Task 5789260
| Name | ParityMachine-1624824122-31939-3_0 |
| Workunit | 3618206 |
| Created | 11 Jul 2021, 21:06:27 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 16 Jul 2021, 23:51:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 16 min 24 sec |
| CPU time | 1 hours 16 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Epoch 1604 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 1858.97 ms [2021-07-17 01:15:21 main:581] : INFO : Epoch 1605 | loss: 0.0311745 | val_loss: 0.031178 | Time: 1894.1 ms [2021-07-17 01:15:23 main:581] : INFO : Epoch 1606 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 1723.99 ms [2021-07-17 01:15:25 main:581] : INFO : Epoch 1607 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 1760.42 ms [2021-07-17 01:15:27 main:581] : INFO : Epoch 1608 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1727.18 ms SIGSEGV: segmentation violation Stack trace (4 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55e5405daf9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f31ba24f730] /lib/x86_64-linux-gnu/libc.so.6(__cxa_finalize+0x60)[0x7f313bb6a220] ./libnvrtc.so.10.2(+0x122cf6)[0x7f31104b3cf6] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce RTX 2080 Ti) [2021-07-17 01:34:59 main:442] : INFO : Set logging level to 1 [2021-07-17 01:34:59 main:448] : INFO : Running in BOINC Client mode [2021-07-17 01:34:59 main:451] : INFO : Resolving all filenames [2021-07-17 01:34:59 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-17 01:34:59 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624824122-31939-3_0_r1246458630_1 (exists = 1) [2021-07-17 01:34:59 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624824122-31939-3_0_r1246458630_0 (exists = 0) [2021-07-17 01:34:59 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624824122-31939-3 (exists = 1) [2021-07-17 01:34:59 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-17 01:34:59 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-17 01:34:59 main:481] : INFO : Configuration: [2021-07-17 01:34:59 main:482] : INFO : Model type: GRU [2021-07-17 01:34:59 main:483] : INFO : Validation Loss Threshold: 0.0001 [2021-07-17 01:34:59 main:484] : INFO : Max Epochs: 2048 [2021-07-17 01:34:59 main:485] : INFO : Batch Size: 128 [2021-07-17 01:34:59 main:486] : INFO : Learning Rate: 0.01 [2021-07-17 01:34:59 main:487] : INFO : Patience: 10 [2021-07-17 01:34:59 main:488] : INFO : Hidden Width: 12 [2021-07-17 01:34:59 main:489] : INFO : # Recurrent Layers: 4 [2021-07-17 01:34:59 main:490] : INFO : # Backend Layers: 4 [2021-07-17 01:34:59 main:491] : INFO : # Threads: 1 [2021-07-17 01:34:59 main:493] : INFO : Preparing Dataset [2021-07-17 01:34:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 01:34:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 01:35:02 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-17 01:35:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 01:35:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 01:35:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-17 01:35:02 main:501] : INFO : Creating Model [2021-07-17 01:35:02 main:514] : INFO : Preparing config file [2021-07-17 01:35:02 main:518] : INFO : Found checkpoint, attempting to load... [2021-07-17 01:35:02 main:519] : INFO : Loading config [2021-07-17 01:35:02 main:521] : INFO : Loading state [2021-07-17 01:35:03 main:566] : INFO : Loading DataLoader into Memory [2021-07-17 01:35:03 main:569] : INFO : Starting Training [2021-07-17 01:35:05 main:581] : INFO : Epoch 1577 | loss: 0.0312254 | val_loss: 0.0311967 | Time: 2289.02 ms [2021-07-17 01:35:07 main:581] : INFO : Epoch 1578 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 1604.56 ms [2021-07-17 01:35:08 main:581] : INFO : Epoch 1579 | loss: 0.0311777 | val_loss: 0.0311753 | Time: 1684.85 ms [2021-07-17 01:35:10 main:581] : INFO : Epoch 1580 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 1736.02 ms [2021-07-17 01:35:12 main:581] : INFO : Epoch 1581 | loss: 0.0311723 | val_loss: 0.0311847 | Time: 1909.52 ms [2021-07-17 01:35:14 main:581] : INFO : Epoch 1582 | loss: 0.0311728 | val_loss: 0.0311723 | Time: 1840.47 ms [2021-07-17 01:35:16 main:581] : INFO : Epoch 1583 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 1774.7 ms [2021-07-17 01:35:17 main:581] : INFO : Epoch 1584 | loss: 0.0311713 | val_loss: 0.0311712 | Time: 1554.75 ms [2021-07-17 01:35:19 main:581] : INFO : Epoch 1585 | loss: 0.0311695 | val_loss: 0.0311699 | Time: 1678.1 ms [2021-07-17 01:35:21 main:581] : INFO : Epoch 1586 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 1826.28 ms [2021-07-17 01:35:22 main:581] : INFO : Epoch 1587 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 1656.82 ms [2021-07-17 01:35:24 main:581] : INFO : Epoch 1588 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 1674.99 ms [2021-07-17 01:35:26 main:581] : INFO : Epoch 1589 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 1597.58 ms [2021-07-17 01:35:27 main:581] : INFO : Epoch 1590 | loss: 0.0311672 | val_loss: 0.031168 | Time: 1776.51 ms [2021-07-17 01:35:29 main:581] : INFO : Epoch 1591 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 1986.47 ms [2021-07-17 01:35:31 main:581] : INFO : Epoch 1592 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 2010.31 ms [2021-07-17 01:35:33 main:581] : INFO : Epoch 1593 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 1727.52 ms [2021-07-17 01:35:35 main:581] : INFO : Epoch 1594 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 1596.45 ms [2021-07-17 01:35:36 main:581] : INFO : Epoch 1595 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 1633.29 ms [2021-07-17 01:35:38 main:581] : INFO : Epoch 1596 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 1705.91 ms [2021-07-17 01:35:40 main:581] : INFO : Epoch 1597 | loss: 0.031168 | val_loss: 0.031172 | Time: 1471.25 ms [2021-07-17 01:35:41 main:581] : INFO : Epoch 1598 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 1738.54 ms [2021-07-17 01:35:43 main:581] : INFO : Epoch 1599 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 1628.78 ms [2021-07-17 01:35:45 main:581] : INFO : Epoch 1600 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 1746.81 ms [2021-07-17 01:35:47 main:581] : INFO : Epoch 1601 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 1914.8 ms [2021-07-17 01:35:48 main:581] : INFO : Epoch 1602 | loss: 0.031166 | val_loss: 0.031173 | Time: 1793.47 ms [2021-07-17 01:35:50 main:581] : INFO : Epoch 1603 | loss: 0.0311652 | val_loss: 0.0311715 | Time: 1842.89 ms [2021-07-17 01:35:52 main:581] : INFO : Epoch 1604 | loss: 0.0311646 | val_loss: 0.0311716 | Time: 1742.87 ms [2021-07-17 01:35:54 main:581] : INFO : Epoch 1605 | loss: 0.0311648 | val_loss: 0.031173 | Time: 1709.01 ms [2021-07-17 01:35:55 main:581] : INFO : Epoch 1606 | loss: 0.0311633 | val_loss: 0.0311737 | Time: 1767.31 ms [2021-07-17 01:35:57 main:581] : INFO : Epoch 1607 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 1636.08 ms [2021-07-17 01:35:59 main:581] : INFO : Epoch 1608 | loss: 0.0311633 | val_loss: 0.0311791 | Time: 1885.79 ms [2021-07-17 01:36:01 main:581] : INFO : Epoch 1609 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1703.17 ms [2021-07-17 01:36:02 main:581] : INFO : Epoch 1610 | loss: 0.031165 | val_loss: 0.031172 | Time: 1804.57 ms [2021-07-17 01:36:04 main:581] : INFO : Epoch 1611 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 1817.08 ms [2021-07-17 01:36:06 main:581] : INFO : Epoch 1612 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 1803.05 ms [2021-07-17 01:36:08 main:581] : INFO : Epoch 1613 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 1752.45 ms [2021-07-17 01:36:09 main:581] : INFO : Epoch 1614 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 1648.64 ms [2021-07-17 01:36:11 main:581] : INFO : Epoch 1615 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 1656.12 ms [2021-07-17 01:36:13 main:581] : INFO : Epoch 1616 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 1704.32 ms [2021-07-17 01:36:15 main:581] : INFO : Epoch 1617 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 1675.16 ms [2021-07-17 01:36:16 main:581] : INFO : Epoch 1618 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 1711.08 ms [2021-07-17 01:36:18 main:581] : INFO : Epoch 1619 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 1649.6 ms [2021-07-17 01:36:20 main:581] : INFO : Epoch 1620 | loss: 0.0311617 | val_loss: 0.0311663 | Time: 1754.36 ms [2021-07-17 01:36:21 main:581] : INFO : Epoch 1621 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1819.39 ms [2021-07-17 01:36:23 main:581] : INFO : Epoch 1622 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 1815.4 ms [2021-07-17 01:36:25 main:581] : INFO : Epoch 1623 | loss: 0.031161 | val_loss: 0.0311686 | Time: 1755.16 ms [2021-07-17 01:36:27 main:581] : INFO : Epoch 1624 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 1615.3 ms [2021-07-17 01:36:28 main:581] : INFO : Epoch 1625 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 1566.9 ms [2021-07-17 01:36:30 main:581] : INFO : Epoch 1626 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 1921.89 ms [2021-07-17 01:36:32 main:581] : INFO : Epoch 1627 | loss: 0.0311569 | val_loss: 0.0311684 | Time: 1734.12 ms [2021-07-17 01:36:34 main:581] : INFO : Epoch 1628 | loss: 0.031156 | val_loss: 0.0311664 | Time: 1738.73 ms [2021-07-17 01:36:36 main:581] : INFO : Epoch 1629 | loss: 0.0311563 | val_loss: 0.0311731 | Time: 1953.15 ms [2021-07-17 01:36:37 main:581] : INFO : Epoch 1630 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1823.57 ms [2021-07-17 01:36:39 main:581] : INFO : Epoch 1631 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1716.98 ms [2021-07-17 01:36:41 main:581] : INFO : Epoch 1632 | loss: 0.0311547 | val_loss: 0.0311693 | Time: 1628.91 ms [2021-07-17 01:36:42 main:581] : INFO : Epoch 1633 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 1659.89 ms [2021-07-17 01:36:44 main:581] : INFO : Epoch 1634 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 1855.67 ms [2021-07-17 01:36:46 main:581] : INFO : Epoch 1635 | loss: 0.0311537 | val_loss: 0.0311659 | Time: 1606.38 ms [2021-07-17 01:36:48 main:581] : INFO : Epoch 1636 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 1780.25 ms [2021-07-17 01:36:49 main:581] : INFO : Epoch 1637 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 1820.46 ms [2021-07-17 01:36:51 main:581] : INFO : Epoch 1638 | loss: 0.0311534 | val_loss: 0.031171 | Time: 1896.85 ms [2021-07-17 01:36:53 main:581] : INFO : Epoch 1639 | loss: 0.0311539 | val_loss: 0.0311673 | Time: 1629.75 ms [2021-07-17 01:36:55 main:581] : INFO : Epoch 1640 | loss: 0.0311518 | val_loss: 0.031167 | Time: 1757.69 ms [2021-07-17 01:36:57 main:581] : INFO : Epoch 1641 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1798.43 ms [2021-07-17 01:36:58 main:581] : INFO : Epoch 1642 | loss: 0.0311544 | val_loss: 0.031169 | Time: 1766.39 ms [2021-07-17 01:37:00 main:581] : INFO : Epoch 1643 | loss: 0.0311533 | val_loss: 0.0311674 | Time: 1562.6 ms [2021-07-17 01:37:01 main:581] : INFO : Epoch 1644 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 1579.66 ms [2021-07-17 01:37:04 main:581] : INFO : Epoch 1645 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 2071.03 ms [2021-07-17 01:37:05 main:581] : INFO : Epoch 1646 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1618.18 ms [2021-07-17 01:37:07 main:581] : INFO : Epoch 1647 | loss: 0.0311571 | val_loss: 0.0311658 | Time: 1591.31 ms [2021-07-17 01:37:08 main:581] : INFO : Epoch 1648 | loss: 0.0311558 | val_loss: 0.0311639 | Time: 1647.98 ms [2021-07-17 01:37:10 main:581] : INFO : Epoch 1649 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 1733.06 ms [2021-07-17 01:37:12 main:581] : INFO : Epoch 1650 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 1913.39 ms [2021-07-17 01:37:14 main:581] : INFO : Epoch 1651 | loss: 0.0311542 | val_loss: 0.0311667 | Time: 1823.25 ms [2021-07-17 01:37:16 main:581] : INFO : Epoch 1652 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 1695.29 ms [2021-07-17 01:37:17 main:581] : INFO : Epoch 1653 | loss: 0.0311583 | val_loss: 0.031174 | Time: 1846.31 ms [2021-07-17 01:37:19 main:581] : INFO : Epoch 1654 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1532.76 ms [2021-07-17 01:37:21 main:581] : INFO : Epoch 1655 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1765.29 ms [2021-07-17 01:37:23 main:581] : INFO : Epoch 1656 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 1968.92 ms [2021-07-17 01:37:24 main:581] : INFO : Epoch 1657 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 1807.35 ms [2021-07-17 01:37:26 main:581] : INFO : Epoch 1658 | loss: 0.031156 | val_loss: 0.0311662 | Time: 1713.33 ms [2021-07-17 01:37:28 main:581] : INFO : Epoch 1659 | loss: 0.0311554 | val_loss: 0.0311675 | Time: 1866.96 ms [2021-07-17 01:37:30 main:581] : INFO : Epoch 1660 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 1907.22 ms [2021-07-17 01:37:32 main:581] : INFO : Epoch 1661 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 1878.17 ms [2021-07-17 01:37:34 main:581] : INFO : Epoch 1662 | loss: 0.0311531 | val_loss: 0.031167 | Time: 1841.01 ms [2021-07-17 01:37:35 main:581] : INFO : Epoch 1663 | loss: 0.0311541 | val_loss: 0.0311656 | Time: 1729.55 ms [2021-07-17 01:37:37 main:581] : INFO : Epoch 1664 | loss: 0.0311525 | val_loss: 0.0311662 | Time: 1712.44 ms [2021-07-17 01:37:39 main:581] : INFO : Epoch 1665 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 1772.35 ms [2021-07-17 01:37:40 main:581] : INFO : Epoch 1666 | loss: 0.0311519 | val_loss: 0.0311664 | Time: 1546.5 ms [2021-07-17 01:37:42 main:581] : INFO : Epoch 1667 | loss: 0.0311516 | val_loss: 0.0311642 | Time: 1691.56 ms [2021-07-17 01:37:44 main:581] : INFO : Epoch 1668 | loss: 0.031152 | val_loss: 0.031164 | Time: 1832.9 ms [2021-07-17 01:37:46 main:581] : INFO : Epoch 1669 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 1830.41 ms [2021-07-17 01:37:48 main:581] : INFO : Epoch 1670 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 1950.37 ms [2021-07-17 01:37:49 main:581] : INFO : Epoch 1671 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 1707.52 ms [2021-07-17 01:37:51 main:581] : INFO : Epoch 1672 | loss: 0.0311529 | val_loss: 0.031166 | Time: 1703.28 ms [2021-07-17 01:37:53 main:581] : INFO : Epoch 1673 | loss: 0.031153 | val_loss: 0.0311664 | Time: 1700.53 ms [2021-07-17 01:37:54 main:581] : INFO : Epoch 1674 | loss: 0.031153 | val_loss: 0.0311648 | Time: 1610.21 ms [2021-07-17 01:37:56 main:581] : INFO : Epoch 1675 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 1657.06 ms [2021-07-17 01:37:58 main:581] : INFO : Epoch 1676 | loss: 0.0311525 | val_loss: 0.0311669 | Time: 1767.78 ms [2021-07-17 01:38:00 main:581] : INFO : Epoch 1677 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 1656.61 ms [2021-07-17 01:38:01 main:581] : INFO : Epoch 1678 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 1872.05 ms [2021-07-17 01:38:03 main:581] : INFO : Epoch 1679 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 1859.43 ms [2021-07-17 01:38:05 main:581] : INFO : Epoch 1680 | loss: 0.0311537 | val_loss: 0.0311664 | Time: 1788.57 ms [2021-07-17 01:38:07 main:581] : INFO : Epoch 1681 | loss: 0.0311549 | val_loss: 0.0311634 | Time: 1731.17 ms [2021-07-17 01:38:09 main:581] : INFO : Epoch 1682 | loss: 0.031152 | val_loss: 0.0311657 | Time: 1842.42 ms [2021-07-17 01:38:10 main:581] : INFO : Epoch 1683 | loss: 0.0311502 | val_loss: 0.0311639 | Time: 1643 ms [2021-07-17 01:38:12 main:581] : INFO : Epoch 1684 | loss: 0.0311515 | val_loss: 0.0311639 | Time: 1718.83 ms [2021-07-17 01:38:14 main:581] : INFO : Epoch 1685 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 1812.16 ms [2021-07-17 01:38:15 main:581] : INFO : Epoch 1686 | loss: 0.0311509 | val_loss: 0.031167 | Time: 1641.05 ms [2021-07-17 01:38:17 main:581] : INFO : Epoch 1687 | loss: 0.0311521 | val_loss: 0.0311721 | Time: 1836.36 ms [2021-07-17 01:38:19 main:581] : INFO : Epoch 1688 | loss: 0.0311529 | val_loss: 0.0311695 | Time: 1858.77 ms [2021-07-17 01:38:21 main:581] : INFO : Epoch 1689 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 1919.68 ms [2021-07-17 01:38:23 main:581] : INFO : Epoch 1690 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1886.8 ms [2021-07-17 01:38:25 main:581] : INFO : Epoch 1691 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 1657.9 ms [2021-07-17 01:38:26 main:581] : INFO : Epoch 1692 | loss: 0.0311486 | val_loss: 0.0311629 | Time: 1796.51 ms [2021-07-17 01:38:28 main:581] : INFO : Epoch 1693 | loss: 0.031149 | val_loss: 0.0311645 | Time: 1861.19 ms [2021-07-17 01:38:30 main:581] : INFO : Epoch 1694 | loss: 0.0311481 | val_loss: 0.0311658 | Time: 1631.24 ms [2021-07-17 01:38:32 main:581] : INFO : Epoch 1695 | loss: 0.0311475 | val_loss: 0.0311643 | Time: 1797.26 ms [2021-07-17 01:38:33 main:581] : INFO : Epoch 1696 | loss: 0.0311478 | val_loss: 0.0311666 | Time: 1711.27 ms [2021-07-17 01:38:35 main:581] : INFO : Epoch 1697 | loss: 0.0311474 | val_loss: 0.031163 | Time: 1771.53 ms [2021-07-17 01:38:37 main:581] : INFO : Epoch 1698 | loss: 0.0311471 | val_loss: 0.0311693 | Time: 1793.56 ms [2021-07-17 01:38:39 main:581] : INFO : Epoch 1699 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1937.82 ms [2021-07-17 01:38:41 main:581] : INFO : Epoch 1700 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 1741.2 ms [2021-07-17 01:38:42 main:581] : INFO : Epoch 1701 | loss: 0.0311511 | val_loss: 0.0311623 | Time: 1825.12 ms [2021-07-17 01:38:44 main:581] : INFO : Epoch 1702 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 1931.03 ms [2021-07-17 01:38:46 main:581] : INFO : Epoch 1703 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 1814.58 ms [2021-07-17 01:38:48 main:581] : INFO : Epoch 1704 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 1908.13 ms [2021-07-17 01:38:50 main:581] : INFO : Epoch 1705 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 1689.65 ms [2021-07-17 01:38:51 main:581] : INFO : Epoch 1706 | loss: 0.0311501 | val_loss: 0.031162 | Time: 1638.1 ms [2021-07-17 01:38:53 main:581] : INFO : Epoch 1707 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 1838.02 ms [2021-07-17 01:38:55 main:581] : INFO : Epoch 1708 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 1624.19 ms [2021-07-17 01:38:57 main:581] : INFO : Epoch 1709 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 1898.89 ms [2021-07-17 01:38:59 main:581] : INFO : Epoch 1710 | loss: 0.0311487 | val_loss: 0.031162 | Time: 1924.66 ms [2021-07-17 01:39:01 main:581] : INFO : Epoch 1711 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 1826.19 ms [2021-07-17 01:39:02 main:581] : INFO : Epoch 1712 | loss: 0.0311484 | val_loss: 0.031164 | Time: 1703.2 ms [2021-07-17 01:39:04 main:581] : INFO : Epoch 1713 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 1735.15 ms [2021-07-17 01:39:06 main:581] : INFO : Epoch 1714 | loss: 0.0311488 | val_loss: 0.0311623 | Time: 1996.22 ms [2021-07-17 01:39:08 main:581] : INFO : Epoch 1715 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 1655.41 ms [2021-07-17 01:39:09 main:581] : INFO : Epoch 1716 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1770.95 ms [2021-07-17 01:39:11 main:581] : INFO : Epoch 1717 | loss: 0.0311588 | val_loss: 0.031167 | Time: 1636.59 ms [2021-07-17 01:39:13 main:581] : INFO : Epoch 1718 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 1786.15 ms [2021-07-17 01:39:15 main:581] : INFO : Epoch 1719 | loss: 0.031156 | val_loss: 0.0311651 | Time: 1649.52 ms [2021-07-17 01:39:16 main:581] : INFO : Epoch 1720 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 1637.06 ms [2021-07-17 01:39:18 main:581] : INFO : Epoch 1721 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 1825.74 ms [2021-07-17 01:39:20 main:581] : INFO : Epoch 1722 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 1776.32 ms [2021-07-17 01:39:21 main:581] : INFO : Epoch 1723 | loss: 0.0311561 | val_loss: 0.031174 | Time: 1566.45 ms [2021-07-17 01:39:23 main:581] : INFO : Epoch 1724 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 1612.57 ms [2021-07-17 01:39:24 main:581] : INFO : Epoch 1725 | loss: 0.0311591 | val_loss: 0.0311753 | Time: 1486.99 ms [2021-07-17 01:39:26 main:581] : INFO : Epoch 1726 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1627.31 ms [2021-07-17 01:39:28 main:581] : INFO : Epoch 1727 | loss: 0.0311548 | val_loss: 0.031167 | Time: 1754.42 ms [2021-07-17 01:39:30 main:581] : INFO : Epoch 1728 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 1819.46 ms [2021-07-17 01:39:32 main:581] : INFO : Epoch 1729 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 1878.74 ms [2021-07-17 01:39:33 main:581] : INFO : Epoch 1730 | loss: 0.0311549 | val_loss: 0.0311623 | Time: 1866.6 ms [2021-07-17 01:39:35 main:581] : INFO : Epoch 1731 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 1835.24 ms [2021-07-17 01:39:37 main:581] : INFO : Epoch 1732 | loss: 0.0311535 | val_loss: 0.0311629 | Time: 1764.63 ms [2021-07-17 01:39:39 main:581] : INFO : Epoch 1733 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 1871.13 ms [2021-07-17 01:39:41 main:581] : INFO : Epoch 1734 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 1892.27 ms [2021-07-17 01:39:42 main:581] : INFO : Epoch 1735 | loss: 0.0311623 | val_loss: 0.0311627 | Time: 1715.23 ms [2021-07-17 01:39:44 main:581] : INFO : Epoch 1736 | loss: 0.0311623 | val_loss: 0.031167 | Time: 1701.58 ms [2021-07-17 01:39:46 main:581] : INFO : Epoch 1737 | loss: 0.031163 | val_loss: 0.0311667 | Time: 1838.46 ms [2021-07-17 01:39:48 main:581] : INFO : Epoch 1738 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 1745.59 ms [2021-07-17 01:39:50 main:581] : INFO : Epoch 1739 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 1801.25 ms [2021-07-17 01:39:51 main:581] : INFO : Epoch 1740 | loss: 0.0311846 | val_loss: 0.0312109 | Time: 1776.02 ms [2021-07-17 01:39:53 main:581] : INFO : Epoch 1741 | loss: 0.033828 | val_loss: 0.0348703 | Time: 1839.47 ms [2021-07-17 01:39:55 main:581] : INFO : Epoch 1742 | loss: 0.0330791 | val_loss: 0.0315963 | Time: 1905.98 ms [2021-07-17 01:39:57 main:581] : INFO : Epoch 1743 | loss: 0.0314434 | val_loss: 0.0312942 | Time: 1902.9 ms [2021-07-17 01:39:59 main:581] : INFO : Epoch 1744 | loss: 0.0312393 | val_loss: 0.0312128 | Time: 1614.98 ms [2021-07-17 01:40:00 main:581] : INFO : Epoch 1745 | loss: 0.0312037 | val_loss: 0.0311955 | Time: 1681.15 ms [2021-07-17 01:40:02 main:581] : INFO : Epoch 1746 | loss: 0.0311962 | val_loss: 0.0312076 | Time: 1588.48 ms [2021-07-17 01:40:03 main:581] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.0311897 | Time: 1627.43 ms [2021-07-17 01:40:05 main:581] : INFO : Epoch 1748 | loss: 0.0311921 | val_loss: 0.0311879 | Time: 1856.9 ms [2021-07-17 01:40:07 main:581] : INFO : Epoch 1749 | loss: 0.0311884 | val_loss: 0.0311869 | Time: 1799.1 ms [2021-07-17 01:40:09 main:581] : INFO : Epoch 1750 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 1864.48 ms [2021-07-17 01:40:11 main:581] : INFO : Epoch 1751 | loss: 0.031188 | val_loss: 0.0311856 | Time: 1906.72 ms [2021-07-17 01:40:13 main:581] : INFO : Epoch 1752 | loss: 0.0311861 | val_loss: 0.0311823 | Time: 1622.54 ms [2021-07-17 01:40:14 main:581] : INFO : Epoch 1753 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 1527.31 ms [2021-07-17 01:40:16 main:581] : INFO : Epoch 1754 | loss: 0.0311822 | val_loss: 0.0311816 | Time: 1784.92 ms [2021-07-17 01:40:18 main:581] : INFO : Epoch 1755 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 1807.31 ms [2021-07-17 01:40:19 main:581] : INFO : Epoch 1756 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 1768.61 ms [2021-07-17 01:40:21 main:581] : INFO : Epoch 1757 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1774.17 ms [2021-07-17 01:40:23 main:581] : INFO : Epoch 1758 | loss: 0.03118 | val_loss: 0.0311815 | Time: 1854.04 ms [2021-07-17 01:40:25 main:581] : INFO : Epoch 1759 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 1813.26 ms [2021-07-17 01:40:27 main:581] : INFO : Epoch 1760 | loss: 0.0311814 | val_loss: 0.0311807 | Time: 1836.16 ms [2021-07-17 01:40:29 main:581] : INFO : Epoch 1761 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 1820.58 ms [2021-07-17 01:40:30 main:581] : INFO : Epoch 1762 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 1928 ms [2021-07-17 01:40:33 main:581] : INFO : Epoch 1763 | loss: 0.0311845 | val_loss: 0.0311806 | Time: 2298.65 ms [2021-07-17 01:40:35 main:581] : INFO : Epoch 1764 | loss: 0.031181 | val_loss: 0.0311828 | Time: 1953.4 ms [2021-07-17 01:40:37 main:581] : INFO : Epoch 1765 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 1925.92 ms [2021-07-17 01:40:39 main:581] : INFO : Epoch 1766 | loss: 0.031182 | val_loss: 0.0311823 | Time: 2012.23 ms [2021-07-17 01:40:40 main:581] : INFO : Epoch 1767 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 1843.71 ms [2021-07-17 01:40:42 main:581] : INFO : Epoch 1768 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 1966.09 ms [2021-07-17 01:40:44 main:581] : INFO : Epoch 1769 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 2032.11 ms [2021-07-17 01:40:47 main:581] : INFO : Epoch 1770 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 2629.43 ms [2021-07-17 01:40:49 main:581] : INFO : Epoch 1771 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 2154.34 ms [2021-07-17 01:40:51 main:581] : INFO : Epoch 1772 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1981.54 ms [2021-07-17 01:40:53 main:581] : INFO : Epoch 1773 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1898.71 ms [2021-07-17 01:40:55 main:581] : INFO : Epoch 1774 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1956.48 ms [2021-07-17 01:40:57 main:581] : INFO : Epoch 1775 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1984.47 ms [2021-07-17 01:40:59 main:581] : INFO : Epoch 1776 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 1871.47 ms [2021-07-17 01:41:01 main:581] : INFO : Epoch 1777 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 2302.23 ms [2021-07-17 01:41:03 main:581] : INFO : Epoch 1778 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 1880.65 ms [2021-07-17 01:41:05 main:581] : INFO : Epoch 1779 | loss: 0.0311763 | val_loss: 0.031178 | Time: 1803.04 ms [2021-07-17 01:41:07 main:581] : INFO : Epoch 1780 | loss: 0.0311766 | val_loss: 0.031178 | Time: 1941.9 ms [2021-07-17 01:41:09 main:581] : INFO : Epoch 1781 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 1948.8 ms [2021-07-17 01:41:11 main:581] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 1951.85 ms [2021-07-17 01:41:13 main:581] : INFO : Epoch 1783 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 1899.06 ms [2021-07-17 01:41:15 main:581] : INFO : Epoch 1784 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 1873.27 ms [2021-07-17 01:41:16 main:581] : INFO : Epoch 1785 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1851.47 ms [2021-07-17 01:41:18 main:581] : INFO : Epoch 1786 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1885.87 ms [2021-07-17 01:41:20 main:581] : INFO : Epoch 1787 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 1891.23 ms [2021-07-17 01:41:22 main:581] : INFO : Epoch 1788 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 1889.36 ms [2021-07-17 01:41:24 main:581] : INFO : Epoch 1789 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 1939.28 ms [2021-07-17 01:41:26 main:581] : INFO : Epoch 1790 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 1937.84 ms [2021-07-17 01:41:28 main:581] : INFO : Epoch 1791 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 1918.88 ms [2021-07-17 01:41:30 main:581] : INFO : Epoch 1792 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 1912.04 ms [2021-07-17 01:41:32 main:581] : INFO : Epoch 1793 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1876.51 ms [2021-07-17 01:41:33 main:581] : INFO : Epoch 1794 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1774.17 ms [2021-07-17 01:41:35 main:581] : INFO : Epoch 1795 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 1593.4 ms [2021-07-17 01:41:37 main:581] : INFO : Epoch 1796 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 1651.15 ms [2021-07-17 01:41:38 main:581] : INFO : Epoch 1797 | loss: 0.031178 | val_loss: 0.0311779 | Time: 1727.16 ms [2021-07-17 01:41:40 main:581] : INFO : Epoch 1798 | loss: 0.0311761 | val_loss: 0.031177 | Time: 1695.79 ms [2021-07-17 01:41:42 main:581] : INFO : Epoch 1799 | loss: 0.031175 | val_loss: 0.0311772 | Time: 1961.95 ms [2021-07-17 01:41:45 main:581] : INFO : Epoch 1800 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 3319.32 ms [2021-07-17 01:41:48 main:581] : INFO : Epoch 1801 | loss: 0.0311789 | val_loss: 0.0311944 | Time: 2407.5 ms [2021-07-17 01:41:50 main:581] : INFO : Epoch 1802 | loss: 0.0311776 | val_loss: 0.031178 | Time: 2376.28 ms [2021-07-17 01:41:52 main:581] : INFO : Epoch 1803 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 2272.41 ms [2021-07-17 01:41:55 main:581] : INFO : Epoch 1804 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 2447.79 ms [2021-07-17 01:41:57 main:581] : INFO : Epoch 1805 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 2571.23 ms [2021-07-17 01:42:00 main:581] : INFO : Epoch 1806 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 2930 ms [2021-07-17 01:42:04 main:581] : INFO : Epoch 1807 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 3243.1 ms [2021-07-17 01:42:06 main:581] : INFO : Epoch 1808 | loss: 0.0311746 | val_loss: 0.031176 | Time: 1928.79 ms [2021-07-17 01:42:08 main:581] : INFO : Epoch 1809 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 2305.67 ms [2021-07-17 01:42:10 main:581] : INFO : Epoch 1810 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 2430.98 ms [2021-07-17 01:42:14 main:581] : INFO : Epoch 1811 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 3959.7 ms [2021-07-17 01:42:18 main:581] : INFO : Epoch 1812 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 3895.65 ms [2021-07-17 01:42:23 main:581] : INFO : Epoch 1813 | loss: 0.0311767 | val_loss: 0.0311761 | Time: 4975.79 ms [2021-07-17 01:42:26 main:581] : INFO : Epoch 1814 | loss: 0.031175 | val_loss: 0.0311776 | Time: 2574.81 ms [2021-07-17 01:42:28 main:581] : INFO : Epoch 1815 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 2596.77 ms [2021-07-17 01:42:31 main:581] : INFO : Epoch 1816 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 2421.99 ms [2021-07-17 01:42:34 main:581] : INFO : Epoch 1817 | loss: 0.031173 | val_loss: 0.0311756 | Time: 3649.68 ms [2021-07-17 01:42:36 main:581] : INFO : Epoch 1818 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 2034.47 ms [2021-07-17 01:42:38 main:581] : INFO : Epoch 1819 | loss: 0.0311737 | val_loss: 0.0311766 | Time: 2037.87 ms [2021-07-17 01:42:41 main:581] : INFO : Epoch 1820 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2041.71 ms [2021-07-17 01:42:43 main:581] : INFO : Epoch 1821 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 2023.4 ms [2021-07-17 01:42:45 main:581] : INFO : Epoch 1822 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 2023.59 ms [2021-07-17 01:42:47 main:581] : INFO : Epoch 1823 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 2016.53 ms [2021-07-17 01:42:49 main:581] : INFO : Epoch 1824 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 1990.11 ms [2021-07-17 01:42:51 main:581] : INFO : Epoch 1825 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 2020.25 ms [2021-07-17 01:42:53 main:581] : INFO : Epoch 1826 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 2026.22 ms [2021-07-17 01:42:55 main:581] : INFO : Epoch 1827 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 2092.72 ms [2021-07-17 01:42:57 main:581] : INFO : Epoch 1828 | loss: 0.0311739 | val_loss: 0.031177 | Time: 2466.96 ms [2021-07-17 01:43:00 main:581] : INFO : Epoch 1829 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2366.76 ms [2021-07-17 01:43:02 main:581] : INFO : Epoch 1830 | loss: 0.031175 | val_loss: 0.0311759 | Time: 2039.49 ms [2021-07-17 01:43:04 main:581] : INFO : Epoch 1831 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2240.47 ms [2021-07-17 01:43:06 main:581] : INFO : Epoch 1832 | loss: 0.0311767 | val_loss: 0.0311754 | Time: 2018.38 ms [2021-07-17 01:43:08 main:581] : INFO : Epoch 1833 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 2076.56 ms [2021-07-17 01:43:10 main:581] : INFO : Epoch 1834 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 2001.52 ms [2021-07-17 01:43:12 main:581] : INFO : Epoch 1835 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 2007.23 ms [2021-07-17 01:43:14 main:581] : INFO : Epoch 1836 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 2325.74 ms [2021-07-17 01:43:16 main:581] : INFO : Epoch 1837 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 2019.39 ms [2021-07-17 01:43:18 main:581] : INFO : Epoch 1838 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 1897.54 ms [2021-07-17 01:43:20 main:581] : INFO : Epoch 1839 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 2009.97 ms [2021-07-17 01:43:22 main:581] : INFO : Epoch 1840 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 2019.97 ms [2021-07-17 01:43:24 main:581] : INFO : Epoch 1841 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1974.25 ms [2021-07-17 01:43:26 main:581] : INFO : Epoch 1842 | loss: 0.0311731 | val_loss: 0.031175 | Time: 2042.56 ms [2021-07-17 01:43:28 main:581] : INFO : Epoch 1843 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 1981.29 ms [2021-07-17 01:43:30 main:581] : INFO : Epoch 1844 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 1975.5 ms [2021-07-17 01:43:32 main:581] : INFO : Epoch 1845 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 2287.37 ms [2021-07-17 01:43:35 main:581] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 2339.28 ms [2021-07-17 01:43:37 main:581] : INFO : Epoch 1847 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 2231.3 ms [2021-07-17 01:43:40 main:581] : INFO : Epoch 1848 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 2536.51 ms [2021-07-17 01:43:43 main:581] : INFO : Epoch 1849 | loss: 0.0311724 | val_loss: 0.031175 | Time: 3506.83 ms [2021-07-17 01:43:47 main:581] : INFO : Epoch 1850 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 3724.52 ms [2021-07-17 01:43:49 main:581] : INFO : Epoch 1851 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 2529.34 ms [2021-07-17 01:43:52 main:581] : INFO : Epoch 1852 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 2725.71 ms [2021-07-17 01:43:55 main:581] : INFO : Epoch 1853 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 2514.86 ms [2021-07-17 01:43:57 main:581] : INFO : Epoch 1854 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 2329.49 ms [2021-07-17 01:43:59 main:581] : INFO : Epoch 1855 | loss: 0.031171 | val_loss: 0.0311744 | Time: 2033.42 ms [2021-07-17 01:44:01 main:581] : INFO : Epoch 1856 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 2072.27 ms [2021-07-17 01:44:03 main:581] : INFO : Epoch 1857 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 2004.01 ms [2021-07-17 01:44:05 main:581] : INFO : Epoch 1858 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 2354.59 ms [2021-07-17 01:44:08 main:581] : INFO : Epoch 1859 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 2460.4 ms [2021-07-17 01:44:10 main:581] : INFO : Epoch 1860 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 2179.94 ms [2021-07-17 01:44:14 main:581] : INFO : Epoch 1861 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 3834.69 ms [2021-07-17 01:44:18 main:581] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 4166.2 ms [2021-07-17 01:44:20 main:581] : INFO : Epoch 1863 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 2037.91 ms [2021-07-17 01:44:22 main:581] : INFO : Epoch 1864 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 2305.59 ms [2021-07-17 01:44:26 main:581] : INFO : Epoch 1865 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 3606.67 ms [2021-07-17 01:44:28 main:581] : INFO : Epoch 1866 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 2409.77 ms [2021-07-17 01:44:30 main:581] : INFO : Epoch 1867 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1845.85 ms [2021-07-17 01:44:32 main:581] : INFO : Epoch 1868 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1835.89 ms [2021-07-17 01:44:34 main:581] : INFO : Epoch 1869 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 1937.31 ms [2021-07-17 01:44:36 main:581] : INFO : Epoch 1870 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 2000.38 ms [2021-07-17 01:44:38 main:581] : INFO : Epoch 1871 | loss: 0.0311711 | val_loss: 0.031176 | Time: 2049.01 ms [2021-07-17 01:44:40 main:581] : INFO : Epoch 1872 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 2025.22 ms [2021-07-17 01:44:42 main:581] : INFO : Epoch 1873 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 2046.97 ms [2021-07-17 01:44:44 main:581] : INFO : Epoch 1874 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 2005.03 ms [2021-07-17 01:44:46 main:581] : INFO : Epoch 1875 | loss: 0.031171 | val_loss: 0.0311752 | Time: 2049.81 ms [2021-07-17 01:44:49 main:581] : INFO : Epoch 1876 | loss: 0.0311707 | val_loss: 0.031174 | Time: 2416.44 ms [2021-07-17 01:44:52 main:581] : INFO : Epoch 1877 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 3315.35 ms [2021-07-17 01:44:55 main:581] : INFO : Epoch 1878 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 2677.51 ms [2021-07-17 01:44:57 main:581] : INFO : Epoch 1879 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 2364.44 ms [2021-07-17 01:44:59 main:581] : INFO : Epoch 1880 | loss: 0.0311725 | val_loss: 0.031175 | Time: 2110.36 ms [2021-07-17 01:45:02 main:581] : INFO : Epoch 1881 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 2504.76 ms [2021-07-17 01:45:04 main:581] : INFO : Epoch 1882 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 2494.61 ms [2021-07-17 01:45:07 main:581] : INFO : Epoch 1883 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2411.75 ms [2021-07-17 01:45:09 main:581] : INFO : Epoch 1884 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 2385.85 ms [2021-07-17 01:45:11 main:581] : INFO : Epoch 1885 | loss: 0.0311729 | val_loss: 0.031174 | Time: 2320.13 ms [2021-07-17 01:45:14 main:581] : INFO : Epoch 1886 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 2312.04 ms [2021-07-17 01:45:16 main:581] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2363.96 ms [2021-07-17 01:45:18 main:581] : INFO : Epoch 1888 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 2326.01 ms [2021-07-17 01:45:21 main:581] : INFO : Epoch 1889 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 2320.51 ms [2021-07-17 01:45:23 main:581] : INFO : Epoch 1890 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 2359.25 ms [2021-07-17 01:45:25 main:581] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 2378.34 ms [2021-07-17 01:45:28 main:581] : INFO : Epoch 1892 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2281.9 ms [2021-07-17 01:45:30 main:581] : INFO : Epoch 1893 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 2319.3 ms [2021-07-17 01:45:32 main:581] : INFO : Epoch 1894 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 2369.56 ms [2021-07-17 01:45:35 main:581] : INFO : Epoch 1895 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 2305.4 ms [2021-07-17 01:45:37 main:581] : INFO : Epoch 1896 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 2288.64 ms [2021-07-17 01:45:39 main:581] : INFO : Epoch 1897 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 2345.35 ms [2021-07-17 01:45:41 main:581] : INFO : Epoch 1898 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 2285.81 ms [2021-07-17 01:45:44 main:581] : INFO : Epoch 1899 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 2295.73 ms [2021-07-17 01:45:46 main:581] : INFO : Epoch 1900 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 2383.46 ms [2021-07-17 01:45:49 main:581] : INFO : Epoch 1901 | loss: 0.0311696 | val_loss: 0.031174 | Time: 2364.56 ms [2021-07-17 01:45:51 main:581] : INFO : Epoch 1902 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 2362.79 ms [2021-07-17 01:45:53 main:581] : INFO : Epoch 1903 | loss: 0.031169 | val_loss: 0.0311743 | Time: 2333.21 ms [2021-07-17 01:45:56 main:581] : INFO : Epoch 1904 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2399.86 ms [2021-07-17 01:45:58 main:581] : INFO : Epoch 1905 | loss: 0.0311716 | val_loss: 0.031176 | Time: 2354.42 ms [2021-07-17 01:46:00 main:581] : INFO : Epoch 1906 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 2315.41 ms [2021-07-17 01:46:03 main:581] : INFO : Epoch 1907 | loss: 0.0311691 | val_loss: 0.031174 | Time: 2441.6 ms [2021-07-17 01:46:05 main:581] : INFO : Epoch 1908 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2386.07 ms [2021-07-17 01:46:07 main:581] : INFO : Epoch 1909 | loss: 0.0311685 | val_loss: 0.0311752 | Time: 2341.76 ms [2021-07-17 01:46:10 main:581] : INFO : Epoch 1910 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 2348.59 ms [2021-07-17 01:46:12 main:581] : INFO : Epoch 1911 | loss: 0.031172 | val_loss: 0.0311755 | Time: 2350.92 ms [2021-07-17 01:46:15 main:581] : INFO : Epoch 1912 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 2371.45 ms [2021-07-17 01:46:17 main:581] : INFO : Epoch 1913 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2434.98 ms [2021-07-17 01:46:19 main:581] : INFO : Epoch 1914 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 2262.62 ms [2021-07-17 01:46:21 main:581] : INFO : Epoch 1915 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 1977.13 ms [2021-07-17 01:46:23 main:581] : INFO : Epoch 1916 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 2286.39 ms [2021-07-17 01:46:26 main:581] : INFO : Epoch 1917 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2217.15 ms [2021-07-17 01:46:28 main:581] : INFO : Epoch 1918 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 2207.67 ms [2021-07-17 01:46:30 main:581] : INFO : Epoch 1919 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 2178.18 ms [2021-07-17 01:46:32 main:581] : INFO : Epoch 1920 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 2266.71 ms [2021-07-17 01:46:35 main:581] : INFO : Epoch 1921 | loss: 0.031173 | val_loss: 0.0311796 | Time: 2297.91 ms [2021-07-17 01:46:37 main:581] : INFO : Epoch 1922 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 2288.22 ms [2021-07-17 01:46:39 main:581] : INFO : Epoch 1923 | loss: 0.031174 | val_loss: 0.0311837 | Time: 2202.07 ms [2021-07-17 01:46:41 main:581] : INFO : Epoch 1924 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 2186.27 ms [2021-07-17 01:46:44 main:581] : INFO : Epoch 1925 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 2299.13 ms [2021-07-17 01:46:46 main:581] : INFO : Epoch 1926 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 2199.55 ms [2021-07-17 01:46:48 main:581] : INFO : Epoch 1927 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 2238.75 ms [2021-07-17 01:46:50 main:581] : INFO : Epoch 1928 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 2297.84 ms [2021-07-17 01:46:53 main:581] : INFO : Epoch 1929 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 2223.28 ms [2021-07-17 01:46:55 main:581] : INFO : Epoch 1930 | loss: 0.031169 | val_loss: 0.0311763 | Time: 2207.56 ms [2021-07-17 01:46:57 main:581] : INFO : Epoch 1931 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 2325.9 ms [2021-07-17 01:46:59 main:581] : INFO : Epoch 1932 | loss: 0.0311712 | val_loss: 0.0311747 | Time: 2308.41 ms [2021-07-17 01:47:02 main:581] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 2259.98 ms [2021-07-17 01:47:04 main:581] : INFO : Epoch 1934 | loss: 0.0311681 | val_loss: 0.0311771 | Time: 2333.83 ms [2021-07-17 01:47:06 main:581] : INFO : Epoch 1935 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 2347.04 ms [2021-07-17 01:47:09 main:581] : INFO : Epoch 1936 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 2210.62 ms [2021-07-17 01:47:11 main:581] : INFO : Epoch 1937 | loss: 0.0311693 | val_loss: 0.031175 | Time: 2252.18 ms [2021-07-17 01:47:13 main:581] : INFO : Epoch 1938 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 2304.49 ms [2021-07-17 01:47:15 main:581] : INFO : Epoch 1939 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 2316.07 ms [2021-07-17 01:47:18 main:581] : INFO : Epoch 1940 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 2280.49 ms [2021-07-17 01:47:20 main:581] : INFO : Epoch 1941 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 2234.91 ms [2021-07-17 01:47:22 main:581] : INFO : Epoch 1942 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 2177.83 ms [2021-07-17 01:47:24 main:581] : INFO : Epoch 1943 | loss: 0.0311694 | val_loss: 0.0311746 | Time: 2229.86 ms [2021-07-17 01:47:27 main:581] : INFO : Epoch 1944 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 2349.13 ms [2021-07-17 01:47:29 main:581] : INFO : Epoch 1945 | loss: 0.0311673 | val_loss: 0.031174 | Time: 2313.15 ms [2021-07-17 01:47:31 main:581] : INFO : Epoch 1946 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 2314.86 ms [2021-07-17 01:47:34 main:581] : INFO : Epoch 1947 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2254.66 ms [2021-07-17 01:47:36 main:581] : INFO : Epoch 1948 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 2190.85 ms [2021-07-17 01:47:38 main:581] : INFO : Epoch 1949 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 2223.92 ms [2021-07-17 01:47:40 main:581] : INFO : Epoch 1950 | loss: 0.0311682 | val_loss: 0.0311757 | Time: 2335.23 ms [2021-07-17 01:47:43 main:581] : INFO : Epoch 1951 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 2307.51 ms [2021-07-17 01:47:45 main:581] : INFO : Epoch 1952 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 2299.55 ms [2021-07-17 01:47:47 main:581] : INFO : Epoch 1953 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 2277.77 ms [2021-07-17 01:47:49 main:581] : INFO : Epoch 1954 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 2165.41 ms [2021-07-17 01:47:52 main:581] : INFO : Epoch 1955 | loss: 0.031168 | val_loss: 0.031174 | Time: 2206.49 ms [2021-07-17 01:47:54 main:581] : INFO : Epoch 1956 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 2312.48 ms [2021-07-17 01:47:56 main:581] : INFO : Epoch 1957 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 2310.09 ms [2021-07-17 01:47:59 main:581] : INFO : Epoch 1958 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2227.23 ms [2021-07-17 01:48:01 main:581] : INFO : Epoch 1959 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 2231.27 ms [2021-07-17 01:48:03 main:581] : INFO : Epoch 1960 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 2192.1 ms [2021-07-17 01:48:05 main:581] : INFO : Epoch 1961 | loss: 0.0311729 | val_loss: 0.0311852 | Time: 2313.47 ms [2021-07-17 01:48:08 main:581] : INFO : Epoch 1962 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2289.21 ms [2021-07-17 01:48:10 main:581] : INFO : Epoch 1963 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 2327.4 ms [2021-07-17 01:48:12 main:581] : INFO : Epoch 1964 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 2307.66 ms [2021-07-17 01:48:14 main:581] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 2250.98 ms [2021-07-17 01:48:17 main:581] : INFO : Epoch 1966 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 2177.54 ms [2021-07-17 01:48:19 main:581] : INFO : Epoch 1967 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 2309.63 ms [2021-07-17 01:48:21 main:581] : INFO : Epoch 1968 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 2313.39 ms [2021-07-17 01:48:23 main:581] : INFO : Epoch 1969 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 2212.5 ms [2021-07-17 01:48:26 main:581] : INFO : Epoch 1970 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 2311.73 ms [2021-07-17 01:48:28 main:581] : INFO : Epoch 1971 | loss: 0.0311698 | val_loss: 0.0311818 | Time: 2276.23 ms [2021-07-17 01:48:30 main:581] : INFO : Epoch 1972 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 2192.98 ms [2021-07-17 01:48:32 main:581] : INFO : Epoch 1973 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2258.08 ms [2021-07-17 01:48:35 main:581] : INFO : Epoch 1974 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 2298.84 ms [2021-07-17 01:48:37 main:581] : INFO : Epoch 1975 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 2293.74 ms [2021-07-17 01:48:39 main:581] : INFO : Epoch 1976 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 2269.83 ms [2021-07-17 01:48:42 main:581] : INFO : Epoch 1977 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 2249.88 ms [2021-07-17 01:48:44 main:581] : INFO : Epoch 1978 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 2237.94 ms [2021-07-17 01:48:46 main:581] : INFO : Epoch 1979 | loss: 0.0311676 | val_loss: 0.031175 | Time: 2323.56 ms [2021-07-17 01:48:48 main:581] : INFO : Epoch 1980 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 2298.02 ms [2021-07-17 01:48:51 main:581] : INFO : Epoch 1981 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 2329.14 ms [2021-07-17 01:48:53 main:581] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 2317.07 ms [2021-07-17 01:48:55 main:581] : INFO : Epoch 1983 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 2197.02 ms [2021-07-17 01:48:57 main:581] : INFO : Epoch 1984 | loss: 0.0311675 | val_loss: 0.0311742 | Time: 2187.93 ms [2021-07-17 01:49:00 main:581] : INFO : Epoch 1985 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 2190.4 ms [2021-07-17 01:49:02 main:581] : INFO : Epoch 1986 | loss: 0.0311865 | val_loss: 0.0312121 | Time: 2224.58 ms [2021-07-17 01:49:04 main:581] : INFO : Epoch 1987 | loss: 0.0312185 | val_loss: 0.0312688 | Time: 2263.89 ms [2021-07-17 01:49:06 main:581] : INFO : Epoch 1988 | loss: 0.0312024 | val_loss: 0.0311772 | Time: 2333.11 ms [2021-07-17 01:49:09 main:581] : INFO : Epoch 1989 | loss: 0.0311769 | val_loss: 0.0311762 | Time: 2280.7 ms [2021-07-17 01:49:11 main:581] : INFO : Epoch 1990 | loss: 0.0311714 | val_loss: 0.031174 | Time: 2272.9 ms [2021-07-17 01:49:13 main:581] : INFO : Epoch 1991 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2240.85 ms [2021-07-17 01:49:16 main:581] : INFO : Epoch 1992 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 2331.77 ms [2021-07-17 01:49:18 main:581] : INFO : Epoch 1993 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 2231.17 ms [2021-07-17 01:49:20 main:581] : INFO : Epoch 1994 | loss: 0.0311735 | val_loss: 0.031176 | Time: 1827.44 ms [2021-07-17 01:49:23 main:581] : INFO : Epoch 1995 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2877.12 ms [2021-07-17 01:49:25 main:581] : INFO : Epoch 1996 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 2251.06 ms [2021-07-17 01:49:27 main:581] : INFO : Epoch 1997 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 2316.31 ms [2021-07-17 01:49:30 main:581] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 2441.04 ms [2021-07-17 01:49:32 main:581] : INFO : Epoch 1999 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 2313.04 ms [2021-07-17 01:49:34 main:581] : INFO : Epoch 2000 | loss: 0.03117 | val_loss: 0.0311745 | Time: 2233.4 ms [2021-07-17 01:49:37 main:581] : INFO : Epoch 2001 | loss: 0.0311698 | val_loss: 0.0311797 | Time: 2617.87 ms [2021-07-17 01:49:39 main:581] : INFO : Epoch 2002 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 2648.24 ms [2021-07-17 01:49:42 main:581] : INFO : Epoch 2003 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 2861.26 ms [2021-07-17 01:49:45 main:581] : INFO : Epoch 2004 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 2739.13 ms [2021-07-17 01:49:47 main:581] : INFO : Epoch 2005 | loss: 0.0311708 | val_loss: 0.0311867 | Time: 2225.51 ms [2021-07-17 01:49:50 main:581] : INFO : Epoch 2006 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 2376.7 ms [2021-07-17 01:49:52 main:581] : INFO : Epoch 2007 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 2305.95 ms [2021-07-17 01:49:54 main:581] : INFO : Epoch 2008 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2280.95 ms [2021-07-17 01:49:57 main:581] : INFO : Epoch 2009 | loss: 0.031168 | val_loss: 0.0311748 | Time: 2496.36 ms [2021-07-17 01:49:59 main:581] : INFO : Epoch 2010 | loss: 0.031168 | val_loss: 0.0311748 | Time: 2737.99 ms [2021-07-17 01:50:02 main:581] : INFO : Epoch 2011 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 2491.48 ms [2021-07-17 01:50:04 main:581] : INFO : Epoch 2012 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 2453.33 ms [2021-07-17 01:50:07 main:581] : INFO : Epoch 2013 | loss: 0.031168 | val_loss: 0.0311765 | Time: 2255.46 ms [2021-07-17 01:50:09 main:581] : INFO : Epoch 2014 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 2279.87 ms [2021-07-17 01:50:11 main:581] : INFO : Epoch 2015 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2273.03 ms [2021-07-17 01:50:14 main:581] : INFO : Epoch 2016 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 2355.35 ms [2021-07-17 01:50:16 main:581] : INFO : Epoch 2017 | loss: 0.0311672 | val_loss: 0.0311762 | Time: 2195.41 ms [2021-07-17 01:50:18 main:581] : INFO : Epoch 2018 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 2353.25 ms [2021-07-17 01:50:20 main:581] : INFO : Epoch 2019 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 2400.71 ms [2021-07-17 01:50:23 main:581] : INFO : Epoch 2020 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 2323.62 ms [2021-07-17 01:50:25 main:581] : INFO : Epoch 2021 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 2362.78 ms [2021-07-17 01:50:27 main:581] : INFO : Epoch 2022 | loss: 0.031168 | val_loss: 0.0311765 | Time: 2250.33 ms [2021-07-17 01:50:30 main:581] : INFO : Epoch 2023 | loss: 0.0311679 | val_loss: 0.0311809 | Time: 2310.87 ms [2021-07-17 01:50:32 main:581] : INFO : Epoch 2024 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 2229.99 ms [2021-07-17 01:50:34 main:581] : INFO : Epoch 2025 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 2336.61 ms [2021-07-17 01:50:37 main:581] : INFO : Epoch 2026 | loss: 0.0311671 | val_loss: 0.0311752 | Time: 2339.45 ms [2021-07-17 01:50:39 main:581] : INFO : Epoch 2027 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 2330.58 ms [2021-07-17 01:50:41 main:581] : INFO : Epoch 2028 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 2404.39 ms [2021-07-17 01:50:44 main:581] : INFO : Epoch 2029 | loss: 0.0311682 | val_loss: 0.031179 | Time: 2399.96 ms [2021-07-17 01:50:46 main:581] : INFO : Epoch 2030 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 2279.72 ms [2021-07-17 01:50:48 main:581] : INFO : Epoch 2031 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 2142.43 ms [2021-07-17 01:50:50 main:581] : INFO : Epoch 2032 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 2199.06 ms [2021-07-17 01:50:53 main:581] : INFO : Epoch 2033 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2224.52 ms [2021-07-17 01:50:55 main:581] : INFO : Epoch 2034 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 2316.77 ms [2021-07-17 01:50:57 main:581] : INFO : Epoch 2035 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 2332.95 ms [2021-07-17 01:51:00 main:581] : INFO : Epoch 2036 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 2266.9 ms [2021-07-17 01:51:02 main:581] : INFO : Epoch 2037 | loss: 0.031167 | val_loss: 0.0311738 | Time: 2194.81 ms [2021-07-17 01:51:04 main:581] : INFO : Epoch 2038 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 2120.32 ms [2021-07-17 01:51:06 main:581] : INFO : Epoch 2039 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1924.71 ms [2021-07-17 01:51:08 main:581] : INFO : Epoch 2040 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 2193.38 ms [2021-07-17 01:51:10 main:581] : INFO : Epoch 2041 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2293.05 ms [2021-07-17 01:51:12 main:581] : INFO : Epoch 2042 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 2226.89 ms [2021-07-17 01:51:15 main:581] : INFO : Epoch 2043 | loss: 0.031166 | val_loss: 0.0311752 | Time: 2317.04 ms [2021-07-17 01:51:17 main:581] : INFO : Epoch 2044 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 2390.11 ms [2021-07-17 01:51:20 main:581] : INFO : Epoch 2045 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2412.04 ms [2021-07-17 01:51:22 main:581] : INFO : Epoch 2046 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 2371.51 ms [2021-07-17 01:51:24 main:581] : INFO : Epoch 2047 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 2267.84 ms [2021-07-17 01:51:27 main:581] : INFO : Epoch 2048 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 2392.88 ms [2021-07-17 01:51:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311744 [2021-07-17 01:51:27 main:610] : INFO : Saving end state to config to file [2021-07-17 01:51:27 main:615] : INFO : Success, exiting.. 01:51:27 (16923): 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)