Task 7916971
| Name | ParityModified-1631727834-16096-3_0 |
| Workunit | 5540430 |
| Created | 9 Oct 2021, 12:07:24 UTC |
| Sent | 14 Oct 2021, 15:58:20 UTC |
| Report deadline | 21 Oct 2021, 15:58:20 UTC |
| Received | 26 Oct 2021, 17:18:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 50 min 17 sec |
| CPU time | 1 hours 40 min 57 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1583 | loss: 0.0311262 | val_loss: 0.0311554 | Time: 4194.2 ms [2021-10-26 12:18:39 main:574] : INFO : Epoch 1584 | loss: 0.0311276 | val_loss: 0.0311544 | Time: 3739.86 ms [2021-10-26 12:18:44 main:574] : INFO : Epoch 1585 | loss: 0.0311279 | val_loss: 0.0311522 | Time: 3578.69 ms [2021-10-26 12:18:48 main:574] : INFO : Epoch 1586 | loss: 0.0311262 | val_loss: 0.0311575 | Time: 4008.39 ms [2021-10-26 12:18:52 main:574] : INFO : Epoch 1587 | loss: 0.0311253 | val_loss: 0.0311543 | Time: 3981.02 ms [2021-10-26 12:18:56 main:574] : INFO : Epoch 1588 | loss: 0.0311321 | val_loss: 0.0311674 | Time: 4103.41 ms [2021-10-26 12:19:00 main:574] : INFO : Epoch 1589 | loss: 0.0311396 | val_loss: 0.0311506 | Time: 3908.25 ms [2021-10-26 12:19:04 main:574] : INFO : Epoch 1590 | loss: 0.0311335 | val_loss: 0.0311645 | Time: 4424.26 ms [2021-10-26 12:19:08 main:574] : INFO : Epoch 1591 | loss: 0.0311329 | val_loss: 0.0311498 | Time: 4129.87 ms [2021-10-26 12:19:13 main:574] : INFO : Epoch 1592 | loss: 0.0311324 | val_loss: 0.0311556 | Time: 4650.61 ms [2021-10-26 12:19:18 main:574] : INFO : Epoch 1593 | loss: 0.0311337 | val_loss: 0.0311515 | Time: 4762.53 ms [2021-10-26 12:19:21 main:574] : INFO : Epoch 1594 | loss: 0.0311245 | val_loss: 0.0311608 | Time: 3523.48 ms [2021-10-26 12:19:25 main:574] : INFO : Epoch 1595 | loss: 0.0311269 | val_loss: 0.0311519 | Time: 3668.27 ms [2021-10-26 12:19:31 main:574] : INFO : Epoch 1596 | loss: 0.0311259 | val_loss: 0.0311485 | Time: 5972.14 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050) [2021-10-26 17:51:27 main:435] : INFO : Set logging level to 1 [2021-10-26 17:51:27 main:441] : INFO : Running in BOINC Client mode [2021-10-26 17:51:27 main:444] : INFO : Resolving all filenames [2021-10-26 17:51:27 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-26 17:51:27 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727834-16096-3_0_r932061135_1 (exists = 1) [2021-10-26 17:51:27 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727834-16096-3_0_r932061135_0 (exists = 0) [2021-10-26 17:51:27 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727834-16096-3 (exists = 1) [2021-10-26 17:51:27 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-26 17:51:27 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-26 17:51:27 main:474] : INFO : Configuration: [2021-10-26 17:51:27 main:475] : INFO : Model type: GRU [2021-10-26 17:51:27 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-26 17:51:27 main:477] : INFO : Max Epochs: 2048 [2021-10-26 17:51:27 main:478] : INFO : Batch Size: 128 [2021-10-26 17:51:27 main:479] : INFO : Learning Rate: 0.01 [2021-10-26 17:51:27 main:480] : INFO : Patience: 10 [2021-10-26 17:51:27 main:481] : INFO : Hidden Width: 12 [2021-10-26 17:51:28 main:482] : INFO : # Recurrent Layers: 4 [2021-10-26 17:51:28 main:483] : INFO : # Backend Layers: 4 [2021-10-26 17:51:28 main:484] : INFO : # Threads: 1 [2021-10-26 17:51:28 main:486] : INFO : Preparing Dataset [2021-10-26 17:51:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-26 17:51:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-26 17:51:33 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-26 17:51:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-26 17:51:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-26 17:51:33 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-26 17:51:33 main:494] : INFO : Creating Model [2021-10-26 17:51:33 main:507] : INFO : Preparing config file [2021-10-26 17:51:33 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-26 17:51:33 main:512] : INFO : Loading config [2021-10-26 17:51:33 main:514] : INFO : Loading state [2021-10-26 17:51:35 main:559] : INFO : Loading DataLoader into Memory [2021-10-26 17:51:36 main:562] : INFO : Starting Training [2021-10-26 17:51:40 main:574] : INFO : Epoch 1586 | loss: 0.0314556 | val_loss: 0.0312682 | Time: 4120.32 ms [2021-10-26 17:51:42 main:574] : INFO : Epoch 1587 | loss: 0.0312511 | val_loss: 0.0312331 | Time: 2839.34 ms [2021-10-26 17:51:45 main:574] : INFO : Epoch 1588 | loss: 0.0311985 | val_loss: 0.0311701 | Time: 2962.6 ms [2021-10-26 17:51:48 main:574] : INFO : Epoch 1589 | loss: 0.031138 | val_loss: 0.0311685 | Time: 2966.93 ms [2021-10-26 17:51:52 main:574] : INFO : Epoch 1590 | loss: 0.0311302 | val_loss: 0.0311504 | Time: 3051.71 ms [2021-10-26 17:51:54 main:574] : INFO : Epoch 1591 | loss: 0.0311251 | val_loss: 0.0311542 | Time: 2927.73 ms [2021-10-26 17:51:57 main:574] : INFO : Epoch 1592 | loss: 0.0311291 | val_loss: 0.0311584 | Time: 2997.5 ms [2021-10-26 17:52:00 main:574] : INFO : Epoch 1593 | loss: 0.0311288 | val_loss: 0.0311516 | Time: 2826.93 ms [2021-10-26 17:52:03 main:574] : INFO : Epoch 1594 | loss: 0.0311265 | val_loss: 0.0311502 | Time: 3051.72 ms [2021-10-26 17:52:06 main:574] : INFO : Epoch 1595 | loss: 0.031126 | val_loss: 0.0311651 | Time: 2931.55 ms [2021-10-26 17:52:10 main:574] : INFO : Epoch 1596 | loss: 0.0311259 | val_loss: 0.0311512 | Time: 3267.36 ms [2021-10-26 17:52:13 main:574] : INFO : Epoch 1597 | loss: 0.0311241 | val_loss: 0.0311533 | Time: 3143.86 ms [2021-10-26 17:52:16 main:574] : INFO : Epoch 1598 | loss: 0.0311249 | val_loss: 0.0311506 | Time: 3288.5 ms [2021-10-26 17:52:19 main:574] : INFO : Epoch 1599 | loss: 0.0311236 | val_loss: 0.0311517 | Time: 3269.82 ms [2021-10-26 17:52:23 main:574] : INFO : Epoch 1600 | loss: 0.031122 | val_loss: 0.0311525 | Time: 3221.79 ms [2021-10-26 17:52:26 main:574] : INFO : Epoch 1601 | loss: 0.0311235 | val_loss: 0.0311548 | Time: 3407.07 ms [2021-10-26 17:52:30 main:574] : INFO : Epoch 1602 | loss: 0.0311274 | val_loss: 0.0311609 | Time: 3872.68 ms [2021-10-26 17:52:33 main:574] : INFO : Epoch 1603 | loss: 0.0311243 | val_loss: 0.0311562 | Time: 3310.51 ms [2021-10-26 17:52:37 main:574] : INFO : Epoch 1604 | loss: 0.0311219 | val_loss: 0.0311505 | Time: 3226.74 ms [2021-10-26 17:52:40 main:574] : INFO : Epoch 1605 | loss: 0.0311207 | val_loss: 0.0311489 | Time: 3323.42 ms [2021-10-26 17:52:43 main:574] : INFO : Epoch 1606 | loss: 0.0311215 | val_loss: 0.0311553 | Time: 3135.16 ms [2021-10-26 17:52:47 main:574] : INFO : Epoch 1607 | loss: 0.0311212 | val_loss: 0.0311489 | Time: 3422.3 ms [2021-10-26 17:52:50 main:574] : INFO : Epoch 1608 | loss: 0.0311187 | val_loss: 0.0311489 | Time: 3223.01 ms [2021-10-26 17:52:53 main:574] : INFO : Epoch 1609 | loss: 0.0311225 | val_loss: 0.0311571 | Time: 3265.24 ms [2021-10-26 17:52:57 main:574] : INFO : Epoch 1610 | loss: 0.0311226 | val_loss: 0.0311511 | Time: 3714.7 ms [2021-10-26 17:53:00 main:574] : INFO : Epoch 1611 | loss: 0.0311213 | val_loss: 0.0311488 | Time: 3386.92 ms [2021-10-26 17:53:03 main:574] : INFO : Epoch 1612 | loss: 0.0311199 | val_loss: 0.031152 | Time: 3246.91 ms [2021-10-26 17:53:06 main:574] : INFO : Epoch 1613 | loss: 0.0311199 | val_loss: 0.0311537 | Time: 2963.87 ms [2021-10-26 17:53:09 main:574] : INFO : Epoch 1614 | loss: 0.0311179 | val_loss: 0.031152 | Time: 2991.15 ms [2021-10-26 17:53:12 main:574] : INFO : Epoch 1615 | loss: 0.0311187 | val_loss: 0.0311526 | Time: 2985.33 ms [2021-10-26 17:53:15 main:574] : INFO : Epoch 1616 | loss: 0.0311203 | val_loss: 0.0311543 | Time: 2853.73 ms [2021-10-26 17:53:18 main:574] : INFO : Epoch 1617 | loss: 0.0311269 | val_loss: 0.0311595 | Time: 2977.29 ms [2021-10-26 17:53:21 main:574] : INFO : Epoch 1618 | loss: 0.0311266 | val_loss: 0.0311573 | Time: 2891.13 ms [2021-10-26 17:53:24 main:574] : INFO : Epoch 1619 | loss: 0.0311251 | val_loss: 0.0311517 | Time: 3001.33 ms [2021-10-26 17:53:27 main:574] : INFO : Epoch 1620 | loss: 0.0311232 | val_loss: 0.031152 | Time: 2987.65 ms [2021-10-26 17:53:30 main:574] : INFO : Epoch 1621 | loss: 0.031122 | val_loss: 0.03115 | Time: 2989.75 ms [2021-10-26 17:53:33 main:574] : INFO : Epoch 1622 | loss: 0.0311227 | val_loss: 0.0311544 | Time: 2880.51 ms [2021-10-26 17:53:36 main:574] : INFO : Epoch 1623 | loss: 0.0311255 | val_loss: 0.0311547 | Time: 2920.31 ms [2021-10-26 17:53:39 main:574] : INFO : Epoch 1624 | loss: 0.0311234 | val_loss: 0.0311524 | Time: 2994.3 ms [2021-10-26 17:53:42 main:574] : INFO : Epoch 1625 | loss: 0.0311265 | val_loss: 0.0311541 | Time: 2960.86 ms [2021-10-26 17:53:45 main:574] : INFO : Epoch 1626 | loss: 0.0311252 | val_loss: 0.0311533 | Time: 2956.4 ms [2021-10-26 17:53:48 main:574] : INFO : Epoch 1627 | loss: 0.0311247 | val_loss: 0.0311531 | Time: 2890.09 ms [2021-10-26 17:53:51 main:574] : INFO : Epoch 1628 | loss: 0.0311252 | val_loss: 0.0311548 | Time: 2865.32 ms [2021-10-26 17:53:54 main:574] : INFO : Epoch 1629 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 2895.91 ms [2021-10-26 17:53:57 main:574] : INFO : Epoch 1630 | loss: 0.031125 | val_loss: 0.0311571 | Time: 3078.1 ms [2021-10-26 17:54:00 main:574] : INFO : Epoch 1631 | loss: 0.031125 | val_loss: 0.0311604 | Time: 3000.62 ms [2021-10-26 17:54:03 main:574] : INFO : Epoch 1632 | loss: 0.0311317 | val_loss: 0.0311597 | Time: 2937.47 ms [2021-10-26 17:54:06 main:574] : INFO : Epoch 1633 | loss: 0.0311234 | val_loss: 0.0311506 | Time: 2892.51 ms [2021-10-26 17:54:08 main:574] : INFO : Epoch 1634 | loss: 0.0311201 | val_loss: 0.0311516 | Time: 2848.28 ms [2021-10-26 17:54:11 main:574] : INFO : Epoch 1635 | loss: 0.0311198 | val_loss: 0.0311559 | Time: 2916.13 ms [2021-10-26 17:54:14 main:574] : INFO : Epoch 1636 | loss: 0.0311197 | val_loss: 0.0311531 | Time: 2963.61 ms [2021-10-26 17:54:17 main:574] : INFO : Epoch 1637 | loss: 0.0311187 | val_loss: 0.0311557 | Time: 3006.82 ms [2021-10-26 17:54:20 main:574] : INFO : Epoch 1638 | loss: 0.0311199 | val_loss: 0.0311542 | Time: 2961.51 ms [2021-10-26 17:54:23 main:574] : INFO : Epoch 1639 | loss: 0.0311203 | val_loss: 0.0311504 | Time: 2899.04 ms [2021-10-26 17:54:26 main:574] : INFO : Epoch 1640 | loss: 0.0311206 | val_loss: 0.0311514 | Time: 2919.38 ms [2021-10-26 17:54:29 main:574] : INFO : Epoch 1641 | loss: 0.0311222 | val_loss: 0.0311546 | Time: 2923.23 ms [2021-10-26 17:54:32 main:574] : INFO : Epoch 1642 | loss: 0.0311267 | val_loss: 0.0311545 | Time: 2979.8 ms [2021-10-26 17:54:35 main:574] : INFO : Epoch 1643 | loss: 0.0311206 | val_loss: 0.031153 | Time: 3034.67 ms [2021-10-26 17:54:38 main:574] : INFO : Epoch 1644 | loss: 0.0311204 | val_loss: 0.0311512 | Time: 2909.47 ms [2021-10-26 17:54:41 main:574] : INFO : Epoch 1645 | loss: 0.0311178 | val_loss: 0.0311529 | Time: 2999.13 ms [2021-10-26 17:54:44 main:574] : INFO : Epoch 1646 | loss: 0.0311167 | val_loss: 0.031156 | Time: 2867.49 ms [2021-10-26 17:54:47 main:574] : INFO : Epoch 1647 | loss: 0.0311172 | val_loss: 0.0311551 | Time: 3047.06 ms [2021-10-26 17:54:50 main:574] : INFO : Epoch 1648 | loss: 0.0311193 | val_loss: 0.0311521 | Time: 2966.6 ms [2021-10-26 17:54:53 main:574] : INFO : Epoch 1649 | loss: 0.0311213 | val_loss: 0.0311518 | Time: 2995.88 ms [2021-10-26 17:54:56 main:574] : INFO : Epoch 1650 | loss: 0.031119 | val_loss: 0.0311557 | Time: 2915.49 ms [2021-10-26 17:54:59 main:574] : INFO : Epoch 1651 | loss: 0.0311258 | val_loss: 0.0311497 | Time: 2909.14 ms [2021-10-26 17:55:02 main:574] : INFO : Epoch 1652 | loss: 0.0311226 | val_loss: 0.031149 | Time: 3447.05 ms [2021-10-26 17:55:05 main:574] : INFO : Epoch 1653 | loss: 0.0311213 | val_loss: 0.0311504 | Time: 3167.09 ms [2021-10-26 17:55:09 main:574] : INFO : Epoch 1654 | loss: 0.0311216 | val_loss: 0.0311505 | Time: 3179.89 ms [2021-10-26 17:55:12 main:574] : INFO : Epoch 1655 | loss: 0.0311194 | val_loss: 0.0311496 | Time: 3438.81 ms [2021-10-26 17:55:16 main:574] : INFO : Epoch 1656 | loss: 0.0311238 | val_loss: 0.0311545 | Time: 3477.28 ms [2021-10-26 17:55:19 main:574] : INFO : Epoch 1657 | loss: 0.0311191 | val_loss: 0.0311474 | Time: 3092.4 ms [2021-10-26 17:55:22 main:574] : INFO : Epoch 1658 | loss: 0.0311162 | val_loss: 0.0311461 | Time: 3273.58 ms [2021-10-26 17:55:25 main:574] : INFO : Epoch 1659 | loss: 0.0311182 | val_loss: 0.0311467 | Time: 3312.26 ms [2021-10-26 17:55:29 main:574] : INFO : Epoch 1660 | loss: 0.0311227 | val_loss: 0.0311566 | Time: 3319.09 ms [2021-10-26 17:55:32 main:574] : INFO : Epoch 1661 | loss: 0.0311222 | val_loss: 0.0311464 | Time: 3160.74 ms [2021-10-26 17:55:35 main:574] : INFO : Epoch 1662 | loss: 0.0311205 | val_loss: 0.0311494 | Time: 3332.25 ms [2021-10-26 17:55:38 main:574] : INFO : Epoch 1663 | loss: 0.0311185 | val_loss: 0.0311478 | Time: 3222.42 ms [2021-10-26 17:55:42 main:574] : INFO : Epoch 1664 | loss: 0.0311173 | val_loss: 0.0311574 | Time: 3309.23 ms [2021-10-26 17:55:45 main:574] : INFO : Epoch 1665 | loss: 0.0311201 | val_loss: 0.0311513 | Time: 3251.18 ms [2021-10-26 17:55:48 main:574] : INFO : Epoch 1666 | loss: 0.0311215 | val_loss: 0.0311582 | Time: 3438.51 ms [2021-10-26 17:55:52 main:574] : INFO : Epoch 1667 | loss: 0.031124 | val_loss: 0.0311507 | Time: 3089.09 ms [2021-10-26 17:55:55 main:574] : INFO : Epoch 1668 | loss: 0.0311222 | val_loss: 0.0311504 | Time: 3271.96 ms [2021-10-26 17:55:58 main:574] : INFO : Epoch 1669 | loss: 0.0311253 | val_loss: 0.0311474 | Time: 3348.88 ms [2021-10-26 17:56:01 main:574] : INFO : Epoch 1670 | loss: 0.0311237 | val_loss: 0.0311553 | Time: 3225.08 ms [2021-10-26 17:56:05 main:574] : INFO : Epoch 1671 | loss: 0.0311209 | val_loss: 0.031145 | Time: 3208.96 ms [2021-10-26 17:56:08 main:574] : INFO : Epoch 1672 | loss: 0.0311192 | val_loss: 0.0311519 | Time: 3316.87 ms [2021-10-26 17:56:11 main:574] : INFO : Epoch 1673 | loss: 0.0311202 | val_loss: 0.0311492 | Time: 3256.22 ms [2021-10-26 17:56:15 main:574] : INFO : Epoch 1674 | loss: 0.0311167 | val_loss: 0.0311485 | Time: 3329.07 ms [2021-10-26 17:56:18 main:574] : INFO : Epoch 1675 | loss: 0.0311218 | val_loss: 0.0311625 | Time: 3459.22 ms [2021-10-26 17:56:21 main:574] : INFO : Epoch 1676 | loss: 0.0311255 | val_loss: 0.0311505 | Time: 3276.2 ms [2021-10-26 17:56:25 main:574] : INFO : Epoch 1677 | loss: 0.0311187 | val_loss: 0.0311498 | Time: 3165.72 ms [2021-10-26 17:56:28 main:574] : INFO : Epoch 1678 | loss: 0.0311159 | val_loss: 0.0311477 | Time: 3359.24 ms [2021-10-26 17:56:31 main:574] : INFO : Epoch 1679 | loss: 0.0311167 | val_loss: 0.0311492 | Time: 3295.31 ms [2021-10-26 17:56:34 main:574] : INFO : Epoch 1680 | loss: 0.0311188 | val_loss: 0.0311487 | Time: 3133.23 ms [2021-10-26 17:56:38 main:574] : INFO : Epoch 1681 | loss: 0.0311171 | val_loss: 0.0311512 | Time: 3322.93 ms [2021-10-26 17:56:41 main:574] : INFO : Epoch 1682 | loss: 0.0311176 | val_loss: 0.0311475 | Time: 3369.67 ms [2021-10-26 17:56:44 main:574] : INFO : Epoch 1683 | loss: 0.0311217 | val_loss: 0.0311586 | Time: 3209.71 ms [2021-10-26 17:56:48 main:574] : INFO : Epoch 1684 | loss: 0.0311226 | val_loss: 0.0311485 | Time: 3197.03 ms [2021-10-26 17:56:51 main:574] : INFO : Epoch 1685 | loss: 0.0311164 | val_loss: 0.0311554 | Time: 3425.22 ms [2021-10-26 17:56:54 main:574] : INFO : Epoch 1686 | loss: 0.0311211 | val_loss: 0.0311565 | Time: 3200.08 ms [2021-10-26 17:56:57 main:574] : INFO : Epoch 1687 | loss: 0.0311202 | val_loss: 0.0311473 | Time: 3234.68 ms [2021-10-26 17:57:01 main:574] : INFO : Epoch 1688 | loss: 0.031119 | val_loss: 0.0311629 | Time: 3354.36 ms [2021-10-26 17:57:04 main:574] : INFO : Epoch 1689 | loss: 0.0311213 | val_loss: 0.0311513 | Time: 3285.31 ms [2021-10-26 17:57:07 main:574] : INFO : Epoch 1690 | loss: 0.0311245 | val_loss: 0.0311493 | Time: 3285.09 ms [2021-10-26 17:57:11 main:574] : INFO : Epoch 1691 | loss: 0.0311201 | val_loss: 0.0311493 | Time: 3357.5 ms [2021-10-26 17:57:14 main:574] : INFO : Epoch 1692 | loss: 0.031118 | val_loss: 0.0311499 | Time: 3306.7 ms [2021-10-26 17:57:17 main:574] : INFO : Epoch 1693 | loss: 0.0311246 | val_loss: 0.0311634 | Time: 3162.64 ms [2021-10-26 17:57:21 main:574] : INFO : Epoch 1694 | loss: 0.0311292 | val_loss: 0.0311521 | Time: 3386.94 ms [2021-10-26 17:57:24 main:574] : INFO : Epoch 1695 | loss: 0.0311238 | val_loss: 0.0311476 | Time: 3302.71 ms [2021-10-26 17:57:27 main:574] : INFO : Epoch 1696 | loss: 0.0311178 | val_loss: 0.0311473 | Time: 3195.55 ms [2021-10-26 17:57:30 main:574] : INFO : Epoch 1697 | loss: 0.0311182 | val_loss: 0.0311493 | Time: 3246.51 ms [2021-10-26 17:57:34 main:574] : INFO : Epoch 1698 | loss: 0.0311186 | val_loss: 0.0311474 | Time: 3394.79 ms [2021-10-26 17:57:37 main:574] : INFO : Epoch 1699 | loss: 0.0311229 | val_loss: 0.0311539 | Time: 3225.29 ms [2021-10-26 17:57:40 main:574] : INFO : Epoch 1700 | loss: 0.0311205 | val_loss: 0.0311452 | Time: 3307.64 ms [2021-10-26 17:57:44 main:574] : INFO : Epoch 1701 | loss: 0.0311191 | val_loss: 0.03115 | Time: 3393.46 ms [2021-10-26 17:57:47 main:574] : INFO : Epoch 1702 | loss: 0.0311167 | val_loss: 0.0311528 | Time: 3190.7 ms [2021-10-26 17:57:50 main:574] : INFO : Epoch 1703 | loss: 0.031117 | val_loss: 0.0311482 | Time: 3232.16 ms [2021-10-26 17:57:54 main:574] : INFO : Epoch 1704 | loss: 0.0311175 | val_loss: 0.0311474 | Time: 3331.41 ms [2021-10-26 17:57:57 main:574] : INFO : Epoch 1705 | loss: 0.0311171 | val_loss: 0.0311489 | Time: 3304.57 ms [2021-10-26 17:58:00 main:574] : INFO : Epoch 1706 | loss: 0.0311148 | val_loss: 0.0311533 | Time: 3172.41 ms [2021-10-26 17:58:03 main:574] : INFO : Epoch 1707 | loss: 0.0311131 | val_loss: 0.0311488 | Time: 3267.87 ms [2021-10-26 17:58:07 main:574] : INFO : Epoch 1708 | loss: 0.0311141 | val_loss: 0.0311502 | Time: 3382.66 ms [2021-10-26 17:58:10 main:574] : INFO : Epoch 1709 | loss: 0.0311152 | val_loss: 0.0311495 | Time: 3364.01 ms [2021-10-26 17:58:14 main:574] : INFO : Epoch 1710 | loss: 0.0311157 | val_loss: 0.0311578 | Time: 3541.95 ms [2021-10-26 17:58:17 main:574] : INFO : Epoch 1711 | loss: 0.0311176 | val_loss: 0.0311622 | Time: 3265.34 ms [2021-10-26 17:58:20 main:574] : INFO : Epoch 1712 | loss: 0.0311153 | val_loss: 0.0311519 | Time: 3211.14 ms [2021-10-26 17:58:23 main:574] : INFO : Epoch 1713 | loss: 0.0311127 | val_loss: 0.0311568 | Time: 3213.91 ms [2021-10-26 17:58:27 main:574] : INFO : Epoch 1714 | loss: 0.0311118 | val_loss: 0.0311526 | Time: 3378.05 ms [2021-10-26 17:58:30 main:574] : INFO : Epoch 1715 | loss: 0.0311145 | val_loss: 0.0311534 | Time: 3195.18 ms [2021-10-26 17:58:33 main:574] : INFO : Epoch 1716 | loss: 0.0311131 | val_loss: 0.0311511 | Time: 3351.75 ms [2021-10-26 17:58:37 main:574] : INFO : Epoch 1717 | loss: 0.0311132 | val_loss: 0.0311512 | Time: 3306.3 ms [2021-10-26 17:58:40 main:574] : INFO : Epoch 1718 | loss: 0.0311147 | val_loss: 0.0311495 | Time: 3201.19 ms [2021-10-26 17:58:43 main:574] : INFO : Epoch 1719 | loss: 0.0311136 | val_loss: 0.0311548 | Time: 3210.27 ms [2021-10-26 17:58:47 main:574] : INFO : Epoch 1720 | loss: 0.0311169 | val_loss: 0.0311533 | Time: 3362.67 ms [2021-10-26 17:58:50 main:574] : INFO : Epoch 1721 | loss: 0.0311145 | val_loss: 0.0311516 | Time: 3217.98 ms [2021-10-26 17:58:53 main:574] : INFO : Epoch 1722 | loss: 0.0311115 | val_loss: 0.0311516 | Time: 3218.23 ms [2021-10-26 17:58:56 main:574] : INFO : Epoch 1723 | loss: 0.0311167 | val_loss: 0.0311468 | Time: 3277.84 ms [2021-10-26 17:59:00 main:574] : INFO : Epoch 1724 | loss: 0.0311134 | val_loss: 0.0311513 | Time: 3388.49 ms [2021-10-26 17:59:03 main:574] : INFO : Epoch 1725 | loss: 0.0311144 | val_loss: 0.0311457 | Time: 3083.34 ms [2021-10-26 17:59:06 main:574] : INFO : Epoch 1726 | loss: 0.0311135 | val_loss: 0.0311571 | Time: 3355.87 ms [2021-10-26 17:59:09 main:574] : INFO : Epoch 1727 | loss: 0.0311264 | val_loss: 0.0311679 | Time: 3293.37 ms [2021-10-26 17:59:13 main:574] : INFO : Epoch 1728 | loss: 0.0311236 | val_loss: 0.0311517 | Time: 3193.89 ms [2021-10-26 17:59:16 main:574] : INFO : Epoch 1729 | loss: 0.0311216 | val_loss: 0.0311486 | Time: 3149.06 ms [2021-10-26 17:59:19 main:574] : INFO : Epoch 1730 | loss: 0.0311202 | val_loss: 0.0311559 | Time: 3364.07 ms [2021-10-26 17:59:22 main:574] : INFO : Epoch 1731 | loss: 0.0311344 | val_loss: 0.031152 | Time: 3266.33 ms [2021-10-26 17:59:26 main:574] : INFO : Epoch 1732 | loss: 0.0311297 | val_loss: 0.0311527 | Time: 3407.61 ms [2021-10-26 17:59:29 main:574] : INFO : Epoch 1733 | loss: 0.0311231 | val_loss: 0.0311544 | Time: 3313.07 ms [2021-10-26 17:59:32 main:574] : INFO : Epoch 1734 | loss: 0.0311267 | val_loss: 0.0311464 | Time: 3273.88 ms [2021-10-26 17:59:36 main:574] : INFO : Epoch 1735 | loss: 0.0311211 | val_loss: 0.0311465 | Time: 3136.34 ms [2021-10-26 17:59:39 main:574] : INFO : Epoch 1736 | loss: 0.0311184 | val_loss: 0.0311452 | Time: 3332.64 ms [2021-10-26 17:59:42 main:574] : INFO : Epoch 1737 | loss: 0.0311189 | val_loss: 0.0311448 | Time: 3298.86 ms [2021-10-26 17:59:45 main:574] : INFO : Epoch 1738 | loss: 0.0311187 | val_loss: 0.0311492 | Time: 3177.61 ms [2021-10-26 17:59:49 main:574] : INFO : Epoch 1739 | loss: 0.0311178 | val_loss: 0.0311511 | Time: 3180.74 ms [2021-10-26 17:59:52 main:574] : INFO : Epoch 1740 | loss: 0.0311166 | val_loss: 0.0311545 | Time: 3426.35 ms [2021-10-26 17:59:55 main:574] : INFO : Epoch 1741 | loss: 0.0311185 | val_loss: 0.0311473 | Time: 3159.81 ms [2021-10-26 17:59:58 main:574] : INFO : Epoch 1742 | loss: 0.0311153 | val_loss: 0.0311521 | Time: 3197.85 ms [2021-10-26 18:00:02 main:574] : INFO : Epoch 1743 | loss: 0.0311138 | val_loss: 0.0311466 | Time: 3380.72 ms [2021-10-26 18:00:05 main:574] : INFO : Epoch 1744 | loss: 0.0311123 | val_loss: 0.0311508 | Time: 3285.85 ms [2021-10-26 18:00:08 main:574] : INFO : Epoch 1745 | loss: 0.0311133 | val_loss: 0.0311513 | Time: 3127.3 ms [2021-10-26 18:00:12 main:574] : INFO : Epoch 1746 | loss: 0.0311133 | val_loss: 0.0311492 | Time: 3291.04 ms [2021-10-26 18:00:15 main:574] : INFO : Epoch 1747 | loss: 0.031116 | val_loss: 0.0311542 | Time: 3321.24 ms [2021-10-26 18:00:18 main:574] : INFO : Epoch 1748 | loss: 0.0311168 | val_loss: 0.0311488 | Time: 3195.73 ms [2021-10-26 18:00:21 main:574] : INFO : Epoch 1749 | loss: 0.0311157 | val_loss: 0.0311489 | Time: 3145.4 ms [2021-10-26 18:00:25 main:574] : INFO : Epoch 1750 | loss: 0.0311164 | val_loss: 0.0311509 | Time: 3312.52 ms [2021-10-26 18:00:28 main:574] : INFO : Epoch 1751 | loss: 0.0311142 | val_loss: 0.0311473 | Time: 3261.53 ms [2021-10-26 18:00:31 main:574] : INFO : Epoch 1752 | loss: 0.0311153 | val_loss: 0.0311502 | Time: 3206.94 ms [2021-10-26 18:00:34 main:574] : INFO : Epoch 1753 | loss: 0.0311209 | val_loss: 0.0311554 | Time: 3210.61 ms [2021-10-26 18:00:38 main:574] : INFO : Epoch 1754 | loss: 0.0311212 | val_loss: 0.0311513 | Time: 3340.66 ms [2021-10-26 18:00:41 main:574] : INFO : Epoch 1755 | loss: 0.0311176 | val_loss: 0.0311492 | Time: 3107 ms [2021-10-26 18:00:44 main:574] : INFO : Epoch 1756 | loss: 0.0311167 | val_loss: 0.0311528 | Time: 3290.21 ms [2021-10-26 18:00:47 main:574] : INFO : Epoch 1757 | loss: 0.0311143 | val_loss: 0.031153 | Time: 3312.2 ms [2021-10-26 18:00:51 main:574] : INFO : Epoch 1758 | loss: 0.0311134 | val_loss: 0.0311526 | Time: 3189.36 ms [2021-10-26 18:00:54 main:574] : INFO : Epoch 1759 | loss: 0.0311181 | val_loss: 0.0311507 | Time: 3181.49 ms [2021-10-26 18:00:57 main:574] : INFO : Epoch 1760 | loss: 0.0311188 | val_loss: 0.0311482 | Time: 3304.06 ms [2021-10-26 18:01:00 main:574] : INFO : Epoch 1761 | loss: 0.0311157 | val_loss: 0.0311506 | Time: 3258.07 ms [2021-10-26 18:01:04 main:574] : INFO : Epoch 1762 | loss: 0.0311159 | val_loss: 0.0311518 | Time: 3092.17 ms [2021-10-26 18:01:07 main:574] : INFO : Epoch 1763 | loss: 0.0311115 | val_loss: 0.0311507 | Time: 3334.24 ms [2021-10-26 18:01:10 main:574] : INFO : Epoch 1764 | loss: 0.0311113 | val_loss: 0.0311456 | Time: 3266.39 ms [2021-10-26 18:01:13 main:574] : INFO : Epoch 1765 | loss: 0.0311098 | val_loss: 0.0311568 | Time: 3071.46 ms [2021-10-26 18:01:16 main:574] : INFO : Epoch 1766 | loss: 0.0311127 | val_loss: 0.031154 | Time: 3095.59 ms [2021-10-26 18:01:20 main:574] : INFO : Epoch 1767 | loss: 0.0311141 | val_loss: 0.0311497 | Time: 3333.9 ms [2021-10-26 18:01:23 main:574] : INFO : Epoch 1768 | loss: 0.0311105 | val_loss: 0.0311477 | Time: 3314.21 ms [2021-10-26 18:01:26 main:574] : INFO : Epoch 1769 | loss: 0.0311104 | val_loss: 0.0311438 | Time: 3120.25 ms [2021-10-26 18:01:29 main:574] : INFO : Epoch 1770 | loss: 0.0311134 | val_loss: 0.0311514 | Time: 3230.66 ms [2021-10-26 18:01:33 main:574] : INFO : Epoch 1771 | loss: 0.0311147 | val_loss: 0.0311594 | Time: 3330.81 ms [2021-10-26 18:01:36 main:574] : INFO : Epoch 1772 | loss: 0.0311247 | val_loss: 0.031148 | Time: 3177.66 ms [2021-10-26 18:01:39 main:574] : INFO : Epoch 1773 | loss: 0.0311107 | val_loss: 0.0311544 | Time: 3161.73 ms [2021-10-26 18:01:42 main:574] : INFO : Epoch 1774 | loss: 0.0311123 | val_loss: 0.0311448 | Time: 3280.42 ms [2021-10-26 18:01:46 main:574] : INFO : Epoch 1775 | loss: 0.0311101 | val_loss: 0.0311502 | Time: 3345.17 ms [2021-10-26 18:01:49 main:574] : INFO : Epoch 1776 | loss: 0.0311106 | val_loss: 0.0311488 | Time: 3085.91 ms [2021-10-26 18:01:52 main:574] : INFO : Epoch 1777 | loss: 0.0311101 | val_loss: 0.0311517 | Time: 3351.09 ms [2021-10-26 18:01:56 main:574] : INFO : Epoch 1778 | loss: 0.0311109 | val_loss: 0.0311501 | Time: 3339.45 ms [2021-10-26 18:01:59 main:574] : INFO : Epoch 1779 | loss: 0.0311105 | val_loss: 0.0311505 | Time: 3123.07 ms [2021-10-26 18:02:02 main:574] : INFO : Epoch 1780 | loss: 0.0311099 | val_loss: 0.0311475 | Time: 3247.4 ms [2021-10-26 18:02:05 main:574] : INFO : Epoch 1781 | loss: 0.0311136 | val_loss: 0.0311562 | Time: 3275.49 ms [2021-10-26 18:02:09 main:574] : INFO : Epoch 1782 | loss: 0.0311107 | val_loss: 0.0311529 | Time: 3205.86 ms [2021-10-26 18:02:12 main:574] : INFO : Epoch 1783 | loss: 0.0311076 | val_loss: 0.0311526 | Time: 3188.09 ms [2021-10-26 18:02:15 main:574] : INFO : Epoch 1784 | loss: 0.03111 | val_loss: 0.0311532 | Time: 3624.05 ms [2021-10-26 18:02:19 main:574] : INFO : Epoch 1785 | loss: 0.0311111 | val_loss: 0.0311564 | Time: 3314.81 ms [2021-10-26 18:02:22 main:574] : INFO : Epoch 1786 | loss: 0.0311115 | val_loss: 0.0311517 | Time: 3153.89 ms [2021-10-26 18:02:25 main:574] : INFO : Epoch 1787 | loss: 0.0311118 | val_loss: 0.0311515 | Time: 3411.84 ms [2021-10-26 18:02:29 main:574] : INFO : Epoch 1788 | loss: 0.0311101 | val_loss: 0.031151 | Time: 3492.18 ms [2021-10-26 18:02:32 main:574] : INFO : Epoch 1789 | loss: 0.0311134 | val_loss: 0.0311557 | Time: 3673.88 ms [2021-10-26 18:02:36 main:574] : INFO : Epoch 1790 | loss: 0.0311116 | val_loss: 0.0311527 | Time: 3448.57 ms [2021-10-26 18:02:39 main:574] : INFO : Epoch 1791 | loss: 0.0311099 | val_loss: 0.0311577 | Time: 3189.95 ms [2021-10-26 18:02:42 main:574] : INFO : Epoch 1792 | loss: 0.0311101 | val_loss: 0.0311587 | Time: 3190.58 ms [2021-10-26 18:02:46 main:574] : INFO : Epoch 1793 | loss: 0.0311124 | val_loss: 0.0311527 | Time: 3327.39 ms [2021-10-26 18:02:49 main:574] : INFO : Epoch 1794 | loss: 0.0311086 | val_loss: 0.031151 | Time: 3273.83 ms [2021-10-26 18:02:52 main:574] : INFO : Epoch 1795 | loss: 0.031109 | val_loss: 0.0311584 | Time: 3337.2 ms [2021-10-26 18:02:56 main:574] : INFO : Epoch 1796 | loss: 0.0311091 | val_loss: 0.0311581 | Time: 3348.74 ms [2021-10-26 18:02:59 main:574] : INFO : Epoch 1797 | loss: 0.0311111 | val_loss: 0.031165 | Time: 3274.28 ms [2021-10-26 18:03:02 main:574] : INFO : Epoch 1798 | loss: 0.0311174 | val_loss: 0.0311507 | Time: 3130.79 ms [2021-10-26 18:03:05 main:574] : INFO : Epoch 1799 | loss: 0.0311148 | val_loss: 0.0311512 | Time: 3371.73 ms [2021-10-26 18:03:09 main:574] : INFO : Epoch 1800 | loss: 0.0311114 | val_loss: 0.0311578 | Time: 3291.33 ms [2021-10-26 18:03:12 main:574] : INFO : Epoch 1801 | loss: 0.0311148 | val_loss: 0.0311568 | Time: 3204.42 ms [2021-10-26 18:03:15 main:574] : INFO : Epoch 1802 | loss: 0.0311132 | val_loss: 0.0311512 | Time: 3155.48 ms [2021-10-26 18:03:19 main:574] : INFO : Epoch 1803 | loss: 0.0311161 | val_loss: 0.0311522 | Time: 3373.85 ms [2021-10-26 18:03:22 main:574] : INFO : Epoch 1804 | loss: 0.031114 | val_loss: 0.0311537 | Time: 3178.15 ms [2021-10-26 18:03:25 main:574] : INFO : Epoch 1805 | loss: 0.0311156 | val_loss: 0.0311601 | Time: 3180.59 ms [2021-10-26 18:03:28 main:574] : INFO : Epoch 1806 | loss: 0.0311146 | val_loss: 0.0311536 | Time: 3311.5 ms [2021-10-26 18:03:32 main:574] : INFO : Epoch 1807 | loss: 0.0311138 | val_loss: 0.0311547 | Time: 3293.55 ms [2021-10-26 18:03:35 main:574] : INFO : Epoch 1808 | loss: 0.0311136 | val_loss: 0.0311548 | Time: 3312.32 ms [2021-10-26 18:03:38 main:574] : INFO : Epoch 1809 | loss: 0.0311096 | val_loss: 0.0311529 | Time: 3310.59 ms [2021-10-26 18:03:43 main:574] : INFO : Epoch 1810 | loss: 0.031108 | val_loss: 0.0311584 | Time: 5304.51 ms [2021-10-26 18:03:48 main:574] : INFO : Epoch 1811 | loss: 0.0311097 | val_loss: 0.0311527 | Time: 4198.92 ms [2021-10-26 18:04:13 main:574] : INFO : Epoch 1812 | loss: 0.0311135 | val_loss: 0.0311499 | Time: 25220.8 ms [2021-10-26 18:04:16 main:574] : INFO : Epoch 1813 | loss: 0.0311141 | val_loss: 0.0311572 | Time: 3447.02 ms [2021-10-26 18:04:20 main:574] : INFO : Epoch 1814 | loss: 0.0311112 | val_loss: 0.0311555 | Time: 3174.75 ms [2021-10-26 18:04:23 main:574] : INFO : Epoch 1815 | loss: 0.0311151 | val_loss: 0.0311564 | Time: 3139 ms [2021-10-26 18:04:26 main:574] : INFO : Epoch 1816 | loss: 0.031113 | val_loss: 0.0311637 | Time: 3359.23 ms [2021-10-26 18:04:29 main:574] : INFO : Epoch 1817 | loss: 0.0311164 | val_loss: 0.0311548 | Time: 3158.21 ms [2021-10-26 18:04:33 main:574] : INFO : Epoch 1818 | loss: 0.0311165 | val_loss: 0.0311544 | Time: 3272.69 ms [2021-10-26 18:04:36 main:574] : INFO : Epoch 1819 | loss: 0.0311123 | val_loss: 0.0311479 | Time: 3231.9 ms [2021-10-26 18:04:39 main:574] : INFO : Epoch 1820 | loss: 0.0311093 | val_loss: 0.0311575 | Time: 3551.07 ms [2021-10-26 18:04:43 main:574] : INFO : Epoch 1821 | loss: 0.0311101 | val_loss: 0.0311572 | Time: 3153.4 ms [2021-10-26 18:04:46 main:574] : INFO : Epoch 1822 | loss: 0.0311104 | val_loss: 0.0311518 | Time: 3558.37 ms [2021-10-26 18:04:49 main:574] : INFO : Epoch 1823 | loss: 0.0311098 | val_loss: 0.031157 | Time: 3240.12 ms [2021-10-26 18:04:53 main:574] : INFO : Epoch 1824 | loss: 0.03111 | val_loss: 0.0311488 | Time: 3202.33 ms [2021-10-26 18:04:56 main:574] : INFO : Epoch 1825 | loss: 0.031111 | val_loss: 0.0311529 | Time: 3147.34 ms [2021-10-26 18:04:59 main:574] : INFO : Epoch 1826 | loss: 0.0311161 | val_loss: 0.0311656 | Time: 3272.23 ms [2021-10-26 18:05:02 main:574] : INFO : Epoch 1827 | loss: 0.0311133 | val_loss: 0.0311545 | Time: 3225.38 ms [2021-10-26 18:05:06 main:574] : INFO : Epoch 1828 | loss: 0.0311123 | val_loss: 0.0311505 | Time: 3228.81 ms [2021-10-26 18:05:09 main:574] : INFO : Epoch 1829 | loss: 0.0311109 | val_loss: 0.0311537 | Time: 3331.07 ms [2021-10-26 18:05:12 main:574] : INFO : Epoch 1830 | loss: 0.0311109 | val_loss: 0.031151 | Time: 3219.68 ms [2021-10-26 18:05:15 main:574] : INFO : Epoch 1831 | loss: 0.0311075 | val_loss: 0.0311542 | Time: 3253.14 ms [2021-10-26 18:05:19 main:574] : INFO : Epoch 1832 | loss: 0.0311114 | val_loss: 0.0311521 | Time: 3305.92 ms [2021-10-26 18:05:22 main:574] : INFO : Epoch 1833 | loss: 0.0311132 | val_loss: 0.0311527 | Time: 3337.4 ms [2021-10-26 18:05:25 main:574] : INFO : Epoch 1834 | loss: 0.0311116 | val_loss: 0.0311502 | Time: 3222.42 ms [2021-10-26 18:05:29 main:574] : INFO : Epoch 1835 | loss: 0.0311091 | val_loss: 0.0311562 | Time: 3237.77 ms [2021-10-26 18:05:32 main:574] : INFO : Epoch 1836 | loss: 0.0311078 | val_loss: 0.0311581 | Time: 3277.9 ms [2021-10-26 18:05:35 main:574] : INFO : Epoch 1837 | loss: 0.0311065 | val_loss: 0.0311539 | Time: 3219.22 ms [2021-10-26 18:05:38 main:574] : INFO : Epoch 1838 | loss: 0.0311077 | val_loss: 0.0311562 | Time: 3116.13 ms [2021-10-26 18:05:42 main:574] : INFO : Epoch 1839 | loss: 0.0311087 | val_loss: 0.0311551 | Time: 3331.81 ms [2021-10-26 18:05:45 main:574] : INFO : Epoch 1840 | loss: 0.0311096 | val_loss: 0.0311582 | Time: 3277.12 ms [2021-10-26 18:05:48 main:574] : INFO : Epoch 1841 | loss: 0.0311108 | val_loss: 0.031172 | Time: 3119.87 ms [2021-10-26 18:05:51 main:574] : INFO : Epoch 1842 | loss: 0.0311136 | val_loss: 0.0311515 | Time: 3414.87 ms [2021-10-26 18:05:55 main:574] : INFO : Epoch 1843 | loss: 0.0311096 | val_loss: 0.0311548 | Time: 3279.2 ms [2021-10-26 18:05:58 main:574] : INFO : Epoch 1844 | loss: 0.0311078 | val_loss: 0.0311537 | Time: 3090.41 ms [2021-10-26 18:06:01 main:574] : INFO : Epoch 1845 | loss: 0.0311087 | val_loss: 0.0311546 | Time: 3331.7 ms [2021-10-26 18:06:04 main:574] : INFO : Epoch 1846 | loss: 0.0311137 | val_loss: 0.0311564 | Time: 3320.51 ms [2021-10-26 18:06:08 main:574] : INFO : Epoch 1847 | loss: 0.0311105 | val_loss: 0.0311592 | Time: 3205.99 ms [2021-10-26 18:06:11 main:574] : INFO : Epoch 1848 | loss: 0.0311107 | val_loss: 0.0311496 | Time: 3119.35 ms [2021-10-26 18:06:14 main:574] : INFO : Epoch 1849 | loss: 0.0311095 | val_loss: 0.0311551 | Time: 3354.76 ms [2021-10-26 18:06:18 main:574] : INFO : Epoch 1850 | loss: 0.0311098 | val_loss: 0.0311579 | Time: 3383.82 ms [2021-10-26 18:06:21 main:574] : INFO : Epoch 1851 | loss: 0.0311102 | val_loss: 0.031153 | Time: 3186.29 ms [2021-10-26 18:06:24 main:574] : INFO : Epoch 1852 | loss: 0.0311105 | val_loss: 0.0311539 | Time: 3255.41 ms [2021-10-26 18:06:27 main:574] : INFO : Epoch 1853 | loss: 0.0311105 | val_loss: 0.0311495 | Time: 3316.05 ms [2021-10-26 18:06:31 main:574] : INFO : Epoch 1854 | loss: 0.0311142 | val_loss: 0.0311557 | Time: 3131.95 ms [2021-10-26 18:06:34 main:574] : INFO : Epoch 1855 | loss: 0.0311155 | val_loss: 0.0311548 | Time: 3180.26 ms [2021-10-26 18:06:37 main:574] : INFO : Epoch 1856 | loss: 0.0311186 | val_loss: 0.0311553 | Time: 3274.04 ms [2021-10-26 18:06:40 main:574] : INFO : Epoch 1857 | loss: 0.0311174 | val_loss: 0.0311693 | Time: 3269.25 ms [2021-10-26 18:06:43 main:574] : INFO : Epoch 1858 | loss: 0.031128 | val_loss: 0.0311534 | Time: 3056.83 ms [2021-10-26 18:06:47 main:574] : INFO : Epoch 1859 | loss: 0.0311173 | val_loss: 0.031154 | Time: 3337.59 ms [2021-10-26 18:06:50 main:574] : INFO : Epoch 1860 | loss: 0.0311157 | val_loss: 0.0311555 | Time: 3285.63 ms [2021-10-26 18:06:53 main:574] : INFO : Epoch 1861 | loss: 0.0311187 | val_loss: 0.0311649 | Time: 3260.89 ms [2021-10-26 18:06:56 main:574] : INFO : Epoch 1862 | loss: 0.0311133 | val_loss: 0.0311582 | Time: 3162.96 ms [2021-10-26 18:07:00 main:574] : INFO : Epoch 1863 | loss: 0.0311129 | val_loss: 0.0311574 | Time: 3289.56 ms [2021-10-26 18:07:03 main:574] : INFO : Epoch 1864 | loss: 0.0311106 | val_loss: 0.0311569 | Time: 3204.05 ms [2021-10-26 18:07:06 main:574] : INFO : Epoch 1865 | loss: 0.0311085 | val_loss: 0.0311587 | Time: 3206.71 ms [2021-10-26 18:07:09 main:574] : INFO : Epoch 1866 | loss: 0.0311069 | val_loss: 0.0311577 | Time: 3330.34 ms [2021-10-26 18:07:13 main:574] : INFO : Epoch 1867 | loss: 0.0311117 | val_loss: 0.03116 | Time: 3264.19 ms [2021-10-26 18:07:16 main:574] : INFO : Epoch 1868 | loss: 0.0311153 | val_loss: 0.0311555 | Time: 3055.77 ms [2021-10-26 18:07:19 main:574] : INFO : Epoch 1869 | loss: 0.031112 | val_loss: 0.0311529 | Time: 3153.52 ms [2021-10-26 18:07:22 main:574] : INFO : Epoch 1870 | loss: 0.0311111 | val_loss: 0.0311546 | Time: 3254.26 ms [2021-10-26 18:07:25 main:574] : INFO : Epoch 1871 | loss: 0.0311169 | val_loss: 0.0311475 | Time: 3181.48 ms [2021-10-26 18:07:29 main:574] : INFO : Epoch 1872 | loss: 0.0311141 | val_loss: 0.0311569 | Time: 3135.3 ms [2021-10-26 18:07:32 main:574] : INFO : Epoch 1873 | loss: 0.031111 | val_loss: 0.0311489 | Time: 3205.57 ms [2021-10-26 18:07:35 main:574] : INFO : Epoch 1874 | loss: 0.0311105 | val_loss: 0.0311483 | Time: 3218.58 ms [2021-10-26 18:07:38 main:574] : INFO : Epoch 1875 | loss: 0.0311117 | val_loss: 0.0311533 | Time: 3014.43 ms [2021-10-26 18:07:41 main:574] : INFO : Epoch 1876 | loss: 0.031111 | val_loss: 0.031151 | Time: 3173.95 ms [2021-10-26 18:07:44 main:574] : INFO : Epoch 1877 | loss: 0.0311075 | val_loss: 0.0311506 | Time: 3180.12 ms [2021-10-26 18:07:48 main:574] : INFO : Epoch 1878 | loss: 0.031108 | val_loss: 0.0311539 | Time: 3217.12 ms [2021-10-26 18:07:51 main:574] : INFO : Epoch 1879 | loss: 0.0311092 | val_loss: 0.0311487 | Time: 3048.68 ms [2021-10-26 18:07:54 main:574] : INFO : Epoch 1880 | loss: 0.0311102 | val_loss: 0.0311507 | Time: 3231.79 ms [2021-10-26 18:07:57 main:574] : INFO : Epoch 1881 | loss: 0.0311122 | val_loss: 0.0311587 | Time: 3142.25 ms [2021-10-26 18:08:00 main:574] : INFO : Epoch 1882 | loss: 0.0311134 | val_loss: 0.0311534 | Time: 3186.19 ms [2021-10-26 18:08:04 main:574] : INFO : Epoch 1883 | loss: 0.0311092 | val_loss: 0.0311568 | Time: 3199.14 ms [2021-10-26 18:08:07 main:574] : INFO : Epoch 1884 | loss: 0.0311079 | val_loss: 0.0311515 | Time: 3648.83 ms [2021-10-26 18:08:10 main:574] : INFO : Epoch 1885 | loss: 0.0311091 | val_loss: 0.0311578 | Time: 3177.94 ms [2021-10-26 18:08:14 main:574] : INFO : Epoch 1886 | loss: 0.0311145 | val_loss: 0.0311541 | Time: 3142.97 ms [2021-10-26 18:08:17 main:574] : INFO : Epoch 1887 | loss: 0.0311135 | val_loss: 0.0311479 | Time: 3040.82 ms [2021-10-26 18:08:20 main:574] : INFO : Epoch 1888 | loss: 0.0311125 | val_loss: 0.0311488 | Time: 3257.84 ms [2021-10-26 18:08:23 main:574] : INFO : Epoch 1889 | loss: 0.0311156 | val_loss: 0.0311603 | Time: 3138.43 ms [2021-10-26 18:08:26 main:574] : INFO : Epoch 1890 | loss: 0.0311158 | val_loss: 0.0311575 | Time: 3134.41 ms [2021-10-26 18:08:29 main:574] : INFO : Epoch 1891 | loss: 0.0311144 | val_loss: 0.0311522 | Time: 3039.9 ms [2021-10-26 18:08:32 main:574] : INFO : Epoch 1892 | loss: 0.0311166 | val_loss: 0.0311529 | Time: 3222.72 ms [2021-10-26 18:08:36 main:574] : INFO : Epoch 1893 | loss: 0.0311124 | val_loss: 0.0311548 | Time: 3169.37 ms [2021-10-26 18:08:39 main:574] : INFO : Epoch 1894 | loss: 0.0311151 | val_loss: 0.0311483 | Time: 3175.01 ms [2021-10-26 18:08:43 main:574] : INFO : Epoch 1895 | loss: 0.0311162 | val_loss: 0.0311559 | Time: 3670.48 ms [2021-10-26 18:08:47 main:574] : INFO : Epoch 1896 | loss: 0.0311133 | val_loss: 0.0311534 | Time: 4714.85 ms [2021-10-26 18:08:52 main:574] : INFO : Epoch 1897 | loss: 0.0311135 | val_loss: 0.0311555 | Time: 4604.02 ms [2021-10-26 18:09:17 main:574] : INFO : Epoch 1898 | loss: 0.0311105 | val_loss: 0.0311511 | Time: 25189 ms [2021-10-26 18:09:20 main:574] : INFO : Epoch 1899 | loss: 0.0311139 | val_loss: 0.0311584 | Time: 3212.87 ms [2021-10-26 18:09:23 main:574] : INFO : Epoch 1900 | loss: 0.0311116 | val_loss: 0.0311547 | Time: 3144.87 ms [2021-10-26 18:09:27 main:574] : INFO : Epoch 1901 | loss: 0.0311093 | val_loss: 0.0311561 | Time: 3115.85 ms [2021-10-26 18:09:30 main:574] : INFO : Epoch 1902 | loss: 0.0311105 | val_loss: 0.0311572 | Time: 3143.87 ms [2021-10-26 18:09:33 main:574] : INFO : Epoch 1903 | loss: 0.0311084 | val_loss: 0.0311603 | Time: 3233.96 ms [2021-10-26 18:09:36 main:574] : INFO : Epoch 1904 | loss: 0.0311104 | val_loss: 0.0311591 | Time: 3285.81 ms [2021-10-26 18:09:40 main:574] : INFO : Epoch 1905 | loss: 0.0311111 | val_loss: 0.0311526 | Time: 3273.33 ms [2021-10-26 18:09:43 main:574] : INFO : Epoch 1906 | loss: 0.03111 | val_loss: 0.0311578 | Time: 3175.18 ms [2021-10-26 18:09:46 main:574] : INFO : Epoch 1907 | loss: 0.0311106 | val_loss: 0.0311566 | Time: 3167.21 ms [2021-10-26 18:09:49 main:574] : INFO : Epoch 1908 | loss: 0.0311093 | val_loss: 0.0311559 | Time: 3117.89 ms [2021-10-26 18:09:52 main:574] : INFO : Epoch 1909 | loss: 0.0311127 | val_loss: 0.0311494 | Time: 3232.28 ms [2021-10-26 18:09:56 main:574] : INFO : Epoch 1910 | loss: 0.0311181 | val_loss: 0.0311679 | Time: 3276.01 ms [2021-10-26 18:09:59 main:574] : INFO : Epoch 1911 | loss: 0.0311207 | val_loss: 0.0311493 | Time: 3149.69 ms [2021-10-26 18:10:02 main:574] : INFO : Epoch 1912 | loss: 0.0311159 | val_loss: 0.0311482 | Time: 3153.12 ms [2021-10-26 18:10:05 main:574] : INFO : Epoch 1913 | loss: 0.0311147 | val_loss: 0.0311656 | Time: 3164.48 ms [2021-10-26 18:10:08 main:574] : INFO : Epoch 1914 | loss: 0.0311098 | val_loss: 0.0311477 | Time: 3177.99 ms [2021-10-26 18:10:11 main:574] : INFO : Epoch 1915 | loss: 0.0311087 | val_loss: 0.0311552 | Time: 3133.38 ms [2021-10-26 18:10:15 main:574] : INFO : Epoch 1916 | loss: 0.0311118 | val_loss: 0.0311488 | Time: 3037.97 ms [2021-10-26 18:10:18 main:574] : INFO : Epoch 1917 | loss: 0.0311083 | val_loss: 0.031158 | Time: 3274.56 ms [2021-10-26 18:10:21 main:574] : INFO : Epoch 1918 | loss: 0.0311109 | val_loss: 0.031157 | Time: 3229.52 ms [2021-10-26 18:10:24 main:574] : INFO : Epoch 1919 | loss: 0.0311093 | val_loss: 0.031154 | Time: 3128.66 ms [2021-10-26 18:10:27 main:574] : INFO : Epoch 1920 | loss: 0.0311075 | val_loss: 0.0311555 | Time: 3062.73 ms [2021-10-26 18:10:31 main:574] : INFO : Epoch 1921 | loss: 0.0311066 | val_loss: 0.0311552 | Time: 3239.19 ms [2021-10-26 18:10:34 main:574] : INFO : Epoch 1922 | loss: 0.0311091 | val_loss: 0.0311545 | Time: 3222.42 ms [2021-10-26 18:10:37 main:574] : INFO : Epoch 1923 | loss: 0.0311106 | val_loss: 0.0311502 | Time: 3143.98 ms [2021-10-26 18:10:40 main:574] : INFO : Epoch 1924 | loss: 0.0311105 | val_loss: 0.0311502 | Time: 3207.39 ms [2021-10-26 18:10:43 main:574] : INFO : Epoch 1925 | loss: 0.0311113 | val_loss: 0.0311615 | Time: 3240.46 ms [2021-10-26 18:10:47 main:574] : INFO : Epoch 1926 | loss: 0.0311134 | val_loss: 0.0311469 | Time: 3144.5 ms [2021-10-26 18:10:50 main:574] : INFO : Epoch 1927 | loss: 0.0311151 | val_loss: 0.0311506 | Time: 3049.47 ms [2021-10-26 18:10:53 main:574] : INFO : Epoch 1928 | loss: 0.0311119 | val_loss: 0.0311509 | Time: 3175.66 ms [2021-10-26 18:10:56 main:574] : INFO : Epoch 1929 | loss: 0.03111 | val_loss: 0.0311509 | Time: 3240.32 ms [2021-10-26 18:10:59 main:574] : INFO : Epoch 1930 | loss: 0.0311089 | val_loss: 0.0311498 | Time: 3051.36 ms [2021-10-26 18:11:02 main:574] : INFO : Epoch 1931 | loss: 0.0311085 | val_loss: 0.0311521 | Time: 3168.15 ms [2021-10-26 18:11:05 main:574] : INFO : Epoch 1932 | loss: 0.031108 | val_loss: 0.0311535 | Time: 3109.72 ms [2021-10-26 18:11:09 main:574] : INFO : Epoch 1933 | loss: 0.0311066 | val_loss: 0.031153 | Time: 3217.92 ms [2021-10-26 18:11:12 main:574] : INFO : Epoch 1934 | loss: 0.0311097 | val_loss: 0.0311719 | Time: 3082.44 ms [2021-10-26 18:11:15 main:574] : INFO : Epoch 1935 | loss: 0.0311126 | val_loss: 0.0311549 | Time: 3200.38 ms [2021-10-26 18:11:18 main:574] : INFO : Epoch 1936 | loss: 0.0311097 | val_loss: 0.0311559 | Time: 3206.86 ms [2021-10-26 18:11:21 main:574] : INFO : Epoch 1937 | loss: 0.0311097 | val_loss: 0.031162 | Time: 3308.15 ms [2021-10-26 18:11:25 main:574] : INFO : Epoch 1938 | loss: 0.0311082 | val_loss: 0.0311572 | Time: 3074.94 ms [2021-10-26 18:11:28 main:574] : INFO : Epoch 1939 | loss: 0.0311091 | val_loss: 0.0311531 | Time: 3168.93 ms [2021-10-26 18:11:32 main:574] : INFO : Epoch 1940 | loss: 0.0311082 | val_loss: 0.0311536 | Time: 4171.41 ms [2021-10-26 18:11:36 main:574] : INFO : Epoch 1941 | loss: 0.0311066 | val_loss: 0.0311529 | Time: 4264.42 ms [2021-10-26 18:11:40 main:574] : INFO : Epoch 1942 | loss: 0.031108 | val_loss: 0.0311585 | Time: 3349.48 ms [2021-10-26 18:11:43 main:574] : INFO : Epoch 1943 | loss: 0.0311112 | val_loss: 0.0311565 | Time: 3206.9 ms [2021-10-26 18:11:46 main:574] : INFO : Epoch 1944 | loss: 0.031109 | val_loss: 0.0311638 | Time: 3156.28 ms [2021-10-26 18:11:49 main:574] : INFO : Epoch 1945 | loss: 0.0311107 | val_loss: 0.0311536 | Time: 3265.25 ms [2021-10-26 18:11:52 main:574] : INFO : Epoch 1946 | loss: 0.0311093 | val_loss: 0.0311529 | Time: 3084.61 ms [2021-10-26 18:11:56 main:574] : INFO : Epoch 1947 | loss: 0.0311053 | val_loss: 0.0311533 | Time: 3408.51 ms [2021-10-26 18:11:59 main:574] : INFO : Epoch 1948 | loss: 0.0311079 | val_loss: 0.0311601 | Time: 3240.48 ms [2021-10-26 18:12:02 main:574] : INFO : Epoch 1949 | loss: 0.0311179 | val_loss: 0.0311629 | Time: 3171.42 ms [2021-10-26 18:12:05 main:574] : INFO : Epoch 1950 | loss: 0.0311116 | val_loss: 0.0311586 | Time: 3049.14 ms [2021-10-26 18:12:08 main:574] : INFO : Epoch 1951 | loss: 0.0311071 | val_loss: 0.0311527 | Time: 3191.49 ms [2021-10-26 18:12:12 main:574] : INFO : Epoch 1952 | loss: 0.0311078 | val_loss: 0.0311565 | Time: 3291.27 ms [2021-10-26 18:12:15 main:574] : INFO : Epoch 1953 | loss: 0.0311091 | val_loss: 0.0311521 | Time: 3146.32 ms [2021-10-26 18:12:18 main:574] : INFO : Epoch 1954 | loss: 0.0311093 | val_loss: 0.0311572 | Time: 3048.06 ms [2021-10-26 18:12:21 main:574] : INFO : Epoch 1955 | loss: 0.0311096 | val_loss: 0.0311547 | Time: 3252.5 ms [2021-10-26 18:12:24 main:574] : INFO : Epoch 1956 | loss: 0.0311092 | val_loss: 0.0311528 | Time: 3188.08 ms [2021-10-26 18:12:28 main:574] : INFO : Epoch 1957 | loss: 0.0311078 | val_loss: 0.0311662 | Time: 3104.44 ms [2021-10-26 18:12:31 main:574] : INFO : Epoch 1958 | loss: 0.0311059 | val_loss: 0.0311562 | Time: 3123.67 ms [2021-10-26 18:12:34 main:574] : INFO : Epoch 1959 | loss: 0.0311061 | val_loss: 0.0311561 | Time: 3290.86 ms [2021-10-26 18:12:37 main:574] : INFO : Epoch 1960 | loss: 0.0311079 | val_loss: 0.0311555 | Time: 3150.34 ms [2021-10-26 18:12:40 main:574] : INFO : Epoch 1961 | loss: 0.0311087 | val_loss: 0.0311517 | Time: 3080.15 ms [2021-10-26 18:12:43 main:574] : INFO : Epoch 1962 | loss: 0.0311076 | val_loss: 0.0311563 | Time: 3134.94 ms [2021-10-26 18:12:47 main:574] : INFO : Epoch 1963 | loss: 0.0311106 | val_loss: 0.0311577 | Time: 3179.62 ms [2021-10-26 18:12:50 main:574] : INFO : Epoch 1964 | loss: 0.0311196 | val_loss: 0.0311723 | Time: 3264.33 ms [2021-10-26 18:12:53 main:574] : INFO : Epoch 1965 | loss: 0.0311224 | val_loss: 0.0311506 | Time: 3114.55 ms [2021-10-26 18:12:56 main:574] : INFO : Epoch 1966 | loss: 0.0311143 | val_loss: 0.0311546 | Time: 3182.02 ms [2021-10-26 18:12:59 main:574] : INFO : Epoch 1967 | loss: 0.0311101 | val_loss: 0.0311564 | Time: 3194.92 ms [2021-10-26 18:13:03 main:574] : INFO : Epoch 1968 | loss: 0.0311087 | val_loss: 0.0311622 | Time: 3149.78 ms [2021-10-26 18:13:06 main:574] : INFO : Epoch 1969 | loss: 0.0311067 | val_loss: 0.0311546 | Time: 3087.05 ms [2021-10-26 18:13:09 main:574] : INFO : Epoch 1970 | loss: 0.0311034 | val_loss: 0.0311577 | Time: 3265.89 ms [2021-10-26 18:13:12 main:574] : INFO : Epoch 1971 | loss: 0.0311053 | val_loss: 0.0311604 | Time: 3232.3 ms [2021-10-26 18:13:15 main:574] : INFO : Epoch 1972 | loss: 0.0311135 | val_loss: 0.031153 | Time: 3105.66 ms [2021-10-26 18:13:19 main:574] : INFO : Epoch 1973 | loss: 0.0311074 | val_loss: 0.0311596 | Time: 3372.5 ms [2021-10-26 18:13:22 main:574] : INFO : Epoch 1974 | loss: 0.0311032 | val_loss: 0.0311544 | Time: 3233.87 ms [2021-10-26 18:13:25 main:574] : INFO : Epoch 1975 | loss: 0.0311036 | val_loss: 0.0311603 | Time: 3135.46 ms [2021-10-26 18:13:28 main:574] : INFO : Epoch 1976 | loss: 0.0311031 | val_loss: 0.0311607 | Time: 3114.69 ms [2021-10-26 18:13:31 main:574] : INFO : Epoch 1977 | loss: 0.0311017 | val_loss: 0.0311566 | Time: 3231.43 ms [2021-10-26 18:13:35 main:574] : INFO : Epoch 1978 | loss: 0.0311022 | val_loss: 0.0311577 | Time: 3241.48 ms [2021-10-26 18:13:38 main:574] : INFO : Epoch 1979 | loss: 0.0311025 | val_loss: 0.0311633 | Time: 3128.92 ms [2021-10-26 18:13:41 main:574] : INFO : Epoch 1980 | loss: 0.031106 | val_loss: 0.0311607 | Time: 3138.13 ms [2021-10-26 18:13:46 main:574] : INFO : Epoch 1981 | loss: 0.0311026 | val_loss: 0.0311617 | Time: 5075.54 ms [2021-10-26 18:13:51 main:574] : INFO : Epoch 1982 | loss: 0.0311026 | val_loss: 0.0311602 | Time: 4569.46 ms [2021-10-26 18:13:55 main:574] : INFO : Epoch 1983 | loss: 0.0311028 | val_loss: 0.0311562 | Time: 4126.28 ms [2021-10-26 18:14:48 main:574] : INFO : Epoch 1984 | loss: 0.0311059 | val_loss: 0.0311645 | Time: 53510.5 ms [2021-10-26 18:14:52 main:574] : INFO : Epoch 1985 | loss: 0.0311048 | val_loss: 0.0311593 | Time: 3339.45 ms [2021-10-26 18:14:55 main:574] : INFO : Epoch 1986 | loss: 0.031103 | val_loss: 0.0311595 | Time: 3239.93 ms [2021-10-26 18:14:58 main:574] : INFO : Epoch 1987 | loss: 0.0311045 | val_loss: 0.0311544 | Time: 3151.16 ms [2021-10-26 18:15:01 main:574] : INFO : Epoch 1988 | loss: 0.0311074 | val_loss: 0.0311577 | Time: 3130.24 ms [2021-10-26 18:15:04 main:574] : INFO : Epoch 1989 | loss: 0.0311082 | val_loss: 0.0311518 | Time: 3214.59 ms [2021-10-26 18:15:08 main:574] : INFO : Epoch 1990 | loss: 0.0311049 | val_loss: 0.0311603 | Time: 3223.88 ms [2021-10-26 18:15:11 main:574] : INFO : Epoch 1991 | loss: 0.0311032 | val_loss: 0.0311571 | Time: 3172.07 ms [2021-10-26 18:15:15 main:574] : INFO : Epoch 1992 | loss: 0.0311028 | val_loss: 0.03116 | Time: 3671.55 ms [2021-10-26 18:15:18 main:574] : INFO : Epoch 1993 | loss: 0.0311023 | val_loss: 0.0311571 | Time: 3338.35 ms [2021-10-26 18:15:21 main:574] : INFO : Epoch 1994 | loss: 0.0311028 | val_loss: 0.0311587 | Time: 3012.84 ms [2021-10-26 18:15:24 main:574] : INFO : Epoch 1995 | loss: 0.0311026 | val_loss: 0.0311541 | Time: 3238.28 ms [2021-10-26 18:15:27 main:574] : INFO : Epoch 1996 | loss: 0.0311037 | val_loss: 0.0311618 | Time: 3163.34 ms [2021-10-26 18:15:31 main:574] : INFO : Epoch 1997 | loss: 0.0311041 | val_loss: 0.0311597 | Time: 3218.07 ms [2021-10-26 18:15:34 main:574] : INFO : Epoch 1998 | loss: 0.0311063 | val_loss: 0.0311554 | Time: 3007.3 ms [2021-10-26 18:15:37 main:574] : INFO : Epoch 1999 | loss: 0.031101 | val_loss: 0.0311647 | Time: 3244.01 ms [2021-10-26 18:15:40 main:574] : INFO : Epoch 2000 | loss: 0.0311013 | val_loss: 0.0311543 | Time: 3168.91 ms [2021-10-26 18:15:43 main:574] : INFO : Epoch 2001 | loss: 0.0310998 | val_loss: 0.0311541 | Time: 3183.67 ms [2021-10-26 18:15:46 main:574] : INFO : Epoch 2002 | loss: 0.0310986 | val_loss: 0.0311569 | Time: 3032.23 ms [2021-10-26 18:15:50 main:574] : INFO : Epoch 2003 | loss: 0.0311011 | val_loss: 0.0311604 | Time: 3317.51 ms [2021-10-26 18:15:53 main:574] : INFO : Epoch 2004 | loss: 0.0311014 | val_loss: 0.0311595 | Time: 3253.95 ms [2021-10-26 18:15:56 main:574] : INFO : Epoch 2005 | loss: 0.0311022 | val_loss: 0.0311585 | Time: 3169.22 ms [2021-10-26 18:15:59 main:574] : INFO : Epoch 2006 | loss: 0.0311139 | val_loss: 0.0311643 | Time: 3050.36 ms [2021-10-26 18:16:02 main:574] : INFO : Epoch 2007 | loss: 0.0311149 | val_loss: 0.0311592 | Time: 3221.35 ms [2021-10-26 18:16:06 main:574] : INFO : Epoch 2008 | loss: 0.0311144 | val_loss: 0.0311656 | Time: 3205.71 ms [2021-10-26 18:16:09 main:574] : INFO : Epoch 2009 | loss: 0.0311161 | val_loss: 0.0311562 | Time: 3131.7 ms [2021-10-26 18:16:12 main:574] : INFO : Epoch 2010 | loss: 0.0311148 | val_loss: 0.0311588 | Time: 3026.35 ms [2021-10-26 18:16:15 main:574] : INFO : Epoch 2011 | loss: 0.0311135 | val_loss: 0.0311678 | Time: 3371.71 ms [2021-10-26 18:16:18 main:574] : INFO : Epoch 2012 | loss: 0.0311147 | val_loss: 0.0311561 | Time: 3170.78 ms [2021-10-26 18:16:21 main:574] : INFO : Epoch 2013 | loss: 0.0311148 | val_loss: 0.0311516 | Time: 3043.05 ms [2021-10-26 18:16:25 main:574] : INFO : Epoch 2014 | loss: 0.0311091 | val_loss: 0.0311551 | Time: 3106.05 ms [2021-10-26 18:16:28 main:574] : INFO : Epoch 2015 | loss: 0.0311071 | val_loss: 0.0311557 | Time: 3224.56 ms [2021-10-26 18:16:31 main:574] : INFO : Epoch 2016 | loss: 0.0311084 | val_loss: 0.0311554 | Time: 3189.29 ms [2021-10-26 18:16:34 main:574] : INFO : Epoch 2017 | loss: 0.0311099 | val_loss: 0.0311625 | Time: 3068.98 ms [2021-10-26 18:16:37 main:574] : INFO : Epoch 2018 | loss: 0.0311075 | val_loss: 0.0311603 | Time: 3152.55 ms [2021-10-26 18:16:40 main:574] : INFO : Epoch 2019 | loss: 0.0311045 | val_loss: 0.0311549 | Time: 3235.21 ms [2021-10-26 18:16:44 main:574] : INFO : Epoch 2020 | loss: 0.0311072 | val_loss: 0.0311523 | Time: 3136.38 ms [2021-10-26 18:16:47 main:574] : INFO : Epoch 2021 | loss: 0.0311074 | val_loss: 0.0311655 | Time: 2959.89 ms [2021-10-26 18:16:50 main:574] : INFO : Epoch 2022 | loss: 0.0311109 | val_loss: 0.0311533 | Time: 3187.26 ms [2021-10-26 18:16:53 main:574] : INFO : Epoch 2023 | loss: 0.0311055 | val_loss: 0.0311598 | Time: 3166.71 ms [2021-10-26 18:16:56 main:574] : INFO : Epoch 2024 | loss: 0.0311071 | val_loss: 0.0311569 | Time: 3190.91 ms [2021-10-26 18:16:59 main:574] : INFO : Epoch 2025 | loss: 0.0311083 | val_loss: 0.0311541 | Time: 2982.36 ms [2021-10-26 18:17:02 main:574] : INFO : Epoch 2026 | loss: 0.0311158 | val_loss: 0.0311544 | Time: 3160.87 ms [2021-10-26 18:17:06 main:574] : INFO : Epoch 2027 | loss: 0.0311157 | val_loss: 0.0311567 | Time: 3236.01 ms [2021-10-26 18:17:09 main:574] : INFO : Epoch 2028 | loss: 0.0311122 | val_loss: 0.0311635 | Time: 3174.72 ms [2021-10-26 18:17:12 main:574] : INFO : Epoch 2029 | loss: 0.0311103 | val_loss: 0.0311508 | Time: 2997.7 ms [2021-10-26 18:17:15 main:574] : INFO : Epoch 2030 | loss: 0.0311086 | val_loss: 0.0311558 | Time: 3116.27 ms [2021-10-26 18:17:18 main:574] : INFO : Epoch 2031 | loss: 0.0311083 | val_loss: 0.0311635 | Time: 3193.92 ms [2021-10-26 18:17:21 main:574] : INFO : Epoch 2032 | loss: 0.0311093 | val_loss: 0.0311613 | Time: 3208.48 ms [2021-10-26 18:17:24 main:574] : INFO : Epoch 2033 | loss: 0.0311067 | val_loss: 0.0311597 | Time: 3025.28 ms [2021-10-26 18:17:28 main:574] : INFO : Epoch 2034 | loss: 0.0311042 | val_loss: 0.031159 | Time: 3163.78 ms [2021-10-26 18:17:31 main:574] : INFO : Epoch 2035 | loss: 0.0311033 | val_loss: 0.0311559 | Time: 3240.63 ms [2021-10-26 18:17:34 main:574] : INFO : Epoch 2036 | loss: 0.0311036 | val_loss: 0.0311637 | Time: 3096.79 ms [2021-10-26 18:17:37 main:574] : INFO : Epoch 2037 | loss: 0.031103 | val_loss: 0.0311593 | Time: 3046.67 ms [2021-10-26 18:17:40 main:574] : INFO : Epoch 2038 | loss: 0.0311072 | val_loss: 0.0311557 | Time: 3177.24 ms [2021-10-26 18:17:43 main:574] : INFO : Epoch 2039 | loss: 0.0311155 | val_loss: 0.0311612 | Time: 3202.01 ms [2021-10-26 18:17:46 main:574] : INFO : Epoch 2040 | loss: 0.031114 | val_loss: 0.0311601 | Time: 3117.06 ms [2021-10-26 18:17:50 main:574] : INFO : Epoch 2041 | loss: 0.0311167 | val_loss: 0.0311616 | Time: 3134.15 ms [2021-10-26 18:17:53 main:574] : INFO : Epoch 2042 | loss: 0.0311255 | val_loss: 0.0311504 | Time: 3152.6 ms [2021-10-26 18:17:56 main:574] : INFO : Epoch 2043 | loss: 0.0311189 | val_loss: 0.0311564 | Time: 3113.35 ms [2021-10-26 18:17:59 main:574] : INFO : Epoch 2044 | loss: 0.0311122 | val_loss: 0.0311558 | Time: 3142.99 ms [2021-10-26 18:18:02 main:574] : INFO : Epoch 2045 | loss: 0.0311134 | val_loss: 0.0311628 | Time: 3124.07 ms [2021-10-26 18:18:05 main:574] : INFO : Epoch 2046 | loss: 0.0311115 | val_loss: 0.0311594 | Time: 3051.47 ms [2021-10-26 18:18:09 main:574] : INFO : Epoch 2047 | loss: 0.0311127 | val_loss: 0.0311525 | Time: 3256.61 ms [2021-10-26 18:18:12 main:574] : INFO : Epoch 2048 | loss: 0.0311127 | val_loss: 0.031153 | Time: 3212.15 ms [2021-10-26 18:18:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031153 [2021-10-26 18:18:12 main:603] : INFO : Saving end state to config to file [2021-10-26 18:18:12 main:608] : INFO : Success, exiting.. 18:18:12 (7228): 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)