Task 9131502
| Name | ParityModified-1636225228-24897-3-0_0 |
| Workunit | 6572618 |
| Created | 23 Nov 2021, 10:47:12 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 20:21:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 12 sec |
| CPU time | 1 hours 15 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 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>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310958 | val_loss: 0.0311498 | Time: 2221.77 ms
[2021-11-28 21:01:52 main:574] : INFO : Epoch 1543 | loss: 0.0310952 | val_loss: 0.0311461 | Time: 2244.43 ms
[2021-11-28 21:01:54 main:574] : INFO : Epoch 1544 | loss: 0.0310947 | val_loss: 0.031146 | Time: 2231.78 ms
[2021-11-28 21:01:56 main:574] : INFO : Epoch 1545 | loss: 0.0310987 | val_loss: 0.0311429 | Time: 2196.07 ms
[2021-11-28 21:01:59 main:574] : INFO : Epoch 1546 | loss: 0.0311004 | val_loss: 0.0311446 | Time: 2218.4 ms
[2021-11-28 21:02:01 main:574] : INFO : Epoch 1547 | loss: 0.0311066 | val_loss: 0.0311484 | Time: 2231.71 ms
[2021-11-28 21:02:03 main:574] : INFO : Epoch 1548 | loss: 0.0311026 | val_loss: 0.0311482 | Time: 2258.88 ms
[2021-11-28 21:02:05 main:574] : INFO : Epoch 1549 | loss: 0.0311015 | val_loss: 0.0311475 | Time: 2212.33 ms
[2021-11-28 21:02:08 main:574] : INFO : Epoch 1550 | loss: 0.031105 | val_loss: 0.0311403 | Time: 2210.83 ms
[2021-11-28 21:02:10 main:574] : INFO : Epoch 1551 | loss: 0.031102 | val_loss: 0.031143 | Time: 2226.41 ms
[2021-11-28 21:02:12 main:574] : INFO : Epoch 1552 | loss: 0.0311043 | val_loss: 0.0311459 | Time: 2246.36 ms
[2021-11-28 21:02:14 main:574] : INFO : Epoch 1553 | loss: 0.031101 | val_loss: 0.0311461 | Time: 2191.21 ms
[2021-11-28 21:02:16 main:574] : INFO : Epoch 1554 | loss: 0.0310986 | val_loss: 0.0311446 | Time: 2217 ms
[2021-11-28 21:02:19 main:574] : INFO : Epoch 1555 | loss: 0.0310971 | val_loss: 0.0311416 | Time: 2222.42 ms
[2021-11-28 21:02:21 main:574] : INFO : Epoch 1556 | loss: 0.0310947 | val_loss: 0.031141 | Time: 2206.95 ms
[2021-11-28 21:02:23 main:574] : INFO : Epoch 1557 | loss: 0.0310935 | val_loss: 0.0311412 | Time: 2199.99 ms
[2021-11-28 21:02:25 main:574] : INFO : Epoch 1558 | loss: 0.0310934 | val_loss: 0.0311407 | Time: 2219.57 ms
[2021-11-28 21:02:28 main:574] : INFO : Epoch 1559 | loss: 0.0310939 | val_loss: 0.0311354 | Time: 2218.49 ms
[2021-11-28 21:02:30 main:574] : INFO : Epoch 1560 | loss: 0.0310938 | val_loss: 0.0311386 | Time: 2227.04 ms
[2021-11-28 21:02:32 main:574] : INFO : Epoch 1561 | loss: 0.0310937 | val_loss: 0.0311382 | Time: 2213.2 ms
[2021-11-28 21:02:34 main:574] : INFO : Epoch 1562 | loss: 0.0310978 | val_loss: 0.0311378 | Time: 2218.25 ms
[2021-11-28 21:02:36 main:574] : INFO : Epoch 1563 | loss: 0.0311073 | val_loss: 0.031143 | Time: 2245.15 ms
[2021-11-28 21:02:39 main:574] : INFO : Epoch 1564 | loss: 0.0311082 | val_loss: 0.0311468 | Time: 2218.1 ms
[2021-11-28 21:02:41 main:574] : INFO : Epoch 1565 | loss: 0.0311105 | val_loss: 0.0311452 | Time: 2221.87 ms
[2021-11-28 21:02:43 main:574] : INFO : Epoch 1566 | loss: 0.03111 | val_loss: 0.0311417 | Time: 2212.62 ms
[2021-11-28 21:02:45 main:574] : INFO : Epoch 1567 | loss: 0.0311074 | val_loss: 0.0311422 | Time: 2234.38 ms
[2021-11-28 21:02:48 main:574] : INFO : Epoch 1568 | loss: 0.0311063 | val_loss: 0.0311369 | Time: 2235.96 ms
[2021-11-28 21:02:50 main:574] : INFO : Epoch 1569 | loss: 0.0311043 | val_loss: 0.0311363 | Time: 2205.69 ms
[2021-11-28 21:02:52 main:574] : INFO : Epoch 1570 | loss: 0.0311033 | val_loss: 0.0311431 | Time: 2211.43 ms
[2021-11-28 21:02:54 main:574] : INFO : Epoch 1571 | loss: 0.0311035 | val_loss: 0.0311419 | Time: 2227.81 ms
[2021-11-28 21:02:56 main:574] : INFO : Epoch 1572 | loss: 0.0311065 | val_loss: 0.0311377 | Time: 2225.52 ms
[2021-11-28 21:02:59 main:574] : INFO : Epoch 1573 | loss: 0.0311045 | val_loss: 0.0311425 | Time: 2221.02 ms
[2021-11-28 21:03:01 main:574] : INFO : Epoch 1574 | loss: 0.031101 | val_loss: 0.0311426 | Time: 2211.5 ms
[2021-11-28 21:03:03 main:574] : INFO : Epoch 1575 | loss: 0.0311011 | val_loss: 0.0311405 | Time: 2247.98 ms
[2021-11-28 21:03:05 main:574] : INFO : Epoch 1576 | loss: 0.0311028 | val_loss: 0.0311382 | Time: 2196.38 ms
[2021-11-28 21:03:08 main:574] : INFO : Epoch 1577 | loss: 0.0311021 | val_loss: 0.0311412 | Time: 2214.47 ms
[2021-11-28 21:03:10 main:574] : INFO : Epoch 1578 | loss: 0.0310984 | val_loss: 0.0311388 | Time: 2231.63 ms
[2021-11-28 21:03:12 main:574] : INFO : Epoch 1579 | loss: 0.0310976 | val_loss: 0.0311419 | Time: 2213.53 ms
[2021-11-28 21:03:14 main:574] : INFO : Epoch 1580 | loss: 0.0310956 | val_loss: 0.0311412 | Time: 2212.94 ms
[2021-11-28 21:03:16 main:574] : INFO : Epoch 1581 | loss: 0.0310947 | val_loss: 0.0311397 | Time: 2228.61 ms
[2021-11-28 21:03:19 main:574] : INFO : Epoch 1582 | loss: 0.0310928 | val_loss: 0.0311377 | Time: 2257.14 ms
[2021-11-28 21:03:21 main:574] : INFO : Epoch 1583 | loss: 0.031093 | val_loss: 0.0311376 | Time: 2215.74 ms
[2021-11-28 21:03:23 main:574] : INFO : Epoch 1584 | loss: 0.0310926 | val_loss: 0.031141 | Time: 2239.31 ms
[2021-11-28 21:03:25 main:574] : INFO : Epoch 1585 | loss: 0.0310949 | val_loss: 0.0311425 | Time: 2227.87 ms
[2021-11-28 21:03:28 main:574] : INFO : Epoch 1586 | loss: 0.0311015 | val_loss: 0.0311403 | Time: 2219.02 ms
[2021-11-28 21:03:30 main:574] : INFO : Epoch 1587 | loss: 0.031108 | val_loss: 0.0311382 | Time: 2238.33 ms
[2021-11-28 21:03:32 main:574] : INFO : Epoch 1588 | loss: 0.0311087 | val_loss: 0.0311395 | Time: 2241.33 ms
[2021-11-28 21:03:34 main:574] : INFO : Epoch 1589 | loss: 0.031103 | val_loss: 0.0311432 | Time: 2234.25 ms
[2021-11-28 21:03:37 main:574] : INFO : Epoch 1590 | loss: 0.0311021 | val_loss: 0.0311375 | Time: 2247.99 ms
[2021-11-28 21:03:39 main:574] : INFO : Epoch 1591 | loss: 0.0311015 | val_loss: 0.0311366 | Time: 2245.51 ms
[2021-11-28 21:03:41 main:574] : INFO : Epoch 1592 | loss: 0.0311004 | val_loss: 0.0311401 | Time: 2218.8 ms
[2021-11-28 21:03:43 main:574] : INFO : Epoch 1593 | loss: 0.0310991 | val_loss: 0.0311466 | Time: 2242.34 ms
[2021-11-28 21:03:46 main:574] : INFO : Epoch 1594 | loss: 0.0310974 | val_loss: 0.0311439 | Time: 2204.65 ms
[2021-11-28 21:03:48 main:574] : INFO : Epoch 1595 | loss: 0.0310953 | val_loss: 0.0311428 | Time: 2217.95 ms
[2021-11-28 21:03:50 main:574] : INFO : Epoch 1596 | loss: 0.0310971 | val_loss: 0.0311425 | Time: 2234.71 ms
[2021-11-28 21:03:52 main:574] : INFO : Epoch 1597 | loss: 0.031096 | val_loss: 0.0311429 | Time: 2206.25 ms
[2021-11-28 21:03:54 main:574] : INFO : Epoch 1598 | loss: 0.0310951 | val_loss: 0.0311392 | Time: 2197.3 ms
[2021-11-28 21:03:57 main:574] : INFO : Epoch 1599 | loss: 0.0310962 | val_loss: 0.0311506 | Time: 2217.27 ms
[2021-11-28 21:03:59 main:574] : INFO : Epoch 1600 | loss: 0.0310934 | val_loss: 0.03115 | Time: 2255.43 ms
[2021-11-28 21:04:01 main:574] : INFO : Epoch 1601 | loss: 0.0310918 | val_loss: 0.0311436 | Time: 2231.18 ms
[2021-11-28 21:04:03 main:574] : INFO : Epoch 1602 | loss: 0.0310921 | val_loss: 0.0311453 | Time: 2244.15 ms
[2021-11-28 21:04:06 main:574] : INFO : Epoch 1603 | loss: 0.0310915 | val_loss: 0.0311466 | Time: 2229.79 ms
[2021-11-28 21:04:08 main:574] : INFO : Epoch 1604 | loss: 0.0310918 | val_loss: 0.0311433 | Time: 2239.34 ms
[2021-11-28 21:04:10 main:574] : INFO : Epoch 1605 | loss: 0.0310922 | val_loss: 0.031144 | Time: 2205.67 ms
[2021-11-28 21:04:12 main:574] : INFO : Epoch 1606 | loss: 0.0310912 | val_loss: 0.0311442 | Time: 2226.33 ms
[2021-11-28 21:04:15 main:574] : INFO : Epoch 1607 | loss: 0.0310904 | val_loss: 0.0311515 | Time: 2253.7 ms
[2021-11-28 21:04:17 main:574] : INFO : Epoch 1608 | loss: 0.0310962 | val_loss: 0.031153 | Time: 2227.43 ms
[2021-11-28 21:04:19 main:574] : INFO : Epoch 1609 | loss: 0.0311007 | val_loss: 0.0311445 | Time: 2214.14 ms
[2021-11-28 21:04:21 main:574] : INFO : Epoch 1610 | loss: 0.0311031 | val_loss: 0.0311433 | Time: 2218.37 ms
[2021-11-28 21:04:23 main:574] : INFO : Epoch 1611 | loss: 0.0311039 | val_loss: 0.0311438 | Time: 2215.67 ms
[2021-11-28 21:04:26 main:574] : INFO : Epoch 1612 | loss: 0.0311017 | val_loss: 0.0311403 | Time: 2239.62 ms
[2021-11-28 21:04:28 main:574] : INFO : Epoch 1613 | loss: 0.0311004 | val_loss: 0.0311344 | Time: 2246.86 ms
[2021-11-28 21:04:30 main:574] : INFO : Epoch 1614 | loss: 0.0310979 | val_loss: 0.031146 | Time: 2221.14 ms
[2021-11-28 21:04:32 main:574] : INFO : Epoch 1615 | loss: 0.0310962 | val_loss: 0.031133 | Time: 2264.29 ms
[2021-11-28 21:04:35 main:574] : INFO : Epoch 1616 | loss: 0.0310953 | val_loss: 0.0311381 | Time: 2229.78 ms
[2021-11-28 21:04:37 main:574] : INFO : Epoch 1617 | loss: 0.0310976 | val_loss: 0.0311398 | Time: 2225.26 ms
[2021-11-28 21:04:39 main:574] : INFO : Epoch 1618 | loss: 0.0310976 | val_loss: 0.0311408 | Time: 2207.16 ms
[2021-11-28 21:04:41 main:574] : INFO : Epoch 1619 | loss: 0.0310946 | val_loss: 0.0311406 | Time: 2221.86 ms
[2021-11-28 21:04:44 main:574] : INFO : Epoch 1620 | loss: 0.0310986 | val_loss: 0.0311486 | Time: 2253.78 ms
[2021-11-28 21:04:46 main:574] : INFO : Epoch 1621 | loss: 0.0311011 | val_loss: 0.0311464 | Time: 2212.71 ms
[2021-11-28 21:04:48 main:574] : INFO : Epoch 1622 | loss: 0.0311016 | val_loss: 0.0311422 | Time: 2227.65 ms
[2021-11-28 21:04:50 main:574] : INFO : Epoch 1623 | loss: 0.0311018 | val_loss: 0.0311405 | Time: 2242.49 ms
[2021-11-28 21:04:53 main:574] : INFO : Epoch 1624 | loss: 0.0310977 | val_loss: 0.0311367 | Time: 2259.86 ms
[2021-11-28 21:04:55 main:574] : INFO : Epoch 1625 | loss: 0.0310944 | val_loss: 0.0311423 | Time: 2231.94 ms
[2021-11-28 21:04:57 main:574] : INFO : Epoch 1626 | loss: 0.0310943 | val_loss: 0.0311399 | Time: 2233.47 ms
[2021-11-28 21:04:59 main:574] : INFO : Epoch 1627 | loss: 0.0310931 | val_loss: 0.0311396 | Time: 2235.98 ms
[2021-11-28 21:05:02 main:574] : INFO : Epoch 1628 | loss: 0.0310901 | val_loss: 0.0311402 | Time: 2316.36 ms
[2021-11-28 21:05:04 main:574] : INFO : Epoch 1629 | loss: 0.0310894 | val_loss: 0.0311391 | Time: 2226.18 ms
[2021-11-28 21:05:06 main:574] : INFO : Epoch 1630 | loss: 0.0310886 | val_loss: 0.0311428 | Time: 2215.12 ms
[2021-11-28 21:05:08 main:574] : INFO : Epoch 1631 | loss: 0.0310882 | val_loss: 0.0311441 | Time: 2225.98 ms
[2021-11-28 21:05:10 main:574] : INFO : Epoch 1632 | loss: 0.0310885 | val_loss: 0.0311426 | Time: 2228.18 ms
[2021-11-28 21:05:13 main:574] : INFO : Epoch 1633 | loss: 0.031089 | val_loss: 0.031137 | Time: 2230.47 ms
[2021-11-28 21:05:15 main:574] : INFO : Epoch 1634 | loss: 0.0310862 | val_loss: 0.0311469 | Time: 2223.72 ms
[2021-11-28 21:05:17 main:574] : INFO : Epoch 1635 | loss: 0.0310885 | val_loss: 0.0311429 | Time: 2216.7 ms
[2021-11-28 21:05:19 main:574] : INFO : Epoch 1636 | loss: 0.0310879 | val_loss: 0.0311406 | Time: 2214.26 ms
[2021-11-28 21:05:22 main:574] : INFO : Epoch 1637 | loss: 0.031089 | val_loss: 0.0311413 | Time: 2234.06 ms
[2021-11-28 21:05:24 main:574] : INFO : Epoch 1638 | loss: 0.0310865 | val_loss: 0.0311503 | Time: 2206.74 ms
[2021-11-28 21:05:26 main:574] : INFO : Epoch 1639 | loss: 0.0310877 | val_loss: 0.0311411 | Time: 2260.59 ms
[2021-11-28 21:05:28 main:574] : INFO : Epoch 1640 | loss: 0.0310886 | val_loss: 0.0311454 | Time: 2213.44 ms
[2021-11-28 21:05:31 main:574] : INFO : Epoch 1641 | loss: 0.0310908 | val_loss: 0.0311421 | Time: 2253.39 ms
[2021-11-28 21:05:33 main:574] : INFO : Epoch 1642 | loss: 0.03109 | val_loss: 0.0311476 | Time: 2214.89 ms
[2021-11-28 21:05:35 main:574] : INFO : Epoch 1643 | loss: 0.0310896 | val_loss: 0.0311407 | Time: 2212.34 ms
[2021-11-28 21:05:37 main:574] : INFO : Epoch 1644 | loss: 0.031091 | val_loss: 0.0311404 | Time: 2211.59 ms
[2021-11-28 21:05:39 main:574] : INFO : Epoch 1645 | loss: 0.0310947 | val_loss: 0.031139 | Time: 2216.71 ms
[2021-11-28 21:05:42 main:574] : INFO : Epoch 1646 | loss: 0.0310905 | val_loss: 0.0311416 | Time: 2236.14 ms
[2021-11-28 21:05:44 main:574] : INFO : Epoch 1647 | loss: 0.0310922 | val_loss: 0.031142 | Time: 2232.18 ms
[2021-11-28 21:05:46 main:574] : INFO : Epoch 1648 | loss: 0.0310912 | val_loss: 0.0311461 | Time: 2203.98 ms
[2021-11-28 21:05:48 main:574] : INFO : Epoch 1649 | loss: 0.0310893 | val_loss: 0.0311386 | Time: 2224.7 ms
[2021-11-28 21:05:51 main:574] : INFO : Epoch 1650 | loss: 0.0310874 | val_loss: 0.0311428 | Time: 2233.39 ms
[2021-11-28 21:05:53 main:574] : INFO : Epoch 1651 | loss: 0.0310882 | val_loss: 0.0311406 | Time: 2218.46 ms
[2021-11-28 21:05:55 main:574] : INFO : Epoch 1652 | loss: 0.0310886 | val_loss: 0.0311449 | Time: 2268.17 ms
[2021-11-28 21:05:57 main:574] : INFO : Epoch 1653 | loss: 0.0310876 | val_loss: 0.0311375 | Time: 2224.06 ms
[2021-11-28 21:06:00 main:574] : INFO : Epoch 1654 | loss: 0.0310875 | val_loss: 0.0311401 | Time: 2197.05 ms
[2021-11-28 21:06:02 main:574] : INFO : Epoch 1655 | loss: 0.0310875 | val_loss: 0.0311417 | Time: 2198.07 ms
[2021-11-28 21:06:04 main:574] : INFO : Epoch 1656 | loss: 0.0310877 | val_loss: 0.0311413 | Time: 2228.67 ms
[2021-11-28 21:06:06 main:574] : INFO : Epoch 1657 | loss: 0.0310872 | val_loss: 0.0311458 | Time: 2201.11 ms
[2021-11-28 21:06:08 main:574] : INFO : Epoch 1658 | loss: 0.0310863 | val_loss: 0.0311425 | Time: 2234.34 ms
[2021-11-28 21:06:11 main:574] : INFO : Epoch 1659 | loss: 0.0310855 | val_loss: 0.0311442 | Time: 2231.26 ms
[2021-11-28 21:06:13 main:574] : INFO : Epoch 1660 | loss: 0.0310852 | val_loss: 0.0311429 | Time: 2224.95 ms
[2021-11-28 21:06:15 main:574] : INFO : Epoch 1661 | loss: 0.0310857 | val_loss: 0.031143 | Time: 2242.08 ms
[2021-11-28 21:06:17 main:574] : INFO : Epoch 1662 | loss: 0.0310978 | val_loss: 0.0311425 | Time: 2250.26 ms
[2021-11-28 21:06:20 main:574] : INFO : Epoch 1663 | loss: 0.0311058 | val_loss: 0.0311416 | Time: 2222.97 ms
[2021-11-28 21:06:22 main:574] : INFO : Epoch 1664 | loss: 0.0311085 | val_loss: 0.0311411 | Time: 2233.61 ms
[2021-11-28 21:06:24 main:574] : INFO : Epoch 1665 | loss: 0.031104 | val_loss: 0.0311381 | Time: 2235.34 ms
[2021-11-28 21:06:26 main:574] : INFO : Epoch 1666 | loss: 0.0311002 | val_loss: 0.0311406 | Time: 2226.3 ms
[2021-11-28 21:06:29 main:574] : INFO : Epoch 1667 | loss: 0.031099 | val_loss: 0.0311394 | Time: 2232.57 ms
[2021-11-28 21:06:31 main:574] : INFO : Epoch 1668 | loss: 0.0310973 | val_loss: 0.031137 | Time: 2222.25 ms
[2021-11-28 21:06:33 main:574] : INFO : Epoch 1669 | loss: 0.0310983 | val_loss: 0.0311408 | Time: 2233.01 ms
[2021-11-28 21:06:35 main:574] : INFO : Epoch 1670 | loss: 0.0310955 | val_loss: 0.0311417 | Time: 2235.03 ms
[2021-11-28 21:06:37 main:574] : INFO : Epoch 1671 | loss: 0.0310921 | val_loss: 0.0311405 | Time: 2273.11 ms
[2021-11-28 21:06:40 main:574] : INFO : Epoch 1672 | loss: 0.0310913 | val_loss: 0.0311416 | Time: 2256.05 ms
[2021-11-28 21:06:42 main:574] : INFO : Epoch 1673 | loss: 0.0310923 | val_loss: 0.0311443 | Time: 2232.17 ms
[2021-11-28 21:06:44 main:574] : INFO : Epoch 1674 | loss: 0.0310922 | val_loss: 0.0311421 | Time: 2256.67 ms
[2021-11-28 21:06:46 main:574] : INFO : Epoch 1675 | loss: 0.0310908 | val_loss: 0.0311417 | Time: 2226.75 ms
[2021-11-28 21:06:49 main:574] : INFO : Epoch 1676 | loss: 0.0310899 | val_loss: 0.0311432 | Time: 2232.83 ms
[2021-11-28 21:06:51 main:574] : INFO : Epoch 1677 | loss: 0.0310893 | val_loss: 0.0311454 | Time: 2259 ms
[2021-11-28 21:06:53 main:574] : INFO : Epoch 1678 | loss: 0.0310889 | val_loss: 0.0311433 | Time: 2215.96 ms
[2021-11-28 21:06:55 main:574] : INFO : Epoch 1679 | loss: 0.0310907 | val_loss: 0.0311435 | Time: 2224.18 ms
[2021-11-28 21:06:58 main:574] : INFO : Epoch 1680 | loss: 0.0310884 | val_loss: 0.0311467 | Time: 2230.89 ms
[2021-11-28 21:07:00 main:574] : INFO : Epoch 1681 | loss: 0.0310876 | val_loss: 0.0311451 | Time: 2231.85 ms
[2021-11-28 21:07:02 main:574] : INFO : Epoch 1682 | loss: 0.0310867 | val_loss: 0.0311509 | Time: 2227.3 ms
[2021-11-28 21:07:04 main:574] : INFO : Epoch 1683 | loss: 0.0310861 | val_loss: 0.0311486 | Time: 2223.13 ms
[2021-11-28 21:07:07 main:574] : INFO : Epoch 1684 | loss: 0.0310859 | val_loss: 0.0311513 | Time: 2202.74 ms
[2021-11-28 21:07:09 main:574] : INFO : Epoch 1685 | loss: 0.0310849 | val_loss: 0.0311469 | Time: 2219.75 ms
[2021-11-28 21:07:11 main:574] : INFO : Epoch 1686 | loss: 0.0310888 | val_loss: 0.03115 | Time: 2208.06 ms
[2021-11-28 21:07:13 main:574] : INFO : Epoch 1687 | loss: 0.0310876 | val_loss: 0.031147 | Time: 2248.2 ms
[2021-11-28 21:07:15 main:574] : INFO : Epoch 1688 | loss: 0.0310963 | val_loss: 0.0311477 | Time: 2213.95 ms
[2021-11-28 21:07:18 main:574] : INFO : Epoch 1689 | loss: 0.0310967 | val_loss: 0.0311504 | Time: 2201.93 ms
[2021-11-28 21:07:20 main:574] : INFO : Epoch 1690 | loss: 0.0310956 | val_loss: 0.0311456 | Time: 2229.36 ms
[2021-11-28 21:07:22 main:574] : INFO : Epoch 1691 | loss: 0.0310939 | val_loss: 0.0311442 | Time: 2255.77 ms
[2021-11-28 21:07:24 main:574] : INFO : Epoch 1692 | loss: 0.0310927 | val_loss: 0.0311462 | Time: 2198.7 ms
[2021-11-28 21:07:27 main:574] : INFO : Epoch 1693 | loss: 0.03109 | val_loss: 0.0311461 | Time: 2196.5 ms
[2021-11-28 21:07:29 main:574] : INFO : Epoch 1694 | loss: 0.0310921 | val_loss: 0.0311405 | Time: 2227.85 ms
[2021-11-28 21:07:31 main:574] : INFO : Epoch 1695 | loss: 0.0310931 | val_loss: 0.0311469 | Time: 2242.67 ms
[2021-11-28 21:07:33 main:574] : INFO : Epoch 1696 | loss: 0.0310937 | val_loss: 0.0311447 | Time: 2233.59 ms
[2021-11-28 21:07:35 main:574] : INFO : Epoch 1697 | loss: 0.0310919 | val_loss: 0.031143 | Time: 2234.32 ms
[2021-11-28 21:07:38 main:574] : INFO : Epoch 1698 | loss: 0.0310921 | val_loss: 0.0311432 | Time: 2215.22 ms
[2021-11-28 21:07:40 main:574] : INFO : Epoch 1699 | loss: 0.031092 | val_loss: 0.0311433 | Time: 2241.76 ms
[2021-11-28 21:07:42 main:574] : INFO : Epoch 1700 | loss: 0.0310932 | val_loss: 0.0311434 | Time: 2215.11 ms
[2021-11-28 21:07:44 main:574] : INFO : Epoch 1701 | loss: 0.0310926 | val_loss: 0.0311413 | Time: 2217.87 ms
[2021-11-28 21:07:47 main:574] : INFO : Epoch 1702 | loss: 0.0310905 | val_loss: 0.0311463 | Time: 2230.65 ms
[2021-11-28 21:07:49 main:574] : INFO : Epoch 1703 | loss: 0.031092 | val_loss: 0.0311428 | Time: 2212.51 ms
[2021-11-28 21:07:51 main:574] : INFO : Epoch 1704 | loss: 0.0310909 | val_loss: 0.0311494 | Time: 2234.47 ms
[2021-11-28 21:07:53 main:574] : INFO : Epoch 1705 | loss: 0.0310924 | val_loss: 0.0311461 | Time: 2209.04 ms
[2021-11-28 21:07:56 main:574] : INFO : Epoch 1706 | loss: 0.0310908 | val_loss: 0.0311428 | Time: 2210.8 ms
[2021-11-28 21:07:58 main:574] : INFO : Epoch 1707 | loss: 0.0310979 | val_loss: 0.0311435 | Time: 2222.17 ms
[2021-11-28 21:08:00 main:574] : INFO : Epoch 1708 | loss: 0.0310975 | val_loss: 0.0311398 | Time: 2221.82 ms
[2021-11-28 21:08:02 main:574] : INFO : Epoch 1709 | loss: 0.031094 | val_loss: 0.0311367 | Time: 2216.81 ms
[2021-11-28 21:08:04 main:574] : INFO : Epoch 1710 | loss: 0.0310937 | val_loss: 0.0311374 | Time: 2173.32 ms
[2021-11-28 21:08:07 main:574] : INFO : Epoch 1711 | loss: 0.0310946 | val_loss: 0.0311386 | Time: 2209.29 ms
[2021-11-28 21:08:09 main:574] : INFO : Epoch 1712 | loss: 0.0310917 | val_loss: 0.0311371 | Time: 2228.82 ms
[2021-11-28 21:08:11 main:574] : INFO : Epoch 1713 | loss: 0.0310912 | val_loss: 0.0311411 | Time: 2257.17 ms
[2021-11-28 21:08:13 main:574] : INFO : Epoch 1714 | loss: 0.0310933 | val_loss: 0.0311373 | Time: 2233.8 ms
[2021-11-28 21:08:16 main:574] : INFO : Epoch 1715 | loss: 0.031103 | val_loss: 0.0311359 | Time: 2275.58 ms
[2021-11-28 21:08:18 main:574] : INFO : Epoch 1716 | loss: 0.0311094 | val_loss: 0.0311353 | Time: 2204.64 ms
[2021-11-28 21:08:20 main:574] : INFO : Epoch 1717 | loss: 0.0311028 | val_loss: 0.0311395 | Time: 2206.57 ms
[2021-11-28 21:08:22 main:574] : INFO : Epoch 1718 | loss: 0.0311027 | val_loss: 0.0311415 | Time: 2214.52 ms
[2021-11-28 21:08:24 main:574] : INFO : Epoch 1719 | loss: 0.0310985 | val_loss: 0.0311443 | Time: 2246.85 ms
[2021-11-28 21:08:27 main:574] : INFO : Epoch 1720 | loss: 0.0311021 | val_loss: 0.0311492 | Time: 2219.87 ms
[2021-11-28 21:08:29 main:574] : INFO : Epoch 1721 | loss: 0.0311051 | val_loss: 0.0311442 | Time: 2251.38 ms
[2021-11-28 21:08:31 main:574] : INFO : Epoch 1722 | loss: 0.031105 | val_loss: 0.0311429 | Time: 2227.14 ms
[2021-11-28 21:08:33 main:574] : INFO : Epoch 1723 | loss: 0.0310987 | val_loss: 0.0311454 | Time: 2261.67 ms
[2021-11-28 21:08:36 main:574] : INFO : Epoch 1724 | loss: 0.0310967 | val_loss: 0.0311418 | Time: 2262.85 ms
[2021-11-28 21:08:38 main:574] : INFO : Epoch 1725 | loss: 0.0310977 | val_loss: 0.0311434 | Time: 2237.33 ms
[2021-11-28 21:08:40 main:574] : INFO : Epoch 1726 | loss: 0.0310955 | val_loss: 0.0311402 | Time: 2230.61 ms
[2021-11-28 21:08:42 main:574] : INFO : Epoch 1727 | loss: 0.0310937 | val_loss: 0.031144 | Time: 2208.42 ms
[2021-11-28 21:08:45 main:574] : INFO : Epoch 1728 | loss: 0.0310932 | val_loss: 0.0311455 | Time: 2231.68 ms
[2021-11-28 21:08:47 main:574] : INFO : Epoch 1729 | loss: 0.0310932 | val_loss: 0.0311411 | Time: 2227.2 ms
[2021-11-28 21:08:49 main:574] : INFO : Epoch 1730 | loss: 0.0310871 | val_loss: 0.0311397 | Time: 2243.73 ms
[2021-11-28 21:08:51 main:574] : INFO : Epoch 1731 | loss: 0.0310874 | val_loss: 0.0311385 | Time: 2207.33 ms
[2021-11-28 21:08:54 main:574] : INFO : Epoch 1732 | loss: 0.0310883 | val_loss: 0.0311473 | Time: 2212.28 ms
[2021-11-28 21:08:56 main:574] : INFO : Epoch 1733 | loss: 0.0310888 | val_loss: 0.031142 | Time: 2240.75 ms
[2021-11-28 21:08:58 main:574] : INFO : Epoch 1734 | loss: 0.0310887 | val_loss: 0.0311379 | Time: 2226.83 ms
[2021-11-28 21:09:00 main:574] : INFO : Epoch 1735 | loss: 0.0310891 | val_loss: 0.0311421 | Time: 2218.81 ms
[2021-11-28 21:09:02 main:574] : INFO : Epoch 1736 | loss: 0.0310867 | val_loss: 0.0311498 | Time: 2238.76 ms
[2021-11-28 21:09:05 main:574] : INFO : Epoch 1737 | loss: 0.0310844 | val_loss: 0.0311436 | Time: 2233.45 ms
[2021-11-28 21:09:07 main:574] : INFO : Epoch 1738 | loss: 0.0310837 | val_loss: 0.0311426 | Time: 2248.59 ms
[2021-11-28 21:09:09 main:574] : INFO : Epoch 1739 | loss: 0.0310835 | val_loss: 0.0311397 | Time: 2218.07 ms
[2021-11-28 21:09:11 main:574] : INFO : Epoch 1740 | loss: 0.0310849 | val_loss: 0.0311419 | Time: 2217.52 ms
[2021-11-28 21:09:14 main:574] : INFO : Epoch 1741 | loss: 0.0310835 | val_loss: 0.0311457 | Time: 2226.79 ms
[2021-11-28 21:09:16 main:574] : INFO : Epoch 1742 | loss: 0.0310839 | val_loss: 0.031142 | Time: 2211.51 ms
[2021-11-28 21:09:18 main:574] : INFO : Epoch 1743 | loss: 0.031089 | val_loss: 0.0311425 | Time: 2211.39 ms
[2021-11-28 21:09:20 main:574] : INFO : Epoch 1744 | loss: 0.0310864 | val_loss: 0.0311469 | Time: 2226.58 ms
[2021-11-28 21:09:22 main:574] : INFO : Epoch 1745 | loss: 0.0310875 | val_loss: 0.0311376 | Time: 2200.25 ms
[2021-11-28 21:09:25 main:574] : INFO : Epoch 1746 | loss: 0.0310943 | val_loss: 0.0311443 | Time: 2288.15 ms
[2021-11-28 21:09:27 main:574] : INFO : Epoch 1747 | loss: 0.031098 | val_loss: 0.0311403 | Time: 2229.9 ms
[2021-11-28 21:09:29 main:574] : INFO : Epoch 1748 | loss: 0.0311013 | val_loss: 0.0311489 | Time: 2234.32 ms
[2021-11-28 21:09:31 main:574] : INFO : Epoch 1749 | loss: 0.0311015 | val_loss: 0.0311436 | Time: 2230.88 ms
[2021-11-28 21:09:34 main:574] : INFO : Epoch 1750 | loss: 0.0311005 | val_loss: 0.0311423 | Time: 2259.52 ms
[2021-11-28 21:09:36 main:574] : INFO : Epoch 1751 | loss: 0.0311026 | val_loss: 0.0311431 | Time: 2265.69 ms
[2021-11-28 21:09:38 main:574] : INFO : Epoch 1752 | loss: 0.0311069 | val_loss: 0.0311382 | Time: 2195.02 ms
[2021-11-28 21:09:40 main:574] : INFO : Epoch 1753 | loss: 0.0311087 | val_loss: 0.0311404 | Time: 2245.46 ms
[2021-11-28 21:09:43 main:574] : INFO : Epoch 1754 | loss: 0.0311071 | val_loss: 0.0311373 | Time: 2223.72 ms
[2021-11-28 21:09:45 main:574] : INFO : Epoch 1755 | loss: 0.0311038 | val_loss: 0.0311362 | Time: 2208.67 ms
[2021-11-28 21:09:47 main:574] : INFO : Epoch 1756 | loss: 0.0311022 | val_loss: 0.0311425 | Time: 2210.54 ms
[2021-11-28 21:09:49 main:574] : INFO : Epoch 1757 | loss: 0.0311018 | val_loss: 0.0311391 | Time: 2211.48 ms
[2021-11-28 21:09:52 main:574] : INFO : Epoch 1758 | loss: 0.0311023 | val_loss: 0.0311541 | Time: 2197.08 ms
[2021-11-28 21:09:54 main:574] : INFO : Epoch 1759 | loss: 0.031103 | val_loss: 0.0311408 | Time: 2243.18 ms
[2021-11-28 21:09:56 main:574] : INFO : Epoch 1760 | loss: 0.0310999 | val_loss: 0.0311361 | Time: 2199.05 ms
[2021-11-28 21:09:58 main:574] : INFO : Epoch 1761 | loss: 0.0310954 | val_loss: 0.0311415 | Time: 2233.24 ms
[2021-11-28 21:10:00 main:574] : INFO : Epoch 1762 | loss: 0.0310971 | val_loss: 0.0311434 | Time: 2230.65 ms
[2021-11-28 21:10:03 main:574] : INFO : Epoch 1763 | loss: 0.0311003 | val_loss: 0.031146 | Time: 2248.64 ms
[2021-11-28 21:10:05 main:574] : INFO : Epoch 1764 | loss: 0.0310969 | val_loss: 0.0311378 | Time: 2229.98 ms
[2021-11-28 21:10:07 main:574] : INFO : Epoch 1765 | loss: 0.031095 | val_loss: 0.0311405 | Time: 2208.92 ms
[2021-11-28 21:10:09 main:574] : INFO : Epoch 1766 | loss: 0.0310928 | val_loss: 0.0311379 | Time: 2215.81 ms
[2021-11-28 21:10:12 main:574] : INFO : Epoch 1767 | loss: 0.0310922 | val_loss: 0.0311436 | Time: 2247.2 ms
[2021-11-28 21:10:14 main:574] : INFO : Epoch 1768 | loss: 0.031105 | val_loss: 0.0311499 | Time: 2199.86 ms
[2021-11-28 21:10:16 main:574] : INFO : Epoch 1769 | loss: 0.0311037 | val_loss: 0.0311467 | Time: 2218.93 ms
[2021-11-28 21:10:18 main:574] : INFO : Epoch 1770 | loss: 0.0310997 | val_loss: 0.031142 | Time: 2245.08 ms
[2021-11-28 21:10:21 main:574] : INFO : Epoch 1771 | loss: 0.0310965 | val_loss: 0.0311428 | Time: 2238.49 ms
[2021-11-28 21:10:23 main:574] : INFO : Epoch 1772 | loss: 0.0310968 | val_loss: 0.0311539 | Time: 2212.39 ms
[2021-11-28 21:10:25 main:574] : INFO : Epoch 1773 | loss: 0.0310979 | val_loss: 0.0311399 | Time: 2255.54 ms
[2021-11-28 21:10:27 main:574] : INFO : Epoch 1774 | loss: 0.0310997 | val_loss: 0.0311416 | Time: 2223.13 ms
[2021-11-28 21:10:29 main:574] : INFO : Epoch 1775 | loss: 0.0310952 | val_loss: 0.031143 | Time: 2253.95 ms
[2021-11-28 21:10:32 main:574] : INFO : Epoch 1776 | loss: 0.0310941 | val_loss: 0.0311406 | Time: 2255.26 ms
[2021-11-28 21:10:34 main:574] : INFO : Epoch 1777 | loss: 0.031099 | val_loss: 0.0311424 | Time: 2237.72 ms
[2021-11-28 21:10:36 main:574] : INFO : Epoch 1778 | loss: 0.0311051 | val_loss: 0.0311424 | Time: 2227.5 ms
[2021-11-28 21:10:38 main:574] : INFO : Epoch 1779 | loss: 0.0311015 | val_loss: 0.0311355 | Time: 2221.37 ms
[2021-11-28 21:10:41 main:574] : INFO : Epoch 1780 | loss: 0.0310996 | val_loss: 0.031144 | Time: 2202.25 ms
[2021-11-28 21:10:43 main:574] : INFO : Epoch 1781 | loss: 0.0311004 | val_loss: 0.0311492 | Time: 2238.42 ms
[2021-11-28 21:10:45 main:574] : INFO : Epoch 1782 | loss: 0.0310977 | val_loss: 0.0311381 | Time: 2209.35 ms
[2021-11-28 21:10:47 main:574] : INFO : Epoch 1783 | loss: 0.0310955 | val_loss: 0.0311381 | Time: 2228.58 ms
[2021-11-28 21:10:50 main:574] : INFO : Epoch 1784 | loss: 0.0310971 | val_loss: 0.0311368 | Time: 2229.97 ms
[2021-11-28 21:10:52 main:574] : INFO : Epoch 1785 | loss: 0.0310923 | val_loss: 0.0311382 | Time: 2215.61 ms
[2021-11-28 21:10:54 main:574] : INFO : Epoch 1786 | loss: 0.0310927 | val_loss: 0.031139 | Time: 2250.06 ms
[2021-11-28 21:10:56 main:574] : INFO : Epoch 1787 | loss: 0.0310927 | val_loss: 0.0311424 | Time: 2206.78 ms
[2021-11-28 21:10:58 main:574] : INFO : Epoch 1788 | loss: 0.0310909 | val_loss: 0.0311443 | Time: 2230.49 ms
[2021-11-28 21:11:01 main:574] : INFO : Epoch 1789 | loss: 0.0310913 | val_loss: 0.0311455 | Time: 2190.15 ms
[2021-11-28 21:11:03 main:574] : INFO : Epoch 1790 | loss: 0.0310943 | val_loss: 0.0311401 | Time: 2228.9 ms
[2021-11-28 21:11:05 main:574] : INFO : Epoch 1791 | loss: 0.0310981 | val_loss: 0.0311349 | Time: 2241.34 ms
[2021-11-28 21:11:07 main:574] : INFO : Epoch 1792 | loss: 0.0310973 | val_loss: 0.0311364 | Time: 2205.97 ms
[2021-11-28 21:11:10 main:574] : INFO : Epoch 1793 | loss: 0.0310968 | val_loss: 0.0311365 | Time: 2226.5 ms
[2021-11-28 21:11:12 main:574] : INFO : Epoch 1794 | loss: 0.0310952 | val_loss: 0.031137 | Time: 2229.53 ms
[2021-11-28 21:11:14 main:574] : INFO : Epoch 1795 | loss: 0.0310951 | val_loss: 0.031136 | Time: 2219.61 ms
[2021-11-28 21:11:16 main:574] : INFO : Epoch 1796 | loss: 0.0311031 | val_loss: 0.0311398 | Time: 2199.13 ms
[2021-11-28 21:11:18 main:574] : INFO : Epoch 1797 | loss: 0.0311015 | val_loss: 0.0311431 | Time: 2231.01 ms
[2021-11-28 21:11:21 main:574] : INFO : Epoch 1798 | loss: 0.0310972 | val_loss: 0.0311408 | Time: 2232.77 ms
[2021-11-28 21:11:23 main:574] : INFO : Epoch 1799 | loss: 0.0310967 | val_loss: 0.0311441 | Time: 2217.46 ms
[2021-11-28 21:11:25 main:574] : INFO : Epoch 1800 | loss: 0.0310946 | val_loss: 0.0311409 | Time: 2227.17 ms
[2021-11-28 21:11:27 main:574] : INFO : Epoch 1801 | loss: 0.0310995 | val_loss: 0.0311401 | Time: 2206.29 ms
[2021-11-28 21:11:30 main:574] : INFO : Epoch 1802 | loss: 0.0311 | val_loss: 0.0311444 | Time: 2254.03 ms
[2021-11-28 21:11:32 main:574] : INFO : Epoch 1803 | loss: 0.0310966 | val_loss: 0.0311433 | Time: 2244.52 ms
[2021-11-28 21:11:34 main:574] : INFO : Epoch 1804 | loss: 0.031097 | val_loss: 0.0311407 | Time: 2179.86 ms
[2021-11-28 21:11:36 main:574] : INFO : Epoch 1805 | loss: 0.0310967 | val_loss: 0.0311397 | Time: 2210.39 ms
[2021-11-28 21:11:39 main:574] : INFO : Epoch 1806 | loss: 0.0310934 | val_loss: 0.0311388 | Time: 2234.26 ms
[2021-11-28 21:11:41 main:574] : INFO : Epoch 1807 | loss: 0.0310938 | val_loss: 0.0311416 | Time: 2207.42 ms
[2021-11-28 21:11:43 main:574] : INFO : Epoch 1808 | loss: 0.0310933 | val_loss: 0.0311415 | Time: 2217.71 ms
[2021-11-28 21:11:45 main:574] : INFO : Epoch 1809 | loss: 0.0310918 | val_loss: 0.0311441 | Time: 2233.64 ms
[2021-11-28 21:11:47 main:574] : INFO : Epoch 1810 | loss: 0.0310915 | val_loss: 0.0311444 | Time: 2211.93 ms
[2021-11-28 21:11:50 main:574] : INFO : Epoch 1811 | loss: 0.0310916 | val_loss: 0.0311449 | Time: 2201.69 ms
[2021-11-28 21:11:52 main:574] : INFO : Epoch 1812 | loss: 0.031091 | val_loss: 0.0311394 | Time: 2269.51 ms
[2021-11-28 21:11:54 main:574] : INFO : Epoch 1813 | loss: 0.03109 | val_loss: 0.0311428 | Time: 2243.75 ms
[2021-11-28 21:11:56 main:574] : INFO : Epoch 1814 | loss: 0.0310906 | val_loss: 0.0311373 | Time: 2236.81 ms
[2021-11-28 21:11:59 main:574] : INFO : Epoch 1815 | loss: 0.0310905 | val_loss: 0.0311401 | Time: 2211.39 ms
[2021-11-28 21:12:01 main:574] : INFO : Epoch 1816 | loss: 0.0310889 | val_loss: 0.0311413 | Time: 2194.87 ms
[2021-11-28 21:12:03 main:574] : INFO : Epoch 1817 | loss: 0.0310945 | val_loss: 0.0311401 | Time: 2235.35 ms
[2021-11-28 21:12:05 main:574] : INFO : Epoch 1818 | loss: 0.0310944 | val_loss: 0.03114 | Time: 2237.93 ms
[2021-11-28 21:12:08 main:574] : INFO : Epoch 1819 | loss: 0.0310962 | val_loss: 0.0311369 | Time: 2245.13 ms
[2021-11-28 21:12:10 main:574] : INFO : Epoch 1820 | loss: 0.0310957 | val_loss: 0.0311404 | Time: 2214.32 ms
[2021-11-28 21:12:12 main:574] : INFO : Epoch 1821 | loss: 0.031095 | val_loss: 0.0311391 | Time: 2210.08 ms
[2021-11-28 21:12:14 main:574] : INFO : Epoch 1822 | loss: 0.0310939 | val_loss: 0.0311401 | Time: 2231.5 ms
[2021-11-28 21:12:16 main:574] : INFO : Epoch 1823 | loss: 0.0310922 | val_loss: 0.0311493 | Time: 2233.06 ms
[2021-11-28 21:12:19 main:574] : INFO : Epoch 1824 | loss: 0.0310907 | val_loss: 0.0311407 | Time: 2253.37 ms
[2021-11-28 21:12:21 main:574] : INFO : Epoch 1825 | loss: 0.0310899 | val_loss: 0.0311399 | Time: 2254.65 ms
[2021-11-28 21:12:23 main:574] : INFO : Epoch 1826 | loss: 0.0310872 | val_loss: 0.0311409 | Time: 2220.37 ms
[2021-11-28 21:12:25 main:574] : INFO : Epoch 1827 | loss: 0.0310874 | val_loss: 0.0311409 | Time: 2235.09 ms
[2021-11-28 21:12:28 main:574] : INFO : Epoch 1828 | loss: 0.0310894 | val_loss: 0.0311446 | Time: 2215.72 ms
[2021-11-28 21:12:30 main:574] : INFO : Epoch 1829 | loss: 0.0310906 | val_loss: 0.0311372 | Time: 2218.35 ms
[2021-11-28 21:12:32 main:574] : INFO : Epoch 1830 | loss: 0.0310895 | val_loss: 0.031136 | Time: 2194.66 ms
[2021-11-28 21:12:34 main:574] : INFO : Epoch 1831 | loss: 0.0310884 | val_loss: 0.0311376 | Time: 2204.05 ms
[2021-11-28 21:12:36 main:574] : INFO : Epoch 1832 | loss: 0.0310881 | val_loss: 0.0311437 | Time: 2202.05 ms
[2021-11-28 21:12:39 main:574] : INFO : Epoch 1833 | loss: 0.0310907 | val_loss: 0.0311426 | Time: 2226.38 ms
[2021-11-28 21:12:41 main:574] : INFO : Epoch 1834 | loss: 0.0310881 | val_loss: 0.0311442 | Time: 2222.08 ms
[2021-11-28 21:12:43 main:574] : INFO : Epoch 1835 | loss: 0.0310891 | val_loss: 0.0311401 | Time: 2248.53 ms
[2021-11-28 21:12:45 main:574] : INFO : Epoch 1836 | loss: 0.0310892 | val_loss: 0.0311401 | Time: 2219.67 ms
[2021-11-28 21:12:48 main:574] : INFO : Epoch 1837 | loss: 0.0310862 | val_loss: 0.0311441 | Time: 2214.37 ms
[2021-11-28 21:12:50 main:574] : INFO : Epoch 1838 | loss: 0.031085 | val_loss: 0.0311414 | Time: 2239.27 ms
[2021-11-28 21:12:52 main:574] : INFO : Epoch 1839 | loss: 0.0310841 | val_loss: 0.0311446 | Time: 2232.62 ms
[2021-11-28 21:12:54 main:574] : INFO : Epoch 1840 | loss: 0.0310862 | val_loss: 0.0311425 | Time: 2204.5 ms
[2021-11-28 21:12:57 main:574] : INFO : Epoch 1841 | loss: 0.0310865 | val_loss: 0.031143 | Time: 2236.59 ms
[2021-11-28 21:12:59 main:574] : INFO : Epoch 1842 | loss: 0.0310889 | val_loss: 0.0311429 | Time: 2206.56 ms
[2021-11-28 21:13:01 main:574] : INFO : Epoch 1843 | loss: 0.0310903 | val_loss: 0.0311491 | Time: 2235.27 ms
[2021-11-28 21:13:03 main:574] : INFO : Epoch 1844 | loss: 0.0310902 | val_loss: 0.0311487 | Time: 2230.05 ms
[2021-11-28 21:13:05 main:574] : INFO : Epoch 1845 | loss: 0.0310896 | val_loss: 0.0311509 | Time: 2230.27 ms
[2021-11-28 21:13:08 main:574] : INFO : Epoch 1846 | loss: 0.0310886 | val_loss: 0.0311505 | Time: 2226.78 ms
[2021-11-28 21:13:10 main:574] : INFO : Epoch 1847 | loss: 0.0310908 | val_loss: 0.0311477 | Time: 2214.12 ms
[2021-11-28 21:13:12 main:574] : INFO : Epoch 1848 | loss: 0.0310929 | val_loss: 0.0311514 | Time: 2252.29 ms
[2021-11-28 21:13:14 main:574] : INFO : Epoch 1849 | loss: 0.0310921 | val_loss: 0.0311447 | Time: 2240.79 ms
[2021-11-28 21:13:17 main:574] : INFO : Epoch 1850 | loss: 0.031091 | val_loss: 0.0311472 | Time: 2252.69 ms
[2021-11-28 21:13:19 main:574] : INFO : Epoch 1851 | loss: 0.0310868 | val_loss: 0.0311463 | Time: 2209.77 ms
[2021-11-28 21:13:21 main:574] : INFO : Epoch 1852 | loss: 0.0310926 | val_loss: 0.0311637 | Time: 2248.89 ms
[2021-11-28 21:13:23 main:574] : INFO : Epoch 1853 | loss: 0.0310917 | val_loss: 0.0311482 | Time: 2212.62 ms
[2021-11-28 21:13:26 main:574] : INFO : Epoch 1854 | loss: 0.0310855 | val_loss: 0.0311477 | Time: 2243.82 ms
[2021-11-28 21:13:28 main:574] : INFO : Epoch 1855 | loss: 0.0310858 | val_loss: 0.0311471 | Time: 2239.88 ms
[2021-11-28 21:13:30 main:574] : INFO : Epoch 1856 | loss: 0.0310874 | val_loss: 0.0311431 | Time: 2227.11 ms
[2021-11-28 21:13:32 main:574] : INFO : Epoch 1857 | loss: 0.0310899 | val_loss: 0.0311436 | Time: 2205.24 ms
[2021-11-28 21:13:34 main:574] : INFO : Epoch 1858 | loss: 0.0310886 | val_loss: 0.0311444 | Time: 2231.15 ms
[2021-11-28 21:13:37 main:574] : INFO : Epoch 1859 | loss: 0.031085 | val_loss: 0.0311455 | Time: 2223.13 ms
[2021-11-28 21:13:39 main:574] : INFO : Epoch 1860 | loss: 0.0310884 | val_loss: 0.0311402 | Time: 2226 ms
[2021-11-28 21:13:41 main:574] : INFO : Epoch 1861 | loss: 0.0310879 | val_loss: 0.0311418 | Time: 2244.78 ms
[2021-11-28 21:13:43 main:574] : INFO : Epoch 1862 | loss: 0.0310891 | val_loss: 0.0311377 | Time: 2232.12 ms
[2021-11-28 21:13:46 main:574] : INFO : Epoch 1863 | loss: 0.0310935 | val_loss: 0.0311457 | Time: 2222.03 ms
[2021-11-28 21:13:48 main:574] : INFO : Epoch 1864 | loss: 0.0310963 | val_loss: 0.0311495 | Time: 2220.9 ms
[2021-11-28 21:13:50 main:574] : INFO : Epoch 1865 | loss: 0.0310935 | val_loss: 0.0311535 | Time: 2224.01 ms
[2021-11-28 21:13:52 main:574] : INFO : Epoch 1866 | loss: 0.0311005 | val_loss: 0.0311475 | Time: 2249.22 ms
[2021-11-28 21:13:55 main:574] : INFO : Epoch 1867 | loss: 0.0310976 | val_loss: 0.0311448 | Time: 2218.55 ms
[2021-11-28 21:13:57 main:574] : INFO : Epoch 1868 | loss: 0.0310953 | val_loss: 0.0311425 | Time: 2218.97 ms
[2021-11-28 21:13:59 main:574] : INFO : Epoch 1869 | loss: 0.0310941 | val_loss: 0.0311463 | Time: 2232.37 ms
[2021-11-28 21:14:01 main:574] : INFO : Epoch 1870 | loss: 0.0310954 | val_loss: 0.031139 | Time: 2220.02 ms
[2021-11-28 21:14:03 main:574] : INFO : Epoch 1871 | loss: 0.0310905 | val_loss: 0.0311461 | Time: 2236.32 ms
[2021-11-28 21:14:06 main:574] : INFO : Epoch 1872 | loss: 0.03109 | val_loss: 0.0311451 | Time: 2225.27 ms
[2021-11-28 21:14:08 main:574] : INFO : Epoch 1873 | loss: 0.0310873 | val_loss: 0.031137 | Time: 2243.78 ms
[2021-11-28 21:14:10 main:574] : INFO : Epoch 1874 | loss: 0.0310871 | val_loss: 0.031143 | Time: 2228.99 ms
[2021-11-28 21:14:12 main:574] : INFO : Epoch 1875 | loss: 0.0310909 | val_loss: 0.0311428 | Time: 2246.74 ms
[2021-11-28 21:14:15 main:574] : INFO : Epoch 1876 | loss: 0.0310902 | val_loss: 0.0311444 | Time: 2216.13 ms
[2021-11-28 21:14:17 main:574] : INFO : Epoch 1877 | loss: 0.0310873 | val_loss: 0.0311414 | Time: 2223.57 ms
[2021-11-28 21:14:19 main:574] : INFO : Epoch 1878 | loss: 0.0310847 | val_loss: 0.0311395 | Time: 2236.32 ms
[2021-11-28 21:14:21 main:574] : INFO : Epoch 1879 | loss: 0.0310859 | val_loss: 0.0311462 | Time: 2227.89 ms
[2021-11-28 21:14:24 main:574] : INFO : Epoch 1880 | loss: 0.0310856 | val_loss: 0.0311452 | Time: 2247.99 ms
[2021-11-28 21:14:26 main:574] : INFO : Epoch 1881 | loss: 0.0310839 | val_loss: 0.0311461 | Time: 2232.01 ms
[2021-11-28 21:14:28 main:574] : INFO : Epoch 1882 | loss: 0.031085 | val_loss: 0.031147 | Time: 2239.32 ms
[2021-11-28 21:14:30 main:574] : INFO : Epoch 1883 | loss: 0.0310856 | val_loss: 0.0311536 | Time: 2228.1 ms
[2021-11-28 21:14:33 main:574] : INFO : Epoch 1884 | loss: 0.0310902 | val_loss: 0.0311621 | Time: 2223.74 ms
[2021-11-28 21:14:35 main:574] : INFO : Epoch 1885 | loss: 0.0310979 | val_loss: 0.0311561 | Time: 2227.99 ms
[2021-11-28 21:14:37 main:574] : INFO : Epoch 1886 | loss: 0.0310946 | val_loss: 0.0311497 | Time: 2216.1 ms
[2021-11-28 21:14:39 main:574] : INFO : Epoch 1887 | loss: 0.0310903 | val_loss: 0.0311555 | Time: 2231.31 ms
[2021-11-28 21:14:41 main:574] : INFO : Epoch 1888 | loss: 0.0310899 | val_loss: 0.0311483 | Time: 2236.71 ms
[2021-11-28 21:14:44 main:574] : INFO : Epoch 1889 | loss: 0.0310871 | val_loss: 0.0311426 | Time: 2223.4 ms
[2021-11-28 21:14:46 main:574] : INFO : Epoch 1890 | loss: 0.0310906 | val_loss: 0.0311545 | Time: 2239.45 ms
[2021-11-28 21:14:48 main:574] : INFO : Epoch 1891 | loss: 0.0311075 | val_loss: 0.0311492 | Time: 2191.44 ms
[2021-11-28 21:14:50 main:574] : INFO : Epoch 1892 | loss: 0.0311135 | val_loss: 0.0311508 | Time: 2231.27 ms
[2021-11-28 21:14:53 main:574] : INFO : Epoch 1893 | loss: 0.0311093 | val_loss: 0.0311516 | Time: 2252.76 ms
[2021-11-28 21:14:55 main:574] : INFO : Epoch 1894 | loss: 0.031106 | val_loss: 0.0311452 | Time: 2215.4 ms
[2021-11-28 21:14:57 main:574] : INFO : Epoch 1895 | loss: 0.0311024 | val_loss: 0.031138 | Time: 2237.93 ms
[2021-11-28 21:14:59 main:574] : INFO : Epoch 1896 | loss: 0.0310999 | val_loss: 0.0311429 | Time: 2203.1 ms
[2021-11-28 21:15:02 main:574] : INFO : Epoch 1897 | loss: 0.0311001 | val_loss: 0.0311457 | Time: 2234.77 ms
[2021-11-28 21:15:04 main:574] : INFO : Epoch 1898 | loss: 0.0311028 | val_loss: 0.0311416 | Time: 2218.76 ms
[2021-11-28 21:15:06 main:574] : INFO : Epoch 1899 | loss: 0.0310991 | val_loss: 0.0311395 | Time: 2242.27 ms
[2021-11-28 21:15:08 main:574] : INFO : Epoch 1900 | loss: 0.0310973 | val_loss: 0.0311404 | Time: 2204.49 ms
[2021-11-28 21:15:10 main:574] : INFO : Epoch 1901 | loss: 0.0310984 | val_loss: 0.0311393 | Time: 2216 ms
[2021-11-28 21:15:13 main:574] : INFO : Epoch 1902 | loss: 0.0310973 | val_loss: 0.0311447 | Time: 2238.13 ms
[2021-11-28 21:15:15 main:574] : INFO : Epoch 1903 | loss: 0.0310957 | val_loss: 0.0311438 | Time: 2230.16 ms
[2021-11-28 21:15:17 main:574] : INFO : Epoch 1904 | loss: 0.0310941 | val_loss: 0.0311446 | Time: 2238.33 ms
[2021-11-28 21:15:19 main:574] : INFO : Epoch 1905 | loss: 0.0310915 | val_loss: 0.0311415 | Time: 2227.82 ms
[2021-11-28 21:15:22 main:574] : INFO : Epoch 1906 | loss: 0.0310922 | val_loss: 0.0311453 | Time: 2232.25 ms
[2021-11-28 21:15:24 main:574] : INFO : Epoch 1907 | loss: 0.0310971 | val_loss: 0.0311419 | Time: 2224.25 ms
[2021-11-28 21:15:26 main:574] : INFO : Epoch 1908 | loss: 0.0311 | val_loss: 0.0311424 | Time: 2244.26 ms
[2021-11-28 21:15:28 main:574] : INFO : Epoch 1909 | loss: 0.0310984 | val_loss: 0.0311384 | Time: 2247.93 ms
[2021-11-28 21:15:31 main:574] : INFO : Epoch 1910 | loss: 0.0310934 | val_loss: 0.0311515 | Time: 2230.65 ms
[2021-11-28 21:15:33 main:574] : INFO : Epoch 1911 | loss: 0.0310938 | val_loss: 0.0311447 | Time: 2211.16 ms
[2021-11-28 21:15:35 main:574] : INFO : Epoch 1912 | loss: 0.0310924 | val_loss: 0.0311425 | Time: 2212.17 ms
[2021-11-28 21:15:37 main:574] : INFO : Epoch 1913 | loss: 0.0310904 | val_loss: 0.0311402 | Time: 2248.1 ms
[2021-11-28 21:15:39 main:574] : INFO : Epoch 1914 | loss: 0.0310884 | val_loss: 0.0311465 | Time: 2208.33 ms
[2021-11-28 21:15:42 main:574] : INFO : Epoch 1915 | loss: 0.0310889 | val_loss: 0.031148 | Time: 2232.03 ms
[2021-11-28 21:15:44 main:574] : INFO : Epoch 1916 | loss: 0.031087 | val_loss: 0.0311441 | Time: 2234.51 ms
[2021-11-28 21:15:46 main:574] : INFO : Epoch 1917 | loss: 0.0310905 | val_loss: 0.0311414 | Time: 2211.87 ms
[2021-11-28 21:15:48 main:574] : INFO : Epoch 1918 | loss: 0.0310882 | val_loss: 0.0311484 | Time: 2227.36 ms
[2021-11-28 21:15:51 main:574] : INFO : Epoch 1919 | loss: 0.0310833 | val_loss: 0.0311442 | Time: 2206.53 ms
[2021-11-28 21:15:53 main:574] : INFO : Epoch 1920 | loss: 0.0310844 | val_loss: 0.0311453 | Time: 2253.61 ms
[2021-11-28 21:15:55 main:574] : INFO : Epoch 1921 | loss: 0.0310873 | val_loss: 0.0311464 | Time: 2239.93 ms
[2021-11-28 21:15:57 main:574] : INFO : Epoch 1922 | loss: 0.0310899 | val_loss: 0.031142 | Time: 2221.22 ms
[2021-11-28 21:16:00 main:574] : INFO : Epoch 1923 | loss: 0.031097 | val_loss: 0.0311402 | Time: 2230.77 ms
[2021-11-28 21:16:02 main:574] : INFO : Epoch 1924 | loss: 0.0310927 | val_loss: 0.0311503 | Time: 2248.7 ms
[2021-11-28 21:16:04 main:574] : INFO : Epoch 1925 | loss: 0.0310981 | val_loss: 0.0311442 | Time: 2201.54 ms
[2021-11-28 21:16:06 main:574] : INFO : Epoch 1926 | loss: 0.0310945 | val_loss: 0.0311423 | Time: 2248.43 ms
[2021-11-28 21:16:08 main:574] : INFO : Epoch 1927 | loss: 0.0310924 | val_loss: 0.0311431 | Time: 2242.35 ms
[2021-11-28 21:16:11 main:574] : INFO : Epoch 1928 | loss: 0.031088 | val_loss: 0.0311469 | Time: 2219.65 ms
[2021-11-28 21:16:13 main:574] : INFO : Epoch 1929 | loss: 0.0310946 | val_loss: 0.0311388 | Time: 2236.24 ms
[2021-11-28 21:16:15 main:574] : INFO : Epoch 1930 | loss: 0.0310942 | val_loss: 0.0311391 | Time: 2229.47 ms
[2021-11-28 21:16:17 main:574] : INFO : Epoch 1931 | loss: 0.0310926 | val_loss: 0.0311452 | Time: 2235.82 ms
[2021-11-28 21:16:20 main:574] : INFO : Epoch 1932 | loss: 0.0310905 | val_loss: 0.0311435 | Time: 2229.28 ms
[2021-11-28 21:16:22 main:574] : INFO : Epoch 1933 | loss: 0.0310896 | val_loss: 0.0311434 | Time: 2240.86 ms
[2021-11-28 21:16:24 main:574] : INFO : Epoch 1934 | loss: 0.031086 | val_loss: 0.0311434 | Time: 2262.06 ms
[2021-11-28 21:16:26 main:574] : INFO : Epoch 1935 | loss: 0.0310856 | val_loss: 0.0311444 | Time: 2226.42 ms
[2021-11-28 21:16:29 main:574] : INFO : Epoch 1936 | loss: 0.0310883 | val_loss: 0.0311457 | Time: 2223.71 ms
[2021-11-28 21:16:31 main:574] : INFO : Epoch 1937 | loss: 0.0310851 | val_loss: 0.0311419 | Time: 2227.46 ms
[2021-11-28 21:16:33 main:574] : INFO : Epoch 1938 | loss: 0.0310844 | val_loss: 0.0311484 | Time: 2244.58 ms
[2021-11-28 21:16:35 main:574] : INFO : Epoch 1939 | loss: 0.0310912 | val_loss: 0.0311531 | Time: 2234.49 ms
[2021-11-28 21:16:38 main:574] : INFO : Epoch 1940 | loss: 0.0310943 | val_loss: 0.031154 | Time: 2229.08 ms
[2021-11-28 21:16:40 main:574] : INFO : Epoch 1941 | loss: 0.0310934 | val_loss: 0.0311405 | Time: 2225.71 ms
[2021-11-28 21:16:42 main:574] : INFO : Epoch 1942 | loss: 0.0310931 | val_loss: 0.0311434 | Time: 2215.35 ms
[2021-11-28 21:16:44 main:574] : INFO : Epoch 1943 | loss: 0.0310915 | val_loss: 0.0311368 | Time: 2195.17 ms
[2021-11-28 21:16:47 main:574] : INFO : Epoch 1944 | loss: 0.0310883 | val_loss: 0.0311422 | Time: 2429.04 ms
[2021-11-28 21:16:49 main:574] : INFO : Epoch 1945 | loss: 0.0310878 | val_loss: 0.0311455 | Time: 2268.37 ms
[2021-11-28 21:16:51 main:574] : INFO : Epoch 1946 | loss: 0.0310874 | val_loss: 0.031151 | Time: 2241.22 ms
[2021-11-28 21:16:53 main:574] : INFO : Epoch 1947 | loss: 0.0310897 | val_loss: 0.0311511 | Time: 2206.05 ms
[2021-11-28 21:16:56 main:574] : INFO : Epoch 1948 | loss: 0.0310896 | val_loss: 0.031141 | Time: 2239.03 ms
[2021-11-28 21:16:58 main:574] : INFO : Epoch 1949 | loss: 0.0310904 | val_loss: 0.0311401 | Time: 2240.69 ms
[2021-11-28 21:17:00 main:574] : INFO : Epoch 1950 | loss: 0.0310883 | val_loss: 0.0311543 | Time: 2232.33 ms
[2021-11-28 21:17:02 main:574] : INFO : Epoch 1951 | loss: 0.0310879 | val_loss: 0.0311394 | Time: 2214.51 ms
[2021-11-28 21:17:05 main:574] : INFO : Epoch 1952 | loss: 0.0310853 | val_loss: 0.03114 | Time: 2216.78 ms
[2021-11-28 21:17:07 main:574] : INFO : Epoch 1953 | loss: 0.0310879 | val_loss: 0.0311483 | Time: 2232.09 ms
[2021-11-28 21:17:09 main:574] : INFO : Epoch 1954 | loss: 0.0310864 | val_loss: 0.0311444 | Time: 2258.73 ms
[2021-11-28 21:17:11 main:574] : INFO : Epoch 1955 | loss: 0.0310863 | val_loss: 0.0311507 | Time: 2232.66 ms
[2021-11-28 21:17:14 main:574] : INFO : Epoch 1956 | loss: 0.0310874 | val_loss: 0.0311501 | Time: 2225.82 ms
[2021-11-28 21:17:16 main:574] : INFO : Epoch 1957 | loss: 0.0310855 | val_loss: 0.0311474 | Time: 2241.97 ms
[2021-11-28 21:17:18 main:574] : INFO : Epoch 1958 | loss: 0.0310846 | val_loss: 0.0311444 | Time: 2228.63 ms
[2021-11-28 21:17:20 main:574] : INFO : Epoch 1959 | loss: 0.0310846 | val_loss: 0.0311394 | Time: 2223.09 ms
[2021-11-28 21:17:23 main:574] : INFO : Epoch 1960 | loss: 0.0310844 | val_loss: 0.0311372 | Time: 2220.02 ms
[2021-11-28 21:17:25 main:574] : INFO : Epoch 1961 | loss: 0.031084 | val_loss: 0.0311474 | Time: 2252.84 ms
[2021-11-28 21:17:27 main:574] : INFO : Epoch 1962 | loss: 0.0310856 | val_loss: 0.031145 | Time: 2234.41 ms
[2021-11-28 21:17:29 main:574] : INFO : Epoch 1963 | loss: 0.0310852 | val_loss: 0.0311461 | Time: 2239.76 ms
[2021-11-28 21:17:32 main:574] : INFO : Epoch 1964 | loss: 0.0310841 | val_loss: 0.0311376 | Time: 2237.92 ms
[2021-11-28 21:17:34 main:574] : INFO : Epoch 1965 | loss: 0.0310885 | val_loss: 0.0311499 | Time: 2221.64 ms
[2021-11-28 21:17:36 main:574] : INFO : Epoch 1966 | loss: 0.0310867 | val_loss: 0.031147 | Time: 2230.54 ms
[2021-11-28 21:17:38 main:574] : INFO : Epoch 1967 | loss: 0.0310845 | val_loss: 0.0311396 | Time: 2234.95 ms
[2021-11-28 21:17:40 main:574] : INFO : Epoch 1968 | loss: 0.0310865 | val_loss: 0.0311457 | Time: 2227.82 ms
[2021-11-28 21:17:43 main:574] : INFO : Epoch 1969 | loss: 0.0310897 | val_loss: 0.0311459 | Time: 2227.02 ms
[2021-11-28 21:17:45 main:574] : INFO : Epoch 1970 | loss: 0.0310846 | val_loss: 0.0311471 | Time: 2205.4 ms
[2021-11-28 21:17:47 main:574] : INFO : Epoch 1971 | loss: 0.0310847 | val_loss: 0.0311405 | Time: 2246.02 ms
[2021-11-28 21:17:49 main:574] : INFO : Epoch 1972 | loss: 0.0310818 | val_loss: 0.0311439 | Time: 2242.53 ms
[2021-11-28 21:17:52 main:574] : INFO : Epoch 1973 | loss: 0.0310824 | val_loss: 0.0311436 | Time: 2245.17 ms
[2021-11-28 21:17:54 main:574] : INFO : Epoch 1974 | loss: 0.0310846 | val_loss: 0.0311422 | Time: 2224.1 ms
[2021-11-28 21:17:56 main:574] : INFO : Epoch 1975 | loss: 0.0310829 | val_loss: 0.0311451 | Time: 2264.67 ms
[2021-11-28 21:17:58 main:574] : INFO : Epoch 1976 | loss: 0.0310839 | val_loss: 0.0311477 | Time: 2202.68 ms
[2021-11-28 21:18:01 main:574] : INFO : Epoch 1977 | loss: 0.0310831 | val_loss: 0.0311435 | Time: 2204.59 ms
[2021-11-28 21:18:03 main:574] : INFO : Epoch 1978 | loss: 0.0310835 | val_loss: 0.031144 | Time: 2199.58 ms
[2021-11-28 21:18:05 main:574] : INFO : Epoch 1979 | loss: 0.0310836 | val_loss: 0.0311452 | Time: 2260.23 ms
[2021-11-28 21:18:07 main:574] : INFO : Epoch 1980 | loss: 0.0310831 | val_loss: 0.0311438 | Time: 2237.06 ms
[2021-11-28 21:18:09 main:574] : INFO : Epoch 1981 | loss: 0.0310816 | val_loss: 0.0311472 | Time: 2217.39 ms
[2021-11-28 21:18:12 main:574] : INFO : Epoch 1982 | loss: 0.0310806 | val_loss: 0.0311414 | Time: 2222.47 ms
[2021-11-28 21:18:14 main:574] : INFO : Epoch 1983 | loss: 0.0310794 | val_loss: 0.0311452 | Time: 2261.43 ms
[2021-11-28 21:18:16 main:574] : INFO : Epoch 1984 | loss: 0.031079 | val_loss: 0.0311467 | Time: 2274.05 ms
[2021-11-28 21:18:18 main:574] : INFO : Epoch 1985 | loss: 0.0310844 | val_loss: 0.0311521 | Time: 2222.3 ms
[2021-11-28 21:18:21 main:574] : INFO : Epoch 1986 | loss: 0.031088 | val_loss: 0.0311434 | Time: 2238.35 ms
[2021-11-28 21:18:23 main:574] : INFO : Epoch 1987 | loss: 0.0310906 | val_loss: 0.0311518 | Time: 2254.41 ms
[2021-11-28 21:18:25 main:574] : INFO : Epoch 1988 | loss: 0.031098 | val_loss: 0.0311388 | Time: 2232.88 ms
[2021-11-28 21:18:27 main:574] : INFO : Epoch 1989 | loss: 0.0310925 | val_loss: 0.0311471 | Time: 2199.96 ms
[2021-11-28 21:18:30 main:574] : INFO : Epoch 1990 | loss: 0.0310927 | val_loss: 0.0311457 | Time: 2232.42 ms
[2021-11-28 21:18:32 main:574] : INFO : Epoch 1991 | loss: 0.031089 | val_loss: 0.0311409 | Time: 2197.24 ms
[2021-11-28 21:18:34 main:574] : INFO : Epoch 1992 | loss: 0.0310893 | val_loss: 0.031145 | Time: 2225.21 ms
[2021-11-28 21:18:36 main:574] : INFO : Epoch 1993 | loss: 0.0310962 | val_loss: 0.031142 | Time: 2238.4 ms
[2021-11-28 21:18:39 main:574] : INFO : Epoch 1994 | loss: 0.0310942 | val_loss: 0.0311464 | Time: 2206.75 ms
[2021-11-28 21:18:41 main:574] : INFO : Epoch 1995 | loss: 0.0310962 | val_loss: 0.0311502 | Time: 2248.6 ms
[2021-11-28 21:18:43 main:574] : INFO : Epoch 1996 | loss: 0.031095 | val_loss: 0.0311463 | Time: 2225.7 ms
[2021-11-28 21:18:45 main:574] : INFO : Epoch 1997 | loss: 0.031093 | val_loss: 0.0311478 | Time: 2232.37 ms
[2021-11-28 21:18:47 main:574] : INFO : Epoch 1998 | loss: 0.0310945 | val_loss: 0.031147 | Time: 2218.29 ms
[2021-11-28 21:18:50 main:574] : INFO : Epoch 1999 | loss: 0.0310953 | val_loss: 0.0311523 | Time: 2219.22 ms
[2021-11-28 21:18:52 main:574] : INFO : Epoch 2000 | loss: 0.0310951 | val_loss: 0.0311454 | Time: 2242.81 ms
[2021-11-28 21:18:54 main:574] : INFO : Epoch 2001 | loss: 0.0310901 | val_loss: 0.0311409 | Time: 2225.03 ms
[2021-11-28 21:18:56 main:574] : INFO : Epoch 2002 | loss: 0.0310876 | val_loss: 0.0311453 | Time: 2237.92 ms
[2021-11-28 21:18:59 main:574] : INFO : Epoch 2003 | loss: 0.0310885 | val_loss: 0.0311403 | Time: 2204.95 ms
[2021-11-28 21:19:01 main:574] : INFO : Epoch 2004 | loss: 0.0310868 | val_loss: 0.031143 | Time: 2227.69 ms
[2021-11-28 21:19:03 main:574] : INFO : Epoch 2005 | loss: 0.0310874 | val_loss: 0.0311417 | Time: 2222.77 ms
[2021-11-28 21:19:05 main:574] : INFO : Epoch 2006 | loss: 0.0310912 | val_loss: 0.031152 | Time: 2252.43 ms
[2021-11-28 21:19:08 main:574] : INFO : Epoch 2007 | loss: 0.031096 | val_loss: 0.0311473 | Time: 2223.13 ms
[2021-11-28 21:19:10 main:574] : INFO : Epoch 2008 | loss: 0.0310922 | val_loss: 0.0311415 | Time: 2235.78 ms
[2021-11-28 21:19:12 main:574] : INFO : Epoch 2009 | loss: 0.0310915 | val_loss: 0.031145 | Time: 2248.31 ms
[2021-11-28 21:19:14 main:574] : INFO : Epoch 2010 | loss: 0.0310937 | val_loss: 0.03115 | Time: 2268.55 ms
[2021-11-28 21:19:17 main:574] : INFO : Epoch 2011 | loss: 0.0310954 | val_loss: 0.0311399 | Time: 2209.34 ms
[2021-11-28 21:19:19 main:574] : INFO : Epoch 2012 | loss: 0.031092 | val_loss: 0.0311444 | Time: 2218.75 ms
[2021-11-28 21:19:21 main:574] : INFO : Epoch 2013 | loss: 0.0310903 | val_loss: 0.0311423 | Time: 2232.45 ms
[2021-11-28 21:19:23 main:574] : INFO : Epoch 2014 | loss: 0.0310889 | val_loss: 0.0311456 | Time: 2258.96 ms
[2021-11-28 21:19:25 main:574] : INFO : Epoch 2015 | loss: 0.0310882 | val_loss: 0.0311405 | Time: 2210.01 ms
[2021-11-28 21:19:28 main:574] : INFO : Epoch 2016 | loss: 0.0310874 | val_loss: 0.0311402 | Time: 2231.6 ms
[2021-11-28 21:19:30 main:574] : INFO : Epoch 2017 | loss: 0.0310929 | val_loss: 0.0311423 | Time: 2242.98 ms
[2021-11-28 21:19:32 main:574] : INFO : Epoch 2018 | loss: 0.0310894 | val_loss: 0.0311444 | Time: 2224.14 ms
[2021-11-28 21:19:34 main:574] : INFO : Epoch 2019 | loss: 0.0310906 | val_loss: 0.0311422 | Time: 2232.45 ms
[2021-11-28 21:19:37 main:574] : INFO : Epoch 2020 | loss: 0.0310883 | val_loss: 0.0311446 | Time: 2229.9 ms
[2021-11-28 21:19:39 main:574] : INFO : Epoch 2021 | loss: 0.0310877 | val_loss: 0.0311427 | Time: 2213.14 ms
[2021-11-28 21:19:41 main:574] : INFO : Epoch 2022 | loss: 0.0310909 | val_loss: 0.031142 | Time: 2215.39 ms
[2021-11-28 21:19:43 main:574] : INFO : Epoch 2023 | loss: 0.0310927 | val_loss: 0.0311419 | Time: 2235.65 ms
[2021-11-28 21:19:46 main:574] : INFO : Epoch 2024 | loss: 0.0310886 | val_loss: 0.0311411 | Time: 2194.99 ms
[2021-11-28 21:19:48 main:574] : INFO : Epoch 2025 | loss: 0.0310895 | val_loss: 0.0311391 | Time: 2208.84 ms
[2021-11-28 21:19:50 main:574] : INFO : Epoch 2026 | loss: 0.031094 | val_loss: 0.0311419 | Time: 2230.29 ms
[2021-11-28 21:19:52 main:574] : INFO : Epoch 2027 | loss: 0.0310945 | val_loss: 0.0311495 | Time: 2237.25 ms
[2021-11-28 21:19:54 main:574] : INFO : Epoch 2028 | loss: 0.0310897 | val_loss: 0.0311494 | Time: 2209.47 ms
[2021-11-28 21:19:57 main:574] : INFO : Epoch 2029 | loss: 0.0310866 | val_loss: 0.0311479 | Time: 2246.25 ms
[2021-11-28 21:19:59 main:574] : INFO : Epoch 2030 | loss: 0.0310865 | val_loss: 0.0311507 | Time: 2218.9 ms
[2021-11-28 21:20:01 main:574] : INFO : Epoch 2031 | loss: 0.0310852 | val_loss: 0.0311488 | Time: 2253.66 ms
[2021-11-28 21:20:03 main:574] : INFO : Epoch 2032 | loss: 0.0310848 | val_loss: 0.0311474 | Time: 2234.43 ms
[2021-11-28 21:20:06 main:574] : INFO : Epoch 2033 | loss: 0.0310834 | val_loss: 0.0311497 | Time: 2249.22 ms
[2021-11-28 21:20:08 main:574] : INFO : Epoch 2034 | loss: 0.0310854 | val_loss: 0.0311517 | Time: 2239.38 ms
[2021-11-28 21:20:10 main:574] : INFO : Epoch 2035 | loss: 0.0310852 | val_loss: 0.0311553 | Time: 2220.32 ms
[2021-11-28 21:20:12 main:574] : INFO : Epoch 2036 | loss: 0.0310854 | val_loss: 0.0311579 | Time: 2213.75 ms
[2021-11-28 21:20:15 main:574] : INFO : Epoch 2037 | loss: 0.031083 | val_loss: 0.0311505 | Time: 2214.53 ms
[2021-11-28 21:20:17 main:574] : INFO : Epoch 2038 | loss: 0.0310824 | val_loss: 0.0311545 | Time: 2230.73 ms
[2021-11-28 21:20:19 main:574] : INFO : Epoch 2039 | loss: 0.031089 | val_loss: 0.0311507 | Time: 2207.53 ms
[2021-11-28 21:20:21 main:574] : INFO : Epoch 2040 | loss: 0.031093 | val_loss: 0.0311539 | Time: 2251.19 ms
[2021-11-28 21:20:23 main:574] : INFO : Epoch 2041 | loss: 0.0310885 | val_loss: 0.03115 | Time: 2226.59 ms
[2021-11-28 21:20:26 main:574] : INFO : Epoch 2042 | loss: 0.0310898 | val_loss: 0.0311568 | Time: 2243.37 ms
[2021-11-28 21:20:28 main:574] : INFO : Epoch 2043 | loss: 0.0310936 | val_loss: 0.0311674 | Time: 2208.83 ms
[2021-11-28 21:20:30 main:574] : INFO : Epoch 2044 | loss: 0.0311051 | val_loss: 0.0311599 | Time: 1972.61 ms
[2021-11-28 21:20:32 main:574] : INFO : Epoch 2045 | loss: 0.0310913 | val_loss: 0.0311512 | Time: 1635.48 ms
[2021-11-28 21:20:33 main:574] : INFO : Epoch 2046 | loss: 0.0310879 | val_loss: 0.0311508 | Time: 1745.85 ms
[2021-11-28 21:20:35 main:574] : INFO : Epoch 2047 | loss: 0.0310847 | val_loss: 0.0311555 | Time: 1730.13 ms
[2021-11-28 21:20:37 main:574] : INFO : Epoch 2048 | loss: 0.0310856 | val_loss: 0.0311483 | Time: 1712.72 ms
[2021-11-28 21:20:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311483
[2021-11-28 21:20:37 main:603] : INFO : Saving end state to config to file
[2021-11-28 21:20:37 main:608] : INFO : Success, exiting..
21:20:37 (15212): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)