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
0,1767537835,2,015209f7-9540-4b1c-b3b8-0261d12a3e38,1767537837,1767537843,6,.tests/optimization_example_all_float --x=226.16207599639892578125 --y=813.78614902496337890625 --z=289.992809295654296875 --a=236.9911670684814453125,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-8391965.60747873969376087188720703125,226.16207599639892578125,813.78614902496337890625,289.992809295654296875,236.9911670684814453125
1,1767537846,2,015209f7-9540-4b1c-b3b8-0261d12a3e38,1767537848,1767537854,6,.tests/optimization_example_all_float --x=-671.57521657645702362061 --y=-915.21118208765983581543 --z=-809.24739316105842590332 --a=-992.97908693552017211914,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-29615956.4010764993727207183837890625,-671.57521657645702362060546875,-915.2111820876598358154296875,-809.2473931610584259033203125,-992.979086935520172119140625
========================================================================
Current git-hash: 02398bad90d1e0fc215adf64da1f60f9481909da (last fully tested stable version 2 commits ago [3bb4fe033a6a03e62be268ba0b4f542c23d2c237, 9226])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 14:43:51] 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: ddc4a792-1c22-497a-9696-8cd126b64040
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
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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=564 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -671.575216576457 │ -915.2111820876598 │ -809.2473931610584 │ -992.9790869355202 │ -29615956.4010765 │
└───────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.354 │ 1 │ 0.354 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.195 │ │ │
│ Median │ 0.195 │ │ │
│ Total │ 0.389 │ │ │
│ Max │ 0.354 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.231 │ 1 │ 0.231 │
│ 2 │ 0.085 │ 1 │ 0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.158 │ │ │
│ Median │ 0.158 │ │ │
│ Total │ 0.316 │ │ │
│ Max │ 0.231 │ │ │
│ Min │ 0.085 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 14:43:55 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, Started OmniOpt2 run...
2026-01-04 14:43:55 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, getting new HP set (no sbatch)
2026-01-04 14:43:55 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-01-04 14:43:55 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, eval #1/1 start
2026-01-04 14:43:55 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, starting new job
2026-01-04 14:43:55 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, started new job
2026-01-04 14:44:04 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, new result: RESULT: -8391965.607479
2026-01-04 14:44:05 (015209f7-9540-4b1c-b3b8-0261d12a3e38): SOBOL, best RESULT: -8391965.60747874, finishing jobs, finished 1 job
2026-01-04 14:44:06 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -8391965.60747874, getting new HP set (no sbatch)
2026-01-04 14:44:06 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -8391965.60747874, requested 1 jobs, got 1, 0.35 s/job
2026-01-04 14:44:06 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -8391965.60747874, eval #1/1 start
2026-01-04 14:44:06 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -8391965.60747874, starting new job
2026-01-04 14:44:06 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -8391965.60747874, started new job
2026-01-04 14:44:15 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -8391965.60747874, new result: RESULT: -29615956.401076
2026-01-04 14:44:17 (015209f7-9540-4b1c-b3b8-0261d12a3e38): BOTORCH_MODULAR, best RESULT: -29615956.4010765, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767537832,783.96875,27.1
