OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	500
Number random steps	500
Nr. of workers (parameter)	20

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
minone	range	-10000	10000	float	No
mintwo	range	-10000	10000	float	No
maxone	range	-10000	10000	float	No
maxtwo	range	-10000	10000	float	No

Result names and types

name	min/max
RESULT	min

Git-Version

Commit: 3ef710a65c0ad76103be7e2c9747a135c130e94d (8929)

Current git-hash: 3ef710a65c0ad76103be7e2c9747a135c130e94d (version: 8929)
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[WARNING 10-27 14:31:26] 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]`.
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Run-UUID: 8b8fef00-e27d-4d2f-a1b2-4144124af75f
  _________________________________________________
 /                                                 \
| OmniOpt2 - Channeling my inner Gandalf: ‘You shal |
| l not pass... without fine-tuning!’               |
 \                                                 /
  =================================================
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⠋ Writing worker creation log...
./omniopt --partition=alpha --experiment_name=enantiadromia --mem_gb=10 --time=60 --worker_timeout=60 --max_eval=500 --num_parallel_jobs=20 --gpus=0 --num_random_steps=500 --follow --live_share --send_anonymized_usage_stats --result_names RESULT=min --run_program=cGVybCAtZSAndXNlIGZlYXR1cmUgInNheSI7IHNheSAiTUlOT05FOiAlbWlub25lIjsgc2F5ICJNSU5UV086ICVtaW50d28iOyBzYXkgIk1BWE9ORTogJW1heG9uZSI7IHNheSAiTUFYVFdPOiAlbWF4dHdvIicK --cpus_per_task=1 --nodes_per_job=1 --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 --max_attempts_for_generation=20 --num_restarts=20 --raw_samples=1024 --max_abandoned_retrial=20 --max_num_of_parallel_sruns=16 --number_of_generators=1 --generate_all_jobs_at_once --parameter minone range -10000 10000 float false --parameter mintwo range -10000 10000 float false --parameter maxone range -10000 10000 float false --parameter maxtwo range -10000 10000 float false
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/norman/repos/OmniOpt/runs/enantiadromia/2...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/norman/repos/OmniOpt/runs/enantiadromia/2
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠋ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=norman&experiment_name=enantiadromia&run_nr=2 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 500 steps.
Run-Program: perl -e 'use feature "say"; say "MINONE: %minone"; say "MINTWO: %mintwo"; say "MAXONE: %maxone"; say "MAXTWO: %maxtwo"'

                       Experiment parameters                       
┏━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name   ┃ Type  ┃ Lower bound ┃ Upper bound ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ minone │ range │ -10000      │ 10000       │ float │ No         │
│ mintwo │ range │ -10000      │ 10000       │ float │ No         │
│ maxone │ range │ -10000      │ 10000       │ float │ No         │
│ maxtwo │ range │ -10000      │ 10000       │ float │ No         │
└────────┴───────┴─────────────┴─────────────┴───────┴────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
⠋ Write files and show overview

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	500
max_eval	500
run_program	[['cGVybCAtZSAndXNlIGZlYXR1cmUgInNheSI7IHNheSAiTUlOT05FOiAlbWlub25lIjsgc2F5ICJNSU5UV086ICVtaW50d28iOyBzYXkgIk1BWE9ORTogJW1heG9uZSI7IHNheSAiTUFYVFdPOiAl…
experiment_name	enantiadromia
mem_gb	10
parameter	[['minone', 'range', '-10000', '10000', 'float', 'false'], ['mintwo', 'range', '-10000', '10000', 'float', 'false'], ['maxone', 'range', '-10000',
	'10000', 'float', 'false'], ['maxtwo', 'range', '-10000', '10000', 'float', 'false']]
continue_previous_job	None
experiment_constraints	None
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/norman
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	20
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

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

timestamp,ram_usage_mb,cpu_usage_percent
1761571886,788.00390625,34.1