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[2026-09-11 12:55:09] queue out/queue/mnist_grids_layerwise.txt started, pid 14423
[2026-09-11 12:55:09] waiting: load 15.53, other jobs:  
[2026-09-11 13:05:09] waiting: load 10.89, other jobs:  
[2026-09-11 13:15:10] waiting: load 13.11, other jobs: 15911 15915 
[2026-09-11 13:21:10] idle after 1560s
[2026-09-11 13:21:10] start [1]: .venv/bin/python scripts/build_mnist_grids.py --nets tanh,plain,res --cifar-root data/cifar10
[13:21:13] foreign bank: (256, 784) from data/cifar10
[13:21:13] tanh: base types: in_distribution, foreign, scrambled, noise, gaussian_state, isotropic_state
[13:21:13] by depth: 5 cuts x 6 base types x 3 points x 5 planes, 81x81, jacobian exact
[13:27:01]   x0: 90 parts (348s)
[13:29:55]   proj0: 180 parts (521s)
[13:32:34]   block1: 270 parts (681s)
[13:34:44]   block2: 360 parts (811s)
[13:36:32]   block3: 450 parts (919s)
[13:36:32] by training time: 23 checkpoints x 6 base types at block1
[13:40:25] tanh: wrote 588 grid parts (0 skipped, 0 undefined) to out/parts/mnist (1152s)
[13:40:25] plain: base types: in_distribution, foreign, scrambled, noise, gaussian_state, isotropic_state
[13:40:25] by depth: 3 cuts x 6 base types x 3 points x 5 planes, 81x81, jacobian exact
[13:45:02]   x0: 90 parts (277s)
[13:46:27]   h1: 180 parts (362s)
[13:46:52]   undefined, not measured: h2 scrambled base0 random: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base0 random2: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base0 pca: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base0 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:46:52]   undefined, not measured: h2 scrambled base0 gaussian: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base1 random: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base1 random2: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base1 pca: base coincides with the centre; the rotation is undefined
[13:46:52]   undefined, not measured: h2 scrambled base1 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:46:52]   undefined, not measured: h2 scrambled base1 gaussian: base coincides with the centre; the rotation is undefined
[13:47:33]   h2: 260 parts (427s)
[13:47:33] by training time: 45 checkpoints x 6 base types at h1
[13:51:33] plain: wrote 530 grid parts (0 skipped, 10 undefined) to out/parts/mnist (668s)
[13:51:33] res: base types: in_distribution, foreign, scrambled, noise, gaussian_state, isotropic_state
[13:51:33] by depth: 3 cuts x 6 base types x 3 points x 5 planes, 81x81, jacobian exact
[13:56:09]   x0: 90 parts (276s)
[13:56:23]   undefined, not measured: h1 foreign base0 random: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base0 random2: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base0 pca: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base0 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:56:23]   undefined, not measured: h1 foreign base0 gaussian: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base1 random: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base1 random2: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base1 pca: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base1 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:56:23]   undefined, not measured: h1 foreign base1 gaussian: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base2 random: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base2 random2: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base2 pca: base coincides with the centre; the rotation is undefined
[13:56:23]   undefined, not measured: h1 foreign base2 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:56:23]   undefined, not measured: h1 foreign base2 gaussian: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base0 random: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base0 random2: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base0 pca: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base0 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:56:37]   undefined, not measured: h1 noise base0 gaussian: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base1 random: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base1 random2: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base1 pca: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base1 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:56:37]   undefined, not measured: h1 noise base1 gaussian: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base2 random: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base2 random2: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base2 pca: base coincides with the centre; the rotation is undefined
[13:56:37]   undefined, not measured: h1 noise base2 real: no bank activation extends the plane spanned by the base ray and its nearest neighbour; every other activation lies in it
[13:56:37]   undefined, not measured: h1 noise base2 gaussian: base coincides with the centre; the rotation is undefined
[13:57:04]   h1: 150 parts (331s)
[13:58:13]   h2: 240 parts (400s)
[13:58:13] by training time: 45 checkpoints x 6 base types at h1
[14:00:56]   undefined, not measured: step 15000 noise: base coincides with the centre; the rotation is undefined
[14:00:59]   undefined, not measured: step 20000 foreign: base coincides with the centre; the rotation is undefined
[14:01:00]   undefined, not measured: step 20000 noise: base coincides with the centre; the rotation is undefined
[14:01:03]   undefined, not measured: step 25000 foreign: base coincides with the centre; the rotation is undefined
[14:01:04]   undefined, not measured: step 25000 noise: base coincides with the centre; the rotation is undefined
[14:01:07]   undefined, not measured: step 30000 foreign: base coincides with the centre; the rotation is undefined
[14:01:08]   undefined, not measured: step 30000 noise: base coincides with the centre; the rotation is undefined
[14:01:10]   undefined, not measured: step 40000 foreign: base coincides with the centre; the rotation is undefined
[14:01:11]   undefined, not measured: step 40000 noise: base coincides with the centre; the rotation is undefined
[14:01:14]   undefined, not measured: step 50000 foreign: base coincides with the centre; the rotation is undefined
[14:01:15]   undefined, not measured: step 50000 noise: base coincides with the centre; the rotation is undefined
[14:01:18]   undefined, not measured: step 60000 foreign: base coincides with the centre; the rotation is undefined
[14:01:19]   undefined, not measured: step 60000 noise: base coincides with the centre; the rotation is undefined
[14:01:22]   undefined, not measured: step 70000 foreign: base coincides with the centre; the rotation is undefined
[14:01:23]   undefined, not measured: step 70000 noise: base coincides with the centre; the rotation is undefined
[14:01:25]   undefined, not measured: step 80000 foreign: base coincides with the centre; the rotation is undefined
[14:01:26]   undefined, not measured: step 80000 noise: base coincides with the centre; the rotation is undefined
[14:01:29]   undefined, not measured: step 90000 foreign: base coincides with the centre; the rotation is undefined
[14:01:30]   undefined, not measured: step 90000 noise: base coincides with the centre; the rotation is undefined
[14:01:33]   undefined, not measured: step 95000 foreign: base coincides with the centre; the rotation is undefined
[14:01:34]   undefined, not measured: step 95000 noise: base coincides with the centre; the rotation is undefined
[14:01:36]   undefined, not measured: step 100200 foreign: base coincides with the centre; the rotation is undefined
[14:01:37]   undefined, not measured: step 100200 noise: base coincides with the centre; the rotation is undefined
[14:01:40]   undefined, not measured: step 177828 foreign: base coincides with the centre; the rotation is undefined
[14:01:41]   undefined, not measured: step 177828 noise: base coincides with the centre; the rotation is undefined
[14:01:44]   undefined, not measured: step 316228 foreign: base coincides with the centre; the rotation is undefined
[14:01:45]   undefined, not measured: step 316228 noise: base coincides with the centre; the rotation is undefined
[14:01:48]   undefined, not measured: step 562341 foreign: base coincides with the centre; the rotation is undefined
[14:01:49]   undefined, not measured: step 562341 noise: base coincides with the centre; the rotation is undefined
[14:01:51]   undefined, not measured: step 1000000 foreign: base coincides with the centre; the rotation is undefined
[14:01:52]   undefined, not measured: step 1000000 noise: base coincides with the centre; the rotation is undefined
[14:01:54] res: wrote 479 grid parts (0 skipped, 61 undefined) to out/parts/mnist (621s)
[2026-09-11 14:01:55] exit [1]: status 0 after 2445s
[2026-09-11 14:01:55] start [2]: nice -n 19 .venv/bin/python scripts/build_pages.py --pages mnist
pages/mnist.html: 25035.5 KB  (measured)
[2026-09-11 14:02:16] exit [2]: status 0 after 21s
[2026-09-11 14:02:16] queue finished: 2 commands