Console Output
+ 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@2/.clubb-python-tools/bin
downloading uv 0.11.32 x86_64-unknown-linux-gnu
installing to /home/jenkins/workspace/clubb_tuner@2/.clubb-python-tools/bin
uv
uvx
everything's installed!
Creating CLUBB virtualenv: /home/jenkins/workspace/clubb_tuner@2/.venv-python
Downloading cpython-3.12.13-linux-x86_64-gnu (download) (32.6MiB)
Downloaded cpython-3.12.13-linux-x86_64-gnu (download)
Using CPython 3.12.13
Creating virtual environment at: .venv-python
Activate with: source .venv-python/bin/activate
Installing python requirements into /home/jenkins/workspace/clubb_tuner@2/.venv-python
Using Python 3.12.13 environment at: .venv-python
Resolved 12 packages in 277ms
Downloading numpy (16.0MiB)
Downloading pygments (1.2MiB)
Downloading cftime (1.6MiB)
Downloading meson (1.1MiB)
Downloading netcdf4 (10.1MiB)
Downloaded cftime
Downloaded netcdf4
Downloaded meson
Downloaded pygments
Downloaded numpy
Prepared 12 packages in 731ms
Installed 12 packages in 36ms
+ certifi==2026.10.18
+ 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@2/.venv-python/bin/python
Tuner Job
---------
job_dir /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128
request /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128/request.json
log /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128/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@2/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: --
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state: running | samples: 0/16 | elapsed: 00:36 | workers active/idle/init: 0/1/1 | queued cases: 0 | baselines: default 1.01196 | best: --
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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: 2/16 | elapsed: 01:01 | 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: 01:02 | 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: 01:03 | 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: 01:04 | 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: 01:05 | 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: 01:06 | 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: 4/16 | 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: 4/16 | 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: 4/16 | 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: 4/16 | 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: 6/16 | 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: 6/16 | 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: 6/16 | 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: 6/16 | 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: 01:21 | 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: 8/16 | 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: 8/16 | 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: 8/16 | 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: 8/16 | 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: 8/16 | 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: 01:29 | 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: 10/16 | 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: 10/16 | 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: 12/16 | elapsed: 01:40 | 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: 01:41 | 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: running | samples: 14/16 | elapsed: 01:47 | 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: 01:50 | 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@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128
results /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128/results.json
status /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128/status.json
request /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128/request.json
log /home/jenkins/workspace/clubb_tuner@2/output/tuner/jax_regression/cli_bomex_20261019_033624_690617_3260128/worker.log
