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
0,1761035645,2,9ffcf509-c823-47d2-aab2-2ecb62e09b8e,1761035647,1761035653,6,./.tests/optimization_example --int_param='-57' --float_param='-53.05263787508010864258' --choice_param='2' --int_param_two='-55' --nr_results=1,0,,runnervmnfq8z,-57,-55,-53.052637875080101537150767398998,2,0_0,COMPLETED,SOBOL,-107957.207642552006291225552558898926,-57,-53.052637875080108642578125,-55,2
1,1761035657,1,9ffcf509-c823-47d2-aab2-2ecb62e09b8e,1761035658,1761035665,7,./.tests/optimization_example --int_param='-40' --float_param='-61.35947199004088759011' --choice_param='2' --int_param_two='-33' --nr_results=1,0,,runnervmnfq8z,-40,-33,-61.359471990040887590112106408924,2,1_0,COMPLETED,EXTERNAL_GENERATOR,-78745.515227970201522111892700195312,-40,-61.359471990040887590112106408924,-33,2
========================================================================
Current git-hash: 66ac2725ecc1eb717e503e919d1181624d20068b (last fully tested stable version 7 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:34:03] 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: e6b258b4-bc9b-4a66-9e47-9d3c08ea44a7
_________________________________________________
/ \
| OmniOpt2 - Optimizing like a koala climbing a tre |
| e—slowly but surely reaching the perfect spot. |
\ /
=================================================
\
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/ `. .' \
.---. < > < > .---.
| \ \ - ~ ~ - / / |
_____ ~-..-~ ~-..-~
| | \~~~\.' `./~~~/
--------- \__/ \__/
.' O \ / / \ "
(_____, `._.' | } \/~~~/
`----. / } | / \__/
`-. | / | / `. ,~~|
~-.__| /_ - ~ ^| /- _ `..-' f: f:
| / | / ~-. `-. _|| _||_
|_____| |_____| ~ - . _ _ _ _ __>
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TPE --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 --generate_all_jobs_at_once --follow --model=TPE --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TPE/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TPE&run_nr=9 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then TPE 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
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -100 │ 10 │ │ int │ No │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
Error loading experiment state: Function __main__.decode_if_base64() parameter
input_str="None" violates type hint , as "None" not instance of str.
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -57 │ -55 │ -53.0526378750801 │ 2 │ -57 │ -53.05263787508011 │ -55 │ 2 │ -107957.207642552 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.029 │ 1 │ 0.029 │
│ 2 │ 0.807 │ 1 │ 0.807 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.418 │ │ │
│ Median │ 0.418 │ │ │
│ Total │ 0.836 │ │ │
│ Max │ 0.807 │ │ │
│ Min │ 0.029 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.096 │ 1 │ 0.096 │
│ 2 │ 0.065 │ 1 │ 0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.080 │ │ │
│ Median │ 0.080 │ │ │
│ Total │ 0.161 │ │ │
│ Max │ 0.096 │ │ │
│ Min │ 0.065 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 08:34:05 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, Started OmniOpt2 run...
2025-10-21 08:34:05 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:34:05 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:34:05 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, eval #1/1 start
2025-10-21 08:34:05 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, starting new job
2025-10-21 08:34:05 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, started new job
2025-10-21 08:34:14 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, new result: -107957.207642552
2025-10-21 08:34:16 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): SOBOL, best RESULT: -107957.207642552, finishing jobs, finished 1 job
2025-10-21 08:34:17 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, getting new HP set (no sbatch)
2025-10-21 08:34:17 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, requested 1 jobs, got 1, 0.81 s/job
2025-10-21 08:34:17 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, eval #1/1 start
2025-10-21 08:34:17 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, starting new job
2025-10-21 08:34:17 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, started new job
2025-10-21 08:34:26 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, new result: -78745.5152279702
2025-10-21 08:34:27 (9ffcf509-c823-47d2-aab2-2ecb62e09b8e): EXTERNAL_GENERATOR, best RESULT: -107957.207642552, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761035645,753.9609375,24.0
1761035645,753.9609375,100.0
