Task 14486876
| Name | ParityModified-1647048117-27230-2-0_0 |
| Workunit | 11527228 |
| Created | 6 Apr 2022, 19:43:32 UTC |
| Sent | 10 Apr 2022, 9:50:58 UTC |
| Report deadline | 18 Apr 2022, 9:50:58 UTC |
| Received | 10 Apr 2022, 13:45:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 7 min 10 sec |
| CPU time | 1 hours 5 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :32 main:574] : INFO : Epoch 1554 | loss: 0.0019193 | val_loss: 0.00153739 | Time: 1955.7 ms [2022-04-10 14:28:34 main:574] : INFO : Epoch 1555 | loss: 0.00159579 | val_loss: 0.00152376 | Time: 1965 ms [2022-04-10 14:28:36 main:574] : INFO : Epoch 1556 | loss: 0.00142446 | val_loss: 0.00137739 | Time: 1939.26 ms [2022-04-10 14:28:38 main:574] : INFO : Epoch 1557 | loss: 0.00135102 | val_loss: 0.00132522 | Time: 1958.92 ms [2022-04-10 14:28:40 main:574] : INFO : Epoch 1558 | loss: 0.001331 | val_loss: 0.00131903 | Time: 1958.93 ms [2022-04-10 14:28:42 main:574] : INFO : Epoch 1559 | loss: 0.00132108 | val_loss: 0.0012996 | Time: 1956.39 ms [2022-04-10 14:28:44 main:574] : INFO : Epoch 1560 | loss: 0.00134725 | val_loss: 0.0013278 | Time: 1946.66 ms [2022-04-10 14:28:46 main:574] : INFO : Epoch 1561 | loss: 0.00133984 | val_loss: 0.00130485 | Time: 1960.11 ms [2022-04-10 14:28:48 main:574] : INFO : Epoch 1562 | loss: 0.00132077 | val_loss: 0.00128849 | Time: 1967.42 ms [2022-04-10 14:28:50 main:574] : INFO : Epoch 1563 | loss: 0.00131734 | val_loss: 0.00131666 | Time: 1956.77 ms [2022-04-10 14:28:52 main:574] : INFO : Epoch 1564 | loss: 0.00131269 | val_loss: 0.00128772 | Time: 1942.89 ms [2022-04-10 14:28:54 main:574] : INFO : Epoch 1565 | loss: 0.00130673 | val_loss: 0.00130122 | Time: 1961.06 ms [2022-04-10 14:28:56 main:574] : INFO : Epoch 1566 | loss: 0.00130889 | val_loss: 0.00128317 | Time: 1945.23 ms [2022-04-10 14:28:58 main:574] : INFO : Epoch 1567 | loss: 0.00129817 | val_loss: 0.00128114 | Time: 1952.85 ms [2022-04-10 14:29:00 main:574] : INFO : Epoch 1568 | loss: 0.00129139 | val_loss: 0.00127294 | Time: 1946.96 ms [2022-04-10 14:29:02 main:574] : INFO : Epoch 1569 | loss: 0.00128438 | val_loss: 0.00128893 | Time: 1944.92 ms [2022-04-10 14:29:04 main:574] : INFO : Epoch 1570 | loss: 0.00129093 | val_loss: 0.00128499 | Time: 1953.03 ms [2022-04-10 14:29:05 main:574] : INFO : Epoch 1571 | loss: 0.00130602 | val_loss: 0.00134155 | Time: 1954.79 ms [2022-04-10 14:29:07 main:574] : INFO : Epoch 1572 | loss: 0.00137454 | val_loss: 0.00167597 | Time: 1959.83 ms [2022-04-10 14:29:09 main:574] : INFO : Epoch 1573 | loss: 0.00158469 | val_loss: 0.00144885 | Time: 1959.38 ms [2022-04-10 14:29:11 main:574] : INFO : Epoch 1574 | loss: 0.00159734 | val_loss: 0.00187512 | Time: 1949.58 ms [2022-04-10 14:29:13 main:574] : INFO : Epoch 1575 | loss: 0.00157088 | val_loss: 0.00132976 | Time: 1954.65 ms [2022-04-10 14:29:15 main:574] : INFO : Epoch 1576 | loss: 0.00138477 | val_loss: 0.00127949 | Time: 1959.24 ms [2022-04-10 14:29:17 main:574] : INFO : Epoch 1577 | loss: 0.00131086 | val_loss: 0.00127885 | Time: 1950.34 ms [2022-04-10 14:29:19 main:574] : INFO : Epoch 1578 | loss: 0.00127203 | val_loss: 0.00124398 | Time: 1954.52 ms [2022-04-10 14:29:21 main:574] : INFO : Epoch 1579 | loss: 0.0012554 | val_loss: 0.00125707 | Time: 1955.87 ms [2022-04-10 14:29:23 main:574] : INFO : Epoch 1580 | loss: 0.00127592 | val_loss: 0.00126081 | Time: 1956.67 ms [2022-04-10 14:29:25 main:574] : INFO : Epoch 1581 | loss: 0.00127137 | val_loss: 0.00124554 | Time: 1951.09 ms [2022-04-10 14:29:27 main:574] : INFO : Epoch 1582 | loss: 0.00125088 | val_loss: 0.00124431 | Time: 1939.49 ms [2022-04-10 14:29:29 main:574] : INFO : Epoch 1583 | loss: 0.00124801 | val_loss: 0.00124353 | Time: 1946.81 ms [2022-04-10 14:29:31 main:574] : INFO : Epoch 1584 | loss: 0.00124621 | val_loss: 0.00124092 | Time: 1959.06 ms [2022-04-10 14:29:33 main:574] : INFO : Epoch 1585 | loss: 0.00124361 | val_loss: 0.00124369 | Time: 1964 ms [2022-04-10 14:29:35 main:574] : INFO : Epoch 1586 | loss: 0.00125741 | val_loss: 0.00124346 | Time: 1949.65 ms [2022-04-10 14:29:37 main:574] : INFO : Epoch 1587 | loss: 0.00124646 | val_loss: 0.00123238 | Time: 1958.4 ms [2022-04-10 14:29:39 main:574] : INFO : Epoch 1588 | loss: 0.00124312 | val_loss: 0.00124367 | Time: 1952.5 ms [2022-04-10 14:29:41 main:574] : INFO : Epoch 1589 | loss: 0.0012383 | val_loss: 0.00122642 | Time: 1958.46 ms [2022-04-10 14:29:43 main:574] : INFO : Epoch 1590 | loss: 0.00125309 | val_loss: 0.00124757 | Time: 1958.28 ms [2022-04-10 14:29:45 main:574] : INFO : Epoch 1591 | loss: 0.0012446 | val_loss: 0.00123492 | Time: 1952.58 ms [2022-04-10 14:29:47 main:574] : INFO : Epoch 1592 | loss: 0.0012368 | val_loss: 0.00124412 | Time: 1954.79 ms [2022-04-10 14:29:49 main:574] : INFO : Epoch 1593 | loss: 0.00123857 | val_loss: 0.00123449 | Time: 1947.63 ms [2022-04-10 14:29:51 main:574] : INFO : Epoch 1594 | loss: 0.00123497 | val_loss: 0.00123556 | Time: 1955.72 ms [2022-04-10 14:29:53 main:574] : INFO : Epoch 1595 | loss: 0.00122862 | val_loss: 0.00123838 | Time: 1948.29 ms [2022-04-10 14:29:55 main:574] : INFO : Epoch 1596 | loss: 0.00122887 | val_loss: 0.00121711 | Time: 1967.41 ms [2022-04-10 14:29:56 main:574] : INFO : Epoch 1597 | loss: 0.00123004 | val_loss: 0.00121056 | Time: 1952.67 ms [2022-04-10 14:29:58 main:574] : INFO : Epoch 1598 | loss: 0.0012927 | val_loss: 0.00122492 | Time: 1953.47 ms [2022-04-10 14:30:00 main:574] : INFO : Epoch 1599 | loss: 0.00130835 | val_loss: 0.00138736 | Time: 1958.65 ms [2022-04-10 14:30:02 main:574] : INFO : Epoch 1600 | loss: 0.00136739 | val_loss: 0.00122099 | Time: 1960.74 ms [2022-04-10 14:30:04 main:574] : INFO : Epoch 1601 | loss: 0.0012558 | val_loss: 0.00121459 | Time: 1957.4 ms [2022-04-10 14:30:06 main:574] : INFO : Epoch 1602 | loss: 0.00121538 | val_loss: 0.00121175 | Time: 1948.53 ms [2022-04-10 14:30:08 main:574] : INFO : Epoch 1603 | loss: 0.00120557 | val_loss: 0.00120108 | Time: 1957.66 ms [2022-04-10 14:30:10 main:574] : INFO : Epoch 1604 | loss: 0.001205 | val_loss: 0.00119816 | Time: 1949.78 ms [2022-04-10 14:30:12 main:574] : INFO : Epoch 1605 | loss: 0.00120276 | val_loss: 0.00119708 | Time: 1965.98 ms [2022-04-10 14:30:14 main:574] : INFO : Epoch 1606 | loss: 0.00119774 | val_loss: 0.00118858 | Time: 1956.46 ms [2022-04-10 14:30:16 main:574] : INFO : Epoch 1607 | loss: 0.00121399 | val_loss: 0.00119126 | Time: 1955.46 ms [2022-04-10 14:30:18 main:574] : INFO : Epoch 1608 | loss: 0.00134184 | val_loss: 0.00223836 | Time: 1951.66 ms [2022-04-10 14:30:20 main:574] : INFO : Epoch 1609 | loss: 0.00183284 | val_loss: 0.00204615 | Time: 1967.41 ms [2022-04-10 14:30:22 main:574] : INFO : Epoch 1610 | loss: 0.00153504 | val_loss: 0.00135209 | Time: 1959.36 ms [2022-04-10 14:30:24 main:574] : INFO : Epoch 1611 | loss: 0.00126346 | val_loss: 0.00123236 | Time: 1992.45 ms [2022-04-10 14:30:26 main:574] : INFO : Epoch 1612 | loss: 0.00121111 | val_loss: 0.00120592 | Time: 1946.58 ms [2022-04-10 14:30:28 main:574] : INFO : Epoch 1613 | loss: 0.00119627 | val_loss: 0.00118104 | Time: 1998.14 ms [2022-04-10 14:30:30 main:574] : INFO : Epoch 1614 | loss: 0.00119585 | val_loss: 0.00121471 | Time: 1961.93 ms [2022-04-10 14:30:32 main:574] : INFO : Epoch 1615 | loss: 0.00120266 | val_loss: 0.00119533 | Time: 1957.38 ms [2022-04-10 14:30:34 main:574] : INFO : Epoch 1616 | loss: 0.00118867 | val_loss: 0.00118388 | Time: 1955.92 ms [2022-04-10 14:30:36 main:574] : INFO : Epoch 1617 | loss: 0.00118936 | val_loss: 0.00119115 | Time: 1952.24 ms [2022-04-10 14:30:38 main:574] : INFO : Epoch 1618 | loss: 0.00118302 | val_loss: 0.00117292 | Time: 1957.38 ms [2022-04-10 14:30:40 main:574] : INFO : Epoch 1619 | loss: 0.00118447 | val_loss: 0.00117251 | Time: 1953.38 ms [2022-04-10 14:30:42 main:574] : INFO : Epoch 1620 | loss: 0.00118339 | val_loss: 0.00117864 | Time: 1955.18 ms [2022-04-10 14:30:44 main:574] : INFO : Epoch 1621 | loss: 0.00117644 | val_loss: 0.00116767 | Time: 1956.69 ms [2022-04-10 14:30:46 main:574] : INFO : Epoch 1622 | loss: 0.00117472 | val_loss: 0.0011694 | Time: 2019.2 ms [2022-04-10 14:30:48 main:574] : INFO : Epoch 1623 | loss: 0.00118158 | val_loss: 0.00117703 | Time: 2140.06 ms [2022-04-10 14:30:50 main:574] : INFO : Epoch 1624 | loss: 0.0012115 | val_loss: 0.00120003 | Time: 1952.04 ms [2022-04-10 14:30:52 main:574] : INFO : Epoch 1625 | loss: 0.00149406 | val_loss: 0.00242055 | Time: 1948.05 ms [2022-04-10 14:30:54 main:574] : INFO : Epoch 1626 | loss: 0.00520639 | val_loss: 0.0362778 | Time: 1953.16 ms [2022-04-10 14:30:56 main:574] : INFO : Epoch 1627 | loss: 0.0203781 | val_loss: 0.0062653 | Time: 1953.64 ms [2022-04-10 14:30:58 main:574] : INFO : Epoch 1628 | loss: 0.00432032 | val_loss: 0.00301628 | Time: 1956.12 ms [2022-04-10 14:31:00 main:574] : INFO : Epoch 1629 | loss: 0.00220792 | val_loss: 0.00166381 | Time: 1942.63 ms [2022-04-10 14:31:02 main:574] : INFO : Epoch 1630 | loss: 0.00157738 | val_loss: 0.00146509 | Time: 1951.58 ms [2022-04-10 14:31:04 main:574] : INFO : Epoch 1631 | loss: 0.0013942 | val_loss: 0.00132715 | Time: 1951.45 ms [2022-04-10 14:31:06 main:574] : INFO : Epoch 1632 | loss: 0.00131407 | val_loss: 0.0012828 | Time: 1951.64 ms [2022-04-10 14:31:08 main:574] : INFO : Epoch 1633 | loss: 0.00128111 | val_loss: 0.00125826 | Time: 1953.16 ms [2022-04-10 14:31:10 main:574] : INFO : Epoch 1634 | loss: 0.0012577 | val_loss: 0.00124115 | Time: 1947.39 ms [2022-04-10 14:31:11 main:574] : INFO : Epoch 1635 | loss: 0.00124811 | val_loss: 0.00123567 | Time: 1954.21 ms [2022-04-10 14:31:13 main:574] : INFO : Epoch 1636 | loss: 0.00124059 | val_loss: 0.00122668 | Time: 1950.09 ms [2022-04-10 14:31:15 main:574] : INFO : Epoch 1637 | loss: 0.00122741 | val_loss: 0.00121489 | Time: 1941 ms [2022-04-10 14:31:17 main:574] : INFO : Epoch 1638 | loss: 0.00122701 | val_loss: 0.00122756 | Time: 1960.6 ms [2022-04-10 14:31:19 main:574] : INFO : Epoch 1639 | loss: 0.00122069 | val_loss: 0.00120358 | Time: 1953.82 ms [2022-04-10 14:31:21 main:574] : INFO : Epoch 1640 | loss: 0.00121403 | val_loss: 0.00120523 | Time: 1949.3 ms [2022-04-10 14:31:23 main:574] : INFO : Epoch 1641 | loss: 0.00120956 | val_loss: 0.00119984 | Time: 1950.53 ms [2022-04-10 14:31:25 main:574] : INFO : Epoch 1642 | loss: 0.00120507 | val_loss: 0.00119679 | Time: 1952.06 ms [2022-04-10 14:31:27 main:574] : INFO : Epoch 1643 | loss: 0.00120223 | val_loss: 0.00119552 | Time: 1961.89 ms [2022-04-10 14:31:29 main:574] : INFO : Epoch 1644 | loss: 0.00119907 | val_loss: 0.00118746 | Time: 1952 ms [2022-04-10 14:31:31 main:574] : INFO : Epoch 1645 | loss: 0.00119322 | val_loss: 0.00118653 | Time: 1959.96 ms [2022-04-10 14:31:33 main:574] : INFO : Epoch 1646 | loss: 0.0011919 | val_loss: 0.00118742 | Time: 1951.64 ms [2022-04-10 14:31:35 main:574] : INFO : Epoch 1647 | loss: 0.00119275 | val_loss: 0.00118835 | Time: 1954.71 ms [2022-04-10 14:31:37 main:574] : INFO : Epoch 1648 | loss: 0.00119902 | val_loss: 0.00118331 | Time: 1945.38 ms [2022-04-10 14:31:39 main:574] : INFO : Epoch 1649 | loss: 0.00119623 | val_loss: 0.00119359 | Time: 1957.8 ms [2022-04-10 14:31:41 main:574] : INFO : Epoch 1650 | loss: 0.00118909 | val_loss: 0.00118687 | Time: 1968.69 ms [2022-04-10 14:31:43 main:574] : INFO : Epoch 1651 | loss: 0.00118 | val_loss: 0.00117007 | Time: 1957.73 ms [2022-04-10 14:31:45 main:574] : INFO : Epoch 1652 | loss: 0.00117886 | val_loss: 0.00117336 | Time: 1956.15 ms [2022-04-10 14:31:47 main:574] : INFO : Epoch 1653 | loss: 0.00117651 | val_loss: 0.00118384 | Time: 1952.96 ms [2022-04-10 14:31:49 main:574] : INFO : Epoch 1654 | loss: 0.00117769 | val_loss: 0.00116866 | Time: 1966.86 ms [2022-04-10 14:31:51 main:574] : INFO : Epoch 1655 | loss: 0.00117269 | val_loss: 0.00116571 | Time: 1960.26 ms [2022-04-10 14:31:53 main:574] : INFO : Epoch 1656 | loss: 0.00116724 | val_loss: 0.00116366 | Time: 1949.85 ms [2022-04-10 14:31:55 main:574] : INFO : Epoch 1657 | loss: 0.00116475 | val_loss: 0.00114924 | Time: 1950.42 ms [2022-04-10 14:31:57 main:574] : INFO : Epoch 1658 | loss: 0.00115433 | val_loss: 0.00114627 | Time: 1956.65 ms [2022-04-10 14:31:59 main:574] : INFO : Epoch 1659 | loss: 0.00115271 | val_loss: 0.00115053 | Time: 1958.01 ms [2022-04-10 14:32:01 main:574] : INFO : Epoch 1660 | loss: 0.00125361 | val_loss: 0.00123608 | Time: 1949.62 ms [2022-04-10 14:32:03 main:574] : INFO : Epoch 1661 | loss: 0.00121608 | val_loss: 0.00117013 | Time: 1957.49 ms [2022-04-10 14:32:05 main:574] : INFO : Epoch 1662 | loss: 0.00116648 | val_loss: 0.00114634 | Time: 1963 ms [2022-04-10 14:32:06 main:574] : INFO : Epoch 1663 | loss: 0.00115279 | val_loss: 0.00114815 | Time: 1947.59 ms [2022-04-10 14:32:08 main:574] : INFO : Epoch 1664 | loss: 0.00113814 | val_loss: 0.00113356 | Time: 1957.45 ms [2022-04-10 14:32:10 main:574] : INFO : Epoch 1665 | loss: 0.00114034 | val_loss: 0.00113091 | Time: 1950.57 ms [2022-04-10 14:32:12 main:574] : INFO : Epoch 1666 | loss: 0.0011346 | val_loss: 0.00112697 | Time: 1953.12 ms [2022-04-10 14:32:14 main:574] : INFO : Epoch 1667 | loss: 0.00113306 | val_loss: 0.00111806 | Time: 1956.05 ms [2022-04-10 14:32:16 main:574] : INFO : Epoch 1668 | loss: 0.0011264 | val_loss: 0.00111943 | Time: 1944.13 ms [2022-04-10 14:32:18 main:574] : INFO : Epoch 1669 | loss: 0.00113587 | val_loss: 0.00128764 | Time: 1944.88 ms [2022-04-10 14:32:20 main:574] : INFO : Epoch 1670 | loss: 0.00126554 | val_loss: 0.00137186 | Time: 1951.08 ms [2022-04-10 14:32:22 main:574] : INFO : Epoch 1671 | loss: 0.0016554 | val_loss: 0.00154567 | Time: 1951.78 ms [2022-04-10 14:32:24 main:574] : INFO : Epoch 1672 | loss: 0.00134019 | val_loss: 0.00120147 | Time: 1941.34 ms [2022-04-10 14:32:26 main:574] : INFO : Epoch 1673 | loss: 0.00115937 | val_loss: 0.0011267 | Time: 1954.96 ms [2022-04-10 14:32:28 main:574] : INFO : Epoch 1674 | loss: 0.00112105 | val_loss: 0.00110502 | Time: 1959.94 ms [2022-04-10 14:32:30 main:574] : INFO : Epoch 1675 | loss: 0.00111158 | val_loss: 0.0011036 | Time: 1956.55 ms [2022-04-10 14:32:32 main:574] : INFO : Epoch 1676 | loss: 0.00110566 | val_loss: 0.00109742 | Time: 1946.25 ms [2022-04-10 14:32:34 main:574] : INFO : Epoch 1677 | loss: 0.00110244 | val_loss: 0.00109575 | Time: 1953.42 ms [2022-04-10 14:32:36 main:574] : INFO : Epoch 1678 | loss: 0.00110024 | val_loss: 0.00109586 | Time: 1952.92 ms [2022-04-10 14:32:38 main:574] : INFO : Epoch 1679 | loss: 0.00109904 | val_loss: 0.00108682 | Time: 1950.12 ms [2022-04-10 14:32:40 main:574] : INFO : Epoch 1680 | loss: 0.00109122 | val_loss: 0.00108577 | Time: 1957.97 ms [2022-04-10 14:32:42 main:574] : INFO : Epoch 1681 | loss: 0.00109553 | val_loss: 0.00109074 | Time: 1959.44 ms [2022-04-10 14:32:44 main:574] : INFO : Epoch 1682 | loss: 0.00109105 | val_loss: 0.00108025 | Time: 1953.58 ms [2022-04-10 14:32:46 main:574] : INFO : Epoch 1683 | loss: 0.00109136 | val_loss: 0.00108827 | Time: 1951.64 ms [2022-04-10 14:32:48 main:574] : INFO : Epoch 1684 | loss: 0.00108545 | val_loss: 0.00108836 | Time: 1946.67 ms [2022-04-10 14:32:50 main:574] : INFO : Epoch 1685 | loss: 0.00108821 | val_loss: 0.00109141 | Time: 1958.07 ms [2022-04-10 14:32:52 main:574] : INFO : Epoch 1686 | loss: 0.00108801 | val_loss: 0.00108889 | Time: 1952.42 ms [2022-04-10 14:32:54 main:574] : INFO : Epoch 1687 | loss: 0.00109812 | val_loss: 0.00114969 | Time: 1957.69 ms [2022-04-10 14:32:55 main:574] : INFO : Epoch 1688 | loss: 0.00135526 | val_loss: 0.00165652 | Time: 1955.76 ms [2022-04-10 14:32:57 main:574] : INFO : Epoch 1689 | loss: 0.00128194 | val_loss: 0.00113548 | Time: 1953.92 ms [2022-04-10 14:32:59 main:574] : INFO : Epoch 1690 | loss: 0.00125854 | val_loss: 0.00131054 | Time: 1950.78 ms [2022-04-10 14:33:01 main:574] : INFO : Epoch 1691 | loss: 0.00115453 | val_loss: 0.00109414 | Time: 1945.12 ms [2022-04-10 14:33:03 main:574] : INFO : Epoch 1692 | loss: 0.00110437 | val_loss: 0.00109237 | Time: 1970.35 ms [2022-04-10 14:33:05 main:574] : INFO : Epoch 1693 | loss: 0.00109697 | val_loss: 0.00108626 | Time: 1958.32 ms [2022-04-10 14:33:07 main:574] : INFO : Epoch 1694 | loss: 0.00107612 | val_loss: 0.00107635 | Time: 1955.31 ms [2022-04-10 14:33:09 main:574] : INFO : Epoch 1695 | loss: 0.00107073 | val_loss: 0.00105992 | Time: 1949.36 ms [2022-04-10 14:33:11 main:574] : INFO : Epoch 1696 | loss: 0.00106965 | val_loss: 0.00106748 | Time: 1960.62 ms [2022-04-10 14:33:13 main:574] : INFO : Epoch 1697 | loss: 0.00106702 | val_loss: 0.00105062 | Time: 1962.36 ms [2022-04-10 14:33:15 main:574] : INFO : Epoch 1698 | loss: 0.00106722 | val_loss: 0.00105085 | Time: 1949.77 ms [2022-04-10 14:33:17 main:574] : INFO : Epoch 1699 | loss: 0.00106941 | val_loss: 0.00107613 | Time: 1960.37 ms [2022-04-10 14:33:19 main:574] : INFO : Epoch 1700 | loss: 0.00107815 | val_loss: 0.00107796 | Time: 1946.46 ms [2022-04-10 14:33:21 main:574] : INFO : Epoch 1701 | loss: 0.00106364 | val_loss: 0.00105712 | Time: 1958.25 ms [2022-04-10 14:33:23 main:574] : INFO : Epoch 1702 | loss: 0.00106451 | val_loss: 0.00105378 | Time: 1940.15 ms [2022-04-10 14:33:25 main:574] : INFO : Epoch 1703 | loss: 0.0010575 | val_loss: 0.00105024 | Time: 1956.76 ms [2022-04-10 14:33:27 main:574] : INFO : Epoch 1704 | loss: 0.00105462 | val_loss: 0.00104714 | Time: 1945.22 ms [2022-04-10 14:33:29 main:574] : INFO : Epoch 1705 | loss: 0.00105176 | val_loss: 0.00104547 | Time: 1954.09 ms [2022-04-10 14:33:31 main:574] : INFO : Epoch 1706 | loss: 0.00105594 | val_loss: 0.00104365 | Time: 1964.4 ms [2022-04-10 14:33:33 main:574] : INFO : Epoch 1707 | loss: 0.00104668 | val_loss: 0.00104904 | Time: 1954.3 ms [2022-04-10 14:33:35 main:574] : INFO : Epoch 1708 | loss: 0.00107255 | val_loss: 0.00105441 | Time: 1948.78 ms [2022-04-10 14:33:37 main:574] : INFO : Epoch 1709 | loss: 0.00106451 | val_loss: 0.0010463 | Time: 1960.11 ms [2022-04-10 14:33:39 main:574] : INFO : Epoch 1710 | loss: 0.00115491 | val_loss: 0.0016984 | Time: 1951.79 ms [2022-04-10 14:33:41 main:574] : INFO : Epoch 1711 | loss: 0.00118998 | val_loss: 0.00109164 | Time: 1935.42 ms [2022-04-10 14:33:43 main:574] : INFO : Epoch 1712 | loss: 0.00108147 | val_loss: 0.00106774 | Time: 1952.5 ms [2022-04-10 14:33:45 main:574] : INFO : Epoch 1713 | loss: 0.00105386 | val_loss: 0.00104882 | Time: 1957.97 ms [2022-04-10 14:33:47 main:574] : INFO : Epoch 1714 | loss: 0.0010384 | val_loss: 0.00103283 | Time: 1950.27 ms [2022-04-10 14:33:49 main:574] : INFO : Epoch 1715 | loss: 0.00102674 | val_loss: 0.0010187 | Time: 1951.14 ms [2022-04-10 14:33:50 main:574] : INFO : Epoch 1716 | loss: 0.00104805 | val_loss: 0.00109643 | Time: 1949.39 ms [2022-04-10 14:33:52 main:574] : INFO : Epoch 1717 | loss: 0.00104831 | val_loss: 0.00102667 | Time: 1984.72 ms [2022-04-10 14:33:54 main:574] : INFO : Epoch 1718 | loss: 0.00102316 | val_loss: 0.00101771 | Time: 1943.77 ms [2022-04-10 14:33:56 main:574] : INFO : Epoch 1719 | loss: 0.00105793 | val_loss: 0.00157733 | Time: 1946.28 ms [2022-04-10 14:33:58 main:574] : INFO : Epoch 1720 | loss: 0.00141082 | val_loss: 0.00143025 | Time: 1951.24 ms [2022-04-10 14:34:00 main:574] : INFO : Epoch 1721 | loss: 0.00115709 | val_loss: 0.00103062 | Time: 1929.13 ms [2022-04-10 14:34:02 main:574] : INFO : Epoch 1722 | loss: 0.0010475 | val_loss: 0.001016 | Time: 1949.4 ms [2022-04-10 14:34:04 main:574] : INFO : Epoch 1723 | loss: 0.00101888 | val_loss: 0.00100001 | Time: 1946.79 ms [2022-04-10 14:34:06 main:574] : INFO : Epoch 1724 | loss: 0.00101276 | val_loss: 0.00100549 | Time: 1951.24 ms [2022-04-10 14:34:08 main:574] : INFO : Epoch 1725 | loss: 0.00100616 | val_loss: 0.00100783 | Time: 1954.45 ms [2022-04-10 14:34:10 main:574] : INFO : Epoch 1726 | loss: 0.00100339 | val_loss: 0.000996566 | Time: 1951.25 ms [2022-04-10 14:34:12 main:574] : INFO : Epoch 1727 | loss: 0.0010074 | val_loss: 0.0010153 | Time: 1955.75 ms [2022-04-10 14:34:14 main:574] : INFO : Epoch 1728 | loss: 0.0010191 | val_loss: 0.00102092 | Time: 1948.39 ms [2022-04-10 14:34:16 main:574] : INFO : Epoch 1729 | loss: 0.00101788 | val_loss: 0.0010411 | Time: 1955.01 ms [2022-04-10 14:34:18 main:574] : INFO : Epoch 1730 | loss: 0.00107324 | val_loss: 0.00103918 | Time: 1951.18 ms [2022-04-10 14:34:20 main:574] : INFO : Epoch 1731 | loss: 0.00104831 | val_loss: 0.00101091 | Time: 1950.19 ms [2022-04-10 14:34:22 main:574] : INFO : Epoch 1732 | loss: 0.00101776 | val_loss: 0.000995022 | Time: 1948.71 ms [2022-04-10 14:34:24 main:574] : INFO : Epoch 1733 | loss: 0.00100218 | val_loss: 0.00098864 | Time: 1947.45 ms [2022-04-10 14:34:26 main:574] : INFO : Epoch 1734 | loss: 0.00100602 | val_loss: 0.00100553 | Time: 1959.94 ms [2022-04-10 14:34:28 main:574] : INFO : Epoch 1735 | loss: 0.00104714 | val_loss: 0.00106334 | Time: 1953.63 ms [2022-04-10 14:34:30 main:574] : INFO : Epoch 1736 | loss: 0.00101084 | val_loss: 0.000983058 | Time: 1950.29 ms [2022-04-10 14:34:32 main:574] : INFO : Epoch 1737 | loss: 0.000986273 | val_loss: 0.000978947 | Time: 1949.69 ms [2022-04-10 14:34:34 main:574] : INFO : Epoch 1738 | loss: 0.000981104 | val_loss: 0.000985579 | Time: 1951.33 ms [2022-04-10 14:34:36 main:574] : INFO : Epoch 1739 | loss: 0.000984528 | val_loss: 0.000997425 | Time: 1945.4 ms [2022-04-10 14:34:38 main:574] : INFO : Epoch 1740 | loss: 0.000984083 | val_loss: 0.000969522 | Time: 1956.09 ms [2022-04-10 14:34:40 main:574] : INFO : Epoch 1741 | loss: 0.000980498 | val_loss: 0.000973924 | Time: 1956.28 ms [2022-04-10 14:34:41 main:574] : INFO : Epoch 1742 | loss: 0.000988446 | val_loss: 0.00097146 | Time: 1940.66 ms [2022-04-10 14:34:43 main:574] : INFO : Epoch 1743 | loss: 0.000977334 | val_loss: 0.000972077 | Time: 1951.98 ms [2022-04-10 14:34:45 main:574] : INFO : Epoch 1744 | loss: 0.00104742 | val_loss: 0.00166796 | Time: 1954.44 ms [2022-04-10 14:34:47 main:574] : INFO : Epoch 1745 | loss: 0.00241722 | val_loss: 0.00189437 | Time: 1957.67 ms [2022-04-10 14:34:49 main:574] : INFO : Epoch 1746 | loss: 0.00158408 | val_loss: 0.00122765 | Time: 1958.15 ms [2022-04-10 14:34:51 main:574] : INFO : Epoch 1747 | loss: 0.00115787 | val_loss: 0.00104729 | Time: 1944.27 ms [2022-04-10 14:34:53 main:574] : INFO : Epoch 1748 | loss: 0.00104644 | val_loss: 0.00100327 | Time: 1953.6 ms [2022-04-10 14:34:55 main:574] : INFO : Epoch 1749 | loss: 0.00100171 | val_loss: 0.000988182 | Time: 1947.5 ms [2022-04-10 14:34:57 main:574] : INFO : Epoch 1750 | loss: 0.000993665 | val_loss: 0.000959696 | Time: 1943.63 ms [2022-04-10 14:34:59 main:574] : INFO : Epoch 1751 | loss: 0.000974498 | val_loss: 0.000961353 | Time: 1956.22 ms [2022-04-10 14:35:01 main:574] : INFO : Epoch 1752 | loss: 0.00096796 | val_loss: 0.000966613 | Time: 2013.72 ms [2022-04-10 14:35:03 main:574] : INFO : Epoch 1753 | loss: 0.000963759 | val_loss: 0.000954459 | Time: 1958.45 ms [2022-04-10 14:35:05 main:574] : INFO : Epoch 1754 | loss: 0.00095997 | val_loss: 0.000962005 | Time: 1957.22 ms [2022-04-10 14:35:07 main:574] : INFO : Epoch 1755 | loss: 0.000967617 | val_loss: 0.000953231 | Time: 1963.49 ms [2022-04-10 14:35:09 main:574] : INFO : Epoch 1756 | loss: 0.000956069 | val_loss: 0.000956214 | Time: 1951.66 ms [2022-04-10 14:35:11 main:574] : INFO : Epoch 1757 | loss: 0.000959846 | val_loss: 0.000964498 | Time: 1947.83 ms [2022-04-10 14:35:13 main:574] : INFO : Epoch 1758 | loss: 0.000969872 | val_loss: 0.000953987 | Time: 1951.35 ms [2022-04-10 14:35:15 main:574] : INFO : Epoch 1759 | loss: 0.00095442 | val_loss: 0.000943922 | Time: 1946.03 ms [2022-04-10 14:35:17 main:574] : INFO : Epoch 1760 | loss: 0.000947537 | val_loss: 0.000949169 | Time: 1961.7 ms [2022-04-10 14:35:19 main:574] : INFO : Epoch 1761 | loss: 0.000953412 | val_loss: 0.000958281 | Time: 1955.18 ms [2022-04-10 14:35:21 main:574] : INFO : Epoch 1762 | loss: 0.00095749 | val_loss: 0.000945814 | Time: 1955.2 ms [2022-04-10 14:35:23 main:574] : INFO : Epoch 1763 | loss: 0.000993645 | val_loss: 0.00135288 | Time: 1950.55 ms [2022-04-10 14:35:25 main:574] : INFO : Epoch 1764 | loss: 0.00138307 | val_loss: 0.00123084 | Time: 1953.81 ms [2022-04-10 14:35:27 main:574] : INFO : Epoch 1765 | loss: 0.00112721 | val_loss: 0.0010728 | Time: 1965.54 ms [2022-04-10 14:35:29 main:574] : INFO : Epoch 1766 | loss: 0.00105631 | val_loss: 0.00100934 | Time: 1963.02 ms [2022-04-10 14:35:31 main:574] : INFO : Epoch 1767 | loss: 0.00100417 | val_loss: 0.000943808 | Time: 1950.93 ms [2022-04-10 14:35:33 main:574] : INFO : Epoch 1768 | loss: 0.000984688 | val_loss: 0.000952115 | Time: 1949.86 ms [2022-04-10 14:35:35 main:574] : INFO : Epoch 1769 | loss: 0.000952904 | val_loss: 0.000933428 | Time: 1971.35 ms [2022-04-10 14:35:36 main:574] : INFO : Epoch 1770 | loss: 0.000942904 | val_loss: 0.00093997 | Time: 1957.65 ms [2022-04-10 14:35:38 main:574] : INFO : Epoch 1771 | loss: 0.000935077 | val_loss: 0.000930444 | Time: 1947.19 ms [2022-04-10 14:35:40 main:574] : INFO : Epoch 1772 | loss: 0.000937326 | val_loss: 0.000923006 | Time: 1958.98 ms [2022-04-10 14:35:42 main:574] : INFO : Epoch 1773 | loss: 0.000951569 | val_loss: 0.000993394 | Time: 1956.46 ms [2022-04-10 14:35:44 main:574] : INFO : Epoch 1774 | loss: 0.000951055 | val_loss: 0.000919192 | Time: 1955.57 ms [2022-04-10 14:35:46 main:574] : INFO : Epoch 1775 | loss: 0.000930896 | val_loss: 0.000927961 | Time: 1956.69 ms [2022-04-10 14:35:48 main:574] : INFO : Epoch 1776 | loss: 0.000957007 | val_loss: 0.000924025 | Time: 1953.36 ms [2022-04-10 14:35:50 main:574] : INFO : Epoch 1777 | loss: 0.000930064 | val_loss: 0.000937379 | Time: 1958.77 ms [2022-04-10 14:35:52 main:574] : INFO : Epoch 1778 | loss: 0.000922627 | val_loss: 0.000917853 | Time: 1956.84 ms [2022-04-10 14:35:54 main:574] : INFO : Epoch 1779 | loss: 0.000920396 | val_loss: 0.000917839 | Time: 1962.35 ms [2022-04-10 14:35:56 main:574] : INFO : Epoch 1780 | loss: 0.000923548 | val_loss: 0.000916284 | Time: 1954.5 ms [2022-04-10 14:35:58 main:574] : INFO : Epoch 1781 | loss: 0.000915973 | val_loss: 0.000911051 | Time: 1959.94 ms [2022-04-10 14:36:00 main:574] : INFO : Epoch 1782 | loss: 0.000916247 | val_loss: 0.000971404 | Time: 1959.75 ms [2022-04-10 14:36:02 main:574] : INFO : Epoch 1783 | loss: 0.000972236 | val_loss: 0.00094158 | Time: 1956.09 ms [2022-04-10 14:36:04 main:574] : INFO : Epoch 1784 | loss: 0.000939487 | val_loss: 0.000909044 | Time: 1956.68 ms [2022-04-10 14:36:06 main:574] : INFO : Epoch 1785 | loss: 0.00148119 | val_loss: 0.00200494 | Time: 1950.09 ms [2022-04-10 14:36:08 main:574] : INFO : Epoch 1786 | loss: 0.00135051 | val_loss: 0.000988509 | Time: 1953.79 ms [2022-04-10 14:36:10 main:574] : INFO : Epoch 1787 | loss: 0.00104236 | val_loss: 0.00100141 | Time: 1951.09 ms [2022-04-10 14:36:12 main:574] : INFO : Epoch 1788 | loss: 0.000961369 | val_loss: 0.000922164 | Time: 1954.29 ms [2022-04-10 14:36:14 main:574] : INFO : Epoch 1789 | loss: 0.000928383 | val_loss: 0.000906172 | Time: 1962.48 ms [2022-04-10 14:36:16 main:574] : INFO : Epoch 1790 | loss: 0.00091297 | val_loss: 0.000897522 | Time: 1956.67 ms [2022-04-10 14:36:18 main:574] : INFO : Epoch 1791 | loss: 0.000903421 | val_loss: 0.00090898 | Time: 1954.55 ms [2022-04-10 14:36:20 main:574] : INFO : Epoch 1792 | loss: 0.000919068 | val_loss: 0.000893502 | Time: 1955.27 ms [2022-04-10 14:36:22 main:574] : INFO : Epoch 1793 | loss: 0.000928237 | val_loss: 0.000942849 | Time: 1955.62 ms [2022-04-10 14:36:24 main:574] : INFO : Epoch 1794 | loss: 0.000915916 | val_loss: 0.000904606 | Time: 1953.46 ms [2022-04-10 14:36:26 main:574] : INFO : Epoch 1795 | loss: 0.000926159 | val_loss: 0.000887537 | Time: 1954.82 ms [2022-04-10 14:36:27 main:574] : INFO : Epoch 1796 | loss: 0.000896202 | val_loss: 0.000889936 | Time: 1959.64 ms [2022-04-10 14:36:29 main:574] : INFO : Epoch 1797 | loss: 0.000891046 | val_loss: 0.000886212 | Time: 1957.36 ms [2022-04-10 14:36:31 main:574] : INFO : Epoch 1798 | loss: 0.000888503 | val_loss: 0.000901923 | Time: 1956.22 ms [2022-04-10 14:36:33 main:574] : INFO : Epoch 1799 | loss: 0.000893343 | val_loss: 0.000904074 | Time: 1959.21 ms [2022-04-10 14:36:35 main:574] : INFO : Epoch 1800 | loss: 0.000891968 | val_loss: 0.00088487 | Time: 1948.83 ms [2022-04-10 14:36:37 main:574] : INFO : Epoch 1801 | loss: 0.00089361 | val_loss: 0.000918899 | Time: 1949.87 ms [2022-04-10 14:36:39 main:574] : INFO : Epoch 1802 | loss: 0.000894666 | val_loss: 0.00088742 | Time: 1948 ms [2022-04-10 14:36:41 main:574] : INFO : Epoch 1803 | loss: 0.000875927 | val_loss: 0.000867627 | Time: 1962.63 ms [2022-04-10 14:36:43 main:574] : INFO : Epoch 1804 | loss: 0.000890361 | val_loss: 0.00092531 | Time: 1953.05 ms [2022-04-10 14:36:45 main:574] : INFO : Epoch 1805 | loss: 0.000887655 | val_loss: 0.000869713 | Time: 1957.35 ms [2022-04-10 14:36:47 main:574] : INFO : Epoch 1806 | loss: 0.000871735 | val_loss: 0.00087382 | Time: 1954.29 ms [2022-04-10 14:36:49 main:574] : INFO : Epoch 1807 | loss: 0.000856841 | val_loss: 0.00084656 | Time: 1951.53 ms [2022-04-10 14:36:51 main:574] : INFO : Epoch 1808 | loss: 0.000848373 | val_loss: 0.00084398 | Time: 1951.36 ms [2022-04-10 14:36:53 main:574] : INFO : Epoch 1809 | loss: 0.000851749 | val_loss: 0.000869696 | Time: 1938.69 ms [2022-04-10 14:36:55 main:574] : INFO : Epoch 1810 | loss: 0.000923185 | val_loss: 0.000898364 | Time: 1951.78 ms [2022-04-10 14:36:57 main:574] : INFO : Epoch 1811 | loss: 0.000876221 | val_loss: 0.000859005 | Time: 1953.18 ms [2022-04-10 14:36:59 main:574] : INFO : Epoch 1812 | loss: 0.000870516 | val_loss: 0.000874063 | Time: 1957.56 ms [2022-04-10 14:37:01 main:574] : INFO : Epoch 1813 | loss: 0.000873442 | val_loss: 0.000856976 | Time: 1963.28 ms [2022-04-10 14:37:03 main:574] : INFO : Epoch 1814 | loss: 0.000887592 | val_loss: 0.000994433 | Time: 1967.21 ms [2022-04-10 14:37:05 main:574] : INFO : Epoch 1815 | loss: 0.00147874 | val_loss: 0.00271497 | Time: 1954.92 ms [2022-04-10 14:37:07 main:574] : INFO : Epoch 1816 | loss: 0.0101764 | val_loss: 0.00798578 | Time: 1955.03 ms [2022-04-10 14:37:09 main:574] : INFO : Epoch 1817 | loss: 0.00558571 | val_loss: 0.00398779 | Time: 1959.4 ms [2022-04-10 14:37:11 main:574] : INFO : Epoch 1818 | loss: 0.00343549 | val_loss: 0.00295983 | Time: 1959.54 ms [2022-04-10 14:37:13 main:574] : INFO : Epoch 1819 | loss: 0.00280664 | val_loss: 0.0025921 | Time: 1944.48 ms [2022-04-10 14:37:14 main:574] : INFO : Epoch 1820 | loss: 0.00258188 | val_loss: 0.00247662 | Time: 1952.35 ms [2022-04-10 14:37:16 main:574] : INFO : Epoch 1821 | loss: 0.00247987 | val_loss: 0.00236452 | Time: 1950.91 ms [2022-04-10 14:37:18 main:574] : INFO : Epoch 1822 | loss: 0.00237232 | val_loss: 0.00231076 | Time: 1964.85 ms [2022-04-10 14:37:20 main:574] : INFO : Epoch 1823 | loss: 0.0023035 | val_loss: 0.00225616 | Time: 1952.11 ms [2022-04-10 14:37:22 main:574] : INFO : Epoch 1824 | loss: 0.00184767 | val_loss: 0.0012759 | Time: 1956.4 ms [2022-04-10 14:37:24 main:574] : INFO : Epoch 1825 | loss: 0.00123034 | val_loss: 0.00116614 | Time: 1967.59 ms [2022-04-10 14:37:26 main:574] : INFO : Epoch 1826 | loss: 0.00116065 | val_loss: 0.00111571 | Time: 1956.27 ms [2022-04-10 14:37:28 main:574] : INFO : Epoch 1827 | loss: 0.00111366 | val_loss: 0.00108909 | Time: 1963.62 ms [2022-04-10 14:37:30 main:574] : INFO : Epoch 1828 | loss: 0.00109623 | val_loss: 0.00107674 | Time: 1951.77 ms [2022-04-10 14:37:32 main:574] : INFO : Epoch 1829 | loss: 0.00108732 | val_loss: 0.00106453 | Time: 1951.09 ms [2022-04-10 14:37:34 main:574] : INFO : Epoch 1830 | loss: 0.00107696 | val_loss: 0.00105581 | Time: 1954.99 ms [2022-04-10 14:37:36 main:574] : INFO : Epoch 1831 | loss: 0.00106671 | val_loss: 0.00104955 | Time: 1955.68 ms [2022-04-10 14:37:38 main:574] : INFO : Epoch 1832 | loss: 0.00105272 | val_loss: 0.00103021 | Time: 1953.91 ms [2022-04-10 14:37:40 main:574] : INFO : Epoch 1833 | loss: 0.00103809 | val_loss: 0.00102054 | Time: 1948.82 ms [2022-04-10 14:37:42 main:574] : INFO : Epoch 1834 | loss: 0.00102475 | val_loss: 0.00100431 | Time: 1956.03 ms [2022-04-10 14:37:44 main:574] : INFO : Epoch 1835 | loss: 0.00101526 | val_loss: 0.000998456 | Time: 1952.76 ms [2022-04-10 14:37:46 main:574] : INFO : Epoch 1836 | loss: 0.00100922 | val_loss: 0.000990497 | Time: 1954.91 ms [2022-04-10 14:37:48 main:574] : INFO : Epoch 1837 | loss: 0.000999857 | val_loss: 0.000981964 | Time: 1954.6 ms [2022-04-10 14:37:50 main:574] : INFO : Epoch 1838 | loss: 0.000995484 | val_loss: 0.000979734 | Time: 1951.27 ms [2022-04-10 14:37:52 main:574] : INFO : Epoch 1839 | loss: 0.00099663 | val_loss: 0.000981695 | Time: 1946.99 ms [2022-04-10 14:37:54 main:574] : INFO : Epoch 1840 | loss: 0.00099462 | val_loss: 0.000974386 | Time: 1951.6 ms [2022-04-10 14:37:56 main:574] : INFO : Epoch 1841 | loss: 0.000989825 | val_loss: 0.000971269 | Time: 1951.41 ms [2022-04-10 14:37:58 main:574] : INFO : Epoch 1842 | loss: 0.00098216 | val_loss: 0.000966728 | Time: 1948.62 ms [2022-04-10 14:38:00 main:574] : INFO : Epoch 1843 | loss: 0.000980095 | val_loss: 0.00096395 | Time: 1968.75 ms [2022-04-10 14:38:02 main:574] : INFO : Epoch 1844 | loss: 0.000979054 | val_loss: 0.000979139 | Time: 1948.96 ms [2022-04-10 14:38:03 main:574] : INFO : Epoch 1845 | loss: 0.000978693 | val_loss: 0.000960128 | Time: 1939.55 ms [2022-04-10 14:38:05 main:574] : INFO : Epoch 1846 | loss: 0.000970373 | val_loss: 0.0009549 | Time: 1963.66 ms [2022-04-10 14:38:07 main:574] : INFO : Epoch 1847 | loss: 0.000969394 | val_loss: 0.000954285 | Time: 1949.71 ms [2022-04-10 14:38:09 main:574] : INFO : Epoch 1848 | loss: 0.000968405 | val_loss: 0.00095175 | Time: 1948.29 ms [2022-04-10 14:38:11 main:574] : INFO : Epoch 1849 | loss: 0.000964396 | val_loss: 0.000954909 | Time: 1958.59 ms [2022-04-10 14:38:13 main:574] : INFO : Epoch 1850 | loss: 0.000967052 | val_loss: 0.000952304 | Time: 1954.52 ms [2022-04-10 14:38:15 main:574] : INFO : Epoch 1851 | loss: 0.000960466 | val_loss: 0.000940981 | Time: 1945.05 ms [2022-04-10 14:38:17 main:574] : INFO : Epoch 1852 | loss: 0.000959657 | val_loss: 0.000940086 | Time: 1961.4 ms [2022-04-10 14:38:19 main:574] : INFO : Epoch 1853 | loss: 0.000956209 | val_loss: 0.000941678 | Time: 1949.3 ms [2022-04-10 14:38:21 main:574] : INFO : Epoch 1854 | loss: 0.000952515 | val_loss: 0.000945424 | Time: 1950.16 ms [2022-04-10 14:38:23 main:574] : INFO : Epoch 1855 | loss: 0.000955767 | val_loss: 0.000939101 | Time: 1968.53 ms [2022-04-10 14:38:25 main:574] : INFO : Epoch 1856 | loss: 0.000952009 | val_loss: 0.000940075 | Time: 1952.9 ms [2022-04-10 14:38:27 main:574] : INFO : Epoch 1857 | loss: 0.000949082 | val_loss: 0.000935971 | Time: 1953.95 ms [2022-04-10 14:38:29 main:574] : INFO : Epoch 1858 | loss: 0.000946649 | val_loss: 0.000928575 | Time: 1947.87 ms [2022-04-10 14:38:31 main:574] : INFO : Epoch 1859 | loss: 0.000943974 | val_loss: 0.000935227 | Time: 1958.39 ms [2022-04-10 14:38:33 main:574] : INFO : Epoch 1860 | loss: 0.000946013 | val_loss: 0.000934588 | Time: 1945.27 ms [2022-04-10 14:38:35 main:574] : INFO : Epoch 1861 | loss: 0.000968563 | val_loss: 0.000955671 | Time: 1954.98 ms [2022-04-10 14:38:37 main:574] : INFO : Epoch 1862 | loss: 0.000954845 | val_loss: 0.000924985 | Time: 1950.76 ms [2022-04-10 14:38:39 main:574] : INFO : Epoch 1863 | loss: 0.000948984 | val_loss: 0.000932076 | Time: 1958.34 ms [2022-04-10 14:38:41 main:574] : INFO : Epoch 1864 | loss: 0.000948594 | val_loss: 0.00091828 | Time: 1950.06 ms [2022-04-10 14:38:43 main:574] : INFO : Epoch 1865 | loss: 0.00093466 | val_loss: 0.000918367 | Time: 1939.04 ms [2022-04-10 14:38:45 main:574] : INFO : Epoch 1866 | loss: 0.000936646 | val_loss: 0.000922007 | Time: 1937.92 ms [2022-04-10 14:38:47 main:574] : INFO : Epoch 1867 | loss: 0.000936796 | val_loss: 0.000939819 | Time: 1953.93 ms [2022-04-10 14:38:49 main:574] : INFO : Epoch 1868 | loss: 0.00094712 | val_loss: 0.00100578 | Time: 1953.49 ms [2022-04-10 14:38:50 main:574] : INFO : Epoch 1869 | loss: 0.00111694 | val_loss: 0.0010162 | Time: 1946.84 ms [2022-04-10 14:38:52 main:574] : INFO : Epoch 1870 | loss: 0.00105727 | val_loss: 0.00108142 | Time: 1962.8 ms [2022-04-10 14:38:54 main:574] : INFO : Epoch 1871 | loss: 0.00107856 | val_loss: 0.0014177 | Time: 1948.65 ms [2022-04-10 14:38:56 main:574] : INFO : Epoch 1872 | loss: 0.0014313 | val_loss: 0.00105373 | Time: 1954.08 ms [2022-04-10 14:38:58 main:574] : INFO : Epoch 1873 | loss: 0.00137051 | val_loss: 0.00115087 | Time: 1959.75 ms [2022-04-10 14:39:00 main:574] : INFO : Epoch 1874 | loss: 0.00120856 | val_loss: 0.001187 | Time: 1947.95 ms [2022-04-10 14:39:02 main:574] : INFO : Epoch 1875 | loss: 0.00104369 | val_loss: 0.000995255 | Time: 1957.97 ms [2022-04-10 14:39:04 main:574] : INFO : Epoch 1876 | loss: 0.000962692 | val_loss: 0.000927573 | Time: 1961.81 ms [2022-04-10 14:39:06 main:574] : INFO : Epoch 1877 | loss: 0.000929671 | val_loss: 0.000913738 | Time: 1953.62 ms [2022-04-10 14:39:08 main:574] : INFO : Epoch 1878 | loss: 0.000918015 | val_loss: 0.00089989 | Time: 1963.88 ms [2022-04-10 14:39:10 main:574] : INFO : Epoch 1879 | loss: 0.000912863 | val_loss: 0.000894544 | Time: 1956.17 ms [2022-04-10 14:39:12 main:574] : INFO : Epoch 1880 | loss: 0.000908692 | val_loss: 0.000893473 | Time: 1960.86 ms [2022-04-10 14:39:14 main:574] : INFO : Epoch 1881 | loss: 0.00090666 | val_loss: 0.000889861 | Time: 1959.72 ms [2022-04-10 14:39:16 main:574] : INFO : Epoch 1882 | loss: 0.000906147 | val_loss: 0.000899507 | Time: 1955.3 ms [2022-04-10 14:39:18 main:574] : INFO : Epoch 1883 | loss: 0.000905326 | val_loss: 0.000887022 | Time: 1949.77 ms [2022-04-10 14:39:20 main:574] : INFO : Epoch 1884 | loss: 0.000943165 | val_loss: 0.000911131 | Time: 1956.43 ms [2022-04-10 14:39:22 main:574] : INFO : Epoch 1885 | loss: 0.000927255 | val_loss: 0.000925424 | Time: 1951.06 ms [2022-04-10 14:39:24 main:574] : INFO : Epoch 1886 | loss: 0.000908431 | val_loss: 0.000888977 | Time: 1963.16 ms [2022-04-10 14:39:26 main:574] : INFO : Epoch 1887 | loss: 0.000898953 | val_loss: 0.000877489 | Time: 1957.97 ms [2022-04-10 14:39:28 main:574] : INFO : Epoch 1888 | loss: 0.000890391 | val_loss: 0.00087017 | Time: 1945.43 ms [2022-04-10 14:39:30 main:574] : INFO : Epoch 1889 | loss: 0.000886218 | val_loss: 0.000880841 | Time: 1945.36 ms [2022-04-10 14:39:32 main:574] : INFO : Epoch 1890 | loss: 0.000883763 | val_loss: 0.000873983 | Time: 1950.57 ms [2022-04-10 14:39:34 main:574] : INFO : Epoch 1891 | loss: 0.000882386 | val_loss: 0.00085052 | Time: 1952.14 ms [2022-04-10 14:39:36 main:574] : INFO : Epoch 1892 | loss: 0.000878876 | val_loss: 0.000861237 | Time: 1950.52 ms [2022-04-10 14:39:38 main:574] : INFO : Epoch 1893 | loss: 0.000869819 | val_loss: 0.000849842 | Time: 1960.66 ms [2022-04-10 14:39:39 main:574] : INFO : Epoch 1894 | loss: 0.0008624 | val_loss: 0.000844333 | Time: 1974.06 ms [2022-04-10 14:39:41 main:574] : INFO : Epoch 1895 | loss: 0.000857489 | val_loss: 0.00084193 | Time: 1947.32 ms [2022-04-10 14:39:43 main:574] : INFO : Epoch 1896 | loss: 0.000863186 | val_loss: 0.000844696 | Time: 1947.46 ms [2022-04-10 14:39:45 main:574] : INFO : Epoch 1897 | loss: 0.00085839 | val_loss: 0.000833695 | Time: 1951.29 ms [2022-04-10 14:39:47 main:574] : INFO : Epoch 1898 | loss: 0.000850055 | val_loss: 0.000841152 | Time: 1940.73 ms [2022-04-10 14:39:49 main:574] : INFO : Epoch 1899 | loss: 0.000853341 | val_loss: 0.0008497 | Time: 1964.52 ms [2022-04-10 14:39:51 main:574] : INFO : Epoch 1900 | loss: 0.000870528 | val_loss: 0.000853984 | Time: 1941.48 ms [2022-04-10 14:39:53 main:574] : INFO : Epoch 1901 | loss: 0.000853526 | val_loss: 0.000826609 | Time: 1954.9 ms [2022-04-10 14:39:55 main:574] : INFO : Epoch 1902 | loss: 0.000844814 | val_loss: 0.000829226 | Time: 1953.1 ms [2022-04-10 14:39:57 main:574] : INFO : Epoch 1903 | loss: 0.000870643 | val_loss: 0.000840957 | Time: 1956.54 ms [2022-04-10 14:39:59 main:574] : INFO : Epoch 1904 | loss: 0.000858043 | val_loss: 0.000828856 | Time: 1967.26 ms [2022-04-10 14:40:01 main:574] : INFO : Epoch 1905 | loss: 0.000843826 | val_loss: 0.000824204 | Time: 1954.2 ms [2022-04-10 14:40:03 main:574] : INFO : Epoch 1906 | loss: 0.000855455 | val_loss: 0.000845205 | Time: 1971.39 ms [2022-04-10 14:40:05 main:574] : INFO : Epoch 1907 | loss: 0.000848629 | val_loss: 0.000833028 | Time: 1956.92 ms [2022-04-10 14:40:07 main:574] : INFO : Epoch 1908 | loss: 0.000871032 | val_loss: 0.000842169 | Time: 1955.73 ms [2022-04-10 14:40:09 main:574] : INFO : Epoch 1909 | loss: 0.000841204 | val_loss: 0.000814155 | Time: 1961.71 ms [2022-04-10 14:40:11 main:574] : INFO : Epoch 1910 | loss: 0.000831209 | val_loss: 0.000806106 | Time: 1952.62 ms [2022-04-10 14:40:13 main:574] : INFO : Epoch 1911 | loss: 0.000823489 | val_loss: 0.000810983 | Time: 1953.1 ms [2022-04-10 14:40:15 main:574] : INFO : Epoch 1912 | loss: 0.000826623 | val_loss: 0.000812813 | Time: 1956.2 ms [2022-04-10 14:40:17 main:574] : INFO : Epoch 1913 | loss: 0.00173663 | val_loss: 0.00344817 | Time: 1942.73 ms [2022-04-10 14:40:19 main:574] : INFO : Epoch 1914 | loss: 0.00226026 | val_loss: 0.00192016 | Time: 1954.91 ms [2022-04-10 14:40:21 main:574] : INFO : Epoch 1915 | loss: 0.00135643 | val_loss: 0.00105194 | Time: 1953.74 ms [2022-04-10 14:40:23 main:574] : INFO : Epoch 1916 | loss: 0.00111224 | val_loss: 0.000931782 | Time: 1945.46 ms [2022-04-10 14:40:25 main:574] : INFO : Epoch 1917 | loss: 0.0010664 | val_loss: 0.000868709 | Time: 1961.89 ms [2022-04-10 14:40:27 main:574] : INFO : Epoch 1918 | loss: 0.000896017 | val_loss: 0.000846801 | Time: 2001.13 ms [2022-04-10 14:40:29 main:574] : INFO : Epoch 1919 | loss: 0.000855014 | val_loss: 0.000834581 | Time: 1955.36 ms [2022-04-10 14:40:30 main:574] : INFO : Epoch 1920 | loss: 0.000869151 | val_loss: 0.000839087 | Time: 1945.76 ms [2022-04-10 14:40:32 main:574] : INFO : Epoch 1921 | loss: 0.00083222 | val_loss: 0.000825724 | Time: 1960.2 ms [2022-04-10 14:40:34 main:574] : INFO : Epoch 1922 | loss: 0.000825703 | val_loss: 0.000800799 | Time: 1955.98 ms [2022-04-10 14:40:36 main:574] : INFO : Epoch 1923 | loss: 0.000811841 | val_loss: 0.000798248 | Time: 1961.5 ms [2022-04-10 14:40:38 main:574] : INFO : Epoch 1924 | loss: 0.000807537 | val_loss: 0.000792922 | Time: 1955.96 ms [2022-04-10 14:40:40 main:574] : INFO : Epoch 1925 | loss: 0.000819854 | val_loss: 0.000799143 | Time: 1954.47 ms [2022-04-10 14:40:42 main:574] : INFO : Epoch 1926 | loss: 0.00084182 | val_loss: 0.000849541 | Time: 1955.88 ms [2022-04-10 14:40:44 main:574] : INFO : Epoch 1927 | loss: 0.000849521 | val_loss: 0.000819175 | Time: 1955.88 ms [2022-04-10 14:40:46 main:574] : INFO : Epoch 1928 | loss: 0.000806819 | val_loss: 0.000777835 | Time: 2051.15 ms [2022-04-10 14:40:48 main:574] : INFO : Epoch 1929 | loss: 0.000791911 | val_loss: 0.000784118 | Time: 1990.7 ms [2022-04-10 14:40:50 main:574] : INFO : Epoch 1930 | loss: 0.000793768 | val_loss: 0.000771881 | Time: 1956.99 ms [2022-04-10 14:40:52 main:574] : INFO : Epoch 1931 | loss: 0.000791126 | val_loss: 0.000773343 | Time: 1945.17 ms [2022-04-10 14:40:54 main:574] : INFO : Epoch 1932 | loss: 0.000792198 | val_loss: 0.000766287 | Time: 1948.5 ms [2022-04-10 14:40:56 main:574] : INFO : Epoch 1933 | loss: 0.000805427 | val_loss: 0.000786576 | Time: 1958.27 ms [2022-04-10 14:40:58 main:574] : INFO : Epoch 1934 | loss: 0.000791609 | val_loss: 0.000768491 | Time: 1958.22 ms [2022-04-10 14:41:00 main:574] : INFO : Epoch 1935 | loss: 0.000785827 | val_loss: 0.000781539 | Time: 1968.83 ms [2022-04-10 14:41:02 main:574] : INFO : Epoch 1936 | loss: 0.000800982 | val_loss: 0.000773465 | Time: 1948.96 ms [2022-04-10 14:41:04 main:574] : INFO : Epoch 1937 | loss: 0.000783592 | val_loss: 0.000774891 | Time: 1948.69 ms [2022-04-10 14:41:06 main:574] : INFO : Epoch 1938 | loss: 0.000795146 | val_loss: 0.000773485 | Time: 1950.63 ms [2022-04-10 14:41:08 main:574] : INFO : Epoch 1939 | loss: 0.000781243 | val_loss: 0.000757723 | Time: 1963.38 ms [2022-04-10 14:41:10 main:574] : INFO : Epoch 1940 | loss: 0.000768513 | val_loss: 0.00075469 | Time: 1954.7 ms [2022-04-10 14:41:12 main:574] : INFO : Epoch 1941 | loss: 0.000774719 | val_loss: 0.000778959 | Time: 1952.32 ms [2022-04-10 14:41:14 main:574] : INFO : Epoch 1942 | loss: 0.000827025 | val_loss: 0.000867644 | Time: 1946.23 ms [2022-04-10 14:41:16 main:574] : INFO : Epoch 1943 | loss: 0.000829252 | val_loss: 0.000770917 | Time: 1957.45 ms [2022-04-10 14:41:18 main:574] : INFO : Epoch 1944 | loss: 0.00077078 | val_loss: 0.0007489 | Time: 1951.94 ms [2022-04-10 14:41:20 main:574] : INFO : Epoch 1945 | loss: 0.000791951 | val_loss: 0.000808307 | Time: 1941.71 ms [2022-04-10 14:41:22 main:574] : INFO : Epoch 1946 | loss: 0.000799757 | val_loss: 0.000762442 | Time: 1947.49 ms [2022-04-10 14:41:24 main:574] : INFO : Epoch 1947 | loss: 0.000769782 | val_loss: 0.000757828 | Time: 1956.7 ms [2022-04-10 14:41:26 main:574] : INFO : Epoch 1948 | loss: 0.000778408 | val_loss: 0.000775648 | Time: 1955.29 ms [2022-04-10 14:41:27 main:574] : INFO : Epoch 1949 | loss: 0.000793282 | val_loss: 0.000832384 | Time: 1958.01 ms [2022-04-10 14:41:29 main:574] : INFO : Epoch 1950 | loss: 0.000791732 | val_loss: 0.000747938 | Time: 1954.36 ms [2022-04-10 14:41:31 main:574] : INFO : Epoch 1951 | loss: 0.000756009 | val_loss: 0.000761834 | Time: 1951.48 ms [2022-04-10 14:41:33 main:574] : INFO : Epoch 1952 | loss: 0.000802071 | val_loss: 0.000799026 | Time: 1953.53 ms [2022-04-10 14:41:35 main:574] : INFO : Epoch 1953 | loss: 0.000791481 | val_loss: 0.000765007 | Time: 1953.66 ms [2022-04-10 14:41:37 main:574] : INFO : Epoch 1954 | loss: 0.000760542 | val_loss: 0.0007245 | Time: 1952.55 ms [2022-04-10 14:41:39 main:574] : INFO : Epoch 1955 | loss: 0.000763865 | val_loss: 0.00077207 | Time: 1947.04 ms [2022-04-10 14:41:41 main:574] : INFO : Epoch 1956 | loss: 0.000755769 | val_loss: 0.000716781 | Time: 1953.02 ms [2022-04-10 14:41:43 main:574] : INFO : Epoch 1957 | loss: 0.000740344 | val_loss: 0.000695569 | Time: 1962.33 ms [2022-04-10 14:41:45 main:574] : INFO : Epoch 1958 | loss: 0.000717217 | val_loss: 0.000724646 | Time: 1953.1 ms [2022-04-10 14:41:47 main:574] : INFO : Epoch 1959 | loss: 0.000731725 | val_loss: 0.000718095 | Time: 1956.49 ms [2022-04-10 14:41:49 main:574] : INFO : Epoch 1960 | loss: 0.000740782 | val_loss: 0.000772216 | Time: 1951.97 ms [2022-04-10 14:41:51 main:574] : INFO : Epoch 1961 | loss: 0.00177779 | val_loss: 0.00405332 | Time: 1953.09 ms [2022-04-10 14:41:53 main:574] : INFO : Epoch 1962 | loss: 0.00205811 | val_loss: 0.00141996 | Time: 1946.93 ms [2022-04-10 14:41:55 main:574] : INFO : Epoch 1963 | loss: 0.00117309 | val_loss: 0.000887528 | Time: 1952.37 ms [2022-04-10 14:41:57 main:574] : INFO : Epoch 1964 | loss: 0.000892438 | val_loss: 0.00078609 | Time: 1952.01 ms [2022-04-10 14:41:59 main:574] : INFO : Epoch 1965 | loss: 0.000791213 | val_loss: 0.000745982 | Time: 1952.62 ms [2022-04-10 14:42:01 main:574] : INFO : Epoch 1966 | loss: 0.000744026 | val_loss: 0.000715598 | Time: 1935.7 ms [2022-04-10 14:42:03 main:574] : INFO : Epoch 1967 | loss: 0.000716179 | val_loss: 0.000691543 | Time: 1974.27 ms [2022-04-10 14:42:05 main:574] : INFO : Epoch 1968 | loss: 0.000699025 | val_loss: 0.000682114 | Time: 1952 ms [2022-04-10 14:42:07 main:574] : INFO : Epoch 1969 | loss: 0.000704245 | val_loss: 0.000691881 | Time: 1955.53 ms [2022-04-10 14:42:09 main:574] : INFO : Epoch 1970 | loss: 0.000695373 | val_loss: 0.000666621 | Time: 1950.58 ms [2022-04-10 14:42:11 main:574] : INFO : Epoch 1971 | loss: 0.000694405 | val_loss: 0.000673929 | Time: 1952.76 ms [2022-04-10 14:42:13 main:574] : INFO : Epoch 1972 | loss: 0.00068309 | val_loss: 0.000696255 | Time: 1952.07 ms [2022-04-10 14:42:14 main:574] : INFO : Epoch 1973 | loss: 0.000935181 | val_loss: 0.00177377 | Time: 1956.86 ms [2022-04-10 14:42:16 main:574] : INFO : Epoch 1974 | loss: 0.00196518 | val_loss: 0.00102335 | Time: 1953.25 ms [2022-04-10 14:42:18 main:574] : INFO : Epoch 1975 | loss: 0.00146037 | val_loss: 0.000929905 | Time: 1957.98 ms [2022-04-10 14:42:20 main:574] : INFO : Epoch 1976 | loss: 0.000946927 | val_loss: 0.000772505 | Time: 1948.52 ms [2022-04-10 14:42:22 main:574] : INFO : Epoch 1977 | loss: 0.000753276 | val_loss: 0.000694885 | Time: 1964.61 ms [2022-04-10 14:42:24 main:574] : INFO : Epoch 1978 | loss: 0.000693051 | val_loss: 0.000677396 | Time: 1959.21 ms [2022-04-10 14:42:26 main:574] : INFO : Epoch 1979 | loss: 0.000678877 | val_loss: 0.000652931 | Time: 1950.05 ms [2022-04-10 14:42:28 main:574] : INFO : Epoch 1980 | loss: 0.000657136 | val_loss: 0.00064517 | Time: 1956 ms [2022-04-10 14:42:30 main:574] : INFO : Epoch 1981 | loss: 0.000654872 | val_loss: 0.000649377 | Time: 1962.9 ms [2022-04-10 14:42:32 main:574] : INFO : Epoch 1982 | loss: 0.000651613 | val_loss: 0.000632678 | Time: 1959.06 ms [2022-04-10 14:42:34 main:574] : INFO : Epoch 1983 | loss: 0.000653373 | val_loss: 0.000660884 | Time: 1944.05 ms [2022-04-10 14:42:36 main:574] : INFO : Epoch 1984 | loss: 0.000648723 | val_loss: 0.000628833 | Time: 1952.67 ms [2022-04-10 14:42:38 main:574] : INFO : Epoch 1985 | loss: 0.000641144 | val_loss: 0.000629249 | Time: 1950.57 ms [2022-04-10 14:42:40 main:574] : INFO : Epoch 1986 | loss: 0.000648096 | val_loss: 0.000650615 | Time: 1960.31 ms [2022-04-10 14:42:42 main:574] : INFO : Epoch 1987 | loss: 0.000654229 | val_loss: 0.000641628 | Time: 1942.32 ms [2022-04-10 14:42:44 main:574] : INFO : Epoch 1988 | loss: 0.000660154 | val_loss: 0.000646137 | Time: 1956.39 ms [2022-04-10 14:42:46 main:574] : INFO : Epoch 1989 | loss: 0.000644336 | val_loss: 0.0006541 | Time: 1948.42 ms [2022-04-10 14:42:48 main:574] : INFO : Epoch 1990 | loss: 0.000641399 | val_loss: 0.000615806 | Time: 1958.14 ms [2022-04-10 14:42:50 main:574] : INFO : Epoch 1991 | loss: 0.00063117 | val_loss: 0.000634253 | Time: 1955.4 ms [2022-04-10 14:42:52 main:574] : INFO : Epoch 1992 | loss: 0.000629093 | val_loss: 0.000619802 | Time: 1957.12 ms [2022-04-10 14:42:54 main:574] : INFO : Epoch 1993 | loss: 0.00062335 | val_loss: 0.00061588 | Time: 1956.86 ms [2022-04-10 14:42:56 main:574] : INFO : Epoch 1994 | loss: 0.000624191 | val_loss: 0.000638914 | Time: 1944.05 ms [2022-04-10 14:42:58 main:574] : INFO : Epoch 1995 | loss: 0.000628001 | val_loss: 0.000599699 | Time: 1953.12 ms [2022-04-10 14:43:00 main:574] : INFO : Epoch 1996 | loss: 0.000619164 | val_loss: 0.000615045 | Time: 1959.66 ms [2022-04-10 14:43:02 main:574] : INFO : Epoch 1997 | loss: 0.000617421 | val_loss: 0.000599334 | Time: 1955.92 ms [2022-04-10 14:43:03 main:574] : INFO : Epoch 1998 | loss: 0.000612929 | val_loss: 0.000588972 | Time: 1955.04 ms [2022-04-10 14:43:05 main:574] : INFO : Epoch 1999 | loss: 0.000606993 | val_loss: 0.000588679 | Time: 1953.78 ms [2022-04-10 14:43:07 main:574] : INFO : Epoch 2000 | loss: 0.00060077 | val_loss: 0.000608697 | Time: 1952.15 ms [2022-04-10 14:43:09 main:574] : INFO : Epoch 2001 | loss: 0.000605502 | val_loss: 0.000585719 | Time: 1944.19 ms [2022-04-10 14:43:11 main:574] : INFO : Epoch 2002 | loss: 0.000602214 | val_loss: 0.000611368 | Time: 1953.21 ms [2022-04-10 14:43:13 main:574] : INFO : Epoch 2003 | loss: 0.000616302 | val_loss: 0.000605934 | Time: 1949.48 ms [2022-04-10 14:43:15 main:574] : INFO : Epoch 2004 | loss: 0.000604076 | val_loss: 0.000582164 | Time: 1949.12 ms [2022-04-10 14:43:17 main:574] : INFO : Epoch 2005 | loss: 0.000598488 | val_loss: 0.000578244 | Time: 1953.62 ms [2022-04-10 14:43:19 main:574] : INFO : Epoch 2006 | loss: 0.000594556 | val_loss: 0.000580446 | Time: 1951.93 ms [2022-04-10 14:43:21 main:574] : INFO : Epoch 2007 | loss: 0.000588501 | val_loss: 0.000576335 | Time: 1944.98 ms [2022-04-10 14:43:23 main:574] : INFO : Epoch 2008 | loss: 0.000587846 | val_loss: 0.00057526 | Time: 1957.56 ms [2022-04-10 14:43:25 main:574] : INFO : Epoch 2009 | loss: 0.000579034 | val_loss: 0.000584806 | Time: 1948.29 ms [2022-04-10 14:43:27 main:574] : INFO : Epoch 2010 | loss: 0.000578048 | val_loss: 0.000566746 | Time: 1938.35 ms [2022-04-10 14:43:29 main:574] : INFO : Epoch 2011 | loss: 0.000577904 | val_loss: 0.000582276 | Time: 1954.46 ms [2022-04-10 14:43:31 main:574] : INFO : Epoch 2012 | loss: 0.000592394 | val_loss: 0.000582004 | Time: 1944.16 ms [2022-04-10 14:43:33 main:574] : INFO : Epoch 2013 | loss: 0.000602829 | val_loss: 0.000582402 | Time: 1960.28 ms [2022-04-10 14:43:35 main:574] : INFO : Epoch 2014 | loss: 0.000572882 | val_loss: 0.000548823 | Time: 1952.34 ms [2022-04-10 14:43:37 main:574] : INFO : Epoch 2015 | loss: 0.000556661 | val_loss: 0.000559461 | Time: 1958.36 ms [2022-04-10 14:43:39 main:574] : INFO : Epoch 2016 | loss: 0.000554417 | val_loss: 0.000540293 | Time: 1960.96 ms [2022-04-10 14:43:41 main:574] : INFO : Epoch 2017 | loss: 0.000548804 | val_loss: 0.000542031 | Time: 1957.39 ms [2022-04-10 14:43:43 main:574] : INFO : Epoch 2018 | loss: 0.000555102 | val_loss: 0.000554401 | Time: 1953.29 ms [2022-04-10 14:43:45 main:574] : INFO : Epoch 2019 | loss: 0.000547107 | val_loss: 0.000534217 | Time: 1957.71 ms [2022-04-10 14:43:47 main:574] : INFO : Epoch 2020 | loss: 0.000528245 | val_loss: 0.000524414 | Time: 1954.72 ms [2022-04-10 14:43:48 main:574] : INFO : Epoch 2021 | loss: 0.000521621 | val_loss: 0.000519708 | Time: 1944.14 ms [2022-04-10 14:43:50 main:574] : INFO : Epoch 2022 | loss: 0.0005183 | val_loss: 0.000528407 | Time: 1959.3 ms [2022-04-10 14:43:52 main:574] : INFO : Epoch 2023 | loss: 0.000507369 | val_loss: 0.000503138 | Time: 1976.28 ms [2022-04-10 14:43:54 main:574] : INFO : Epoch 2024 | loss: 0.000506214 | val_loss: 0.000496349 | Time: 1950.76 ms [2022-04-10 14:43:56 main:574] : INFO : Epoch 2025 | loss: 0.000497839 | val_loss: 0.000489096 | Time: 1952.59 ms [2022-04-10 14:43:58 main:574] : INFO : Epoch 2026 | loss: 0.000511249 | val_loss: 0.000545034 | Time: 1943.3 ms [2022-04-10 14:44:00 main:574] : INFO : Epoch 2027 | loss: 0.00056005 | val_loss: 0.000547491 | Time: 1980.46 ms [2022-04-10 14:44:02 main:574] : INFO : Epoch 2028 | loss: 0.000508301 | val_loss: 0.000490678 | Time: 1958.52 ms [2022-04-10 14:44:04 main:574] : INFO : Epoch 2029 | loss: 0.000491119 | val_loss: 0.000525291 | Time: 1953.97 ms [2022-04-10 14:44:06 main:574] : INFO : Epoch 2030 | loss: 0.000501118 | val_loss: 0.000479144 | Time: 1949.75 ms [2022-04-10 14:44:08 main:574] : INFO : Epoch 2031 | loss: 0.000469367 | val_loss: 0.000470338 | Time: 1954.67 ms [2022-04-10 14:44:10 main:574] : INFO : Epoch 2032 | loss: 0.000458539 | val_loss: 0.000448493 | Time: 1955.84 ms [2022-04-10 14:44:12 main:574] : INFO : Epoch 2033 | loss: 0.000453992 | val_loss: 0.000449783 | Time: 1957.18 ms [2022-04-10 14:44:14 main:574] : INFO : Epoch 2034 | loss: 0.000461579 | val_loss: 0.000471647 | Time: 1961.33 ms [2022-04-10 14:44:16 main:574] : INFO : Epoch 2035 | loss: 0.000452713 | val_loss: 0.000470814 | Time: 1961.74 ms [2022-04-10 14:44:18 main:574] : INFO : Epoch 2036 | loss: 0.000455383 | val_loss: 0.000453045 | Time: 1949.17 ms [2022-04-10 14:44:20 main:574] : INFO : Epoch 2037 | loss: 0.000448099 | val_loss: 0.000484737 | Time: 1951.87 ms [2022-04-10 14:44:22 main:574] : INFO : Epoch 2038 | loss: 0.000497166 | val_loss: 0.000506594 | Time: 1955.95 ms [2022-04-10 14:44:24 main:574] : INFO : Epoch 2039 | loss: 0.000458138 | val_loss: 0.000431865 | Time: 1956.4 ms [2022-04-10 14:44:26 main:574] : INFO : Epoch 2040 | loss: 0.000430553 | val_loss: 0.000460763 | Time: 1954.44 ms [2022-04-10 14:44:28 main:574] : INFO : Epoch 2041 | loss: 0.000423072 | val_loss: 0.000409371 | Time: 1950.3 ms [2022-04-10 14:44:30 main:574] : INFO : Epoch 2042 | loss: 0.000420957 | val_loss: 0.000423601 | Time: 1948.79 ms [2022-04-10 14:44:32 main:574] : INFO : Epoch 2043 | loss: 0.000417647 | val_loss: 0.000405635 | Time: 1956.45 ms [2022-04-10 14:44:34 main:574] : INFO : Epoch 2044 | loss: 0.000407936 | val_loss: 0.000395319 | Time: 1949.56 ms [2022-04-10 14:44:36 main:574] : INFO : Epoch 2045 | loss: 0.000405774 | val_loss: 0.000410534 | Time: 1948.48 ms [2022-04-10 14:44:37 main:574] : INFO : Epoch 2046 | loss: 0.000408484 | val_loss: 0.000400866 | Time: 1945.22 ms [2022-04-10 14:44:39 main:574] : INFO : Epoch 2047 | loss: 0.0004011 | val_loss: 0.000402982 | Time: 1955.47 ms [2022-04-10 14:44:41 main:574] : INFO : Epoch 2048 | loss: 0.000402265 | val_loss: 0.000430399 | Time: 1951.83 ms [2022-04-10 14:44:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000430399 [2022-04-10 14:44:41 main:603] : INFO : Saving end state to config to file [2022-04-10 14:44:41 main:608] : INFO : Success, exiting.. 14:44:41 (4360): 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)