Experiment overview
Setting | Value |
---|
Model for non-random steps | BOTORCH_MODULAR |
Max. nr. evaluations | 4 |
Number random steps | 2 |
Nr. of workers (parameter) | 4 |
Best RESULT, min (total: 4)
a | b | RESULT |
---|
8.751670802892953 | 67.24248132671538 | 75.9941521296083 |
Job Summary per Generation Node
Generation Node | Total | COMPLETED |
SOBOL | 2 | 2 |
BOTORCH_MODULAR | 2 | 2 |
Experiment parameters
Name | Type | Lower bound | Upper bound | Type | Log Scale? |
---|
a | range | 5 | 100 | float | No |
b | range | 5 | 100 | float | No |
Number of evaluations
Failed |
Succeeded |
Running |
Total |
0 |
4 |
0 |
4 |
Result names and types
Last progressbar status
2025-10-19 03:58:54 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 75.9941521296083, finishing jobs, finished 1 job
Git-Version
Commit: 9043d91dbe370183252bdf120ecb2c226402839d (8689)
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,a,b
0,1760846290,2,3b41f694-d350-4e62-a94f-9736c1bcbe2f,1760846292,1760846298,6,perl -e 'print "RESULT: " . (13.7463454902172088623 + 75.53075671195983886719)',0,,runnervmzdgdc,0_0,COMPLETED,SOBOL,89.277102202199998259857238736004,13.7463454902172088623046875,75.5307567119598388671875
1,1760846300,2,3b41f694-d350-4e62-a94f-9736c1bcbe2f,1760846302,1760846308,6,perl -e 'print "RESULT: " . (85.77126349322497844696 + 29.39504805486649274826)',0,,runnervmzdgdc,1_0,COMPLETED,SOBOL,115.166311548099997708050068467855,85.77126349322497844696044921875,29.395048054866492748260498046875
2,1760846312,2,3b41f694-d350-4e62-a94f-9736c1bcbe2f,1760846314,1760846320,6,perl -e 'print "RESULT: " . (28.41159518533988048716 + 100)',0,,runnervmzdgdc,2_0,COMPLETED,BOTORCH_MODULAR,128.411595185300001276118564419448,28.41159518533988048716310004238,100
3,1760846323,2,3b41f694-d350-4e62-a94f-9736c1bcbe2f,1760846325,1760846331,6,perl -e 'print "RESULT: " . (8.75167080289295284956 + 67.24248132671537803162)',0,,runnervmzdgdc,3_0,COMPLETED,BOTORCH_MODULAR,75.994152129608295354046276770532,8.751670802892952849560970207676,67.242481326715378031622094567865
========================================================================
Current git-hash: 9043d91dbe370183252bdf120ecb2c226402839d (version: 8689)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-19 03:58:08] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Run-UUID: 3267f91e-4ea6-424a-b417-4e0743e63a31
_____ _ _____ _ _____
| _ | (_) _ | | | / __ \
| | | |_ __ ___ _ __ _| | | |_ __ | |_`' / /'
| | | | '_ ` _ \| '_ \| | | | | '_ \| __| / /
\ \_/ / | | | | | | | | \ \_/ / |_) | |_./ /___
\___/|_| |_| |_|_| |_|_|\___/| .__/ \__\_____/
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omniopt --partition=alpha --experiment_name=multiplication_constraint --mem_gb=10 --time=60 --worker_timeout=60 --max_eval=4 --num_parallel_jobs=4 --gpus=0 --num_random_steps=2 --follow --live_share --send_anonymized_usage_stats --result_names RESULT=min --run_program=cGVybCAtZSAncHJpbnQgIlJFU1VMVDogIiAuICglYSArICViKSc= --cpus_per_task=1 --nodes_per_job=1 --generate_all_jobs_at_once --revert_to_random_when_seemingly_exhausted --model=BOTORCH_MODULAR --n_estimators_randomforest=100 --run_mode=local --occ_type=euclid --main_process_gb=8 --max_nr_of_zero_results=50 --slurm_signal_delay_s=0 --max_failed_jobs=0 --parameter a range 5 100 float false --parameter b range 5 100 float false --experiment_constraints YSAqIGIgPj0gMTA=
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multiplication_constraint/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multiplication_constraint&run_nr=1 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps and then BOTORCH_MODULAR for 2 steps.
Run-Program: perl -e 'print "RESULT: " . (%a + %b)'
Experiment parameters
โโโโโโโโณโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโณโโโโโโโโโโโโโ
โ Name โ Type โ Lower bound โ Upper bound โ Type โ Log Scale? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ a โ range โ 5 โ 100 โ float โ No โ
โ b โ range โ 5 โ 100 โ float โ No โ
โโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Post-Generation-Constraints โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ a * b >= 10 โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Result-Names
โโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Result-Name โ Min or max? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ RESULT โ min โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
Failed Jobs parameters
โโโโโโโโโโณโโโโโโโโโณโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ param1 โ param2 โ param3 โ error_description โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ value1 โ value2 โ value3 โ Some error occurred during execution (this is not a real error!). โ
โโโโโโโโโโดโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Best RESULT, min (total: 4)
โโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโ
โ a โ b โ RESULT โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 8.751670802892953 โ 67.24248132671538 โ 75.9941521296083 โ
โโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโ
Not printing sixel graphics in CI
Runtime Infos
โโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Number of evaluations โ Min time โ Max time โ Average time โ Median time โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 4 โ 6.00 sec โ 6.00 sec โ 6.00 sec โ 6.00 sec โ
โโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
2025-10-19 03:58:10 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, Started OmniOpt2 run...
2025-10-19 03:58:10 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, getting new HP set (no sbatch)
2025-10-19 03:58:10 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-19 03:58:10 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, eval #1/1 start
2025-10-19 03:58:10 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, starting new job
2025-10-19 03:58:10 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, started new job
2025-10-19 03:58:19 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, new result: 89.277102202177
2025-10-19 03:58:20 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, finishing jobs, finished 1 job
2025-10-19 03:58:20 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, getting new HP set (no sbatch)
2025-10-19 03:58:20 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, requested 1 jobs, got 1, 0.07 s/job
2025-10-19 03:58:20 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, eval #1/1 start
2025-10-19 03:58:20 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, starting new job
2025-10-19 03:58:20 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, started new job
2025-10-19 03:58:30 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.277102202177, new result: 115.166311548091
2025-10-19 03:58:31 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, finishing jobs, finished 1 job
2025-10-19 03:58:32 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, getting new HP set (no sbatch)
2025-10-19 03:58:32 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, requested 1 jobs, got 1, 0.58 s/job
2025-10-19 03:58:32 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, eval #1/1 start
2025-10-19 03:58:32 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, starting new job
2025-10-19 03:58:32 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, started new job
2025-10-19 03:58:41 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, new result: 128.41159518534
2025-10-19 03:58:42 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, finishing jobs, finished 1 job
2025-10-19 03:58:43 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, getting new HP set (no sbatch)
2025-10-19 03:58:43 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, requested 1 jobs, got 1, 0.77 s/job
2025-10-19 03:58:43 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, eval #1/1 start
2025-10-19 03:58:43 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, starting new job
2025-10-19 03:58:43 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, started new job
2025-10-19 03:58:52 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 89.2771022022, new result: 75.9941521296083
2025-10-19 03:58:54 (3b41f694-d350-4e62-a94f-9736c1bcbe2f): SOBOL, best RESULT: 75.9941521296083, finishing jobs, finished 1 job
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.219 โ 1 โ 0.219 โ
โ 2 โ 0.084 โ 1 โ 0.084 โ
โ 3 โ 0.087 โ 1 โ 0.087 โ
โ 4 โ 0.083 โ 1 โ 0.083 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.118 โ โ โ
โ Median โ 0.086 โ โ โ
โ Total โ 0.473 โ โ โ
โ Max โ 0.219 โ โ โ
โ Min โ 0.083 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Model generation times
โโโโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Iteration โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.017 โ 1 โ 0.017 โ
โ 2 โ 0.066 โ 1 โ 0.066 โ
โ 3 โ 0.578 โ 1 โ 0.578 โ
โ 4 โ 0.767 โ 1 โ 0.767 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.357 โ โ โ
โ Median โ 0.322 โ โ โ
โ Total โ 1.429 โ โ โ
โ Max โ 0.767 โ โ โ
โ Min โ 0.017 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Arguments Overview
Key | Value |
---|
config_yaml | None |
config_toml | None |
config_json | None |
num_random_steps | 2 |
max_eval | 4 |
run_program | [['cGVybCAtZSAncHJpbnQgIlJFU1VMVDogIiAuICglYSArICViKSc=']] |
experiment_name | multiplication_constraint |
mem_gb | 10 |
parameter | [['a', 'range', '5', '100', 'float', 'false'], ['b', 'range', '5', '100', 'float', 'false']] |
continue_previous_job | None |
experiment_constraints | [['YSAqIGIgPj0gMTA=']] |
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 | True |
load_data_from_existing_jobs | [] |
n_estimators_randomforest | 100 |
max_attempts_for_generation | 20 |
external_generator | None |
username | None |
max_failed_jobs | 0 |
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 |
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 | 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 | 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 | 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 |
timestamp,ram_usage_mb,cpu_usage_percent
1760846290,779.54296875,25.1
1760846290,779.54296875,100.0
RESULT
(goal: minimize)
Best value: 75.994152129608
Achieved at:
- run_time
= 6
- a
= 8.751670802893
- b
= 67.242481326715
Parameter statistics
Parameter | Min | Max | Mean | Std Dev | Count |
---|
run_time | 6 | 6 | 6 | 0 | 4 |
RESULT | 75.9942 | 128.4116 | 102.2123 | 20.6695 | 4 |
a | 8.7517 | 85.7713 | 34.1702 | 30.6556 | 4 |
b | 29.395 | 100 | 68.0421 | 25.3556 | 4 |
Show SLURM-Job-ID (if it exists)