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,x,y,z,a
0,1766937765,1,7eb3e243-5d5c-4028-b9ef-d22c44256052,1766937766,1766937773,7,.tests/optimization_example_all_float --x=601.9885540008544921875 --y=-164.154052734375 --z=235.10348796844482421875 --a=154.48129177093505859375,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-4601883.06636605970561504364013671875,601.9885540008544921875,-164.154052734375,235.10348796844482421875,154.48129177093505859375
1,1766937775,2,7eb3e243-5d5c-4028-b9ef-d22c44256052,1766937777,1766937783,6,.tests/optimization_example_all_float --x=-815.01570157706737518311 --y=937.68315017223358154297 --z=-740.85462279617786407471 --a=-974.8007860034704208374,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-30587736.7614119984209537506103515625,-815.01570157706737518310546875,937.68315017223358154296875,-740.85462279617786407470703125,-974.80078600347042083740234375
========================================================================
Current git-hash: 1caf8cebfd6257e0c8784a73c3a511fe4c953f90 (last fully tested stable version 3 commits ago [89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8, 9190])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:02:41] 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: b2e7f4dd-cb88-4a2f-baf4-9e27078c7160
_________________________________________________
/ \
| OmniOpt2 - Channeling my inner Gandalf: ‘You shal |
| l not pass... without fine-tuning!’ |
\ /
=================================================
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omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=447 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_all_float --x=%(x) --y=%(y) --z=%(z) --a=%(a)
Experiment parameters
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x │ range │ -1000 │ 1000 │ float │ No │
│ y │ range │ -1000 │ 1000 │ float │ No │
│ z │ range │ -1000 │ 1000 │ float │ No │
│ a │ range │ -1000 │ 1000 │ float │ No │
└──────┴───────┴─────────────┴─────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
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)
┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ x ┃ y ┃ z ┃ a ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -815.0157015770674 │ 937.6831501722336 │ -740.8546227961779 │ -974.8007860034704 │ -30587736.761412 │
└────────────────────┴───────────────────┴────────────────────┴────────────────────┴──────────────────┘
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 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.294 │ 1 │ 0.294 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.159 │ │ │
│ Median │ 0.159 │ │ │
│ Total │ 0.317 │ │ │
│ Max │ 0.294 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.107 │ 1 │ 0.107 │
│ 2 │ 0.070 │ 1 │ 0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.088 │ │ │
│ Median │ 0.088 │ │ │
│ Total │ 0.176 │ │ │
│ Max │ 0.107 │ │ │
│ Min │ 0.070 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-12-28 16:02:45 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, Started OmniOpt2 run...
2025-12-28 16:02:45 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:02:45 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 16:02:45 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, eval #1/1 start
2025-12-28 16:02:45 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, starting new job
2025-12-28 16:02:45 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, started new job
2025-12-28 16:02:54 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, new result: RESULT: -4601883.066366
2025-12-28 16:02:55 (7eb3e243-5d5c-4028-b9ef-d22c44256052): SOBOL, best RESULT: -4601883.06636606, finishing jobs, finished 1 job
2025-12-28 16:02:55 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -4601883.06636606, getting new HP set (no sbatch)
2025-12-28 16:02:55 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -4601883.06636606, requested 1 jobs, got 1, 0.29 s/job
2025-12-28 16:02:55 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -4601883.06636606, eval #1/1 start
2025-12-28 16:02:55 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -4601883.06636606, starting new job
2025-12-28 16:02:55 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -4601883.06636606, started new job
2025-12-28 16:03:05 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -4601883.06636606, new result: RESULT: -30587736.761412
2025-12-28 16:03:06 (7eb3e243-5d5c-4028-b9ef-d22c44256052): BOTORCH_MODULAR, best RESULT: -30587736.761412, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1766937762,756.375,28.5
