Task 9766474
| Name | ParityModified-1638639081-25831-1-0_0 |
| Workunit | 7158090 |
| Created | 14 Dec 2021, 10:13:16 UTC |
| Sent | 21 Dec 2021, 11:13:24 UTC |
| Report deadline | 29 Dec 2021, 11:13:24 UTC |
| Received | 29 Dec 2021, 13:42:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 453 |
| Run time | 3 hours 48 min 43 sec |
| CPU time | 3 hours 48 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,487.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1] : INFO : Epoch 1538 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 6657.04 ms [2021-12-29 13:45:52 main:581] : INFO : Epoch 1539 | loss: 0.0311703 | val_loss: 0.0311825 | Time: 6467.14 ms [2021-12-29 13:45:59 main:581] : INFO : Epoch 1540 | loss: 0.0311702 | val_loss: 0.0311823 | Time: 6493.05 ms [2021-12-29 13:46:05 main:581] : INFO : Epoch 1541 | loss: 0.031169 | val_loss: 0.0311832 | Time: 6565.24 ms [2021-12-29 13:46:12 main:581] : INFO : Epoch 1542 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 6703.17 ms [2021-12-29 13:46:19 main:581] : INFO : Epoch 1543 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 6708.57 ms [2021-12-29 13:46:25 main:581] : INFO : Epoch 1544 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 6715.34 ms [2021-12-29 13:46:32 main:581] : INFO : Epoch 1545 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 6699.09 ms [2021-12-29 13:46:39 main:581] : INFO : Epoch 1546 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 6670.74 ms [2021-12-29 13:46:45 main:581] : INFO : Epoch 1547 | loss: 0.0311683 | val_loss: 0.0311815 | Time: 6713.48 ms [2021-12-29 13:46:52 main:581] : INFO : Epoch 1548 | loss: 0.0311694 | val_loss: 0.031183 | Time: 6736.86 ms [2021-12-29 13:46:59 main:581] : INFO : Epoch 1549 | loss: 0.0311699 | val_loss: 0.0311866 | Time: 6697.11 ms [2021-12-29 13:47:05 main:581] : INFO : Epoch 1550 | loss: 0.0311715 | val_loss: 0.0311866 | Time: 6673.94 ms [2021-12-29 13:47:12 main:581] : INFO : Epoch 1551 | loss: 0.0311699 | val_loss: 0.0311827 | Time: 6691.78 ms [2021-12-29 13:47:19 main:581] : INFO : Epoch 1552 | loss: 0.0311699 | val_loss: 0.0311866 | Time: 6744.36 ms [2021-12-29 13:47:26 main:581] : INFO : Epoch 1553 | loss: 0.0311699 | val_loss: 0.0311832 | Time: 6698.6 ms [2021-12-29 13:47:32 main:581] : INFO : Epoch 1554 | loss: 0.0311686 | val_loss: 0.0311818 | Time: 6715.88 ms [2021-12-29 13:47:39 main:581] : INFO : Epoch 1555 | loss: 0.0311673 | val_loss: 0.0311811 | Time: 6696.87 ms [2021-12-29 13:47:46 main:581] : INFO : Epoch 1556 | loss: 0.0311677 | val_loss: 0.0311819 | Time: 6678.63 ms [2021-12-29 13:47:52 main:581] : INFO : Epoch 1557 | loss: 0.0311698 | val_loss: 0.0311865 | Time: 6708.9 ms [2021-12-29 13:47:59 main:581] : INFO : Epoch 1558 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 6697.65 ms [2021-12-29 13:48:06 main:581] : INFO : Epoch 1559 | loss: 0.031168 | val_loss: 0.0311819 | Time: 6696.14 ms [2021-12-29 13:48:13 main:581] : INFO : Epoch 1560 | loss: 0.031167 | val_loss: 0.0311813 | Time: 6753.02 ms [2021-12-29 13:48:19 main:581] : INFO : Epoch 1561 | loss: 0.0311666 | val_loss: 0.0311812 | Time: 6707.21 ms [2021-12-29 13:48:26 main:581] : INFO : Epoch 1562 | loss: 0.0311669 | val_loss: 0.0311826 | Time: 6705.61 ms [2021-12-29 13:48:33 main:581] : INFO : Epoch 1563 | loss: 0.0311705 | val_loss: 0.0311836 | Time: 6706.35 ms [2021-12-29 13:48:39 main:581] : INFO : Epoch 1564 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 6707.02 ms [2021-12-29 13:48:46 main:581] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311818 | Time: 6699.71 ms [2021-12-29 13:48:53 main:581] : INFO : Epoch 1566 | loss: 0.0311704 | val_loss: 0.0311852 | Time: 6696.49 ms [2021-12-29 13:48:59 main:581] : INFO : Epoch 1567 | loss: 0.031171 | val_loss: 0.0311819 | Time: 6694.45 ms [2021-12-29 13:49:06 main:581] : INFO : Epoch 1568 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 6714.24 ms [2021-12-29 13:49:13 main:581] : INFO : Epoch 1569 | loss: 0.0311707 | val_loss: 0.0311835 | Time: 6644.64 ms [2021-12-29 13:49:20 main:581] : INFO : Epoch 1570 | loss: 0.0311708 | val_loss: 0.0311828 | Time: 6712.49 ms [2021-12-29 13:49:26 main:581] : INFO : Epoch 1571 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 6735.69 ms [2021-12-29 13:49:33 main:581] : INFO : Epoch 1572 | loss: 0.0311695 | val_loss: 0.031181 | Time: 6709.73 ms [2021-12-29 13:49:40 main:581] : INFO : Epoch 1573 | loss: 0.0311688 | val_loss: 0.0311816 | Time: 6697.83 ms [2021-12-29 13:49:46 main:581] : INFO : Epoch 1574 | loss: 0.0311689 | val_loss: 0.0311825 | Time: 6743.67 ms [2021-12-29 13:49:53 main:581] : INFO : Epoch 1575 | loss: 0.0311691 | val_loss: 0.0311823 | Time: 6693.44 ms [2021-12-29 13:50:00 main:581] : INFO : Epoch 1576 | loss: 0.0311701 | val_loss: 0.0311841 | Time: 6717.22 ms [2021-12-29 13:50:07 main:581] : INFO : Epoch 1577 | loss: 0.0311688 | val_loss: 0.0311818 | Time: 6683.13 ms [2021-12-29 13:50:13 main:581] : INFO : Epoch 1578 | loss: 0.0311692 | val_loss: 0.0311869 | Time: 6685.71 ms [2021-12-29 13:50:20 main:581] : INFO : Epoch 1579 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 6713.49 ms [2021-12-29 13:50:27 main:581] : INFO : Epoch 1580 | loss: 0.031171 | val_loss: 0.0311801 | Time: 6685.87 ms [2021-12-29 13:50:33 main:581] : INFO : Epoch 1581 | loss: 0.0311679 | val_loss: 0.0311805 | Time: 6681.8 ms [2021-12-29 13:50:40 main:581] : INFO : Epoch 1582 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 6725.4 ms [2021-12-29 13:50:47 main:581] : INFO : Epoch 1583 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 6674.22 ms [2021-12-29 13:50:53 main:581] : INFO : Epoch 1584 | loss: 0.0311698 | val_loss: 0.031182 | Time: 6693.3 ms [2021-12-29 13:51:00 main:581] : INFO : Epoch 1585 | loss: 0.031168 | val_loss: 0.0311814 | Time: 6724.58 ms [2021-12-29 13:51:07 main:581] : INFO : Epoch 1586 | loss: 0.0311683 | val_loss: 0.031181 | Time: 6725.68 ms [2021-12-29 13:51:14 main:581] : INFO : Epoch 1587 | loss: 0.0311682 | val_loss: 0.03118 | Time: 6724.93 ms [2021-12-29 13:51:20 main:581] : INFO : Epoch 1588 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 6696.04 ms [2021-12-29 13:51:27 main:581] : INFO : Epoch 1589 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 6688.73 ms [2021-12-29 13:51:34 main:581] : INFO : Epoch 1590 | loss: 0.0311673 | val_loss: 0.031185 | Time: 6682.4 ms [2021-12-29 13:51:40 main:581] : INFO : Epoch 1591 | loss: 0.0311703 | val_loss: 0.0311852 | Time: 6699.72 ms [2021-12-29 13:51:47 main:581] : INFO : Epoch 1592 | loss: 0.0311684 | val_loss: 0.0311848 | Time: 6661.26 ms [2021-12-29 13:51:54 main:581] : INFO : Epoch 1593 | loss: 0.0311703 | val_loss: 0.0311826 | Time: 6707.4 ms [2021-12-29 13:52:00 main:581] : INFO : Epoch 1594 | loss: 0.0311675 | val_loss: 0.0311802 | Time: 6700.98 ms [2021-12-29 13:52:07 main:581] : INFO : Epoch 1595 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 6703.68 ms [2021-12-29 13:52:14 main:581] : INFO : Epoch 1596 | loss: 0.0311691 | val_loss: 0.0311834 | Time: 6721.5 ms [2021-12-29 13:52:21 main:581] : INFO : Epoch 1597 | loss: 0.0311705 | val_loss: 0.0311832 | Time: 6691.58 ms [2021-12-29 13:52:27 main:581] : INFO : Epoch 1598 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 6662.01 ms [2021-12-29 13:52:34 main:581] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 6672.71 ms [2021-12-29 13:52:41 main:581] : INFO : Epoch 1600 | loss: 0.0311711 | val_loss: 0.0311843 | Time: 6712.37 ms [2021-12-29 13:52:47 main:581] : INFO : Epoch 1601 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 6678.16 ms [2021-12-29 13:52:54 main:581] : INFO : Epoch 1602 | loss: 0.0311676 | val_loss: 0.0311812 | Time: 6696.92 ms [2021-12-29 13:53:01 main:581] : INFO : Epoch 1603 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 6708.54 ms [2021-12-29 13:53:07 main:581] : INFO : Epoch 1604 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 6692.83 ms [2021-12-29 13:53:14 main:581] : INFO : Epoch 1605 | loss: 0.031169 | val_loss: 0.0311887 | Time: 6708.01 ms [2021-12-29 13:53:21 main:581] : INFO : Epoch 1606 | loss: 0.0311679 | val_loss: 0.0311807 | Time: 6721.32 ms [2021-12-29 13:53:28 main:581] : INFO : Epoch 1607 | loss: 0.0311781 | val_loss: 0.0312168 | Time: 6730.59 ms [2021-12-29 13:53:34 main:581] : INFO : Epoch 1608 | loss: 0.0312415 | val_loss: 0.0312892 | Time: 6737.15 ms [2021-12-29 13:53:41 main:581] : INFO : Epoch 1609 | loss: 0.0313235 | val_loss: 0.0312565 | Time: 6733.27 ms [2021-12-29 13:53:48 main:581] : INFO : Epoch 1610 | loss: 0.0312554 | val_loss: 0.0312443 | Time: 6775.82 ms [2021-12-29 13:53:55 main:581] : INFO : Epoch 1611 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 6740.08 ms [2021-12-29 13:54:01 main:581] : INFO : Epoch 1612 | loss: 0.0312358 | val_loss: 0.0312274 | Time: 6718.41 ms [2021-12-29 13:54:08 main:581] : INFO : Epoch 1613 | loss: 0.0312274 | val_loss: 0.0312235 | Time: 6706.05 ms [2021-12-29 13:54:15 main:581] : INFO : Epoch 1614 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 6717.43 ms [2021-12-29 13:54:21 main:581] : INFO : Epoch 1615 | loss: 0.0312266 | val_loss: 0.031221 | Time: 6730.07 ms [2021-12-29 13:54:28 main:581] : INFO : Epoch 1616 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 6737.35 ms [2021-12-29 13:54:35 main:581] : INFO : Epoch 1617 | loss: 0.0312242 | val_loss: 0.0312218 | Time: 6739.26 ms [2021-12-29 13:54:42 main:581] : INFO : Epoch 1618 | loss: 0.0312241 | val_loss: 0.0312197 | Time: 6710.18 ms [2021-12-29 13:54:48 main:581] : INFO : Epoch 1619 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 6707.09 ms [2021-12-29 13:54:55 main:581] : INFO : Epoch 1620 | loss: 0.0312255 | val_loss: 0.0312206 | Time: 6711.38 ms [2021-12-29 13:55:02 main:581] : INFO : Epoch 1621 | loss: 0.0312239 | val_loss: 0.0312197 | Time: 6715.43 ms [2021-12-29 13:55:09 main:581] : INFO : Epoch 1622 | loss: 0.031223 | val_loss: 0.0312194 | Time: 6783.86 ms [2021-12-29 13:55:15 main:581] : INFO : Epoch 1623 | loss: 0.0312256 | val_loss: 0.0312293 | Time: 6725.02 ms [2021-12-29 13:55:22 main:581] : INFO : Epoch 1624 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 6726.73 ms [2021-12-29 13:55:29 main:581] : INFO : Epoch 1625 | loss: 0.0312227 | val_loss: 0.0312185 | Time: 6754.9 ms [2021-12-29 13:55:35 main:581] : INFO : Epoch 1626 | loss: 0.0312228 | val_loss: 0.0312188 | Time: 6706.55 ms [2021-12-29 13:55:42 main:581] : INFO : Epoch 1627 | loss: 0.0312224 | val_loss: 0.0312178 | Time: 6722.13 ms [2021-12-29 13:55:49 main:581] : INFO : Epoch 1628 | loss: 0.0312239 | val_loss: 0.0312189 | Time: 6741.05 ms [2021-12-29 13:55:56 main:581] : INFO : Epoch 1629 | loss: 0.0312242 | val_loss: 0.0312186 | Time: 6736.54 ms [2021-12-29 13:56:02 main:581] : INFO : Epoch 1630 | loss: 0.0312219 | val_loss: 0.0312226 | Time: 6692.43 ms [2021-12-29 13:56:09 main:581] : INFO : Epoch 1631 | loss: 0.0312228 | val_loss: 0.031219 | Time: 6727.88 ms [2021-12-29 13:56:16 main:581] : INFO : Epoch 1632 | loss: 0.0312229 | val_loss: 0.031222 | Time: 6697.95 ms [2021-12-29 13:56:23 main:581] : INFO : Epoch 1633 | loss: 0.0312217 | val_loss: 0.0312174 | Time: 6701.69 ms [2021-12-29 13:56:29 main:581] : INFO : Epoch 1634 | loss: 0.031221 | val_loss: 0.0312181 | Time: 6678.86 ms [2021-12-29 13:56:36 main:581] : INFO : Epoch 1635 | loss: 0.0312217 | val_loss: 0.0312182 | Time: 6674.28 ms [2021-12-29 13:56:43 main:581] : INFO : Epoch 1636 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 6702.34 ms [2021-12-29 13:56:49 main:581] : INFO : Epoch 1637 | loss: 0.0312212 | val_loss: 0.0312185 | Time: 6719.07 ms [2021-12-29 13:56:56 main:581] : INFO : Epoch 1638 | loss: 0.0312199 | val_loss: 0.0312191 | Time: 6697.29 ms [2021-12-29 13:57:03 main:581] : INFO : Epoch 1639 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 6679.66 ms [2021-12-29 13:57:09 main:581] : INFO : Epoch 1640 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 6727.76 ms [2021-12-29 13:57:16 main:581] : INFO : Epoch 1641 | loss: 0.0312201 | val_loss: 0.0312157 | Time: 6728.69 ms [2021-12-29 13:57:23 main:581] : INFO : Epoch 1642 | loss: 0.0312185 | val_loss: 0.0312179 | Time: 6702.32 ms [2021-12-29 13:57:30 main:581] : INFO : Epoch 1643 | loss: 0.0312232 | val_loss: 0.0312189 | Time: 6729.7 ms [2021-12-29 13:57:36 main:581] : INFO : Epoch 1644 | loss: 0.0312202 | val_loss: 0.031218 | Time: 6746.02 ms [2021-12-29 13:57:43 main:581] : INFO : Epoch 1645 | loss: 0.0312201 | val_loss: 0.0312165 | Time: 6738.57 ms [2021-12-29 13:57:50 main:581] : INFO : Epoch 1646 | loss: 0.0312184 | val_loss: 0.031216 | Time: 6680.89 ms [2021-12-29 13:57:56 main:581] : INFO : Epoch 1647 | loss: 0.0312199 | val_loss: 0.031216 | Time: 6700.58 ms [2021-12-29 13:58:03 main:581] : INFO : Epoch 1648 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 6735.51 ms [2021-12-29 13:58:10 main:581] : INFO : Epoch 1649 | loss: 0.0312185 | val_loss: 0.0312157 | Time: 6701.36 ms [2021-12-29 13:58:17 main:581] : INFO : Epoch 1650 | loss: 0.0312175 | val_loss: 0.0312159 | Time: 6693.79 ms [2021-12-29 13:58:23 main:581] : INFO : Epoch 1651 | loss: 0.0312177 | val_loss: 0.0312149 | Time: 6690.71 ms [2021-12-29 13:58:30 main:581] : INFO : Epoch 1652 | loss: 0.0312182 | val_loss: 0.0312144 | Time: 6724.39 ms [2021-12-29 13:58:37 main:581] : INFO : Epoch 1653 | loss: 0.0312194 | val_loss: 0.0312212 | Time: 6688.53 ms [2021-12-29 13:58:43 main:581] : INFO : Epoch 1654 | loss: 0.0312188 | val_loss: 0.0312143 | Time: 6714.87 ms [2021-12-29 13:58:50 main:581] : INFO : Epoch 1655 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 6698.47 ms [2021-12-29 13:58:57 main:581] : INFO : Epoch 1656 | loss: 0.0312187 | val_loss: 0.0312214 | Time: 6704.11 ms [2021-12-29 13:59:04 main:581] : INFO : Epoch 1657 | loss: 0.0312209 | val_loss: 0.0312175 | Time: 6667.67 ms [2021-12-29 13:59:10 main:581] : INFO : Epoch 1658 | loss: 0.0312215 | val_loss: 0.0312212 | Time: 6671.62 ms [2021-12-29 13:59:17 main:581] : INFO : Epoch 1659 | loss: 0.0312217 | val_loss: 0.0312158 | Time: 6701.33 ms [2021-12-29 13:59:24 main:581] : INFO : Epoch 1660 | loss: 0.0312188 | val_loss: 0.0312156 | Time: 6671.29 ms [2021-12-29 13:59:30 main:581] : INFO : Epoch 1661 | loss: 0.0312206 | val_loss: 0.0312191 | Time: 6706.01 ms [2021-12-29 13:59:37 main:581] : INFO : Epoch 1662 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 6710.1 ms [2021-12-29 13:59:44 main:581] : INFO : Epoch 1663 | loss: 0.031218 | val_loss: 0.0312143 | Time: 6728.15 ms [2021-12-29 13:59:50 main:581] : INFO : Epoch 1664 | loss: 0.0312158 | val_loss: 0.0312142 | Time: 6709.87 ms [2021-12-29 13:59:57 main:581] : INFO : Epoch 1665 | loss: 0.0312159 | val_loss: 0.0312147 | Time: 6671.75 ms [2021-12-29 14:00:04 main:581] : INFO : Epoch 1666 | loss: 0.031218 | val_loss: 0.031224 | Time: 6688.15 ms [2021-12-29 14:00:10 main:581] : INFO : Epoch 1667 | loss: 0.0312205 | val_loss: 0.0312144 | Time: 6703.53 ms [2021-12-29 14:00:17 main:581] : INFO : Epoch 1668 | loss: 0.031216 | val_loss: 0.0312155 | Time: 6723.72 ms [2021-12-29 14:00:24 main:581] : INFO : Epoch 1669 | loss: 0.0312174 | val_loss: 0.0312139 | Time: 6714.92 ms [2021-12-29 14:00:30 main:581] : INFO : Epoch 1670 | loss: 0.0312155 | val_loss: 0.0312158 | Time: 6405.33 ms [2021-12-29 14:00:37 main:581] : INFO : Epoch 1671 | loss: 0.0312174 | val_loss: 0.0312157 | Time: 6709.44 ms [2021-12-29 14:00:44 main:581] : INFO : Epoch 1672 | loss: 0.0312171 | val_loss: 0.0312147 | Time: 6669.98 ms [2021-12-29 14:00:50 main:581] : INFO : Epoch 1673 | loss: 0.0312159 | val_loss: 0.0312133 | Time: 6682.02 ms [2021-12-29 14:00:57 main:581] : INFO : Epoch 1674 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 6695.26 ms [2021-12-29 14:01:04 main:581] : INFO : Epoch 1675 | loss: 0.0312161 | val_loss: 0.0312168 | Time: 6671.67 ms [2021-12-29 14:01:10 main:581] : INFO : Epoch 1676 | loss: 0.031216 | val_loss: 0.031216 | Time: 6674.71 ms [2021-12-29 14:01:17 main:581] : INFO : Epoch 1677 | loss: 0.0312153 | val_loss: 0.0312145 | Time: 6726.71 ms [2021-12-29 14:01:24 main:581] : INFO : Epoch 1678 | loss: 0.0312152 | val_loss: 0.0312178 | Time: 6732.56 ms [2021-12-29 14:01:31 main:581] : INFO : Epoch 1679 | loss: 0.0312166 | val_loss: 0.0312138 | Time: 6755.5 ms [2021-12-29 14:01:37 main:581] : INFO : Epoch 1680 | loss: 0.0312151 | val_loss: 0.0312195 | Time: 6679.74 ms [2021-12-29 14:01:44 main:581] : INFO : Epoch 1681 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 6695.41 ms [2021-12-29 14:01:51 main:581] : INFO : Epoch 1682 | loss: 0.0312158 | val_loss: 0.0312208 | Time: 6716.8 ms [2021-12-29 14:01:58 main:581] : INFO : Epoch 1683 | loss: 0.0312236 | val_loss: 0.0312201 | Time: 6728.52 ms [2021-12-29 14:02:04 main:581] : INFO : Epoch 1684 | loss: 0.0312203 | val_loss: 0.031223 | Time: 6715.48 ms [2021-12-29 14:02:11 main:581] : INFO : Epoch 1685 | loss: 0.0312175 | val_loss: 0.0312139 | Time: 6683.89 ms [2021-12-29 14:02:18 main:581] : INFO : Epoch 1686 | loss: 0.0312145 | val_loss: 0.0312143 | Time: 6691.42 ms [2021-12-29 14:02:24 main:581] : INFO : Epoch 1687 | loss: 0.0312143 | val_loss: 0.031213 | Time: 6687.94 ms [2021-12-29 14:02:31 main:581] : INFO : Epoch 1688 | loss: 0.0312137 | val_loss: 0.031213 | Time: 6684.16 ms [2021-12-29 14:02:38 main:581] : INFO : Epoch 1689 | loss: 0.0312145 | val_loss: 0.0312171 | Time: 6666.1 ms [2021-12-29 14:02:44 main:581] : INFO : Epoch 1690 | loss: 0.0312166 | val_loss: 0.0312136 | Time: 6663.65 ms [2021-12-29 14:02:51 main:581] : INFO : Epoch 1691 | loss: 0.0312148 | val_loss: 0.0312151 | Time: 6696.56 ms [2021-12-29 14:02:58 main:581] : INFO : Epoch 1692 | loss: 0.031217 | val_loss: 0.0312134 | Time: 6686.45 ms [2021-12-29 14:03:04 main:581] : INFO : Epoch 1693 | loss: 0.0312149 | val_loss: 0.0312148 | Time: 6714.13 ms [2021-12-29 14:03:11 main:581] : INFO : Epoch 1694 | loss: 0.0312168 | val_loss: 0.0312132 | Time: 6677.51 ms [2021-12-29 14:03:18 main:581] : INFO : Epoch 1695 | loss: 0.0312166 | val_loss: 0.0312202 | Time: 6705.43 ms [2021-12-29 14:03:24 main:581] : INFO : Epoch 1696 | loss: 0.0312173 | val_loss: 0.0312129 | Time: 6697.38 ms [2021-12-29 14:03:31 main:581] : INFO : Epoch 1697 | loss: 0.0312158 | val_loss: 0.0312155 | Time: 6715.42 ms [2021-12-29 14:03:38 main:581] : INFO : Epoch 1698 | loss: 0.0312169 | val_loss: 0.0312138 | Time: 6689.32 ms [2021-12-29 14:03:45 main:581] : INFO : Epoch 1699 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 6694.64 ms [2021-12-29 14:03:51 main:581] : INFO : Epoch 1700 | loss: 0.0312142 | val_loss: 0.0312116 | Time: 6734.27 ms [2021-12-29 14:03:58 main:581] : INFO : Epoch 1701 | loss: 0.0312138 | val_loss: 0.0312118 | Time: 6736.73 ms [2021-12-29 14:04:05 main:581] : INFO : Epoch 1702 | loss: 0.0312141 | val_loss: 0.0312114 | Time: 6713.18 ms [2021-12-29 14:04:12 main:581] : INFO : Epoch 1703 | loss: 0.031214 | val_loss: 0.0312116 | Time: 6724.57 ms [2021-12-29 14:04:18 main:581] : INFO : Epoch 1704 | loss: 0.0312132 | val_loss: 0.0312129 | Time: 6692.05 ms [2021-12-29 14:04:25 main:581] : INFO : Epoch 1705 | loss: 0.031213 | val_loss: 0.0312116 | Time: 6719.19 ms [2021-12-29 14:04:32 main:581] : INFO : Epoch 1706 | loss: 0.0312121 | val_loss: 0.0312109 | Time: 6695.52 ms [2021-12-29 14:04:38 main:581] : INFO : Epoch 1707 | loss: 0.0312155 | val_loss: 0.0312232 | Time: 6701.97 ms [2021-12-29 14:04:45 main:581] : INFO : Epoch 1708 | loss: 0.0312152 | val_loss: 0.0312111 | Time: 6708.79 ms [2021-12-29 14:04:52 main:581] : INFO : Epoch 1709 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 6724.97 ms [2021-12-29 14:04:59 main:581] : INFO : Epoch 1710 | loss: 0.0312146 | val_loss: 0.0312121 | Time: 6721.93 ms [2021-12-29 14:05:05 main:581] : INFO : Epoch 1711 | loss: 0.0312149 | val_loss: 0.0312147 | Time: 6702.9 ms [2021-12-29 14:05:12 main:581] : INFO : Epoch 1712 | loss: 0.0312131 | val_loss: 0.0312109 | Time: 6677.48 ms [2021-12-29 14:05:19 main:581] : INFO : Epoch 1713 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 6670.35 ms [2021-12-29 14:05:25 main:581] : INFO : Epoch 1714 | loss: 0.031214 | val_loss: 0.0312114 | Time: 6679.75 ms [2021-12-29 14:05:32 main:581] : INFO : Epoch 1715 | loss: 0.0312124 | val_loss: 0.0312136 | Time: 6712 ms [2021-12-29 14:05:39 main:581] : INFO : Epoch 1716 | loss: 0.0312126 | val_loss: 0.0312145 | Time: 6735.65 ms [2021-12-29 14:05:45 main:581] : INFO : Epoch 1717 | loss: 0.0312129 | val_loss: 0.0312125 | Time: 6683 ms [2021-12-29 14:05:52 main:581] : INFO : Epoch 1718 | loss: 0.0312122 | val_loss: 0.031211 | Time: 6699.6 ms [2021-12-29 14:05:59 main:581] : INFO : Epoch 1719 | loss: 0.0312121 | val_loss: 0.0312118 | Time: 6739.85 ms [2021-12-29 14:06:06 main:581] : INFO : Epoch 1720 | loss: 0.0312121 | val_loss: 0.0312122 | Time: 6685.41 ms [2021-12-29 14:06:12 main:581] : INFO : Epoch 1721 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 6696.63 ms [2021-12-29 14:06:19 main:581] : INFO : Epoch 1722 | loss: 0.0312117 | val_loss: 0.031216 | Time: 6721.13 ms [2021-12-29 14:06:26 main:581] : INFO : Epoch 1723 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 6709.16 ms [2021-12-29 14:06:32 main:581] : INFO : Epoch 1724 | loss: 0.0312128 | val_loss: 0.0312132 | Time: 6767.16 ms [2021-12-29 14:06:39 main:581] : INFO : Epoch 1725 | loss: 0.0312133 | val_loss: 0.0312138 | Time: 6702.86 ms [2021-12-29 14:06:46 main:581] : INFO : Epoch 1726 | loss: 0.0312122 | val_loss: 0.0312105 | Time: 6706.47 ms [2021-12-29 14:06:53 main:581] : INFO : Epoch 1727 | loss: 0.031211 | val_loss: 0.031211 | Time: 6699.32 ms [2021-12-29 14:06:59 main:581] : INFO : Epoch 1728 | loss: 0.031211 | val_loss: 0.0312109 | Time: 6731.83 ms [2021-12-29 14:07:06 main:581] : INFO : Epoch 1729 | loss: 0.0312121 | val_loss: 0.0312254 | Time: 6727.68 ms [2021-12-29 14:07:13 main:581] : INFO : Epoch 1730 | loss: 0.0312217 | val_loss: 0.0312128 | Time: 6721.72 ms [2021-12-29 14:07:19 main:581] : INFO : Epoch 1731 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 6712.89 ms [2021-12-29 14:07:26 main:581] : INFO : Epoch 1732 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 6745.26 ms [2021-12-29 14:07:33 main:581] : INFO : Epoch 1733 | loss: 0.0312118 | val_loss: 0.031211 | Time: 6709.19 ms [2021-12-29 14:07:40 main:581] : INFO : Epoch 1734 | loss: 0.0312105 | val_loss: 0.031211 | Time: 6737.72 ms [2021-12-29 14:07:46 main:581] : INFO : Epoch 1735 | loss: 0.0312108 | val_loss: 0.0312153 | Time: 6739.43 ms [2021-12-29 14:07:53 main:581] : INFO : Epoch 1736 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 6699.33 ms [2021-12-29 14:08:00 main:581] : INFO : Epoch 1737 | loss: 0.0312108 | val_loss: 0.0312107 | Time: 6687.08 ms [2021-12-29 14:08:06 main:581] : INFO : Epoch 1738 | loss: 0.0312105 | val_loss: 0.0312095 | Time: 6674.92 ms [2021-12-29 14:08:13 main:581] : INFO : Epoch 1739 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 6712.85 ms [2021-12-29 14:08:20 main:581] : INFO : Epoch 1740 | loss: 0.0312141 | val_loss: 0.0312151 | Time: 6693.26 ms [2021-12-29 14:08:27 main:581] : INFO : Epoch 1741 | loss: 0.0312103 | val_loss: 0.0312104 | Time: 6687.59 ms [2021-12-29 14:08:33 main:581] : INFO : Epoch 1742 | loss: 0.0312097 | val_loss: 0.0312196 | Time: 6705.78 ms [2021-12-29 14:08:40 main:581] : INFO : Epoch 1743 | loss: 0.0312119 | val_loss: 0.0312102 | Time: 6680.74 ms [2021-12-29 14:08:47 main:581] : INFO : Epoch 1744 | loss: 0.0312098 | val_loss: 0.0312132 | Time: 6685.99 ms [2021-12-29 14:08:53 main:581] : INFO : Epoch 1745 | loss: 0.0312127 | val_loss: 0.0312187 | Time: 6694.2 ms [2021-12-29 14:09:00 main:581] : INFO : Epoch 1746 | loss: 0.0312136 | val_loss: 0.0312101 | Time: 6693.66 ms [2021-12-29 14:09:07 main:581] : INFO : Epoch 1747 | loss: 0.0312116 | val_loss: 0.0312091 | Time: 6686.54 ms [2021-12-29 14:09:13 main:581] : INFO : Epoch 1748 | loss: 0.0312104 | val_loss: 0.0312099 | Time: 6688 ms [2021-12-29 14:09:20 main:581] : INFO : Epoch 1749 | loss: 0.0312104 | val_loss: 0.0312161 | Time: 6745.44 ms [2021-12-29 14:09:27 main:581] : INFO : Epoch 1750 | loss: 0.0312201 | val_loss: 0.0312133 | Time: 6737.27 ms [2021-12-29 14:09:34 main:581] : INFO : Epoch 1751 | loss: 0.0312121 | val_loss: 0.0312094 | Time: 6695.88 ms [2021-12-29 14:09:40 main:581] : INFO : Epoch 1752 | loss: 0.0312096 | val_loss: 0.0312085 | Time: 6684.67 ms [2021-12-29 14:09:47 main:581] : INFO : Epoch 1753 | loss: 0.0312084 | val_loss: 0.0312082 | Time: 6661.34 ms [2021-12-29 14:09:54 main:581] : INFO : Epoch 1754 | loss: 0.0312094 | val_loss: 0.0312082 | Time: 6733.39 ms [2021-12-29 14:10:00 main:581] : INFO : Epoch 1755 | loss: 0.0312107 | val_loss: 0.0312103 | Time: 6716.84 ms [2021-12-29 14:10:07 main:581] : INFO : Epoch 1756 | loss: 0.0312115 | val_loss: 0.0312077 | Time: 6713.64 ms [2021-12-29 14:10:14 main:581] : INFO : Epoch 1757 | loss: 0.0312097 | val_loss: 0.0312079 | Time: 6735.57 ms [2021-12-29 14:10:21 main:581] : INFO : Epoch 1758 | loss: 0.0312134 | val_loss: 0.0312084 | Time: 6703.96 ms [2021-12-29 14:10:27 main:581] : INFO : Epoch 1759 | loss: 0.0312114 | val_loss: 0.0312153 | Time: 6700.49 ms [2021-12-29 14:10:34 main:581] : INFO : Epoch 1760 | loss: 0.031213 | val_loss: 0.0312077 | Time: 6694.17 ms [2021-12-29 14:10:41 main:581] : INFO : Epoch 1761 | loss: 0.0312101 | val_loss: 0.03121 | Time: 6690.26 ms [2021-12-29 14:10:47 main:581] : INFO : Epoch 1762 | loss: 0.0312127 | val_loss: 0.031211 | Time: 6710.13 ms [2021-12-29 14:10:54 main:581] : INFO : Epoch 1763 | loss: 0.0312108 | val_loss: 0.0312064 | Time: 6745.75 ms [2021-12-29 14:11:01 main:581] : INFO : Epoch 1764 | loss: 0.0312094 | val_loss: 0.0312077 | Time: 6694.2 ms [2021-12-29 14:11:07 main:581] : INFO : Epoch 1765 | loss: 0.0312087 | val_loss: 0.0312084 | Time: 6679.17 ms [2021-12-29 14:11:14 main:581] : INFO : Epoch 1766 | loss: 0.0312096 | val_loss: 0.0312139 | Time: 6694.57 ms [2021-12-29 14:11:21 main:581] : INFO : Epoch 1767 | loss: 0.0312113 | val_loss: 0.0312068 | Time: 6696.24 ms [2021-12-29 14:11:28 main:581] : INFO : Epoch 1768 | loss: 0.0312127 | val_loss: 0.0312167 | Time: 6690.34 ms [2021-12-29 14:11:34 main:581] : INFO : Epoch 1769 | loss: 0.0312107 | val_loss: 0.0312064 | Time: 6696.21 ms [2021-12-29 14:11:41 main:581] : INFO : Epoch 1770 | loss: 0.0312081 | val_loss: 0.0312059 | Time: 6684.51 ms [2021-12-29 14:11:48 main:581] : INFO : Epoch 1771 | loss: 0.0312079 | val_loss: 0.0312066 | Time: 6699.2 ms [2021-12-29 14:11:54 main:581] : INFO : Epoch 1772 | loss: 0.0312078 | val_loss: 0.0312052 | Time: 6712.87 ms [2021-12-29 14:12:01 main:581] : INFO : Epoch 1773 | loss: 0.03121 | val_loss: 0.0312063 | Time: 6688.35 ms [2021-12-29 14:12:08 main:581] : INFO : Epoch 1774 | loss: 0.0312089 | val_loss: 0.0312061 | Time: 6697.73 ms [2021-12-29 14:12:14 main:581] : INFO : Epoch 1775 | loss: 0.0312089 | val_loss: 0.0312055 | Time: 6713.61 ms [2021-12-29 14:12:21 main:581] : INFO : Epoch 1776 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 6691.78 ms [2021-12-29 14:12:28 main:581] : INFO : Epoch 1777 | loss: 0.0312114 | val_loss: 0.0312064 | Time: 6713.33 ms [2021-12-29 14:12:35 main:581] : INFO : Epoch 1778 | loss: 0.0312097 | val_loss: 0.0312071 | Time: 6705.28 ms [2021-12-29 14:12:41 main:581] : INFO : Epoch 1779 | loss: 0.0312094 | val_loss: 0.0312046 | Time: 6711.22 ms [2021-12-29 14:12:48 main:581] : INFO : Epoch 1780 | loss: 0.0312081 | val_loss: 0.0312051 | Time: 6685.57 ms [2021-12-29 14:12:55 main:581] : INFO : Epoch 1781 | loss: 0.0312093 | val_loss: 0.0312065 | Time: 6699.61 ms [2021-12-29 14:13:01 main:581] : INFO : Epoch 1782 | loss: 0.0312091 | val_loss: 0.0312059 | Time: 6705.05 ms [2021-12-29 14:13:08 main:581] : INFO : Epoch 1783 | loss: 0.0312076 | val_loss: 0.0312048 | Time: 6702.41 ms [2021-12-29 14:13:15 main:581] : INFO : Epoch 1784 | loss: 0.0312081 | val_loss: 0.0312074 | Time: 6702.94 ms [2021-12-29 14:13:21 main:581] : INFO : Epoch 1785 | loss: 0.0312118 | val_loss: 0.0312148 | Time: 6677.15 ms [2021-12-29 14:13:28 main:581] : INFO : Epoch 1786 | loss: 0.0312091 | val_loss: 0.031206 | Time: 6718.74 ms [2021-12-29 14:13:35 main:581] : INFO : Epoch 1787 | loss: 0.0312084 | val_loss: 0.0312061 | Time: 6685.82 ms [2021-12-29 14:13:42 main:581] : INFO : Epoch 1788 | loss: 0.0312077 | val_loss: 0.031207 | Time: 6697.43 ms [2021-12-29 14:13:48 main:581] : INFO : Epoch 1789 | loss: 0.0312077 | val_loss: 0.0312064 | Time: 6710.52 ms [2021-12-29 14:13:55 main:581] : INFO : Epoch 1790 | loss: 0.0312091 | val_loss: 0.031206 | Time: 6690.02 ms [2021-12-29 14:14:02 main:581] : INFO : Epoch 1791 | loss: 0.0312069 | val_loss: 0.0312055 | Time: 6723.73 ms [2021-12-29 14:14:08 main:581] : INFO : Epoch 1792 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 6725.21 ms [2021-12-29 14:14:15 main:581] : INFO : Epoch 1793 | loss: 0.0312119 | val_loss: 0.0312088 | Time: 6710.61 ms [2021-12-29 14:14:22 main:581] : INFO : Epoch 1794 | loss: 0.031207 | val_loss: 0.0312083 | Time: 6687.35 ms [2021-12-29 14:14:29 main:581] : INFO : Epoch 1795 | loss: 0.0312072 | val_loss: 0.0312055 | Time: 6706.52 ms [2021-12-29 14:14:35 main:581] : INFO : Epoch 1796 | loss: 0.0312087 | val_loss: 0.0312052 | Time: 6742.45 ms [2021-12-29 14:14:42 main:581] : INFO : Epoch 1797 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 6705.87 ms [2021-12-29 14:14:49 main:581] : INFO : Epoch 1798 | loss: 0.0312065 | val_loss: 0.0312062 | Time: 6721.18 ms [2021-12-29 14:14:55 main:581] : INFO : Epoch 1799 | loss: 0.0312105 | val_loss: 0.031207 | Time: 6730.76 ms [2021-12-29 14:15:02 main:581] : INFO : Epoch 1800 | loss: 0.031209 | val_loss: 0.0312097 | Time: 6685.18 ms [2021-12-29 14:15:09 main:581] : INFO : Epoch 1801 | loss: 0.0312095 | val_loss: 0.0312149 | Time: 6688.05 ms [2021-12-29 14:15:16 main:581] : INFO : Epoch 1802 | loss: 0.0312114 | val_loss: 0.0312068 | Time: 6709.62 ms [2021-12-29 14:15:22 main:581] : INFO : Epoch 1803 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 6705.2 ms [2021-12-29 14:15:29 main:581] : INFO : Epoch 1804 | loss: 0.0312076 | val_loss: 0.0312074 | Time: 6692.01 ms [2021-12-29 14:15:36 main:581] : INFO : Epoch 1805 | loss: 0.0312063 | val_loss: 0.0312054 | Time: 6691.1 ms [2021-12-29 14:15:42 main:581] : INFO : Epoch 1806 | loss: 0.0312079 | val_loss: 0.0312079 | Time: 6723.6 ms [2021-12-29 14:15:49 main:581] : INFO : Epoch 1807 | loss: 0.0312067 | val_loss: 0.0312079 | Time: 6692.53 ms [2021-12-29 14:15:56 main:581] : INFO : Epoch 1808 | loss: 0.0312077 | val_loss: 0.0312051 | Time: 6688.82 ms [2021-12-29 14:16:02 main:581] : INFO : Epoch 1809 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 6714.66 ms [2021-12-29 14:16:09 main:581] : INFO : Epoch 1810 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 6725.63 ms [2021-12-29 14:16:16 main:581] : INFO : Epoch 1811 | loss: 0.0312086 | val_loss: 0.0312058 | Time: 6713.74 ms [2021-12-29 14:16:23 main:581] : INFO : Epoch 1812 | loss: 0.0312078 | val_loss: 0.0312159 | Time: 6703.87 ms [2021-12-29 14:16:29 main:581] : INFO : Epoch 1813 | loss: 0.0312086 | val_loss: 0.0312061 | Time: 6709.79 ms [2021-12-29 14:16:36 main:581] : INFO : Epoch 1814 | loss: 0.0312091 | val_loss: 0.0312146 | Time: 6687.9 ms [2021-12-29 14:16:43 main:581] : INFO : Epoch 1815 | loss: 0.0312087 | val_loss: 0.0312053 | Time: 6704.87 ms [2021-12-29 14:16:49 main:581] : INFO : Epoch 1816 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 6714.14 ms [2021-12-29 14:16:56 main:581] : INFO : Epoch 1817 | loss: 0.0312071 | val_loss: 0.0312094 | Time: 6710.09 ms [2021-12-29 14:17:03 main:581] : INFO : Epoch 1818 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 6674.44 ms [2021-12-29 14:17:10 main:581] : INFO : Epoch 1819 | loss: 0.03121 | val_loss: 0.0312123 | Time: 6704.26 ms [2021-12-29 14:17:16 main:581] : INFO : Epoch 1820 | loss: 0.0312089 | val_loss: 0.0312064 | Time: 6689.36 ms [2021-12-29 14:17:23 main:581] : INFO : Epoch 1821 | loss: 0.0312057 | val_loss: 0.0312057 | Time: 6758.63 ms [2021-12-29 14:17:30 main:581] : INFO : Epoch 1822 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 6694.76 ms [2021-12-29 14:17:36 main:581] : INFO : Epoch 1823 | loss: 0.031213 | val_loss: 0.031208 | Time: 6703.47 ms [2021-12-29 14:17:43 main:581] : INFO : Epoch 1824 | loss: 0.031206 | val_loss: 0.0312046 | Time: 6715.98 ms [2021-12-29 14:17:50 main:581] : INFO : Epoch 1825 | loss: 0.0312062 | val_loss: 0.0312047 | Time: 6726.47 ms [2021-12-29 14:17:57 main:581] : INFO : Epoch 1826 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 6690.27 ms [2021-12-29 14:18:03 main:581] : INFO : Epoch 1827 | loss: 0.0312079 | val_loss: 0.0312055 | Time: 6677.77 ms [2021-12-29 14:18:10 main:581] : INFO : Epoch 1828 | loss: 0.0312055 | val_loss: 0.0312098 | Time: 6702.24 ms [2021-12-29 14:18:17 main:581] : INFO : Epoch 1829 | loss: 0.0312106 | val_loss: 0.0312233 | Time: 6690.96 ms [2021-12-29 14:18:23 main:581] : INFO : Epoch 1830 | loss: 0.0312111 | val_loss: 0.0312072 | Time: 6731.07 ms [2021-12-29 14:18:30 main:581] : INFO : Epoch 1831 | loss: 0.0312056 | val_loss: 0.0312045 | Time: 6694.96 ms [2021-12-29 14:18:37 main:581] : INFO : Epoch 1832 | loss: 0.0312058 | val_loss: 0.0312056 | Time: 6702.18 ms [2021-12-29 14:18:43 main:581] : INFO : Epoch 1833 | loss: 0.0312063 | val_loss: 0.0312081 | Time: 6670.6 ms [2021-12-29 14:18:50 main:581] : INFO : Epoch 1834 | loss: 0.0312068 | val_loss: 0.0312043 | Time: 6689.05 ms [2021-12-29 14:18:57 main:581] : INFO : Epoch 1835 | loss: 0.0312053 | val_loss: 0.0312039 | Time: 6711.7 ms [2021-12-29 14:19:04 main:581] : INFO : Epoch 1836 | loss: 0.0312073 | val_loss: 0.0312062 | Time: 6705.07 ms [2021-12-29 14:19:10 main:581] : INFO : Epoch 1837 | loss: 0.0312064 | val_loss: 0.0312042 | Time: 6696.46 ms [2021-12-29 14:19:17 main:581] : INFO : Epoch 1838 | loss: 0.0312082 | val_loss: 0.0312128 | Time: 6709.68 ms [2021-12-29 14:19:24 main:581] : INFO : Epoch 1839 | loss: 0.0312073 | val_loss: 0.0312056 | Time: 6720.12 ms [2021-12-29 14:19:30 main:581] : INFO : Epoch 1840 | loss: 0.0312057 | val_loss: 0.0312045 | Time: 6728.1 ms [2021-12-29 14:19:37 main:581] : INFO : Epoch 1841 | loss: 0.0312045 | val_loss: 0.0312071 | Time: 6709.99 ms [2021-12-29 14:19:44 main:581] : INFO : Epoch 1842 | loss: 0.0312052 | val_loss: 0.0312051 | Time: 6697.04 ms [2021-12-29 14:19:51 main:581] : INFO : Epoch 1843 | loss: 0.0312047 | val_loss: 0.0312048 | Time: 6710.6 ms [2021-12-29 14:19:57 main:581] : INFO : Epoch 1844 | loss: 0.0312048 | val_loss: 0.0312046 | Time: 6711.64 ms [2021-12-29 14:20:04 main:581] : INFO : Epoch 1845 | loss: 0.031204 | val_loss: 0.0312044 | Time: 6698.55 ms [2021-12-29 14:20:11 main:581] : INFO : Epoch 1846 | loss: 0.0312042 | val_loss: 0.0312037 | Time: 6711.21 ms [2021-12-29 14:20:17 main:581] : INFO : Epoch 1847 | loss: 0.0312044 | val_loss: 0.0312053 | Time: 6716.72 ms [2021-12-29 14:20:24 main:581] : INFO : Epoch 1848 | loss: 0.0312101 | val_loss: 0.0312068 | Time: 6733.6 ms [2021-12-29 14:20:31 main:581] : INFO : Epoch 1849 | loss: 0.0312124 | val_loss: 0.0312048 | Time: 6708.89 ms [2021-12-29 14:20:38 main:581] : INFO : Epoch 1850 | loss: 0.0312064 | val_loss: 0.031205 | Time: 6719 ms [2021-12-29 14:20:44 main:581] : INFO : Epoch 1851 | loss: 0.0312056 | val_loss: 0.0312063 | Time: 6716.18 ms [2021-12-29 14:20:51 main:581] : INFO : Epoch 1852 | loss: 0.0312044 | val_loss: 0.0312072 | Time: 6678.05 ms [2021-12-29 14:20:58 main:581] : INFO : Epoch 1853 | loss: 0.0312053 | val_loss: 0.0312031 | Time: 6713.09 ms [2021-12-29 14:21:04 main:581] : INFO : Epoch 1854 | loss: 0.0312039 | val_loss: 0.0312035 | Time: 6696.92 ms [2021-12-29 14:21:11 main:581] : INFO : Epoch 1855 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 6674.76 ms [2021-12-29 14:21:18 main:581] : INFO : Epoch 1856 | loss: 0.0312044 | val_loss: 0.0312039 | Time: 6714.78 ms [2021-12-29 14:21:24 main:581] : INFO : Epoch 1857 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 6669.42 ms [2021-12-29 14:21:31 main:581] : INFO : Epoch 1858 | loss: 0.031204 | val_loss: 0.0312038 | Time: 6692.48 ms [2021-12-29 14:21:38 main:581] : INFO : Epoch 1859 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 6685.29 ms [2021-12-29 14:21:44 main:581] : INFO : Epoch 1860 | loss: 0.0312042 | val_loss: 0.031205 | Time: 6681.53 ms [2021-12-29 14:21:51 main:581] : INFO : Epoch 1861 | loss: 0.0312053 | val_loss: 0.0312042 | Time: 6695.25 ms [2021-12-29 14:21:58 main:581] : INFO : Epoch 1862 | loss: 0.0312046 | val_loss: 0.0312029 | Time: 6717.18 ms [2021-12-29 14:22:05 main:581] : INFO : Epoch 1863 | loss: 0.0312039 | val_loss: 0.0312039 | Time: 6700.31 ms [2021-12-29 14:22:11 main:581] : INFO : Epoch 1864 | loss: 0.0312048 | val_loss: 0.0312054 | Time: 6728.24 ms [2021-12-29 14:22:18 main:581] : INFO : Epoch 1865 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 6735.54 ms [2021-12-29 14:22:25 main:581] : INFO : Epoch 1866 | loss: 0.0312052 | val_loss: 0.0312029 | Time: 6738.63 ms [2021-12-29 14:22:31 main:581] : INFO : Epoch 1867 | loss: 0.0312065 | val_loss: 0.0312033 | Time: 6672.69 ms [2021-12-29 14:22:38 main:581] : INFO : Epoch 1868 | loss: 0.0312041 | val_loss: 0.0312037 | Time: 6745.29 ms [2021-12-29 14:22:45 main:581] : INFO : Epoch 1869 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 6736.72 ms [2021-12-29 14:22:52 main:581] : INFO : Epoch 1870 | loss: 0.0312059 | val_loss: 0.0312032 | Time: 6702.19 ms [2021-12-29 14:22:58 main:581] : INFO : Epoch 1871 | loss: 0.0312059 | val_loss: 0.0312034 | Time: 6702.65 ms [2021-12-29 14:23:05 main:581] : INFO : Epoch 1872 | loss: 0.0312041 | val_loss: 0.0312036 | Time: 6694.65 ms [2021-12-29 14:23:12 main:581] : INFO : Epoch 1873 | loss: 0.0312052 | val_loss: 0.0312034 | Time: 6667.53 ms [2021-12-29 14:23:18 main:581] : INFO : Epoch 1874 | loss: 0.0312038 | val_loss: 0.0312045 | Time: 6696.86 ms [2021-12-29 14:23:25 main:581] : INFO : Epoch 1875 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 6732.16 ms [2021-12-29 14:23:32 main:581] : INFO : Epoch 1876 | loss: 0.0312038 | val_loss: 0.0312034 | Time: 6716.67 ms [2021-12-29 14:23:39 main:581] : INFO : Epoch 1877 | loss: 0.0312046 | val_loss: 0.0312042 | Time: 6688.08 ms [2021-12-29 14:23:45 main:581] : INFO : Epoch 1878 | loss: 0.0312038 | val_loss: 0.0312034 | Time: 6705.01 ms [2021-12-29 14:23:52 main:581] : INFO : Epoch 1879 | loss: 0.0312072 | val_loss: 0.0312077 | Time: 6703.62 ms [2021-12-29 14:23:59 main:581] : INFO : Epoch 1880 | loss: 0.0312078 | val_loss: 0.0312066 | Time: 6724.61 ms [2021-12-29 14:24:05 main:581] : INFO : Epoch 1881 | loss: 0.0312075 | val_loss: 0.0312157 | Time: 6683.9 ms [2021-12-29 14:24:12 main:581] : INFO : Epoch 1882 | loss: 0.0312057 | val_loss: 0.0312021 | Time: 6686.69 ms [2021-12-29 14:24:19 main:581] : INFO : Epoch 1883 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 6698.21 ms [2021-12-29 14:24:25 main:581] : INFO : Epoch 1884 | loss: 0.0312078 | val_loss: 0.0312098 | Time: 6672.09 ms [2021-12-29 14:24:32 main:581] : INFO : Epoch 1885 | loss: 0.0312093 | val_loss: 0.0312116 | Time: 6726.53 ms [2021-12-29 14:24:39 main:581] : INFO : Epoch 1886 | loss: 0.0312085 | val_loss: 0.0312094 | Time: 6682.53 ms [2021-12-29 14:24:46 main:581] : INFO : Epoch 1887 | loss: 0.0312085 | val_loss: 0.031209 | Time: 6709.63 ms [2021-12-29 14:24:52 main:581] : INFO : Epoch 1888 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 6709.75 ms [2021-12-29 14:24:59 main:581] : INFO : Epoch 1889 | loss: 0.0312075 | val_loss: 0.0312155 | Time: 6683.29 ms [2021-12-29 14:25:06 main:581] : INFO : Epoch 1890 | loss: 0.0312089 | val_loss: 0.031209 | Time: 6721.68 ms [2021-12-29 14:25:12 main:581] : INFO : Epoch 1891 | loss: 0.0312094 | val_loss: 0.0312087 | Time: 6673.53 ms [2021-12-29 14:25:19 main:581] : INFO : Epoch 1892 | loss: 0.0312115 | val_loss: 0.0312076 | Time: 6693.59 ms [2021-12-29 14:25:26 main:581] : INFO : Epoch 1893 | loss: 0.0312085 | val_loss: 0.0312111 | Time: 6724.98 ms [2021-12-29 14:25:32 main:581] : INFO : Epoch 1894 | loss: 0.0312091 | val_loss: 0.0312126 | Time: 6680.95 ms [2021-12-29 14:25:39 main:581] : INFO : Epoch 1895 | loss: 0.0312104 | val_loss: 0.0312081 | Time: 6724.51 ms [2021-12-29 14:25:46 main:581] : INFO : Epoch 1896 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 6724.74 ms [2021-12-29 14:25:53 main:581] : INFO : Epoch 1897 | loss: 0.0312097 | val_loss: 0.0312086 | Time: 6727.64 ms [2021-12-29 14:25:59 main:581] : INFO : Epoch 1898 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 6744.83 ms [2021-12-29 14:26:06 main:581] : INFO : Epoch 1899 | loss: 0.0312088 | val_loss: 0.0312136 | Time: 6667.05 ms [2021-12-29 14:26:13 main:581] : INFO : Epoch 1900 | loss: 0.0312106 | val_loss: 0.0312077 | Time: 6692.43 ms [2021-12-29 14:26:19 main:581] : INFO : Epoch 1901 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 6700.07 ms [2021-12-29 14:26:26 main:581] : INFO : Epoch 1902 | loss: 0.0312128 | val_loss: 0.0312196 | Time: 6734.77 ms [2021-12-29 14:26:33 main:581] : INFO : Epoch 1903 | loss: 0.0312114 | val_loss: 0.0312118 | Time: 6668.03 ms [2021-12-29 14:26:40 main:581] : INFO : Epoch 1904 | loss: 0.0312091 | val_loss: 0.0312081 | Time: 6704.64 ms [2021-12-29 14:26:46 main:581] : INFO : Epoch 1905 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 6681.65 ms [2021-12-29 14:26:53 main:581] : INFO : Epoch 1906 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 6685.61 ms [2021-12-29 14:27:00 main:581] : INFO : Epoch 1907 | loss: 0.0312074 | val_loss: 0.0312081 | Time: 6698.24 ms [2021-12-29 14:27:06 main:581] : INFO : Epoch 1908 | loss: 0.0312062 | val_loss: 0.0312078 | Time: 6693.22 ms [2021-12-29 14:27:13 main:581] : INFO : Epoch 1909 | loss: 0.0312061 | val_loss: 0.031207 | Time: 6677.72 ms [2021-12-29 14:27:20 main:581] : INFO : Epoch 1910 | loss: 0.031207 | val_loss: 0.0312087 | Time: 6683.95 ms [2021-12-29 14:27:26 main:581] : INFO : Epoch 1911 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 6711.64 ms [2021-12-29 14:27:33 main:581] : INFO : Epoch 1912 | loss: 0.0312059 | val_loss: 0.0312064 | Time: 6697.65 ms [2021-12-29 14:27:40 main:581] : INFO : Epoch 1913 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 6682.37 ms [2021-12-29 14:27:47 main:581] : INFO : Epoch 1914 | loss: 0.031205 | val_loss: 0.0312064 | Time: 6752.61 ms [2021-12-29 14:27:53 main:581] : INFO : Epoch 1915 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 6711.66 ms [2021-12-29 14:28:00 main:581] : INFO : Epoch 1916 | loss: 0.0312042 | val_loss: 0.0312074 | Time: 6719.66 ms [2021-12-29 14:28:07 main:581] : INFO : Epoch 1917 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 6714.18 ms [2021-12-29 14:28:13 main:581] : INFO : Epoch 1918 | loss: 0.031204 | val_loss: 0.0312074 | Time: 6699.15 ms [2021-12-29 14:28:20 main:581] : INFO : Epoch 1919 | loss: 0.031207 | val_loss: 0.0312096 | Time: 6687.99 ms [2021-12-29 14:28:27 main:581] : INFO : Epoch 1920 | loss: 0.0312064 | val_loss: 0.0312069 | Time: 6681.19 ms [2021-12-29 14:28:34 main:581] : INFO : Epoch 1921 | loss: 0.0312077 | val_loss: 0.0312142 | Time: 6693.82 ms [2021-12-29 14:28:40 main:581] : INFO : Epoch 1922 | loss: 0.0312073 | val_loss: 0.0312063 | Time: 6738.13 ms [2021-12-29 14:28:47 main:581] : INFO : Epoch 1923 | loss: 0.031205 | val_loss: 0.0312059 | Time: 6718.9 ms [2021-12-29 14:28:54 main:581] : INFO : Epoch 1924 | loss: 0.0312065 | val_loss: 0.03121 | Time: 6649.47 ms [2021-12-29 14:29:00 main:581] : INFO : Epoch 1925 | loss: 0.0312088 | val_loss: 0.031216 | Time: 6702.69 ms [2021-12-29 14:29:07 main:581] : INFO : Epoch 1926 | loss: 0.0312137 | val_loss: 0.031209 | Time: 6676.39 ms [2021-12-29 14:29:14 main:581] : INFO : Epoch 1927 | loss: 0.0312071 | val_loss: 0.0312034 | Time: 6673.11 ms [2021-12-29 14:29:20 main:581] : INFO : Epoch 1928 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 6698.88 ms [2021-12-29 14:29:27 main:581] : INFO : Epoch 1929 | loss: 0.0312045 | val_loss: 0.031203 | Time: 6718.75 ms [2021-12-29 14:29:34 main:581] : INFO : Epoch 1930 | loss: 0.031204 | val_loss: 0.0312029 | Time: 6695.29 ms [2021-12-29 14:29:41 main:581] : INFO : Epoch 1931 | loss: 0.0312048 | val_loss: 0.0312071 | Time: 6723.56 ms [2021-12-29 14:29:47 main:581] : INFO : Epoch 1932 | loss: 0.031206 | val_loss: 0.0312064 | Time: 6704.22 ms [2021-12-29 14:29:54 main:581] : INFO : Epoch 1933 | loss: 0.0312045 | val_loss: 0.0312027 | Time: 6716.52 ms [2021-12-29 14:30:01 main:581] : INFO : Epoch 1934 | loss: 0.0312042 | val_loss: 0.0312035 | Time: 6702.94 ms [2021-12-29 14:30:07 main:581] : INFO : Epoch 1935 | loss: 0.0312051 | val_loss: 0.0312039 | Time: 6446.51 ms [2021-12-29 14:30:14 main:581] : INFO : Epoch 1936 | loss: 0.0312054 | val_loss: 0.0312036 | Time: 6710.52 ms [2021-12-29 14:30:21 main:581] : INFO : Epoch 1937 | loss: 0.0312059 | val_loss: 0.0312247 | Time: 6724.8 ms [2021-12-29 14:30:27 main:581] : INFO : Epoch 1938 | loss: 0.031212 | val_loss: 0.0312085 | Time: 6706.56 ms [2021-12-29 14:30:34 main:581] : INFO : Epoch 1939 | loss: 0.0312041 | val_loss: 0.0312031 | Time: 6684.9 ms [2021-12-29 14:30:41 main:581] : INFO : Epoch 1940 | loss: 0.0312029 | val_loss: 0.0312035 | Time: 6702.69 ms [2021-12-29 14:30:47 main:581] : INFO : Epoch 1941 | loss: 0.031202 | val_loss: 0.0312058 | Time: 6687.78 ms [2021-12-29 14:30:54 main:581] : INFO : Epoch 1942 | loss: 0.0312024 | val_loss: 0.031206 | Time: 6691.89 ms [2021-12-29 14:31:01 main:581] : INFO : Epoch 1943 | loss: 0.031204 | val_loss: 0.0312041 | Time: 6682.9 ms [2021-12-29 14:31:07 main:581] : INFO : Epoch 1944 | loss: 0.0312053 | val_loss: 0.0312037 | Time: 6704.11 ms [2021-12-29 14:31:14 main:581] : INFO : Epoch 1945 | loss: 0.0312038 | val_loss: 0.0312073 | Time: 6720.57 ms [2021-12-29 14:31:21 main:581] : INFO : Epoch 1946 | loss: 0.0312043 | val_loss: 0.0312036 | Time: 6680.94 ms [2021-12-29 14:31:27 main:581] : INFO : Epoch 1947 | loss: 0.0312041 | val_loss: 0.0312071 | Time: 6681.02 ms [2021-12-29 14:31:34 main:581] : INFO : Epoch 1948 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 6692.39 ms [2021-12-29 14:31:41 main:581] : INFO : Epoch 1949 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 6678.41 ms [2021-12-29 14:31:48 main:581] : INFO : Epoch 1950 | loss: 0.0312012 | val_loss: 0.031206 | Time: 6735.88 ms [2021-12-29 14:31:54 main:581] : INFO : Epoch 1951 | loss: 0.0312021 | val_loss: 0.031203 | Time: 6696.79 ms [2021-12-29 14:32:01 main:581] : INFO : Epoch 1952 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 6734.47 ms [2021-12-29 14:32:08 main:581] : INFO : Epoch 1953 | loss: 0.0312018 | val_loss: 0.0312044 | Time: 6712.24 ms [2021-12-29 14:32:14 main:581] : INFO : Epoch 1954 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 6713.97 ms [2021-12-29 14:32:21 main:581] : INFO : Epoch 1955 | loss: 0.031202 | val_loss: 0.0312067 | Time: 6710.57 ms [2021-12-29 14:32:28 main:581] : INFO : Epoch 1956 | loss: 0.0312017 | val_loss: 0.0312045 | Time: 6674.7 ms [2021-12-29 14:32:35 main:581] : INFO : Epoch 1957 | loss: 0.031201 | val_loss: 0.031205 | Time: 6717.35 ms [2021-12-29 14:32:41 main:581] : INFO : Epoch 1958 | loss: 0.0312026 | val_loss: 0.0312044 | Time: 6704.58 ms [2021-12-29 14:32:48 main:581] : INFO : Epoch 1959 | loss: 0.0312052 | val_loss: 0.0312055 | Time: 6709.97 ms [2021-12-29 14:32:55 main:581] : INFO : Epoch 1960 | loss: 0.0312037 | val_loss: 0.0312051 | Time: 6724.46 ms [2021-12-29 14:33:01 main:581] : INFO : Epoch 1961 | loss: 0.0312018 | val_loss: 0.0312065 | Time: 6700.98 ms [2021-12-29 14:33:08 main:581] : INFO : Epoch 1962 | loss: 0.0312017 | val_loss: 0.0312045 | Time: 6734.65 ms [2021-12-29 14:33:15 main:581] : INFO : Epoch 1963 | loss: 0.031201 | val_loss: 0.0312038 | Time: 6730.47 ms [2021-12-29 14:33:22 main:581] : INFO : Epoch 1964 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 6692.18 ms [2021-12-29 14:33:28 main:581] : INFO : Epoch 1965 | loss: 0.0312008 | val_loss: 0.0312034 | Time: 6730.9 ms [2021-12-29 14:33:35 main:581] : INFO : Epoch 1966 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 6698.78 ms [2021-12-29 14:33:42 main:581] : INFO : Epoch 1967 | loss: 0.0312023 | val_loss: 0.031205 | Time: 6690.54 ms [2021-12-29 14:33:48 main:581] : INFO : Epoch 1968 | loss: 0.0312009 | val_loss: 0.0312034 | Time: 6710.59 ms [2021-12-29 14:33:55 main:581] : INFO : Epoch 1969 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 6709.84 ms [2021-12-29 14:34:02 main:581] : INFO : Epoch 1970 | loss: 0.0312005 | val_loss: 0.0312032 | Time: 6700.98 ms [2021-12-29 14:34:09 main:581] : INFO : Epoch 1971 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 6660.41 ms [2021-12-29 14:34:15 main:581] : INFO : Epoch 1972 | loss: 0.031201 | val_loss: 0.0312042 | Time: 6663.61 ms [2021-12-29 14:34:22 main:581] : INFO : Epoch 1973 | loss: 0.0312007 | val_loss: 0.0312036 | Time: 6681.85 ms [2021-12-29 14:34:29 main:581] : INFO : Epoch 1974 | loss: 0.0312008 | val_loss: 0.0312045 | Time: 6682.46 ms [2021-12-29 14:34:35 main:581] : INFO : Epoch 1975 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 6681.64 ms [2021-12-29 14:34:42 main:581] : INFO : Epoch 1976 | loss: 0.0312048 | val_loss: 0.0312076 | Time: 6697.25 ms [2021-12-29 14:34:49 main:581] : INFO : Epoch 1977 | loss: 0.031205 | val_loss: 0.0312047 | Time: 6713.74 ms [2021-12-29 14:34:55 main:581] : INFO : Epoch 1978 | loss: 0.0312065 | val_loss: 0.0312071 | Time: 6744.7 ms [2021-12-29 14:35:02 main:581] : INFO : Epoch 1979 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 6716.46 ms [2021-12-29 14:35:09 main:581] : INFO : Epoch 1980 | loss: 0.0312015 | val_loss: 0.0312044 | Time: 6655.24 ms [2021-12-29 14:35:15 main:581] : INFO : Epoch 1981 | loss: 0.0311995 | val_loss: 0.0312039 | Time: 6711.84 ms [2021-12-29 14:35:22 main:581] : INFO : Epoch 1982 | loss: 0.0312032 | val_loss: 0.0312229 | Time: 6723.68 ms [2021-12-29 14:35:29 main:581] : INFO : Epoch 1983 | loss: 0.031207 | val_loss: 0.031211 | Time: 6692.11 ms [2021-12-29 14:35:36 main:581] : INFO : Epoch 1984 | loss: 0.0312008 | val_loss: 0.0312037 | Time: 6692.24 ms [2021-12-29 14:35:42 main:581] : INFO : Epoch 1985 | loss: 0.0312003 | val_loss: 0.0312039 | Time: 6726.86 ms [2021-12-29 14:35:49 main:581] : INFO : Epoch 1986 | loss: 0.0312013 | val_loss: 0.0312036 | Time: 6694.92 ms [2021-12-29 14:35:56 main:581] : INFO : Epoch 1987 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 6697.48 ms [2021-12-29 14:36:02 main:581] : INFO : Epoch 1988 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 6676.16 ms [2021-12-29 14:36:09 main:581] : INFO : Epoch 1989 | loss: 0.0312036 | val_loss: 0.0312083 | Time: 6679.32 ms [2021-12-29 14:36:16 main:581] : INFO : Epoch 1990 | loss: 0.0312016 | val_loss: 0.0312052 | Time: 6687.86 ms [2021-12-29 14:36:23 main:581] : INFO : Epoch 1991 | loss: 0.0311994 | val_loss: 0.0312039 | Time: 6731.65 ms [2021-12-29 14:36:29 main:581] : INFO : Epoch 1992 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 6718.34 ms [2021-12-29 14:36:36 main:581] : INFO : Epoch 1993 | loss: 0.0311998 | val_loss: 0.0312038 | Time: 6735.71 ms [2021-12-29 14:36:43 main:581] : INFO : Epoch 1994 | loss: 0.0312008 | val_loss: 0.0312054 | Time: 6697.33 ms [2021-12-29 14:36:49 main:581] : INFO : Epoch 1995 | loss: 0.0312003 | val_loss: 0.0312057 | Time: 6687.41 ms [2021-12-29 14:36:56 main:581] : INFO : Epoch 1996 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 6706.78 ms [2021-12-29 14:37:03 main:581] : INFO : Epoch 1997 | loss: 0.0311993 | val_loss: 0.0312026 | Time: 6695.45 ms [2021-12-29 14:37:09 main:581] : INFO : Epoch 1998 | loss: 0.0311996 | val_loss: 0.0312039 | Time: 6690.13 ms [2021-12-29 14:37:16 main:581] : INFO : Epoch 1999 | loss: 0.0311992 | val_loss: 0.0312036 | Time: 6716.96 ms [2021-12-29 14:37:23 main:581] : INFO : Epoch 2000 | loss: 0.0312009 | val_loss: 0.0312046 | Time: 6716.75 ms [2021-12-29 14:37:30 main:581] : INFO : Epoch 2001 | loss: 0.0312001 | val_loss: 0.031203 | Time: 6702.97 ms [2021-12-29 14:37:36 main:581] : INFO : Epoch 2002 | loss: 0.0311988 | val_loss: 0.031203 | Time: 6733.18 ms [2021-12-29 14:37:43 main:581] : INFO : Epoch 2003 | loss: 0.0311997 | val_loss: 0.0312046 | Time: 6705.09 ms [2021-12-29 14:37:50 main:581] : INFO : Epoch 2004 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 6738.82 ms [2021-12-29 14:37:57 main:581] : INFO : Epoch 2005 | loss: 0.0312023 | val_loss: 0.0312037 | Time: 6722.46 ms [2021-12-29 14:38:03 main:581] : INFO : Epoch 2006 | loss: 0.0312045 | val_loss: 0.0312071 | Time: 6702.14 ms [2021-12-29 14:38:10 main:581] : INFO : Epoch 2007 | loss: 0.0312013 | val_loss: 0.0312054 | Time: 6690.25 ms [2021-12-29 14:38:17 main:581] : INFO : Epoch 2008 | loss: 0.031199 | val_loss: 0.0312062 | Time: 6703.62 ms [2021-12-29 14:38:23 main:581] : INFO : Epoch 2009 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 6681.8 ms [2021-12-29 14:38:30 main:581] : INFO : Epoch 2010 | loss: 0.0311991 | val_loss: 0.0312067 | Time: 6701.08 ms [2021-12-29 14:38:37 main:581] : INFO : Epoch 2011 | loss: 0.0312004 | val_loss: 0.0312026 | Time: 6689.27 ms [2021-12-29 14:38:43 main:581] : INFO : Epoch 2012 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 6689.96 ms [2021-12-29 14:38:50 main:581] : INFO : Epoch 2013 | loss: 0.0312008 | val_loss: 0.031203 | Time: 6681.04 ms [2021-12-29 14:38:57 main:581] : INFO : Epoch 2014 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 6713.87 ms [2021-12-29 14:39:03 main:581] : INFO : Epoch 2015 | loss: 0.0311997 | val_loss: 0.0312039 | Time: 6714.13 ms [2021-12-29 14:39:10 main:581] : INFO : Epoch 2016 | loss: 0.0311998 | val_loss: 0.0312037 | Time: 6699.61 ms [2021-12-29 14:39:17 main:581] : INFO : Epoch 2017 | loss: 0.0312005 | val_loss: 0.0312039 | Time: 6714.92 ms [2021-12-29 14:39:24 main:581] : INFO : Epoch 2018 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 6748.12 ms [2021-12-29 14:39:30 main:581] : INFO : Epoch 2019 | loss: 0.0312011 | val_loss: 0.0312079 | Time: 6676.22 ms [2021-12-29 14:39:37 main:581] : INFO : Epoch 2020 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 6712.62 ms [2021-12-29 14:39:44 main:581] : INFO : Epoch 2021 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 6672.06 ms [2021-12-29 14:39:50 main:581] : INFO : Epoch 2022 | loss: 0.0311985 | val_loss: 0.0312034 | Time: 6670.03 ms [2021-12-29 14:39:57 main:581] : INFO : Epoch 2023 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 6691.82 ms [2021-12-29 14:40:04 main:581] : INFO : Epoch 2024 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 6705.48 ms [2021-12-29 14:40:11 main:581] : INFO : Epoch 2025 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 6710.17 ms [2021-12-29 14:40:17 main:581] : INFO : Epoch 2026 | loss: 0.0311985 | val_loss: 0.0312023 | Time: 6685.74 ms [2021-12-29 14:40:24 main:581] : INFO : Epoch 2027 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 6713.06 ms [2021-12-29 14:40:31 main:581] : INFO : Epoch 2028 | loss: 0.0312008 | val_loss: 0.0312034 | Time: 6705.46 ms [2021-12-29 14:40:37 main:581] : INFO : Epoch 2029 | loss: 0.0312021 | val_loss: 0.0312059 | Time: 6670.98 ms [2021-12-29 14:40:44 main:581] : INFO : Epoch 2030 | loss: 0.0311994 | val_loss: 0.0312031 | Time: 6693.32 ms [2021-12-29 14:40:51 main:581] : INFO : Epoch 2031 | loss: 0.0311996 | val_loss: 0.0312069 | Time: 6714.27 ms [2021-12-29 14:40:57 main:581] : INFO : Epoch 2032 | loss: 0.0311987 | val_loss: 0.0312028 | Time: 6693.3 ms [2021-12-29 14:41:04 main:581] : INFO : Epoch 2033 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 6741.64 ms [2021-12-29 14:41:11 main:581] : INFO : Epoch 2034 | loss: 0.0312009 | val_loss: 0.0312034 | Time: 6719.81 ms [2021-12-29 14:41:18 main:581] : INFO : Epoch 2035 | loss: 0.0311998 | val_loss: 0.0312023 | Time: 6706.81 ms [2021-12-29 14:41:24 main:581] : INFO : Epoch 2036 | loss: 0.0311983 | val_loss: 0.0312037 | Time: 6722.37 ms [2021-12-29 14:41:31 main:581] : INFO : Epoch 2037 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 6719.04 ms [2021-12-29 14:41:38 main:581] : INFO : Epoch 2038 | loss: 0.0312009 | val_loss: 0.031203 | Time: 6719.58 ms [2021-12-29 14:41:44 main:581] : INFO : Epoch 2039 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 6683.96 ms [2021-12-29 14:41:51 main:581] : INFO : Epoch 2040 | loss: 0.0311995 | val_loss: 0.031206 | Time: 6702.45 ms [2021-12-29 14:41:58 main:581] : INFO : Epoch 2041 | loss: 0.0311998 | val_loss: 0.0312038 | Time: 6725.32 ms [2021-12-29 14:42:05 main:581] : INFO : Epoch 2042 | loss: 0.031198 | val_loss: 0.0312023 | Time: 6717.16 ms [2021-12-29 14:42:11 main:581] : INFO : Epoch 2043 | loss: 0.0311979 | val_loss: 0.0312048 | Time: 6702.31 ms [2021-12-29 14:42:18 main:581] : INFO : Epoch 2044 | loss: 0.0311981 | val_loss: 0.0312023 | Time: 6716.43 ms [2021-12-29 14:42:25 main:581] : INFO : Epoch 2045 | loss: 0.0311983 | val_loss: 0.0312028 | Time: 6745 ms [2021-12-29 14:42:32 main:581] : INFO : Epoch 2046 | loss: 0.0311991 | val_loss: 0.0312063 | Time: 6746.83 ms [2021-12-29 14:42:38 main:581] : INFO : Epoch 2047 | loss: 0.0311998 | val_loss: 0.031204 | Time: 6737.65 ms [2021-12-29 14:42:45 main:581] : INFO : Epoch 2048 | loss: 0.0311986 | val_loss: 0.0312041 | Time: 6725.65 ms [2021-12-29 14:42:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312041 [2021-12-29 14:42:45 main:610] : INFO : Saving end state to config to file [2021-12-29 14:42:45 main:615] : INFO : Success, exiting.. 14:42:45 (3188259): 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)