[2026-09-04 20:12:22] queue out/queue/cifar_scans_cpu.txt started, pid 2282
[2026-09-04 20:12:22] waiting: load 1.43, other jobs:  
[2026-09-04 20:13:22] idle after 60s
[2026-09-04 20:13:22] start [1]: .venv/bin/python scripts/build_cifar_scans.py --net resnet --device cpu --threads 4 --batch-size 32 --bank 256 --families covariance_gaussian --base-families covariance_gaussian real_activation --frames origin --seeds 0 1 2 --resume
[20:13:25] bank (256, 3, 32, 32) from cifar100(cifar100)[train,n=256,seed=0,norm(0.5071,0.4867,0.4408|0.2675,0.2565,0.2761)]
[20:13:25] directions ['covariance_gaussian'] | bases ['covariance_gaussian', 'real_activation'] | ['origin']
[20:13:25] epochs [0, 1, 2, 5, 10, 20, 30, 45, 60] | seeds [0, 1, 2] | 40 scans per ensemble
[20:13:26] zoo_resnet18_map:seed387 passes the contract; cuts ('layer1.0', 'layer1.1', 'layer2.0', 'layer2.1', 'layer3.0', 'layer3.1', 'layer4.0', 'layer4.1')
[2026-09-04 20:19:33] exit [1]: status 137 after 371s
[2026-09-04 20:19:33] stopping: command 1 failed
[2026-09-04 20:21:34] queue out/queue/cifar_scans_cpu.txt started, pid 2783
[2026-09-04 20:21:34] start [1]: .venv/bin/python scripts/build_cifar_scans.py --net resnet --device cpu --threads 4 --batch-size 32 --bank 256 --families covariance_gaussian --base-families covariance_gaussian real_activation --frames origin --seeds 0 1 2 --resume
[20:21:35] bank (256, 3, 32, 32) from cifar100(cifar100)[train,n=256,seed=0,norm(0.5071,0.4867,0.4408|0.2675,0.2565,0.2761)]
[20:21:35] directions ['covariance_gaussian'] | bases ['covariance_gaussian', 'real_activation'] | ['origin']
[20:21:35] epochs [0, 1, 2, 5, 10, 20, 30, 45, 60] | seeds [0, 1, 2] | 40 scans per ensemble
[20:21:37] zoo_resnet18_map:seed387 passes the contract; cuts ('layer1.0', 'layer1.1', 'layer2.0', 'layer2.1', 'layer3.0', 'layer3.1', 'layer4.0', 'layer4.1')
[2026-09-04 20:22:23] exit [1]: status 143 after 49s
[2026-09-04 20:22:23] stopping: command 1 failed
[2026-09-04 20:22:29] queue out/queue/cifar_scans_cpu.txt started, pid 2862
[2026-09-04 20:22:29] start [1]: .venv/bin/python scripts/build_cifar_scans.py --net resnet --device cpu --threads 4 --batch-size 32 --bank 256 --families covariance_gaussian --base-families covariance_gaussian real_activation --frames origin --seeds 0 1 2 --resume
[20:22:31] bank (256, 3, 32, 32) from cifar100(cifar100)[train,n=256,seed=0,norm(0.5071,0.4867,0.4408|0.2675,0.2565,0.2761)]
[20:22:31] directions ['covariance_gaussian'] | bases ['covariance_gaussian', 'real_activation'] | ['origin']
[20:22:31] epochs [0, 1, 2, 5, 10, 20, 30, 45, 60] | seeds [0, 1, 2] | 40 scans per ensemble
[20:22:32] zoo_resnet18_map:seed387 passes the contract; cuts ('layer1.0', 'layer1.1', 'layer2.0', 'layer2.1', 'layer3.0', 'layer3.1', 'layer4.0', 'layer4.1')
[20:27:35] epoch 0: 34 written, 14 skipped, 5.1 min (41 min left)
[20:36:42] epoch 1: 82 written, 14 skipped, 14.2 min (50 min left)
[20:45:54] epoch 2: 130 written, 14 skipped, 23.4 min (47 min left)
[20:55:19] epoch 5: 178 written, 14 skipped, 32.8 min (41 min left)
[21:04:47] epoch 10: 226 written, 14 skipped, 42.3 min (34 min left)
[21:14:43] epoch 20: 274 written, 14 skipped, 52.2 min (26 min left)
[21:24:49] epoch 30: 322 written, 14 skipped, 62.3 min (18 min left)
[21:34:47] epoch 45: 370 written, 14 skipped, 72.3 min (9 min left)
[21:44:30] epoch 60: 418 written, 14 skipped, 82.0 min (0 min left)
[21:44:30] wrote 418 ensembles (14 already present) to out/parts/cifar
[2026-09-04 21:44:31] exit [1]: status 0 after 4922s
[2026-09-04 21:44:31] start [2]: .venv/bin/python scripts/build_cifar_scans.py --net vgg --device cpu --threads 4 --batch-size 32 --bank 256 --thin 9 --families covariance_gaussian --base-families covariance_gaussian real_activation --frames origin --seeds 0 1 2 --resume
[21:44:33] bank (256, 3, 32, 32) from cifar10(cifar10-imageclas)[train,n=256,seed=0,norm(0.4914,0.4822,0.4465|0.247,0.2435,0.2616)]
[21:44:33] directions ['covariance_gaussian'] | bases ['covariance_gaussian', 'real_activation'] | ['origin']
[21:44:33] epochs [0, 10, 30, 75, 120, 165, 210, 255, 299] | seeds [0, 1, 2] | 40 scans per ensemble
[21:44:36] vgg19_cifar10_map passes the contract; cuts ('conv00', 'conv01', 'conv02', 'conv03', 'conv04', 'conv05', 'conv06', 'conv07', 'conv08', 'conv09', 'conv10', 'conv11', 'conv12', 'conv13', 'conv14', 'conv15')
Traceback (most recent call last):
  File "/Users/brianna/Cells_Developmental/scripts/build_cifar_scans.py", line 172, in <module>
    sys.exit(main())
             ^^^^^^
  File "/Users/brianna/Cells_Developmental/scripts/build_cifar_scans.py", line 145, in main
    result = scan_1d.scan_ensemble(
             ^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/brianna/Cells_Developmental/src/cells_developmental/experiments/scan_1d.py", line 570, in scan_ensemble
    edge[name] = P.plateau_edge(
                 ^^^^^^^^^^^^^^^
  File "/Users/brianna/Cells_Developmental/src/cells_developmental/perturbation.py", line 654, in plateau_edge
    raise PerturbationError("settled level must be positive and finite")
cells_developmental.perturbation.PerturbationError: settled level must be positive and finite
[2026-09-04 21:45:51] exit [2]: status 1 after 80s
[2026-09-04 21:45:51] stopping: command 2 failed
[2026-09-04 21:48:44] queue out/queue/cifar_scans_cpu.txt started, pid 3832
[2026-09-04 21:48:44] start [1]: .venv/bin/python scripts/build_cifar_scans.py --net resnet --device cpu --threads 4 --batch-size 32 --bank 256 --families covariance_gaussian --base-families covariance_gaussian real_activation --frames origin --seeds 0 1 2 --resume
[21:48:46] bank (256, 3, 32, 32) from cifar100(cifar100)[train,n=256,seed=0,norm(0.5071,0.4867,0.4408|0.2675,0.2565,0.2761)]
[21:48:46] directions ['covariance_gaussian'] | bases ['covariance_gaussian', 'real_activation'] | ['origin']
[21:48:46] epochs [0, 1, 2, 5, 10, 20, 30, 45, 60] | seeds [0, 1, 2] | 40 scans per ensemble
[21:48:47] zoo_resnet18_map:seed387 passes the contract; cuts ('layer1.0', 'layer1.1', 'layer2.0', 'layer2.1', 'layer3.0', 'layer3.1', 'layer4.0', 'layer4.1')
[21:48:47] epoch 0: 0 written, 48 skipped, 0.0 min (0 min left)
[21:48:47] epoch 1: 0 written, 96 skipped, 0.0 min (0 min left)
[21:48:47] epoch 2: 0 written, 144 skipped, 0.0 min (0 min left)
[21:48:48] epoch 5: 0 written, 192 skipped, 0.0 min (0 min left)
[21:48:48] epoch 10: 0 written, 240 skipped, 0.0 min (0 min left)
[21:48:48] epoch 20: 0 written, 288 skipped, 0.0 min (0 min left)
[21:48:48] epoch 30: 0 written, 336 skipped, 0.0 min (0 min left)
[21:48:48] epoch 45: 0 written, 384 skipped, 0.0 min (0 min left)
[21:48:48] epoch 60: 0 written, 432 skipped, 0.0 min (0 min left)
[21:48:48] wrote 0 ensembles (432 already present) to out/parts/cifar
[2026-09-04 21:48:49] exit [1]: status 0 after 5s
[2026-09-04 21:48:49] start [2]: .venv/bin/python scripts/build_cifar_scans.py --net vgg --device cpu --threads 4 --batch-size 32 --bank 256 --thin 9 --families covariance_gaussian --base-families covariance_gaussian real_activation --frames origin --seeds 0 1 2 --resume
[21:48:51] bank (256, 3, 32, 32) from cifar10(cifar10-imageclas)[train,n=256,seed=0,norm(0.4914,0.4822,0.4465|0.247,0.2435,0.2616)]
[21:48:51] directions ['covariance_gaussian'] | bases ['covariance_gaussian', 'real_activation'] | ['origin']
[21:48:51] epochs [0, 10, 30, 75, 120, 165, 210, 255, 299] | seeds [0, 1, 2] | 40 scans per ensemble
[21:48:54] vgg19_cifar10_map passes the contract; cuts ('conv00', 'conv01', 'conv02', 'conv03', 'conv04', 'conv05', 'conv06', 'conv07', 'conv08', 'conv09', 'conv10', 'conv11', 'conv12', 'conv13', 'conv14', 'conv15')
[22:10:03] epoch 0: 95 written, 1 skipped, 21.2 min (170 min left)
[22:32:11] epoch 10: 191 written, 1 skipped, 43.3 min (152 min left)
[22:53:53] epoch 30: 287 written, 1 skipped, 65.0 min (130 min left)
[23:14:28] epoch 75: 383 written, 1 skipped, 85.6 min (107 min left)
[23:35:00] epoch 120: 479 written, 1 skipped, 106.2 min (85 min left)
[00:06:57] epoch 165: 575 written, 1 skipped, 138.1 min (69 min left)
[00:42:13] epoch 210: 671 written, 1 skipped, 173.4 min (50 min left)
[01:02:00] epoch 255: 767 written, 1 skipped, 193.2 min (24 min left)
[01:21:46] epoch 299: 863 written, 1 skipped, 212.9 min (0 min left)
[01:21:46] wrote 863 ensembles (1 already present) to out/parts/vgg_cifar10
[2026-09-05 01:21:47] exit [2]: status 0 after 12778s
[2026-09-05 01:21:47] start [3]: .venv/bin/python scripts/build_pages.py --pages cifar cifar_vgg
pages/cifar.html:   670.2 KB  (measured)
pages/cifar_vgg.html:  1290.9 KB  (measured)
[2026-09-05 01:21:49] exit [3]: status 0 after 2s
[2026-09-05 01:21:49] queue finished: 3 commands