Task 7721431
| Name | ParityModified-1630352208-3925-3_2 |
| Workunit | 5167747 |
| Created | 30 Sep 2021, 12:36:15 UTC |
| Sent | 1 Oct 2021, 6:34:32 UTC |
| Report deadline | 8 Oct 2021, 6:34:32 UTC |
| Received | 1 Oct 2021, 21:25:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 55 min 55 sec |
| CPU time | 55 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310952 | val_loss: 0.031125 | Time: 1621.66 ms [2021-10-01 17:06:19 main:574] : INFO : Epoch 1543 | loss: 0.0310962 | val_loss: 0.031127 | Time: 1640.08 ms [2021-10-01 17:06:21 main:574] : INFO : Epoch 1544 | loss: 0.0310958 | val_loss: 0.0311243 | Time: 1631.19 ms [2021-10-01 17:06:22 main:574] : INFO : Epoch 1545 | loss: 0.0310955 | val_loss: 0.0311264 | Time: 1633.3 ms [2021-10-01 17:06:24 main:574] : INFO : Epoch 1546 | loss: 0.0310934 | val_loss: 0.0311233 | Time: 1630.78 ms [2021-10-01 17:06:25 main:574] : INFO : Epoch 1547 | loss: 0.0310922 | val_loss: 0.0311265 | Time: 1629.21 ms [2021-10-01 17:06:27 main:574] : INFO : Epoch 1548 | loss: 0.0310893 | val_loss: 0.0311237 | Time: 1629.27 ms [2021-10-01 17:06:29 main:574] : INFO : Epoch 1549 | loss: 0.0310929 | val_loss: 0.0311294 | Time: 1624.71 ms [2021-10-01 17:06:30 main:574] : INFO : Epoch 1550 | loss: 0.0310929 | val_loss: 0.0311232 | Time: 1629.86 ms [2021-10-01 17:06:32 main:574] : INFO : Epoch 1551 | loss: 0.0310943 | val_loss: 0.0311288 | Time: 1614.44 ms [2021-10-01 17:06:34 main:574] : INFO : Epoch 1552 | loss: 0.0310944 | val_loss: 0.0311264 | Time: 1659.57 ms [2021-10-01 17:06:35 main:574] : INFO : Epoch 1553 | loss: 0.03109 | val_loss: 0.0311222 | Time: 1621.94 ms [2021-10-01 17:06:37 main:574] : INFO : Epoch 1554 | loss: 0.0310895 | val_loss: 0.0311245 | Time: 1631.84 ms [2021-10-01 17:06:39 main:574] : INFO : Epoch 1555 | loss: 0.0310889 | val_loss: 0.0311331 | Time: 1630.94 ms [2021-10-01 17:06:40 main:574] : INFO : Epoch 1556 | loss: 0.0310904 | val_loss: 0.0311329 | Time: 1633.66 ms [2021-10-01 17:06:42 main:574] : INFO : Epoch 1557 | loss: 0.0310932 | val_loss: 0.0311264 | Time: 1640.09 ms [2021-10-01 17:06:43 main:574] : INFO : Epoch 1558 | loss: 0.0310933 | val_loss: 0.0311262 | Time: 1629.53 ms [2021-10-01 17:06:45 main:574] : INFO : Epoch 1559 | loss: 0.0310959 | val_loss: 0.031123 | Time: 1629.39 ms [2021-10-01 17:06:47 main:574] : INFO : Epoch 1560 | loss: 0.0310952 | val_loss: 0.0311208 | Time: 1639.45 ms [2021-10-01 17:06:48 main:574] : INFO : Epoch 1561 | loss: 0.0310946 | val_loss: 0.0311219 | Time: 1611.4 ms [2021-10-01 17:06:50 main:574] : INFO : Epoch 1562 | loss: 0.0310952 | val_loss: 0.0311232 | Time: 1647.81 ms [2021-10-01 17:06:52 main:574] : INFO : Epoch 1563 | loss: 0.0310969 | val_loss: 0.0311256 | Time: 1630.15 ms [2021-10-01 17:06:53 main:574] : INFO : Epoch 1564 | loss: 0.0310951 | val_loss: 0.0311212 | Time: 1623.38 ms [2021-10-01 17:06:55 main:574] : INFO : Epoch 1565 | loss: 0.0310971 | val_loss: 0.0311244 | Time: 1630.63 ms [2021-10-01 17:06:57 main:574] : INFO : Epoch 1566 | loss: 0.0310944 | val_loss: 0.0311225 | Time: 1635.38 ms [2021-10-01 17:06:58 main:574] : INFO : Epoch 1567 | loss: 0.0310928 | val_loss: 0.0311273 | Time: 1626.89 ms [2021-10-01 17:07:00 main:574] : INFO : Epoch 1568 | loss: 0.0310921 | val_loss: 0.0311263 | Time: 1634.69 ms [2021-10-01 17:07:01 main:574] : INFO : Epoch 1569 | loss: 0.0310915 | val_loss: 0.0311287 | Time: 1626.85 ms [2021-10-01 17:07:03 main:574] : INFO : Epoch 1570 | loss: 0.0310924 | val_loss: 0.0311264 | Time: 1626.63 ms [2021-10-01 17:07:05 main:574] : INFO : Epoch 1571 | loss: 0.0310909 | val_loss: 0.0311289 | Time: 1677.81 ms [2021-10-01 17:07:06 main:574] : INFO : Epoch 1572 | loss: 0.0310904 | val_loss: 0.0311279 | Time: 1653.41 ms [2021-10-01 17:07:08 main:574] : INFO : Epoch 1573 | loss: 0.0310898 | val_loss: 0.0311325 | Time: 1632.96 ms [2021-10-01 17:07:10 main:574] : INFO : Epoch 1574 | loss: 0.0311018 | val_loss: 0.0311256 | Time: 1634.14 ms [2021-10-01 17:07:11 main:574] : INFO : Epoch 1575 | loss: 0.0310987 | val_loss: 0.0311237 | Time: 1617.91 ms [2021-10-01 17:07:13 main:574] : INFO : Epoch 1576 | loss: 0.031098 | val_loss: 0.0311229 | Time: 1628.75 ms [2021-10-01 17:07:15 main:574] : INFO : Epoch 1577 | loss: 0.0311159 | val_loss: 0.0311373 | Time: 1636.82 ms [2021-10-01 17:07:16 main:574] : INFO : Epoch 1578 | loss: 0.0311302 | val_loss: 0.0311314 | Time: 1654.56 ms [2021-10-01 17:07:18 main:574] : INFO : Epoch 1579 | loss: 0.0311205 | val_loss: 0.0311338 | Time: 1647.58 ms [2021-10-01 17:07:20 main:574] : INFO : Epoch 1580 | loss: 0.0311198 | val_loss: 0.03113 | Time: 1666.49 ms [2021-10-01 17:07:21 main:574] : INFO : Epoch 1581 | loss: 0.0311159 | val_loss: 0.0311301 | Time: 1643.14 ms [2021-10-01 17:07:23 main:574] : INFO : Epoch 1582 | loss: 0.0311139 | val_loss: 0.0311303 | Time: 1643.62 ms [2021-10-01 17:07:25 main:574] : INFO : Epoch 1583 | loss: 0.0311095 | val_loss: 0.0311252 | Time: 1633.44 ms [2021-10-01 17:07:26 main:574] : INFO : Epoch 1584 | loss: 0.0311077 | val_loss: 0.0311262 | Time: 1660.82 ms [2021-10-01 17:07:28 main:574] : INFO : Epoch 1585 | loss: 0.0311061 | val_loss: 0.0311222 | Time: 1647.66 ms [2021-10-01 17:07:30 main:574] : INFO : Epoch 1586 | loss: 0.0311101 | val_loss: 0.0311185 | Time: 1616.83 ms [2021-10-01 17:07:31 main:574] : INFO : Epoch 1587 | loss: 0.031106 | val_loss: 0.03112 | Time: 1645.04 ms [2021-10-01 17:07:33 main:574] : INFO : Epoch 1588 | loss: 0.0311056 | val_loss: 0.0311186 | Time: 1632.96 ms [2021-10-01 17:07:34 main:574] : INFO : Epoch 1589 | loss: 0.0311063 | val_loss: 0.0311185 | Time: 1650.59 ms [2021-10-01 17:07:36 main:574] : INFO : Epoch 1590 | loss: 0.031104 | val_loss: 0.0311164 | Time: 1632.65 ms [2021-10-01 17:07:38 main:574] : INFO : Epoch 1591 | loss: 0.0311053 | val_loss: 0.0311248 | Time: 1653.73 ms [2021-10-01 17:07:39 main:574] : INFO : Epoch 1592 | loss: 0.0311035 | val_loss: 0.0311169 | Time: 1643.69 ms [2021-10-01 17:07:41 main:574] : INFO : Epoch 1593 | loss: 0.0311032 | val_loss: 0.0311133 | Time: 1637.53 ms [2021-10-01 17:07:43 main:574] : INFO : Epoch 1594 | loss: 0.031106 | val_loss: 0.0311263 | Time: 1650.08 ms [2021-10-01 17:07:44 main:574] : INFO : Epoch 1595 | loss: 0.031115 | val_loss: 0.0311255 | Time: 1646.88 ms [2021-10-01 17:07:46 main:574] : INFO : Epoch 1596 | loss: 0.0311109 | val_loss: 0.0311162 | Time: 1614.57 ms [2021-10-01 17:07:48 main:574] : INFO : Epoch 1597 | loss: 0.0311118 | val_loss: 0.031151 | Time: 1625.77 ms [2021-10-01 17:07:49 main:574] : INFO : Epoch 1598 | loss: 0.0311315 | val_loss: 0.0311397 | Time: 1649.9 ms [2021-10-01 17:07:51 main:574] : INFO : Epoch 1599 | loss: 0.0311246 | val_loss: 0.031129 | Time: 1649.93 ms [2021-10-01 17:07:53 main:574] : INFO : Epoch 1600 | loss: 0.0311213 | val_loss: 0.0311375 | Time: 1645.11 ms [2021-10-01 17:07:54 main:574] : INFO : Epoch 1601 | loss: 0.0311576 | val_loss: 0.0311647 | Time: 1627.45 ms [2021-10-01 17:07:56 main:574] : INFO : Epoch 1602 | loss: 0.0311431 | val_loss: 0.0311556 | Time: 1653.99 ms [2021-10-01 17:07:58 main:574] : INFO : Epoch 1603 | loss: 0.0311396 | val_loss: 0.0311421 | Time: 1643.47 ms [2021-10-01 17:07:59 main:574] : INFO : Epoch 1604 | loss: 0.031128 | val_loss: 0.031136 | Time: 1648.09 ms [2021-10-01 17:08:01 main:574] : INFO : Epoch 1605 | loss: 0.0311242 | val_loss: 0.031139 | Time: 1636.05 ms [2021-10-01 17:08:02 main:574] : INFO : Epoch 1606 | loss: 0.0311239 | val_loss: 0.0311368 | Time: 1662.6 ms [2021-10-01 17:08:04 main:574] : INFO : Epoch 1607 | loss: 0.0311196 | val_loss: 0.031137 | Time: 1652.58 ms [2021-10-01 17:08:06 main:574] : INFO : Epoch 1608 | loss: 0.0311194 | val_loss: 0.0311387 | Time: 1649.02 ms [2021-10-01 17:08:07 main:574] : INFO : Epoch 1609 | loss: 0.0311194 | val_loss: 0.0311475 | Time: 1624.82 ms [2021-10-01 17:08:09 main:574] : INFO : Epoch 1610 | loss: 0.0311185 | val_loss: 0.0311419 | Time: 1612.01 ms [2021-10-01 17:08:11 main:574] : INFO : Epoch 1611 | loss: 0.0311165 | val_loss: 0.0311373 | Time: 1647.83 ms [2021-10-01 17:08:12 main:574] : INFO : Epoch 1612 | loss: 0.0311141 | val_loss: 0.0311295 | Time: 1627.89 ms [2021-10-01 17:08:14 main:574] : INFO : Epoch 1613 | loss: 0.0311142 | val_loss: 0.0311292 | Time: 1646.52 ms [2021-10-01 17:08:16 main:574] : INFO : Epoch 1614 | loss: 0.031113 | val_loss: 0.0311327 | Time: 1759.55 ms [2021-10-01 17:08:18 main:574] : INFO : Epoch 1615 | loss: 0.0311115 | val_loss: 0.0311327 | Time: 1762.71 ms [2021-10-01 17:08:19 main:574] : INFO : Epoch 1616 | loss: 0.0311115 | val_loss: 0.0311289 | Time: 1670.8 ms [2021-10-01 17:08:21 main:574] : INFO : Epoch 1617 | loss: 0.0311136 | val_loss: 0.0311302 | Time: 1643.91 ms [2021-10-01 17:08:23 main:574] : INFO : Epoch 1618 | loss: 0.0311164 | val_loss: 0.0311286 | Time: 1673.18 ms [2021-10-01 17:08:24 main:574] : INFO : Epoch 1619 | loss: 0.0311118 | val_loss: 0.0311283 | Time: 1636.69 ms [2021-10-01 17:08:26 main:574] : INFO : Epoch 1620 | loss: 0.0311111 | val_loss: 0.0311278 | Time: 1681.75 ms [2021-10-01 17:08:28 main:574] : INFO : Epoch 1621 | loss: 0.0311101 | val_loss: 0.0311305 | Time: 1641.05 ms [2021-10-01 17:08:29 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311299 | Time: 1669.61 ms [2021-10-01 17:08:31 main:574] : INFO : Epoch 1623 | loss: 0.0311108 | val_loss: 0.0311315 | Time: 1644.12 ms [2021-10-01 17:08:33 main:574] : INFO : Epoch 1624 | loss: 0.0311099 | val_loss: 0.0311302 | Time: 1649.25 ms [2021-10-01 17:08:34 main:574] : INFO : Epoch 1625 | loss: 0.0311076 | val_loss: 0.0311311 | Time: 1640.19 ms [2021-10-01 17:08:36 main:574] : INFO : Epoch 1626 | loss: 0.0311081 | val_loss: 0.0311337 | Time: 1638.09 ms [2021-10-01 17:08:37 main:574] : INFO : Epoch 1627 | loss: 0.0311171 | val_loss: 0.0311398 | Time: 1662.86 ms [2021-10-01 17:08:39 main:574] : INFO : Epoch 1628 | loss: 0.0311249 | val_loss: 0.0311381 | Time: 1681.68 ms [2021-10-01 17:08:41 main:574] : INFO : Epoch 1629 | loss: 0.0311228 | val_loss: 0.031137 | Time: 1668.99 ms [2021-10-01 17:08:42 main:574] : INFO : Epoch 1630 | loss: 0.0311223 | val_loss: 0.0311263 | Time: 1644.45 ms [2021-10-01 17:08:44 main:574] : INFO : Epoch 1631 | loss: 0.0311181 | val_loss: 0.0311293 | Time: 1618.04 ms [2021-10-01 17:08:46 main:574] : INFO : Epoch 1632 | loss: 0.0311163 | val_loss: 0.0311294 | Time: 1689.87 ms [2021-10-01 17:08:48 main:574] : INFO : Epoch 1633 | loss: 0.0311152 | val_loss: 0.0311312 | Time: 1688.97 ms [2021-10-01 17:08:49 main:574] : INFO : Epoch 1634 | loss: 0.0311175 | val_loss: 0.0311282 | Time: 1667.98 ms [2021-10-01 17:08:51 main:574] : INFO : Epoch 1635 | loss: 0.031117 | val_loss: 0.0311291 | Time: 1685.13 ms [2021-10-01 17:08:53 main:574] : INFO : Epoch 1636 | loss: 0.0311193 | val_loss: 0.0311299 | Time: 1659.58 ms [2021-10-01 17:08:54 main:574] : INFO : Epoch 1637 | loss: 0.0311147 | val_loss: 0.031127 | Time: 1654.03 ms [2021-10-01 17:08:56 main:574] : INFO : Epoch 1638 | loss: 0.031113 | val_loss: 0.0311233 | Time: 1670.67 ms [2021-10-01 17:08:58 main:574] : INFO : Epoch 1639 | loss: 0.0311109 | val_loss: 0.0311227 | Time: 1646.86 ms [2021-10-01 17:08:59 main:574] : INFO : Epoch 1640 | loss: 0.0311083 | val_loss: 0.031126 | Time: 1659.39 ms [2021-10-01 17:09:01 main:574] : INFO : Epoch 1641 | loss: 0.0311095 | val_loss: 0.0311256 | Time: 1656.62 ms [2021-10-01 17:09:03 main:574] : INFO : Epoch 1642 | loss: 0.0311071 | val_loss: 0.0311244 | Time: 1669.24 ms [2021-10-01 17:09:04 main:574] : INFO : Epoch 1643 | loss: 0.0311066 | val_loss: 0.0311286 | Time: 1651.3 ms [2021-10-01 17:09:06 main:574] : INFO : Epoch 1644 | loss: 0.0311058 | val_loss: 0.0311237 | Time: 1661.3 ms [2021-10-01 17:09:08 main:574] : INFO : Epoch 1645 | loss: 0.0311044 | val_loss: 0.0311258 | Time: 1652.67 ms [2021-10-01 17:09:09 main:574] : INFO : Epoch 1646 | loss: 0.0311122 | val_loss: 0.0311286 | Time: 1647.26 ms [2021-10-01 17:09:11 main:574] : INFO : Epoch 1647 | loss: 0.0311157 | val_loss: 0.0311255 | Time: 1637.73 ms [2021-10-01 17:09:12 main:574] : INFO : Epoch 1648 | loss: 0.0311172 | val_loss: 0.0311221 | Time: 1630.45 ms [2021-10-01 17:09:14 main:574] : INFO : Epoch 1649 | loss: 0.0311154 | val_loss: 0.0311232 | Time: 1651.97 ms [2021-10-01 17:09:16 main:574] : INFO : Epoch 1650 | loss: 0.0311123 | val_loss: 0.031125 | Time: 1639.46 ms [2021-10-01 17:09:17 main:574] : INFO : Epoch 1651 | loss: 0.0311188 | val_loss: 0.0311242 | Time: 1662.55 ms [2021-10-01 17:09:19 main:574] : INFO : Epoch 1652 | loss: 0.0311188 | val_loss: 0.0311293 | Time: 1655.87 ms [2021-10-01 17:09:21 main:574] : INFO : Epoch 1653 | loss: 0.0311163 | val_loss: 0.0311248 | Time: 1641.56 ms [2021-10-01 17:09:22 main:574] : INFO : Epoch 1654 | loss: 0.0311134 | val_loss: 0.0311244 | Time: 1656.45 ms [2021-10-01 17:09:24 main:574] : INFO : Epoch 1655 | loss: 0.0311118 | val_loss: 0.0311266 | Time: 1669.95 ms [2021-10-01 17:09:26 main:574] : INFO : Epoch 1656 | loss: 0.0311086 | val_loss: 0.0311217 | Time: 1662.48 ms [2021-10-01 17:09:27 main:574] : INFO : Epoch 1657 | loss: 0.0311062 | val_loss: 0.0311243 | Time: 1651.07 ms [2021-10-01 17:09:29 main:574] : INFO : Epoch 1658 | loss: 0.0311049 | val_loss: 0.0311215 | Time: 1670.63 ms [2021-10-01 17:09:31 main:574] : INFO : Epoch 1659 | loss: 0.031107 | val_loss: 0.0311211 | Time: 1645.53 ms [2021-10-01 17:09:32 main:574] : INFO : Epoch 1660 | loss: 0.0311088 | val_loss: 0.031121 | Time: 1636.56 ms [2021-10-01 17:09:34 main:574] : INFO : Epoch 1661 | loss: 0.0311073 | val_loss: 0.0311222 | Time: 1656.28 ms [2021-10-01 17:09:36 main:574] : INFO : Epoch 1662 | loss: 0.031107 | val_loss: 0.0311182 | Time: 1636.1 ms [2021-10-01 17:09:37 main:574] : INFO : Epoch 1663 | loss: 0.0311058 | val_loss: 0.0311167 | Time: 1634.83 ms [2021-10-01 17:09:39 main:574] : INFO : Epoch 1664 | loss: 0.0311051 | val_loss: 0.0311253 | Time: 1631.26 ms [2021-10-01 17:09:41 main:574] : INFO : Epoch 1665 | loss: 0.0311034 | val_loss: 0.0311245 | Time: 1632.43 ms [2021-10-01 17:09:42 main:574] : INFO : Epoch 1666 | loss: 0.0311013 | val_loss: 0.0311235 | Time: 1635.51 ms [2021-10-01 17:09:44 main:574] : INFO : Epoch 1667 | loss: 0.0311005 | val_loss: 0.0311222 | Time: 1650.94 ms [2021-10-01 17:09:46 main:574] : INFO : Epoch 1668 | loss: 0.0310992 | val_loss: 0.031123 | Time: 1633.6 ms [2021-10-01 17:09:47 main:574] : INFO : Epoch 1669 | loss: 0.0311029 | val_loss: 0.0311252 | Time: 1648.32 ms [2021-10-01 17:09:49 main:574] : INFO : Epoch 1670 | loss: 0.0311073 | val_loss: 0.0311226 | Time: 1656.58 ms [2021-10-01 17:09:51 main:574] : INFO : Epoch 1671 | loss: 0.0311043 | val_loss: 0.0311233 | Time: 1663.17 ms [2021-10-01 17:09:52 main:574] : INFO : Epoch 1672 | loss: 0.0311082 | val_loss: 0.0311241 | Time: 1671.23 ms [2021-10-01 17:09:54 main:574] : INFO : Epoch 1673 | loss: 0.0311118 | val_loss: 0.0311258 | Time: 1652.04 ms [2021-10-01 17:09:56 main:574] : INFO : Epoch 1674 | loss: 0.0311067 | val_loss: 0.0311226 | Time: 1655.32 ms [2021-10-01 17:09:57 main:574] : INFO : Epoch 1675 | loss: 0.0311077 | val_loss: 0.0311202 | Time: 1678.61 ms [2021-10-01 17:09:59 main:574] : INFO : Epoch 1676 | loss: 0.0311044 | val_loss: 0.0311212 | Time: 1655.95 ms [2021-10-01 17:10:01 main:574] : INFO : Epoch 1677 | loss: 0.0311023 | val_loss: 0.0311209 | Time: 1660.53 ms [2021-10-01 17:10:02 main:574] : INFO : Epoch 1678 | loss: 0.0311009 | val_loss: 0.0311197 | Time: 1671.83 ms [2021-10-01 17:10:04 main:574] : INFO : Epoch 1679 | loss: 0.0310997 | val_loss: 0.0311197 | Time: 1655.35 ms [2021-10-01 17:10:06 main:574] : INFO : Epoch 1680 | loss: 0.031098 | val_loss: 0.0311248 | Time: 1662.58 ms [2021-10-01 17:10:07 main:574] : INFO : Epoch 1681 | loss: 0.0310993 | val_loss: 0.0311234 | Time: 1731.38 ms [2021-10-01 17:10:09 main:574] : INFO : Epoch 1682 | loss: 0.0311024 | val_loss: 0.0311221 | Time: 1684.73 ms [2021-10-01 17:10:11 main:574] : INFO : Epoch 1683 | loss: 0.0311043 | val_loss: 0.0311232 | Time: 1624.59 ms [2021-10-01 17:10:12 main:574] : INFO : Epoch 1684 | loss: 0.0311037 | val_loss: 0.0311231 | Time: 1661.9 ms [2021-10-01 17:10:14 main:574] : INFO : Epoch 1685 | loss: 0.0311025 | val_loss: 0.0311201 | Time: 1659.06 ms [2021-10-01 17:10:16 main:574] : INFO : Epoch 1686 | loss: 0.0311024 | val_loss: 0.031126 | Time: 1662.8 ms [2021-10-01 17:10:17 main:574] : INFO : Epoch 1687 | loss: 0.0311017 | val_loss: 0.0311268 | Time: 1680.79 ms [2021-10-01 17:10:19 main:574] : INFO : Epoch 1688 | loss: 0.0311 | val_loss: 0.0311241 | Time: 1671.95 ms [2021-10-01 17:10:21 main:574] : INFO : Epoch 1689 | loss: 0.0310993 | val_loss: 0.031124 | Time: 1661 ms [2021-10-01 17:10:22 main:574] : INFO : Epoch 1690 | loss: 0.0310986 | val_loss: 0.0311222 | Time: 1642 ms [2021-10-01 17:10:24 main:574] : INFO : Epoch 1691 | loss: 0.0310995 | val_loss: 0.0311277 | Time: 1630.37 ms [2021-10-01 17:10:26 main:574] : INFO : Epoch 1692 | loss: 0.0310982 | val_loss: 0.0311237 | Time: 1665.01 ms [2021-10-01 17:10:27 main:574] : INFO : Epoch 1693 | loss: 0.0310974 | val_loss: 0.0311215 | Time: 1675.56 ms [2021-10-01 17:10:29 main:574] : INFO : Epoch 1694 | loss: 0.0310988 | val_loss: 0.0311246 | Time: 1648.46 ms [2021-10-01 17:10:31 main:574] : INFO : Epoch 1695 | loss: 0.0311034 | val_loss: 0.0311327 | Time: 1641.18 ms [2021-10-01 17:10:32 main:574] : INFO : Epoch 1696 | loss: 0.0311003 | val_loss: 0.0311243 | Time: 1633.7 ms [2021-10-01 17:10:34 main:574] : INFO : Epoch 1697 | loss: 0.0310994 | val_loss: 0.031121 | Time: 1641.12 ms [2021-10-01 17:10:36 main:574] : INFO : Epoch 1698 | loss: 0.0310966 | val_loss: 0.0311218 | Time: 1679.31 ms [2021-10-01 17:10:37 main:574] : INFO : Epoch 1699 | loss: 0.0310971 | val_loss: 0.031128 | Time: 1649.27 ms [2021-10-01 17:10:39 main:574] : INFO : Epoch 1700 | loss: 0.0311007 | val_loss: 0.0311303 | Time: 1645.98 ms [2021-10-01 17:10:41 main:574] : INFO : Epoch 1701 | loss: 0.0311017 | val_loss: 0.0311313 | Time: 1637.6 ms [2021-10-01 17:10:42 main:574] : INFO : Epoch 1702 | loss: 0.0311074 | val_loss: 0.0311269 | Time: 1648.48 ms [2021-10-01 17:10:44 main:574] : INFO : Epoch 1703 | loss: 0.0311054 | val_loss: 0.0311214 | Time: 1654.74 ms [2021-10-01 17:10:45 main:574] : INFO : Epoch 1704 | loss: 0.0311022 | val_loss: 0.031123 | Time: 1641.17 ms [2021-10-01 17:10:47 main:574] : INFO : Epoch 1705 | loss: 0.0311006 | val_loss: 0.0311209 | Time: 1655.95 ms [2021-10-01 17:10:49 main:574] : INFO : Epoch 1706 | loss: 0.0311062 | val_loss: 0.0311291 | Time: 1642.71 ms [2021-10-01 17:10:50 main:574] : INFO : Epoch 1707 | loss: 0.0311062 | val_loss: 0.0311225 | Time: 1660.42 ms [2021-10-01 17:10:52 main:574] : INFO : Epoch 1708 | loss: 0.0311051 | val_loss: 0.0311201 | Time: 1653.94 ms [2021-10-01 17:10:54 main:574] : INFO : Epoch 1709 | loss: 0.0311065 | val_loss: 0.0311218 | Time: 1646.73 ms [2021-10-01 17:10:55 main:574] : INFO : Epoch 1710 | loss: 0.0311034 | val_loss: 0.0311206 | Time: 1647.78 ms [2021-10-01 17:10:57 main:574] : INFO : Epoch 1711 | loss: 0.0310997 | val_loss: 0.0311206 | Time: 1635.21 ms [2021-10-01 17:10:59 main:574] : INFO : Epoch 1712 | loss: 0.0311012 | val_loss: 0.0311198 | Time: 1652.37 ms [2021-10-01 17:11:00 main:574] : INFO : Epoch 1713 | loss: 0.0310994 | val_loss: 0.0311184 | Time: 1651.77 ms [2021-10-01 17:11:02 main:574] : INFO : Epoch 1714 | loss: 0.0310975 | val_loss: 0.0311156 | Time: 1669.06 ms [2021-10-01 17:11:04 main:574] : INFO : Epoch 1715 | loss: 0.0310984 | val_loss: 0.0311175 | Time: 1656.42 ms [2021-10-01 17:11:05 main:574] : INFO : Epoch 1716 | loss: 0.0310994 | val_loss: 0.0311228 | Time: 1641.33 ms [2021-10-01 17:11:07 main:574] : INFO : Epoch 1717 | loss: 0.0311008 | val_loss: 0.031122 | Time: 1632.31 ms [2021-10-01 17:11:09 main:574] : INFO : Epoch 1718 | loss: 0.031099 | val_loss: 0.0311186 | Time: 1647.49 ms [2021-10-01 17:11:10 main:574] : INFO : Epoch 1719 | loss: 0.0310973 | val_loss: 0.0311225 | Time: 1652.01 ms [2021-10-01 17:11:12 main:574] : INFO : Epoch 1720 | loss: 0.0310961 | val_loss: 0.0311253 | Time: 1648.41 ms [2021-10-01 17:11:14 main:574] : INFO : Epoch 1721 | loss: 0.0310974 | val_loss: 0.0311296 | Time: 1630.97 ms [2021-10-01 17:11:15 main:574] : INFO : Epoch 1722 | loss: 0.0311017 | val_loss: 0.0311283 | Time: 1651.97 ms [2021-10-01 17:11:17 main:574] : INFO : Epoch 1723 | loss: 0.0311079 | val_loss: 0.0311283 | Time: 1637.53 ms [2021-10-01 17:11:19 main:574] : INFO : Epoch 1724 | loss: 0.0311103 | val_loss: 0.0311321 | Time: 1661.95 ms [2021-10-01 17:11:20 main:574] : INFO : Epoch 1725 | loss: 0.031111 | val_loss: 0.0311275 | Time: 1650.3 ms [2021-10-01 17:11:22 main:574] : INFO : Epoch 1726 | loss: 0.0311042 | val_loss: 0.0311201 | Time: 1639.28 ms [2021-10-01 17:11:24 main:574] : INFO : Epoch 1727 | loss: 0.0311027 | val_loss: 0.0311247 | Time: 1662.86 ms [2021-10-01 17:11:25 main:574] : INFO : Epoch 1728 | loss: 0.0311036 | val_loss: 0.0311191 | Time: 1649.96 ms [2021-10-01 17:11:27 main:574] : INFO : Epoch 1729 | loss: 0.0310977 | val_loss: 0.0311255 | Time: 1659.13 ms [2021-10-01 17:11:29 main:574] : INFO : Epoch 1730 | loss: 0.0310969 | val_loss: 0.0311196 | Time: 1654.85 ms [2021-10-01 17:11:30 main:574] : INFO : Epoch 1731 | loss: 0.031097 | val_loss: 0.0311189 | Time: 1646.52 ms [2021-10-01 17:11:32 main:574] : INFO : Epoch 1732 | loss: 0.031096 | val_loss: 0.0311219 | Time: 1671.71 ms [2021-10-01 17:11:34 main:574] : INFO : Epoch 1733 | loss: 0.0310978 | val_loss: 0.0311203 | Time: 1661.46 ms [2021-10-01 17:11:35 main:574] : INFO : Epoch 1734 | loss: 0.0310965 | val_loss: 0.031124 | Time: 1675.19 ms [2021-10-01 17:11:37 main:574] : INFO : Epoch 1735 | loss: 0.0310959 | val_loss: 0.0311223 | Time: 1639.18 ms [2021-10-01 17:11:39 main:574] : INFO : Epoch 1736 | loss: 0.0311017 | val_loss: 0.0311269 | Time: 1659.8 ms [2021-10-01 17:11:40 main:574] : INFO : Epoch 1737 | loss: 0.0311019 | val_loss: 0.0311316 | Time: 1669.52 ms [2021-10-01 17:11:42 main:574] : INFO : Epoch 1738 | loss: 0.0310971 | val_loss: 0.0311226 | Time: 1654.85 ms [2021-10-01 17:11:44 main:574] : INFO : Epoch 1739 | loss: 0.0310958 | val_loss: 0.031124 | Time: 1663.9 ms [2021-10-01 17:11:45 main:574] : INFO : Epoch 1740 | loss: 0.031095 | val_loss: 0.0311301 | Time: 1653.76 ms [2021-10-01 17:11:47 main:574] : INFO : Epoch 1741 | loss: 0.0310943 | val_loss: 0.0311244 | Time: 1643.84 ms [2021-10-01 17:11:49 main:574] : INFO : Epoch 1742 | loss: 0.0310927 | val_loss: 0.0311243 | Time: 1660.37 ms [2021-10-01 17:11:50 main:574] : INFO : Epoch 1743 | loss: 0.0310914 | val_loss: 0.0311232 | Time: 1639.88 ms [2021-10-01 17:11:52 main:574] : INFO : Epoch 1744 | loss: 0.0310948 | val_loss: 0.0311256 | Time: 1637.68 ms [2021-10-01 17:11:53 main:574] : INFO : Epoch 1745 | loss: 0.0310912 | val_loss: 0.0311261 | Time: 1643.86 ms [2021-10-01 17:11:55 main:574] : INFO : Epoch 1746 | loss: 0.0310913 | val_loss: 0.0311239 | Time: 1660.95 ms [2021-10-01 17:11:57 main:574] : INFO : Epoch 1747 | loss: 0.0310907 | val_loss: 0.0311245 | Time: 1649.02 ms [2021-10-01 17:11:58 main:574] : INFO : Epoch 1748 | loss: 0.0310982 | val_loss: 0.0311314 | Time: 1639.79 ms [2021-10-01 17:12:00 main:574] : INFO : Epoch 1749 | loss: 0.0310971 | val_loss: 0.0311184 | Time: 1667.68 ms [2021-10-01 17:12:02 main:574] : INFO : Epoch 1750 | loss: 0.0310934 | val_loss: 0.0311244 | Time: 1665.35 ms [2021-10-01 17:12:03 main:574] : INFO : Epoch 1751 | loss: 0.0310922 | val_loss: 0.0311254 | Time: 1682.48 ms [2021-10-01 17:12:05 main:574] : INFO : Epoch 1752 | loss: 0.0310918 | val_loss: 0.0311257 | Time: 1636.94 ms [2021-10-01 17:12:07 main:574] : INFO : Epoch 1753 | loss: 0.0310887 | val_loss: 0.0311274 | Time: 1635.06 ms [2021-10-01 17:12:08 main:574] : INFO : Epoch 1754 | loss: 0.0310907 | val_loss: 0.0311245 | Time: 1620.1 ms [2021-10-01 17:12:10 main:574] : INFO : Epoch 1755 | loss: 0.0310889 | val_loss: 0.0311228 | Time: 1614.38 ms [2021-10-01 17:12:12 main:574] : INFO : Epoch 1756 | loss: 0.0310885 | val_loss: 0.0311247 | Time: 1620.58 ms [2021-10-01 17:12:13 main:574] : INFO : Epoch 1757 | loss: 0.0310885 | val_loss: 0.031125 | Time: 1659.55 ms [2021-10-01 17:12:15 main:574] : INFO : Epoch 1758 | loss: 0.0310874 | val_loss: 0.0311236 | Time: 1665.46 ms [2021-10-01 17:12:17 main:574] : INFO : Epoch 1759 | loss: 0.0310885 | val_loss: 0.0311265 | Time: 1678.06 ms [2021-10-01 17:12:18 main:574] : INFO : Epoch 1760 | loss: 0.0310876 | val_loss: 0.0311262 | Time: 1668.2 ms [2021-10-01 17:12:20 main:574] : INFO : Epoch 1761 | loss: 0.031088 | val_loss: 0.0311304 | Time: 1640.78 ms [2021-10-01 17:12:22 main:574] : INFO : Epoch 1762 | loss: 0.0310863 | val_loss: 0.0311276 | Time: 1665.77 ms [2021-10-01 17:12:23 main:574] : INFO : Epoch 1763 | loss: 0.0310845 | val_loss: 0.0311254 | Time: 1632.42 ms [2021-10-01 17:12:25 main:574] : INFO : Epoch 1764 | loss: 0.0310854 | val_loss: 0.0311262 | Time: 1647.36 ms [2021-10-01 17:12:27 main:574] : INFO : Epoch 1765 | loss: 0.0310846 | val_loss: 0.0311256 | Time: 1663.35 ms [2021-10-01 17:12:28 main:574] : INFO : Epoch 1766 | loss: 0.0310867 | val_loss: 0.0311235 | Time: 1645.88 ms [2021-10-01 17:12:30 main:574] : INFO : Epoch 1767 | loss: 0.0310888 | val_loss: 0.0311289 | Time: 1656.52 ms [2021-10-01 17:12:32 main:574] : INFO : Epoch 1768 | loss: 0.031089 | val_loss: 0.031134 | Time: 1656.04 ms [2021-10-01 17:12:33 main:574] : INFO : Epoch 1769 | loss: 0.0310922 | val_loss: 0.0311251 | Time: 1638.44 ms [2021-10-01 17:12:35 main:574] : INFO : Epoch 1770 | loss: 0.0310905 | val_loss: 0.0311287 | Time: 1667.36 ms [2021-10-01 17:12:37 main:574] : INFO : Epoch 1771 | loss: 0.0310893 | val_loss: 0.0311275 | Time: 1651.53 ms [2021-10-01 17:12:38 main:574] : INFO : Epoch 1772 | loss: 0.0310939 | val_loss: 0.0311322 | Time: 1668.37 ms [2021-10-01 17:12:40 main:574] : INFO : Epoch 1773 | loss: 0.0310886 | val_loss: 0.0311257 | Time: 1653.49 ms [2021-10-01 17:12:42 main:574] : INFO : Epoch 1774 | loss: 0.0310891 | val_loss: 0.0311264 | Time: 1625.14 ms [2021-10-01 17:12:43 main:574] : INFO : Epoch 1775 | loss: 0.0310896 | val_loss: 0.0311277 | Time: 1612.1 ms [2021-10-01 17:12:45 main:574] : INFO : Epoch 1776 | loss: 0.0310888 | val_loss: 0.0311258 | Time: 1614.86 ms [2021-10-01 17:12:46 main:574] : INFO : Epoch 1777 | loss: 0.0310867 | val_loss: 0.0311252 | Time: 1632.27 ms [2021-10-01 17:12:48 main:574] : INFO : Epoch 1778 | loss: 0.0310853 | val_loss: 0.0311264 | Time: 1633.08 ms [2021-10-01 17:12:50 main:574] : INFO : Epoch 1779 | loss: 0.0310854 | val_loss: 0.0311283 | Time: 1634.02 ms [2021-10-01 17:12:51 main:574] : INFO : Epoch 1780 | loss: 0.0310843 | val_loss: 0.0311253 | Time: 1634.61 ms [2021-10-01 17:12:53 main:574] : INFO : Epoch 1781 | loss: 0.0310832 | val_loss: 0.0311243 | Time: 1638.81 ms [2021-10-01 17:12:55 main:574] : INFO : Epoch 1782 | loss: 0.0310834 | val_loss: 0.0311235 | Time: 1631.84 ms [2021-10-01 17:12:56 main:574] : INFO : Epoch 1783 | loss: 0.031084 | val_loss: 0.0311234 | Time: 1624.26 ms [2021-10-01 17:12:58 main:574] : INFO : Epoch 1784 | loss: 0.0310853 | val_loss: 0.03113 | Time: 1614.35 ms [2021-10-01 17:13:00 main:574] : INFO : Epoch 1785 | loss: 0.0310873 | val_loss: 0.0311297 | Time: 1640.47 ms [2021-10-01 17:13:01 main:574] : INFO : Epoch 1786 | loss: 0.0310839 | val_loss: 0.0311318 | Time: 1636.4 ms [2021-10-01 17:13:03 main:574] : INFO : Epoch 1787 | loss: 0.0310862 | val_loss: 0.0311233 | Time: 1625.73 ms [2021-10-01 17:13:04 main:574] : INFO : Epoch 1788 | loss: 0.0310818 | val_loss: 0.0311281 | Time: 1648.13 ms [2021-10-01 17:13:06 main:574] : INFO : Epoch 1789 | loss: 0.0310844 | val_loss: 0.0311255 | Time: 1640.35 ms [2021-10-01 17:13:08 main:574] : INFO : Epoch 1790 | loss: 0.0310851 | val_loss: 0.0311319 | Time: 1629.38 ms [2021-10-01 17:13:09 main:574] : INFO : Epoch 1791 | loss: 0.0310892 | val_loss: 0.0311288 | Time: 1639.9 ms [2021-10-01 17:13:11 main:574] : INFO : Epoch 1792 | loss: 0.03109 | val_loss: 0.0311297 | Time: 1639.77 ms [2021-10-01 17:13:13 main:574] : INFO : Epoch 1793 | loss: 0.0310891 | val_loss: 0.031127 | Time: 1633.62 ms [2021-10-01 17:13:14 main:574] : INFO : Epoch 1794 | loss: 0.0310868 | val_loss: 0.0311242 | Time: 1632.46 ms [2021-10-01 17:13:16 main:574] : INFO : Epoch 1795 | loss: 0.0310887 | val_loss: 0.0311273 | Time: 1637.07 ms [2021-10-01 17:13:18 main:574] : INFO : Epoch 1796 | loss: 0.0310911 | val_loss: 0.0311344 | Time: 1649.74 ms [2021-10-01 17:13:19 main:574] : INFO : Epoch 1797 | loss: 0.0310928 | val_loss: 0.0311278 | Time: 1636.55 ms [2021-10-01 17:13:21 main:574] : INFO : Epoch 1798 | loss: 0.0310879 | val_loss: 0.0311213 | Time: 1630.22 ms [2021-10-01 17:13:23 main:574] : INFO : Epoch 1799 | loss: 0.031088 | val_loss: 0.0311275 | Time: 1638.35 ms [2021-10-01 17:13:24 main:574] : INFO : Epoch 1800 | loss: 0.0310865 | val_loss: 0.0311259 | Time: 1654.06 ms [2021-10-01 17:13:26 main:574] : INFO : Epoch 1801 | loss: 0.0310876 | val_loss: 0.0311237 | Time: 1625.05 ms [2021-10-01 17:13:27 main:574] : INFO : Epoch 1802 | loss: 0.0310875 | val_loss: 0.0311291 | Time: 1633.83 ms [2021-10-01 17:13:29 main:574] : INFO : Epoch 1803 | loss: 0.031093 | val_loss: 0.0311342 | Time: 1640.77 ms [2021-10-01 17:13:31 main:574] : INFO : Epoch 1804 | loss: 0.0310936 | val_loss: 0.031128 | Time: 1632.59 ms [2021-10-01 17:13:32 main:574] : INFO : Epoch 1805 | loss: 0.031092 | val_loss: 0.0311217 | Time: 1634.19 ms [2021-10-01 17:13:34 main:574] : INFO : Epoch 1806 | loss: 0.0310915 | val_loss: 0.0311265 | Time: 1644.28 ms [2021-10-01 17:13:36 main:574] : INFO : Epoch 1807 | loss: 0.0310919 | val_loss: 0.031121 | Time: 1636.56 ms [2021-10-01 17:13:37 main:574] : INFO : Epoch 1808 | loss: 0.0310892 | val_loss: 0.0311281 | Time: 1642.78 ms [2021-10-01 17:13:39 main:574] : INFO : Epoch 1809 | loss: 0.0310981 | val_loss: 0.0311243 | Time: 1645.62 ms [2021-10-01 17:13:41 main:574] : INFO : Epoch 1810 | loss: 0.0310885 | val_loss: 0.0311284 | Time: 1616.01 ms [2021-10-01 17:13:42 main:574] : INFO : Epoch 1811 | loss: 0.0310863 | val_loss: 0.0311251 | Time: 1635.06 ms [2021-10-01 17:13:44 main:574] : INFO : Epoch 1812 | loss: 0.0310843 | val_loss: 0.0311254 | Time: 1641.64 ms [2021-10-01 17:13:46 main:574] : INFO : Epoch 1813 | loss: 0.0310849 | val_loss: 0.031126 | Time: 1645.98 ms [2021-10-01 17:13:47 main:574] : INFO : Epoch 1814 | loss: 0.0310832 | val_loss: 0.0311288 | Time: 1629.75 ms [2021-10-01 17:13:49 main:574] : INFO : Epoch 1815 | loss: 0.0310884 | val_loss: 0.031131 | Time: 1632.02 ms [2021-10-01 17:13:50 main:574] : INFO : Epoch 1816 | loss: 0.0311094 | val_loss: 0.0311245 | Time: 1654.75 ms [2021-10-01 17:13:52 main:574] : INFO : Epoch 1817 | loss: 0.0311024 | val_loss: 0.0311218 | Time: 1643.59 ms [2021-10-01 17:13:54 main:574] : INFO : Epoch 1818 | loss: 0.0310995 | val_loss: 0.0311227 | Time: 1624.02 ms [2021-10-01 17:13:55 main:574] : INFO : Epoch 1819 | loss: 0.0310973 | val_loss: 0.0311201 | Time: 1634.25 ms [2021-10-01 17:13:57 main:574] : INFO : Epoch 1820 | loss: 0.0310989 | val_loss: 0.0311173 | Time: 1655.37 ms [2021-10-01 17:13:59 main:574] : INFO : Epoch 1821 | loss: 0.0310957 | val_loss: 0.0311272 | Time: 1652.9 ms [2021-10-01 17:14:00 main:574] : INFO : Epoch 1822 | loss: 0.0310946 | val_loss: 0.0311156 | Time: 1642.97 ms [2021-10-01 17:14:02 main:574] : INFO : Epoch 1823 | loss: 0.0310941 | val_loss: 0.031124 | Time: 1647.72 ms [2021-10-01 17:14:04 main:574] : INFO : Epoch 1824 | loss: 0.0310947 | val_loss: 0.0311282 | Time: 1636.37 ms [2021-10-01 17:14:05 main:574] : INFO : Epoch 1825 | loss: 0.031096 | val_loss: 0.0311286 | Time: 1663.44 ms [2021-10-01 17:14:07 main:574] : INFO : Epoch 1826 | loss: 0.0311002 | val_loss: 0.0311259 | Time: 1645.93 ms [2021-10-01 17:14:09 main:574] : INFO : Epoch 1827 | loss: 0.0310977 | val_loss: 0.0311276 | Time: 1622.98 ms [2021-10-01 17:14:10 main:574] : INFO : Epoch 1828 | loss: 0.0311016 | val_loss: 0.0311242 | Time: 1621.41 ms [2021-10-01 17:14:12 main:574] : INFO : Epoch 1829 | loss: 0.0310974 | val_loss: 0.0311231 | Time: 1629.14 ms [2021-10-01 17:14:14 main:574] : INFO : Epoch 1830 | loss: 0.0310956 | val_loss: 0.0311286 | Time: 1625.61 ms [2021-10-01 17:14:15 main:574] : INFO : Epoch 1831 | loss: 0.0310951 | val_loss: 0.0311256 | Time: 1639.83 ms [2021-10-01 17:14:17 main:574] : INFO : Epoch 1832 | loss: 0.0311064 | val_loss: 0.0311326 | Time: 1625.47 ms [2021-10-01 17:14:18 main:574] : INFO : Epoch 1833 | loss: 0.0311207 | val_loss: 0.0311237 | Time: 1640.67 ms [2021-10-01 17:14:20 main:574] : INFO : Epoch 1834 | loss: 0.0311137 | val_loss: 0.0311227 | Time: 1636.83 ms [2021-10-01 17:14:22 main:574] : INFO : Epoch 1835 | loss: 0.0311094 | val_loss: 0.0311213 | Time: 1644.93 ms [2021-10-01 17:14:23 main:574] : INFO : Epoch 1836 | loss: 0.0311054 | val_loss: 0.0311201 | Time: 1641.98 ms [2021-10-01 17:14:25 main:574] : INFO : Epoch 1837 | loss: 0.0311022 | val_loss: 0.0311203 | Time: 1639.38 ms [2021-10-01 17:14:27 main:574] : INFO : Epoch 1838 | loss: 0.0310991 | val_loss: 0.0311171 | Time: 1621.23 ms [2021-10-01 17:14:28 main:574] : INFO : Epoch 1839 | loss: 0.0310982 | val_loss: 0.0311192 | Time: 1632.38 ms [2021-10-01 17:14:30 main:574] : INFO : Epoch 1840 | loss: 0.0310988 | val_loss: 0.0311271 | Time: 1634.23 ms [2021-10-01 17:14:32 main:574] : INFO : Epoch 1841 | loss: 0.0310987 | val_loss: 0.0311186 | Time: 1639.28 ms [2021-10-01 17:14:33 main:574] : INFO : Epoch 1842 | loss: 0.0310956 | val_loss: 0.0311176 | Time: 1650.66 ms [2021-10-01 17:14:35 main:574] : INFO : Epoch 1843 | loss: 0.0310935 | val_loss: 0.0311197 | Time: 1638.76 ms [2021-10-01 17:14:37 main:574] : INFO : Epoch 1844 | loss: 0.0310929 | val_loss: 0.0311213 | Time: 1641.2 ms [2021-10-01 17:14:38 main:574] : INFO : Epoch 1845 | loss: 0.0310916 | val_loss: 0.0311222 | Time: 1624.76 ms [2021-10-01 17:14:40 main:574] : INFO : Epoch 1846 | loss: 0.0310928 | val_loss: 0.0311254 | Time: 1639.93 ms [2021-10-01 17:14:41 main:574] : INFO : Epoch 1847 | loss: 0.0310924 | val_loss: 0.0311221 | Time: 1638.46 ms [2021-10-01 17:14:43 main:574] : INFO : Epoch 1848 | loss: 0.0310975 | val_loss: 0.0311281 | Time: 1612.69 ms [2021-10-01 17:14:45 main:574] : INFO : Epoch 1849 | loss: 0.0310951 | val_loss: 0.0311221 | Time: 1638.63 ms [2021-10-01 17:14:46 main:574] : INFO : Epoch 1850 | loss: 0.0310935 | val_loss: 0.0311219 | Time: 1631.57 ms [2021-10-01 17:14:48 main:574] : INFO : Epoch 1851 | loss: 0.0310935 | val_loss: 0.0311213 | Time: 1619.46 ms [2021-10-01 17:14:50 main:574] : INFO : Epoch 1852 | loss: 0.0310903 | val_loss: 0.0311198 | Time: 1623.28 ms [2021-10-01 17:14:51 main:574] : INFO : Epoch 1853 | loss: 0.0310896 | val_loss: 0.0311214 | Time: 1622.27 ms [2021-10-01 17:14:53 main:574] : INFO : Epoch 1854 | loss: 0.0310913 | val_loss: 0.0311196 | Time: 1645.99 ms [2021-10-01 17:14:55 main:574] : INFO : Epoch 1855 | loss: 0.0310889 | val_loss: 0.0311194 | Time: 1620.16 ms [2021-10-01 17:14:56 main:574] : INFO : Epoch 1856 | loss: 0.031088 | val_loss: 0.0311199 | Time: 1659.64 ms [2021-10-01 17:14:58 main:574] : INFO : Epoch 1857 | loss: 0.031087 | val_loss: 0.0311212 | Time: 1657.24 ms [2021-10-01 17:15:00 main:574] : INFO : Epoch 1858 | loss: 0.0310887 | val_loss: 0.0311207 | Time: 1664.1 ms [2021-10-01 17:15:01 main:574] : INFO : Epoch 1859 | loss: 0.0310873 | val_loss: 0.03112 | Time: 1634.83 ms [2021-10-01 17:15:03 main:574] : INFO : Epoch 1860 | loss: 0.0310866 | val_loss: 0.0311212 | Time: 1625.21 ms [2021-10-01 17:15:04 main:574] : INFO : Epoch 1861 | loss: 0.0310859 | val_loss: 0.0311233 | Time: 1644.6 ms [2021-10-01 17:15:06 main:574] : INFO : Epoch 1862 | loss: 0.0310863 | val_loss: 0.0311252 | Time: 1624.12 ms [2021-10-01 17:15:08 main:574] : INFO : Epoch 1863 | loss: 0.0310835 | val_loss: 0.0311237 | Time: 1659.46 ms [2021-10-01 17:15:09 main:574] : INFO : Epoch 1864 | loss: 0.0310841 | val_loss: 0.0311234 | Time: 1623.1 ms [2021-10-01 17:15:11 main:574] : INFO : Epoch 1865 | loss: 0.031085 | val_loss: 0.0311232 | Time: 1632.81 ms [2021-10-01 17:15:13 main:574] : INFO : Epoch 1866 | loss: 0.0310861 | val_loss: 0.0311241 | Time: 1617.21 ms [2021-10-01 17:15:14 main:574] : INFO : Epoch 1867 | loss: 0.0310852 | val_loss: 0.0311216 | Time: 1628.34 ms [2021-10-01 17:15:16 main:574] : INFO : Epoch 1868 | loss: 0.0310845 | val_loss: 0.0311257 | Time: 1623.77 ms [2021-10-01 17:15:18 main:574] : INFO : Epoch 1869 | loss: 0.0310827 | val_loss: 0.0311255 | Time: 1609.9 ms [2021-10-01 17:15:19 main:574] : INFO : Epoch 1870 | loss: 0.0310829 | val_loss: 0.0311245 | Time: 1642.59 ms [2021-10-01 17:15:21 main:574] : INFO : Epoch 1871 | loss: 0.0310843 | val_loss: 0.0311241 | Time: 1646.01 ms [2021-10-01 17:15:22 main:574] : INFO : Epoch 1872 | loss: 0.0310864 | val_loss: 0.0311231 | Time: 1652.04 ms [2021-10-01 17:15:24 main:574] : INFO : Epoch 1873 | loss: 0.031085 | val_loss: 0.0311289 | Time: 1626.68 ms [2021-10-01 17:15:26 main:574] : INFO : Epoch 1874 | loss: 0.0310855 | val_loss: 0.0311252 | Time: 1628.16 ms [2021-10-01 17:15:27 main:574] : INFO : Epoch 1875 | loss: 0.0310868 | val_loss: 0.0311213 | Time: 1657.85 ms [2021-10-01 17:15:29 main:574] : INFO : Epoch 1876 | loss: 0.0310885 | val_loss: 0.0311261 | Time: 1644.3 ms [2021-10-01 17:15:31 main:574] : INFO : Epoch 1877 | loss: 0.0310874 | val_loss: 0.031129 | Time: 1643.93 ms [2021-10-01 17:15:32 main:574] : INFO : Epoch 1878 | loss: 0.0310856 | val_loss: 0.0311243 | Time: 1619.62 ms [2021-10-01 17:15:34 main:574] : INFO : Epoch 1879 | loss: 0.0310842 | val_loss: 0.0311223 | Time: 1660.1 ms [2021-10-01 17:15:36 main:574] : INFO : Epoch 1880 | loss: 0.0310846 | val_loss: 0.0311272 | Time: 1649.91 ms [2021-10-01 17:15:37 main:574] : INFO : Epoch 1881 | loss: 0.0310819 | val_loss: 0.0311235 | Time: 1655.67 ms [2021-10-01 17:15:39 main:574] : INFO : Epoch 1882 | loss: 0.031082 | val_loss: 0.0311298 | Time: 1646.3 ms [2021-10-01 17:15:41 main:574] : INFO : Epoch 1883 | loss: 0.0310816 | val_loss: 0.0311253 | Time: 1643.37 ms [2021-10-01 17:15:42 main:574] : INFO : Epoch 1884 | loss: 0.0310809 | val_loss: 0.031122 | Time: 1647.45 ms [2021-10-01 17:15:44 main:574] : INFO : Epoch 1885 | loss: 0.0310841 | val_loss: 0.0311235 | Time: 1648.89 ms [2021-10-01 17:15:46 main:574] : INFO : Epoch 1886 | loss: 0.0310834 | val_loss: 0.031124 | Time: 1651.6 ms [2021-10-01 17:15:47 main:574] : INFO : Epoch 1887 | loss: 0.031082 | val_loss: 0.0311231 | Time: 1646.21 ms [2021-10-01 17:15:49 main:574] : INFO : Epoch 1888 | loss: 0.0310843 | val_loss: 0.0311227 | Time: 1649.17 ms [2021-10-01 17:15:51 main:574] : INFO : Epoch 1889 | loss: 0.0310853 | val_loss: 0.0311217 | Time: 1623 ms [2021-10-01 17:15:52 main:574] : INFO : Epoch 1890 | loss: 0.0310827 | val_loss: 0.0311213 | Time: 1661.55 ms [2021-10-01 17:15:54 main:574] : INFO : Epoch 1891 | loss: 0.0310831 | val_loss: 0.0311261 | Time: 1632.57 ms [2021-10-01 17:15:56 main:574] : INFO : Epoch 1892 | loss: 0.031083 | val_loss: 0.0311227 | Time: 1641.28 ms [2021-10-01 17:15:57 main:574] : INFO : Epoch 1893 | loss: 0.0310822 | val_loss: 0.0311235 | Time: 1649.96 ms [2021-10-01 17:15:59 main:574] : INFO : Epoch 1894 | loss: 0.0310812 | val_loss: 0.0311233 | Time: 1640.89 ms [2021-10-01 17:16:00 main:574] : INFO : Epoch 1895 | loss: 0.0310807 | val_loss: 0.0311216 | Time: 1619 ms [2021-10-01 17:16:02 main:574] : INFO : Epoch 1896 | loss: 0.0310841 | val_loss: 0.0311298 | Time: 1648.57 ms [2021-10-01 17:16:04 main:574] : INFO : Epoch 1897 | loss: 0.0310829 | val_loss: 0.0311323 | Time: 1635.25 ms [2021-10-01 17:16:05 main:574] : INFO : Epoch 1898 | loss: 0.0310831 | val_loss: 0.0311281 | Time: 1642.84 ms [2021-10-01 17:16:07 main:574] : INFO : Epoch 1899 | loss: 0.0310842 | val_loss: 0.0311312 | Time: 1661.97 ms [2021-10-01 17:16:09 main:574] : INFO : Epoch 1900 | loss: 0.0310848 | val_loss: 0.0311255 | Time: 1666.95 ms [2021-10-01 17:16:10 main:574] : INFO : Epoch 1901 | loss: 0.0310859 | val_loss: 0.031126 | Time: 1658.25 ms [2021-10-01 17:16:12 main:574] : INFO : Epoch 1902 | loss: 0.0310851 | val_loss: 0.0311285 | Time: 1629.63 ms [2021-10-01 17:16:14 main:574] : INFO : Epoch 1903 | loss: 0.0310838 | val_loss: 0.0311293 | Time: 1662.81 ms [2021-10-01 17:16:15 main:574] : INFO : Epoch 1904 | loss: 0.0310818 | val_loss: 0.0311261 | Time: 1657.72 ms [2021-10-01 17:16:17 main:574] : INFO : Epoch 1905 | loss: 0.0310811 | val_loss: 0.0311286 | Time: 1635.98 ms [2021-10-01 17:16:19 main:574] : INFO : Epoch 1906 | loss: 0.03108 | val_loss: 0.031128 | Time: 1643.08 ms [2021-10-01 17:16:20 main:574] : INFO : Epoch 1907 | loss: 0.0310858 | val_loss: 0.0311302 | Time: 1639.3 ms [2021-10-01 17:16:22 main:574] : INFO : Epoch 1908 | loss: 0.0310906 | val_loss: 0.0311255 | Time: 1642.82 ms [2021-10-01 17:16:24 main:574] : INFO : Epoch 1909 | loss: 0.03109 | val_loss: 0.0311257 | Time: 1632.72 ms [2021-10-01 17:16:25 main:574] : INFO : Epoch 1910 | loss: 0.0310891 | val_loss: 0.031127 | Time: 1629.16 ms [2021-10-01 17:16:27 main:574] : INFO : Epoch 1911 | loss: 0.0310855 | val_loss: 0.0311353 | Time: 1659.24 ms [2021-10-01 17:16:29 main:574] : INFO : Epoch 1912 | loss: 0.0310843 | val_loss: 0.0311257 | Time: 1623.49 ms [2021-10-01 17:16:30 main:574] : INFO : Epoch 1913 | loss: 0.0310822 | val_loss: 0.0311241 | Time: 1636.93 ms [2021-10-01 17:16:32 main:574] : INFO : Epoch 1914 | loss: 0.0310837 | val_loss: 0.0311268 | Time: 1654.15 ms [2021-10-01 17:16:33 main:574] : INFO : Epoch 1915 | loss: 0.0310879 | val_loss: 0.0311252 | Time: 1627.15 ms [2021-10-01 17:16:35 main:574] : INFO : Epoch 1916 | loss: 0.0310939 | val_loss: 0.0311289 | Time: 1638.93 ms [2021-10-01 17:16:37 main:574] : INFO : Epoch 1917 | loss: 0.0310942 | val_loss: 0.0311217 | Time: 1654.68 ms [2021-10-01 17:16:38 main:574] : INFO : Epoch 1918 | loss: 0.0310913 | val_loss: 0.0311248 | Time: 1657.03 ms [2021-10-01 17:16:40 main:574] : INFO : Epoch 1919 | loss: 0.0310907 | val_loss: 0.0311251 | Time: 1623.78 ms [2021-10-01 17:16:42 main:574] : INFO : Epoch 1920 | loss: 0.0310881 | val_loss: 0.0311223 | Time: 1635.35 ms [2021-10-01 17:16:43 main:574] : INFO : Epoch 1921 | loss: 0.031085 | val_loss: 0.0311228 | Time: 1649.6 ms [2021-10-01 17:16:45 main:574] : INFO : Epoch 1922 | loss: 0.0310893 | val_loss: 0.0311225 | Time: 1624.64 ms [2021-10-01 17:16:47 main:574] : INFO : Epoch 1923 | loss: 0.0310866 | val_loss: 0.0311243 | Time: 1649.43 ms [2021-10-01 17:16:48 main:574] : INFO : Epoch 1924 | loss: 0.0310856 | val_loss: 0.0311208 | Time: 1654.86 ms [2021-10-01 17:16:50 main:574] : INFO : Epoch 1925 | loss: 0.0310849 | val_loss: 0.0311224 | Time: 1621.94 ms [2021-10-01 17:16:52 main:574] : INFO : Epoch 1926 | loss: 0.0310837 | val_loss: 0.031119 | Time: 1629.39 ms [2021-10-01 17:16:53 main:574] : INFO : Epoch 1927 | loss: 0.0310818 | val_loss: 0.0311223 | Time: 1656.39 ms [2021-10-01 17:16:55 main:574] : INFO : Epoch 1928 | loss: 0.0310816 | val_loss: 0.0311178 | Time: 1693.76 ms [2021-10-01 17:16:57 main:574] : INFO : Epoch 1929 | loss: 0.0310819 | val_loss: 0.0311225 | Time: 1641.99 ms [2021-10-01 17:16:58 main:574] : INFO : Epoch 1930 | loss: 0.0310826 | val_loss: 0.0311254 | Time: 1654.4 ms [2021-10-01 17:17:00 main:574] : INFO : Epoch 1931 | loss: 0.0310844 | val_loss: 0.0311201 | Time: 1649.72 ms [2021-10-01 17:17:02 main:574] : INFO : Epoch 1932 | loss: 0.0310842 | val_loss: 0.0311205 | Time: 1659.49 ms [2021-10-01 17:17:03 main:574] : INFO : Epoch 1933 | loss: 0.0310878 | val_loss: 0.0311738 | Time: 1638.06 ms [2021-10-01 17:17:05 main:574] : INFO : Epoch 1934 | loss: 0.0310984 | val_loss: 0.0311321 | Time: 1657.75 ms [2021-10-01 17:17:07 main:574] : INFO : Epoch 1935 | loss: 0.0311286 | val_loss: 0.0311582 | Time: 1646.85 ms [2021-10-01 17:17:08 main:574] : INFO : Epoch 1936 | loss: 0.0311054 | val_loss: 0.0311321 | Time: 1629.58 ms [2021-10-01 17:17:10 main:574] : INFO : Epoch 1937 | loss: 0.0310901 | val_loss: 0.0311243 | Time: 1631.72 ms [2021-10-01 17:17:11 main:574] : INFO : Epoch 1938 | loss: 0.0310902 | val_loss: 0.0311267 | Time: 1621.02 ms [2021-10-01 17:17:13 main:574] : INFO : Epoch 1939 | loss: 0.0310864 | val_loss: 0.0311227 | Time: 1624.37 ms [2021-10-01 17:17:15 main:574] : INFO : Epoch 1940 | loss: 0.0310871 | val_loss: 0.0311295 | Time: 1626.8 ms [2021-10-01 17:17:16 main:574] : INFO : Epoch 1941 | loss: 0.0310879 | val_loss: 0.0311275 | Time: 1624.59 ms [2021-10-01 17:17:18 main:574] : INFO : Epoch 1942 | loss: 0.0310863 | val_loss: 0.0311299 | Time: 1612.95 ms [2021-10-01 17:17:20 main:574] : INFO : Epoch 1943 | loss: 0.0310858 | val_loss: 0.0311225 | Time: 1647.22 ms [2021-10-01 17:17:21 main:574] : INFO : Epoch 1944 | loss: 0.0310965 | val_loss: 0.0311204 | Time: 1630.72 ms [2021-10-01 17:17:23 main:574] : INFO : Epoch 1945 | loss: 0.0310926 | val_loss: 0.0311229 | Time: 1638.64 ms [2021-10-01 17:17:25 main:574] : INFO : Epoch 1946 | loss: 0.0310864 | val_loss: 0.0311306 | Time: 1655.16 ms [2021-10-01 17:17:26 main:574] : INFO : Epoch 1947 | loss: 0.0310821 | val_loss: 0.031124 | Time: 1643.31 ms [2021-10-01 17:17:28 main:574] : INFO : Epoch 1948 | loss: 0.0310859 | val_loss: 0.0311238 | Time: 1642.48 ms [2021-10-01 17:17:29 main:574] : INFO : Epoch 1949 | loss: 0.0310882 | val_loss: 0.0311305 | Time: 1647.82 ms [2021-10-01 17:17:31 main:574] : INFO : Epoch 1950 | loss: 0.0310818 | val_loss: 0.0311221 | Time: 1669.05 ms [2021-10-01 17:17:33 main:574] : INFO : Epoch 1951 | loss: 0.031081 | val_loss: 0.0311202 | Time: 1641.34 ms [2021-10-01 17:17:34 main:574] : INFO : Epoch 1952 | loss: 0.0310839 | val_loss: 0.0311176 | Time: 1636.87 ms [2021-10-01 17:17:36 main:574] : INFO : Epoch 1953 | loss: 0.0310829 | val_loss: 0.0311242 | Time: 1657.57 ms [2021-10-01 17:17:38 main:574] : INFO : Epoch 1954 | loss: 0.0310916 | val_loss: 0.031129 | Time: 1651.56 ms [2021-10-01 17:17:39 main:574] : INFO : Epoch 1955 | loss: 0.0311042 | val_loss: 0.0311272 | Time: 1654.4 ms [2021-10-01 17:17:41 main:574] : INFO : Epoch 1956 | loss: 0.0311162 | val_loss: 0.0311319 | Time: 1644.26 ms [2021-10-01 17:17:43 main:574] : INFO : Epoch 1957 | loss: 0.0311129 | val_loss: 0.0311345 | Time: 1628.54 ms [2021-10-01 17:17:44 main:574] : INFO : Epoch 1958 | loss: 0.0311058 | val_loss: 0.0311257 | Time: 1647.08 ms [2021-10-01 17:17:46 main:574] : INFO : Epoch 1959 | loss: 0.0311019 | val_loss: 0.031126 | Time: 1649.22 ms [2021-10-01 17:17:48 main:574] : INFO : Epoch 1960 | loss: 0.0310956 | val_loss: 0.0311269 | Time: 1621.92 ms [2021-10-01 17:17:49 main:574] : INFO : Epoch 1961 | loss: 0.031092 | val_loss: 0.031127 | Time: 1642.16 ms [2021-10-01 17:17:51 main:574] : INFO : Epoch 1962 | loss: 0.0310924 | val_loss: 0.0311243 | Time: 1647.38 ms [2021-10-01 17:17:53 main:574] : INFO : Epoch 1963 | loss: 0.0310899 | val_loss: 0.0311219 | Time: 1642.79 ms [2021-10-01 17:17:54 main:574] : INFO : Epoch 1964 | loss: 0.0310918 | val_loss: 0.0311196 | Time: 1647.74 ms [2021-10-01 17:17:56 main:574] : INFO : Epoch 1965 | loss: 0.0310933 | val_loss: 0.0311253 | Time: 1646.81 ms [2021-10-01 17:17:58 main:574] : INFO : Epoch 1966 | loss: 0.0310889 | val_loss: 0.0311182 | Time: 1629.44 ms [2021-10-01 17:17:59 main:574] : INFO : Epoch 1967 | loss: 0.0310874 | val_loss: 0.0311182 | Time: 1627.77 ms [2021-10-01 17:18:01 main:574] : INFO : Epoch 1968 | loss: 0.0310935 | val_loss: 0.031119 | Time: 1647.72 ms [2021-10-01 17:18:02 main:574] : INFO : Epoch 1969 | loss: 0.0310927 | val_loss: 0.0311209 | Time: 1621.55 ms [2021-10-01 17:18:04 main:574] : INFO : Epoch 1970 | loss: 0.031094 | val_loss: 0.0311255 | Time: 1720.76 ms [2021-10-01 17:18:06 main:574] : INFO : Epoch 1971 | loss: 0.0310993 | val_loss: 0.0311193 | Time: 1628.36 ms [2021-10-01 17:18:07 main:574] : INFO : Epoch 1972 | loss: 0.0310997 | val_loss: 0.0311188 | Time: 1642.54 ms [2021-10-01 17:18:09 main:574] : INFO : Epoch 1973 | loss: 0.031099 | val_loss: 0.0311163 | Time: 1635.01 ms [2021-10-01 17:18:11 main:574] : INFO : Epoch 1974 | loss: 0.0311014 | val_loss: 0.0311223 | Time: 1647.2 ms [2021-10-01 17:18:12 main:574] : INFO : Epoch 1975 | loss: 0.0311035 | val_loss: 0.0311219 | Time: 1641.17 ms [2021-10-01 17:18:14 main:574] : INFO : Epoch 1976 | loss: 0.0311011 | val_loss: 0.0311245 | Time: 1649.04 ms [2021-10-01 17:18:16 main:574] : INFO : Epoch 1977 | loss: 0.0310977 | val_loss: 0.0311176 | Time: 1616.95 ms [2021-10-01 17:18:17 main:574] : INFO : Epoch 1978 | loss: 0.0310955 | val_loss: 0.0311171 | Time: 1623.66 ms [2021-10-01 17:18:19 main:574] : INFO : Epoch 1979 | loss: 0.0310906 | val_loss: 0.0311143 | Time: 1629.84 ms [2021-10-01 17:18:21 main:574] : INFO : Epoch 1980 | loss: 0.0310926 | val_loss: 0.0311234 | Time: 1648.6 ms [2021-10-01 17:18:22 main:574] : INFO : Epoch 1981 | loss: 0.0310899 | val_loss: 0.0311193 | Time: 1636.12 ms [2021-10-01 17:18:24 main:574] : INFO : Epoch 1982 | loss: 0.0310907 | val_loss: 0.0311219 | Time: 1650.02 ms [2021-10-01 17:18:26 main:574] : INFO : Epoch 1983 | loss: 0.0310918 | val_loss: 0.031126 | Time: 1649.6 ms [2021-10-01 17:18:27 main:574] : INFO : Epoch 1984 | loss: 0.0310895 | val_loss: 0.0311174 | Time: 1637.12 ms [2021-10-01 17:18:29 main:574] : INFO : Epoch 1985 | loss: 0.0310895 | val_loss: 0.0311212 | Time: 1646.28 ms [2021-10-01 17:18:31 main:574] : INFO : Epoch 1986 | loss: 0.0310925 | val_loss: 0.0311261 | Time: 1644.16 ms [2021-10-01 17:18:32 main:574] : INFO : Epoch 1987 | loss: 0.0311056 | val_loss: 0.0311291 | Time: 1639.93 ms [2021-10-01 17:18:34 main:574] : INFO : Epoch 1988 | loss: 0.0310994 | val_loss: 0.0311276 | Time: 1633.35 ms [2021-10-01 17:18:35 main:574] : INFO : Epoch 1989 | loss: 0.0310964 | val_loss: 0.0311236 | Time: 1643.72 ms [2021-10-01 17:18:37 main:574] : INFO : Epoch 1990 | loss: 0.0310924 | val_loss: 0.031125 | Time: 1627.31 ms [2021-10-01 17:18:39 main:574] : INFO : Epoch 1991 | loss: 0.0310899 | val_loss: 0.0311218 | Time: 1621.58 ms [2021-10-01 17:18:40 main:574] : INFO : Epoch 1992 | loss: 0.0310898 | val_loss: 0.0311279 | Time: 1635.52 ms [2021-10-01 17:18:42 main:574] : INFO : Epoch 1993 | loss: 0.0310869 | val_loss: 0.0311254 | Time: 1641.94 ms [2021-10-01 17:18:44 main:574] : INFO : Epoch 1994 | loss: 0.0310871 | val_loss: 0.0311306 | Time: 1654.71 ms [2021-10-01 17:18:45 main:574] : INFO : Epoch 1995 | loss: 0.031091 | val_loss: 0.0311243 | Time: 1621.56 ms [2021-10-01 17:18:47 main:574] : INFO : Epoch 1996 | loss: 0.0310894 | val_loss: 0.0311253 | Time: 1633.41 ms [2021-10-01 17:18:49 main:574] : INFO : Epoch 1997 | loss: 0.0310966 | val_loss: 0.0311238 | Time: 1632.26 ms [2021-10-01 17:18:50 main:574] : INFO : Epoch 1998 | loss: 0.0311042 | val_loss: 0.0311249 | Time: 1647.93 ms [2021-10-01 17:18:52 main:574] : INFO : Epoch 1999 | loss: 0.031098 | val_loss: 0.0311225 | Time: 1637.26 ms [2021-10-01 17:18:54 main:574] : INFO : Epoch 2000 | loss: 0.0310952 | val_loss: 0.0311235 | Time: 1644.81 ms [2021-10-01 17:18:55 main:574] : INFO : Epoch 2001 | loss: 0.0310935 | val_loss: 0.0311277 | Time: 1642.83 ms [2021-10-01 17:18:57 main:574] : INFO : Epoch 2002 | loss: 0.0310921 | val_loss: 0.031121 | Time: 1636.66 ms [2021-10-01 17:18:58 main:574] : INFO : Epoch 2003 | loss: 0.0310926 | val_loss: 0.0311268 | Time: 1644.98 ms [2021-10-01 17:19:00 main:574] : INFO : Epoch 2004 | loss: 0.0310961 | val_loss: 0.0311259 | Time: 1623.6 ms [2021-10-01 17:19:02 main:574] : INFO : Epoch 2005 | loss: 0.0310966 | val_loss: 0.0311212 | Time: 1635.53 ms [2021-10-01 17:19:03 main:574] : INFO : Epoch 2006 | loss: 0.031103 | val_loss: 0.0311254 | Time: 1632.25 ms [2021-10-01 17:19:05 main:574] : INFO : Epoch 2007 | loss: 0.0311045 | val_loss: 0.0311189 | Time: 1620.54 ms [2021-10-01 17:19:07 main:574] : INFO : Epoch 2008 | loss: 0.0310984 | val_loss: 0.031118 | Time: 1639.23 ms [2021-10-01 17:19:08 main:574] : INFO : Epoch 2009 | loss: 0.0310957 | val_loss: 0.0311183 | Time: 1657.61 ms [2021-10-01 17:19:10 main:574] : INFO : Epoch 2010 | loss: 0.0310946 | val_loss: 0.0311241 | Time: 1632.8 ms [2021-10-01 17:19:12 main:574] : INFO : Epoch 2011 | loss: 0.0310946 | val_loss: 0.0311181 | Time: 1630.68 ms [2021-10-01 17:19:13 main:574] : INFO : Epoch 2012 | loss: 0.0310995 | val_loss: 0.0311244 | Time: 1650.39 ms [2021-10-01 17:19:15 main:574] : INFO : Epoch 2013 | loss: 0.0311008 | val_loss: 0.0311216 | Time: 1630.49 ms [2021-10-01 17:19:17 main:574] : INFO : Epoch 2014 | loss: 0.0310961 | val_loss: 0.03112 | Time: 1634.81 ms [2021-10-01 17:19:18 main:574] : INFO : Epoch 2015 | loss: 0.0310963 | val_loss: 0.0311175 | Time: 1642.34 ms [2021-10-01 17:19:20 main:574] : INFO : Epoch 2016 | loss: 0.0310958 | val_loss: 0.0311279 | Time: 1641.43 ms [2021-10-01 17:19:21 main:574] : INFO : Epoch 2017 | loss: 0.0310932 | val_loss: 0.0311232 | Time: 1642.94 ms [2021-10-01 17:19:23 main:574] : INFO : Epoch 2018 | loss: 0.0310914 | val_loss: 0.0311234 | Time: 1648.14 ms [2021-10-01 17:19:25 main:574] : INFO : Epoch 2019 | loss: 0.0310961 | val_loss: 0.0311239 | Time: 1638.47 ms [2021-10-01 17:19:26 main:574] : INFO : Epoch 2020 | loss: 0.0310909 | val_loss: 0.0311207 | Time: 1651.77 ms [2021-10-01 17:19:28 main:574] : INFO : Epoch 2021 | loss: 0.031088 | val_loss: 0.0311268 | Time: 1640.33 ms [2021-10-01 17:19:30 main:574] : INFO : Epoch 2022 | loss: 0.0310888 | val_loss: 0.0311215 | Time: 1627.37 ms [2021-10-01 17:19:31 main:574] : INFO : Epoch 2023 | loss: 0.0310932 | val_loss: 0.0311218 | Time: 1630.35 ms [2021-10-01 17:19:33 main:574] : INFO : Epoch 2024 | loss: 0.0310908 | val_loss: 0.0311224 | Time: 1658.04 ms [2021-10-01 17:19:35 main:574] : INFO : Epoch 2025 | loss: 0.0310897 | val_loss: 0.0311316 | Time: 1636.24 ms [2021-10-01 17:19:36 main:574] : INFO : Epoch 2026 | loss: 0.0310898 | val_loss: 0.0311235 | Time: 1624.07 ms [2021-10-01 17:19:38 main:574] : INFO : Epoch 2027 | loss: 0.0310871 | val_loss: 0.031123 | Time: 1626.4 ms [2021-10-01 17:19:40 main:574] : INFO : Epoch 2028 | loss: 0.0310854 | val_loss: 0.0311256 | Time: 1649.36 ms [2021-10-01 17:19:41 main:574] : INFO : Epoch 2029 | loss: 0.0310864 | val_loss: 0.0311296 | Time: 1630.05 ms [2021-10-01 17:19:43 main:574] : INFO : Epoch 2030 | loss: 0.0310841 | val_loss: 0.0311218 | Time: 1644.99 ms [2021-10-01 17:19:45 main:574] : INFO : Epoch 2031 | loss: 0.0310883 | val_loss: 0.0311255 | Time: 1651.58 ms [2021-10-01 17:19:46 main:574] : INFO : Epoch 2032 | loss: 0.031087 | val_loss: 0.0311251 | Time: 1642.51 ms [2021-10-01 17:19:48 main:574] : INFO : Epoch 2033 | loss: 0.0310833 | val_loss: 0.031124 | Time: 1638.67 ms [2021-10-01 17:19:49 main:574] : INFO : Epoch 2034 | loss: 0.0310832 | val_loss: 0.0311271 | Time: 1651.79 ms [2021-10-01 17:19:51 main:574] : INFO : Epoch 2035 | loss: 0.0310815 | val_loss: 0.0311241 | Time: 1639.01 ms [2021-10-01 17:19:53 main:574] : INFO : Epoch 2036 | loss: 0.0310839 | val_loss: 0.0311254 | Time: 1641.85 ms [2021-10-01 17:19:54 main:574] : INFO : Epoch 2037 | loss: 0.0310852 | val_loss: 0.0311217 | Time: 1663.78 ms [2021-10-01 17:19:56 main:574] : INFO : Epoch 2038 | loss: 0.0310858 | val_loss: 0.0311286 | Time: 1647.26 ms [2021-10-01 17:19:58 main:574] : INFO : Epoch 2039 | loss: 0.0310874 | val_loss: 0.0311196 | Time: 1634.73 ms [2021-10-01 17:19:59 main:574] : INFO : Epoch 2040 | loss: 0.0310877 | val_loss: 0.0311203 | Time: 1622.58 ms [2021-10-01 17:20:01 main:574] : INFO : Epoch 2041 | loss: 0.0310868 | val_loss: 0.0311215 | Time: 1633.24 ms [2021-10-01 17:20:03 main:574] : INFO : Epoch 2042 | loss: 0.0310861 | val_loss: 0.0311226 | Time: 1617.28 ms [2021-10-01 17:20:04 main:574] : INFO : Epoch 2043 | loss: 0.0310853 | val_loss: 0.0311196 | Time: 1639.25 ms [2021-10-01 17:20:06 main:574] : INFO : Epoch 2044 | loss: 0.0310846 | val_loss: 0.0311305 | Time: 1643.72 ms [2021-10-01 17:20:08 main:574] : INFO : Epoch 2045 | loss: 0.0310853 | val_loss: 0.0311232 | Time: 1661.13 ms [2021-10-01 17:20:09 main:574] : INFO : Epoch 2046 | loss: 0.0310834 | val_loss: 0.0311281 | Time: 1656.54 ms [2021-10-01 17:20:11 main:574] : INFO : Epoch 2047 | loss: 0.0310847 | val_loss: 0.0311187 | Time: 1654.24 ms [2021-10-01 17:20:13 main:574] : INFO : Epoch 2048 | loss: 0.031084 | val_loss: 0.0311352 | Time: 1665.23 ms [2021-10-01 17:20:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311352 [2021-10-01 17:20:13 main:603] : INFO : Saving end state to config to file [2021-10-01 17:20:13 main:608] : INFO : Success, exiting.. 17:20:13 (6332): 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)