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
0,1778322987,2,cc5b0b76-67bb-4a12-bf84-90730ea3a3bb,1778322989,1778322995,6,.tests/optimization_example_all_float --x=276.3330936431884765625 --y=-930.67166209220886230469 --z=772.012233734130859375 --a=397.50778675079345703125,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-16908606.047021098434925079345703125,276.3330936431884765625,-930.6716620922088623046875,772.012233734130859375,397.50778675079345703125
1,1778322997,2,cc5b0b76-67bb-4a12-bf84-90730ea3a3bb,1778322999,1778323005,6,.tests/optimization_example_all_float --x=-938.6272430419921875 --y=709.5409091562032699585 --z=-972.07198850810527801514 --a=-951.25501230359077453613,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-32558487.11985810101032257080078125,-938.6272430419921875,709.54090915620326995849609375,-972.07198850810527801513671875,-951.2550123035907745361328125
========================================================================
Current git-hash: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (last fully tested stable version 1 commit ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:36:24] 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: b76bfabd-53b6-48ca-a309-f3381a1bfff0
_________________________________________________
/ \
| OmniOpt2 - Optimizing like it's the Matrix, but I |
| am the One. |
\ /
=================================================
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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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=0 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -938.6272430419922 │ 709.5409091562033 │ -972.0719885081053 │ -951.2550123035908 │ -32558487.1198581 │
└────────────────────┴───────────────────┴────────────────────┴────────────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.430 │ 1 │ 0.430 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.227 │ │ │
│ Median │ 0.227 │ │ │
│ Total │ 0.454 │ │ │
│ Max │ 0.430 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.107 │ 1 │ 0.107 │
│ 2 │ 0.067 │ 1 │ 0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.087 │ │ │
│ Median │ 0.087 │ │ │
│ Total │ 0.173 │ │ │
│ Max │ 0.107 │ │ │
│ Min │ 0.067 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-05-09 10:36:27 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, Started OmniOpt2 run...
2026-05-09 10:36:27 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, getting new HP set (no sbatch)
2026-05-09 10:36:27 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-09 10:36:27 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, eval #1/1 start
2026-05-09 10:36:27 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, starting new job
2026-05-09 10:36:27 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, started new job
2026-05-09 10:36:35 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, new result: RESULT: -16908606.047021
2026-05-09 10:36:37 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): SOBOL, best RESULT: -16908606.0470211, finishing jobs, finished 1 job
2026-05-09 10:36:37 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -16908606.0470211, getting new HP set (no sbatch)
2026-05-09 10:36:37 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -16908606.0470211, requested 1 jobs, got 1, 0.43 s/job
2026-05-09 10:36:37 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -16908606.0470211, eval #1/1 start
2026-05-09 10:36:37 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -16908606.0470211, starting new job
2026-05-09 10:36:37 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -16908606.0470211, started new job
2026-05-09 10:36:45 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -16908606.0470211, new result: RESULT: -32558487.119858
2026-05-09 10:36:47 (cc5b0b76-67bb-4a12-bf84-90730ea3a3bb): BOTORCH_MODULAR, best RESULT: -32558487.1198581, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778322985,741.35546875,28.2
