Task 2795851
| Name | rand_automata_0027-1604933515-1305-1_1 |
| Workunit | 1259691 |
| Created | 9 Nov 2020, 19:00:31 UTC |
| Sent | 9 Nov 2020, 19:01:28 UTC |
| Report deadline | 16 Nov 2020, 19:01:28 UTC |
| Received | 12 Nov 2020, 1:22:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 596 |
| Run time | 47 min 46 sec |
| CPU time | 44 min 24 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 7,315.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.97 GB |
| Peak swap size | 3.93 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060 SUPER) [2020-11-12 01:34:30 main:435] : INFO : Set logging level to 1 [2020-11-12 01:34:30 main:441] : INFO : Running in BOINC Client mode [2020-11-12 01:34:30 main:444] : INFO : Resolving all filenames [2020-11-12 01:34:30 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 (exists = 1) [2020-11-12 01:34:30 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-1604933515-1305-1_1_r1905213533_1 (exists = 0) [2020-11-12 01:34:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-1604933515-1305-1_1_r1905213533_0 (exists = 0) [2020-11-12 01:34:30 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-1604933515-1305-1 (exists = 1) [2020-11-12 01:34:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 01:34:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 [2020-11-12 01:34:30 main:474] : INFO : Configuration: [2020-11-12 01:34:30 main:475] : INFO : Model type: LSTM [2020-11-12 01:34:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 01:34:30 main:477] : INFO : Max Epochs: 192 [2020-11-12 01:34:30 main:478] : INFO : Batch Size: 32 [2020-11-12 01:34:30 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 01:34:30 main:480] : INFO : Patience: 10 [2020-11-12 01:34:30 main:481] : INFO : Hidden Width: 64 [2020-11-12 01:34:30 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 01:34:30 main:483] : INFO : # Backend Layers: 2 [2020-11-12 01:34:30 main:484] : INFO : # Threads: 1 [2020-11-12 01:34:30 main:486] : INFO : Preparing Dataset [2020-11-12 01:34:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-12 01:34:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-12 01:34:34 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 01:34:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-12 01:34:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-12 01:34:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 01:34:34 main:494] : INFO : Creating Model [2020-11-12 01:34:34 main:507] : INFO : Preparing config file [2020-11-12 01:34:34 main:519] : INFO : Creating new config file [2020-11-12 01:34:34 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 01:34:37 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 01:34:37 main:562] : INFO : Starting Training [2020-11-12 01:34:52 main:574] : INFO : Epoch 1 | loss: 0.000168353 | val_loss: 0.000138101 | Time: 15488 ms [2020-11-12 01:35:07 main:574] : INFO : Epoch 2 | loss: 0.000136993 | val_loss: 0.000137324 | Time: 14884.6 ms [2020-11-12 01:35:22 main:574] : INFO : Epoch 3 | loss: 0.000134956 | val_loss: 0.000135612 | Time: 14545 ms [2020-11-12 01:35:36 main:574] : INFO : Epoch 4 | loss: 0.000132642 | val_loss: 0.00013221 | Time: 14780.9 ms [2020-11-12 01:35:51 main:574] : INFO : Epoch 5 | loss: 0.000129514 | val_loss: 0.000128829 | Time: 14787 ms [2020-11-12 01:36:06 main:574] : INFO : Epoch 6 | loss: 0.000126139 | val_loss: 0.000126196 | Time: 14625.3 ms [2020-11-12 01:36:21 main:574] : INFO : Epoch 7 | loss: 0.000123353 | val_loss: 0.000122613 | Time: 15058.5 ms [2020-11-12 01:36:36 main:574] : INFO : Epoch 8 | loss: 0.000120463 | val_loss: 0.00012017 | Time: 14840.2 ms [2020-11-12 01:36:50 main:574] : INFO : Epoch 9 | loss: 0.000117161 | val_loss: 0.00011619 | Time: 14662.5 ms [2020-11-12 01:37:05 main:574] : INFO : Epoch 10 | loss: 0.000114778 | val_loss: 0.000113815 | Time: 14746.6 ms [2020-11-12 01:37:20 main:574] : INFO : Epoch 11 | loss: 0.000111841 | val_loss: 0.000112301 | Time: 15043.8 ms [2020-11-12 01:37:35 main:574] : INFO : Epoch 12 | loss: 0.000109334 | val_loss: 0.000108536 | Time: 14689.5 ms [2020-11-12 01:37:50 main:574] : INFO : Epoch 13 | loss: 0.000106839 | val_loss: 0.000106018 | Time: 14977.5 ms [2020-11-12 01:38:05 main:574] : INFO : Epoch 14 | loss: 0.000104673 | val_loss: 0.000104251 | Time: 14602.8 ms [2020-11-12 01:38:19 main:574] : INFO : Epoch 15 | loss: 0.000101985 | val_loss: 0.000101138 | Time: 14840.1 ms [2020-11-12 01:38:34 main:574] : INFO : Epoch 16 | loss: 9.98035e-05 | val_loss: 9.94232e-05 | Time: 14726.1 ms [2020-11-12 01:38:49 main:574] : INFO : Epoch 17 | loss: 9.79243e-05 | val_loss: 9.84797e-05 | Time: 14748 ms [2020-11-12 01:39:04 main:574] : INFO : Epoch 18 | loss: 9.55954e-05 | val_loss: 9.54017e-05 | Time: 15139.3 ms [2020-11-12 01:39:19 main:574] : INFO : Epoch 19 | loss: 9.35029e-05 | val_loss: 9.33946e-05 | Time: 14820.1 ms [2020-11-12 01:39:34 main:574] : INFO : Epoch 20 | loss: 9.13903e-05 | val_loss: 9.08902e-05 | Time: 14505.8 ms [2020-11-12 01:39:48 main:574] : INFO : Epoch 21 | loss: 8.95579e-05 | val_loss: 8.94216e-05 | Time: 14464.7 ms [2020-11-12 01:40:03 main:574] : INFO : Epoch 22 | loss: 8.81186e-05 | val_loss: 8.82005e-05 | Time: 14854.1 ms [2020-11-12 01:40:18 main:574] : INFO : Epoch 23 | loss: 8.63479e-05 | val_loss: 8.65121e-05 | Time: 14962 ms [2020-11-12 01:40:32 main:574] : INFO : Epoch 24 | loss: 8.49559e-05 | val_loss: 8.37408e-05 | Time: 14530.6 ms [2020-11-12 01:40:47 main:574] : INFO : Epoch 25 | loss: 8.32043e-05 | val_loss: 8.22886e-05 | Time: 14637.2 ms [2020-11-12 01:41:02 main:574] : INFO : Epoch 26 | loss: 8.14861e-05 | val_loss: 8.24711e-05 | Time: 14632.1 ms [2020-11-12 01:41:16 main:574] : INFO : Epoch 27 | loss: 8.01538e-05 | val_loss: 8.0397e-05 | Time: 14618 ms [2020-11-12 01:41:31 main:574] : INFO : Epoch 28 | loss: 7.84996e-05 | val_loss: 7.8108e-05 | Time: 14527.9 ms [2020-11-12 01:41:46 main:574] : INFO : Epoch 29 | loss: 7.72318e-05 | val_loss: 7.66731e-05 | Time: 14675.2 ms [2020-11-12 01:42:00 main:574] : INFO : Epoch 30 | loss: 7.59208e-05 | val_loss: 7.62931e-05 | Time: 14481.6 ms [2020-11-12 01:42:15 main:574] : INFO : Epoch 31 | loss: 7.45729e-05 | val_loss: 7.37168e-05 | Time: 14808.6 ms [2020-11-12 01:42:30 main:574] : INFO : Epoch 32 | loss: 7.31702e-05 | val_loss: 7.35059e-05 | Time: 14689.1 ms [2020-11-12 01:42:45 main:574] : INFO : Epoch 33 | loss: 7.20129e-05 | val_loss: 7.14223e-05 | Time: 14933.9 ms [2020-11-12 01:42:59 main:574] : INFO : Epoch 34 | loss: 7.09508e-05 | val_loss: 7.14976e-05 | Time: 14857.4 ms [2020-11-12 01:43:14 main:574] : INFO : Epoch 35 | loss: 6.98079e-05 | val_loss: 6.93749e-05 | Time: 14853.3 ms [2020-11-12 01:43:29 main:574] : INFO : Epoch 36 | loss: 6.86036e-05 | val_loss: 6.82822e-05 | Time: 14414.3 ms [2020-11-12 01:43:43 main:574] : INFO : Epoch 37 | loss: 6.7595e-05 | val_loss: 6.91108e-05 | Time: 14476.2 ms [2020-11-12 01:43:58 main:574] : INFO : Epoch 38 | loss: 6.627e-05 | val_loss: 6.65263e-05 | Time: 14767.1 ms [2020-11-12 01:44:13 main:574] : INFO : Epoch 39 | loss: 6.57153e-05 | val_loss: 6.55759e-05 | Time: 15106.4 ms [2020-11-12 01:44:28 main:574] : INFO : Epoch 40 | loss: 6.4776e-05 | val_loss: 6.50037e-05 | Time: 15075.1 ms [2020-11-12 01:44:43 main:574] : INFO : Epoch 41 | loss: 6.34202e-05 | val_loss: 6.35771e-05 | Time: 14716 ms [2020-11-12 01:44:58 main:574] : INFO : Epoch 42 | loss: 6.24833e-05 | val_loss: 6.3605e-05 | Time: 15300.7 ms [2020-11-12 01:45:13 main:574] : INFO : Epoch 43 | loss: 6.19069e-05 | val_loss: 6.26896e-05 | Time: 14642.8 ms [2020-11-12 01:45:28 main:574] : INFO : Epoch 44 | loss: 6.07409e-05 | val_loss: 6.0951e-05 | Time: 15184.4 ms [2020-11-12 01:45:43 main:574] : INFO : Epoch 45 | loss: 5.98744e-05 | val_loss: 5.96403e-05 | Time: 14859.5 ms [2020-11-12 01:45:58 main:574] : INFO : Epoch 46 | loss: 5.91358e-05 | val_loss: 5.81334e-05 | Time: 15035.5 ms [2020-11-12 01:46:13 main:574] : INFO : Epoch 47 | loss: 5.82979e-05 | val_loss: 5.88532e-05 | Time: 14766.9 ms [2020-11-12 01:46:27 main:574] : INFO : Epoch 48 | loss: 5.74077e-05 | val_loss: 5.70895e-05 | Time: 14332.7 ms [2020-11-12 01:46:42 main:574] : INFO : Epoch 49 | loss: 5.68642e-05 | val_loss: 5.58362e-05 | Time: 14392.6 ms [2020-11-12 01:46:57 main:574] : INFO : Epoch 50 | loss: 5.61237e-05 | val_loss: 5.59582e-05 | Time: 14808.6 ms [2020-11-12 01:47:11 main:574] : INFO : Epoch 51 | loss: 5.54724e-05 | val_loss: 5.51096e-05 | Time: 14523.3 ms [2020-11-12 01:47:26 main:574] : INFO : Epoch 52 | loss: 5.46259e-05 | val_loss: 5.3859e-05 | Time: 14534.8 ms [2020-11-12 01:47:40 main:574] : INFO : Epoch 53 | loss: 5.39768e-05 | val_loss: 5.32632e-05 | Time: 14845.9 ms [2020-11-12 01:47:55 main:574] : INFO : Epoch 54 | loss: 5.30122e-05 | val_loss: 5.30453e-05 | Time: 14974.2 ms [2020-11-12 01:48:10 main:574] : INFO : Epoch 55 | loss: 5.24191e-05 | val_loss: 5.2497e-05 | Time: 14850.3 ms [2020-11-12 01:48:25 main:574] : INFO : Epoch 56 | loss: 5.19806e-05 | val_loss: 5.15462e-05 | Time: 14529 ms [2020-11-12 01:48:40 main:574] : INFO : Epoch 57 | loss: 5.14535e-05 | val_loss: 5.14872e-05 | Time: 15014.9 ms [2020-11-12 01:48:55 main:574] : INFO : Epoch 58 | loss: 5.06959e-05 | val_loss: 5.05394e-05 | Time: 14562.4 ms [2020-11-12 01:49:09 main:574] : INFO : Epoch 59 | loss: 5.00038e-05 | val_loss: 4.98107e-05 | Time: 14522.1 ms [2020-11-12 01:49:24 main:574] : INFO : Epoch 60 | loss: 4.92104e-05 | val_loss: 4.90442e-05 | Time: 14717.5 ms [2020-11-12 01:49:39 main:574] : INFO : Epoch 61 | loss: 4.88946e-05 | val_loss: 4.86287e-05 | Time: 14775.1 ms [2020-11-12 01:49:53 main:574] : INFO : Epoch 62 | loss: 4.82601e-05 | val_loss: 4.8294e-05 | Time: 14724.7 ms [2020-11-12 01:50:08 main:574] : INFO : Epoch 63 | loss: 4.77134e-05 | val_loss: 4.72689e-05 | Time: 14840.7 ms [2020-11-12 01:50:23 main:574] : INFO : Epoch 64 | loss: 4.71675e-05 | val_loss: 4.66754e-05 | Time: 14963.3 ms [2020-11-12 01:50:38 main:574] : INFO : Epoch 65 | loss: 4.65083e-05 | val_loss: 4.61635e-05 | Time: 14579.8 ms [2020-11-12 01:50:53 main:574] : INFO : Epoch 66 | loss: 4.65378e-05 | val_loss: 4.67753e-05 | Time: 14811.7 ms [2020-11-12 01:51:08 main:574] : INFO : Epoch 67 | loss: 4.58037e-05 | val_loss: 4.56546e-05 | Time: 14936.4 ms [2020-11-12 01:51:22 main:574] : INFO : Epoch 68 | loss: 4.49782e-05 | val_loss: 4.49427e-05 | Time: 14664.8 ms [2020-11-12 01:51:37 main:574] : INFO : Epoch 69 | loss: 4.47567e-05 | val_loss: 4.50091e-05 | Time: 15076.5 ms [2020-11-12 01:51:52 main:574] : INFO : Epoch 70 | loss: 4.41102e-05 | val_loss: 4.44948e-05 | Time: 14891.1 ms [2020-11-12 01:52:07 main:574] : INFO : Epoch 71 | loss: 4.38664e-05 | val_loss: 4.39957e-05 | Time: 15180.7 ms [2020-11-12 01:52:23 main:574] : INFO : Epoch 72 | loss: 4.33711e-05 | val_loss: 4.26105e-05 | Time: 15053.2 ms [2020-11-12 01:52:37 main:574] : INFO : Epoch 73 | loss: 4.2707e-05 | val_loss: 4.31495e-05 | Time: 14681.1 ms [2020-11-12 01:52:52 main:574] : INFO : Epoch 74 | loss: 4.20634e-05 | val_loss: 4.20073e-05 | Time: 14623.9 ms [2020-11-12 01:53:07 main:574] : INFO : Epoch 75 | loss: 4.1616e-05 | val_loss: 4.2909e-05 | Time: 14802.1 ms [2020-11-12 01:53:22 main:574] : INFO : Epoch 76 | loss: 4.19004e-05 | val_loss: 4.17769e-05 | Time: 14954 ms [2020-11-12 01:53:37 main:574] : INFO : Epoch 77 | loss: 4.1018e-05 | val_loss: 4.1242e-05 | Time: 15006.6 ms [2020-11-12 01:53:52 main:574] : INFO : Epoch 78 | loss: 4.04099e-05 | val_loss: 4.02649e-05 | Time: 14788.6 ms [2020-11-12 01:54:06 main:574] : INFO : Epoch 79 | loss: 4.03764e-05 | val_loss: 4.08737e-05 | Time: 14480.2 ms [2020-11-12 01:54:21 main:574] : INFO : Epoch 80 | loss: 4.00031e-05 | val_loss: 4.14304e-05 | Time: 15009.8 ms [2020-11-12 01:54:36 main:574] : INFO : Epoch 81 | loss: 3.97889e-05 | val_loss: 3.94635e-05 | Time: 15051.5 ms [2020-11-12 01:54:51 main:574] : INFO : Epoch 82 | loss: 3.91098e-05 | val_loss: 3.91542e-05 | Time: 14387.6 ms [2020-11-12 01:55:05 main:574] : INFO : Epoch 83 | loss: 3.88581e-05 | val_loss: 3.83592e-05 | Time: 14751.6 ms [2020-11-12 01:55:20 main:574] : INFO : Epoch 84 | loss: 3.87032e-05 | val_loss: 3.84747e-05 | Time: 14785.9 ms [2020-11-12 01:55:35 main:574] : INFO : Epoch 85 | loss: 3.80527e-05 | val_loss: 3.84961e-05 | Time: 14488.2 ms [2020-11-12 01:55:49 main:574] : INFO : Epoch 86 | loss: 3.7457e-05 | val_loss: 3.89777e-05 | Time: 14718.3 ms [2020-11-12 01:56:04 main:574] : INFO : Epoch 87 | loss: 3.72084e-05 | val_loss: 3.75123e-05 | Time: 14703.1 ms [2020-11-12 01:56:19 main:574] : INFO : Epoch 88 | loss: 3.72664e-05 | val_loss: 3.74272e-05 | Time: 15011.2 ms [2020-11-12 01:56:34 main:574] : INFO : Epoch 89 | loss: 3.68367e-05 | val_loss: 3.75481e-05 | Time: 15090.8 ms [2020-11-12 01:56:49 main:574] : INFO : Epoch 90 | loss: 3.65842e-05 | val_loss: 3.77116e-05 | Time: 14800.9 ms [2020-11-12 01:57:04 main:574] : INFO : Epoch 91 | loss: 3.59696e-05 | val_loss: 3.60226e-05 | Time: 14918.9 ms [2020-11-12 01:57:19 main:574] : INFO : Epoch 92 | loss: 3.55349e-05 | val_loss: 3.53594e-05 | Time: 14714.6 ms [2020-11-12 01:57:33 main:574] : INFO : Epoch 93 | loss: 3.53104e-05 | val_loss: 3.51658e-05 | Time: 14612.5 ms [2020-11-12 01:57:48 main:574] : INFO : Epoch 94 | loss: 3.51257e-05 | val_loss: 3.53495e-05 | Time: 14901 ms [2020-11-12 01:58:03 main:574] : INFO : Epoch 95 | loss: 3.49418e-05 | val_loss: 3.49945e-05 | Time: 14715.7 ms [2020-11-12 01:58:18 main:574] : INFO : Epoch 96 | loss: 3.47311e-05 | val_loss: 3.46216e-05 | Time: 14708.9 ms [2020-11-12 01:58:33 main:574] : INFO : Epoch 97 | loss: 3.41979e-05 | val_loss: 3.40663e-05 | Time: 15036.4 ms [2020-11-12 01:58:48 main:574] : INFO : Epoch 98 | loss: 3.4038e-05 | val_loss: 3.37713e-05 | Time: 15148.1 ms [2020-11-12 01:59:03 main:574] : INFO : Epoch 99 | loss: 3.38653e-05 | val_loss: 3.33855e-05 | Time: 14890.7 ms [2020-11-12 01:59:18 main:574] : INFO : Epoch 100 | loss: 3.36075e-05 | val_loss: 3.38251e-05 | Time: 14708.4 ms [2020-11-12 01:59:32 main:574] : INFO : Epoch 101 | loss: 3.31147e-05 | val_loss: 3.34203e-05 | Time: 14738.7 ms [2020-11-12 01:59:47 main:574] : INFO : Epoch 102 | loss: 3.30093e-05 | val_loss: 3.30937e-05 | Time: 15096.2 ms [2020-11-12 02:00:02 main:574] : INFO : Epoch 103 | loss: 3.29664e-05 | val_loss: 3.3068e-05 | Time: 14551.2 ms [2020-11-12 02:00:17 main:574] : INFO : Epoch 104 | loss: 3.23461e-05 | val_loss: 3.22076e-05 | Time: 14963.2 ms [2020-11-12 02:00:32 main:574] : INFO : Epoch 105 | loss: 3.19117e-05 | val_loss: 3.20901e-05 | Time: 15156.2 ms [2020-11-12 02:00:47 main:574] : INFO : Epoch 106 | loss: 3.22449e-05 | val_loss: 3.22272e-05 | Time: 15252.1 ms [2020-11-12 02:01:03 main:574] : INFO : Epoch 107 | loss: 3.18589e-05 | val_loss: 3.17752e-05 | Time: 15279.9 ms [2020-11-12 02:01:18 main:574] : INFO : Epoch 108 | loss: 3.12825e-05 | val_loss: 3.24325e-05 | Time: 14848.9 ms [2020-11-12 02:01:33 main:574] : INFO : Epoch 109 | loss: 3.11478e-05 | val_loss: 3.06972e-05 | Time: 15134.3 ms [2020-11-12 02:01:48 main:574] : INFO : Epoch 110 | loss: 3.07051e-05 | val_loss: 3.0734e-05 | Time: 15137.2 ms [2020-11-12 02:02:03 main:574] : INFO : Epoch 111 | loss: 3.09321e-05 | val_loss: 3.20773e-05 | Time: 15046.5 ms [2020-11-12 02:02:18 main:574] : INFO : Epoch 112 | loss: 3.03943e-05 | val_loss: 3.09797e-05 | Time: 14746.3 ms [2020-11-12 02:02:33 main:574] : INFO : Epoch 113 | loss: 3.00284e-05 | val_loss: 3.00818e-05 | Time: 15126 ms [2020-11-12 02:02:48 main:574] : INFO : Epoch 114 | loss: 2.99103e-05 | val_loss: 3.01728e-05 | Time: 14651.9 ms [2020-11-12 02:03:02 main:574] : INFO : Epoch 115 | loss: 2.98815e-05 | val_loss: 2.9844e-05 | Time: 14649.7 ms [2020-11-12 02:03:17 main:574] : INFO : Epoch 116 | loss: 2.95115e-05 | val_loss: 2.89135e-05 | Time: 14850.3 ms [2020-11-12 02:03:32 main:574] : INFO : Epoch 117 | loss: 2.93105e-05 | val_loss: 2.93249e-05 | Time: 14811.1 ms [2020-11-12 02:03:47 main:574] : INFO : Epoch 118 | loss: 2.91777e-05 | val_loss: 2.88755e-05 | Time: 14743.7 ms [2020-11-12 02:04:01 main:574] : INFO : Epoch 119 | loss: 2.89476e-05 | val_loss: 2.90982e-05 | Time: 14468.9 ms [2020-11-12 02:04:16 main:574] : INFO : Epoch 120 | loss: 2.89422e-05 | val_loss: 2.92879e-05 | Time: 14871.7 ms [2020-11-12 02:04:31 main:574] : INFO : Epoch 121 | loss: 2.85183e-05 | val_loss: 2.92785e-05 | Time: 14756.6 ms [2020-11-12 02:04:46 main:574] : INFO : Epoch 122 | loss: 2.80993e-05 | val_loss: 2.83443e-05 | Time: 14853.4 ms [2020-11-12 02:05:01 main:574] : INFO : Epoch 123 | loss: 2.81306e-05 | val_loss: 2.83854e-05 | Time: 15344.3 ms [2020-11-12 02:05:16 main:574] : INFO : Epoch 124 | loss: 2.81994e-05 | val_loss: 2.82533e-05 | Time: 14783.8 ms [2020-11-12 02:05:31 main:574] : INFO : Epoch 125 | loss: 2.77111e-05 | val_loss: 2.84594e-05 | Time: 14900.8 ms [2020-11-12 02:05:46 main:574] : INFO : Epoch 126 | loss: 2.73441e-05 | val_loss: 2.85405e-05 | Time: 14784.6 ms [2020-11-12 02:06:00 main:574] : INFO : Epoch 127 | loss: 2.7278e-05 | val_loss: 2.76284e-05 | Time: 14472 ms [2020-11-12 02:06:15 main:574] : INFO : Epoch 128 | loss: 2.7188e-05 | val_loss: 2.82285e-05 | Time: 14784.4 ms [2020-11-12 02:06:30 main:574] : INFO : Epoch 129 | loss: 2.69605e-05 | val_loss: 2.65069e-05 | Time: 15032.1 ms [2020-11-12 02:06:45 main:574] : INFO : Epoch 130 | loss: 2.69337e-05 | val_loss: 2.68345e-05 | Time: 14826.8 ms [2020-11-12 02:07:00 main:574] : INFO : Epoch 131 | loss: 2.67928e-05 | val_loss: 2.71539e-05 | Time: 15341.8 ms [2020-11-12 02:07:15 main:574] : INFO : Epoch 132 | loss: 2.64111e-05 | val_loss: 2.64952e-05 | Time: 14938.5 ms [2020-11-12 02:07:30 main:574] : INFO : Epoch 133 | loss: 2.60348e-05 | val_loss: 2.57948e-05 | Time: 14880.3 ms [2020-11-12 02:07:45 main:574] : INFO : Epoch 134 | loss: 2.61083e-05 | val_loss: 2.58743e-05 | Time: 14827.9 ms [2020-11-12 02:08:00 main:574] : INFO : Epoch 135 | loss: 2.60341e-05 | val_loss: 2.57344e-05 | Time: 14978.6 ms [2020-11-12 02:08:15 main:574] : INFO : Epoch 136 | loss: 2.60711e-05 | val_loss: 2.56527e-05 | Time: 15040.1 ms [2020-11-12 02:08:30 main:574] : INFO : Epoch 137 | loss: 2.57122e-05 | val_loss: 2.5577e-05 | Time: 14837.4 ms [2020-11-12 02:08:45 main:574] : INFO : Epoch 138 | loss: 2.52946e-05 | val_loss: 2.5706e-05 | Time: 14716.3 ms [2020-11-12 02:08:59 main:574] : INFO : Epoch 139 | loss: 2.54273e-05 | val_loss: 2.50397e-05 | Time: 14787.7 ms [2020-11-12 02:09:14 main:574] : INFO : Epoch 140 | loss: 2.51295e-05 | val_loss: 2.49936e-05 | Time: 14829 ms [2020-11-12 02:09:29 main:574] : INFO : Epoch 141 | loss: 2.49766e-05 | val_loss: 2.5171e-05 | Time: 15077.6 ms [2020-11-12 02:09:44 main:574] : INFO : Epoch 142 | loss: 2.50122e-05 | val_loss: 2.43298e-05 | Time: 14657.7 ms [2020-11-12 02:09:59 main:574] : INFO : Epoch 143 | loss: 2.46655e-05 | val_loss: 2.50204e-05 | Time: 15078.9 ms [2020-11-12 02:10:14 main:574] : INFO : Epoch 144 | loss: 2.46491e-05 | val_loss: 2.45113e-05 | Time: 14787 ms [2020-11-12 02:10:29 main:574] : INFO : Epoch 145 | loss: 2.43774e-05 | val_loss: 2.49034e-05 | Time: 14523.6 ms [2020-11-12 02:10:43 main:574] : INFO : Epoch 146 | loss: 2.42856e-05 | val_loss: 2.46623e-05 | Time: 14739.6 ms [2020-11-12 02:10:58 main:574] : INFO : Epoch 147 | loss: 2.40295e-05 | val_loss: 2.41607e-05 | Time: 14675.8 ms [2020-11-12 02:11:13 main:574] : INFO : Epoch 148 | loss: 2.38453e-05 | val_loss: 2.3526e-05 | Time: 14770 ms [2020-11-12 02:11:28 main:574] : INFO : Epoch 149 | loss: 2.38856e-05 | val_loss: 2.40784e-05 | Time: 15067.6 ms [2020-11-12 02:11:43 main:574] : INFO : Epoch 150 | loss: 2.37906e-05 | val_loss: 2.32759e-05 | Time: 14848.6 ms [2020-11-12 02:11:58 main:574] : INFO : Epoch 151 | loss: 2.35651e-05 | val_loss: 2.37694e-05 | Time: 14898.1 ms [2020-11-12 02:12:12 main:574] : INFO : Epoch 152 | loss: 2.33034e-05 | val_loss: 2.34526e-05 | Time: 14811.5 ms [2020-11-12 02:12:27 main:574] : INFO : Epoch 153 | loss: 2.32584e-05 | val_loss: 2.2995e-05 | Time: 14799.8 ms [2020-11-12 02:12:42 main:574] : INFO : Epoch 154 | loss: 2.35571e-05 | val_loss: 2.37719e-05 | Time: 14676.1 ms [2020-11-12 02:12:57 main:574] : INFO : Epoch 155 | loss: 2.33662e-05 | val_loss: 2.28105e-05 | Time: 14658.5 ms [2020-11-12 02:13:12 main:574] : INFO : Epoch 156 | loss: 2.26469e-05 | val_loss: 2.30078e-05 | Time: 14845.1 ms [2020-11-12 02:13:26 main:574] : INFO : Epoch 157 | loss: 2.29962e-05 | val_loss: 2.3073e-05 | Time: 14604.2 ms [2020-11-12 02:13:41 main:574] : INFO : Epoch 158 | loss: 2.29617e-05 | val_loss: 2.24401e-05 | Time: 14796.4 ms [2020-11-12 02:13:56 main:574] : INFO : Epoch 159 | loss: 2.26793e-05 | val_loss: 2.24346e-05 | Time: 14778.2 ms [2020-11-12 02:14:11 main:574] : INFO : Epoch 160 | loss: 2.21722e-05 | val_loss: 2.29495e-05 | Time: 14895.7 ms [2020-11-12 02:14:26 main:574] : INFO : Epoch 161 | loss: 2.20879e-05 | val_loss: 2.22273e-05 | Time: 15236.3 ms [2020-11-12 02:14:41 main:574] : INFO : Epoch 162 | loss: 2.2033e-05 | val_loss: 2.35582e-05 | Time: 14657 ms [2020-11-12 02:14:55 main:574] : INFO : Epoch 163 | loss: 2.20078e-05 | val_loss: 2.19595e-05 | Time: 14711.4 ms [2020-11-12 02:15:10 main:574] : INFO : Epoch 164 | loss: 2.19032e-05 | val_loss: 2.22912e-05 | Time: 14992.7 ms [2020-11-12 02:15:25 main:574] : INFO : Epoch 165 | loss: 2.17458e-05 | val_loss: 2.21798e-05 | Time: 14736.9 ms [2020-11-12 02:15:40 main:574] : INFO : Epoch 166 | loss: 2.16333e-05 | val_loss: 2.27382e-05 | Time: 15154.5 ms [2020-11-12 02:15:55 main:574] : INFO : Epoch 167 | loss: 2.16596e-05 | val_loss: 2.12713e-05 | Time: 14605.7 ms [2020-11-12 02:16:10 main:574] : INFO : Epoch 168 | loss: 2.1566e-05 | val_loss: 2.13721e-05 | Time: 15053.3 ms [2020-11-12 02:16:25 main:574] : INFO : Epoch 169 | loss: 2.11718e-05 | val_loss: 2.10244e-05 | Time: 14641.2 ms [2020-11-12 02:16:39 main:574] : INFO : Epoch 170 | loss: 2.1286e-05 | val_loss: 2.29773e-05 | Time: 14669.9 ms [2020-11-12 02:16:54 main:574] : INFO : Epoch 171 | loss: 2.14842e-05 | val_loss: 2.10486e-05 | Time: 14938.4 ms [2020-11-12 02:17:09 main:574] : INFO : Epoch 172 | loss: 2.09791e-05 | val_loss: 2.06831e-05 | Time: 14783.9 ms [2020-11-12 02:17:24 main:574] : INFO : Epoch 173 | loss: 2.08559e-05 | val_loss: 2.08628e-05 | Time: 14878.5 ms [2020-11-12 02:17:39 main:574] : INFO : Epoch 174 | loss: 2.06604e-05 | val_loss: 2.11755e-05 | Time: 14700.3 ms [2020-11-12 02:17:54 main:574] : INFO : Epoch 175 | loss: 2.06903e-05 | val_loss: 2.09742e-05 | Time: 14874.4 ms [2020-11-12 02:18:08 main:574] : INFO : Epoch 176 | loss: 2.0464e-05 | val_loss: 2.04581e-05 | Time: 14745.6 ms [2020-11-12 02:18:23 main:574] : INFO : Epoch 177 | loss: 2.04797e-05 | val_loss: 2.11547e-05 | Time: 14959.4 ms [2020-11-12 02:18:38 main:574] : INFO : Epoch 178 | loss: 2.06962e-05 | val_loss: 2.03286e-05 | Time: 14688.5 ms [2020-11-12 02:18:53 main:574] : INFO : Epoch 179 | loss: 2.03277e-05 | val_loss: 2.03232e-05 | Time: 15335.4 ms [2020-11-12 02:19:08 main:574] : INFO : Epoch 180 | loss: 2.0233e-05 | val_loss: 2.07578e-05 | Time: 14982.5 ms [2020-11-12 02:19:23 main:574] : INFO : Epoch 181 | loss: 2.01196e-05 | val_loss: 2.00165e-05 | Time: 14815.9 ms [2020-11-12 02:19:38 main:574] : INFO : Epoch 182 | loss: 1.99449e-05 | val_loss: 2.02558e-05 | Time: 14769.8 ms [2020-11-12 02:19:53 main:574] : INFO : Epoch 183 | loss: 1.99894e-05 | val_loss: 1.98184e-05 | Time: 14894.3 ms [2020-11-12 02:20:08 main:574] : INFO : Epoch 184 | loss: 1.9969e-05 | val_loss: 1.98254e-05 | Time: 14704.6 ms [2020-11-12 02:20:23 main:574] : INFO : Epoch 185 | loss: 1.97223e-05 | val_loss: 2.09122e-05 | Time: 14809.7 ms [2020-11-12 02:20:37 main:574] : INFO : Epoch 186 | loss: 1.93558e-05 | val_loss: 1.93415e-05 | Time: 14592.9 ms [2020-11-12 02:20:52 main:574] : INFO : Epoch 187 | loss: 1.96102e-05 | val_loss: 2.01087e-05 | Time: 14908.4 ms [2020-11-12 02:21:07 main:574] : INFO : Epoch 188 | loss: 1.94084e-05 | val_loss: 1.9105e-05 | Time: 14664.3 ms [2020-11-12 02:21:22 main:574] : INFO : Epoch 189 | loss: 1.93642e-05 | val_loss: 1.95991e-05 | Time: 14941.3 ms [2020-11-12 02:21:36 main:574] : INFO : Epoch 190 | loss: 1.92694e-05 | val_loss: 1.9087e-05 | Time: 14700.8 ms [2020-11-12 02:21:51 main:574] : INFO : Epoch 191 | loss: 1.91905e-05 | val_loss: 1.93859e-05 | Time: 14726 ms [2020-11-12 02:22:06 main:574] : INFO : Epoch 192 | loss: 1.93758e-05 | val_loss: 1.92492e-05 | Time: 14634.6 ms [2020-11-12 02:22:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.92492e-05 [2020-11-12 02:22:06 main:603] : INFO : Saving end state to config to file [2020-11-12 02:22:06 main:608] : INFO : Success, exiting.. 02:22:06 (6100): 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)