Task 2969763
| Name | rand_automata_0049-1605424084-12135-1_1 |
| Workunit | 1341264 |
| Created | 16 Nov 2020, 15:37:08 UTC |
| Sent | 22 Nov 2020, 16:40:04 UTC |
| Report deadline | 29 Nov 2020, 16:40:04 UTC |
| Received | 22 Nov 2020, 20:48:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4439 |
| Run time | 3 hours 5 min 1 sec |
| CPU time | 3 hours 1 min 53 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,458.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.96 GB |
| Peak swap size | 3.06 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER) [2020-11-22 11:42:46 main:435] : INFO : Set logging level to 1 [2020-11-22 11:42:46 main:441] : INFO : Running in BOINC Client mode [2020-11-22 11:42:46 main:444] : INFO : Resolving all filenames [2020-11-22 11:42:46 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-train-val-dataset.hdf5 (exists = 1) [2020-11-22 11:42:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-1605424084-12135-1_1_r1867841241_1 (exists = 0) [2020-11-22 11:42:46 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-1605424084-12135-1_1_r1867841241_0 (exists = 0) [2020-11-22 11:42:46 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-1605424084-12135-1 (exists = 1) [2020-11-22 11:42:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-22 11:42:46 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-train-val-dataset.hdf5 [2020-11-22 11:42:46 main:474] : INFO : Configuration: [2020-11-22 11:42:46 main:475] : INFO : Model type: LSTM [2020-11-22 11:42:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-22 11:42:46 main:477] : INFO : Max Epochs: 192 [2020-11-22 11:42:46 main:478] : INFO : Batch Size: 32 [2020-11-22 11:42:46 main:479] : INFO : Learning Rate: 0.001 [2020-11-22 11:42:46 main:480] : INFO : Patience: 10 [2020-11-22 11:42:46 main:481] : INFO : Hidden Width: 64 [2020-11-22 11:42:46 main:482] : INFO : # Recurrent Layers: 4 [2020-11-22 11:42:46 main:483] : INFO : # Backend Layers: 2 [2020-11-22 11:42:46 main:484] : INFO : # Threads: 1 [2020-11-22 11:42:46 main:486] : INFO : Preparing Dataset [2020-11-22 11:42:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-train-val-dataset.hdf5 into memory [2020-11-22 11:42:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-train-val-dataset.hdf5 into memory [2020-11-22 11:42:49 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-22 11:42:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-train-val-dataset.hdf5 into memory [2020-11-22 11:42:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0049-train-val-dataset.hdf5 into memory [2020-11-22 11:42:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-22 11:42:49 main:494] : INFO : Creating Model [2020-11-22 11:42:49 main:507] : INFO : Preparing config file [2020-11-22 11:42:49 main:519] : INFO : Creating new config file [2020-11-22 11:42:49 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-22 11:42:51 main:559] : INFO : Loading DataLoader into Memory [2020-11-22 11:42:51 main:562] : INFO : Starting Training [2020-11-22 11:43:52 main:574] : INFO : Epoch 1 | loss: 0.000117975 | val_loss: 0.000105964 | Time: 61035.4 ms [2020-11-22 11:44:52 main:574] : INFO : Epoch 2 | loss: 0.000100362 | val_loss: 0.000106638 | Time: 59933.4 ms [2020-11-22 11:45:50 main:574] : INFO : Epoch 3 | loss: 0.000100408 | val_loss: 0.00010626 | Time: 58335 ms [2020-11-22 11:46:47 main:574] : INFO : Epoch 4 | loss: 0.000100179 | val_loss: 0.000104469 | Time: 56474.9 ms [2020-11-22 11:47:43 main:574] : INFO : Epoch 5 | loss: 9.97014e-05 | val_loss: 0.000104728 | Time: 56320.5 ms [2020-11-22 11:48:40 main:574] : INFO : Epoch 6 | loss: 9.88485e-05 | val_loss: 0.00010436 | Time: 57133.5 ms [2020-11-22 11:49:37 main:574] : INFO : Epoch 7 | loss: 9.77252e-05 | val_loss: 0.000102692 | Time: 56349.1 ms [2020-11-22 11:50:33 main:574] : INFO : Epoch 8 | loss: 9.72079e-05 | val_loss: 0.000102112 | Time: 56700.5 ms [2020-11-22 11:51:30 main:574] : INFO : Epoch 9 | loss: 9.63334e-05 | val_loss: 0.000100775 | Time: 56234.6 ms [2020-11-22 11:52:29 main:574] : INFO : Epoch 10 | loss: 9.50559e-05 | val_loss: 0.000100385 | Time: 59124.6 ms [2020-11-22 11:53:27 main:574] : INFO : Epoch 11 | loss: 9.43762e-05 | val_loss: 9.94607e-05 | Time: 57846.3 ms [2020-11-22 11:54:25 main:574] : INFO : Epoch 12 | loss: 9.39059e-05 | val_loss: 9.8396e-05 | Time: 58403.7 ms [2020-11-22 11:55:22 main:574] : INFO : Epoch 13 | loss: 9.24923e-05 | val_loss: 9.7499e-05 | Time: 57193.1 ms [2020-11-22 11:56:20 main:574] : INFO : Epoch 14 | loss: 9.14496e-05 | val_loss: 9.63739e-05 | Time: 57395.4 ms [2020-11-22 11:57:17 main:574] : INFO : Epoch 15 | loss: 9.08846e-05 | val_loss: 9.71506e-05 | Time: 57389.5 ms [2020-11-22 11:58:14 main:574] : INFO : Epoch 16 | loss: 9.02616e-05 | val_loss: 9.5727e-05 | Time: 56977.7 ms [2020-11-22 11:59:10 main:574] : INFO : Epoch 17 | loss: 8.90764e-05 | val_loss: 9.39426e-05 | Time: 56275.1 ms [2020-11-22 12:00:07 main:574] : INFO : Epoch 18 | loss: 8.81837e-05 | val_loss: 9.28064e-05 | Time: 56344.9 ms [2020-11-22 12:01:03 main:574] : INFO : Epoch 19 | loss: 8.73165e-05 | val_loss: 9.20461e-05 | Time: 56212.1 ms [2020-11-22 12:01:59 main:574] : INFO : Epoch 20 | loss: 8.67466e-05 | val_loss: 9.10152e-05 | Time: 56266.5 ms [2020-11-22 12:02:56 main:574] : INFO : Epoch 21 | loss: 8.60268e-05 | val_loss: 9.09947e-05 | Time: 56179 ms [2020-11-22 12:03:52 main:574] : INFO : Epoch 22 | loss: 8.52526e-05 | val_loss: 9.01564e-05 | Time: 56700.9 ms [2020-11-22 12:04:49 main:574] : INFO : Epoch 23 | loss: 8.42553e-05 | val_loss: 8.85753e-05 | Time: 56496.8 ms [2020-11-22 12:05:48 main:574] : INFO : Epoch 24 | loss: 8.38253e-05 | val_loss: 8.87502e-05 | Time: 58834.4 ms [2020-11-22 12:06:48 main:574] : INFO : Epoch 25 | loss: 8.30824e-05 | val_loss: 8.73885e-05 | Time: 60354 ms [2020-11-22 12:07:44 main:574] : INFO : Epoch 26 | loss: 8.21866e-05 | val_loss: 8.5645e-05 | Time: 56459.9 ms [2020-11-22 12:08:41 main:574] : INFO : Epoch 27 | loss: 8.16593e-05 | val_loss: 8.57889e-05 | Time: 56187 ms [2020-11-22 12:09:37 main:574] : INFO : Epoch 28 | loss: 8.08094e-05 | val_loss: 8.57772e-05 | Time: 56344.1 ms [2020-11-22 12:10:34 main:574] : INFO : Epoch 29 | loss: 8.0152e-05 | val_loss: 8.51853e-05 | Time: 57273 ms [2020-11-22 12:11:33 main:574] : INFO : Epoch 30 | loss: 7.94553e-05 | val_loss: 8.46406e-05 | Time: 58846.1 ms [2020-11-22 12:12:31 main:574] : INFO : Epoch 31 | loss: 7.90774e-05 | val_loss: 8.26788e-05 | Time: 57799.7 ms [2020-11-22 12:13:29 main:574] : INFO : Epoch 32 | loss: 7.82646e-05 | val_loss: 8.32976e-05 | Time: 57514.1 ms [2020-11-22 12:14:26 main:574] : INFO : Epoch 33 | loss: 7.749e-05 | val_loss: 8.0953e-05 | Time: 57803.3 ms [2020-11-22 12:15:24 main:574] : INFO : Epoch 34 | loss: 7.6748e-05 | val_loss: 8.10779e-05 | Time: 57702.1 ms [2020-11-22 12:16:22 main:574] : INFO : Epoch 35 | loss: 7.61416e-05 | val_loss: 8.0415e-05 | Time: 57731.4 ms [2020-11-22 12:17:20 main:574] : INFO : Epoch 36 | loss: 7.59127e-05 | val_loss: 7.97466e-05 | Time: 57711.4 ms [2020-11-22 12:18:17 main:574] : INFO : Epoch 37 | loss: 7.5114e-05 | val_loss: 7.9267e-05 | Time: 57561.3 ms [2020-11-22 12:19:14 main:574] : INFO : Epoch 38 | loss: 7.4184e-05 | val_loss: 7.94743e-05 | Time: 56588.6 ms [2020-11-22 12:20:10 main:574] : INFO : Epoch 39 | loss: 7.36764e-05 | val_loss: 7.81373e-05 | Time: 56157.4 ms [2020-11-22 12:21:06 main:574] : INFO : Epoch 40 | loss: 7.35718e-05 | val_loss: 7.79236e-05 | Time: 56094.4 ms [2020-11-22 12:22:02 main:574] : INFO : Epoch 41 | loss: 7.28451e-05 | val_loss: 7.7499e-05 | Time: 56208.6 ms [2020-11-22 12:22:58 main:574] : INFO : Epoch 42 | loss: 7.2019e-05 | val_loss: 7.60465e-05 | Time: 56039.3 ms [2020-11-22 12:23:55 main:574] : INFO : Epoch 43 | loss: 7.16135e-05 | val_loss: 7.67069e-05 | Time: 56993.7 ms [2020-11-22 12:24:54 main:574] : INFO : Epoch 44 | loss: 7.10833e-05 | val_loss: 7.51032e-05 | Time: 58880.4 ms [2020-11-22 12:25:53 main:574] : INFO : Epoch 45 | loss: 7.0969e-05 | val_loss: 7.50755e-05 | Time: 58582 ms [2020-11-22 12:26:51 main:574] : INFO : Epoch 46 | loss: 7.03433e-05 | val_loss: 7.51765e-05 | Time: 58100 ms [2020-11-22 12:27:48 main:574] : INFO : Epoch 47 | loss: 6.96553e-05 | val_loss: 7.46183e-05 | Time: 57480.3 ms [2020-11-22 12:28:47 main:574] : INFO : Epoch 48 | loss: 6.93279e-05 | val_loss: 7.31717e-05 | Time: 58302.1 ms [2020-11-22 12:29:44 main:574] : INFO : Epoch 49 | loss: 6.86254e-05 | val_loss: 7.3183e-05 | Time: 57186.6 ms [2020-11-22 12:30:41 main:574] : INFO : Epoch 50 | loss: 6.81543e-05 | val_loss: 7.26053e-05 | Time: 56760 ms [2020-11-22 12:31:37 main:574] : INFO : Epoch 51 | loss: 6.77844e-05 | val_loss: 7.13689e-05 | Time: 56641.3 ms [2020-11-22 12:32:37 main:574] : INFO : Epoch 52 | loss: 6.69841e-05 | val_loss: 7.14074e-05 | Time: 59192.1 ms [2020-11-22 12:33:34 main:574] : INFO : Epoch 53 | loss: 6.692e-05 | val_loss: 7.03478e-05 | Time: 57465.3 ms [2020-11-22 12:34:31 main:574] : INFO : Epoch 54 | loss: 6.63161e-05 | val_loss: 7.07945e-05 | Time: 56766.3 ms [2020-11-22 12:35:27 main:574] : INFO : Epoch 55 | loss: 6.58956e-05 | val_loss: 6.96373e-05 | Time: 56643.4 ms [2020-11-22 12:36:25 main:574] : INFO : Epoch 56 | loss: 6.53663e-05 | val_loss: 6.90289e-05 | Time: 57198.4 ms [2020-11-22 12:37:21 main:574] : INFO : Epoch 57 | loss: 6.48227e-05 | val_loss: 6.82595e-05 | Time: 56766.1 ms [2020-11-22 12:38:18 main:574] : INFO : Epoch 58 | loss: 6.46142e-05 | val_loss: 6.88654e-05 | Time: 56482.8 ms [2020-11-22 12:39:14 main:574] : INFO : Epoch 59 | loss: 6.40784e-05 | val_loss: 7.04007e-05 | Time: 56368 ms [2020-11-22 12:40:11 main:574] : INFO : Epoch 60 | loss: 6.36496e-05 | val_loss: 6.87115e-05 | Time: 56275 ms [2020-11-22 12:41:08 main:574] : INFO : Epoch 61 | loss: 6.32991e-05 | val_loss: 6.7531e-05 | Time: 57485.2 ms [2020-11-22 12:42:06 main:574] : INFO : Epoch 62 | loss: 6.26372e-05 | val_loss: 6.52839e-05 | Time: 57940.8 ms [2020-11-22 12:43:03 main:574] : INFO : Epoch 63 | loss: 6.23312e-05 | val_loss: 6.60609e-05 | Time: 56638.5 ms [2020-11-22 12:43:59 main:574] : INFO : Epoch 64 | loss: 6.17885e-05 | val_loss: 6.58434e-05 | Time: 56488.8 ms [2020-11-22 12:44:56 main:574] : INFO : Epoch 65 | loss: 6.1614e-05 | val_loss: 6.50732e-05 | Time: 56438.4 ms [2020-11-22 12:45:52 main:574] : INFO : Epoch 66 | loss: 6.12488e-05 | val_loss: 6.44864e-05 | Time: 56537.3 ms [2020-11-22 12:46:49 main:574] : INFO : Epoch 67 | loss: 6.08758e-05 | val_loss: 6.45893e-05 | Time: 56424.8 ms [2020-11-22 12:47:45 main:574] : INFO : Epoch 68 | loss: 6.04234e-05 | val_loss: 6.45632e-05 | Time: 56307 ms [2020-11-22 12:48:42 main:574] : INFO : Epoch 69 | loss: 5.99142e-05 | val_loss: 6.37719e-05 | Time: 56666.7 ms [2020-11-22 12:49:38 main:574] : INFO : Epoch 70 | loss: 5.97587e-05 | val_loss: 6.32857e-05 | Time: 56373.4 ms [2020-11-22 12:50:35 main:574] : INFO : Epoch 71 | loss: 5.9428e-05 | val_loss: 6.27828e-05 | Time: 56759.2 ms [2020-11-22 12:51:31 main:574] : INFO : Epoch 72 | loss: 5.89356e-05 | val_loss: 6.27076e-05 | Time: 56466.3 ms [2020-11-22 12:52:28 main:574] : INFO : Epoch 73 | loss: 5.84666e-05 | val_loss: 6.20646e-05 | Time: 56436 ms [2020-11-22 12:53:24 main:574] : INFO : Epoch 74 | loss: 5.81212e-05 | val_loss: 6.15751e-05 | Time: 56550.9 ms [2020-11-22 12:54:21 main:574] : INFO : Epoch 75 | loss: 5.78061e-05 | val_loss: 6.08606e-05 | Time: 56433.6 ms [2020-11-22 12:55:17 main:574] : INFO : Epoch 76 | loss: 5.75356e-05 | val_loss: 6.09672e-05 | Time: 56469.8 ms [2020-11-22 12:56:14 main:574] : INFO : Epoch 77 | loss: 5.74802e-05 | val_loss: 6.05596e-05 | Time: 56326.7 ms [2020-11-22 12:57:10 main:574] : INFO : Epoch 78 | loss: 5.70618e-05 | val_loss: 6.16672e-05 | Time: 56446.5 ms [2020-11-22 12:58:07 main:574] : INFO : Epoch 79 | loss: 5.65746e-05 | val_loss: 5.98718e-05 | Time: 56365.3 ms [2020-11-22 12:59:03 main:574] : INFO : Epoch 80 | loss: 5.59626e-05 | val_loss: 5.93335e-05 | Time: 56453.6 ms [2020-11-22 12:59:59 main:574] : INFO : Epoch 81 | loss: 5.58947e-05 | val_loss: 5.83277e-05 | Time: 56354.2 ms [2020-11-22 13:00:56 main:574] : INFO : Epoch 82 | loss: 5.58441e-05 | val_loss: 5.94516e-05 | Time: 56474 ms [2020-11-22 13:01:52 main:574] : INFO : Epoch 83 | loss: 5.54606e-05 | val_loss: 5.80657e-05 | Time: 56509.6 ms [2020-11-22 13:02:49 main:574] : INFO : Epoch 84 | loss: 5.48287e-05 | val_loss: 5.78694e-05 | Time: 56479.9 ms [2020-11-22 13:03:45 main:574] : INFO : Epoch 85 | loss: 5.46871e-05 | val_loss: 5.82643e-05 | Time: 56486 ms [2020-11-22 13:04:42 main:574] : INFO : Epoch 86 | loss: 5.43386e-05 | val_loss: 5.77837e-05 | Time: 56556.4 ms [2020-11-22 13:05:46 main:574] : INFO : Epoch 87 | loss: 5.42837e-05 | val_loss: 5.77525e-05 | Time: 63801 ms [2020-11-22 13:06:51 main:574] : INFO : Epoch 88 | loss: 5.38491e-05 | val_loss: 5.72503e-05 | Time: 65721.5 ms [2020-11-22 13:07:55 main:574] : INFO : Epoch 89 | loss: 5.35636e-05 | val_loss: 5.6849e-05 | Time: 63182 ms [2020-11-22 13:08:59 main:574] : INFO : Epoch 90 | loss: 5.30092e-05 | val_loss: 5.58545e-05 | Time: 64106.3 ms [2020-11-22 13:09:59 main:574] : INFO : Epoch 91 | loss: 5.2771e-05 | val_loss: 5.5992e-05 | Time: 60154.3 ms [2020-11-22 13:11:03 main:574] : INFO : Epoch 92 | loss: 5.27943e-05 | val_loss: 5.61508e-05 | Time: 64140.4 ms [2020-11-22 13:12:03 main:574] : INFO : Epoch 93 | loss: 5.22663e-05 | val_loss: 5.53402e-05 | Time: 60109.3 ms [2020-11-22 13:13:02 main:574] : INFO : Epoch 94 | loss: 5.18742e-05 | val_loss: 5.55577e-05 | Time: 58390 ms [2020-11-22 13:14:03 main:574] : INFO : Epoch 95 | loss: 5.19457e-05 | val_loss: 5.53155e-05 | Time: 60842.6 ms [2020-11-22 13:15:04 main:574] : INFO : Epoch 96 | loss: 5.16851e-05 | val_loss: 5.44726e-05 | Time: 61602.7 ms [2020-11-22 13:16:08 main:574] : INFO : Epoch 97 | loss: 5.13283e-05 | val_loss: 5.42562e-05 | Time: 64264.6 ms [2020-11-22 13:17:13 main:574] : INFO : Epoch 98 | loss: 5.10595e-05 | val_loss: 5.37331e-05 | Time: 64665.7 ms [2020-11-22 13:18:22 main:574] : INFO : Epoch 99 | loss: 5.07937e-05 | val_loss: 5.36221e-05 | Time: 68848.2 ms [2020-11-22 13:19:22 main:574] : INFO : Epoch 100 | loss: 5.05114e-05 | val_loss: 5.42773e-05 | Time: 59727.6 ms [2020-11-22 13:20:19 main:574] : INFO : Epoch 101 | loss: 5.02124e-05 | val_loss: 5.31134e-05 | Time: 57309.1 ms [2020-11-22 13:21:16 main:574] : INFO : Epoch 102 | loss: 5.00509e-05 | val_loss: 5.2854e-05 | Time: 57346 ms [2020-11-22 13:22:14 main:574] : INFO : Epoch 103 | loss: 4.98962e-05 | val_loss: 5.35023e-05 | Time: 57209 ms [2020-11-22 13:23:12 main:574] : INFO : Epoch 104 | loss: 4.94277e-05 | val_loss: 5.24891e-05 | Time: 58261.2 ms [2020-11-22 13:24:09 main:574] : INFO : Epoch 105 | loss: 4.89439e-05 | val_loss: 5.20669e-05 | Time: 56774.8 ms [2020-11-22 13:25:08 main:574] : INFO : Epoch 106 | loss: 4.89951e-05 | val_loss: 5.17628e-05 | Time: 59592.2 ms [2020-11-22 13:26:08 main:574] : INFO : Epoch 107 | loss: 4.87165e-05 | val_loss: 5.18674e-05 | Time: 59553 ms [2020-11-22 13:27:09 main:574] : INFO : Epoch 108 | loss: 4.86975e-05 | val_loss: 5.11631e-05 | Time: 61387.7 ms [2020-11-22 13:28:08 main:574] : INFO : Epoch 109 | loss: 4.78441e-05 | val_loss: 5.17675e-05 | Time: 58290 ms [2020-11-22 13:29:07 main:574] : INFO : Epoch 110 | loss: 4.80272e-05 | val_loss: 5.01066e-05 | Time: 59190.9 ms [2020-11-22 13:30:07 main:574] : INFO : Epoch 111 | loss: 4.77943e-05 | val_loss: 5.14684e-05 | Time: 60016.8 ms [2020-11-22 13:31:09 main:574] : INFO : Epoch 112 | loss: 4.77269e-05 | val_loss: 5.12618e-05 | Time: 62378.1 ms [2020-11-22 13:32:12 main:574] : INFO : Epoch 113 | loss: 4.73635e-05 | val_loss: 4.97571e-05 | Time: 63029.4 ms [2020-11-22 13:33:13 main:574] : INFO : Epoch 114 | loss: 4.69754e-05 | val_loss: 4.93144e-05 | Time: 60956.5 ms [2020-11-22 13:34:12 main:574] : INFO : Epoch 115 | loss: 4.6662e-05 | val_loss: 4.94582e-05 | Time: 58849.7 ms [2020-11-22 13:35:11 main:574] : INFO : Epoch 116 | loss: 4.66663e-05 | val_loss: 4.99039e-05 | Time: 58695.1 ms [2020-11-22 13:36:09 main:574] : INFO : Epoch 117 | loss: 4.64097e-05 | val_loss: 4.9414e-05 | Time: 58292.6 ms [2020-11-22 13:37:08 main:574] : INFO : Epoch 118 | loss: 4.62653e-05 | val_loss: 4.96645e-05 | Time: 58916.2 ms [2020-11-22 13:38:07 main:574] : INFO : Epoch 119 | loss: 4.60062e-05 | val_loss: 4.90017e-05 | Time: 59298.6 ms [2020-11-22 13:39:07 main:574] : INFO : Epoch 120 | loss: 4.58426e-05 | val_loss: 4.89712e-05 | Time: 59436 ms [2020-11-22 13:40:06 main:574] : INFO : Epoch 121 | loss: 4.55869e-05 | val_loss: 4.79113e-05 | Time: 59186 ms [2020-11-22 13:41:07 main:574] : INFO : Epoch 122 | loss: 4.53429e-05 | val_loss: 4.7764e-05 | Time: 60636.8 ms [2020-11-22 13:42:06 main:574] : INFO : Epoch 123 | loss: 4.52408e-05 | val_loss: 4.83104e-05 | Time: 59497.3 ms [2020-11-22 13:43:09 main:574] : INFO : Epoch 124 | loss: 4.49226e-05 | val_loss: 4.85426e-05 | Time: 62665.6 ms [2020-11-22 13:44:07 main:574] : INFO : Epoch 125 | loss: 4.48109e-05 | val_loss: 4.72865e-05 | Time: 58447.3 ms [2020-11-22 13:45:08 main:574] : INFO : Epoch 126 | loss: 4.4597e-05 | val_loss: 4.76321e-05 | Time: 60714.3 ms [2020-11-22 13:46:09 main:574] : INFO : Epoch 127 | loss: 4.44304e-05 | val_loss: 4.72391e-05 | Time: 60858.4 ms [2020-11-22 13:47:07 main:574] : INFO : Epoch 128 | loss: 4.41852e-05 | val_loss: 4.65624e-05 | Time: 57539.2 ms [2020-11-22 13:48:04 main:574] : INFO : Epoch 129 | loss: 4.40143e-05 | val_loss: 4.62225e-05 | Time: 57234.3 ms [2020-11-22 13:49:01 main:574] : INFO : Epoch 130 | loss: 4.37732e-05 | val_loss: 4.64891e-05 | Time: 57009.2 ms [2020-11-22 13:49:58 main:574] : INFO : Epoch 131 | loss: 4.37961e-05 | val_loss: 4.64405e-05 | Time: 56940.9 ms [2020-11-22 13:50:55 main:574] : INFO : Epoch 132 | loss: 4.33722e-05 | val_loss: 4.5923e-05 | Time: 56896.3 ms [2020-11-22 13:51:55 main:574] : INFO : Epoch 133 | loss: 4.31241e-05 | val_loss: 4.60174e-05 | Time: 59824.6 ms [2020-11-22 13:52:52 main:574] : INFO : Epoch 134 | loss: 4.30416e-05 | val_loss: 4.60155e-05 | Time: 57753 ms [2020-11-22 13:53:49 main:574] : INFO : Epoch 135 | loss: 4.28418e-05 | val_loss: 4.54709e-05 | Time: 56395.4 ms [2020-11-22 13:54:45 main:574] : INFO : Epoch 136 | loss: 4.24591e-05 | val_loss: 4.57533e-05 | Time: 56070.4 ms [2020-11-22 13:55:41 main:574] : INFO : Epoch 137 | loss: 4.26382e-05 | val_loss: 4.47193e-05 | Time: 56346.8 ms [2020-11-22 13:56:38 main:574] : INFO : Epoch 138 | loss: 4.23051e-05 | val_loss: 4.52874e-05 | Time: 56573.9 ms [2020-11-22 13:57:34 main:574] : INFO : Epoch 139 | loss: 4.22702e-05 | val_loss: 4.46472e-05 | Time: 56212.5 ms [2020-11-22 13:58:30 main:574] : INFO : Epoch 140 | loss: 4.20759e-05 | val_loss: 4.43329e-05 | Time: 56182.6 ms [2020-11-22 13:59:27 main:574] : INFO : Epoch 141 | loss: 4.17751e-05 | val_loss: 4.40827e-05 | Time: 56416.4 ms [2020-11-22 14:00:23 main:574] : INFO : Epoch 142 | loss: 4.15965e-05 | val_loss: 4.31418e-05 | Time: 56374 ms [2020-11-22 14:01:22 main:574] : INFO : Epoch 143 | loss: 4.15267e-05 | val_loss: 4.49159e-05 | Time: 59036.5 ms [2020-11-22 14:02:22 main:574] : INFO : Epoch 144 | loss: 4.1257e-05 | val_loss: 4.40796e-05 | Time: 59451.1 ms [2020-11-22 14:03:19 main:574] : INFO : Epoch 145 | loss: 4.10034e-05 | val_loss: 4.36447e-05 | Time: 57062.4 ms [2020-11-22 14:04:16 main:574] : INFO : Epoch 146 | loss: 4.09493e-05 | val_loss: 4.38757e-05 | Time: 57782.4 ms [2020-11-22 14:05:14 main:574] : INFO : Epoch 147 | loss: 4.08197e-05 | val_loss: 4.36135e-05 | Time: 57210.2 ms [2020-11-22 14:06:11 main:574] : INFO : Epoch 148 | loss: 4.06083e-05 | val_loss: 4.35952e-05 | Time: 57264.4 ms [2020-11-22 14:07:08 main:574] : INFO : Epoch 149 | loss: 4.04745e-05 | val_loss: 4.28175e-05 | Time: 56888.5 ms [2020-11-22 14:08:05 main:574] : INFO : Epoch 150 | loss: 4.03162e-05 | val_loss: 4.30853e-05 | Time: 57290.6 ms [2020-11-22 14:09:02 main:574] : INFO : Epoch 151 | loss: 4.00379e-05 | val_loss: 4.34087e-05 | Time: 56741.7 ms [2020-11-22 14:09:58 main:574] : INFO : Epoch 152 | loss: 4.00488e-05 | val_loss: 4.2995e-05 | Time: 56092.6 ms [2020-11-22 14:10:54 main:574] : INFO : Epoch 153 | loss: 3.98347e-05 | val_loss: 4.27103e-05 | Time: 56389 ms [2020-11-22 14:11:51 main:574] : INFO : Epoch 154 | loss: 3.9628e-05 | val_loss: 4.27904e-05 | Time: 56200 ms [2020-11-22 14:12:47 main:574] : INFO : Epoch 155 | loss: 3.94164e-05 | val_loss: 4.18392e-05 | Time: 56466.5 ms [2020-11-22 14:13:44 main:574] : INFO : Epoch 156 | loss: 3.93411e-05 | val_loss: 4.21565e-05 | Time: 56464.2 ms [2020-11-22 14:14:40 main:574] : INFO : Epoch 157 | loss: 3.91129e-05 | val_loss: 4.17531e-05 | Time: 56343 ms [2020-11-22 14:15:36 main:574] : INFO : Epoch 158 | loss: 3.90277e-05 | val_loss: 4.1933e-05 | Time: 56108.7 ms [2020-11-22 14:16:32 main:574] : INFO : Epoch 159 | loss: 3.86226e-05 | val_loss: 4.09767e-05 | Time: 56098.8 ms [2020-11-22 14:17:28 main:574] : INFO : Epoch 160 | loss: 3.87429e-05 | val_loss: 4.14219e-05 | Time: 56177.8 ms [2020-11-22 14:18:25 main:574] : INFO : Epoch 161 | loss: 3.83801e-05 | val_loss: 4.16716e-05 | Time: 56279.8 ms [2020-11-22 14:19:21 main:574] : INFO : Epoch 162 | loss: 3.8313e-05 | val_loss: 4.07381e-05 | Time: 56370.6 ms [2020-11-22 14:20:17 main:574] : INFO : Epoch 163 | loss: 3.82374e-05 | val_loss: 4.05882e-05 | Time: 56038 ms [2020-11-22 14:21:13 main:574] : INFO : Epoch 164 | loss: 3.8204e-05 | val_loss: 4.11767e-05 | Time: 56205.3 ms [2020-11-22 14:22:10 main:574] : INFO : Epoch 165 | loss: 3.78778e-05 | val_loss: 4.04562e-05 | Time: 56414.5 ms [2020-11-22 14:23:06 main:574] : INFO : Epoch 166 | loss: 3.79528e-05 | val_loss: 4.03717e-05 | Time: 56227.9 ms [2020-11-22 14:24:02 main:574] : INFO : Epoch 167 | loss: 3.74777e-05 | val_loss: 3.9872e-05 | Time: 56169.9 ms [2020-11-22 14:24:59 main:574] : INFO : Epoch 168 | loss: 3.74744e-05 | val_loss: 4.0192e-05 | Time: 56278.2 ms [2020-11-22 14:25:55 main:574] : INFO : Epoch 169 | loss: 3.74517e-05 | val_loss: 4.13998e-05 | Time: 56274.8 ms [2020-11-22 14:26:51 main:574] : INFO : Epoch 170 | loss: 3.74405e-05 | val_loss: 4.02699e-05 | Time: 56081.4 ms [2020-11-22 14:27:47 main:574] : INFO : Epoch 171 | loss: 3.70166e-05 | val_loss: 3.96914e-05 | Time: 56332.8 ms [2020-11-22 14:28:44 main:574] : INFO : Epoch 172 | loss: 3.69462e-05 | val_loss: 3.91381e-05 | Time: 56329.4 ms [2020-11-22 14:29:40 main:574] : INFO : Epoch 173 | loss: 3.69625e-05 | val_loss: 4.03989e-05 | Time: 56361.2 ms [2020-11-22 14:30:36 main:574] : INFO : Epoch 174 | loss: 3.65952e-05 | val_loss: 3.8677e-05 | Time: 56219.2 ms [2020-11-22 14:31:33 main:574] : INFO : Epoch 175 | loss: 3.6576e-05 | val_loss: 3.9121e-05 | Time: 56367.5 ms [2020-11-22 14:32:29 main:574] : INFO : Epoch 176 | loss: 3.64213e-05 | val_loss: 3.91792e-05 | Time: 56198.4 ms [2020-11-22 14:33:25 main:574] : INFO : Epoch 177 | loss: 3.61998e-05 | val_loss: 3.84989e-05 | Time: 56367.9 ms [2020-11-22 14:34:21 main:574] : INFO : Epoch 178 | loss: 3.63851e-05 | val_loss: 3.8927e-05 | Time: 56103 ms [2020-11-22 14:35:18 main:574] : INFO : Epoch 179 | loss: 3.60211e-05 | val_loss: 3.85094e-05 | Time: 56247.8 ms [2020-11-22 14:36:14 main:574] : INFO : Epoch 180 | loss: 3.59135e-05 | val_loss: 3.8424e-05 | Time: 56193.3 ms [2020-11-22 14:37:10 main:574] : INFO : Epoch 181 | loss: 3.58584e-05 | val_loss: 3.81223e-05 | Time: 56199.4 ms [2020-11-22 14:38:06 main:574] : INFO : Epoch 182 | loss: 3.57499e-05 | val_loss: 3.823e-05 | Time: 56216 ms [2020-11-22 14:39:03 main:574] : INFO : Epoch 183 | loss: 3.54471e-05 | val_loss: 3.75606e-05 | Time: 56416.7 ms [2020-11-22 14:39:59 main:574] : INFO : Epoch 184 | loss: 3.54107e-05 | val_loss: 3.83282e-05 | Time: 56586.8 ms [2020-11-22 14:40:56 main:574] : INFO : Epoch 185 | loss: 3.54962e-05 | val_loss: 3.77183e-05 | Time: 57179.1 ms [2020-11-22 14:41:54 main:574] : INFO : Epoch 186 | loss: 3.50768e-05 | val_loss: 3.78303e-05 | Time: 57757.6 ms [2020-11-22 14:42:52 main:574] : INFO : Epoch 187 | loss: 3.51045e-05 | val_loss: 3.72188e-05 | Time: 57767.5 ms [2020-11-22 14:43:50 main:574] : INFO : Epoch 188 | loss: 3.48269e-05 | val_loss: 3.73247e-05 | Time: 57943.8 ms [2020-11-22 14:44:48 main:574] : INFO : Epoch 189 | loss: 3.45926e-05 | val_loss: 3.76945e-05 | Time: 57695.1 ms [2020-11-22 14:45:46 main:574] : INFO : Epoch 190 | loss: 3.48117e-05 | val_loss: 3.73675e-05 | Time: 57793.9 ms [2020-11-22 14:46:43 main:574] : INFO : Epoch 191 | loss: 3.45183e-05 | val_loss: 3.70419e-05 | Time: 57735.1 ms [2020-11-22 14:47:41 main:574] : INFO : Epoch 192 | loss: 3.44222e-05 | val_loss: 3.75106e-05 | Time: 57771.2 ms [2020-11-22 14:47:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.75106e-05 [2020-11-22 14:47:41 main:603] : INFO : Saving end state to config to file [2020-11-22 14:47:41 main:608] : INFO : Success, exiting.. 14:47:41 (9584): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)