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+ python3 run_scripts/run_tuner_job.py -jax -cases bomex -fields cloud_frac wp2 -param_ranges C8:0.2:0.8 -strategy random:16 -batch_size 2 -workers 1 -seed 7 -output_root output/tuner/jax_regression -run_top never
Installing uv 0.11.32 in /home/jenkins/workspace/clubb_tuner/.clubb-python-tools/bin
downloading uv 0.11.32 x86_64-unknown-linux-gnu
installing to /home/jenkins/workspace/clubb_tuner/.clubb-python-tools/bin
  uv
  uvx
everything's installed!
Creating CLUBB virtualenv: /home/jenkins/workspace/clubb_tuner/.venv-python
Using CPython 3.12.3 interpreter at: /usr/bin/python3.12
Creating virtual environment at: .venv-python
Activate with: source .venv-python/bin/activate
Installing python requirements into /home/jenkins/workspace/clubb_tuner/.venv-python
Using Python 3.12.3 environment at: .venv-python
Resolved 12 packages in 314ms
Downloading numpy (16.0MiB)
Downloading pygments (1.2MiB)
Downloading meson (1.1MiB)
Downloading cftime (1.6MiB)
Downloading netcdf4 (10.1MiB)
 Downloaded cftime
 Downloaded netcdf4
 Downloaded meson
 Downloaded pygments
 Downloaded numpy
Prepared 12 packages in 739ms
Installed 12 packages in 42ms
 + certifi==2026.10.19
 + cftime==1.6.6.1
 + iniconfig==2.3.1
 + meson==1.12.1
 + netcdf4==1.7.5
 + ninja==1.13.2
 + numpy==2.5.4
 + packaging==26.3
 + pluggy==1.7.0
 + pygments==2.21.0
 + pytest==9.1.1
 + tabulate==0.10.0
Ready: /home/jenkins/workspace/clubb_tuner/.venv-python/bin/python

Tuner Job
---------
  job_dir  /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484
  request  /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484/request.json
  log      /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484/worker.log

Configuration
  cases
    bomex        default window, windows=default
  fields
    cloud_frac, wp2
  parameters
    C8  0.2 -> 0.8
  run
    strategy              random, max_samples=16
    estimated_candidates  16
    baseline_evaluations  1
    batch_size            2
    backend               jax
    max_workers           1
    config                default
    loss                  shape_first
    aggregation           quantile_weighted
    aggregation_weights   0.1, 0.4, 0.4, 0.1
    aggregation_scope     overall
    poll_interval         1 s
    post_run              never, top_n=1, out=/home/jenkins/workspace/clubb_tuner/output

Launching tuner. Press Ctrl-C once for graceful stop, twice to terminate.
state: created | samples: 0 | elapsed: 00:00 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:00 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:01 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:02 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:03 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:04 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:05 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:06 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:07 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:08 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:09 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:10 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
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state: initializing | samples: 0 | elapsed: 00:12 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
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state: initializing | samples: 0 | elapsed: 00:14 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:15 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: initializing | samples: 0 | elapsed: 00:16 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
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state: initializing | samples: 0 | elapsed: 00:19 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
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state: initializing | samples: 0 | elapsed: 00:32 | workers active/idle/init: 0/0/0 | queued cases: 0 | best: --
state: running | samples: 0/16 | elapsed: 00:33 | workers active/idle/init: 0/1/1 | queued cases: 0 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:34 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:35 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
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state: running | samples: 0/16 | elapsed: 00:39 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:40 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
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state: running | samples: 0/16 | elapsed: 00:42 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:43 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:44 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:45 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:46 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:47 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:48 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:49 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:50 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:51 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 0/16 | elapsed: 00:52 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: --
state: running | samples: 2/16 | elapsed: 00:53 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 2/16 | elapsed: 00:54 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 2/16 | elapsed: 00:55 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 2/16 | elapsed: 00:57 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 2/16 | elapsed: 00:58 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 2/16 | elapsed: 00:59 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 2/16 | elapsed: 01:00 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.04125, vs default -2.89% (C8=0.3943)
state: running | samples: 4/16 | elapsed: 01:01 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:02 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:03 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:04 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:05 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:06 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:07 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 4/16 | elapsed: 01:08 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:09 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:10 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:11 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:12 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:13 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:14 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 6/16 | elapsed: 01:15 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:16 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:17 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:18 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:19 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:20 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:21 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 8/16 | elapsed: 01:22 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:23 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:24 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:25 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:26 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:27 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:28 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:30 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 10/16 | elapsed: 01:31 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:32 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:33 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:34 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:35 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:36 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:37 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:38 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 12/16 | elapsed: 01:39 | workers active/idle/init: 1/0/1 | queued cases: 1 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:40 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:41 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:42 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:43 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:44 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:45 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: running | samples: 14/16 | elapsed: 01:46 | workers active/idle/init: 1/0/1 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)
state: finished | samples: 16/16 | elapsed: 01:48 | workers active/idle/init: 0/0/0 | queued cases: 0 | baselines: default 1.01196 | best: 1.00078, vs default +1.11% (C8=0.590561)

Saved Output
------------
  job_dir  /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484
  results  /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484/results.json
  status   /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484/status.json
  request  /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484/request.json
  log      /home/jenkins/workspace/clubb_tuner/output/tuner/jax_regression/cli_bomex_20261020_043725_677867_666484/worker.log