Task 14624462
| Name | ParityModified-1647047240-11413-3-0_0 |
| Workunit | 11639689 |
| Created | 18 Apr 2022, 23:33:15 UTC |
| Sent | 18 Apr 2022, 23:33:38 UTC |
| Report deadline | 26 Apr 2022, 23:33:38 UTC |
| Received | 19 Apr 2022, 15:58:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 1 sec |
| CPU time | 38 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 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> :11 main:574] : INFO : Epoch 1542 | loss: 0.0310687 | val_loss: 0.0311153 | Time: 1113.2 ms [2022-04-19 11:48:12 main:574] : INFO : Epoch 1543 | loss: 0.0310844 | val_loss: 0.0311175 | Time: 1113.48 ms [2022-04-19 11:48:13 main:574] : INFO : Epoch 1544 | loss: 0.0310965 | val_loss: 0.0311298 | Time: 1112.2 ms [2022-04-19 11:48:14 main:574] : INFO : Epoch 1545 | loss: 0.0311005 | val_loss: 0.0311256 | Time: 1112.13 ms [2022-04-19 11:48:15 main:574] : INFO : Epoch 1546 | loss: 0.0310953 | val_loss: 0.0311227 | Time: 1113.28 ms [2022-04-19 11:48:17 main:574] : INFO : Epoch 1547 | loss: 0.0310873 | val_loss: 0.0311187 | Time: 1111.28 ms [2022-04-19 11:48:18 main:574] : INFO : Epoch 1548 | loss: 0.0310863 | val_loss: 0.0311207 | Time: 1113.95 ms [2022-04-19 11:48:19 main:574] : INFO : Epoch 1549 | loss: 0.0310841 | val_loss: 0.0311139 | Time: 1110.52 ms [2022-04-19 11:48:20 main:574] : INFO : Epoch 1550 | loss: 0.0310804 | val_loss: 0.031115 | Time: 1110.32 ms [2022-04-19 11:48:21 main:574] : INFO : Epoch 1551 | loss: 0.0310754 | val_loss: 0.0311137 | Time: 1112.58 ms [2022-04-19 11:48:23 main:574] : INFO : Epoch 1552 | loss: 0.0310773 | val_loss: 0.0311164 | Time: 1109.59 ms [2022-04-19 11:48:24 main:574] : INFO : Epoch 1553 | loss: 0.0310787 | val_loss: 0.0311228 | Time: 1109.64 ms [2022-04-19 11:48:25 main:574] : INFO : Epoch 1554 | loss: 0.0311121 | val_loss: 0.0311195 | Time: 1109.76 ms [2022-04-19 11:48:26 main:574] : INFO : Epoch 1555 | loss: 0.031107 | val_loss: 0.0311269 | Time: 1110.36 ms [2022-04-19 11:48:27 main:574] : INFO : Epoch 1556 | loss: 0.0311119 | val_loss: 0.0311201 | Time: 1112.29 ms [2022-04-19 11:48:29 main:574] : INFO : Epoch 1557 | loss: 0.0310993 | val_loss: 0.0311157 | Time: 1113.87 ms [2022-04-19 11:48:30 main:574] : INFO : Epoch 1558 | loss: 0.0310905 | val_loss: 0.0311146 | Time: 1113.75 ms [2022-04-19 11:48:31 main:574] : INFO : Epoch 1559 | loss: 0.0310903 | val_loss: 0.031119 | Time: 1112.15 ms [2022-04-19 11:48:32 main:574] : INFO : Epoch 1560 | loss: 0.0310864 | val_loss: 0.0311159 | Time: 1122.95 ms [2022-04-19 11:48:33 main:574] : INFO : Epoch 1561 | loss: 0.0310847 | val_loss: 0.0311207 | Time: 1109.9 ms [2022-04-19 11:48:35 main:574] : INFO : Epoch 1562 | loss: 0.031085 | val_loss: 0.0311163 | Time: 1111.28 ms [2022-04-19 11:48:36 main:574] : INFO : Epoch 1563 | loss: 0.0310811 | val_loss: 0.0311122 | Time: 1110.82 ms [2022-04-19 11:48:37 main:574] : INFO : Epoch 1564 | loss: 0.0310777 | val_loss: 0.031117 | Time: 1115.27 ms [2022-04-19 11:48:38 main:574] : INFO : Epoch 1565 | loss: 0.0310768 | val_loss: 0.0311167 | Time: 1112.3 ms [2022-04-19 11:48:39 main:574] : INFO : Epoch 1566 | loss: 0.0310751 | val_loss: 0.0311144 | Time: 1114.03 ms [2022-04-19 11:48:41 main:574] : INFO : Epoch 1567 | loss: 0.0310767 | val_loss: 0.0311158 | Time: 1110.72 ms [2022-04-19 11:48:42 main:574] : INFO : Epoch 1568 | loss: 0.0310742 | val_loss: 0.0311161 | Time: 1108.06 ms [2022-04-19 11:48:43 main:574] : INFO : Epoch 1569 | loss: 0.0310705 | val_loss: 0.0311105 | Time: 1110.09 ms [2022-04-19 11:48:44 main:574] : INFO : Epoch 1570 | loss: 0.0310722 | val_loss: 0.0311191 | Time: 1112.16 ms [2022-04-19 11:48:45 main:574] : INFO : Epoch 1571 | loss: 0.0310691 | val_loss: 0.0311158 | Time: 1110.65 ms [2022-04-19 11:48:47 main:574] : INFO : Epoch 1572 | loss: 0.0310737 | val_loss: 0.0311118 | Time: 1112.68 ms [2022-04-19 11:48:48 main:574] : INFO : Epoch 1573 | loss: 0.0310711 | val_loss: 0.0311095 | Time: 1110.32 ms [2022-04-19 11:48:49 main:574] : INFO : Epoch 1574 | loss: 0.0310679 | val_loss: 0.031114 | Time: 1107.96 ms [2022-04-19 11:48:50 main:574] : INFO : Epoch 1575 | loss: 0.03107 | val_loss: 0.0311154 | Time: 1113.13 ms [2022-04-19 11:48:51 main:574] : INFO : Epoch 1576 | loss: 0.03107 | val_loss: 0.0311176 | Time: 1110.12 ms [2022-04-19 11:48:53 main:574] : INFO : Epoch 1577 | loss: 0.0310678 | val_loss: 0.031114 | Time: 1110.93 ms [2022-04-19 11:48:54 main:574] : INFO : Epoch 1578 | loss: 0.0310668 | val_loss: 0.0311181 | Time: 1113.38 ms [2022-04-19 11:48:55 main:574] : INFO : Epoch 1579 | loss: 0.0310693 | val_loss: 0.0311135 | Time: 1116.77 ms [2022-04-19 11:48:56 main:574] : INFO : Epoch 1580 | loss: 0.0310668 | val_loss: 0.0311111 | Time: 1109.18 ms [2022-04-19 11:48:57 main:574] : INFO : Epoch 1581 | loss: 0.0310718 | val_loss: 0.03111 | Time: 1110.17 ms [2022-04-19 11:48:59 main:574] : INFO : Epoch 1582 | loss: 0.0310707 | val_loss: 0.0311047 | Time: 1109.36 ms [2022-04-19 11:49:00 main:574] : INFO : Epoch 1583 | loss: 0.0310686 | val_loss: 0.031102 | Time: 1123.91 ms [2022-04-19 11:49:01 main:574] : INFO : Epoch 1584 | loss: 0.0310642 | val_loss: 0.0311023 | Time: 1111.58 ms [2022-04-19 11:49:02 main:574] : INFO : Epoch 1585 | loss: 0.0310617 | val_loss: 0.0311054 | Time: 1115.22 ms [2022-04-19 11:49:03 main:574] : INFO : Epoch 1586 | loss: 0.031064 | val_loss: 0.0311073 | Time: 1113.08 ms [2022-04-19 11:49:04 main:574] : INFO : Epoch 1587 | loss: 0.031061 | val_loss: 0.0311101 | Time: 1115.26 ms [2022-04-19 11:49:06 main:574] : INFO : Epoch 1588 | loss: 0.0310601 | val_loss: 0.0311125 | Time: 1112.86 ms [2022-04-19 11:49:07 main:574] : INFO : Epoch 1589 | loss: 0.0310589 | val_loss: 0.0311095 | Time: 1114.6 ms [2022-04-19 11:49:08 main:574] : INFO : Epoch 1590 | loss: 0.0310572 | val_loss: 0.0311113 | Time: 1110.4 ms [2022-04-19 11:49:09 main:574] : INFO : Epoch 1591 | loss: 0.0310635 | val_loss: 0.0311078 | Time: 1111.18 ms [2022-04-19 11:49:11 main:574] : INFO : Epoch 1592 | loss: 0.0310633 | val_loss: 0.0311092 | Time: 1112.42 ms [2022-04-19 11:49:12 main:574] : INFO : Epoch 1593 | loss: 0.031064 | val_loss: 0.0311051 | Time: 1109.55 ms [2022-04-19 11:49:13 main:574] : INFO : Epoch 1594 | loss: 0.0310613 | val_loss: 0.0311104 | Time: 1111.4 ms [2022-04-19 11:49:14 main:574] : INFO : Epoch 1595 | loss: 0.031073 | val_loss: 0.0311104 | Time: 1111.22 ms [2022-04-19 11:49:15 main:574] : INFO : Epoch 1596 | loss: 0.0310789 | val_loss: 0.0311224 | Time: 1109.95 ms [2022-04-19 11:49:16 main:574] : INFO : Epoch 1597 | loss: 0.0310801 | val_loss: 0.0311141 | Time: 1111.7 ms [2022-04-19 11:49:18 main:574] : INFO : Epoch 1598 | loss: 0.031075 | val_loss: 0.0311065 | Time: 1114.47 ms [2022-04-19 11:49:19 main:574] : INFO : Epoch 1599 | loss: 0.0310659 | val_loss: 0.0311071 | Time: 1113.12 ms [2022-04-19 11:49:20 main:574] : INFO : Epoch 1600 | loss: 0.0310614 | val_loss: 0.0311082 | Time: 1109.6 ms [2022-04-19 11:49:21 main:574] : INFO : Epoch 1601 | loss: 0.0310701 | val_loss: 0.031117 | Time: 1112.32 ms [2022-04-19 11:49:22 main:574] : INFO : Epoch 1602 | loss: 0.0310933 | val_loss: 0.0311163 | Time: 1112.83 ms [2022-04-19 11:49:24 main:574] : INFO : Epoch 1603 | loss: 0.0310867 | val_loss: 0.0311094 | Time: 1113.31 ms [2022-04-19 11:49:25 main:574] : INFO : Epoch 1604 | loss: 0.031079 | val_loss: 0.0311061 | Time: 1114.85 ms [2022-04-19 11:49:26 main:574] : INFO : Epoch 1605 | loss: 0.0310781 | val_loss: 0.031106 | Time: 1112.59 ms [2022-04-19 11:49:27 main:574] : INFO : Epoch 1606 | loss: 0.0310697 | val_loss: 0.0311072 | Time: 1113.66 ms [2022-04-19 11:49:28 main:574] : INFO : Epoch 1607 | loss: 0.0310676 | val_loss: 0.0311018 | Time: 1116.74 ms [2022-04-19 11:49:30 main:574] : INFO : Epoch 1608 | loss: 0.0310695 | val_loss: 0.0311057 | Time: 1112.62 ms [2022-04-19 11:49:31 main:574] : INFO : Epoch 1609 | loss: 0.0310698 | val_loss: 0.0311049 | Time: 1114.73 ms [2022-04-19 11:49:32 main:574] : INFO : Epoch 1610 | loss: 0.0310625 | val_loss: 0.0311066 | Time: 1112.86 ms [2022-04-19 11:49:33 main:574] : INFO : Epoch 1611 | loss: 0.0310592 | val_loss: 0.0311038 | Time: 1114.52 ms [2022-04-19 11:49:34 main:574] : INFO : Epoch 1612 | loss: 0.0310617 | val_loss: 0.0311166 | Time: 1110.59 ms [2022-04-19 11:49:36 main:574] : INFO : Epoch 1613 | loss: 0.0310741 | val_loss: 0.0311196 | Time: 1108.35 ms [2022-04-19 11:49:37 main:574] : INFO : Epoch 1614 | loss: 0.0310778 | val_loss: 0.0311086 | Time: 1111.67 ms [2022-04-19 11:49:38 main:574] : INFO : Epoch 1615 | loss: 0.0310695 | val_loss: 0.0311163 | Time: 1112.88 ms [2022-04-19 11:49:39 main:574] : INFO : Epoch 1616 | loss: 0.0310681 | val_loss: 0.0311148 | Time: 1117.59 ms [2022-04-19 11:49:40 main:574] : INFO : Epoch 1617 | loss: 0.0310682 | val_loss: 0.0311155 | Time: 1110.71 ms [2022-04-19 11:49:42 main:574] : INFO : Epoch 1618 | loss: 0.0310673 | val_loss: 0.0311105 | Time: 1116.83 ms [2022-04-19 11:49:43 main:574] : INFO : Epoch 1619 | loss: 0.0310657 | val_loss: 0.0311093 | Time: 1112.02 ms [2022-04-19 11:49:44 main:574] : INFO : Epoch 1620 | loss: 0.0310623 | val_loss: 0.0311092 | Time: 1110.48 ms [2022-04-19 11:49:45 main:574] : INFO : Epoch 1621 | loss: 0.0310643 | val_loss: 0.0311089 | Time: 1112.64 ms [2022-04-19 11:49:46 main:574] : INFO : Epoch 1622 | loss: 0.0310624 | val_loss: 0.0311015 | Time: 1111.43 ms [2022-04-19 11:49:48 main:574] : INFO : Epoch 1623 | loss: 0.0310643 | val_loss: 0.0311082 | Time: 1112.38 ms [2022-04-19 11:49:49 main:574] : INFO : Epoch 1624 | loss: 0.0310653 | val_loss: 0.0311065 | Time: 1111.23 ms [2022-04-19 11:49:50 main:574] : INFO : Epoch 1625 | loss: 0.0310659 | val_loss: 0.0311093 | Time: 1119.65 ms [2022-04-19 11:49:51 main:574] : INFO : Epoch 1626 | loss: 0.0310638 | val_loss: 0.0311081 | Time: 1110.24 ms [2022-04-19 11:49:52 main:574] : INFO : Epoch 1627 | loss: 0.0310599 | val_loss: 0.0311095 | Time: 1110.54 ms [2022-04-19 11:49:54 main:574] : INFO : Epoch 1628 | loss: 0.0310588 | val_loss: 0.0311078 | Time: 1110.4 ms [2022-04-19 11:49:55 main:574] : INFO : Epoch 1629 | loss: 0.0310573 | val_loss: 0.0311051 | Time: 1116.2 ms [2022-04-19 11:49:56 main:574] : INFO : Epoch 1630 | loss: 0.0310559 | val_loss: 0.0311135 | Time: 1113.26 ms [2022-04-19 11:49:57 main:574] : INFO : Epoch 1631 | loss: 0.0310583 | val_loss: 0.0311165 | Time: 1111.5 ms [2022-04-19 11:49:59 main:574] : INFO : Epoch 1632 | loss: 0.031057 | val_loss: 0.0311096 | Time: 1110.43 ms [2022-04-19 11:50:00 main:574] : INFO : Epoch 1633 | loss: 0.0310566 | val_loss: 0.0311066 | Time: 1110.85 ms [2022-04-19 11:50:01 main:574] : INFO : Epoch 1634 | loss: 0.0310585 | val_loss: 0.031108 | Time: 1116.13 ms [2022-04-19 11:50:02 main:574] : INFO : Epoch 1635 | loss: 0.0310603 | val_loss: 0.0311106 | Time: 1117.56 ms [2022-04-19 11:50:03 main:574] : INFO : Epoch 1636 | loss: 0.0310629 | val_loss: 0.0311104 | Time: 1114.26 ms [2022-04-19 11:50:04 main:574] : INFO : Epoch 1637 | loss: 0.0310564 | val_loss: 0.0311074 | Time: 1115.1 ms [2022-04-19 11:50:06 main:574] : INFO : Epoch 1638 | loss: 0.0310548 | val_loss: 0.0311069 | Time: 1111.99 ms [2022-04-19 11:50:07 main:574] : INFO : Epoch 1639 | loss: 0.0310522 | val_loss: 0.0311093 | Time: 1111.71 ms [2022-04-19 11:50:08 main:574] : INFO : Epoch 1640 | loss: 0.0310495 | val_loss: 0.031107 | Time: 1115.38 ms [2022-04-19 11:50:09 main:574] : INFO : Epoch 1641 | loss: 0.0310508 | val_loss: 0.0311013 | Time: 1113.01 ms [2022-04-19 11:50:10 main:574] : INFO : Epoch 1642 | loss: 0.0310602 | val_loss: 0.0311122 | Time: 1113 ms [2022-04-19 11:50:12 main:574] : INFO : Epoch 1643 | loss: 0.0310623 | val_loss: 0.0311078 | Time: 1112.31 ms [2022-04-19 11:50:13 main:574] : INFO : Epoch 1644 | loss: 0.0310629 | val_loss: 0.0311276 | Time: 1111.15 ms [2022-04-19 11:50:14 main:574] : INFO : Epoch 1645 | loss: 0.0311274 | val_loss: 0.031143 | Time: 1115.72 ms [2022-04-19 11:50:15 main:574] : INFO : Epoch 1646 | loss: 0.0311335 | val_loss: 0.0311369 | Time: 1111.25 ms [2022-04-19 11:50:16 main:574] : INFO : Epoch 1647 | loss: 0.0311217 | val_loss: 0.0311295 | Time: 1112.48 ms [2022-04-19 11:50:18 main:574] : INFO : Epoch 1648 | loss: 0.0311172 | val_loss: 0.0311262 | Time: 1109.56 ms [2022-04-19 11:50:19 main:574] : INFO : Epoch 1649 | loss: 0.0311217 | val_loss: 0.0311426 | Time: 1108.08 ms [2022-04-19 11:50:20 main:574] : INFO : Epoch 1650 | loss: 0.0311286 | val_loss: 0.0311361 | Time: 1109.87 ms [2022-04-19 11:50:21 main:574] : INFO : Epoch 1651 | loss: 0.0311248 | val_loss: 0.0311307 | Time: 1109.7 ms [2022-04-19 11:50:22 main:574] : INFO : Epoch 1652 | loss: 0.0311235 | val_loss: 0.0311321 | Time: 1110.38 ms [2022-04-19 11:50:24 main:574] : INFO : Epoch 1653 | loss: 0.0311392 | val_loss: 0.0311484 | Time: 1111.47 ms [2022-04-19 11:50:25 main:574] : INFO : Epoch 1654 | loss: 0.0311462 | val_loss: 0.03115 | Time: 1115.05 ms [2022-04-19 11:50:26 main:574] : INFO : Epoch 1655 | loss: 0.0311415 | val_loss: 0.0311507 | Time: 1113.07 ms [2022-04-19 11:50:27 main:574] : INFO : Epoch 1656 | loss: 0.0311383 | val_loss: 0.0311436 | Time: 1110.32 ms [2022-04-19 11:50:28 main:574] : INFO : Epoch 1657 | loss: 0.0311318 | val_loss: 0.0311399 | Time: 1113.77 ms [2022-04-19 11:50:30 main:574] : INFO : Epoch 1658 | loss: 0.031127 | val_loss: 0.0311336 | Time: 1114.01 ms [2022-04-19 11:50:31 main:574] : INFO : Epoch 1659 | loss: 0.0311234 | val_loss: 0.0311334 | Time: 1111.46 ms [2022-04-19 11:50:32 main:574] : INFO : Epoch 1660 | loss: 0.0311208 | val_loss: 0.0311321 | Time: 1110.79 ms [2022-04-19 11:50:33 main:574] : INFO : Epoch 1661 | loss: 0.0311184 | val_loss: 0.0311317 | Time: 1111.96 ms [2022-04-19 11:50:34 main:574] : INFO : Epoch 1662 | loss: 0.0311169 | val_loss: 0.0311323 | Time: 1111.03 ms [2022-04-19 11:50:36 main:574] : INFO : Epoch 1663 | loss: 0.031116 | val_loss: 0.0311319 | Time: 1109.83 ms [2022-04-19 11:50:37 main:574] : INFO : Epoch 1664 | loss: 0.0311145 | val_loss: 0.0311334 | Time: 1112.2 ms [2022-04-19 11:50:38 main:574] : INFO : Epoch 1665 | loss: 0.0311147 | val_loss: 0.0311327 | Time: 1112.49 ms [2022-04-19 11:50:39 main:574] : INFO : Epoch 1666 | loss: 0.0311144 | val_loss: 0.0311285 | Time: 1113.59 ms [2022-04-19 11:50:40 main:574] : INFO : Epoch 1667 | loss: 0.0311143 | val_loss: 0.0311282 | Time: 1114.25 ms [2022-04-19 11:50:42 main:574] : INFO : Epoch 1668 | loss: 0.0311103 | val_loss: 0.0311249 | Time: 1109.4 ms [2022-04-19 11:50:43 main:574] : INFO : Epoch 1669 | loss: 0.0311089 | val_loss: 0.0311241 | Time: 1116.63 ms [2022-04-19 11:50:44 main:574] : INFO : Epoch 1670 | loss: 0.03111 | val_loss: 0.0311243 | Time: 1113.1 ms [2022-04-19 11:50:45 main:574] : INFO : Epoch 1671 | loss: 0.0311059 | val_loss: 0.0311235 | Time: 1109.77 ms [2022-04-19 11:50:46 main:574] : INFO : Epoch 1672 | loss: 0.0311037 | val_loss: 0.0311269 | Time: 1109.19 ms [2022-04-19 11:50:48 main:574] : INFO : Epoch 1673 | loss: 0.031103 | val_loss: 0.0311225 | Time: 1113.34 ms [2022-04-19 11:50:49 main:574] : INFO : Epoch 1674 | loss: 0.0311053 | val_loss: 0.0311308 | Time: 1115.63 ms [2022-04-19 11:50:50 main:574] : INFO : Epoch 1675 | loss: 0.0311059 | val_loss: 0.0311249 | Time: 1108.38 ms [2022-04-19 11:50:51 main:574] : INFO : Epoch 1676 | loss: 0.0311038 | val_loss: 0.0311276 | Time: 1109.58 ms [2022-04-19 11:50:52 main:574] : INFO : Epoch 1677 | loss: 0.0311033 | val_loss: 0.0311231 | Time: 1110.83 ms [2022-04-19 11:50:54 main:574] : INFO : Epoch 1678 | loss: 0.0311034 | val_loss: 0.0311198 | Time: 1113.14 ms [2022-04-19 11:50:55 main:574] : INFO : Epoch 1679 | loss: 0.0311014 | val_loss: 0.031121 | Time: 1111.07 ms [2022-04-19 11:50:56 main:574] : INFO : Epoch 1680 | loss: 0.0310983 | val_loss: 0.0311143 | Time: 1105.8 ms [2022-04-19 11:50:57 main:574] : INFO : Epoch 1681 | loss: 0.0310999 | val_loss: 0.0311165 | Time: 1114.6 ms [2022-04-19 11:50:58 main:574] : INFO : Epoch 1682 | loss: 0.0310972 | val_loss: 0.0311151 | Time: 1108.34 ms [2022-04-19 11:51:00 main:574] : INFO : Epoch 1683 | loss: 0.0310974 | val_loss: 0.031116 | Time: 1112.63 ms [2022-04-19 11:51:01 main:574] : INFO : Epoch 1684 | loss: 0.0310943 | val_loss: 0.031116 | Time: 1114.52 ms [2022-04-19 11:51:02 main:574] : INFO : Epoch 1685 | loss: 0.0310953 | val_loss: 0.0311151 | Time: 1110.58 ms [2022-04-19 11:51:03 main:574] : INFO : Epoch 1686 | loss: 0.0310952 | val_loss: 0.0311152 | Time: 1110.04 ms [2022-04-19 11:51:04 main:574] : INFO : Epoch 1687 | loss: 0.0310946 | val_loss: 0.0311256 | Time: 1112.98 ms [2022-04-19 11:51:06 main:574] : INFO : Epoch 1688 | loss: 0.0310957 | val_loss: 0.0311176 | Time: 1111.66 ms [2022-04-19 11:51:07 main:574] : INFO : Epoch 1689 | loss: 0.0310945 | val_loss: 0.0311214 | Time: 1113 ms [2022-04-19 11:51:08 main:574] : INFO : Epoch 1690 | loss: 0.0310934 | val_loss: 0.0311125 | Time: 1110.19 ms [2022-04-19 11:51:09 main:574] : INFO : Epoch 1691 | loss: 0.0310935 | val_loss: 0.0311143 | Time: 1111.67 ms [2022-04-19 11:51:11 main:574] : INFO : Epoch 1692 | loss: 0.0310943 | val_loss: 0.0311121 | Time: 1110.14 ms [2022-04-19 11:51:12 main:574] : INFO : Epoch 1693 | loss: 0.0310924 | val_loss: 0.0311116 | Time: 1113.83 ms [2022-04-19 11:51:13 main:574] : INFO : Epoch 1694 | loss: 0.0310901 | val_loss: 0.0311102 | Time: 1111.12 ms [2022-04-19 11:51:14 main:574] : INFO : Epoch 1695 | loss: 0.0310918 | val_loss: 0.0311083 | Time: 1114.72 ms [2022-04-19 11:51:15 main:574] : INFO : Epoch 1696 | loss: 0.0310933 | val_loss: 0.0311058 | Time: 1111.34 ms [2022-04-19 11:51:16 main:574] : INFO : Epoch 1697 | loss: 0.0310894 | val_loss: 0.031109 | Time: 1110.12 ms [2022-04-19 11:51:18 main:574] : INFO : Epoch 1698 | loss: 0.03109 | val_loss: 0.0311094 | Time: 1113.17 ms [2022-04-19 11:51:19 main:574] : INFO : Epoch 1699 | loss: 0.0310957 | val_loss: 0.0311167 | Time: 1116.58 ms [2022-04-19 11:51:20 main:574] : INFO : Epoch 1700 | loss: 0.0310956 | val_loss: 0.031117 | Time: 1111.7 ms [2022-04-19 11:51:21 main:574] : INFO : Epoch 1701 | loss: 0.0310925 | val_loss: 0.0311138 | Time: 1116.39 ms [2022-04-19 11:51:22 main:574] : INFO : Epoch 1702 | loss: 0.0310872 | val_loss: 0.0311123 | Time: 1113.01 ms [2022-04-19 11:51:24 main:574] : INFO : Epoch 1703 | loss: 0.0310859 | val_loss: 0.0311082 | Time: 1113.29 ms [2022-04-19 11:51:25 main:574] : INFO : Epoch 1704 | loss: 0.0310854 | val_loss: 0.0311152 | Time: 1115.34 ms [2022-04-19 11:51:26 main:574] : INFO : Epoch 1705 | loss: 0.0310883 | val_loss: 0.0311278 | Time: 1115.46 ms [2022-04-19 11:51:27 main:574] : INFO : Epoch 1706 | loss: 0.0311033 | val_loss: 0.031124 | Time: 1110.62 ms [2022-04-19 11:51:29 main:574] : INFO : Epoch 1707 | loss: 0.0311015 | val_loss: 0.0311229 | Time: 1110.5 ms [2022-04-19 11:51:30 main:574] : INFO : Epoch 1708 | loss: 0.0310977 | val_loss: 0.0311171 | Time: 1113.29 ms [2022-04-19 11:51:31 main:574] : INFO : Epoch 1709 | loss: 0.0310961 | val_loss: 0.0311122 | Time: 1113.99 ms [2022-04-19 11:51:32 main:574] : INFO : Epoch 1710 | loss: 0.0310971 | val_loss: 0.0311223 | Time: 1109.68 ms [2022-04-19 11:51:33 main:574] : INFO : Epoch 1711 | loss: 0.0311024 | val_loss: 0.0311228 | Time: 1111.75 ms [2022-04-19 11:51:34 main:574] : INFO : Epoch 1712 | loss: 0.0310979 | val_loss: 0.0311179 | Time: 1110.64 ms [2022-04-19 11:51:36 main:574] : INFO : Epoch 1713 | loss: 0.0310937 | val_loss: 0.0311127 | Time: 1110.37 ms [2022-04-19 11:51:37 main:574] : INFO : Epoch 1714 | loss: 0.0310901 | val_loss: 0.0311146 | Time: 1112.9 ms [2022-04-19 11:51:38 main:574] : INFO : Epoch 1715 | loss: 0.0310876 | val_loss: 0.031109 | Time: 1113.46 ms [2022-04-19 11:51:39 main:574] : INFO : Epoch 1716 | loss: 0.0310915 | val_loss: 0.0311283 | Time: 1112.58 ms [2022-04-19 11:51:41 main:574] : INFO : Epoch 1717 | loss: 0.0310878 | val_loss: 0.031114 | Time: 1108.66 ms [2022-04-19 11:51:42 main:574] : INFO : Epoch 1718 | loss: 0.0310869 | val_loss: 0.0311129 | Time: 1112.94 ms [2022-04-19 11:51:43 main:574] : INFO : Epoch 1719 | loss: 0.0310862 | val_loss: 0.0311138 | Time: 1113.17 ms [2022-04-19 11:51:44 main:574] : INFO : Epoch 1720 | loss: 0.0310863 | val_loss: 0.0311162 | Time: 1110.71 ms [2022-04-19 11:51:45 main:574] : INFO : Epoch 1721 | loss: 0.0310976 | val_loss: 0.0311295 | Time: 1112.57 ms [2022-04-19 11:51:47 main:574] : INFO : Epoch 1722 | loss: 0.0311105 | val_loss: 0.0311189 | Time: 1110.77 ms [2022-04-19 11:51:48 main:574] : INFO : Epoch 1723 | loss: 0.0311049 | val_loss: 0.0311222 | Time: 1112.52 ms [2022-04-19 11:51:49 main:574] : INFO : Epoch 1724 | loss: 0.0310982 | val_loss: 0.0311061 | Time: 1110.59 ms [2022-04-19 11:51:50 main:574] : INFO : Epoch 1725 | loss: 0.0310895 | val_loss: 0.0311058 | Time: 1114.19 ms [2022-04-19 11:51:51 main:574] : INFO : Epoch 1726 | loss: 0.0310857 | val_loss: 0.0311055 | Time: 1110.4 ms [2022-04-19 11:51:53 main:574] : INFO : Epoch 1727 | loss: 0.0310832 | val_loss: 0.0311092 | Time: 1109.91 ms [2022-04-19 11:51:54 main:574] : INFO : Epoch 1728 | loss: 0.0310808 | val_loss: 0.0311103 | Time: 1113.21 ms [2022-04-19 11:51:55 main:574] : INFO : Epoch 1729 | loss: 0.0310847 | val_loss: 0.0311156 | Time: 1116.58 ms [2022-04-19 11:51:56 main:574] : INFO : Epoch 1730 | loss: 0.0310823 | val_loss: 0.0311048 | Time: 1111.37 ms [2022-04-19 11:51:57 main:574] : INFO : Epoch 1731 | loss: 0.0310783 | val_loss: 0.0311041 | Time: 1113.43 ms [2022-04-19 11:51:59 main:574] : INFO : Epoch 1732 | loss: 0.0310795 | val_loss: 0.0311084 | Time: 1113 ms [2022-04-19 11:52:00 main:574] : INFO : Epoch 1733 | loss: 0.0310788 | val_loss: 0.0311099 | Time: 1113.87 ms [2022-04-19 11:52:01 main:574] : INFO : Epoch 1734 | loss: 0.031077 | val_loss: 0.0311073 | Time: 1114.48 ms [2022-04-19 11:52:02 main:574] : INFO : Epoch 1735 | loss: 0.0310773 | val_loss: 0.0311126 | Time: 1112.73 ms [2022-04-19 11:52:04 main:574] : INFO : Epoch 1736 | loss: 0.0310766 | val_loss: 0.0311102 | Time: 1109.55 ms [2022-04-19 11:52:05 main:574] : INFO : Epoch 1737 | loss: 0.031074 | val_loss: 0.0311065 | Time: 1111.25 ms [2022-04-19 11:52:06 main:574] : INFO : Epoch 1738 | loss: 0.031078 | val_loss: 0.0311156 | Time: 1109.18 ms [2022-04-19 11:52:07 main:574] : INFO : Epoch 1739 | loss: 0.031087 | val_loss: 0.0311068 | Time: 1110.84 ms [2022-04-19 11:52:08 main:574] : INFO : Epoch 1740 | loss: 0.0310818 | val_loss: 0.0311088 | Time: 1110.95 ms [2022-04-19 11:52:09 main:574] : INFO : Epoch 1741 | loss: 0.0310783 | val_loss: 0.0311063 | Time: 1110.54 ms [2022-04-19 11:52:11 main:574] : INFO : Epoch 1742 | loss: 0.0310797 | val_loss: 0.0311041 | Time: 1112.75 ms [2022-04-19 11:52:12 main:574] : INFO : Epoch 1743 | loss: 0.0310803 | val_loss: 0.0311043 | Time: 1109.09 ms [2022-04-19 11:52:13 main:574] : INFO : Epoch 1744 | loss: 0.0310753 | val_loss: 0.0311086 | Time: 1109.74 ms [2022-04-19 11:52:14 main:574] : INFO : Epoch 1745 | loss: 0.0310803 | val_loss: 0.031109 | Time: 1110.72 ms [2022-04-19 11:52:15 main:574] : INFO : Epoch 1746 | loss: 0.0310808 | val_loss: 0.0311146 | Time: 1111.72 ms [2022-04-19 11:52:17 main:574] : INFO : Epoch 1747 | loss: 0.0310818 | val_loss: 0.0311065 | Time: 1113.6 ms [2022-04-19 11:52:18 main:574] : INFO : Epoch 1748 | loss: 0.0310766 | val_loss: 0.0310995 | Time: 1110.68 ms [2022-04-19 11:52:19 main:574] : INFO : Epoch 1749 | loss: 0.0310725 | val_loss: 0.0311075 | Time: 1116.19 ms [2022-04-19 11:52:20 main:574] : INFO : Epoch 1750 | loss: 0.0310741 | val_loss: 0.0311113 | Time: 1110.81 ms [2022-04-19 11:52:21 main:574] : INFO : Epoch 1751 | loss: 0.0310782 | val_loss: 0.0311103 | Time: 1111.17 ms [2022-04-19 11:52:23 main:574] : INFO : Epoch 1752 | loss: 0.0310734 | val_loss: 0.0311138 | Time: 1111.58 ms [2022-04-19 11:52:24 main:574] : INFO : Epoch 1753 | loss: 0.0310718 | val_loss: 0.0311108 | Time: 1110.71 ms [2022-04-19 11:52:25 main:574] : INFO : Epoch 1754 | loss: 0.0310719 | val_loss: 0.0311078 | Time: 1115 ms [2022-04-19 11:52:26 main:574] : INFO : Epoch 1755 | loss: 0.03107 | val_loss: 0.0311066 | Time: 1110.4 ms [2022-04-19 11:52:28 main:574] : INFO : Epoch 1756 | loss: 0.0310689 | val_loss: 0.031105 | Time: 1114.22 ms [2022-04-19 11:52:29 main:574] : INFO : Epoch 1757 | loss: 0.0310687 | val_loss: 0.0311084 | Time: 1114.39 ms [2022-04-19 11:52:30 main:574] : INFO : Epoch 1758 | loss: 0.0310731 | val_loss: 0.0311039 | Time: 1110.13 ms [2022-04-19 11:52:31 main:574] : INFO : Epoch 1759 | loss: 0.0310689 | val_loss: 0.0311039 | Time: 1112.28 ms [2022-04-19 11:52:32 main:574] : INFO : Epoch 1760 | loss: 0.0310704 | val_loss: 0.0311016 | Time: 1110.33 ms [2022-04-19 11:52:33 main:574] : INFO : Epoch 1761 | loss: 0.0310645 | val_loss: 0.0311041 | Time: 1115.78 ms [2022-04-19 11:52:35 main:574] : INFO : Epoch 1762 | loss: 0.031071 | val_loss: 0.0311037 | Time: 1113.63 ms [2022-04-19 11:52:36 main:574] : INFO : Epoch 1763 | loss: 0.0310725 | val_loss: 0.0311115 | Time: 1115.09 ms [2022-04-19 11:52:37 main:574] : INFO : Epoch 1764 | loss: 0.0310752 | val_loss: 0.0311135 | Time: 1110.13 ms [2022-04-19 11:52:38 main:574] : INFO : Epoch 1765 | loss: 0.0310735 | val_loss: 0.0311159 | Time: 1112.02 ms [2022-04-19 11:52:39 main:574] : INFO : Epoch 1766 | loss: 0.0310739 | val_loss: 0.0311101 | Time: 1112.62 ms [2022-04-19 11:52:41 main:574] : INFO : Epoch 1767 | loss: 0.0310725 | val_loss: 0.0311144 | Time: 1113.72 ms [2022-04-19 11:52:42 main:574] : INFO : Epoch 1768 | loss: 0.0310709 | val_loss: 0.0311088 | Time: 1113.88 ms [2022-04-19 11:52:43 main:574] : INFO : Epoch 1769 | loss: 0.031072 | val_loss: 0.03111 | Time: 1110.21 ms [2022-04-19 11:52:44 main:574] : INFO : Epoch 1770 | loss: 0.0310778 | val_loss: 0.0311075 | Time: 1111 ms [2022-04-19 11:52:45 main:574] : INFO : Epoch 1771 | loss: 0.0310742 | val_loss: 0.0311137 | Time: 1112.71 ms [2022-04-19 11:52:47 main:574] : INFO : Epoch 1772 | loss: 0.031071 | val_loss: 0.0311107 | Time: 1114.08 ms [2022-04-19 11:52:48 main:574] : INFO : Epoch 1773 | loss: 0.0310708 | val_loss: 0.0311131 | Time: 1113.07 ms [2022-04-19 11:52:49 main:574] : INFO : Epoch 1774 | loss: 0.0310681 | val_loss: 0.0311127 | Time: 1113.18 ms [2022-04-19 11:52:50 main:574] : INFO : Epoch 1775 | loss: 0.031073 | val_loss: 0.0311199 | Time: 1109.45 ms [2022-04-19 11:52:51 main:574] : INFO : Epoch 1776 | loss: 0.0310759 | val_loss: 0.0311133 | Time: 1112.91 ms [2022-04-19 11:52:53 main:574] : INFO : Epoch 1777 | loss: 0.0310721 | val_loss: 0.0311129 | Time: 1114.26 ms [2022-04-19 11:52:54 main:574] : INFO : Epoch 1778 | loss: 0.0310691 | val_loss: 0.031114 | Time: 1111.86 ms [2022-04-19 11:52:55 main:574] : INFO : Epoch 1779 | loss: 0.0310746 | val_loss: 0.0311101 | Time: 1116.61 ms [2022-04-19 11:52:56 main:574] : INFO : Epoch 1780 | loss: 0.0310688 | val_loss: 0.0311063 | Time: 1111.88 ms [2022-04-19 11:52:57 main:574] : INFO : Epoch 1781 | loss: 0.0310682 | val_loss: 0.0311026 | Time: 1112.36 ms [2022-04-19 11:52:59 main:574] : INFO : Epoch 1782 | loss: 0.0310669 | val_loss: 0.0311075 | Time: 1110.79 ms [2022-04-19 11:53:00 main:574] : INFO : Epoch 1783 | loss: 0.0310692 | val_loss: 0.0311171 | Time: 1112.09 ms [2022-04-19 11:53:01 main:574] : INFO : Epoch 1784 | loss: 0.0310723 | val_loss: 0.0311133 | Time: 1111.77 ms [2022-04-19 11:53:02 main:574] : INFO : Epoch 1785 | loss: 0.0310691 | val_loss: 0.0311122 | Time: 1111.73 ms [2022-04-19 11:53:04 main:574] : INFO : Epoch 1786 | loss: 0.0310694 | val_loss: 0.0311188 | Time: 1113.04 ms [2022-04-19 11:53:05 main:574] : INFO : Epoch 1787 | loss: 0.0310646 | val_loss: 0.0311082 | Time: 1112.28 ms [2022-04-19 11:53:06 main:574] : INFO : Epoch 1788 | loss: 0.0310638 | val_loss: 0.0311098 | Time: 1110.7 ms [2022-04-19 11:53:07 main:574] : INFO : Epoch 1789 | loss: 0.0310656 | val_loss: 0.0311083 | Time: 1113.27 ms [2022-04-19 11:53:08 main:574] : INFO : Epoch 1790 | loss: 0.0310603 | val_loss: 0.0311036 | Time: 1110.11 ms [2022-04-19 11:53:10 main:574] : INFO : Epoch 1791 | loss: 0.0310741 | val_loss: 0.0311065 | Time: 1113.29 ms [2022-04-19 11:53:11 main:574] : INFO : Epoch 1792 | loss: 0.0310723 | val_loss: 0.0311089 | Time: 1111.58 ms [2022-04-19 11:53:12 main:574] : INFO : Epoch 1793 | loss: 0.0310653 | val_loss: 0.0311115 | Time: 1113.47 ms [2022-04-19 11:53:13 main:574] : INFO : Epoch 1794 | loss: 0.0310651 | val_loss: 0.0311089 | Time: 1108.6 ms [2022-04-19 11:53:14 main:574] : INFO : Epoch 1795 | loss: 0.0310631 | val_loss: 0.0311069 | Time: 1112.12 ms [2022-04-19 11:53:16 main:574] : INFO : Epoch 1796 | loss: 0.0310624 | val_loss: 0.0311093 | Time: 1112.73 ms [2022-04-19 11:53:17 main:574] : INFO : Epoch 1797 | loss: 0.0310638 | val_loss: 0.0311093 | Time: 1111.59 ms [2022-04-19 11:53:18 main:574] : INFO : Epoch 1798 | loss: 0.031062 | val_loss: 0.0311078 | Time: 1110.09 ms [2022-04-19 11:53:19 main:574] : INFO : Epoch 1799 | loss: 0.0310642 | val_loss: 0.031115 | Time: 1109.04 ms [2022-04-19 11:53:21 main:574] : INFO : Epoch 1800 | loss: 0.0310649 | val_loss: 0.0311197 | Time: 1120.14 ms [2022-04-19 11:53:22 main:574] : INFO : Epoch 1801 | loss: 0.0310684 | val_loss: 0.031112 | Time: 1114.61 ms [2022-04-19 11:53:23 main:574] : INFO : Epoch 1802 | loss: 0.0310673 | val_loss: 0.0311121 | Time: 1110.52 ms [2022-04-19 11:53:24 main:574] : INFO : Epoch 1803 | loss: 0.0310628 | val_loss: 0.0311076 | Time: 1123.57 ms [2022-04-19 11:53:25 main:574] : INFO : Epoch 1804 | loss: 0.0310614 | val_loss: 0.0311137 | Time: 1116.91 ms [2022-04-19 11:53:27 main:574] : INFO : Epoch 1805 | loss: 0.0310606 | val_loss: 0.0311105 | Time: 1114.27 ms [2022-04-19 11:53:28 main:574] : INFO : Epoch 1806 | loss: 0.0310612 | val_loss: 0.0311103 | Time: 1112.73 ms [2022-04-19 11:53:29 main:574] : INFO : Epoch 1807 | loss: 0.0310626 | val_loss: 0.0311177 | Time: 1110.05 ms [2022-04-19 11:53:30 main:574] : INFO : Epoch 1808 | loss: 0.0310734 | val_loss: 0.0311156 | Time: 1108.98 ms [2022-04-19 11:53:31 main:574] : INFO : Epoch 1809 | loss: 0.0310658 | val_loss: 0.0311043 | Time: 1109.15 ms [2022-04-19 11:53:33 main:574] : INFO : Epoch 1810 | loss: 0.0310651 | val_loss: 0.0311073 | Time: 1109.48 ms [2022-04-19 11:53:34 main:574] : INFO : Epoch 1811 | loss: 0.0310598 | val_loss: 0.031105 | Time: 1113.85 ms [2022-04-19 11:53:35 main:574] : INFO : Epoch 1812 | loss: 0.0310595 | val_loss: 0.0311102 | Time: 1109.52 ms [2022-04-19 11:53:36 main:574] : INFO : Epoch 1813 | loss: 0.0310604 | val_loss: 0.0311082 | Time: 1108.95 ms [2022-04-19 11:53:37 main:574] : INFO : Epoch 1814 | loss: 0.0310704 | val_loss: 0.0311095 | Time: 1111.57 ms [2022-04-19 11:53:39 main:574] : INFO : Epoch 1815 | loss: 0.0310714 | val_loss: 0.0311043 | Time: 1111.39 ms [2022-04-19 11:53:40 main:574] : INFO : Epoch 1816 | loss: 0.0310677 | val_loss: 0.031108 | Time: 1108.97 ms [2022-04-19 11:53:41 main:574] : INFO : Epoch 1817 | loss: 0.0310636 | val_loss: 0.0311071 | Time: 1112.01 ms [2022-04-19 11:53:42 main:574] : INFO : Epoch 1818 | loss: 0.0310598 | val_loss: 0.0311102 | Time: 1111.7 ms [2022-04-19 11:53:43 main:574] : INFO : Epoch 1819 | loss: 0.0310615 | val_loss: 0.031102 | Time: 1109.94 ms [2022-04-19 11:53:45 main:574] : INFO : Epoch 1820 | loss: 0.0310629 | val_loss: 0.0311079 | Time: 1110.01 ms [2022-04-19 11:53:46 main:574] : INFO : Epoch 1821 | loss: 0.0310653 | val_loss: 0.0311113 | Time: 1115.48 ms [2022-04-19 11:53:47 main:574] : INFO : Epoch 1822 | loss: 0.0310639 | val_loss: 0.0311069 | Time: 1116.23 ms [2022-04-19 11:53:48 main:574] : INFO : Epoch 1823 | loss: 0.0310664 | val_loss: 0.0311071 | Time: 1115.54 ms [2022-04-19 11:53:49 main:574] : INFO : Epoch 1824 | loss: 0.0310711 | val_loss: 0.0311122 | Time: 1110.56 ms [2022-04-19 11:53:51 main:574] : INFO : Epoch 1825 | loss: 0.0310667 | val_loss: 0.0311099 | Time: 1110.48 ms [2022-04-19 11:53:52 main:574] : INFO : Epoch 1826 | loss: 0.0310653 | val_loss: 0.031116 | Time: 1111.52 ms [2022-04-19 11:53:53 main:574] : INFO : Epoch 1827 | loss: 0.0310744 | val_loss: 0.0311084 | Time: 1111.23 ms [2022-04-19 11:53:54 main:574] : INFO : Epoch 1828 | loss: 0.0310756 | val_loss: 0.0311142 | Time: 1111.05 ms [2022-04-19 11:53:55 main:574] : INFO : Epoch 1829 | loss: 0.0310732 | val_loss: 0.0311139 | Time: 1113.79 ms [2022-04-19 11:53:56 main:574] : INFO : Epoch 1830 | loss: 0.0310714 | val_loss: 0.0311105 | Time: 1111.12 ms [2022-04-19 11:53:58 main:574] : INFO : Epoch 1831 | loss: 0.0310715 | val_loss: 0.0311049 | Time: 1113.84 ms [2022-04-19 11:53:59 main:574] : INFO : Epoch 1832 | loss: 0.0310677 | val_loss: 0.0311062 | Time: 1111.43 ms [2022-04-19 11:54:00 main:574] : INFO : Epoch 1833 | loss: 0.031067 | val_loss: 0.0311113 | Time: 1110.75 ms [2022-04-19 11:54:01 main:574] : INFO : Epoch 1834 | loss: 0.0310661 | val_loss: 0.0311088 | Time: 1112.1 ms [2022-04-19 11:54:02 main:574] : INFO : Epoch 1835 | loss: 0.0310624 | val_loss: 0.0311168 | Time: 1111.05 ms [2022-04-19 11:54:04 main:574] : INFO : Epoch 1836 | loss: 0.0310649 | val_loss: 0.031105 | Time: 1109.2 ms [2022-04-19 11:54:05 main:574] : INFO : Epoch 1837 | loss: 0.0310673 | val_loss: 0.0311084 | Time: 1112.55 ms [2022-04-19 11:54:06 main:574] : INFO : Epoch 1838 | loss: 0.0310599 | val_loss: 0.0311038 | Time: 1111.43 ms [2022-04-19 11:54:07 main:574] : INFO : Epoch 1839 | loss: 0.0310653 | val_loss: 0.0311053 | Time: 1114.41 ms [2022-04-19 11:54:08 main:574] : INFO : Epoch 1840 | loss: 0.0310632 | val_loss: 0.0311064 | Time: 1114.99 ms [2022-04-19 11:54:10 main:574] : INFO : Epoch 1841 | loss: 0.0310604 | val_loss: 0.0311065 | Time: 1112.11 ms [2022-04-19 11:54:11 main:574] : INFO : Epoch 1842 | loss: 0.0310619 | val_loss: 0.0311044 | Time: 1108.6 ms [2022-04-19 11:54:12 main:574] : INFO : Epoch 1843 | loss: 0.0310626 | val_loss: 0.031104 | Time: 1111.31 ms [2022-04-19 11:54:13 main:574] : INFO : Epoch 1844 | loss: 0.031062 | val_loss: 0.031106 | Time: 1110.42 ms [2022-04-19 11:54:15 main:574] : INFO : Epoch 1845 | loss: 0.0310624 | val_loss: 0.0311011 | Time: 1114.5 ms [2022-04-19 11:54:16 main:574] : INFO : Epoch 1846 | loss: 0.0310646 | val_loss: 0.031107 | Time: 1110.46 ms [2022-04-19 11:54:17 main:574] : INFO : Epoch 1847 | loss: 0.0310776 | val_loss: 0.0311057 | Time: 1108.68 ms [2022-04-19 11:54:18 main:574] : INFO : Epoch 1848 | loss: 0.0310753 | val_loss: 0.0311139 | Time: 1110.24 ms [2022-04-19 11:54:19 main:574] : INFO : Epoch 1849 | loss: 0.0310803 | val_loss: 0.0311104 | Time: 1111.55 ms [2022-04-19 11:54:21 main:574] : INFO : Epoch 1850 | loss: 0.0310808 | val_loss: 0.0311039 | Time: 1109.28 ms [2022-04-19 11:54:22 main:574] : INFO : Epoch 1851 | loss: 0.0310799 | val_loss: 0.031105 | Time: 1113.61 ms [2022-04-19 11:54:23 main:574] : INFO : Epoch 1852 | loss: 0.0310783 | val_loss: 0.0311076 | Time: 1109.46 ms [2022-04-19 11:54:24 main:574] : INFO : Epoch 1853 | loss: 0.0310767 | val_loss: 0.0311096 | Time: 1112.88 ms [2022-04-19 11:54:25 main:574] : INFO : Epoch 1854 | loss: 0.0310713 | val_loss: 0.0311042 | Time: 1115.72 ms [2022-04-19 11:54:27 main:574] : INFO : Epoch 1855 | loss: 0.0310683 | val_loss: 0.0311015 | Time: 1111.42 ms [2022-04-19 11:54:28 main:574] : INFO : Epoch 1856 | loss: 0.0310706 | val_loss: 0.0311026 | Time: 1112.3 ms [2022-04-19 11:54:29 main:574] : INFO : Epoch 1857 | loss: 0.0310636 | val_loss: 0.031098 | Time: 1112.58 ms [2022-04-19 11:54:30 main:574] : INFO : Epoch 1858 | loss: 0.0310607 | val_loss: 0.0311019 | Time: 1113.96 ms [2022-04-19 11:54:31 main:574] : INFO : Epoch 1859 | loss: 0.0310641 | val_loss: 0.0311016 | Time: 1113.02 ms [2022-04-19 11:54:33 main:574] : INFO : Epoch 1860 | loss: 0.03106 | val_loss: 0.0311022 | Time: 1109.42 ms [2022-04-19 11:54:34 main:574] : INFO : Epoch 1861 | loss: 0.0310569 | val_loss: 0.0311029 | Time: 1112.53 ms [2022-04-19 11:54:35 main:574] : INFO : Epoch 1862 | loss: 0.0310549 | val_loss: 0.0310987 | Time: 1114.84 ms [2022-04-19 11:54:36 main:574] : INFO : Epoch 1863 | loss: 0.0310559 | val_loss: 0.0311 | Time: 1112.61 ms [2022-04-19 11:54:37 main:574] : INFO : Epoch 1864 | loss: 0.0310638 | val_loss: 0.0311019 | Time: 1111.88 ms [2022-04-19 11:54:39 main:574] : INFO : Epoch 1865 | loss: 0.0310612 | val_loss: 0.031102 | Time: 1111.36 ms [2022-04-19 11:54:40 main:574] : INFO : Epoch 1866 | loss: 0.0310616 | val_loss: 0.0310974 | Time: 1109.14 ms [2022-04-19 11:54:41 main:574] : INFO : Epoch 1867 | loss: 0.0310631 | val_loss: 0.031096 | Time: 1112.55 ms [2022-04-19 11:54:42 main:574] : INFO : Epoch 1868 | loss: 0.0310677 | val_loss: 0.031103 | Time: 1112.01 ms [2022-04-19 11:54:43 main:574] : INFO : Epoch 1869 | loss: 0.0310623 | val_loss: 0.0311025 | Time: 1110.25 ms [2022-04-19 11:54:45 main:574] : INFO : Epoch 1870 | loss: 0.0310623 | val_loss: 0.0310968 | Time: 1111.69 ms [2022-04-19 11:54:46 main:574] : INFO : Epoch 1871 | loss: 0.0310652 | val_loss: 0.0311018 | Time: 1110.61 ms [2022-04-19 11:54:47 main:574] : INFO : Epoch 1872 | loss: 0.0310696 | val_loss: 0.031099 | Time: 1114.91 ms [2022-04-19 11:54:48 main:574] : INFO : Epoch 1873 | loss: 0.0310691 | val_loss: 0.0310955 | Time: 1111.2 ms [2022-04-19 11:54:49 main:574] : INFO : Epoch 1874 | loss: 0.0310644 | val_loss: 0.0311016 | Time: 1111.69 ms [2022-04-19 11:54:51 main:574] : INFO : Epoch 1875 | loss: 0.0310651 | val_loss: 0.0311015 | Time: 1109.75 ms [2022-04-19 11:54:52 main:574] : INFO : Epoch 1876 | loss: 0.0310622 | val_loss: 0.031099 | Time: 1110.58 ms [2022-04-19 11:54:53 main:574] : INFO : Epoch 1877 | loss: 0.0310612 | val_loss: 0.0311003 | Time: 1112.18 ms [2022-04-19 11:54:54 main:574] : INFO : Epoch 1878 | loss: 0.0310654 | val_loss: 0.0310981 | Time: 1110.77 ms [2022-04-19 11:54:55 main:574] : INFO : Epoch 1879 | loss: 0.0310693 | val_loss: 0.0311106 | Time: 1121.05 ms [2022-04-19 11:54:57 main:574] : INFO : Epoch 1880 | loss: 0.0310719 | val_loss: 0.0311112 | Time: 1113.67 ms [2022-04-19 11:54:58 main:574] : INFO : Epoch 1881 | loss: 0.0310855 | val_loss: 0.0311003 | Time: 1112.02 ms [2022-04-19 11:54:59 main:574] : INFO : Epoch 1882 | loss: 0.0310726 | val_loss: 0.0311004 | Time: 1111.61 ms [2022-04-19 11:55:00 main:574] : INFO : Epoch 1883 | loss: 0.0310705 | val_loss: 0.0310987 | Time: 1113.4 ms [2022-04-19 11:55:01 main:574] : INFO : Epoch 1884 | loss: 0.0310652 | val_loss: 0.0311009 | Time: 1107.81 ms [2022-04-19 11:55:03 main:574] : INFO : Epoch 1885 | loss: 0.0310631 | val_loss: 0.0311016 | Time: 1112.11 ms [2022-04-19 11:55:04 main:574] : INFO : Epoch 1886 | loss: 0.0310636 | val_loss: 0.0311014 | Time: 1111.44 ms [2022-04-19 11:55:05 main:574] : INFO : Epoch 1887 | loss: 0.0310661 | val_loss: 0.0310981 | Time: 1110.31 ms [2022-04-19 11:55:06 main:574] : INFO : Epoch 1888 | loss: 0.0310681 | val_loss: 0.0311049 | Time: 1113.74 ms [2022-04-19 11:55:07 main:574] : INFO : Epoch 1889 | loss: 0.0310673 | val_loss: 0.0311032 | Time: 1109.36 ms [2022-04-19 11:55:08 main:574] : INFO : Epoch 1890 | loss: 0.0310627 | val_loss: 0.0311053 | Time: 1109.33 ms [2022-04-19 11:55:10 main:574] : INFO : Epoch 1891 | loss: 0.0310629 | val_loss: 0.031104 | Time: 1114.42 ms [2022-04-19 11:55:11 main:574] : INFO : Epoch 1892 | loss: 0.0310655 | val_loss: 0.0311068 | Time: 1110.67 ms [2022-04-19 11:55:12 main:574] : INFO : Epoch 1893 | loss: 0.0310644 | val_loss: 0.0311064 | Time: 1113.11 ms [2022-04-19 11:55:13 main:574] : INFO : Epoch 1894 | loss: 0.0310584 | val_loss: 0.031105 | Time: 1114.34 ms [2022-04-19 11:55:14 main:574] : INFO : Epoch 1895 | loss: 0.0310577 | val_loss: 0.0311063 | Time: 1110.41 ms [2022-04-19 11:55:16 main:574] : INFO : Epoch 1896 | loss: 0.0310559 | val_loss: 0.0311054 | Time: 1110.02 ms [2022-04-19 11:55:17 main:574] : INFO : Epoch 1897 | loss: 0.031055 | val_loss: 0.0311022 | Time: 1119.17 ms [2022-04-19 11:55:18 main:574] : INFO : Epoch 1898 | loss: 0.0310552 | val_loss: 0.0311026 | Time: 1112.66 ms [2022-04-19 11:55:19 main:574] : INFO : Epoch 1899 | loss: 0.0310563 | val_loss: 0.031109 | Time: 1109.07 ms [2022-04-19 11:55:20 main:574] : INFO : Epoch 1900 | loss: 0.031057 | val_loss: 0.0310995 | Time: 1113.35 ms [2022-04-19 11:55:22 main:574] : INFO : Epoch 1901 | loss: 0.0310564 | val_loss: 0.0311027 | Time: 1110.99 ms [2022-04-19 11:55:23 main:574] : INFO : Epoch 1902 | loss: 0.0310559 | val_loss: 0.0311038 | Time: 1113.64 ms [2022-04-19 11:55:24 main:574] : INFO : Epoch 1903 | loss: 0.0310505 | val_loss: 0.0311016 | Time: 1111.4 ms [2022-04-19 11:55:25 main:574] : INFO : Epoch 1904 | loss: 0.0310496 | val_loss: 0.0311001 | Time: 1111.28 ms [2022-04-19 11:55:26 main:574] : INFO : Epoch 1905 | loss: 0.0310572 | val_loss: 0.0311179 | Time: 1111.39 ms [2022-04-19 11:55:28 main:574] : INFO : Epoch 1906 | loss: 0.0310597 | val_loss: 0.0311077 | Time: 1114.76 ms [2022-04-19 11:55:29 main:574] : INFO : Epoch 1907 | loss: 0.0310812 | val_loss: 0.0311291 | Time: 1107.89 ms [2022-04-19 11:55:30 main:574] : INFO : Epoch 1908 | loss: 0.0311202 | val_loss: 0.0311428 | Time: 1107.08 ms [2022-04-19 11:55:31 main:574] : INFO : Epoch 1909 | loss: 0.031118 | val_loss: 0.0311375 | Time: 1111.75 ms [2022-04-19 11:55:32 main:574] : INFO : Epoch 1910 | loss: 0.0311039 | val_loss: 0.0311266 | Time: 1111.71 ms [2022-04-19 11:55:34 main:574] : INFO : Epoch 1911 | loss: 0.0310978 | val_loss: 0.0311269 | Time: 1117.48 ms [2022-04-19 11:55:35 main:574] : INFO : Epoch 1912 | loss: 0.0310938 | val_loss: 0.031121 | Time: 1115.44 ms [2022-04-19 11:55:36 main:574] : INFO : Epoch 1913 | loss: 0.0310909 | val_loss: 0.0311206 | Time: 1114.04 ms [2022-04-19 11:55:37 main:574] : INFO : Epoch 1914 | loss: 0.0310937 | val_loss: 0.0311252 | Time: 1113.98 ms [2022-04-19 11:55:38 main:574] : INFO : Epoch 1915 | loss: 0.0310943 | val_loss: 0.0311216 | Time: 1113.45 ms [2022-04-19 11:55:40 main:574] : INFO : Epoch 1916 | loss: 0.0310954 | val_loss: 0.0311236 | Time: 1111.3 ms [2022-04-19 11:55:41 main:574] : INFO : Epoch 1917 | loss: 0.0310869 | val_loss: 0.0311217 | Time: 1108.5 ms [2022-04-19 11:55:42 main:574] : INFO : Epoch 1918 | loss: 0.0310881 | val_loss: 0.0311266 | Time: 1111.33 ms [2022-04-19 11:55:43 main:574] : INFO : Epoch 1919 | loss: 0.0310915 | val_loss: 0.0311196 | Time: 1111.56 ms [2022-04-19 11:55:45 main:574] : INFO : Epoch 1920 | loss: 0.0310859 | val_loss: 0.0311176 | Time: 1110.18 ms [2022-04-19 11:55:46 main:574] : INFO : Epoch 1921 | loss: 0.0310831 | val_loss: 0.0311227 | Time: 1109.86 ms [2022-04-19 11:55:47 main:574] : INFO : Epoch 1922 | loss: 0.0310764 | val_loss: 0.0311162 | Time: 1109.41 ms [2022-04-19 11:55:48 main:574] : INFO : Epoch 1923 | loss: 0.0310799 | val_loss: 0.0311236 | Time: 1114.35 ms [2022-04-19 11:55:49 main:574] : INFO : Epoch 1924 | loss: 0.0310804 | val_loss: 0.0311116 | Time: 1109.95 ms [2022-04-19 11:55:50 main:574] : INFO : Epoch 1925 | loss: 0.0310762 | val_loss: 0.0311106 | Time: 1111.84 ms [2022-04-19 11:55:52 main:574] : INFO : Epoch 1926 | loss: 0.0310712 | val_loss: 0.0311118 | Time: 1112.93 ms [2022-04-19 11:55:53 main:574] : INFO : Epoch 1927 | loss: 0.031069 | val_loss: 0.031121 | Time: 1109.79 ms [2022-04-19 11:55:54 main:574] : INFO : Epoch 1928 | loss: 0.0310841 | val_loss: 0.0311136 | Time: 1112.19 ms [2022-04-19 11:55:55 main:574] : INFO : Epoch 1929 | loss: 0.0310858 | val_loss: 0.0311149 | Time: 1112.05 ms [2022-04-19 11:55:56 main:574] : INFO : Epoch 1930 | loss: 0.0310769 | val_loss: 0.0311093 | Time: 1113.86 ms [2022-04-19 11:55:58 main:574] : INFO : Epoch 1931 | loss: 0.0310744 | val_loss: 0.0311098 | Time: 1112 ms [2022-04-19 11:55:59 main:574] : INFO : Epoch 1932 | loss: 0.0310775 | val_loss: 0.0311121 | Time: 1109.71 ms [2022-04-19 11:56:00 main:574] : INFO : Epoch 1933 | loss: 0.0310748 | val_loss: 0.0311113 | Time: 1111.49 ms [2022-04-19 11:56:01 main:574] : INFO : Epoch 1934 | loss: 0.0310724 | val_loss: 0.0311097 | Time: 1109.65 ms [2022-04-19 11:56:03 main:574] : INFO : Epoch 1935 | loss: 0.0310699 | val_loss: 0.0311063 | Time: 1112.49 ms [2022-04-19 11:56:04 main:574] : INFO : Epoch 1936 | loss: 0.0310685 | val_loss: 0.0311033 | Time: 1112.8 ms [2022-04-19 11:56:05 main:574] : INFO : Epoch 1937 | loss: 0.0310722 | val_loss: 0.03111 | Time: 1111.56 ms [2022-04-19 11:56:06 main:574] : INFO : Epoch 1938 | loss: 0.0310787 | val_loss: 0.0311129 | Time: 1109.75 ms [2022-04-19 11:56:07 main:574] : INFO : Epoch 1939 | loss: 0.0310754 | val_loss: 0.0311073 | Time: 1111.69 ms [2022-04-19 11:56:08 main:574] : INFO : Epoch 1940 | loss: 0.0310745 | val_loss: 0.0311138 | Time: 1109.92 ms [2022-04-19 11:56:10 main:574] : INFO : Epoch 1941 | loss: 0.0310743 | val_loss: 0.031105 | Time: 1112.22 ms [2022-04-19 11:56:11 main:574] : INFO : Epoch 1942 | loss: 0.031072 | val_loss: 0.0311171 | Time: 1113.3 ms [2022-04-19 11:56:12 main:574] : INFO : Epoch 1943 | loss: 0.0310729 | val_loss: 0.0311134 | Time: 1109.71 ms [2022-04-19 11:56:13 main:574] : INFO : Epoch 1944 | loss: 0.0310655 | val_loss: 0.0311031 | Time: 1108.72 ms [2022-04-19 11:56:15 main:574] : INFO : Epoch 1945 | loss: 0.0310632 | val_loss: 0.0311091 | Time: 1110.47 ms [2022-04-19 11:56:16 main:574] : INFO : Epoch 1946 | loss: 0.0310639 | val_loss: 0.0311104 | Time: 1106.4 ms [2022-04-19 11:56:17 main:574] : INFO : Epoch 1947 | loss: 0.0310668 | val_loss: 0.0311102 | Time: 1112.25 ms [2022-04-19 11:56:18 main:574] : INFO : Epoch 1948 | loss: 0.0310638 | val_loss: 0.0311105 | Time: 1111.28 ms [2022-04-19 11:56:19 main:574] : INFO : Epoch 1949 | loss: 0.0310646 | val_loss: 0.0311019 | Time: 1113.11 ms [2022-04-19 11:56:21 main:574] : INFO : Epoch 1950 | loss: 0.0310681 | val_loss: 0.0311091 | Time: 1111.14 ms [2022-04-19 11:56:22 main:574] : INFO : Epoch 1951 | loss: 0.0310664 | val_loss: 0.0311032 | Time: 1108.52 ms [2022-04-19 11:56:23 main:574] : INFO : Epoch 1952 | loss: 0.0310621 | val_loss: 0.0311049 | Time: 1114.28 ms [2022-04-19 11:56:24 main:574] : INFO : Epoch 1953 | loss: 0.0310621 | val_loss: 0.0311073 | Time: 1112.18 ms [2022-04-19 11:56:25 main:574] : INFO : Epoch 1954 | loss: 0.0310659 | val_loss: 0.0311062 | Time: 1110.74 ms [2022-04-19 11:56:27 main:574] : INFO : Epoch 1955 | loss: 0.0310608 | val_loss: 0.0311023 | Time: 1111.62 ms [2022-04-19 11:56:28 main:574] : INFO : Epoch 1956 | loss: 0.0310589 | val_loss: 0.0311085 | Time: 1110 ms [2022-04-19 11:56:29 main:574] : INFO : Epoch 1957 | loss: 0.0310593 | val_loss: 0.0311027 | Time: 1112.55 ms [2022-04-19 11:56:30 main:574] : INFO : Epoch 1958 | loss: 0.0310587 | val_loss: 0.031109 | Time: 1110.99 ms [2022-04-19 11:56:31 main:574] : INFO : Epoch 1959 | loss: 0.0310604 | val_loss: 0.031105 | Time: 1107.43 ms [2022-04-19 11:56:32 main:574] : INFO : Epoch 1960 | loss: 0.0310582 | val_loss: 0.0311084 | Time: 1113.36 ms [2022-04-19 11:56:34 main:574] : INFO : Epoch 1961 | loss: 0.0310666 | val_loss: 0.0311173 | Time: 1108.97 ms [2022-04-19 11:56:35 main:574] : INFO : Epoch 1962 | loss: 0.0310701 | val_loss: 0.0311075 | Time: 1112.06 ms [2022-04-19 11:56:36 main:574] : INFO : Epoch 1963 | loss: 0.0310746 | val_loss: 0.0311079 | Time: 1110.13 ms [2022-04-19 11:56:37 main:574] : INFO : Epoch 1964 | loss: 0.031071 | val_loss: 0.0311142 | Time: 1110.35 ms [2022-04-19 11:56:38 main:574] : INFO : Epoch 1965 | loss: 0.0310664 | val_loss: 0.0311121 | Time: 1110.53 ms [2022-04-19 11:56:40 main:574] : INFO : Epoch 1966 | loss: 0.0310629 | val_loss: 0.0311109 | Time: 1109.37 ms [2022-04-19 11:56:41 main:574] : INFO : Epoch 1967 | loss: 0.0310635 | val_loss: 0.0311076 | Time: 1112.21 ms [2022-04-19 11:56:42 main:574] : INFO : Epoch 1968 | loss: 0.0310641 | val_loss: 0.0311085 | Time: 1109.88 ms [2022-04-19 11:56:43 main:574] : INFO : Epoch 1969 | loss: 0.0310795 | val_loss: 0.0311151 | Time: 1117.34 ms [2022-04-19 11:56:44 main:574] : INFO : Epoch 1970 | loss: 0.0310786 | val_loss: 0.0311031 | Time: 1113.3 ms [2022-04-19 11:56:46 main:574] : INFO : Epoch 1971 | loss: 0.0310658 | val_loss: 0.0311002 | Time: 1113.25 ms [2022-04-19 11:56:47 main:574] : INFO : Epoch 1972 | loss: 0.0310605 | val_loss: 0.0311045 | Time: 1121.79 ms [2022-04-19 11:56:48 main:574] : INFO : Epoch 1973 | loss: 0.0310598 | val_loss: 0.0311096 | Time: 1114.8 ms [2022-04-19 11:56:49 main:574] : INFO : Epoch 1974 | loss: 0.0310667 | val_loss: 0.0311044 | Time: 1112.9 ms [2022-04-19 11:56:50 main:574] : INFO : Epoch 1975 | loss: 0.031062 | val_loss: 0.0311044 | Time: 1110.45 ms [2022-04-19 11:56:52 main:574] : INFO : Epoch 1976 | loss: 0.0310592 | val_loss: 0.0311007 | Time: 1113.55 ms [2022-04-19 11:56:53 main:574] : INFO : Epoch 1977 | loss: 0.0310543 | val_loss: 0.0310958 | Time: 1111.23 ms [2022-04-19 11:56:54 main:574] : INFO : Epoch 1978 | loss: 0.031053 | val_loss: 0.0310951 | Time: 1116.65 ms [2022-04-19 11:56:55 main:574] : INFO : Epoch 1979 | loss: 0.0310614 | val_loss: 0.0311024 | Time: 1114.67 ms [2022-04-19 11:56:56 main:574] : INFO : Epoch 1980 | loss: 0.0310615 | val_loss: 0.0311012 | Time: 1113.69 ms [2022-04-19 11:56:57 main:574] : INFO : Epoch 1981 | loss: 0.0310612 | val_loss: 0.0311007 | Time: 1112.49 ms [2022-04-19 11:56:59 main:574] : INFO : Epoch 1982 | loss: 0.0310667 | val_loss: 0.0311074 | Time: 1114.99 ms [2022-04-19 11:57:00 main:574] : INFO : Epoch 1983 | loss: 0.0310645 | val_loss: 0.0310988 | Time: 1110.31 ms [2022-04-19 11:57:01 main:574] : INFO : Epoch 1984 | loss: 0.0310625 | val_loss: 0.0311059 | Time: 1111.91 ms [2022-04-19 11:57:02 main:574] : INFO : Epoch 1985 | loss: 0.0310617 | val_loss: 0.0311015 | Time: 1111.22 ms [2022-04-19 11:57:03 main:574] : INFO : Epoch 1986 | loss: 0.031062 | val_loss: 0.0311061 | Time: 1114.84 ms [2022-04-19 11:57:05 main:574] : INFO : Epoch 1987 | loss: 0.0310687 | val_loss: 0.0310997 | Time: 1110.84 ms [2022-04-19 11:57:06 main:574] : INFO : Epoch 1988 | loss: 0.0310682 | val_loss: 0.0311093 | Time: 1108.3 ms [2022-04-19 11:57:07 main:574] : INFO : Epoch 1989 | loss: 0.0310659 | val_loss: 0.031102 | Time: 1111.64 ms [2022-04-19 11:57:08 main:574] : INFO : Epoch 1990 | loss: 0.0310644 | val_loss: 0.0311024 | Time: 1114.22 ms [2022-04-19 11:57:09 main:574] : INFO : Epoch 1991 | loss: 0.0310724 | val_loss: 0.0311103 | Time: 1108.83 ms [2022-04-19 11:57:11 main:574] : INFO : Epoch 1992 | loss: 0.0310768 | val_loss: 0.0311097 | Time: 1109.47 ms [2022-04-19 11:57:12 main:574] : INFO : Epoch 1993 | loss: 0.0310808 | val_loss: 0.0311271 | Time: 1110.85 ms [2022-04-19 11:57:13 main:574] : INFO : Epoch 1994 | loss: 0.0311112 | val_loss: 0.0311341 | Time: 1107.87 ms [2022-04-19 11:57:14 main:574] : INFO : Epoch 1995 | loss: 0.0310985 | val_loss: 0.0311148 | Time: 1111.85 ms [2022-04-19 11:57:15 main:574] : INFO : Epoch 1996 | loss: 0.0310865 | val_loss: 0.031105 | Time: 1110.49 ms [2022-04-19 11:57:17 main:574] : INFO : Epoch 1997 | loss: 0.0310805 | val_loss: 0.0311079 | Time: 1110.39 ms [2022-04-19 11:57:18 main:574] : INFO : Epoch 1998 | loss: 0.0310751 | val_loss: 0.0311096 | Time: 1112.5 ms [2022-04-19 11:57:19 main:574] : INFO : Epoch 1999 | loss: 0.0310752 | val_loss: 0.0311175 | Time: 1111.5 ms [2022-04-19 11:57:20 main:574] : INFO : Epoch 2000 | loss: 0.0310746 | val_loss: 0.0311078 | Time: 1110.74 ms [2022-04-19 11:57:21 main:574] : INFO : Epoch 2001 | loss: 0.0310687 | val_loss: 0.0311044 | Time: 1108.01 ms [2022-04-19 11:57:23 main:574] : INFO : Epoch 2002 | loss: 0.0310657 | val_loss: 0.0311039 | Time: 1107.64 ms [2022-04-19 11:57:24 main:574] : INFO : Epoch 2003 | loss: 0.0310664 | val_loss: 0.0311002 | Time: 1110.46 ms [2022-04-19 11:57:25 main:574] : INFO : Epoch 2004 | loss: 0.0310676 | val_loss: 0.0311038 | Time: 1106.89 ms [2022-04-19 11:57:26 main:574] : INFO : Epoch 2005 | loss: 0.0310664 | val_loss: 0.0311058 | Time: 1105.69 ms [2022-04-19 11:57:27 main:574] : INFO : Epoch 2006 | loss: 0.0310615 | val_loss: 0.0311009 | Time: 1105.26 ms [2022-04-19 11:57:29 main:574] : INFO : Epoch 2007 | loss: 0.0310684 | val_loss: 0.0311017 | Time: 1113.13 ms [2022-04-19 11:57:30 main:574] : INFO : Epoch 2008 | loss: 0.0310704 | val_loss: 0.031132 | Time: 1105.64 ms [2022-04-19 11:57:31 main:574] : INFO : Epoch 2009 | loss: 0.0310858 | val_loss: 0.0311203 | Time: 1106.64 ms [2022-04-19 11:57:32 main:574] : INFO : Epoch 2010 | loss: 0.031073 | val_loss: 0.031115 | Time: 1104.74 ms [2022-04-19 11:57:33 main:574] : INFO : Epoch 2011 | loss: 0.0310675 | val_loss: 0.0311021 | Time: 1108.28 ms [2022-04-19 11:57:34 main:574] : INFO : Epoch 2012 | loss: 0.0310745 | val_loss: 0.0311066 | Time: 1108.53 ms [2022-04-19 11:57:36 main:574] : INFO : Epoch 2013 | loss: 0.0310719 | val_loss: 0.0311087 | Time: 1111.08 ms [2022-04-19 11:57:37 main:574] : INFO : Epoch 2014 | loss: 0.0310661 | val_loss: 0.0311062 | Time: 1107.32 ms [2022-04-19 11:57:38 main:574] : INFO : Epoch 2015 | loss: 0.031066 | val_loss: 0.0311056 | Time: 1105.47 ms [2022-04-19 11:57:39 main:574] : INFO : Epoch 2016 | loss: 0.0310652 | val_loss: 0.0311096 | Time: 1111.24 ms [2022-04-19 11:57:41 main:574] : INFO : Epoch 2017 | loss: 0.0310655 | val_loss: 0.0311059 | Time: 1108.38 ms [2022-04-19 11:57:42 main:574] : INFO : Epoch 2018 | loss: 0.0310665 | val_loss: 0.0311113 | Time: 1110.2 ms [2022-04-19 11:57:43 main:574] : INFO : Epoch 2019 | loss: 0.0310599 | val_loss: 0.0311027 | Time: 1108.42 ms [2022-04-19 11:57:44 main:574] : INFO : Epoch 2020 | loss: 0.0310664 | val_loss: 0.0311058 | Time: 1109.89 ms [2022-04-19 11:57:45 main:574] : INFO : Epoch 2021 | loss: 0.0310664 | val_loss: 0.0311005 | Time: 1106.19 ms [2022-04-19 11:57:47 main:574] : INFO : Epoch 2022 | loss: 0.0310667 | val_loss: 0.0311049 | Time: 1107.04 ms [2022-04-19 11:57:48 main:574] : INFO : Epoch 2023 | loss: 0.0310693 | val_loss: 0.0311168 | Time: 1104.95 ms [2022-04-19 11:57:49 main:574] : INFO : Epoch 2024 | loss: 0.0310647 | val_loss: 0.0311022 | Time: 1106.75 ms [2022-04-19 11:57:50 main:574] : INFO : Epoch 2025 | loss: 0.0310601 | val_loss: 0.0311027 | Time: 1110.58 ms [2022-04-19 11:57:51 main:574] : INFO : Epoch 2026 | loss: 0.0310576 | val_loss: 0.0311041 | Time: 1112.14 ms [2022-04-19 11:57:52 main:574] : INFO : Epoch 2027 | loss: 0.0310606 | val_loss: 0.031099 | Time: 1108.52 ms [2022-04-19 11:57:54 main:574] : INFO : Epoch 2028 | loss: 0.0310608 | val_loss: 0.0311017 | Time: 1108.88 ms [2022-04-19 11:57:55 main:574] : INFO : Epoch 2029 | loss: 0.0310602 | val_loss: 0.0310976 | Time: 1106.87 ms [2022-04-19 11:57:56 main:574] : INFO : Epoch 2030 | loss: 0.0310575 | val_loss: 0.0311006 | Time: 1116.1 ms [2022-04-19 11:57:57 main:574] : INFO : Epoch 2031 | loss: 0.0310569 | val_loss: 0.0311008 | Time: 1110.17 ms [2022-04-19 11:57:58 main:574] : INFO : Epoch 2032 | loss: 0.0310535 | val_loss: 0.0311038 | Time: 1109.7 ms [2022-04-19 11:58:00 main:574] : INFO : Epoch 2033 | loss: 0.031053 | val_loss: 0.0310992 | Time: 1110.81 ms [2022-04-19 11:58:01 main:574] : INFO : Epoch 2034 | loss: 0.0310548 | val_loss: 0.031098 | Time: 1109.2 ms [2022-04-19 11:58:02 main:574] : INFO : Epoch 2035 | loss: 0.0310569 | val_loss: 0.0311052 | Time: 1110.49 ms [2022-04-19 11:58:03 main:574] : INFO : Epoch 2036 | loss: 0.0310503 | val_loss: 0.0311048 | Time: 1110.04 ms [2022-04-19 11:58:04 main:574] : INFO : Epoch 2037 | loss: 0.031057 | val_loss: 0.0311041 | Time: 1110.22 ms [2022-04-19 11:58:06 main:574] : INFO : Epoch 2038 | loss: 0.0310628 | val_loss: 0.0311024 | Time: 1112.61 ms [2022-04-19 11:58:07 main:574] : INFO : Epoch 2039 | loss: 0.0310584 | val_loss: 0.0311018 | Time: 1113.52 ms [2022-04-19 11:58:08 main:574] : INFO : Epoch 2040 | loss: 0.0310578 | val_loss: 0.0311006 | Time: 1112.55 ms [2022-04-19 11:58:09 main:574] : INFO : Epoch 2041 | loss: 0.0310549 | val_loss: 0.0311005 | Time: 1109.97 ms [2022-04-19 11:58:11 main:574] : INFO : Epoch 2042 | loss: 0.0310539 | val_loss: 0.0311069 | Time: 1107.82 ms [2022-04-19 11:58:12 main:574] : INFO : Epoch 2043 | loss: 0.0310561 | val_loss: 0.031103 | Time: 1111.46 ms [2022-04-19 11:58:13 main:574] : INFO : Epoch 2044 | loss: 0.0310538 | val_loss: 0.0311056 | Time: 1110.48 ms [2022-04-19 11:58:14 main:574] : INFO : Epoch 2045 | loss: 0.0310562 | val_loss: 0.0311131 | Time: 1113.57 ms [2022-04-19 11:58:15 main:574] : INFO : Epoch 2046 | loss: 0.0310598 | val_loss: 0.0311051 | Time: 1110.03 ms [2022-04-19 11:58:16 main:574] : INFO : Epoch 2047 | loss: 0.0310555 | val_loss: 0.0310995 | Time: 1112.54 ms [2022-04-19 11:58:18 main:574] : INFO : Epoch 2048 | loss: 0.0310526 | val_loss: 0.0311057 | Time: 1115.65 ms [2022-04-19 11:58:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311057 [2022-04-19 11:58:18 main:603] : INFO : Saving end state to config to file [2022-04-19 11:58:18 main:608] : INFO : Success, exiting.. 11:58:18 (7776): 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)