Experiment overview
Setting | Value |
---|
Model for non-random steps | BOTORCH_MODULAR |
Max. nr. evaluations | 2 |
Number random steps | 1 |
Nr. of workers (parameter) | 1 |
Best RESULT, min (total: 2)
OO_Info_int_param | OO_Info_int_param_two | OO_Info_float_param | OO_Info_choice_param | int_param | float_param | int_param_two | choice_param | RESULT |
---|
-100 | -100 | 10 | 8 | -100 | 10 | -100 | 8 | -220230.92 |
Job Summary per Generation Node
Generation Node | Total | COMPLETED |
SOBOL | 1 | 1 |
BOTORCH_MODULAR | 1 | 1 |
Experiment parameters
Name | Type | Values |
---|
int_param | choice | -100, 10 |
float_param | choice | -100, 10 |
choice_param | choice | 1, 2, 4, 8, 16, hallo |
int_param_two | choice | -100, 10 |
Number of evaluations
Failed |
Succeeded |
Running |
Total |
0 |
2 |
0 |
2 |
Result names and types
Last progressbar status
2025-10-22 06:15:09 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, finishing jobs, finished 1 job
Git-Version
Commit: f16d22535360fbc48329ca2ebf9ae2448bc26fcb (8710-2-gf16d22535)
trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1761113685,1,04bbea42-6b54-48a2-b30f-7ece182d6816,1761113686,1761113692,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='-100' --nr_results=1,0,,runnervmnfq8z,-100,-100,10,8,0_0,COMPLETED,SOBOL,-220230.92000000001280568540096282959,-100,10,-100,8
1,1761113699,2,04bbea42-6b54-48a2-b30f-7ece182d6816,1761113701,1761113707,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='hallo' --int_param_two='10' --nr_results=1,0,,runnervmnfq8z,10,10,-100,hallo,1_0,COMPLETED,BOTORCH_MODULAR,-111380.520000000004074536263942718506,10,-100,10,hallo
========================================================================
Current git-hash: f16d22535360fbc48329ca2ebf9ae2448bc26fcb (last fully tested stable version 2 commits ago [6c64fbd932b26c7ccf94272c45bf171fa01f70f8, 8710])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 06:14:43] 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: 627884aa-167d-448e-ac5b-5565f8f4c2e6
_________________________________________________
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| OmniOpt2 - The fractal of hyperparameters: The de |
| eper you go, the more you see. |
\ /
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___gridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --gridsearch --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___gridsearch/0
Gridsearch only really works when you chose the FACTORIAL model.
Gridsearch only really works when you chose the FACTORIAL model.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___gridsearch&run_nr=24 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
Experiment parameters
โโโโโโโโโโโโโโโโโณโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโ
โ Name โ Type โ Values โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ int_param โ choice โ -100, 10 โ
โ float_param โ choice โ -100, 10 โ
โ choice_param โ choice โ 1, 2, 4, 8, 16, hallo โ
โ int_param_two โ choice โ -100, 10 โ
โโโโโโโโโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโ
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: 2)
โโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโ
โ OO_Info_int_param โ OO_Info_int_param_two โ OO_Info_float_param โ OO_Info_choice_param โ int_param โ float_param โ int_param_two โ choice_param โ RESULT โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ -100 โ -100 โ 10 โ 8 โ -100 โ 10 โ -100 โ 8 โ -220230.92 โ
โโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโ
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 2 โ 6.00 sec โ 6.00 sec โ 6.00 sec โ 6.00 sec โ
โโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
Model generation times
โโโโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Iteration โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.010 โ 1 โ 0.010 โ
โ 2 โ 2.179 โ 1 โ 2.179 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 1.094 โ โ โ
โ Median โ 1.094 โ โ โ
โ Total โ 2.188 โ โ โ
โ Max โ 2.179 โ โ โ
โ Min โ 0.010 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.096 โ 1 โ 0.096 โ
โ 2 โ 0.065 โ 1 โ 0.065 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.080 โ โ โ
โ Median โ 0.080 โ โ โ
โ Total โ 0.161 โ โ โ
โ Max โ 0.096 โ โ โ
โ Min โ 0.065 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
2025-10-22 06:14:45 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, Started OmniOpt2 run...
2025-10-22 06:14:45 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, getting new HP set (no sbatch)
2025-10-22 06:14:45 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 06:14:45 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, eval #1/1 start
2025-10-22 06:14:45 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, starting new job
2025-10-22 06:14:45 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, started new job
2025-10-22 06:14:54 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, new result: -220230.92
2025-10-22 06:14:57 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, finishing jobs, finished 1 job
2025-10-22 06:14:59 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, getting new HP set (no sbatch)
2025-10-22 06:14:59 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, requested 1 jobs, got 1, 2.18 s/job
2025-10-22 06:14:59 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, eval #1/1 start
2025-10-22 06:14:59 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, starting new job
2025-10-22 06:14:59 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, started new job
2025-10-22 06:15:08 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, new result: -111380.52
2025-10-22 06:15:09 (04bbea42-6b54-48a2-b30f-7ece182d6816): SOBOL, best RESULT: -220230.92, finishing jobs, finished 1 job
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.096 โ 1 โ 0.096 โ
โ 2 โ 0.065 โ 1 โ 0.065 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.080 โ โ โ
โ Median โ 0.080 โ โ โ
โ Total โ 0.161 โ โ โ
โ Max โ 0.096 โ โ โ
โ Min โ 0.065 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Model generation times
โโโโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Iteration โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.010 โ 1 โ 0.010 โ
โ 2 โ 2.179 โ 1 โ 2.179 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 1.094 โ โ โ
โ Median โ 1.094 โ โ โ
โ Total โ 2.188 โ โ โ
โ Max โ 2.179 โ โ โ
โ Min โ 0.010 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Arguments Overview
Key | Value |
---|
config_yaml | None |
config_toml | None |
config_json | None |
num_random_steps | 1 |
max_eval | 2 |
run_program | [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p… |
experiment_name | __main__tests__BOTORCH_MODULAR___gridsearch |
mem_gb | 4 |
parameter | [['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'], |
| ['int_param_two', 'range', '-100', '10', 'int']] |
continue_previous_job | None |
experiment_constraints | None |
run_dir | runs |
seed | None |
verbose_tqdm | False |
model | BOTORCH_MODULAR |
gridsearch | True |
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 | 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 | True |
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 | 1 |
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 |
timestamp,ram_usage_mb,cpu_usage_percent
1761113685,753.3046875,24.2
Parameter statistics
Parameter | Min | Max | Mean | Std Dev | Count |
---|
run_time | 6 | 6 | 6 | 0 | 2 |
OO_Info_int_param | -100 | 10 | -45 | 55 | 2 |
OO_Info_int_param_two | -100 | 10 | -45 | 55 | 2 |
OO_Info_float_param | -100 | 10 | -45 | 55 | 2 |
OO_Info_choice_param | No numerical statistics available |
RESULT | -220230.92 | -111380.52 | -165805.72 | 54425.2 | 2 |
int_param | -100 | 10 | -45 | 55 | 2 |
float_param | -100 | 10 | -45 | 55 | 2 |
int_param_two | -100 | 10 | -45 | 55 | 2 |
choice_param | No numerical statistics available |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-10-22 06:14:45,437) - Starting with JobEnvironment(job_id=112690, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-22 06:14:45,437) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___gridsearch/0/single_runs/112690/112690_submitted.pkl
Trial-Index: 0
Parameters: {"int_param": "-100", "float_param": 10, "int_param_two": "-100", "choice_param": 8}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761112560.1730578
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761112924.6225996
Last modification: 1761112560.1730578
Hostname: runnervmnfq8z
========
DEBUG INFOS END
./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='-100' --nr_results=1
stdout:
OO-Info: int_param: -100
OO-Info: int_param_two: -100
OO-Info: float_param: 10
OO-Info: choice_param: 8
RESULT: -220230.92
stderr was empty
Result: {'RESULT': -220230.92}
Final-results: {'RESULT': -220230.92}
EXIT_CODE: 0
submitit INFO (2025-10-22 06:14:52,963) - Job completed successfully
submitit INFO (2025-10-22 06:14:52,963) - Exiting after successful completion