[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