Task 7670620
| Name | ParityModified-1631728052-24572-2_0 |
| Workunit | 5319726 |
| Created | 28 Sep 2021, 8:34:36 UTC |
| Sent | 6 Oct 2021, 6:36:44 UTC |
| Report deadline | 13 Oct 2021, 6:36:44 UTC |
| Received | 6 Oct 2021, 20:02:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 59 sec |
| CPU time | 49 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 21-10-06 15:39:22 main:581] : INFO : Epoch 1538 | loss: 0.0311107 | val_loss: 0.0311327 | Time: 1457.8 ms [2021-10-06 15:39:23 main:581] : INFO : Epoch 1539 | loss: 0.0311073 | val_loss: 0.0311344 | Time: 1452.34 ms [2021-10-06 15:39:24 main:581] : INFO : Epoch 1540 | loss: 0.0311074 | val_loss: 0.0311329 | Time: 1451.1 ms [2021-10-06 15:39:26 main:581] : INFO : Epoch 1541 | loss: 0.0311053 | val_loss: 0.0311362 | Time: 1423.44 ms [2021-10-06 15:39:27 main:581] : INFO : Epoch 1542 | loss: 0.0311059 | val_loss: 0.03113 | Time: 1451.41 ms [2021-10-06 15:39:29 main:581] : INFO : Epoch 1543 | loss: 0.0311081 | val_loss: 0.0311306 | Time: 1483.51 ms [2021-10-06 15:39:30 main:581] : INFO : Epoch 1544 | loss: 0.0311056 | val_loss: 0.0311293 | Time: 1463.55 ms [2021-10-06 15:39:32 main:581] : INFO : Epoch 1545 | loss: 0.0311057 | val_loss: 0.0311304 | Time: 1478.37 ms [2021-10-06 15:39:33 main:581] : INFO : Epoch 1546 | loss: 0.0311056 | val_loss: 0.0311388 | Time: 1458.48 ms [2021-10-06 15:39:35 main:581] : INFO : Epoch 1547 | loss: 0.0311063 | val_loss: 0.0311315 | Time: 1476.23 ms [2021-10-06 15:39:36 main:581] : INFO : Epoch 1548 | loss: 0.0311047 | val_loss: 0.0311324 | Time: 1458.73 ms [2021-10-06 15:39:38 main:581] : INFO : Epoch 1549 | loss: 0.0311078 | val_loss: 0.0311344 | Time: 1471.85 ms [2021-10-06 15:39:39 main:581] : INFO : Epoch 1550 | loss: 0.0311111 | val_loss: 0.031132 | Time: 1459.36 ms [2021-10-06 15:39:41 main:581] : INFO : Epoch 1551 | loss: 0.0311082 | val_loss: 0.0311335 | Time: 1458.84 ms [2021-10-06 15:39:42 main:581] : INFO : Epoch 1552 | loss: 0.0311068 | val_loss: 0.0311324 | Time: 1468.09 ms [2021-10-06 15:39:43 main:581] : INFO : Epoch 1553 | loss: 0.0311077 | val_loss: 0.0311334 | Time: 1473.96 ms [2021-10-06 15:39:45 main:581] : INFO : Epoch 1554 | loss: 0.0311079 | val_loss: 0.0311315 | Time: 1458.58 ms [2021-10-06 15:39:46 main:581] : INFO : Epoch 1555 | loss: 0.0311056 | val_loss: 0.0311286 | Time: 1500.49 ms [2021-10-06 15:39:48 main:581] : INFO : Epoch 1556 | loss: 0.0311046 | val_loss: 0.03113 | Time: 1470.01 ms [2021-10-06 15:39:49 main:581] : INFO : Epoch 1557 | loss: 0.0311082 | val_loss: 0.0311397 | Time: 1476.91 ms [2021-10-06 15:39:51 main:581] : INFO : Epoch 1558 | loss: 0.0311083 | val_loss: 0.0311303 | Time: 1483.88 ms [2021-10-06 15:39:52 main:581] : INFO : Epoch 1559 | loss: 0.0311031 | val_loss: 0.0311343 | Time: 1475.89 ms [2021-10-06 15:39:54 main:581] : INFO : Epoch 1560 | loss: 0.0311017 | val_loss: 0.0311319 | Time: 1476.34 ms [2021-10-06 15:39:55 main:581] : INFO : Epoch 1561 | loss: 0.0311024 | val_loss: 0.0311334 | Time: 1469.54 ms [2021-10-06 15:39:57 main:581] : INFO : Epoch 1562 | loss: 0.0311027 | val_loss: 0.031139 | Time: 1441.77 ms [2021-10-06 15:39:58 main:581] : INFO : Epoch 1563 | loss: 0.0311042 | val_loss: 0.0311357 | Time: 1440 ms [2021-10-06 15:40:00 main:581] : INFO : Epoch 1564 | loss: 0.0311022 | val_loss: 0.0311312 | Time: 1465.86 ms [2021-10-06 15:40:01 main:581] : INFO : Epoch 1565 | loss: 0.0311003 | val_loss: 0.0311352 | Time: 1445.24 ms [2021-10-06 15:40:03 main:581] : INFO : Epoch 1566 | loss: 0.0311027 | val_loss: 0.0311348 | Time: 1477.03 ms [2021-10-06 15:40:04 main:581] : INFO : Epoch 1567 | loss: 0.0310997 | val_loss: 0.0311339 | Time: 1450.72 ms [2021-10-06 15:40:05 main:581] : INFO : Epoch 1568 | loss: 0.0310991 | val_loss: 0.0311304 | Time: 1452.32 ms [2021-10-06 15:40:07 main:581] : INFO : Epoch 1569 | loss: 0.0310994 | val_loss: 0.0311338 | Time: 1464.83 ms [2021-10-06 15:40:08 main:581] : INFO : Epoch 1570 | loss: 0.0311031 | val_loss: 0.031134 | Time: 1471.83 ms [2021-10-06 15:40:10 main:581] : INFO : Epoch 1571 | loss: 0.0311038 | val_loss: 0.0311348 | Time: 1461.06 ms [2021-10-06 15:40:11 main:581] : INFO : Epoch 1572 | loss: 0.0311031 | val_loss: 0.0311359 | Time: 1452.8 ms [2021-10-06 15:40:13 main:581] : INFO : Epoch 1573 | loss: 0.0311108 | val_loss: 0.031136 | Time: 1463 ms [2021-10-06 15:40:14 main:581] : INFO : Epoch 1574 | loss: 0.0311128 | val_loss: 0.0311387 | Time: 1451.32 ms [2021-10-06 15:40:16 main:581] : INFO : Epoch 1575 | loss: 0.0311081 | val_loss: 0.031138 | Time: 1466.99 ms [2021-10-06 15:40:17 main:581] : INFO : Epoch 1576 | loss: 0.0311031 | val_loss: 0.0311346 | Time: 1463.78 ms [2021-10-06 15:40:19 main:581] : INFO : Epoch 1577 | loss: 0.0311034 | val_loss: 0.031134 | Time: 1457.54 ms [2021-10-06 15:40:20 main:581] : INFO : Epoch 1578 | loss: 0.0311017 | val_loss: 0.0311328 | Time: 1443.57 ms [2021-10-06 15:40:22 main:581] : INFO : Epoch 1579 | loss: 0.0311078 | val_loss: 0.0311359 | Time: 1447.88 ms [2021-10-06 15:40:23 main:581] : INFO : Epoch 1580 | loss: 0.0311038 | val_loss: 0.0311311 | Time: 1468.16 ms [2021-10-06 15:40:24 main:581] : INFO : Epoch 1581 | loss: 0.0311011 | val_loss: 0.0311303 | Time: 1472.53 ms [2021-10-06 15:40:26 main:581] : INFO : Epoch 1582 | loss: 0.031099 | val_loss: 0.031133 | Time: 1467.23 ms [2021-10-06 15:40:27 main:581] : INFO : Epoch 1583 | loss: 0.0310986 | val_loss: 0.0311295 | Time: 1463.73 ms [2021-10-06 15:40:29 main:581] : INFO : Epoch 1584 | loss: 0.0310979 | val_loss: 0.0311275 | Time: 1463.18 ms [2021-10-06 15:40:30 main:581] : INFO : Epoch 1585 | loss: 0.0310976 | val_loss: 0.0311329 | Time: 1470.44 ms [2021-10-06 15:40:32 main:581] : INFO : Epoch 1586 | loss: 0.0310997 | val_loss: 0.0311317 | Time: 1480.1 ms [2021-10-06 15:40:33 main:581] : INFO : Epoch 1587 | loss: 0.0311002 | val_loss: 0.0311268 | Time: 1478.55 ms [2021-10-06 15:40:35 main:581] : INFO : Epoch 1588 | loss: 0.0310984 | val_loss: 0.0311309 | Time: 1455.36 ms [2021-10-06 15:40:36 main:581] : INFO : Epoch 1589 | loss: 0.0310977 | val_loss: 0.0311319 | Time: 1468.2 ms [2021-10-06 15:40:38 main:581] : INFO : Epoch 1590 | loss: 0.0311052 | val_loss: 0.0311481 | Time: 1478.08 ms [2021-10-06 15:40:39 main:581] : INFO : Epoch 1591 | loss: 0.0311136 | val_loss: 0.0311283 | Time: 1478.93 ms [2021-10-06 15:40:41 main:581] : INFO : Epoch 1592 | loss: 0.0311052 | val_loss: 0.0311275 | Time: 1452.92 ms [2021-10-06 15:40:42 main:581] : INFO : Epoch 1593 | loss: 0.0311002 | val_loss: 0.0311282 | Time: 1461.11 ms [2021-10-06 15:40:44 main:581] : INFO : Epoch 1594 | loss: 0.031097 | val_loss: 0.0311269 | Time: 1450.67 ms [2021-10-06 15:40:45 main:581] : INFO : Epoch 1595 | loss: 0.0310973 | val_loss: 0.0311257 | Time: 1459.43 ms [2021-10-06 15:40:46 main:581] : INFO : Epoch 1596 | loss: 0.0310958 | val_loss: 0.0311261 | Time: 1453.18 ms [2021-10-06 15:40:48 main:581] : INFO : Epoch 1597 | loss: 0.0310942 | val_loss: 0.031128 | Time: 1475.21 ms [2021-10-06 15:40:49 main:581] : INFO : Epoch 1598 | loss: 0.0310936 | val_loss: 0.0311271 | Time: 1462.87 ms [2021-10-06 15:40:51 main:581] : INFO : Epoch 1599 | loss: 0.0310953 | val_loss: 0.0311298 | Time: 1473.59 ms [2021-10-06 15:40:52 main:581] : INFO : Epoch 1600 | loss: 0.0311009 | val_loss: 0.0311277 | Time: 1474.96 ms [2021-10-06 15:40:54 main:581] : INFO : Epoch 1601 | loss: 0.0311048 | val_loss: 0.0311278 | Time: 1451.53 ms [2021-10-06 15:40:55 main:581] : INFO : Epoch 1602 | loss: 0.0311071 | val_loss: 0.0311338 | Time: 1455.02 ms [2021-10-06 15:40:57 main:581] : INFO : Epoch 1603 | loss: 0.0311135 | val_loss: 0.03118 | Time: 1468.72 ms [2021-10-06 15:40:58 main:581] : INFO : Epoch 1604 | loss: 0.0311973 | val_loss: 0.0311896 | Time: 1436.76 ms [2021-10-06 15:41:00 main:581] : INFO : Epoch 1605 | loss: 0.0311663 | val_loss: 0.0311603 | Time: 1470.09 ms [2021-10-06 15:41:01 main:581] : INFO : Epoch 1606 | loss: 0.0311495 | val_loss: 0.0311551 | Time: 1468.12 ms [2021-10-06 15:41:03 main:581] : INFO : Epoch 1607 | loss: 0.031142 | val_loss: 0.0311489 | Time: 1450.27 ms [2021-10-06 15:41:04 main:581] : INFO : Epoch 1608 | loss: 0.0311367 | val_loss: 0.0311451 | Time: 1483.52 ms [2021-10-06 15:41:05 main:581] : INFO : Epoch 1609 | loss: 0.0311324 | val_loss: 0.0311433 | Time: 1470.79 ms [2021-10-06 15:41:07 main:581] : INFO : Epoch 1610 | loss: 0.0311289 | val_loss: 0.0311412 | Time: 1440.26 ms [2021-10-06 15:41:08 main:581] : INFO : Epoch 1611 | loss: 0.0311254 | val_loss: 0.0311413 | Time: 1471.51 ms [2021-10-06 15:41:10 main:581] : INFO : Epoch 1612 | loss: 0.0311245 | val_loss: 0.0311407 | Time: 1480.28 ms [2021-10-06 15:41:11 main:581] : INFO : Epoch 1613 | loss: 0.0311241 | val_loss: 0.0311355 | Time: 1485.87 ms [2021-10-06 15:41:13 main:581] : INFO : Epoch 1614 | loss: 0.0311235 | val_loss: 0.0311344 | Time: 1480.57 ms [2021-10-06 15:41:14 main:581] : INFO : Epoch 1615 | loss: 0.0311217 | val_loss: 0.0311402 | Time: 1470.96 ms [2021-10-06 15:41:16 main:581] : INFO : Epoch 1616 | loss: 0.0311301 | val_loss: 0.0311363 | Time: 1451.73 ms [2021-10-06 15:41:17 main:581] : INFO : Epoch 1617 | loss: 0.0311254 | val_loss: 0.0311414 | Time: 1464.31 ms [2021-10-06 15:41:19 main:581] : INFO : Epoch 1618 | loss: 0.031123 | val_loss: 0.0311368 | Time: 1452.54 ms [2021-10-06 15:41:20 main:581] : INFO : Epoch 1619 | loss: 0.0311169 | val_loss: 0.0311334 | Time: 1453.1 ms [2021-10-06 15:41:22 main:581] : INFO : Epoch 1620 | loss: 0.0311176 | val_loss: 0.0311384 | Time: 1452.04 ms [2021-10-06 15:41:23 main:581] : INFO : Epoch 1621 | loss: 0.0311144 | val_loss: 0.0311349 | Time: 1466.65 ms [2021-10-06 15:41:25 main:581] : INFO : Epoch 1622 | loss: 0.0311138 | val_loss: 0.0311345 | Time: 1466.63 ms [2021-10-06 15:41:26 main:581] : INFO : Epoch 1623 | loss: 0.0311113 | val_loss: 0.0311327 | Time: 1463.94 ms [2021-10-06 15:41:27 main:581] : INFO : Epoch 1624 | loss: 0.0311085 | val_loss: 0.0311318 | Time: 1461.67 ms [2021-10-06 15:41:29 main:581] : INFO : Epoch 1625 | loss: 0.0311115 | val_loss: 0.0311295 | Time: 1473.01 ms [2021-10-06 15:41:30 main:581] : INFO : Epoch 1626 | loss: 0.0311101 | val_loss: 0.0311419 | Time: 1448.51 ms [2021-10-06 15:41:32 main:581] : INFO : Epoch 1627 | loss: 0.0311089 | val_loss: 0.0311317 | Time: 1481.34 ms [2021-10-06 15:41:33 main:581] : INFO : Epoch 1628 | loss: 0.0311065 | val_loss: 0.0311384 | Time: 1472.21 ms [2021-10-06 15:41:35 main:581] : INFO : Epoch 1629 | loss: 0.0311056 | val_loss: 0.031131 | Time: 1470.16 ms [2021-10-06 15:41:36 main:581] : INFO : Epoch 1630 | loss: 0.0311072 | val_loss: 0.0311329 | Time: 1495.55 ms [2021-10-06 15:41:38 main:581] : INFO : Epoch 1631 | loss: 0.0311141 | val_loss: 0.0311326 | Time: 1482.62 ms [2021-10-06 15:41:39 main:581] : INFO : Epoch 1632 | loss: 0.03111 | val_loss: 0.0311364 | Time: 1466.33 ms [2021-10-06 15:41:41 main:581] : INFO : Epoch 1633 | loss: 0.031108 | val_loss: 0.0311333 | Time: 1484.77 ms [2021-10-06 15:41:42 main:581] : INFO : Epoch 1634 | loss: 0.0311065 | val_loss: 0.031131 | Time: 1455.97 ms [2021-10-06 15:41:44 main:581] : INFO : Epoch 1635 | loss: 0.0311046 | val_loss: 0.0311314 | Time: 1454.7 ms [2021-10-06 15:41:45 main:581] : INFO : Epoch 1636 | loss: 0.0311073 | val_loss: 0.0311288 | Time: 1462.26 ms [2021-10-06 15:41:47 main:581] : INFO : Epoch 1637 | loss: 0.0311032 | val_loss: 0.031129 | Time: 1474.98 ms [2021-10-06 15:41:48 main:581] : INFO : Epoch 1638 | loss: 0.031102 | val_loss: 0.0311344 | Time: 1451.97 ms [2021-10-06 15:41:49 main:581] : INFO : Epoch 1639 | loss: 0.031107 | val_loss: 0.031132 | Time: 1461.86 ms [2021-10-06 15:41:51 main:581] : INFO : Epoch 1640 | loss: 0.0311052 | val_loss: 0.0311304 | Time: 1456.75 ms [2021-10-06 15:41:52 main:581] : INFO : Epoch 1641 | loss: 0.0311042 | val_loss: 0.0311342 | Time: 1443.8 ms [2021-10-06 15:41:54 main:581] : INFO : Epoch 1642 | loss: 0.0311061 | val_loss: 0.031133 | Time: 1488 ms [2021-10-06 15:41:55 main:581] : INFO : Epoch 1643 | loss: 0.0311033 | val_loss: 0.031133 | Time: 1458.51 ms [2021-10-06 15:41:57 main:581] : INFO : Epoch 1644 | loss: 0.031107 | val_loss: 0.0311311 | Time: 1474.03 ms [2021-10-06 15:41:58 main:581] : INFO : Epoch 1645 | loss: 0.0311076 | val_loss: 0.0311268 | Time: 1483.14 ms [2021-10-06 15:42:00 main:581] : INFO : Epoch 1646 | loss: 0.0311058 | val_loss: 0.0311395 | Time: 1467.21 ms [2021-10-06 15:42:01 main:581] : INFO : Epoch 1647 | loss: 0.0311063 | val_loss: 0.0311288 | Time: 1460.25 ms [2021-10-06 15:42:03 main:581] : INFO : Epoch 1648 | loss: 0.031105 | val_loss: 0.0311365 | Time: 1472.18 ms [2021-10-06 15:42:04 main:581] : INFO : Epoch 1649 | loss: 0.0311029 | val_loss: 0.0311357 | Time: 1457.51 ms [2021-10-06 15:42:06 main:581] : INFO : Epoch 1650 | loss: 0.0311009 | val_loss: 0.031133 | Time: 1472.15 ms [2021-10-06 15:42:07 main:581] : INFO : Epoch 1651 | loss: 0.0311012 | val_loss: 0.0311296 | Time: 1463.36 ms [2021-10-06 15:42:09 main:581] : INFO : Epoch 1652 | loss: 0.031106 | val_loss: 0.0311309 | Time: 1466.87 ms [2021-10-06 15:42:10 main:581] : INFO : Epoch 1653 | loss: 0.0311042 | val_loss: 0.031129 | Time: 1436.31 ms [2021-10-06 15:42:11 main:581] : INFO : Epoch 1654 | loss: 0.0311024 | val_loss: 0.0311352 | Time: 1460.89 ms [2021-10-06 15:42:13 main:581] : INFO : Epoch 1655 | loss: 0.0311007 | val_loss: 0.0311313 | Time: 1449.4 ms [2021-10-06 15:42:14 main:581] : INFO : Epoch 1656 | loss: 0.0311011 | val_loss: 0.0311326 | Time: 1460.61 ms [2021-10-06 15:42:16 main:581] : INFO : Epoch 1657 | loss: 0.0311028 | val_loss: 0.0311307 | Time: 1435.73 ms [2021-10-06 15:42:17 main:581] : INFO : Epoch 1658 | loss: 0.0311011 | val_loss: 0.0311275 | Time: 1458.94 ms [2021-10-06 15:42:19 main:581] : INFO : Epoch 1659 | loss: 0.0311014 | val_loss: 0.0311307 | Time: 1447.61 ms [2021-10-06 15:42:20 main:581] : INFO : Epoch 1660 | loss: 0.0311001 | val_loss: 0.0311329 | Time: 1459.03 ms [2021-10-06 15:42:22 main:581] : INFO : Epoch 1661 | loss: 0.0311001 | val_loss: 0.0311299 | Time: 1465.93 ms [2021-10-06 15:42:23 main:581] : INFO : Epoch 1662 | loss: 0.0311021 | val_loss: 0.0311308 | Time: 1478.41 ms [2021-10-06 15:42:25 main:581] : INFO : Epoch 1663 | loss: 0.0311037 | val_loss: 0.0311347 | Time: 1475.86 ms [2021-10-06 15:42:26 main:581] : INFO : Epoch 1664 | loss: 0.0311031 | val_loss: 0.0311359 | Time: 1455.88 ms [2021-10-06 15:42:27 main:581] : INFO : Epoch 1665 | loss: 0.0310993 | val_loss: 0.0311303 | Time: 1457.43 ms [2021-10-06 15:42:29 main:581] : INFO : Epoch 1666 | loss: 0.0310937 | val_loss: 0.0311257 | Time: 1452.82 ms [2021-10-06 15:42:30 main:581] : INFO : Epoch 1667 | loss: 0.0310978 | val_loss: 0.0311317 | Time: 1459.81 ms [2021-10-06 15:42:32 main:581] : INFO : Epoch 1668 | loss: 0.0311196 | val_loss: 0.0311427 | Time: 1438.2 ms [2021-10-06 15:42:33 main:581] : INFO : Epoch 1669 | loss: 0.0311452 | val_loss: 0.0311422 | Time: 1454.07 ms [2021-10-06 15:42:35 main:581] : INFO : Epoch 1670 | loss: 0.0311426 | val_loss: 0.031141 | Time: 1464.79 ms [2021-10-06 15:42:36 main:581] : INFO : Epoch 1671 | loss: 0.0311385 | val_loss: 0.031142 | Time: 1461.83 ms [2021-10-06 15:42:38 main:581] : INFO : Epoch 1672 | loss: 0.0311403 | val_loss: 0.0311419 | Time: 1486.3 ms [2021-10-06 15:42:39 main:581] : INFO : Epoch 1673 | loss: 0.0311428 | val_loss: 0.0311413 | Time: 1467.52 ms [2021-10-06 15:42:41 main:581] : INFO : Epoch 1674 | loss: 0.0311385 | val_loss: 0.0311385 | Time: 1459.12 ms [2021-10-06 15:42:42 main:581] : INFO : Epoch 1675 | loss: 0.0311355 | val_loss: 0.0311393 | Time: 1450.92 ms [2021-10-06 15:42:44 main:581] : INFO : Epoch 1676 | loss: 0.0311347 | val_loss: 0.0311377 | Time: 1477.69 ms [2021-10-06 15:42:45 main:581] : INFO : Epoch 1677 | loss: 0.0311323 | val_loss: 0.0311338 | Time: 1468.44 ms [2021-10-06 15:42:46 main:581] : INFO : Epoch 1678 | loss: 0.0311294 | val_loss: 0.0311319 | Time: 1463.96 ms [2021-10-06 15:42:48 main:581] : INFO : Epoch 1679 | loss: 0.0311294 | val_loss: 0.0311341 | Time: 1463.19 ms [2021-10-06 15:42:49 main:581] : INFO : Epoch 1680 | loss: 0.0311274 | val_loss: 0.0311337 | Time: 1469.4 ms [2021-10-06 15:42:51 main:581] : INFO : Epoch 1681 | loss: 0.031127 | val_loss: 0.0311325 | Time: 1474.87 ms [2021-10-06 15:42:52 main:581] : INFO : Epoch 1682 | loss: 0.0311259 | val_loss: 0.0311326 | Time: 1481.03 ms [2021-10-06 15:42:54 main:581] : INFO : Epoch 1683 | loss: 0.0311345 | val_loss: 0.0311289 | Time: 1502.52 ms [2021-10-06 15:42:55 main:581] : INFO : Epoch 1684 | loss: 0.03113 | val_loss: 0.0311328 | Time: 1499.16 ms [2021-10-06 15:42:57 main:581] : INFO : Epoch 1685 | loss: 0.0311299 | val_loss: 0.0311303 | Time: 1457.94 ms [2021-10-06 15:42:58 main:581] : INFO : Epoch 1686 | loss: 0.0311271 | val_loss: 0.0311287 | Time: 1450.14 ms [2021-10-06 15:43:00 main:581] : INFO : Epoch 1687 | loss: 0.0311269 | val_loss: 0.0311309 | Time: 1484.02 ms [2021-10-06 15:43:01 main:581] : INFO : Epoch 1688 | loss: 0.0311248 | val_loss: 0.0311302 | Time: 1486.72 ms [2021-10-06 15:43:03 main:581] : INFO : Epoch 1689 | loss: 0.0311235 | val_loss: 0.0311289 | Time: 1478.66 ms [2021-10-06 15:43:04 main:581] : INFO : Epoch 1690 | loss: 0.0311222 | val_loss: 0.0311316 | Time: 1466.95 ms [2021-10-06 15:43:06 main:581] : INFO : Epoch 1691 | loss: 0.0311209 | val_loss: 0.0311304 | Time: 1455.46 ms [2021-10-06 15:43:07 main:581] : INFO : Epoch 1692 | loss: 0.0311205 | val_loss: 0.0311299 | Time: 1473.4 ms [2021-10-06 15:43:09 main:581] : INFO : Epoch 1693 | loss: 0.0311208 | val_loss: 0.0311298 | Time: 1472.27 ms [2021-10-06 15:43:10 main:581] : INFO : Epoch 1694 | loss: 0.0311219 | val_loss: 0.0311328 | Time: 1482.55 ms [2021-10-06 15:43:12 main:581] : INFO : Epoch 1695 | loss: 0.0311181 | val_loss: 0.0311288 | Time: 1453.37 ms [2021-10-06 15:43:13 main:581] : INFO : Epoch 1696 | loss: 0.0311179 | val_loss: 0.0311312 | Time: 1438.15 ms [2021-10-06 15:43:14 main:581] : INFO : Epoch 1697 | loss: 0.0311174 | val_loss: 0.0311312 | Time: 1444.89 ms [2021-10-06 15:43:16 main:581] : INFO : Epoch 1698 | loss: 0.0311194 | val_loss: 0.0311303 | Time: 1448.09 ms [2021-10-06 15:43:17 main:581] : INFO : Epoch 1699 | loss: 0.0311195 | val_loss: 0.0311328 | Time: 1457.69 ms [2021-10-06 15:43:19 main:581] : INFO : Epoch 1700 | loss: 0.0311207 | val_loss: 0.0311353 | Time: 1448.08 ms [2021-10-06 15:43:20 main:581] : INFO : Epoch 1701 | loss: 0.031121 | val_loss: 0.0311278 | Time: 1457.56 ms [2021-10-06 15:43:22 main:581] : INFO : Epoch 1702 | loss: 0.0311298 | val_loss: 0.0311463 | Time: 1450.28 ms [2021-10-06 15:43:23 main:581] : INFO : Epoch 1703 | loss: 0.0328633 | val_loss: 0.0322574 | Time: 1461.73 ms [2021-10-06 15:43:25 main:581] : INFO : Epoch 1704 | loss: 0.0315576 | val_loss: 0.0312848 | Time: 1455.45 ms [2021-10-06 15:43:26 main:581] : INFO : Epoch 1705 | loss: 0.0312367 | val_loss: 0.0311891 | Time: 1461.06 ms [2021-10-06 15:43:28 main:581] : INFO : Epoch 1706 | loss: 0.0311836 | val_loss: 0.0311681 | Time: 1479.37 ms [2021-10-06 15:43:29 main:581] : INFO : Epoch 1707 | loss: 0.0311723 | val_loss: 0.0311634 | Time: 1467.59 ms [2021-10-06 15:43:31 main:581] : INFO : Epoch 1708 | loss: 0.0311663 | val_loss: 0.0311572 | Time: 1474.54 ms [2021-10-06 15:43:32 main:581] : INFO : Epoch 1709 | loss: 0.03115 | val_loss: 0.0311395 | Time: 1456.11 ms [2021-10-06 15:43:33 main:581] : INFO : Epoch 1710 | loss: 0.0311376 | val_loss: 0.0311392 | Time: 1471.63 ms [2021-10-06 15:43:35 main:581] : INFO : Epoch 1711 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 1461.41 ms [2021-10-06 15:43:36 main:581] : INFO : Epoch 1712 | loss: 0.0311662 | val_loss: 0.0311665 | Time: 1464.65 ms [2021-10-06 15:43:38 main:581] : INFO : Epoch 1713 | loss: 0.0311623 | val_loss: 0.0311603 | Time: 1462.26 ms [2021-10-06 15:43:39 main:581] : INFO : Epoch 1714 | loss: 0.0311582 | val_loss: 0.0311602 | Time: 1454.08 ms [2021-10-06 15:43:41 main:581] : INFO : Epoch 1715 | loss: 0.0311536 | val_loss: 0.0311631 | Time: 1439.77 ms [2021-10-06 15:43:42 main:581] : INFO : Epoch 1716 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1435.54 ms [2021-10-06 15:43:44 main:581] : INFO : Epoch 1717 | loss: 0.0311586 | val_loss: 0.031156 | Time: 1424.22 ms [2021-10-06 15:43:45 main:581] : INFO : Epoch 1718 | loss: 0.0311533 | val_loss: 0.0311526 | Time: 1454.75 ms [2021-10-06 15:43:46 main:581] : INFO : Epoch 1719 | loss: 0.0311507 | val_loss: 0.0311501 | Time: 1442.06 ms [2021-10-06 15:43:48 main:581] : INFO : Epoch 1720 | loss: 0.0311477 | val_loss: 0.03115 | Time: 1450.08 ms [2021-10-06 15:43:49 main:581] : INFO : Epoch 1721 | loss: 0.0311469 | val_loss: 0.0311482 | Time: 1456.91 ms [2021-10-06 15:43:51 main:581] : INFO : Epoch 1722 | loss: 0.0311458 | val_loss: 0.0311464 | Time: 1448.03 ms [2021-10-06 15:43:52 main:581] : INFO : Epoch 1723 | loss: 0.0311461 | val_loss: 0.0311492 | Time: 1504.12 ms [2021-10-06 15:43:54 main:581] : INFO : Epoch 1724 | loss: 0.0311471 | val_loss: 0.0311472 | Time: 1469.89 ms [2021-10-06 15:43:55 main:581] : INFO : Epoch 1725 | loss: 0.0311458 | val_loss: 0.031153 | Time: 1473.64 ms [2021-10-06 15:43:57 main:581] : INFO : Epoch 1726 | loss: 0.0311478 | val_loss: 0.0311516 | Time: 1462.11 ms [2021-10-06 15:43:58 main:581] : INFO : Epoch 1727 | loss: 0.0311466 | val_loss: 0.0311467 | Time: 1470.28 ms [2021-10-06 15:44:00 main:581] : INFO : Epoch 1728 | loss: 0.0311429 | val_loss: 0.0311455 | Time: 1436.99 ms [2021-10-06 15:44:01 main:581] : INFO : Epoch 1729 | loss: 0.0311431 | val_loss: 0.0311462 | Time: 1471.57 ms [2021-10-06 15:44:03 main:581] : INFO : Epoch 1730 | loss: 0.0311444 | val_loss: 0.0311435 | Time: 1466.26 ms [2021-10-06 15:44:04 main:581] : INFO : Epoch 1731 | loss: 0.0311422 | val_loss: 0.031145 | Time: 1444.8 ms [2021-10-06 15:44:05 main:581] : INFO : Epoch 1732 | loss: 0.0311407 | val_loss: 0.0311456 | Time: 1448.52 ms [2021-10-06 15:44:07 main:581] : INFO : Epoch 1733 | loss: 0.0311408 | val_loss: 0.0311454 | Time: 1445.28 ms [2021-10-06 15:44:08 main:581] : INFO : Epoch 1734 | loss: 0.0311413 | val_loss: 0.0311443 | Time: 1452.34 ms [2021-10-06 15:44:10 main:581] : INFO : Epoch 1735 | loss: 0.0311402 | val_loss: 0.0311471 | Time: 1454.54 ms [2021-10-06 15:44:11 main:581] : INFO : Epoch 1736 | loss: 0.0311416 | val_loss: 0.0311424 | Time: 1474.12 ms [2021-10-06 15:44:13 main:581] : INFO : Epoch 1737 | loss: 0.0311383 | val_loss: 0.0311438 | Time: 1463.5 ms [2021-10-06 15:44:14 main:581] : INFO : Epoch 1738 | loss: 0.0311413 | val_loss: 0.0311462 | Time: 1470.77 ms [2021-10-06 15:44:16 main:581] : INFO : Epoch 1739 | loss: 0.0311515 | val_loss: 0.0311535 | Time: 1449.31 ms [2021-10-06 15:44:17 main:581] : INFO : Epoch 1740 | loss: 0.0311503 | val_loss: 0.0311509 | Time: 1470.9 ms [2021-10-06 15:44:19 main:581] : INFO : Epoch 1741 | loss: 0.0311479 | val_loss: 0.0311507 | Time: 1470.02 ms [2021-10-06 15:44:20 main:581] : INFO : Epoch 1742 | loss: 0.0311459 | val_loss: 0.0311512 | Time: 1465.86 ms [2021-10-06 15:44:22 main:581] : INFO : Epoch 1743 | loss: 0.0311468 | val_loss: 0.0311557 | Time: 1454.33 ms [2021-10-06 15:44:23 main:581] : INFO : Epoch 1744 | loss: 0.0311471 | val_loss: 0.0311496 | Time: 1464.66 ms [2021-10-06 15:44:25 main:581] : INFO : Epoch 1745 | loss: 0.0311432 | val_loss: 0.0311509 | Time: 1484.86 ms [2021-10-06 15:44:26 main:581] : INFO : Epoch 1746 | loss: 0.0311419 | val_loss: 0.0311516 | Time: 1466.84 ms [2021-10-06 15:44:27 main:581] : INFO : Epoch 1747 | loss: 0.0311415 | val_loss: 0.0311481 | Time: 1477.65 ms [2021-10-06 15:44:29 main:581] : INFO : Epoch 1748 | loss: 0.0311404 | val_loss: 0.0311494 | Time: 1470.34 ms [2021-10-06 15:44:30 main:581] : INFO : Epoch 1749 | loss: 0.03114 | val_loss: 0.0311469 | Time: 1449.69 ms [2021-10-06 15:44:32 main:581] : INFO : Epoch 1750 | loss: 0.0311381 | val_loss: 0.0311472 | Time: 1475.21 ms [2021-10-06 15:44:33 main:581] : INFO : Epoch 1751 | loss: 0.0311374 | val_loss: 0.0311475 | Time: 1491.94 ms [2021-10-06 15:44:35 main:581] : INFO : Epoch 1752 | loss: 0.0311373 | val_loss: 0.0311485 | Time: 1529.35 ms [2021-10-06 15:44:36 main:581] : INFO : Epoch 1753 | loss: 0.0311369 | val_loss: 0.0311485 | Time: 1457.61 ms [2021-10-06 15:44:38 main:581] : INFO : Epoch 1754 | loss: 0.0311369 | val_loss: 0.031148 | Time: 1456.15 ms [2021-10-06 15:44:39 main:581] : INFO : Epoch 1755 | loss: 0.031136 | val_loss: 0.0311481 | Time: 1462.14 ms [2021-10-06 15:44:41 main:581] : INFO : Epoch 1756 | loss: 0.0311358 | val_loss: 0.031147 | Time: 1440.4 ms [2021-10-06 15:44:42 main:581] : INFO : Epoch 1757 | loss: 0.031136 | val_loss: 0.0311466 | Time: 1483.72 ms [2021-10-06 15:44:44 main:581] : INFO : Epoch 1758 | loss: 0.0311347 | val_loss: 0.0311482 | Time: 1465.11 ms [2021-10-06 15:44:45 main:581] : INFO : Epoch 1759 | loss: 0.0311351 | val_loss: 0.0311476 | Time: 1447.45 ms [2021-10-06 15:44:47 main:581] : INFO : Epoch 1760 | loss: 0.0311343 | val_loss: 0.0311477 | Time: 1442.28 ms [2021-10-06 15:44:48 main:581] : INFO : Epoch 1761 | loss: 0.0311337 | val_loss: 0.0311482 | Time: 1458.23 ms [2021-10-06 15:44:49 main:581] : INFO : Epoch 1762 | loss: 0.0311355 | val_loss: 0.0311498 | Time: 1449.08 ms [2021-10-06 15:44:51 main:581] : INFO : Epoch 1763 | loss: 0.0311339 | val_loss: 0.0311445 | Time: 1477.68 ms [2021-10-06 15:44:52 main:581] : INFO : Epoch 1764 | loss: 0.0311332 | val_loss: 0.031147 | Time: 1452.54 ms [2021-10-06 15:44:54 main:581] : INFO : Epoch 1765 | loss: 0.0311333 | val_loss: 0.031146 | Time: 1459.01 ms [2021-10-06 15:44:55 main:581] : INFO : Epoch 1766 | loss: 0.0311331 | val_loss: 0.0311485 | Time: 1457.44 ms [2021-10-06 15:44:57 main:581] : INFO : Epoch 1767 | loss: 0.0311316 | val_loss: 0.0311467 | Time: 1489.4 ms [2021-10-06 15:44:58 main:581] : INFO : Epoch 1768 | loss: 0.0311313 | val_loss: 0.0311454 | Time: 1448.57 ms [2021-10-06 15:45:00 main:581] : INFO : Epoch 1769 | loss: 0.0311319 | val_loss: 0.0311483 | Time: 1465.7 ms [2021-10-06 15:45:01 main:581] : INFO : Epoch 1770 | loss: 0.0311314 | val_loss: 0.0311469 | Time: 1457.27 ms [2021-10-06 15:45:03 main:581] : INFO : Epoch 1771 | loss: 0.0311302 | val_loss: 0.0311475 | Time: 1457.88 ms [2021-10-06 15:45:04 main:581] : INFO : Epoch 1772 | loss: 0.0311309 | val_loss: 0.0311478 | Time: 1467.51 ms [2021-10-06 15:45:06 main:581] : INFO : Epoch 1773 | loss: 0.0311293 | val_loss: 0.0311481 | Time: 1459.44 ms [2021-10-06 15:45:07 main:581] : INFO : Epoch 1774 | loss: 0.0311289 | val_loss: 0.03115 | Time: 1460.68 ms [2021-10-06 15:45:08 main:581] : INFO : Epoch 1775 | loss: 0.0311291 | val_loss: 0.0311485 | Time: 1488.63 ms [2021-10-06 15:45:10 main:581] : INFO : Epoch 1776 | loss: 0.031132 | val_loss: 0.0311499 | Time: 1465.33 ms [2021-10-06 15:45:11 main:581] : INFO : Epoch 1777 | loss: 0.0311295 | val_loss: 0.0311488 | Time: 1464.05 ms [2021-10-06 15:45:13 main:581] : INFO : Epoch 1778 | loss: 0.0311285 | val_loss: 0.03115 | Time: 1477.18 ms [2021-10-06 15:45:14 main:581] : INFO : Epoch 1779 | loss: 0.031129 | val_loss: 0.0311513 | Time: 1465.71 ms [2021-10-06 15:45:16 main:581] : INFO : Epoch 1780 | loss: 0.0311289 | val_loss: 0.0311489 | Time: 1446.62 ms [2021-10-06 15:45:17 main:581] : INFO : Epoch 1781 | loss: 0.0311297 | val_loss: 0.0311493 | Time: 1451.98 ms [2021-10-06 15:45:19 main:581] : INFO : Epoch 1782 | loss: 0.0311282 | val_loss: 0.0311471 | Time: 1466.4 ms [2021-10-06 15:45:20 main:581] : INFO : Epoch 1783 | loss: 0.0311284 | val_loss: 0.0311499 | Time: 1483.38 ms [2021-10-06 15:45:22 main:581] : INFO : Epoch 1784 | loss: 0.0311265 | val_loss: 0.0311465 | Time: 1462.76 ms [2021-10-06 15:45:23 main:581] : INFO : Epoch 1785 | loss: 0.0311266 | val_loss: 0.0311445 | Time: 1475.77 ms [2021-10-06 15:45:25 main:581] : INFO : Epoch 1786 | loss: 0.0311257 | val_loss: 0.0311479 | Time: 1483.12 ms [2021-10-06 15:45:26 main:581] : INFO : Epoch 1787 | loss: 0.0311264 | val_loss: 0.0311518 | Time: 1458.81 ms [2021-10-06 15:45:28 main:581] : INFO : Epoch 1788 | loss: 0.0311258 | val_loss: 0.0311478 | Time: 1498.33 ms [2021-10-06 15:45:29 main:581] : INFO : Epoch 1789 | loss: 0.0311258 | val_loss: 0.0311458 | Time: 1497.94 ms [2021-10-06 15:45:31 main:581] : INFO : Epoch 1790 | loss: 0.0311248 | val_loss: 0.0311461 | Time: 1448.23 ms [2021-10-06 15:45:32 main:581] : INFO : Epoch 1791 | loss: 0.031125 | val_loss: 0.0311472 | Time: 1442.9 ms [2021-10-06 15:45:33 main:581] : INFO : Epoch 1792 | loss: 0.0311252 | val_loss: 0.0311474 | Time: 1450.43 ms [2021-10-06 15:45:35 main:581] : INFO : Epoch 1793 | loss: 0.0311247 | val_loss: 0.0311458 | Time: 1465.68 ms [2021-10-06 15:45:36 main:581] : INFO : Epoch 1794 | loss: 0.0311244 | val_loss: 0.0311493 | Time: 1444.53 ms [2021-10-06 15:45:38 main:581] : INFO : Epoch 1795 | loss: 0.0311251 | val_loss: 0.0311472 | Time: 1449.37 ms [2021-10-06 15:45:39 main:581] : INFO : Epoch 1796 | loss: 0.0311243 | val_loss: 0.031149 | Time: 1458.17 ms [2021-10-06 15:45:41 main:581] : INFO : Epoch 1797 | loss: 0.0311245 | val_loss: 0.0311484 | Time: 1430.25 ms [2021-10-06 15:45:42 main:581] : INFO : Epoch 1798 | loss: 0.0311249 | val_loss: 0.0311504 | Time: 1486.61 ms [2021-10-06 15:45:44 main:581] : INFO : Epoch 1799 | loss: 0.0311247 | val_loss: 0.0311564 | Time: 1464.39 ms [2021-10-06 15:45:45 main:581] : INFO : Epoch 1800 | loss: 0.0311268 | val_loss: 0.0311471 | Time: 1453.62 ms [2021-10-06 15:45:47 main:581] : INFO : Epoch 1801 | loss: 0.0311254 | val_loss: 0.0311455 | Time: 1467.59 ms [2021-10-06 15:45:48 main:581] : INFO : Epoch 1802 | loss: 0.0311247 | val_loss: 0.0311479 | Time: 1446.3 ms [2021-10-06 15:45:49 main:581] : INFO : Epoch 1803 | loss: 0.0311258 | val_loss: 0.0311495 | Time: 1462.38 ms [2021-10-06 15:45:51 main:581] : INFO : Epoch 1804 | loss: 0.0311289 | val_loss: 0.0311436 | Time: 1497.42 ms [2021-10-06 15:45:52 main:581] : INFO : Epoch 1805 | loss: 0.0311276 | val_loss: 0.0311445 | Time: 1489.01 ms [2021-10-06 15:45:54 main:581] : INFO : Epoch 1806 | loss: 0.0311257 | val_loss: 0.0311451 | Time: 1463.7 ms [2021-10-06 15:45:55 main:581] : INFO : Epoch 1807 | loss: 0.0311255 | val_loss: 0.0311513 | Time: 1463.09 ms [2021-10-06 15:45:57 main:581] : INFO : Epoch 1808 | loss: 0.031125 | val_loss: 0.0311457 | Time: 1466.99 ms [2021-10-06 15:45:58 main:581] : INFO : Epoch 1809 | loss: 0.0311303 | val_loss: 0.031152 | Time: 1461.18 ms [2021-10-06 15:46:00 main:581] : INFO : Epoch 1810 | loss: 0.0311296 | val_loss: 0.031146 | Time: 1445.63 ms [2021-10-06 15:46:01 main:581] : INFO : Epoch 1811 | loss: 0.0311265 | val_loss: 0.0311456 | Time: 1437.54 ms [2021-10-06 15:46:03 main:581] : INFO : Epoch 1812 | loss: 0.0311245 | val_loss: 0.0311529 | Time: 1427.26 ms [2021-10-06 15:46:04 main:581] : INFO : Epoch 1813 | loss: 0.0311263 | val_loss: 0.0311472 | Time: 1479.08 ms [2021-10-06 15:46:06 main:581] : INFO : Epoch 1814 | loss: 0.0311227 | val_loss: 0.0311459 | Time: 1489.43 ms [2021-10-06 15:46:07 main:581] : INFO : Epoch 1815 | loss: 0.0311227 | val_loss: 0.0311468 | Time: 1442.52 ms [2021-10-06 15:46:08 main:581] : INFO : Epoch 1816 | loss: 0.0311257 | val_loss: 0.0311555 | Time: 1436.76 ms [2021-10-06 15:46:10 main:581] : INFO : Epoch 1817 | loss: 0.0311244 | val_loss: 0.0311487 | Time: 1444.9 ms [2021-10-06 15:46:11 main:581] : INFO : Epoch 1818 | loss: 0.0311237 | val_loss: 0.0311492 | Time: 1450.35 ms [2021-10-06 15:46:13 main:581] : INFO : Epoch 1819 | loss: 0.0311225 | val_loss: 0.0311484 | Time: 1442.85 ms [2021-10-06 15:46:14 main:581] : INFO : Epoch 1820 | loss: 0.031122 | val_loss: 0.031151 | Time: 1450.46 ms [2021-10-06 15:46:16 main:581] : INFO : Epoch 1821 | loss: 0.0311219 | val_loss: 0.0311482 | Time: 1452.51 ms [2021-10-06 15:46:17 main:581] : INFO : Epoch 1822 | loss: 0.0311253 | val_loss: 0.0311484 | Time: 1447.97 ms [2021-10-06 15:46:19 main:581] : INFO : Epoch 1823 | loss: 0.0311251 | val_loss: 0.0311471 | Time: 1443.35 ms [2021-10-06 15:46:20 main:581] : INFO : Epoch 1824 | loss: 0.0311239 | val_loss: 0.0311474 | Time: 1447.42 ms [2021-10-06 15:46:21 main:581] : INFO : Epoch 1825 | loss: 0.0311232 | val_loss: 0.0311464 | Time: 1456.99 ms [2021-10-06 15:46:23 main:581] : INFO : Epoch 1826 | loss: 0.0311224 | val_loss: 0.031146 | Time: 1510.41 ms [2021-10-06 15:46:24 main:581] : INFO : Epoch 1827 | loss: 0.0311209 | val_loss: 0.0311454 | Time: 1467.39 ms [2021-10-06 15:46:26 main:581] : INFO : Epoch 1828 | loss: 0.0311202 | val_loss: 0.0311439 | Time: 1448.61 ms [2021-10-06 15:46:27 main:581] : INFO : Epoch 1829 | loss: 0.0311198 | val_loss: 0.0311447 | Time: 1461.37 ms [2021-10-06 15:46:29 main:581] : INFO : Epoch 1830 | loss: 0.0311206 | val_loss: 0.031148 | Time: 1475.31 ms [2021-10-06 15:46:30 main:581] : INFO : Epoch 1831 | loss: 0.0311205 | val_loss: 0.0311482 | Time: 1443.09 ms [2021-10-06 15:46:32 main:581] : INFO : Epoch 1832 | loss: 0.031121 | val_loss: 0.0311474 | Time: 1457.76 ms [2021-10-06 15:46:33 main:581] : INFO : Epoch 1833 | loss: 0.0311193 | val_loss: 0.031148 | Time: 1482.76 ms [2021-10-06 15:46:35 main:581] : INFO : Epoch 1834 | loss: 0.031123 | val_loss: 0.0311477 | Time: 1467.12 ms [2021-10-06 15:46:36 main:581] : INFO : Epoch 1835 | loss: 0.0311221 | val_loss: 0.0311431 | Time: 1482.67 ms [2021-10-06 15:46:38 main:581] : INFO : Epoch 1836 | loss: 0.0311235 | val_loss: 0.0311631 | Time: 1450.6 ms [2021-10-06 15:46:39 main:581] : INFO : Epoch 1837 | loss: 0.0311386 | val_loss: 0.0311465 | Time: 1481.63 ms [2021-10-06 15:46:41 main:581] : INFO : Epoch 1838 | loss: 0.0311317 | val_loss: 0.0311438 | Time: 1480.61 ms [2021-10-06 15:46:42 main:581] : INFO : Epoch 1839 | loss: 0.0311262 | val_loss: 0.0311405 | Time: 1464.63 ms [2021-10-06 15:46:44 main:581] : INFO : Epoch 1840 | loss: 0.0311254 | val_loss: 0.0311433 | Time: 1455.7 ms [2021-10-06 15:46:45 main:581] : INFO : Epoch 1841 | loss: 0.0311268 | val_loss: 0.0311414 | Time: 1470.63 ms [2021-10-06 15:46:46 main:581] : INFO : Epoch 1842 | loss: 0.0311251 | val_loss: 0.0311399 | Time: 1446.18 ms [2021-10-06 15:46:48 main:581] : INFO : Epoch 1843 | loss: 0.0311231 | val_loss: 0.031139 | Time: 1459.07 ms [2021-10-06 15:46:49 main:581] : INFO : Epoch 1844 | loss: 0.0311232 | val_loss: 0.0311397 | Time: 1443.53 ms [2021-10-06 15:46:51 main:581] : INFO : Epoch 1845 | loss: 0.0311255 | val_loss: 0.0311496 | Time: 1450.85 ms [2021-10-06 15:46:52 main:581] : INFO : Epoch 1846 | loss: 0.03116 | val_loss: 0.0311594 | Time: 1467.78 ms [2021-10-06 15:46:54 main:581] : INFO : Epoch 1847 | loss: 0.0311537 | val_loss: 0.0311505 | Time: 1478.63 ms [2021-10-06 15:46:55 main:581] : INFO : Epoch 1848 | loss: 0.0311422 | val_loss: 0.0311402 | Time: 1478.61 ms [2021-10-06 15:46:57 main:581] : INFO : Epoch 1849 | loss: 0.0311386 | val_loss: 0.0311414 | Time: 1469.27 ms [2021-10-06 15:46:58 main:581] : INFO : Epoch 1850 | loss: 0.0311374 | val_loss: 0.0311414 | Time: 1453.4 ms [2021-10-06 15:47:00 main:581] : INFO : Epoch 1851 | loss: 0.031134 | val_loss: 0.0311389 | Time: 1445.18 ms [2021-10-06 15:47:01 main:581] : INFO : Epoch 1852 | loss: 0.0311311 | val_loss: 0.0311399 | Time: 1468.73 ms [2021-10-06 15:47:03 main:581] : INFO : Epoch 1853 | loss: 0.0311302 | val_loss: 0.0311366 | Time: 1465.47 ms [2021-10-06 15:47:04 main:581] : INFO : Epoch 1854 | loss: 0.0311308 | val_loss: 0.0311391 | Time: 1456.18 ms [2021-10-06 15:47:05 main:581] : INFO : Epoch 1855 | loss: 0.0311301 | val_loss: 0.0311363 | Time: 1467.01 ms [2021-10-06 15:47:07 main:581] : INFO : Epoch 1856 | loss: 0.0311287 | val_loss: 0.0311362 | Time: 1461.13 ms [2021-10-06 15:47:08 main:581] : INFO : Epoch 1857 | loss: 0.0311278 | val_loss: 0.0311381 | Time: 1468.17 ms [2021-10-06 15:47:10 main:581] : INFO : Epoch 1858 | loss: 0.031128 | val_loss: 0.0311407 | Time: 1454.43 ms [2021-10-06 15:47:11 main:581] : INFO : Epoch 1859 | loss: 0.0311253 | val_loss: 0.0311345 | Time: 1448.31 ms [2021-10-06 15:47:13 main:581] : INFO : Epoch 1860 | loss: 0.0311232 | val_loss: 0.0311336 | Time: 1454.25 ms [2021-10-06 15:47:14 main:581] : INFO : Epoch 1861 | loss: 0.0311234 | val_loss: 0.0311338 | Time: 1435.69 ms [2021-10-06 15:47:16 main:581] : INFO : Epoch 1862 | loss: 0.0311225 | val_loss: 0.031135 | Time: 1444.42 ms [2021-10-06 15:47:17 main:581] : INFO : Epoch 1863 | loss: 0.031121 | val_loss: 0.0311334 | Time: 1464.08 ms [2021-10-06 15:47:19 main:581] : INFO : Epoch 1864 | loss: 0.0311209 | val_loss: 0.031134 | Time: 1453.22 ms [2021-10-06 15:47:20 main:581] : INFO : Epoch 1865 | loss: 0.0311201 | val_loss: 0.0311319 | Time: 1453.12 ms [2021-10-06 15:47:21 main:581] : INFO : Epoch 1866 | loss: 0.0311221 | val_loss: 0.0311327 | Time: 1462.25 ms [2021-10-06 15:47:23 main:581] : INFO : Epoch 1867 | loss: 0.0311229 | val_loss: 0.0311352 | Time: 1469.25 ms [2021-10-06 15:47:24 main:581] : INFO : Epoch 1868 | loss: 0.031124 | val_loss: 0.031133 | Time: 1470.18 ms [2021-10-06 15:47:26 main:581] : INFO : Epoch 1869 | loss: 0.0311204 | val_loss: 0.0311326 | Time: 1475.45 ms [2021-10-06 15:47:27 main:581] : INFO : Epoch 1870 | loss: 0.0311211 | val_loss: 0.0311307 | Time: 1463.18 ms [2021-10-06 15:47:29 main:581] : INFO : Epoch 1871 | loss: 0.0311224 | val_loss: 0.0311356 | Time: 1467.63 ms [2021-10-06 15:47:30 main:581] : INFO : Epoch 1872 | loss: 0.0311202 | val_loss: 0.0311369 | Time: 1471 ms [2021-10-06 15:47:32 main:581] : INFO : Epoch 1873 | loss: 0.0311201 | val_loss: 0.0311293 | Time: 1467.78 ms [2021-10-06 15:47:33 main:581] : INFO : Epoch 1874 | loss: 0.0311243 | val_loss: 0.0312242 | Time: 1465.98 ms [2021-10-06 15:47:35 main:581] : INFO : Epoch 1875 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 1493.79 ms [2021-10-06 15:47:36 main:581] : INFO : Epoch 1876 | loss: 0.031239 | val_loss: 0.0312347 | Time: 1434.16 ms [2021-10-06 15:47:38 main:581] : INFO : Epoch 1877 | loss: 0.0312281 | val_loss: 0.0312127 | Time: 1558.52 ms [2021-10-06 15:47:39 main:581] : INFO : Epoch 1878 | loss: 0.0311939 | val_loss: 0.0311739 | Time: 1565.36 ms [2021-10-06 15:47:41 main:581] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311691 | Time: 1484.06 ms [2021-10-06 15:47:42 main:581] : INFO : Epoch 1880 | loss: 0.0311679 | val_loss: 0.031169 | Time: 1470.08 ms [2021-10-06 15:47:44 main:581] : INFO : Epoch 1881 | loss: 0.0311634 | val_loss: 0.031166 | Time: 1441.5 ms [2021-10-06 15:47:45 main:581] : INFO : Epoch 1882 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 1457.91 ms [2021-10-06 15:47:47 main:581] : INFO : Epoch 1883 | loss: 0.0311598 | val_loss: 0.0311588 | Time: 1468.08 ms [2021-10-06 15:47:48 main:581] : INFO : Epoch 1884 | loss: 0.0311578 | val_loss: 0.0311562 | Time: 1447.77 ms [2021-10-06 15:47:49 main:581] : INFO : Epoch 1885 | loss: 0.0311539 | val_loss: 0.0311537 | Time: 1442.35 ms [2021-10-06 15:47:51 main:581] : INFO : Epoch 1886 | loss: 0.0311527 | val_loss: 0.0311516 | Time: 1457.04 ms [2021-10-06 15:47:52 main:581] : INFO : Epoch 1887 | loss: 0.031152 | val_loss: 0.031152 | Time: 1432.23 ms [2021-10-06 15:47:54 main:581] : INFO : Epoch 1888 | loss: 0.0311516 | val_loss: 0.031154 | Time: 1456.36 ms [2021-10-06 15:47:55 main:581] : INFO : Epoch 1889 | loss: 0.0311503 | val_loss: 0.0311545 | Time: 1448.21 ms [2021-10-06 15:47:57 main:581] : INFO : Epoch 1890 | loss: 0.0311495 | val_loss: 0.0311511 | Time: 1465 ms [2021-10-06 15:47:58 main:581] : INFO : Epoch 1891 | loss: 0.0311475 | val_loss: 0.0311512 | Time: 1438.78 ms [2021-10-06 15:48:00 main:581] : INFO : Epoch 1892 | loss: 0.0311474 | val_loss: 0.0311495 | Time: 1430.91 ms [2021-10-06 15:48:01 main:581] : INFO : Epoch 1893 | loss: 0.0311476 | val_loss: 0.0311526 | Time: 1451.51 ms [2021-10-06 15:48:03 main:581] : INFO : Epoch 1894 | loss: 0.0311452 | val_loss: 0.0311507 | Time: 1468.95 ms [2021-10-06 15:48:04 main:581] : INFO : Epoch 1895 | loss: 0.0311453 | val_loss: 0.0311508 | Time: 1465.66 ms [2021-10-06 15:48:05 main:581] : INFO : Epoch 1896 | loss: 0.0311446 | val_loss: 0.0311491 | Time: 1453.88 ms [2021-10-06 15:48:07 main:581] : INFO : Epoch 1897 | loss: 0.0311438 | val_loss: 0.0311487 | Time: 1465.08 ms [2021-10-06 15:48:08 main:581] : INFO : Epoch 1898 | loss: 0.0311429 | val_loss: 0.0311483 | Time: 1447.81 ms [2021-10-06 15:48:10 main:581] : INFO : Epoch 1899 | loss: 0.0311432 | val_loss: 0.0311481 | Time: 1454.84 ms [2021-10-06 15:48:11 main:581] : INFO : Epoch 1900 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 1445.17 ms [2021-10-06 15:48:13 main:581] : INFO : Epoch 1901 | loss: 0.0311435 | val_loss: 0.031148 | Time: 1447.48 ms [2021-10-06 15:48:14 main:581] : INFO : Epoch 1902 | loss: 0.031142 | val_loss: 0.031147 | Time: 1462.64 ms [2021-10-06 15:48:16 main:581] : INFO : Epoch 1903 | loss: 0.0311412 | val_loss: 0.031149 | Time: 1481.85 ms [2021-10-06 15:48:17 main:581] : INFO : Epoch 1904 | loss: 0.0311403 | val_loss: 0.0311491 | Time: 1470.36 ms [2021-10-06 15:48:19 main:581] : INFO : Epoch 1905 | loss: 0.03114 | val_loss: 0.0311469 | Time: 1477.72 ms [2021-10-06 15:48:20 main:581] : INFO : Epoch 1906 | loss: 0.0311404 | val_loss: 0.0311494 | Time: 1464.67 ms [2021-10-06 15:48:22 main:581] : INFO : Epoch 1907 | loss: 0.0311396 | val_loss: 0.0311478 | Time: 1486.32 ms [2021-10-06 15:48:23 main:581] : INFO : Epoch 1908 | loss: 0.0311387 | val_loss: 0.0311459 | Time: 1469.24 ms [2021-10-06 15:48:24 main:581] : INFO : Epoch 1909 | loss: 0.0311391 | val_loss: 0.0311476 | Time: 1430.03 ms [2021-10-06 15:48:26 main:581] : INFO : Epoch 1910 | loss: 0.0311397 | val_loss: 0.0311473 | Time: 1456.88 ms [2021-10-06 15:48:27 main:581] : INFO : Epoch 1911 | loss: 0.0311406 | val_loss: 0.0311539 | Time: 1467.34 ms [2021-10-06 15:48:29 main:581] : INFO : Epoch 1912 | loss: 0.0311399 | val_loss: 0.0311464 | Time: 1469.68 ms [2021-10-06 15:48:30 main:581] : INFO : Epoch 1913 | loss: 0.031139 | val_loss: 0.0311463 | Time: 1443.44 ms [2021-10-06 15:48:32 main:581] : INFO : Epoch 1914 | loss: 0.031138 | val_loss: 0.0311466 | Time: 1495.46 ms [2021-10-06 15:48:33 main:581] : INFO : Epoch 1915 | loss: 0.0311381 | val_loss: 0.0311455 | Time: 1456.33 ms [2021-10-06 15:48:35 main:581] : INFO : Epoch 1916 | loss: 0.031138 | val_loss: 0.0311462 | Time: 1466.15 ms [2021-10-06 15:48:36 main:581] : INFO : Epoch 1917 | loss: 0.0311379 | val_loss: 0.0311462 | Time: 1489.01 ms [2021-10-06 15:48:38 main:581] : INFO : Epoch 1918 | loss: 0.0311362 | val_loss: 0.0311494 | Time: 1467.52 ms [2021-10-06 15:48:39 main:581] : INFO : Epoch 1919 | loss: 0.0311371 | val_loss: 0.0311475 | Time: 1464.72 ms [2021-10-06 15:48:41 main:581] : INFO : Epoch 1920 | loss: 0.0311365 | val_loss: 0.0311497 | Time: 1455.71 ms [2021-10-06 15:48:42 main:581] : INFO : Epoch 1921 | loss: 0.031138 | val_loss: 0.0311501 | Time: 1468.45 ms [2021-10-06 15:48:44 main:581] : INFO : Epoch 1922 | loss: 0.0311393 | val_loss: 0.0311466 | Time: 1457.85 ms [2021-10-06 15:48:45 main:581] : INFO : Epoch 1923 | loss: 0.031136 | val_loss: 0.0311515 | Time: 1455.15 ms [2021-10-06 15:48:46 main:581] : INFO : Epoch 1924 | loss: 0.0311354 | val_loss: 0.0311518 | Time: 1442.85 ms [2021-10-06 15:48:48 main:581] : INFO : Epoch 1925 | loss: 0.0311348 | val_loss: 0.0311493 | Time: 1456.45 ms [2021-10-06 15:48:49 main:581] : INFO : Epoch 1926 | loss: 0.0311362 | val_loss: 0.0311457 | Time: 1455.52 ms [2021-10-06 15:48:51 main:581] : INFO : Epoch 1927 | loss: 0.0311363 | val_loss: 0.0311434 | Time: 1463.67 ms [2021-10-06 15:48:52 main:581] : INFO : Epoch 1928 | loss: 0.0311351 | val_loss: 0.0311426 | Time: 1448.19 ms [2021-10-06 15:48:54 main:581] : INFO : Epoch 1929 | loss: 0.0311332 | val_loss: 0.0311427 | Time: 1469.22 ms [2021-10-06 15:48:55 main:581] : INFO : Epoch 1930 | loss: 0.0311324 | val_loss: 0.0311442 | Time: 1488.38 ms [2021-10-06 15:48:57 main:581] : INFO : Epoch 1931 | loss: 0.0311328 | val_loss: 0.0311425 | Time: 1464.25 ms [2021-10-06 15:48:58 main:581] : INFO : Epoch 1932 | loss: 0.0311323 | val_loss: 0.0311447 | Time: 1467.21 ms [2021-10-06 15:49:00 main:581] : INFO : Epoch 1933 | loss: 0.0311309 | val_loss: 0.0311426 | Time: 1483.71 ms [2021-10-06 15:49:01 main:581] : INFO : Epoch 1934 | loss: 0.0311296 | val_loss: 0.0311462 | Time: 1469.28 ms [2021-10-06 15:49:03 main:581] : INFO : Epoch 1935 | loss: 0.0311283 | val_loss: 0.0311427 | Time: 1462.79 ms [2021-10-06 15:49:04 main:581] : INFO : Epoch 1936 | loss: 0.0311267 | val_loss: 0.0311436 | Time: 1447.07 ms [2021-10-06 15:49:05 main:581] : INFO : Epoch 1937 | loss: 0.0311286 | val_loss: 0.0311423 | Time: 1456.61 ms [2021-10-06 15:49:07 main:581] : INFO : Epoch 1938 | loss: 0.0311311 | val_loss: 0.0311442 | Time: 1440.18 ms [2021-10-06 15:49:08 main:581] : INFO : Epoch 1939 | loss: 0.0311283 | val_loss: 0.0311431 | Time: 1457.13 ms [2021-10-06 15:49:10 main:581] : INFO : Epoch 1940 | loss: 0.0311277 | val_loss: 0.0311459 | Time: 1464.88 ms [2021-10-06 15:49:11 main:581] : INFO : Epoch 1941 | loss: 0.0311262 | val_loss: 0.0311466 | Time: 1455.27 ms [2021-10-06 15:49:13 main:581] : INFO : Epoch 1942 | loss: 0.0311258 | val_loss: 0.0311472 | Time: 1446.68 ms [2021-10-06 15:49:14 main:581] : INFO : Epoch 1943 | loss: 0.0311251 | val_loss: 0.0311444 | Time: 1456.23 ms [2021-10-06 15:49:16 main:581] : INFO : Epoch 1944 | loss: 0.0311241 | val_loss: 0.0311447 | Time: 1450.83 ms [2021-10-06 15:49:17 main:581] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.0311442 | Time: 1458.13 ms [2021-10-06 15:49:19 main:581] : INFO : Epoch 1946 | loss: 0.0311256 | val_loss: 0.0311425 | Time: 1470.13 ms [2021-10-06 15:49:20 main:581] : INFO : Epoch 1947 | loss: 0.0311246 | val_loss: 0.0311465 | Time: 1462.58 ms [2021-10-06 15:49:22 main:581] : INFO : Epoch 1948 | loss: 0.0311244 | val_loss: 0.0311426 | Time: 1551.71 ms [2021-10-06 15:49:23 main:581] : INFO : Epoch 1949 | loss: 0.0311243 | val_loss: 0.0311422 | Time: 1452.35 ms [2021-10-06 15:49:24 main:581] : INFO : Epoch 1950 | loss: 0.0311246 | val_loss: 0.0311436 | Time: 1477.07 ms [2021-10-06 15:49:26 main:581] : INFO : Epoch 1951 | loss: 0.031124 | val_loss: 0.0311408 | Time: 1465.49 ms [2021-10-06 15:49:27 main:581] : INFO : Epoch 1952 | loss: 0.0311244 | val_loss: 0.0311413 | Time: 1441.04 ms [2021-10-06 15:49:29 main:581] : INFO : Epoch 1953 | loss: 0.0311244 | val_loss: 0.0311448 | Time: 1456.64 ms [2021-10-06 15:49:30 main:581] : INFO : Epoch 1954 | loss: 0.0311253 | val_loss: 0.0311409 | Time: 1452.26 ms [2021-10-06 15:49:32 main:581] : INFO : Epoch 1955 | loss: 0.0311307 | val_loss: 0.0311438 | Time: 1466.89 ms [2021-10-06 15:49:33 main:581] : INFO : Epoch 1956 | loss: 0.0311309 | val_loss: 0.0311424 | Time: 1475.3 ms [2021-10-06 15:49:35 main:581] : INFO : Epoch 1957 | loss: 0.0311293 | val_loss: 0.0311423 | Time: 1459.68 ms [2021-10-06 15:49:36 main:581] : INFO : Epoch 1958 | loss: 0.0311302 | val_loss: 0.0311376 | Time: 1475.67 ms [2021-10-06 15:49:38 main:581] : INFO : Epoch 1959 | loss: 0.0311283 | val_loss: 0.0311392 | Time: 1475.22 ms [2021-10-06 15:49:39 main:581] : INFO : Epoch 1960 | loss: 0.0311254 | val_loss: 0.0311411 | Time: 1464.96 ms [2021-10-06 15:49:41 main:581] : INFO : Epoch 1961 | loss: 0.0311261 | val_loss: 0.0311416 | Time: 1457.78 ms [2021-10-06 15:49:42 main:581] : INFO : Epoch 1962 | loss: 0.0311235 | val_loss: 0.0311437 | Time: 1463.08 ms [2021-10-06 15:49:43 main:581] : INFO : Epoch 1963 | loss: 0.031123 | val_loss: 0.0311357 | Time: 1461.24 ms [2021-10-06 15:49:45 main:581] : INFO : Epoch 1964 | loss: 0.0311223 | val_loss: 0.0311426 | Time: 1457.48 ms [2021-10-06 15:49:46 main:581] : INFO : Epoch 1965 | loss: 0.0311213 | val_loss: 0.0311393 | Time: 1431.58 ms [2021-10-06 15:49:48 main:581] : INFO : Epoch 1966 | loss: 0.0311222 | val_loss: 0.0311356 | Time: 1496.29 ms [2021-10-06 15:49:49 main:581] : INFO : Epoch 1967 | loss: 0.0311211 | val_loss: 0.0311336 | Time: 1464.51 ms [2021-10-06 15:49:51 main:581] : INFO : Epoch 1968 | loss: 0.0311205 | val_loss: 0.0311335 | Time: 1470.06 ms [2021-10-06 15:49:52 main:581] : INFO : Epoch 1969 | loss: 0.0311203 | val_loss: 0.0311324 | Time: 1453.84 ms [2021-10-06 15:49:54 main:581] : INFO : Epoch 1970 | loss: 0.0311204 | val_loss: 0.0311335 | Time: 1452 ms [2021-10-06 15:49:55 main:581] : INFO : Epoch 1971 | loss: 0.0311216 | val_loss: 0.0311364 | Time: 1474.15 ms [2021-10-06 15:49:57 main:581] : INFO : Epoch 1972 | loss: 0.0311197 | val_loss: 0.0311412 | Time: 1470.74 ms [2021-10-06 15:49:58 main:581] : INFO : Epoch 1973 | loss: 0.0311186 | val_loss: 0.0311388 | Time: 1438.39 ms [2021-10-06 15:50:00 main:581] : INFO : Epoch 1974 | loss: 0.0311188 | val_loss: 0.0311364 | Time: 1488.7 ms [2021-10-06 15:50:01 main:581] : INFO : Epoch 1975 | loss: 0.031118 | val_loss: 0.0311378 | Time: 1466.64 ms [2021-10-06 15:50:03 main:581] : INFO : Epoch 1976 | loss: 0.0311163 | val_loss: 0.0311353 | Time: 1468.57 ms [2021-10-06 15:50:04 main:581] : INFO : Epoch 1977 | loss: 0.0311166 | val_loss: 0.0311402 | Time: 1547.43 ms [2021-10-06 15:50:06 main:581] : INFO : Epoch 1978 | loss: 0.0311305 | val_loss: 0.0311406 | Time: 1486.17 ms [2021-10-06 15:50:07 main:581] : INFO : Epoch 1979 | loss: 0.0311306 | val_loss: 0.0311453 | Time: 1453 ms [2021-10-06 15:50:08 main:581] : INFO : Epoch 1980 | loss: 0.0311259 | val_loss: 0.031143 | Time: 1443.9 ms [2021-10-06 15:50:10 main:581] : INFO : Epoch 1981 | loss: 0.0311245 | val_loss: 0.0311387 | Time: 1444.35 ms [2021-10-06 15:50:11 main:581] : INFO : Epoch 1982 | loss: 0.0311226 | val_loss: 0.0311404 | Time: 1426.7 ms [2021-10-06 15:50:13 main:581] : INFO : Epoch 1983 | loss: 0.031121 | val_loss: 0.0311414 | Time: 1461.87 ms [2021-10-06 15:50:14 main:581] : INFO : Epoch 1984 | loss: 0.03112 | val_loss: 0.0311384 | Time: 1462.28 ms [2021-10-06 15:50:16 main:581] : INFO : Epoch 1985 | loss: 0.0311188 | val_loss: 0.031138 | Time: 1463.54 ms [2021-10-06 15:50:17 main:581] : INFO : Epoch 1986 | loss: 0.0311178 | val_loss: 0.0311367 | Time: 1475.34 ms [2021-10-06 15:50:19 main:581] : INFO : Epoch 1987 | loss: 0.031117 | val_loss: 0.0311332 | Time: 1471.79 ms [2021-10-06 15:50:20 main:581] : INFO : Epoch 1988 | loss: 0.0311182 | val_loss: 0.0311397 | Time: 1462.3 ms [2021-10-06 15:50:22 main:581] : INFO : Epoch 1989 | loss: 0.031119 | val_loss: 0.0311383 | Time: 1464.96 ms [2021-10-06 15:50:23 main:581] : INFO : Epoch 1990 | loss: 0.0311222 | val_loss: 0.0311405 | Time: 1490.67 ms [2021-10-06 15:50:25 main:581] : INFO : Epoch 1991 | loss: 0.0311214 | val_loss: 0.0311417 | Time: 1458.21 ms [2021-10-06 15:50:26 main:581] : INFO : Epoch 1992 | loss: 0.0311226 | val_loss: 0.0311404 | Time: 1470.09 ms [2021-10-06 15:50:27 main:581] : INFO : Epoch 1993 | loss: 0.0311254 | val_loss: 0.0311397 | Time: 1465.31 ms [2021-10-06 15:50:29 main:581] : INFO : Epoch 1994 | loss: 0.0311218 | val_loss: 0.0311329 | Time: 1448.99 ms [2021-10-06 15:50:30 main:581] : INFO : Epoch 1995 | loss: 0.0311214 | val_loss: 0.0311407 | Time: 1482.04 ms [2021-10-06 15:50:32 main:581] : INFO : Epoch 1996 | loss: 0.0311199 | val_loss: 0.0311382 | Time: 1471.2 ms [2021-10-06 15:50:33 main:581] : INFO : Epoch 1997 | loss: 0.0311184 | val_loss: 0.0311342 | Time: 1471.19 ms [2021-10-06 15:50:35 main:581] : INFO : Epoch 1998 | loss: 0.0311175 | val_loss: 0.0311309 | Time: 1468.85 ms [2021-10-06 15:50:36 main:581] : INFO : Epoch 1999 | loss: 0.0311172 | val_loss: 0.0311325 | Time: 1457.37 ms [2021-10-06 15:50:38 main:581] : INFO : Epoch 2000 | loss: 0.0311182 | val_loss: 0.031137 | Time: 1466.18 ms [2021-10-06 15:50:39 main:581] : INFO : Epoch 2001 | loss: 0.0311172 | val_loss: 0.031131 | Time: 1458.97 ms [2021-10-06 15:50:41 main:581] : INFO : Epoch 2002 | loss: 0.0311154 | val_loss: 0.0311309 | Time: 1472.9 ms [2021-10-06 15:50:42 main:581] : INFO : Epoch 2003 | loss: 0.0311135 | val_loss: 0.031128 | Time: 1461.4 ms [2021-10-06 15:50:44 main:581] : INFO : Epoch 2004 | loss: 0.0311143 | val_loss: 0.0311299 | Time: 1422.29 ms [2021-10-06 15:50:45 main:581] : INFO : Epoch 2005 | loss: 0.0311157 | val_loss: 0.0311331 | Time: 1457.21 ms [2021-10-06 15:50:46 main:581] : INFO : Epoch 2006 | loss: 0.0311172 | val_loss: 0.0311299 | Time: 1460.64 ms [2021-10-06 15:50:48 main:581] : INFO : Epoch 2007 | loss: 0.0311141 | val_loss: 0.0311314 | Time: 1461.36 ms [2021-10-06 15:50:49 main:581] : INFO : Epoch 2008 | loss: 0.0311135 | val_loss: 0.0311316 | Time: 1461.26 ms [2021-10-06 15:50:51 main:581] : INFO : Epoch 2009 | loss: 0.0311126 | val_loss: 0.0311323 | Time: 1453.4 ms [2021-10-06 15:50:52 main:581] : INFO : Epoch 2010 | loss: 0.0311125 | val_loss: 0.03113 | Time: 1457.57 ms [2021-10-06 15:50:54 main:581] : INFO : Epoch 2011 | loss: 0.0311285 | val_loss: 0.0311443 | Time: 1434.87 ms [2021-10-06 15:50:55 main:581] : INFO : Epoch 2012 | loss: 0.031138 | val_loss: 0.031141 | Time: 1445.4 ms [2021-10-06 15:50:57 main:581] : INFO : Epoch 2013 | loss: 0.031135 | val_loss: 0.0311376 | Time: 1463.84 ms [2021-10-06 15:50:58 main:581] : INFO : Epoch 2014 | loss: 0.031141 | val_loss: 0.0311423 | Time: 1457.08 ms [2021-10-06 15:51:00 main:581] : INFO : Epoch 2015 | loss: 0.0311325 | val_loss: 0.0311458 | Time: 1463.5 ms [2021-10-06 15:51:01 main:581] : INFO : Epoch 2016 | loss: 0.031128 | val_loss: 0.0311382 | Time: 1467.84 ms [2021-10-06 15:51:02 main:581] : INFO : Epoch 2017 | loss: 0.0311238 | val_loss: 0.0311305 | Time: 1444.72 ms [2021-10-06 15:51:04 main:581] : INFO : Epoch 2018 | loss: 0.0311215 | val_loss: 0.0311307 | Time: 1435.26 ms [2021-10-06 15:51:05 main:581] : INFO : Epoch 2019 | loss: 0.0311187 | val_loss: 0.0311252 | Time: 1450.76 ms [2021-10-06 15:51:07 main:581] : INFO : Epoch 2020 | loss: 0.0311163 | val_loss: 0.031127 | Time: 1456.45 ms [2021-10-06 15:51:08 main:581] : INFO : Epoch 2021 | loss: 0.0311173 | val_loss: 0.0311258 | Time: 1454.2 ms [2021-10-06 15:51:10 main:581] : INFO : Epoch 2022 | loss: 0.0311163 | val_loss: 0.031124 | Time: 1437.56 ms [2021-10-06 15:51:11 main:581] : INFO : Epoch 2023 | loss: 0.031116 | val_loss: 0.0311235 | Time: 1473.87 ms [2021-10-06 15:51:13 main:581] : INFO : Epoch 2024 | loss: 0.0311174 | val_loss: 0.0311321 | Time: 1467.31 ms [2021-10-06 15:51:14 main:581] : INFO : Epoch 2025 | loss: 0.0311223 | val_loss: 0.0311312 | Time: 1451.6 ms [2021-10-06 15:51:16 main:581] : INFO : Epoch 2026 | loss: 0.0311142 | val_loss: 0.0311256 | Time: 1494.27 ms [2021-10-06 15:51:17 main:581] : INFO : Epoch 2027 | loss: 0.0311149 | val_loss: 0.0311283 | Time: 1434.36 ms [2021-10-06 15:51:18 main:581] : INFO : Epoch 2028 | loss: 0.0311205 | val_loss: 0.031123 | Time: 1443.39 ms [2021-10-06 15:51:20 main:581] : INFO : Epoch 2029 | loss: 0.0311195 | val_loss: 0.0311208 | Time: 1435.88 ms [2021-10-06 15:51:21 main:581] : INFO : Epoch 2030 | loss: 0.031117 | val_loss: 0.0311226 | Time: 1425.44 ms [2021-10-06 15:51:23 main:581] : INFO : Epoch 2031 | loss: 0.0311138 | val_loss: 0.0311239 | Time: 1448.4 ms [2021-10-06 15:51:24 main:581] : INFO : Epoch 2032 | loss: 0.0311126 | val_loss: 0.0311267 | Time: 1442.94 ms [2021-10-06 15:51:26 main:581] : INFO : Epoch 2033 | loss: 0.0311138 | val_loss: 0.0311189 | Time: 1444.27 ms [2021-10-06 15:51:27 main:581] : INFO : Epoch 2034 | loss: 0.0311113 | val_loss: 0.0311187 | Time: 1462.26 ms [2021-10-06 15:51:29 main:581] : INFO : Epoch 2035 | loss: 0.0311101 | val_loss: 0.0311232 | Time: 1460.36 ms [2021-10-06 15:51:30 main:581] : INFO : Epoch 2036 | loss: 0.0311238 | val_loss: 0.0311248 | Time: 1468.83 ms [2021-10-06 15:51:32 main:581] : INFO : Epoch 2037 | loss: 0.0311209 | val_loss: 0.0311205 | Time: 1439.64 ms [2021-10-06 15:51:33 main:581] : INFO : Epoch 2038 | loss: 0.0311177 | val_loss: 0.0311161 | Time: 1474.37 ms [2021-10-06 15:51:34 main:581] : INFO : Epoch 2039 | loss: 0.0311115 | val_loss: 0.031117 | Time: 1457.88 ms [2021-10-06 15:51:36 main:581] : INFO : Epoch 2040 | loss: 0.0311092 | val_loss: 0.031113 | Time: 1440.68 ms [2021-10-06 15:51:37 main:581] : INFO : Epoch 2041 | loss: 0.0311076 | val_loss: 0.0311117 | Time: 1459.61 ms [2021-10-06 15:51:39 main:581] : INFO : Epoch 2042 | loss: 0.0311078 | val_loss: 0.0311103 | Time: 1452.53 ms [2021-10-06 15:51:40 main:581] : INFO : Epoch 2043 | loss: 0.0311066 | val_loss: 0.0311159 | Time: 1473.31 ms [2021-10-06 15:51:42 main:581] : INFO : Epoch 2044 | loss: 0.031105 | val_loss: 0.0311116 | Time: 1444.43 ms [2021-10-06 15:51:43 main:581] : INFO : Epoch 2045 | loss: 0.0311062 | val_loss: 0.0311126 | Time: 1444 ms [2021-10-06 15:51:45 main:581] : INFO : Epoch 2046 | loss: 0.0311064 | val_loss: 0.0311116 | Time: 1474.28 ms [2021-10-06 15:51:46 main:581] : INFO : Epoch 2047 | loss: 0.0311048 | val_loss: 0.0311167 | Time: 1461.22 ms [2021-10-06 15:51:48 main:581] : INFO : Epoch 2048 | loss: 0.0311054 | val_loss: 0.0311177 | Time: 1414.63 ms [2021-10-06 15:51:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311177 [2021-10-06 15:51:48 main:610] : INFO : Saving end state to config to file [2021-10-06 15:51:48 main:615] : INFO : Success, exiting.. 15:51:48 (3973549): 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)