Task 12629873
| Name | ParityModified-1645993361-25622-1-0_1 |
| Workunit | 9470207 |
| Created | 7 Mar 2022, 4:25:55 UTC |
| Sent | 7 Mar 2022, 6:06:23 UTC |
| Report deadline | 15 Mar 2022, 6:06:23 UTC |
| Received | 7 Mar 2022, 7:59:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 30 sec |
| CPU time | 40 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311248 | val_loss: 0.0311564 | Time: 1194.52 ms [2022-03-07 00:48:46 main:574] : INFO : Epoch 1543 | loss: 0.0311216 | val_loss: 0.0311561 | Time: 1214.43 ms [2022-03-07 00:48:48 main:574] : INFO : Epoch 1544 | loss: 0.0311219 | val_loss: 0.0311553 | Time: 1195.97 ms [2022-03-07 00:48:49 main:574] : INFO : Epoch 1545 | loss: 0.0311233 | val_loss: 0.031157 | Time: 1188.33 ms [2022-03-07 00:48:50 main:574] : INFO : Epoch 1546 | loss: 0.0311267 | val_loss: 0.0311543 | Time: 1201.93 ms [2022-03-07 00:48:51 main:574] : INFO : Epoch 1547 | loss: 0.0311247 | val_loss: 0.031161 | Time: 1201.47 ms [2022-03-07 00:48:52 main:574] : INFO : Epoch 1548 | loss: 0.0311222 | val_loss: 0.0311552 | Time: 1207.49 ms [2022-03-07 00:48:54 main:574] : INFO : Epoch 1549 | loss: 0.0311212 | val_loss: 0.0311585 | Time: 1211.16 ms [2022-03-07 00:48:55 main:574] : INFO : Epoch 1550 | loss: 0.0311206 | val_loss: 0.0311579 | Time: 1218.71 ms [2022-03-07 00:48:56 main:574] : INFO : Epoch 1551 | loss: 0.0311259 | val_loss: 0.0311568 | Time: 1209.58 ms [2022-03-07 00:48:57 main:574] : INFO : Epoch 1552 | loss: 0.0311263 | val_loss: 0.0311552 | Time: 1215.06 ms [2022-03-07 00:48:58 main:574] : INFO : Epoch 1553 | loss: 0.0311248 | val_loss: 0.0311564 | Time: 1213.04 ms [2022-03-07 00:49:00 main:574] : INFO : Epoch 1554 | loss: 0.0311209 | val_loss: 0.0311568 | Time: 1206.46 ms [2022-03-07 00:49:01 main:574] : INFO : Epoch 1555 | loss: 0.03112 | val_loss: 0.0311602 | Time: 1201.53 ms [2022-03-07 00:49:02 main:574] : INFO : Epoch 1556 | loss: 0.0311224 | val_loss: 0.0311573 | Time: 1181.88 ms [2022-03-07 00:49:03 main:574] : INFO : Epoch 1557 | loss: 0.0311207 | val_loss: 0.0311571 | Time: 1213.37 ms [2022-03-07 00:49:05 main:574] : INFO : Epoch 1558 | loss: 0.0311209 | val_loss: 0.031154 | Time: 1198.36 ms [2022-03-07 00:49:06 main:574] : INFO : Epoch 1559 | loss: 0.0311197 | val_loss: 0.031154 | Time: 1194.1 ms [2022-03-07 00:49:07 main:574] : INFO : Epoch 1560 | loss: 0.0311237 | val_loss: 0.0311587 | Time: 1216.07 ms [2022-03-07 00:49:08 main:574] : INFO : Epoch 1561 | loss: 0.0311205 | val_loss: 0.0311573 | Time: 1210.18 ms [2022-03-07 00:49:09 main:574] : INFO : Epoch 1562 | loss: 0.0311194 | val_loss: 0.0311564 | Time: 1216.33 ms [2022-03-07 00:49:11 main:574] : INFO : Epoch 1563 | loss: 0.0311217 | val_loss: 0.0311549 | Time: 1210.42 ms [2022-03-07 00:49:12 main:574] : INFO : Epoch 1564 | loss: 0.0311215 | val_loss: 0.0311595 | Time: 1197.72 ms [2022-03-07 00:49:13 main:574] : INFO : Epoch 1565 | loss: 0.0311213 | val_loss: 0.0311572 | Time: 1220.02 ms [2022-03-07 00:49:14 main:574] : INFO : Epoch 1566 | loss: 0.0311212 | val_loss: 0.0311574 | Time: 1204.11 ms [2022-03-07 00:49:15 main:574] : INFO : Epoch 1567 | loss: 0.0311207 | val_loss: 0.0311645 | Time: 1203.57 ms [2022-03-07 00:49:17 main:574] : INFO : Epoch 1568 | loss: 0.0311173 | val_loss: 0.0311587 | Time: 1221.38 ms [2022-03-07 00:49:18 main:574] : INFO : Epoch 1569 | loss: 0.0311179 | val_loss: 0.0311564 | Time: 1191.3 ms [2022-03-07 00:49:19 main:574] : INFO : Epoch 1570 | loss: 0.0311169 | val_loss: 0.031159 | Time: 1201.76 ms [2022-03-07 00:49:20 main:574] : INFO : Epoch 1571 | loss: 0.0311187 | val_loss: 0.0311507 | Time: 1186.5 ms [2022-03-07 00:49:21 main:574] : INFO : Epoch 1572 | loss: 0.0311198 | val_loss: 0.0311659 | Time: 1216.18 ms [2022-03-07 00:49:23 main:574] : INFO : Epoch 1573 | loss: 0.0311188 | val_loss: 0.0311598 | Time: 1224.08 ms [2022-03-07 00:49:24 main:574] : INFO : Epoch 1574 | loss: 0.031122 | val_loss: 0.031171 | Time: 1197.83 ms [2022-03-07 00:49:25 main:574] : INFO : Epoch 1575 | loss: 0.0311216 | val_loss: 0.0311589 | Time: 1209.95 ms [2022-03-07 00:49:26 main:574] : INFO : Epoch 1576 | loss: 0.0311178 | val_loss: 0.0311591 | Time: 1191.27 ms [2022-03-07 00:49:27 main:574] : INFO : Epoch 1577 | loss: 0.0311167 | val_loss: 0.0311595 | Time: 1222.43 ms [2022-03-07 00:49:29 main:574] : INFO : Epoch 1578 | loss: 0.0311157 | val_loss: 0.0311596 | Time: 1210.61 ms [2022-03-07 00:49:30 main:574] : INFO : Epoch 1579 | loss: 0.0311178 | val_loss: 0.0311586 | Time: 1218.57 ms [2022-03-07 00:49:31 main:574] : INFO : Epoch 1580 | loss: 0.0311179 | val_loss: 0.0311594 | Time: 1212.48 ms [2022-03-07 00:49:32 main:574] : INFO : Epoch 1581 | loss: 0.0311167 | val_loss: 0.0311626 | Time: 1204.72 ms [2022-03-07 00:49:34 main:574] : INFO : Epoch 1582 | loss: 0.0311124 | val_loss: 0.0311606 | Time: 1199.55 ms [2022-03-07 00:49:35 main:574] : INFO : Epoch 1583 | loss: 0.031115 | val_loss: 0.0311698 | Time: 1204.56 ms [2022-03-07 00:49:36 main:574] : INFO : Epoch 1584 | loss: 0.0311179 | val_loss: 0.0311571 | Time: 1219.06 ms [2022-03-07 00:49:37 main:574] : INFO : Epoch 1585 | loss: 0.0311147 | val_loss: 0.0311622 | Time: 1215.33 ms [2022-03-07 00:49:38 main:574] : INFO : Epoch 1586 | loss: 0.0311181 | val_loss: 0.0311557 | Time: 1218.2 ms [2022-03-07 00:49:40 main:574] : INFO : Epoch 1587 | loss: 0.0311216 | val_loss: 0.0311588 | Time: 1218.56 ms [2022-03-07 00:49:41 main:574] : INFO : Epoch 1588 | loss: 0.0311184 | val_loss: 0.0311611 | Time: 1191.76 ms [2022-03-07 00:49:42 main:574] : INFO : Epoch 1589 | loss: 0.0311176 | val_loss: 0.0311571 | Time: 1194.59 ms [2022-03-07 00:49:43 main:574] : INFO : Epoch 1590 | loss: 0.0311134 | val_loss: 0.0311696 | Time: 1198.94 ms [2022-03-07 00:49:44 main:574] : INFO : Epoch 1591 | loss: 0.0311159 | val_loss: 0.0311611 | Time: 1202.44 ms [2022-03-07 00:49:46 main:574] : INFO : Epoch 1592 | loss: 0.0311154 | val_loss: 0.0311608 | Time: 1216.84 ms [2022-03-07 00:49:47 main:574] : INFO : Epoch 1593 | loss: 0.031114 | val_loss: 0.031157 | Time: 1198.51 ms [2022-03-07 00:49:48 main:574] : INFO : Epoch 1594 | loss: 0.0311169 | val_loss: 0.0311601 | Time: 1224.47 ms [2022-03-07 00:49:49 main:574] : INFO : Epoch 1595 | loss: 0.0311188 | val_loss: 0.0311672 | Time: 1214.7 ms [2022-03-07 00:49:50 main:574] : INFO : Epoch 1596 | loss: 0.0311148 | val_loss: 0.0311593 | Time: 1208.61 ms [2022-03-07 00:49:52 main:574] : INFO : Epoch 1597 | loss: 0.0311147 | val_loss: 0.0311611 | Time: 1201.69 ms [2022-03-07 00:49:53 main:574] : INFO : Epoch 1598 | loss: 0.0311162 | val_loss: 0.0311605 | Time: 1216.7 ms [2022-03-07 00:49:54 main:574] : INFO : Epoch 1599 | loss: 0.0311135 | val_loss: 0.0311594 | Time: 1208.19 ms [2022-03-07 00:49:55 main:574] : INFO : Epoch 1600 | loss: 0.0311112 | val_loss: 0.0311635 | Time: 1187.31 ms [2022-03-07 00:49:56 main:574] : INFO : Epoch 1601 | loss: 0.0311141 | val_loss: 0.0311658 | Time: 1197.51 ms [2022-03-07 00:49:58 main:574] : INFO : Epoch 1602 | loss: 0.0311129 | val_loss: 0.0311584 | Time: 1189.93 ms [2022-03-07 00:49:59 main:574] : INFO : Epoch 1603 | loss: 0.031129 | val_loss: 0.0311581 | Time: 1199.05 ms [2022-03-07 00:50:00 main:574] : INFO : Epoch 1604 | loss: 0.0311205 | val_loss: 0.0311557 | Time: 1195.83 ms [2022-03-07 00:50:01 main:574] : INFO : Epoch 1605 | loss: 0.0311123 | val_loss: 0.0311573 | Time: 1181.75 ms [2022-03-07 00:50:02 main:574] : INFO : Epoch 1606 | loss: 0.031111 | val_loss: 0.0311627 | Time: 1223.08 ms [2022-03-07 00:50:04 main:574] : INFO : Epoch 1607 | loss: 0.0311098 | val_loss: 0.0311613 | Time: 1208.57 ms [2022-03-07 00:50:05 main:574] : INFO : Epoch 1608 | loss: 0.0311118 | val_loss: 0.031163 | Time: 1187.12 ms [2022-03-07 00:50:06 main:574] : INFO : Epoch 1609 | loss: 0.0311108 | val_loss: 0.0311645 | Time: 1202.62 ms [2022-03-07 00:50:07 main:574] : INFO : Epoch 1610 | loss: 0.031113 | val_loss: 0.0311623 | Time: 1182.89 ms [2022-03-07 00:50:08 main:574] : INFO : Epoch 1611 | loss: 0.0311149 | val_loss: 0.0311583 | Time: 1199.67 ms [2022-03-07 00:50:10 main:574] : INFO : Epoch 1612 | loss: 0.0311153 | val_loss: 0.0311631 | Time: 1200.45 ms [2022-03-07 00:50:11 main:574] : INFO : Epoch 1613 | loss: 0.0311093 | val_loss: 0.0311668 | Time: 1197.22 ms [2022-03-07 00:50:12 main:574] : INFO : Epoch 1614 | loss: 0.0311099 | val_loss: 0.0311643 | Time: 1200.42 ms [2022-03-07 00:50:13 main:574] : INFO : Epoch 1615 | loss: 0.0311098 | val_loss: 0.0311593 | Time: 1190.89 ms [2022-03-07 00:50:14 main:574] : INFO : Epoch 1616 | loss: 0.0311067 | val_loss: 0.0311675 | Time: 1216.05 ms [2022-03-07 00:50:16 main:574] : INFO : Epoch 1617 | loss: 0.0311138 | val_loss: 0.0311639 | Time: 1200.72 ms [2022-03-07 00:50:17 main:574] : INFO : Epoch 1618 | loss: 0.0311141 | val_loss: 0.0311622 | Time: 1205.11 ms [2022-03-07 00:50:18 main:574] : INFO : Epoch 1619 | loss: 0.0311087 | val_loss: 0.0311638 | Time: 1204.94 ms [2022-03-07 00:50:19 main:574] : INFO : Epoch 1620 | loss: 0.0311095 | val_loss: 0.0311682 | Time: 1218.74 ms [2022-03-07 00:50:21 main:574] : INFO : Epoch 1621 | loss: 0.0311109 | val_loss: 0.0311678 | Time: 1212.31 ms [2022-03-07 00:50:22 main:574] : INFO : Epoch 1622 | loss: 0.0311116 | val_loss: 0.0311649 | Time: 1205.94 ms [2022-03-07 00:50:23 main:574] : INFO : Epoch 1623 | loss: 0.0311117 | val_loss: 0.0311633 | Time: 1211.67 ms [2022-03-07 00:50:24 main:574] : INFO : Epoch 1624 | loss: 0.031115 | val_loss: 0.0311654 | Time: 1194 ms [2022-03-07 00:50:25 main:574] : INFO : Epoch 1625 | loss: 0.031114 | val_loss: 0.0311677 | Time: 1204.89 ms [2022-03-07 00:50:27 main:574] : INFO : Epoch 1626 | loss: 0.0311088 | val_loss: 0.0311635 | Time: 1221.65 ms [2022-03-07 00:50:28 main:574] : INFO : Epoch 1627 | loss: 0.031106 | val_loss: 0.0311642 | Time: 1205.38 ms [2022-03-07 00:50:29 main:574] : INFO : Epoch 1628 | loss: 0.031109 | val_loss: 0.0311689 | Time: 1186.29 ms [2022-03-07 00:50:30 main:574] : INFO : Epoch 1629 | loss: 0.0311282 | val_loss: 0.031154 | Time: 1203.83 ms [2022-03-07 00:50:31 main:574] : INFO : Epoch 1630 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 1212.85 ms [2022-03-07 00:50:33 main:574] : INFO : Epoch 1631 | loss: 0.0311169 | val_loss: 0.0311616 | Time: 1201.29 ms [2022-03-07 00:50:34 main:574] : INFO : Epoch 1632 | loss: 0.0311118 | val_loss: 0.0311617 | Time: 1216.68 ms [2022-03-07 00:50:35 main:574] : INFO : Epoch 1633 | loss: 0.0311113 | val_loss: 0.0311599 | Time: 1194.91 ms [2022-03-07 00:50:36 main:574] : INFO : Epoch 1634 | loss: 0.0311114 | val_loss: 0.0311615 | Time: 1192.57 ms [2022-03-07 00:50:37 main:574] : INFO : Epoch 1635 | loss: 0.031108 | val_loss: 0.0311617 | Time: 1206.57 ms [2022-03-07 00:50:39 main:574] : INFO : Epoch 1636 | loss: 0.031106 | val_loss: 0.0311618 | Time: 1194.34 ms [2022-03-07 00:50:40 main:574] : INFO : Epoch 1637 | loss: 0.0311065 | val_loss: 0.0311639 | Time: 1205.3 ms [2022-03-07 00:50:41 main:574] : INFO : Epoch 1638 | loss: 0.0311058 | val_loss: 0.0311672 | Time: 1198.07 ms [2022-03-07 00:50:42 main:574] : INFO : Epoch 1639 | loss: 0.0311067 | val_loss: 0.0311608 | Time: 1212.19 ms [2022-03-07 00:50:43 main:574] : INFO : Epoch 1640 | loss: 0.0311056 | val_loss: 0.0311727 | Time: 1202.81 ms [2022-03-07 00:50:45 main:574] : INFO : Epoch 1641 | loss: 0.0311068 | val_loss: 0.0311826 | Time: 1223.82 ms [2022-03-07 00:50:46 main:574] : INFO : Epoch 1642 | loss: 0.0311071 | val_loss: 0.0311643 | Time: 1216.81 ms [2022-03-07 00:50:47 main:574] : INFO : Epoch 1643 | loss: 0.031106 | val_loss: 0.0311661 | Time: 1207.54 ms [2022-03-07 00:50:48 main:574] : INFO : Epoch 1644 | loss: 0.0311048 | val_loss: 0.0311726 | Time: 1220.3 ms [2022-03-07 00:50:50 main:574] : INFO : Epoch 1645 | loss: 0.0311049 | val_loss: 0.0311659 | Time: 1204.47 ms [2022-03-07 00:50:51 main:574] : INFO : Epoch 1646 | loss: 0.0311073 | val_loss: 0.0311563 | Time: 1210.47 ms [2022-03-07 00:50:52 main:574] : INFO : Epoch 1647 | loss: 0.0311059 | val_loss: 0.0311706 | Time: 1203.52 ms [2022-03-07 00:50:53 main:574] : INFO : Epoch 1648 | loss: 0.0311029 | val_loss: 0.0311705 | Time: 1215.43 ms [2022-03-07 00:50:54 main:574] : INFO : Epoch 1649 | loss: 0.0311047 | val_loss: 0.0311626 | Time: 1204.08 ms [2022-03-07 00:50:56 main:574] : INFO : Epoch 1650 | loss: 0.0311035 | val_loss: 0.0311744 | Time: 1189.19 ms [2022-03-07 00:50:57 main:574] : INFO : Epoch 1651 | loss: 0.0311073 | val_loss: 0.0311723 | Time: 1200.1 ms [2022-03-07 00:50:58 main:574] : INFO : Epoch 1652 | loss: 0.0311078 | val_loss: 0.0311695 | Time: 1213.65 ms [2022-03-07 00:50:59 main:574] : INFO : Epoch 1653 | loss: 0.0311074 | val_loss: 0.0311701 | Time: 1190.16 ms [2022-03-07 00:51:00 main:574] : INFO : Epoch 1654 | loss: 0.0311073 | val_loss: 0.0311663 | Time: 1200.08 ms [2022-03-07 00:51:02 main:574] : INFO : Epoch 1655 | loss: 0.0311061 | val_loss: 0.0311641 | Time: 1207.1 ms [2022-03-07 00:51:03 main:574] : INFO : Epoch 1656 | loss: 0.0311051 | val_loss: 0.0311658 | Time: 1213.43 ms [2022-03-07 00:51:04 main:574] : INFO : Epoch 1657 | loss: 0.0311051 | val_loss: 0.0311633 | Time: 1213.14 ms [2022-03-07 00:51:05 main:574] : INFO : Epoch 1658 | loss: 0.0311032 | val_loss: 0.0311697 | Time: 1188.49 ms [2022-03-07 00:51:06 main:574] : INFO : Epoch 1659 | loss: 0.0311053 | val_loss: 0.0311698 | Time: 1198.23 ms [2022-03-07 00:51:08 main:574] : INFO : Epoch 1660 | loss: 0.0311016 | val_loss: 0.0311566 | Time: 1208.19 ms [2022-03-07 00:51:09 main:574] : INFO : Epoch 1661 | loss: 0.0311035 | val_loss: 0.0311624 | Time: 1204.55 ms [2022-03-07 00:51:10 main:574] : INFO : Epoch 1662 | loss: 0.0311069 | val_loss: 0.03117 | Time: 1208.15 ms [2022-03-07 00:51:11 main:574] : INFO : Epoch 1663 | loss: 0.0311025 | val_loss: 0.0311695 | Time: 1196.02 ms [2022-03-07 00:51:12 main:574] : INFO : Epoch 1664 | loss: 0.0311031 | val_loss: 0.0311684 | Time: 1212.42 ms [2022-03-07 00:51:14 main:574] : INFO : Epoch 1665 | loss: 0.0311005 | val_loss: 0.031179 | Time: 1202.33 ms [2022-03-07 00:51:15 main:574] : INFO : Epoch 1666 | loss: 0.0311046 | val_loss: 0.0311768 | Time: 1201.65 ms [2022-03-07 00:51:16 main:574] : INFO : Epoch 1667 | loss: 0.0311029 | val_loss: 0.0311678 | Time: 1199.15 ms [2022-03-07 00:51:17 main:574] : INFO : Epoch 1668 | loss: 0.0311049 | val_loss: 0.0311621 | Time: 1204.24 ms [2022-03-07 00:51:18 main:574] : INFO : Epoch 1669 | loss: 0.0310998 | val_loss: 0.0311715 | Time: 1204.09 ms [2022-03-07 00:51:20 main:574] : INFO : Epoch 1670 | loss: 0.0311009 | val_loss: 0.0311675 | Time: 1207.54 ms [2022-03-07 00:51:21 main:574] : INFO : Epoch 1671 | loss: 0.0310998 | val_loss: 0.0311695 | Time: 1213.11 ms [2022-03-07 00:51:22 main:574] : INFO : Epoch 1672 | loss: 0.0311008 | val_loss: 0.0311699 | Time: 1201.85 ms [2022-03-07 00:51:23 main:574] : INFO : Epoch 1673 | loss: 0.0311001 | val_loss: 0.0311738 | Time: 1200.87 ms [2022-03-07 00:51:24 main:574] : INFO : Epoch 1674 | loss: 0.0310987 | val_loss: 0.0311639 | Time: 1208.17 ms [2022-03-07 00:51:26 main:574] : INFO : Epoch 1675 | loss: 0.031101 | val_loss: 0.0311766 | Time: 1181.67 ms [2022-03-07 00:51:27 main:574] : INFO : Epoch 1676 | loss: 0.0311014 | val_loss: 0.0311788 | Time: 1200.1 ms [2022-03-07 00:51:28 main:574] : INFO : Epoch 1677 | loss: 0.0311007 | val_loss: 0.0311666 | Time: 1204.54 ms [2022-03-07 00:51:29 main:574] : INFO : Epoch 1678 | loss: 0.0310972 | val_loss: 0.0311687 | Time: 1208.24 ms [2022-03-07 00:51:30 main:574] : INFO : Epoch 1679 | loss: 0.0311002 | val_loss: 0.0311739 | Time: 1217.8 ms [2022-03-07 00:51:32 main:574] : INFO : Epoch 1680 | loss: 0.0310982 | val_loss: 0.0311669 | Time: 1214.42 ms [2022-03-07 00:51:33 main:574] : INFO : Epoch 1681 | loss: 0.0311132 | val_loss: 0.0311603 | Time: 1190.76 ms [2022-03-07 00:51:34 main:574] : INFO : Epoch 1682 | loss: 0.0311085 | val_loss: 0.0311688 | Time: 1215.18 ms [2022-03-07 00:51:35 main:574] : INFO : Epoch 1683 | loss: 0.0311011 | val_loss: 0.0311805 | Time: 1205.84 ms [2022-03-07 00:51:37 main:574] : INFO : Epoch 1684 | loss: 0.031098 | val_loss: 0.0311721 | Time: 1203.46 ms [2022-03-07 00:51:38 main:574] : INFO : Epoch 1685 | loss: 0.0310956 | val_loss: 0.0311755 | Time: 1205.02 ms [2022-03-07 00:51:39 main:574] : INFO : Epoch 1686 | loss: 0.0310972 | val_loss: 0.0311664 | Time: 1205.34 ms [2022-03-07 00:51:40 main:574] : INFO : Epoch 1687 | loss: 0.0311016 | val_loss: 0.0311715 | Time: 1184.72 ms [2022-03-07 00:51:41 main:574] : INFO : Epoch 1688 | loss: 0.0311012 | val_loss: 0.0311779 | Time: 1180.95 ms [2022-03-07 00:51:42 main:574] : INFO : Epoch 1689 | loss: 0.0311017 | val_loss: 0.0311854 | Time: 1200.89 ms [2022-03-07 00:51:44 main:574] : INFO : Epoch 1690 | loss: 0.0310982 | val_loss: 0.0311709 | Time: 1192.96 ms [2022-03-07 00:51:45 main:574] : INFO : Epoch 1691 | loss: 0.031095 | val_loss: 0.031173 | Time: 1200.56 ms [2022-03-07 00:51:46 main:574] : INFO : Epoch 1692 | loss: 0.0310947 | val_loss: 0.0311756 | Time: 1206.11 ms [2022-03-07 00:51:47 main:574] : INFO : Epoch 1693 | loss: 0.0311011 | val_loss: 0.0311731 | Time: 1202 ms [2022-03-07 00:51:48 main:574] : INFO : Epoch 1694 | loss: 0.0310987 | val_loss: 0.0311756 | Time: 1195.36 ms [2022-03-07 00:51:50 main:574] : INFO : Epoch 1695 | loss: 0.0310998 | val_loss: 0.0311857 | Time: 1201.02 ms [2022-03-07 00:51:51 main:574] : INFO : Epoch 1696 | loss: 0.0310961 | val_loss: 0.0311634 | Time: 1200.2 ms [2022-03-07 00:51:52 main:574] : INFO : Epoch 1697 | loss: 0.0310964 | val_loss: 0.0311829 | Time: 1207.6 ms [2022-03-07 00:51:53 main:574] : INFO : Epoch 1698 | loss: 0.0310925 | val_loss: 0.0311674 | Time: 1200.25 ms [2022-03-07 00:51:55 main:574] : INFO : Epoch 1699 | loss: 0.0310918 | val_loss: 0.0311746 | Time: 1195.48 ms [2022-03-07 00:51:56 main:574] : INFO : Epoch 1700 | loss: 0.0310922 | val_loss: 0.0311849 | Time: 1201.06 ms [2022-03-07 00:51:57 main:574] : INFO : Epoch 1701 | loss: 0.0310948 | val_loss: 0.0311771 | Time: 1211.74 ms [2022-03-07 00:51:58 main:574] : INFO : Epoch 1702 | loss: 0.0310974 | val_loss: 0.0311758 | Time: 1180.08 ms [2022-03-07 00:51:59 main:574] : INFO : Epoch 1703 | loss: 0.031095 | val_loss: 0.0311609 | Time: 1193.12 ms [2022-03-07 00:52:01 main:574] : INFO : Epoch 1704 | loss: 0.031098 | val_loss: 0.0311723 | Time: 1216.44 ms [2022-03-07 00:52:02 main:574] : INFO : Epoch 1705 | loss: 0.0310964 | val_loss: 0.0311769 | Time: 1219.57 ms [2022-03-07 00:52:03 main:574] : INFO : Epoch 1706 | loss: 0.0310929 | val_loss: 0.0311888 | Time: 1208.2 ms [2022-03-07 00:52:04 main:574] : INFO : Epoch 1707 | loss: 0.0310976 | val_loss: 0.0311832 | Time: 1211.53 ms [2022-03-07 00:52:05 main:574] : INFO : Epoch 1708 | loss: 0.0310993 | val_loss: 0.0311702 | Time: 1215.43 ms [2022-03-07 00:52:07 main:574] : INFO : Epoch 1709 | loss: 0.0310945 | val_loss: 0.0311638 | Time: 1215.21 ms [2022-03-07 00:52:08 main:574] : INFO : Epoch 1710 | loss: 0.0310919 | val_loss: 0.0311676 | Time: 1199.45 ms [2022-03-07 00:52:09 main:574] : INFO : Epoch 1711 | loss: 0.0310914 | val_loss: 0.0311944 | Time: 1206.96 ms [2022-03-07 00:52:10 main:574] : INFO : Epoch 1712 | loss: 0.0310938 | val_loss: 0.0311766 | Time: 1206.83 ms [2022-03-07 00:52:11 main:574] : INFO : Epoch 1713 | loss: 0.0310968 | val_loss: 0.031167 | Time: 1203.84 ms [2022-03-07 00:52:13 main:574] : INFO : Epoch 1714 | loss: 0.0310918 | val_loss: 0.0311873 | Time: 1209.43 ms [2022-03-07 00:52:14 main:574] : INFO : Epoch 1715 | loss: 0.0310915 | val_loss: 0.0311783 | Time: 1211.13 ms [2022-03-07 00:52:15 main:574] : INFO : Epoch 1716 | loss: 0.0310934 | val_loss: 0.0311792 | Time: 1216.3 ms [2022-03-07 00:52:16 main:574] : INFO : Epoch 1717 | loss: 0.0310883 | val_loss: 0.0311785 | Time: 1196.91 ms [2022-03-07 00:52:17 main:574] : INFO : Epoch 1718 | loss: 0.031093 | val_loss: 0.0311662 | Time: 1213.36 ms [2022-03-07 00:52:19 main:574] : INFO : Epoch 1719 | loss: 0.0310961 | val_loss: 0.0311829 | Time: 1196.75 ms [2022-03-07 00:52:20 main:574] : INFO : Epoch 1720 | loss: 0.0310918 | val_loss: 0.0311805 | Time: 1188.83 ms [2022-03-07 00:52:21 main:574] : INFO : Epoch 1721 | loss: 0.0310948 | val_loss: 0.0311854 | Time: 1206.12 ms [2022-03-07 00:52:22 main:574] : INFO : Epoch 1722 | loss: 0.0310902 | val_loss: 0.0311781 | Time: 1207.24 ms [2022-03-07 00:52:23 main:574] : INFO : Epoch 1723 | loss: 0.0310871 | val_loss: 0.0311804 | Time: 1204.26 ms [2022-03-07 00:52:25 main:574] : INFO : Epoch 1724 | loss: 0.0310929 | val_loss: 0.0311692 | Time: 1209.65 ms [2022-03-07 00:52:26 main:574] : INFO : Epoch 1725 | loss: 0.0310954 | val_loss: 0.0311798 | Time: 1186.32 ms [2022-03-07 00:52:27 main:574] : INFO : Epoch 1726 | loss: 0.0310901 | val_loss: 0.0311813 | Time: 1209.42 ms [2022-03-07 00:52:28 main:574] : INFO : Epoch 1727 | loss: 0.0310903 | val_loss: 0.0311741 | Time: 1212.3 ms [2022-03-07 00:52:29 main:574] : INFO : Epoch 1728 | loss: 0.0310875 | val_loss: 0.0311862 | Time: 1196.08 ms [2022-03-07 00:52:31 main:574] : INFO : Epoch 1729 | loss: 0.0310861 | val_loss: 0.03119 | Time: 1201.5 ms [2022-03-07 00:52:32 main:574] : INFO : Epoch 1730 | loss: 0.0310964 | val_loss: 0.0311789 | Time: 1213.81 ms [2022-03-07 00:52:33 main:574] : INFO : Epoch 1731 | loss: 0.0311002 | val_loss: 0.031172 | Time: 1198.81 ms [2022-03-07 00:52:34 main:574] : INFO : Epoch 1732 | loss: 0.0310959 | val_loss: 0.0311932 | Time: 1217.19 ms [2022-03-07 00:52:36 main:574] : INFO : Epoch 1733 | loss: 0.0310925 | val_loss: 0.0311843 | Time: 1199.02 ms [2022-03-07 00:52:37 main:574] : INFO : Epoch 1734 | loss: 0.0310904 | val_loss: 0.031173 | Time: 1226.34 ms [2022-03-07 00:52:38 main:574] : INFO : Epoch 1735 | loss: 0.0310895 | val_loss: 0.0311722 | Time: 1211.15 ms [2022-03-07 00:52:39 main:574] : INFO : Epoch 1736 | loss: 0.0310916 | val_loss: 0.0311977 | Time: 1199.29 ms [2022-03-07 00:52:40 main:574] : INFO : Epoch 1737 | loss: 0.031096 | val_loss: 0.0311711 | Time: 1202.32 ms [2022-03-07 00:52:42 main:574] : INFO : Epoch 1738 | loss: 0.0310948 | val_loss: 0.0311808 | Time: 1210.37 ms [2022-03-07 00:52:43 main:574] : INFO : Epoch 1739 | loss: 0.0310905 | val_loss: 0.0311755 | Time: 1207.6 ms [2022-03-07 00:52:44 main:574] : INFO : Epoch 1740 | loss: 0.0310953 | val_loss: 0.0311669 | Time: 1217.8 ms [2022-03-07 00:52:45 main:574] : INFO : Epoch 1741 | loss: 0.0311034 | val_loss: 0.0311736 | Time: 1208.67 ms [2022-03-07 00:52:46 main:574] : INFO : Epoch 1742 | loss: 0.031092 | val_loss: 0.0311739 | Time: 1213.49 ms [2022-03-07 00:52:48 main:574] : INFO : Epoch 1743 | loss: 0.031088 | val_loss: 0.0311923 | Time: 1201.69 ms [2022-03-07 00:52:49 main:574] : INFO : Epoch 1744 | loss: 0.0310879 | val_loss: 0.0311784 | Time: 1201.59 ms [2022-03-07 00:52:50 main:574] : INFO : Epoch 1745 | loss: 0.0310896 | val_loss: 0.0311801 | Time: 1214.91 ms [2022-03-07 00:52:51 main:574] : INFO : Epoch 1746 | loss: 0.0310912 | val_loss: 0.0311819 | Time: 1198.19 ms [2022-03-07 00:52:52 main:574] : INFO : Epoch 1747 | loss: 0.0310965 | val_loss: 0.0311802 | Time: 1222.82 ms [2022-03-07 00:52:54 main:574] : INFO : Epoch 1748 | loss: 0.0310862 | val_loss: 0.0311778 | Time: 1189.36 ms [2022-03-07 00:52:55 main:574] : INFO : Epoch 1749 | loss: 0.0310846 | val_loss: 0.0311875 | Time: 1209.24 ms [2022-03-07 00:52:56 main:574] : INFO : Epoch 1750 | loss: 0.0310849 | val_loss: 0.03119 | Time: 1199.94 ms [2022-03-07 00:52:57 main:574] : INFO : Epoch 1751 | loss: 0.0310869 | val_loss: 0.0311724 | Time: 1209.88 ms [2022-03-07 00:52:58 main:574] : INFO : Epoch 1752 | loss: 0.0310953 | val_loss: 0.0311709 | Time: 1195.35 ms [2022-03-07 00:53:00 main:574] : INFO : Epoch 1753 | loss: 0.0310851 | val_loss: 0.0311964 | Time: 1203.17 ms [2022-03-07 00:53:01 main:574] : INFO : Epoch 1754 | loss: 0.0310882 | val_loss: 0.0311832 | Time: 1194.37 ms [2022-03-07 00:53:02 main:574] : INFO : Epoch 1755 | loss: 0.0310874 | val_loss: 0.0311981 | Time: 1203.9 ms [2022-03-07 00:53:03 main:574] : INFO : Epoch 1756 | loss: 0.031094 | val_loss: 0.0311815 | Time: 1180.83 ms [2022-03-07 00:53:04 main:574] : INFO : Epoch 1757 | loss: 0.0310922 | val_loss: 0.0311775 | Time: 1225 ms [2022-03-07 00:53:06 main:574] : INFO : Epoch 1758 | loss: 0.0310903 | val_loss: 0.031182 | Time: 1191.92 ms [2022-03-07 00:53:07 main:574] : INFO : Epoch 1759 | loss: 0.0310866 | val_loss: 0.0311919 | Time: 1214.28 ms [2022-03-07 00:53:08 main:574] : INFO : Epoch 1760 | loss: 0.0310851 | val_loss: 0.0311955 | Time: 1219.28 ms [2022-03-07 00:53:09 main:574] : INFO : Epoch 1761 | loss: 0.0310854 | val_loss: 0.0311746 | Time: 1207.3 ms [2022-03-07 00:53:11 main:574] : INFO : Epoch 1762 | loss: 0.0310841 | val_loss: 0.0311976 | Time: 1213.4 ms [2022-03-07 00:53:12 main:574] : INFO : Epoch 1763 | loss: 0.0310857 | val_loss: 0.0311945 | Time: 1184.1 ms [2022-03-07 00:53:13 main:574] : INFO : Epoch 1764 | loss: 0.0310904 | val_loss: 0.0311776 | Time: 1206.43 ms [2022-03-07 00:53:14 main:574] : INFO : Epoch 1765 | loss: 0.0310856 | val_loss: 0.0311892 | Time: 1219.97 ms [2022-03-07 00:53:15 main:574] : INFO : Epoch 1766 | loss: 0.0310829 | val_loss: 0.0311842 | Time: 1219.42 ms [2022-03-07 00:53:17 main:574] : INFO : Epoch 1767 | loss: 0.0310846 | val_loss: 0.0311834 | Time: 1199.4 ms [2022-03-07 00:53:18 main:574] : INFO : Epoch 1768 | loss: 0.0310851 | val_loss: 0.0311777 | Time: 1199.4 ms [2022-03-07 00:53:19 main:574] : INFO : Epoch 1769 | loss: 0.0310873 | val_loss: 0.0311824 | Time: 1196.41 ms [2022-03-07 00:53:20 main:574] : INFO : Epoch 1770 | loss: 0.0310856 | val_loss: 0.0311833 | Time: 1212.42 ms [2022-03-07 00:53:21 main:574] : INFO : Epoch 1771 | loss: 0.0310827 | val_loss: 0.031189 | Time: 1202.31 ms [2022-03-07 00:53:23 main:574] : INFO : Epoch 1772 | loss: 0.0310816 | val_loss: 0.0311881 | Time: 1210.46 ms [2022-03-07 00:53:24 main:574] : INFO : Epoch 1773 | loss: 0.0310877 | val_loss: 0.0311837 | Time: 1196.88 ms [2022-03-07 00:53:25 main:574] : INFO : Epoch 1774 | loss: 0.0310846 | val_loss: 0.0311964 | Time: 1192.87 ms [2022-03-07 00:53:26 main:574] : INFO : Epoch 1775 | loss: 0.0310875 | val_loss: 0.0311833 | Time: 1207.83 ms [2022-03-07 00:53:27 main:574] : INFO : Epoch 1776 | loss: 0.0310839 | val_loss: 0.0311815 | Time: 1218.34 ms [2022-03-07 00:53:29 main:574] : INFO : Epoch 1777 | loss: 0.0310826 | val_loss: 0.0311847 | Time: 1208.17 ms [2022-03-07 00:53:30 main:574] : INFO : Epoch 1778 | loss: 0.0310871 | val_loss: 0.0311841 | Time: 1211.06 ms [2022-03-07 00:53:31 main:574] : INFO : Epoch 1779 | loss: 0.0310855 | val_loss: 0.0311951 | Time: 1185.72 ms [2022-03-07 00:53:32 main:574] : INFO : Epoch 1780 | loss: 0.0310882 | val_loss: 0.0311751 | Time: 1220.44 ms [2022-03-07 00:53:33 main:574] : INFO : Epoch 1781 | loss: 0.0310844 | val_loss: 0.0311837 | Time: 1190.01 ms [2022-03-07 00:53:35 main:574] : INFO : Epoch 1782 | loss: 0.0310848 | val_loss: 0.0311847 | Time: 1216.45 ms [2022-03-07 00:53:36 main:574] : INFO : Epoch 1783 | loss: 0.0310857 | val_loss: 0.0311829 | Time: 1197.45 ms [2022-03-07 00:53:37 main:574] : INFO : Epoch 1784 | loss: 0.0310837 | val_loss: 0.0311775 | Time: 1195.1 ms [2022-03-07 00:53:38 main:574] : INFO : Epoch 1785 | loss: 0.0310848 | val_loss: 0.0311856 | Time: 1203.6 ms [2022-03-07 00:53:39 main:574] : INFO : Epoch 1786 | loss: 0.0310878 | val_loss: 0.0311861 | Time: 1217.04 ms [2022-03-07 00:53:41 main:574] : INFO : Epoch 1787 | loss: 0.0310892 | val_loss: 0.0311981 | Time: 1210.46 ms [2022-03-07 00:53:42 main:574] : INFO : Epoch 1788 | loss: 0.0310872 | val_loss: 0.0311747 | Time: 1206.82 ms [2022-03-07 00:53:43 main:574] : INFO : Epoch 1789 | loss: 0.0310822 | val_loss: 0.031195 | Time: 1206.81 ms [2022-03-07 00:53:44 main:574] : INFO : Epoch 1790 | loss: 0.0310849 | val_loss: 0.0311842 | Time: 1202.45 ms [2022-03-07 00:53:46 main:574] : INFO : Epoch 1791 | loss: 0.031085 | val_loss: 0.0311883 | Time: 1212.81 ms [2022-03-07 00:53:47 main:574] : INFO : Epoch 1792 | loss: 0.0310833 | val_loss: 0.0311874 | Time: 1207.16 ms [2022-03-07 00:53:48 main:574] : INFO : Epoch 1793 | loss: 0.0310789 | val_loss: 0.0311841 | Time: 1200.88 ms [2022-03-07 00:53:49 main:574] : INFO : Epoch 1794 | loss: 0.0310808 | val_loss: 0.0311965 | Time: 1210.05 ms [2022-03-07 00:53:50 main:574] : INFO : Epoch 1795 | loss: 0.0310817 | val_loss: 0.03118 | Time: 1217.94 ms [2022-03-07 00:53:52 main:574] : INFO : Epoch 1796 | loss: 0.0310802 | val_loss: 0.0311925 | Time: 1197.53 ms [2022-03-07 00:53:53 main:574] : INFO : Epoch 1797 | loss: 0.0310785 | val_loss: 0.0311821 | Time: 1202.08 ms [2022-03-07 00:53:54 main:574] : INFO : Epoch 1798 | loss: 0.0310801 | val_loss: 0.0311873 | Time: 1195.81 ms [2022-03-07 00:53:55 main:574] : INFO : Epoch 1799 | loss: 0.0310801 | val_loss: 0.031184 | Time: 1207.66 ms [2022-03-07 00:53:56 main:574] : INFO : Epoch 1800 | loss: 0.0310814 | val_loss: 0.0311951 | Time: 1210.39 ms [2022-03-07 00:53:58 main:574] : INFO : Epoch 1801 | loss: 0.031083 | val_loss: 0.0311947 | Time: 1198.83 ms [2022-03-07 00:53:59 main:574] : INFO : Epoch 1802 | loss: 0.03108 | val_loss: 0.0311776 | Time: 1185.63 ms [2022-03-07 00:54:00 main:574] : INFO : Epoch 1803 | loss: 0.0310888 | val_loss: 0.0311765 | Time: 1196.67 ms [2022-03-07 00:54:01 main:574] : INFO : Epoch 1804 | loss: 0.0310843 | val_loss: 0.0312066 | Time: 1195.65 ms [2022-03-07 00:54:02 main:574] : INFO : Epoch 1805 | loss: 0.0310801 | val_loss: 0.0311864 | Time: 1185.94 ms [2022-03-07 00:54:04 main:574] : INFO : Epoch 1806 | loss: 0.0310798 | val_loss: 0.0311809 | Time: 1212.43 ms [2022-03-07 00:54:05 main:574] : INFO : Epoch 1807 | loss: 0.0310778 | val_loss: 0.0311874 | Time: 1211.62 ms [2022-03-07 00:54:06 main:574] : INFO : Epoch 1808 | loss: 0.0310838 | val_loss: 0.0311797 | Time: 1211.51 ms [2022-03-07 00:54:07 main:574] : INFO : Epoch 1809 | loss: 0.0310926 | val_loss: 0.0311729 | Time: 1194.19 ms [2022-03-07 00:54:08 main:574] : INFO : Epoch 1810 | loss: 0.0310869 | val_loss: 0.0311805 | Time: 1211.73 ms [2022-03-07 00:54:10 main:574] : INFO : Epoch 1811 | loss: 0.031086 | val_loss: 0.0311926 | Time: 1207.95 ms [2022-03-07 00:54:11 main:574] : INFO : Epoch 1812 | loss: 0.0310797 | val_loss: 0.0311898 | Time: 1205.13 ms [2022-03-07 00:54:12 main:574] : INFO : Epoch 1813 | loss: 0.0310823 | val_loss: 0.0311775 | Time: 1211.08 ms [2022-03-07 00:54:13 main:574] : INFO : Epoch 1814 | loss: 0.031077 | val_loss: 0.0312078 | Time: 1190.34 ms [2022-03-07 00:54:14 main:574] : INFO : Epoch 1815 | loss: 0.0310799 | val_loss: 0.0311805 | Time: 1215.17 ms [2022-03-07 00:54:16 main:574] : INFO : Epoch 1816 | loss: 0.031083 | val_loss: 0.0311848 | Time: 1198.34 ms [2022-03-07 00:54:17 main:574] : INFO : Epoch 1817 | loss: 0.0310784 | val_loss: 0.0312014 | Time: 1202.9 ms [2022-03-07 00:54:18 main:574] : INFO : Epoch 1818 | loss: 0.0310753 | val_loss: 0.0311857 | Time: 1199.41 ms [2022-03-07 00:54:19 main:574] : INFO : Epoch 1819 | loss: 0.0310725 | val_loss: 0.0311821 | Time: 1192.1 ms [2022-03-07 00:54:20 main:574] : INFO : Epoch 1820 | loss: 0.0310847 | val_loss: 0.0311894 | Time: 1195.21 ms [2022-03-07 00:54:22 main:574] : INFO : Epoch 1821 | loss: 0.0310844 | val_loss: 0.0311997 | Time: 1205.06 ms [2022-03-07 00:54:23 main:574] : INFO : Epoch 1822 | loss: 0.0310737 | val_loss: 0.0311852 | Time: 1220.06 ms [2022-03-07 00:54:24 main:574] : INFO : Epoch 1823 | loss: 0.0310772 | val_loss: 0.0311849 | Time: 1206.03 ms [2022-03-07 00:54:25 main:574] : INFO : Epoch 1824 | loss: 0.0310765 | val_loss: 0.0311974 | Time: 1220.48 ms [2022-03-07 00:54:26 main:574] : INFO : Epoch 1825 | loss: 0.0310737 | val_loss: 0.0311901 | Time: 1204.62 ms [2022-03-07 00:54:28 main:574] : INFO : Epoch 1826 | loss: 0.0310731 | val_loss: 0.031185 | Time: 1213.77 ms [2022-03-07 00:54:29 main:574] : INFO : Epoch 1827 | loss: 0.0310822 | val_loss: 0.0311789 | Time: 1214.38 ms [2022-03-07 00:54:30 main:574] : INFO : Epoch 1828 | loss: 0.0310785 | val_loss: 0.0311971 | Time: 1202.88 ms [2022-03-07 00:54:31 main:574] : INFO : Epoch 1829 | loss: 0.0310836 | val_loss: 0.0311875 | Time: 1203.52 ms [2022-03-07 00:54:33 main:574] : INFO : Epoch 1830 | loss: 0.0310802 | val_loss: 0.0311992 | Time: 1204.26 ms [2022-03-07 00:54:34 main:574] : INFO : Epoch 1831 | loss: 0.031079 | val_loss: 0.031178 | Time: 1201.05 ms [2022-03-07 00:54:35 main:574] : INFO : Epoch 1832 | loss: 0.0310833 | val_loss: 0.0312006 | Time: 1197.21 ms [2022-03-07 00:54:36 main:574] : INFO : Epoch 1833 | loss: 0.0310805 | val_loss: 0.0312202 | Time: 1203.32 ms [2022-03-07 00:54:37 main:574] : INFO : Epoch 1834 | loss: 0.0310796 | val_loss: 0.0311806 | Time: 1215.43 ms [2022-03-07 00:54:39 main:574] : INFO : Epoch 1835 | loss: 0.0310792 | val_loss: 0.0311992 | Time: 1199.1 ms [2022-03-07 00:54:40 main:574] : INFO : Epoch 1836 | loss: 0.0310843 | val_loss: 0.031201 | Time: 1198.03 ms [2022-03-07 00:54:41 main:574] : INFO : Epoch 1837 | loss: 0.0310804 | val_loss: 0.0312023 | Time: 1194.2 ms [2022-03-07 00:54:42 main:574] : INFO : Epoch 1838 | loss: 0.0310871 | val_loss: 0.0312048 | Time: 1182.28 ms [2022-03-07 00:54:43 main:574] : INFO : Epoch 1839 | loss: 0.0312854 | val_loss: 0.0332026 | Time: 1216.49 ms [2022-03-07 00:54:45 main:574] : INFO : Epoch 1840 | loss: 0.0511904 | val_loss: 0.032947 | Time: 1193.26 ms [2022-03-07 00:54:46 main:574] : INFO : Epoch 1841 | loss: 0.0327274 | val_loss: 0.0314718 | Time: 1195.04 ms [2022-03-07 00:54:47 main:574] : INFO : Epoch 1842 | loss: 0.0315617 | val_loss: 0.0314039 | Time: 1195.82 ms [2022-03-07 00:54:48 main:574] : INFO : Epoch 1843 | loss: 0.031294 | val_loss: 0.0312754 | Time: 1216.49 ms [2022-03-07 00:54:49 main:574] : INFO : Epoch 1844 | loss: 0.0312545 | val_loss: 0.0312485 | Time: 1228.12 ms [2022-03-07 00:54:51 main:574] : INFO : Epoch 1845 | loss: 0.0312461 | val_loss: 0.031244 | Time: 1192.7 ms [2022-03-07 00:54:52 main:574] : INFO : Epoch 1846 | loss: 0.031243 | val_loss: 0.0312428 | Time: 1218.96 ms [2022-03-07 00:54:53 main:574] : INFO : Epoch 1847 | loss: 0.0312419 | val_loss: 0.0312414 | Time: 1204.76 ms [2022-03-07 00:54:54 main:574] : INFO : Epoch 1848 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 1209.88 ms [2022-03-07 00:54:56 main:574] : INFO : Epoch 1849 | loss: 0.0312395 | val_loss: 0.0312391 | Time: 1218.12 ms [2022-03-07 00:54:57 main:574] : INFO : Epoch 1850 | loss: 0.0312381 | val_loss: 0.0312379 | Time: 1188.68 ms [2022-03-07 00:54:58 main:574] : INFO : Epoch 1851 | loss: 0.0312368 | val_loss: 0.0312363 | Time: 1201.34 ms [2022-03-07 00:54:59 main:574] : INFO : Epoch 1852 | loss: 0.0312351 | val_loss: 0.0312348 | Time: 1214.84 ms [2022-03-07 00:55:00 main:574] : INFO : Epoch 1853 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 1206.82 ms [2022-03-07 00:55:02 main:574] : INFO : Epoch 1854 | loss: 0.0312325 | val_loss: 0.0312323 | Time: 1199.41 ms [2022-03-07 00:55:03 main:574] : INFO : Epoch 1855 | loss: 0.0312312 | val_loss: 0.031231 | Time: 1203.52 ms [2022-03-07 00:55:04 main:574] : INFO : Epoch 1856 | loss: 0.0312303 | val_loss: 0.03123 | Time: 1212.2 ms [2022-03-07 00:55:05 main:574] : INFO : Epoch 1857 | loss: 0.0312293 | val_loss: 0.0312298 | Time: 1210.95 ms [2022-03-07 00:55:06 main:574] : INFO : Epoch 1858 | loss: 0.0312284 | val_loss: 0.0312283 | Time: 1178.77 ms [2022-03-07 00:55:08 main:574] : INFO : Epoch 1859 | loss: 0.0312272 | val_loss: 0.0312269 | Time: 1209.87 ms [2022-03-07 00:55:09 main:574] : INFO : Epoch 1860 | loss: 0.0312263 | val_loss: 0.0312269 | Time: 1203.47 ms [2022-03-07 00:55:10 main:574] : INFO : Epoch 1861 | loss: 0.0312259 | val_loss: 0.0312257 | Time: 1200.92 ms [2022-03-07 00:55:11 main:574] : INFO : Epoch 1862 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 1194.65 ms [2022-03-07 00:55:12 main:574] : INFO : Epoch 1863 | loss: 0.0312239 | val_loss: 0.0312231 | Time: 1191.09 ms [2022-03-07 00:55:14 main:574] : INFO : Epoch 1864 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 1204.61 ms [2022-03-07 00:55:15 main:574] : INFO : Epoch 1865 | loss: 0.0312225 | val_loss: 0.031222 | Time: 1192.45 ms [2022-03-07 00:55:16 main:574] : INFO : Epoch 1866 | loss: 0.0312218 | val_loss: 0.0312213 | Time: 1193.42 ms [2022-03-07 00:55:17 main:574] : INFO : Epoch 1867 | loss: 0.0312218 | val_loss: 0.0312211 | Time: 1203.31 ms [2022-03-07 00:55:18 main:574] : INFO : Epoch 1868 | loss: 0.0312213 | val_loss: 0.0312213 | Time: 1189.31 ms [2022-03-07 00:55:20 main:574] : INFO : Epoch 1869 | loss: 0.0312208 | val_loss: 0.0312195 | Time: 1220.35 ms [2022-03-07 00:55:21 main:574] : INFO : Epoch 1870 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 1211.31 ms [2022-03-07 00:55:22 main:574] : INFO : Epoch 1871 | loss: 0.0312198 | val_loss: 0.0312182 | Time: 1190.41 ms [2022-03-07 00:55:23 main:574] : INFO : Epoch 1872 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 1214.83 ms [2022-03-07 00:55:24 main:574] : INFO : Epoch 1873 | loss: 0.0312177 | val_loss: 0.0312161 | Time: 1186.45 ms [2022-03-07 00:55:26 main:574] : INFO : Epoch 1874 | loss: 0.0312169 | val_loss: 0.031215 | Time: 1207.78 ms [2022-03-07 00:55:27 main:574] : INFO : Epoch 1875 | loss: 0.0312156 | val_loss: 0.0312139 | Time: 1196.93 ms [2022-03-07 00:55:28 main:574] : INFO : Epoch 1876 | loss: 0.0312149 | val_loss: 0.0312139 | Time: 1198.22 ms [2022-03-07 00:55:29 main:574] : INFO : Epoch 1877 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 1197.05 ms [2022-03-07 00:55:30 main:574] : INFO : Epoch 1878 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 1202.44 ms [2022-03-07 00:55:32 main:574] : INFO : Epoch 1879 | loss: 0.031214 | val_loss: 0.0312133 | Time: 1210.17 ms [2022-03-07 00:55:33 main:574] : INFO : Epoch 1880 | loss: 0.0312137 | val_loss: 0.0312116 | Time: 1212.17 ms [2022-03-07 00:55:34 main:574] : INFO : Epoch 1881 | loss: 0.0312123 | val_loss: 0.031211 | Time: 1210.9 ms [2022-03-07 00:55:35 main:574] : INFO : Epoch 1882 | loss: 0.0312112 | val_loss: 0.0312093 | Time: 1198.87 ms [2022-03-07 00:55:36 main:574] : INFO : Epoch 1883 | loss: 0.0312105 | val_loss: 0.0312086 | Time: 1203.69 ms [2022-03-07 00:55:38 main:574] : INFO : Epoch 1884 | loss: 0.0312108 | val_loss: 0.0312102 | Time: 1215.19 ms [2022-03-07 00:55:39 main:574] : INFO : Epoch 1885 | loss: 0.0312105 | val_loss: 0.031208 | Time: 1218.41 ms [2022-03-07 00:55:40 main:574] : INFO : Epoch 1886 | loss: 0.0312091 | val_loss: 0.0312073 | Time: 1198.89 ms [2022-03-07 00:55:41 main:574] : INFO : Epoch 1887 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 1207.48 ms [2022-03-07 00:55:42 main:574] : INFO : Epoch 1888 | loss: 0.0312083 | val_loss: 0.031206 | Time: 1196.78 ms [2022-03-07 00:55:44 main:574] : INFO : Epoch 1889 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 1204.59 ms [2022-03-07 00:55:45 main:574] : INFO : Epoch 1890 | loss: 0.0312075 | val_loss: 0.0312052 | Time: 1203.2 ms [2022-03-07 00:55:46 main:574] : INFO : Epoch 1891 | loss: 0.0312058 | val_loss: 0.0312058 | Time: 1230.03 ms [2022-03-07 00:55:47 main:574] : INFO : Epoch 1892 | loss: 0.0312055 | val_loss: 0.0312041 | Time: 1217.98 ms [2022-03-07 00:55:49 main:574] : INFO : Epoch 1893 | loss: 0.0312052 | val_loss: 0.031204 | Time: 1192.35 ms [2022-03-07 00:55:50 main:574] : INFO : Epoch 1894 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 1208.49 ms [2022-03-07 00:55:51 main:574] : INFO : Epoch 1895 | loss: 0.0312026 | val_loss: 0.0311995 | Time: 1180.83 ms [2022-03-07 00:55:52 main:574] : INFO : Epoch 1896 | loss: 0.031201 | val_loss: 0.0311986 | Time: 1182.23 ms [2022-03-07 00:55:53 main:574] : INFO : Epoch 1897 | loss: 0.0311998 | val_loss: 0.0311977 | Time: 1213.22 ms [2022-03-07 00:55:55 main:574] : INFO : Epoch 1898 | loss: 0.0311991 | val_loss: 0.0311984 | Time: 1216.68 ms [2022-03-07 00:55:56 main:574] : INFO : Epoch 1899 | loss: 0.0311988 | val_loss: 0.031197 | Time: 1207.92 ms [2022-03-07 00:55:57 main:574] : INFO : Epoch 1900 | loss: 0.031199 | val_loss: 0.0311972 | Time: 1207.31 ms [2022-03-07 00:55:58 main:574] : INFO : Epoch 1901 | loss: 0.0311989 | val_loss: 0.0311953 | Time: 1205.71 ms [2022-03-07 00:55:59 main:574] : INFO : Epoch 1902 | loss: 0.031196 | val_loss: 0.0311942 | Time: 1199.34 ms [2022-03-07 00:56:01 main:574] : INFO : Epoch 1903 | loss: 0.0311951 | val_loss: 0.0311937 | Time: 1188.48 ms [2022-03-07 00:56:02 main:574] : INFO : Epoch 1904 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 1203.76 ms [2022-03-07 00:56:03 main:574] : INFO : Epoch 1905 | loss: 0.0311941 | val_loss: 0.0311926 | Time: 1203.61 ms [2022-03-07 00:56:04 main:574] : INFO : Epoch 1906 | loss: 0.0311932 | val_loss: 0.0311916 | Time: 1193.35 ms [2022-03-07 00:56:05 main:574] : INFO : Epoch 1907 | loss: 0.0311921 | val_loss: 0.0311901 | Time: 1215.82 ms [2022-03-07 00:56:07 main:574] : INFO : Epoch 1908 | loss: 0.0311918 | val_loss: 0.0311892 | Time: 1216.87 ms [2022-03-07 00:56:08 main:574] : INFO : Epoch 1909 | loss: 0.0311911 | val_loss: 0.0311878 | Time: 1209.3 ms [2022-03-07 00:56:09 main:574] : INFO : Epoch 1910 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 1199.86 ms [2022-03-07 00:56:10 main:574] : INFO : Epoch 1911 | loss: 0.0311905 | val_loss: 0.0311903 | Time: 1206.49 ms [2022-03-07 00:56:11 main:574] : INFO : Epoch 1912 | loss: 0.0311893 | val_loss: 0.0311859 | Time: 1215.73 ms [2022-03-07 00:56:13 main:574] : INFO : Epoch 1913 | loss: 0.0311895 | val_loss: 0.031192 | Time: 1190.27 ms [2022-03-07 00:56:14 main:574] : INFO : Epoch 1914 | loss: 0.0311875 | val_loss: 0.031185 | Time: 1207.24 ms [2022-03-07 00:56:15 main:574] : INFO : Epoch 1915 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 1210.78 ms [2022-03-07 00:56:16 main:574] : INFO : Epoch 1916 | loss: 0.0311878 | val_loss: 0.0311837 | Time: 1197.11 ms [2022-03-07 00:56:17 main:574] : INFO : Epoch 1917 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 1211.16 ms [2022-03-07 00:56:19 main:574] : INFO : Epoch 1918 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 1203.6 ms [2022-03-07 00:56:20 main:574] : INFO : Epoch 1919 | loss: 0.0311857 | val_loss: 0.0311856 | Time: 1216.47 ms [2022-03-07 00:56:21 main:574] : INFO : Epoch 1920 | loss: 0.031185 | val_loss: 0.0311821 | Time: 1188.92 ms [2022-03-07 00:56:22 main:574] : INFO : Epoch 1921 | loss: 0.0311858 | val_loss: 0.0311907 | Time: 1201.14 ms [2022-03-07 00:56:23 main:574] : INFO : Epoch 1922 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 1219.67 ms [2022-03-07 00:56:25 main:574] : INFO : Epoch 1923 | loss: 0.031184 | val_loss: 0.0311834 | Time: 1198.88 ms [2022-03-07 00:56:26 main:574] : INFO : Epoch 1924 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 1200.16 ms [2022-03-07 00:56:27 main:574] : INFO : Epoch 1925 | loss: 0.0311824 | val_loss: 0.0311808 | Time: 1182.66 ms [2022-03-07 00:56:28 main:574] : INFO : Epoch 1926 | loss: 0.0311816 | val_loss: 0.0311793 | Time: 1196.64 ms [2022-03-07 00:56:29 main:574] : INFO : Epoch 1927 | loss: 0.0311829 | val_loss: 0.0311795 | Time: 1213.66 ms [2022-03-07 00:56:31 main:574] : INFO : Epoch 1928 | loss: 0.031183 | val_loss: 0.0311845 | Time: 1195.19 ms [2022-03-07 00:56:32 main:574] : INFO : Epoch 1929 | loss: 0.0311871 | val_loss: 0.0311789 | Time: 1192.8 ms [2022-03-07 00:56:33 main:574] : INFO : Epoch 1930 | loss: 0.0311805 | val_loss: 0.0311781 | Time: 1195.95 ms [2022-03-07 00:56:34 main:574] : INFO : Epoch 1931 | loss: 0.0311826 | val_loss: 0.0311774 | Time: 1217.22 ms [2022-03-07 00:56:35 main:574] : INFO : Epoch 1932 | loss: 0.0311838 | val_loss: 0.031177 | Time: 1204.85 ms [2022-03-07 00:56:37 main:574] : INFO : Epoch 1933 | loss: 0.03118 | val_loss: 0.0311775 | Time: 1212.61 ms [2022-03-07 00:56:38 main:574] : INFO : Epoch 1934 | loss: 0.0311857 | val_loss: 0.0311831 | Time: 1236.94 ms [2022-03-07 00:56:39 main:574] : INFO : Epoch 1935 | loss: 0.0311823 | val_loss: 0.0311766 | Time: 1210.69 ms [2022-03-07 00:56:40 main:574] : INFO : Epoch 1936 | loss: 0.0311807 | val_loss: 0.0311776 | Time: 1184.05 ms [2022-03-07 00:56:42 main:574] : INFO : Epoch 1937 | loss: 0.0311941 | val_loss: 0.0311944 | Time: 1205.88 ms [2022-03-07 00:56:43 main:574] : INFO : Epoch 1938 | loss: 0.0311885 | val_loss: 0.0311787 | Time: 1203.05 ms [2022-03-07 00:56:44 main:574] : INFO : Epoch 1939 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 1205.75 ms [2022-03-07 00:56:45 main:574] : INFO : Epoch 1940 | loss: 0.0311789 | val_loss: 0.0311751 | Time: 1183.82 ms [2022-03-07 00:56:46 main:574] : INFO : Epoch 1941 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 1210.46 ms [2022-03-07 00:56:48 main:574] : INFO : Epoch 1942 | loss: 0.0311771 | val_loss: 0.031174 | Time: 1204.53 ms [2022-03-07 00:56:49 main:574] : INFO : Epoch 1943 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 1189.19 ms [2022-03-07 00:56:50 main:574] : INFO : Epoch 1944 | loss: 0.0311798 | val_loss: 0.0311735 | Time: 1200.49 ms [2022-03-07 00:56:51 main:574] : INFO : Epoch 1945 | loss: 0.0311756 | val_loss: 0.0311729 | Time: 1205.27 ms [2022-03-07 00:56:52 main:574] : INFO : Epoch 1946 | loss: 0.0311736 | val_loss: 0.0311735 | Time: 1210.31 ms [2022-03-07 00:56:54 main:574] : INFO : Epoch 1947 | loss: 0.0311736 | val_loss: 0.0311722 | Time: 1214.9 ms [2022-03-07 00:56:55 main:574] : INFO : Epoch 1948 | loss: 0.0311728 | val_loss: 0.0311725 | Time: 1207.03 ms [2022-03-07 00:56:56 main:574] : INFO : Epoch 1949 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1222.51 ms [2022-03-07 00:56:57 main:574] : INFO : Epoch 1950 | loss: 0.0311751 | val_loss: 0.0311709 | Time: 1181.76 ms [2022-03-07 00:56:58 main:574] : INFO : Epoch 1951 | loss: 0.0311725 | val_loss: 0.0311715 | Time: 1192.28 ms [2022-03-07 00:57:00 main:574] : INFO : Epoch 1952 | loss: 0.0311759 | val_loss: 0.0311946 | Time: 1210.63 ms [2022-03-07 00:57:01 main:574] : INFO : Epoch 1953 | loss: 0.031177 | val_loss: 0.0311729 | Time: 1210.13 ms [2022-03-07 00:57:02 main:574] : INFO : Epoch 1954 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 1208.77 ms [2022-03-07 00:57:03 main:574] : INFO : Epoch 1955 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 1201.13 ms [2022-03-07 00:57:04 main:574] : INFO : Epoch 1956 | loss: 0.0311728 | val_loss: 0.0311732 | Time: 1212.02 ms [2022-03-07 00:57:06 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 1202.15 ms [2022-03-07 00:57:07 main:574] : INFO : Epoch 1958 | loss: 0.0311766 | val_loss: 0.0311712 | Time: 1214.74 ms [2022-03-07 00:57:08 main:574] : INFO : Epoch 1959 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 1214.55 ms [2022-03-07 00:57:09 main:574] : INFO : Epoch 1960 | loss: 0.0311724 | val_loss: 0.0311712 | Time: 1190.51 ms [2022-03-07 00:57:10 main:574] : INFO : Epoch 1961 | loss: 0.031173 | val_loss: 0.0311704 | Time: 1217.83 ms [2022-03-07 00:57:12 main:574] : INFO : Epoch 1962 | loss: 0.0311709 | val_loss: 0.0311726 | Time: 1217.02 ms [2022-03-07 00:57:13 main:574] : INFO : Epoch 1963 | loss: 0.0311696 | val_loss: 0.0311693 | Time: 1202.36 ms [2022-03-07 00:57:14 main:574] : INFO : Epoch 1964 | loss: 0.03117 | val_loss: 0.0311684 | Time: 1220.37 ms [2022-03-07 00:57:15 main:574] : INFO : Epoch 1965 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1207.59 ms [2022-03-07 00:57:17 main:574] : INFO : Epoch 1966 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1194.56 ms [2022-03-07 00:57:18 main:574] : INFO : Epoch 1967 | loss: 0.0311684 | val_loss: 0.0311697 | Time: 1210.84 ms [2022-03-07 00:57:19 main:574] : INFO : Epoch 1968 | loss: 0.031168 | val_loss: 0.0311682 | Time: 1180.06 ms [2022-03-07 00:57:20 main:574] : INFO : Epoch 1969 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 1209.37 ms [2022-03-07 00:57:21 main:574] : INFO : Epoch 1970 | loss: 0.031171 | val_loss: 0.0311805 | Time: 1210.67 ms [2022-03-07 00:57:23 main:574] : INFO : Epoch 1971 | loss: 0.0311711 | val_loss: 0.031167 | Time: 1192.32 ms [2022-03-07 00:57:24 main:574] : INFO : Epoch 1972 | loss: 0.0311694 | val_loss: 0.0311686 | Time: 1197.31 ms [2022-03-07 00:57:25 main:574] : INFO : Epoch 1973 | loss: 0.0311708 | val_loss: 0.0311678 | Time: 1203.46 ms [2022-03-07 00:57:26 main:574] : INFO : Epoch 1974 | loss: 0.0311696 | val_loss: 0.0311687 | Time: 1223.91 ms [2022-03-07 00:57:27 main:574] : INFO : Epoch 1975 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 1214.57 ms [2022-03-07 00:57:29 main:574] : INFO : Epoch 1976 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 1187.62 ms [2022-03-07 00:57:30 main:574] : INFO : Epoch 1977 | loss: 0.0311702 | val_loss: 0.0311668 | Time: 1185.21 ms [2022-03-07 00:57:31 main:574] : INFO : Epoch 1978 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 1206.9 ms [2022-03-07 00:57:32 main:574] : INFO : Epoch 1979 | loss: 0.0311682 | val_loss: 0.03117 | Time: 1206.56 ms [2022-03-07 00:57:33 main:574] : INFO : Epoch 1980 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1211.1 ms [2022-03-07 00:57:35 main:574] : INFO : Epoch 1981 | loss: 0.0311645 | val_loss: 0.0311681 | Time: 1191.95 ms [2022-03-07 00:57:36 main:574] : INFO : Epoch 1982 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 1199.39 ms [2022-03-07 00:57:37 main:574] : INFO : Epoch 1983 | loss: 0.0311652 | val_loss: 0.0311647 | Time: 1210.64 ms [2022-03-07 00:57:38 main:574] : INFO : Epoch 1984 | loss: 0.0311637 | val_loss: 0.0311646 | Time: 1221.1 ms [2022-03-07 00:57:39 main:574] : INFO : Epoch 1985 | loss: 0.0311631 | val_loss: 0.0311642 | Time: 1215.23 ms [2022-03-07 00:57:41 main:574] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 1199.34 ms [2022-03-07 00:57:42 main:574] : INFO : Epoch 1987 | loss: 0.0311671 | val_loss: 0.0311668 | Time: 1215.75 ms [2022-03-07 00:57:43 main:574] : INFO : Epoch 1988 | loss: 0.0311657 | val_loss: 0.0311654 | Time: 1214.01 ms [2022-03-07 00:57:44 main:574] : INFO : Epoch 1989 | loss: 0.0311649 | val_loss: 0.0311634 | Time: 1207.81 ms [2022-03-07 00:57:45 main:574] : INFO : Epoch 1990 | loss: 0.031162 | val_loss: 0.0311634 | Time: 1177.86 ms [2022-03-07 00:57:47 main:574] : INFO : Epoch 1991 | loss: 0.0311652 | val_loss: 0.0311644 | Time: 1195.24 ms [2022-03-07 00:57:48 main:574] : INFO : Epoch 1992 | loss: 0.0311608 | val_loss: 0.0311639 | Time: 1211.37 ms [2022-03-07 00:57:49 main:574] : INFO : Epoch 1993 | loss: 0.0311587 | val_loss: 0.0311644 | Time: 1210.53 ms [2022-03-07 00:57:50 main:574] : INFO : Epoch 1994 | loss: 0.0311605 | val_loss: 0.0311646 | Time: 1210.45 ms [2022-03-07 00:57:51 main:574] : INFO : Epoch 1995 | loss: 0.0311603 | val_loss: 0.0311626 | Time: 1186.62 ms [2022-03-07 00:57:53 main:574] : INFO : Epoch 1996 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 1223.22 ms [2022-03-07 00:57:54 main:574] : INFO : Epoch 1997 | loss: 0.0311745 | val_loss: 0.0311737 | Time: 1212.78 ms [2022-03-07 00:57:55 main:574] : INFO : Epoch 1998 | loss: 0.0311716 | val_loss: 0.031164 | Time: 1207.24 ms [2022-03-07 00:57:56 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311632 | Time: 1207.66 ms [2022-03-07 00:57:58 main:574] : INFO : Epoch 2000 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 1212.3 ms [2022-03-07 00:57:59 main:574] : INFO : Epoch 2001 | loss: 0.0311617 | val_loss: 0.0311608 | Time: 1198.68 ms [2022-03-07 00:58:00 main:574] : INFO : Epoch 2002 | loss: 0.0311568 | val_loss: 0.031174 | Time: 1227.31 ms [2022-03-07 00:58:01 main:574] : INFO : Epoch 2003 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 1188.31 ms [2022-03-07 00:58:02 main:574] : INFO : Epoch 2004 | loss: 0.0311653 | val_loss: 0.0311874 | Time: 1181.16 ms [2022-03-07 00:58:04 main:574] : INFO : Epoch 2005 | loss: 0.0311705 | val_loss: 0.0311616 | Time: 1217.01 ms [2022-03-07 00:58:05 main:574] : INFO : Epoch 2006 | loss: 0.0311598 | val_loss: 0.0311614 | Time: 1189.44 ms [2022-03-07 00:58:06 main:574] : INFO : Epoch 2007 | loss: 0.0311574 | val_loss: 0.0311762 | Time: 1192.5 ms [2022-03-07 00:58:07 main:574] : INFO : Epoch 2008 | loss: 0.0311603 | val_loss: 0.0311605 | Time: 1208.33 ms [2022-03-07 00:58:08 main:574] : INFO : Epoch 2009 | loss: 0.031155 | val_loss: 0.031161 | Time: 1203.31 ms [2022-03-07 00:58:10 main:574] : INFO : Epoch 2010 | loss: 0.0311575 | val_loss: 0.0311601 | Time: 1201.24 ms [2022-03-07 00:58:11 main:574] : INFO : Epoch 2011 | loss: 0.031156 | val_loss: 0.0311684 | Time: 1217.78 ms [2022-03-07 00:58:12 main:574] : INFO : Epoch 2012 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 1201.29 ms [2022-03-07 00:58:13 main:574] : INFO : Epoch 2013 | loss: 0.0311654 | val_loss: 0.0311654 | Time: 1182.65 ms [2022-03-07 00:58:14 main:574] : INFO : Epoch 2014 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 1206.83 ms [2022-03-07 00:58:16 main:574] : INFO : Epoch 2015 | loss: 0.0311536 | val_loss: 0.0311615 | Time: 1212.94 ms [2022-03-07 00:58:17 main:574] : INFO : Epoch 2016 | loss: 0.031157 | val_loss: 0.0311596 | Time: 1188.32 ms [2022-03-07 00:58:18 main:574] : INFO : Epoch 2017 | loss: 0.0311557 | val_loss: 0.0311632 | Time: 1209.29 ms [2022-03-07 00:58:19 main:574] : INFO : Epoch 2018 | loss: 0.0311544 | val_loss: 0.031167 | Time: 1176.53 ms [2022-03-07 00:58:20 main:574] : INFO : Epoch 2019 | loss: 0.0311562 | val_loss: 0.0311628 | Time: 1213.82 ms [2022-03-07 00:58:22 main:574] : INFO : Epoch 2020 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 1205.97 ms [2022-03-07 00:58:23 main:574] : INFO : Epoch 2021 | loss: 0.0311628 | val_loss: 0.0311597 | Time: 1192.86 ms [2022-03-07 00:58:24 main:574] : INFO : Epoch 2022 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 1204.18 ms [2022-03-07 00:58:25 main:574] : INFO : Epoch 2023 | loss: 0.0311552 | val_loss: 0.0311754 | Time: 1206.93 ms [2022-03-07 00:58:26 main:574] : INFO : Epoch 2024 | loss: 0.031158 | val_loss: 0.0311587 | Time: 1201.72 ms [2022-03-07 00:58:28 main:574] : INFO : Epoch 2025 | loss: 0.0311539 | val_loss: 0.0311612 | Time: 1211.64 ms [2022-03-07 00:58:29 main:574] : INFO : Epoch 2026 | loss: 0.0311518 | val_loss: 0.0311618 | Time: 1201.81 ms [2022-03-07 00:58:30 main:574] : INFO : Epoch 2027 | loss: 0.0311526 | val_loss: 0.0311621 | Time: 1206.18 ms [2022-03-07 00:58:31 main:574] : INFO : Epoch 2028 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 1223.2 ms [2022-03-07 00:58:32 main:574] : INFO : Epoch 2029 | loss: 0.0311548 | val_loss: 0.0311593 | Time: 1203.69 ms [2022-03-07 00:58:34 main:574] : INFO : Epoch 2030 | loss: 0.0311605 | val_loss: 0.0311836 | Time: 1192.62 ms [2022-03-07 00:58:35 main:574] : INFO : Epoch 2031 | loss: 0.0311537 | val_loss: 0.0311598 | Time: 1198 ms [2022-03-07 00:58:36 main:574] : INFO : Epoch 2032 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 1218.74 ms [2022-03-07 00:58:37 main:574] : INFO : Epoch 2033 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 1209.76 ms [2022-03-07 00:58:38 main:574] : INFO : Epoch 2034 | loss: 0.0311541 | val_loss: 0.0311656 | Time: 1200.42 ms [2022-03-07 00:58:40 main:574] : INFO : Epoch 2035 | loss: 0.0311542 | val_loss: 0.0311597 | Time: 1181.71 ms [2022-03-07 00:58:41 main:574] : INFO : Epoch 2036 | loss: 0.0311566 | val_loss: 0.0311881 | Time: 1208.05 ms [2022-03-07 00:58:42 main:574] : INFO : Epoch 2037 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 1213.88 ms [2022-03-07 00:58:43 main:574] : INFO : Epoch 2038 | loss: 0.0311545 | val_loss: 0.0311643 | Time: 1206.15 ms [2022-03-07 00:58:44 main:574] : INFO : Epoch 2039 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 1213.44 ms [2022-03-07 00:58:46 main:574] : INFO : Epoch 2040 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 1193.37 ms [2022-03-07 00:58:47 main:574] : INFO : Epoch 2041 | loss: 0.0311646 | val_loss: 0.0311604 | Time: 1202.29 ms [2022-03-07 00:58:48 main:574] : INFO : Epoch 2042 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 1208.1 ms [2022-03-07 00:58:49 main:574] : INFO : Epoch 2043 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 1219.68 ms [2022-03-07 00:58:51 main:574] : INFO : Epoch 2044 | loss: 0.0311553 | val_loss: 0.0311621 | Time: 1207.03 ms [2022-03-07 00:58:52 main:574] : INFO : Epoch 2045 | loss: 0.0311555 | val_loss: 0.0311603 | Time: 1209.26 ms [2022-03-07 00:58:53 main:574] : INFO : Epoch 2046 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 1179.75 ms [2022-03-07 00:58:54 main:574] : INFO : Epoch 2047 | loss: 0.0311511 | val_loss: 0.0311603 | Time: 1208.64 ms [2022-03-07 00:58:55 main:574] : INFO : Epoch 2048 | loss: 0.0311517 | val_loss: 0.031161 | Time: 1196.15 ms [2022-03-07 00:58:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031161 [2022-03-07 00:58:55 main:603] : INFO : Saving end state to config to file [2022-03-07 00:58:55 main:608] : INFO : Success, exiting.. 00:58:55 (3140): 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)