Task 14627140
| Name | ParityModified-1647048736-28047-3-0_1 |
| Workunit | 11638961 |
| Created | 20 Apr 2022, 12:39:10 UTC |
| Sent | 20 Apr 2022, 12:39:49 UTC |
| Report deadline | 28 Apr 2022, 12:39:49 UTC |
| Received | 20 Apr 2022, 13:45:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 5 min 21 sec |
| CPU time | 1 hours 5 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 29:01 main:581] : INFO : Epoch 1538 | loss: 0.0311208 | val_loss: 0.0311706 | Time: 1912.8 ms [2022-04-20 15:29:03 main:581] : INFO : Epoch 1539 | loss: 0.031123 | val_loss: 0.0311767 | Time: 1909.65 ms [2022-04-20 15:29:05 main:581] : INFO : Epoch 1540 | loss: 0.0311253 | val_loss: 0.0311732 | Time: 1913.06 ms [2022-04-20 15:29:07 main:581] : INFO : Epoch 1541 | loss: 0.0311251 | val_loss: 0.0311717 | Time: 1911.75 ms [2022-04-20 15:29:09 main:581] : INFO : Epoch 1542 | loss: 0.0311232 | val_loss: 0.0311731 | Time: 1905.85 ms [2022-04-20 15:29:11 main:581] : INFO : Epoch 1543 | loss: 0.0311246 | val_loss: 0.0311709 | Time: 1925.16 ms [2022-04-20 15:29:13 main:581] : INFO : Epoch 1544 | loss: 0.0311226 | val_loss: 0.0311727 | Time: 1907.87 ms [2022-04-20 15:29:14 main:581] : INFO : Epoch 1545 | loss: 0.0311206 | val_loss: 0.0311825 | Time: 1909.36 ms [2022-04-20 15:29:16 main:581] : INFO : Epoch 1546 | loss: 0.0311213 | val_loss: 0.0311832 | Time: 1912.42 ms [2022-04-20 15:29:18 main:581] : INFO : Epoch 1547 | loss: 0.0311185 | val_loss: 0.0311717 | Time: 1906.15 ms [2022-04-20 15:29:20 main:581] : INFO : Epoch 1548 | loss: 0.0311183 | val_loss: 0.0311766 | Time: 1912.06 ms [2022-04-20 15:29:22 main:581] : INFO : Epoch 1549 | loss: 0.0311239 | val_loss: 0.0311825 | Time: 1904.36 ms [2022-04-20 15:29:24 main:581] : INFO : Epoch 1550 | loss: 0.0311274 | val_loss: 0.031179 | Time: 1908.97 ms [2022-04-20 15:29:26 main:581] : INFO : Epoch 1551 | loss: 0.0311227 | val_loss: 0.0311741 | Time: 1914.54 ms [2022-04-20 15:29:28 main:581] : INFO : Epoch 1552 | loss: 0.0311201 | val_loss: 0.0311758 | Time: 1910.78 ms [2022-04-20 15:29:30 main:581] : INFO : Epoch 1553 | loss: 0.0311193 | val_loss: 0.031179 | Time: 1913.85 ms [2022-04-20 15:29:32 main:581] : INFO : Epoch 1554 | loss: 0.0311184 | val_loss: 0.0311823 | Time: 1911.72 ms [2022-04-20 15:29:34 main:581] : INFO : Epoch 1555 | loss: 0.0311185 | val_loss: 0.0311751 | Time: 1904.89 ms [2022-04-20 15:29:35 main:581] : INFO : Epoch 1556 | loss: 0.0311164 | val_loss: 0.0311761 | Time: 1918.09 ms [2022-04-20 15:29:37 main:581] : INFO : Epoch 1557 | loss: 0.0311146 | val_loss: 0.0311774 | Time: 1912.95 ms [2022-04-20 15:29:39 main:581] : INFO : Epoch 1558 | loss: 0.0311145 | val_loss: 0.0311764 | Time: 1917.43 ms [2022-04-20 15:29:41 main:581] : INFO : Epoch 1559 | loss: 0.0311151 | val_loss: 0.0311759 | Time: 1916.08 ms [2022-04-20 15:29:43 main:581] : INFO : Epoch 1560 | loss: 0.0311152 | val_loss: 0.031182 | Time: 1906.58 ms [2022-04-20 15:29:45 main:581] : INFO : Epoch 1561 | loss: 0.031114 | val_loss: 0.0311751 | Time: 1909.83 ms [2022-04-20 15:29:47 main:581] : INFO : Epoch 1562 | loss: 0.0311135 | val_loss: 0.0311832 | Time: 1907.93 ms [2022-04-20 15:29:49 main:581] : INFO : Epoch 1563 | loss: 0.0311117 | val_loss: 0.0311776 | Time: 1908.44 ms [2022-04-20 15:29:51 main:581] : INFO : Epoch 1564 | loss: 0.0311126 | val_loss: 0.0311823 | Time: 1922.68 ms [2022-04-20 15:29:53 main:581] : INFO : Epoch 1565 | loss: 0.0311169 | val_loss: 0.0311823 | Time: 1915.8 ms [2022-04-20 15:29:55 main:581] : INFO : Epoch 1566 | loss: 0.0311173 | val_loss: 0.0311885 | Time: 1915.46 ms [2022-04-20 15:29:57 main:581] : INFO : Epoch 1567 | loss: 0.031119 | val_loss: 0.0311867 | Time: 1907.8 ms [2022-04-20 15:29:58 main:581] : INFO : Epoch 1568 | loss: 0.0311166 | val_loss: 0.0311792 | Time: 1903.75 ms [2022-04-20 15:30:00 main:581] : INFO : Epoch 1569 | loss: 0.0311171 | val_loss: 0.0311845 | Time: 1921.49 ms [2022-04-20 15:30:02 main:581] : INFO : Epoch 1570 | loss: 0.0311135 | val_loss: 0.0311783 | Time: 1907.6 ms [2022-04-20 15:30:04 main:581] : INFO : Epoch 1571 | loss: 0.0311165 | val_loss: 0.0311743 | Time: 1911.35 ms [2022-04-20 15:30:06 main:581] : INFO : Epoch 1572 | loss: 0.0311202 | val_loss: 0.0311749 | Time: 1909.69 ms [2022-04-20 15:30:08 main:581] : INFO : Epoch 1573 | loss: 0.0311194 | val_loss: 0.0311781 | Time: 1907.49 ms [2022-04-20 15:30:10 main:581] : INFO : Epoch 1574 | loss: 0.0311232 | val_loss: 0.0311751 | Time: 1910.63 ms [2022-04-20 15:30:12 main:581] : INFO : Epoch 1575 | loss: 0.0311275 | val_loss: 0.0311732 | Time: 1913.66 ms [2022-04-20 15:30:14 main:581] : INFO : Epoch 1576 | loss: 0.031125 | val_loss: 0.0311786 | Time: 1906.23 ms [2022-04-20 15:30:16 main:581] : INFO : Epoch 1577 | loss: 0.0311238 | val_loss: 0.0311784 | Time: 1916.65 ms [2022-04-20 15:30:18 main:581] : INFO : Epoch 1578 | loss: 0.0311281 | val_loss: 0.0311752 | Time: 1905.69 ms [2022-04-20 15:30:19 main:581] : INFO : Epoch 1579 | loss: 0.0311266 | val_loss: 0.0311823 | Time: 1907.07 ms [2022-04-20 15:30:21 main:581] : INFO : Epoch 1580 | loss: 0.0311243 | val_loss: 0.0311771 | Time: 1911.97 ms [2022-04-20 15:30:23 main:581] : INFO : Epoch 1581 | loss: 0.0311244 | val_loss: 0.0311737 | Time: 1908.15 ms [2022-04-20 15:30:25 main:581] : INFO : Epoch 1582 | loss: 0.0311256 | val_loss: 0.0311752 | Time: 1929.23 ms [2022-04-20 15:30:27 main:581] : INFO : Epoch 1583 | loss: 0.0311227 | val_loss: 0.0311749 | Time: 1909.6 ms [2022-04-20 15:30:29 main:581] : INFO : Epoch 1584 | loss: 0.0311221 | val_loss: 0.0311748 | Time: 1903.49 ms [2022-04-20 15:30:31 main:581] : INFO : Epoch 1585 | loss: 0.0311292 | val_loss: 0.0311728 | Time: 1915.11 ms [2022-04-20 15:30:33 main:581] : INFO : Epoch 1586 | loss: 0.0311324 | val_loss: 0.0311749 | Time: 1905.66 ms [2022-04-20 15:30:35 main:581] : INFO : Epoch 1587 | loss: 0.0311298 | val_loss: 0.0311713 | Time: 1913.37 ms [2022-04-20 15:30:37 main:581] : INFO : Epoch 1588 | loss: 0.0311273 | val_loss: 0.0311725 | Time: 1910.21 ms [2022-04-20 15:30:39 main:581] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311761 | Time: 1907.38 ms [2022-04-20 15:30:40 main:581] : INFO : Epoch 1590 | loss: 0.0311227 | val_loss: 0.0311771 | Time: 1914.92 ms [2022-04-20 15:30:42 main:581] : INFO : Epoch 1591 | loss: 0.0311208 | val_loss: 0.0311757 | Time: 1903.61 ms [2022-04-20 15:30:44 main:581] : INFO : Epoch 1592 | loss: 0.0311221 | val_loss: 0.0311837 | Time: 1906.78 ms [2022-04-20 15:30:46 main:581] : INFO : Epoch 1593 | loss: 0.0311221 | val_loss: 0.0311773 | Time: 1914.97 ms [2022-04-20 15:30:48 main:581] : INFO : Epoch 1594 | loss: 0.0311178 | val_loss: 0.0311735 | Time: 1908.84 ms [2022-04-20 15:30:50 main:581] : INFO : Epoch 1595 | loss: 0.0311177 | val_loss: 0.0311769 | Time: 1915.14 ms [2022-04-20 15:30:52 main:581] : INFO : Epoch 1596 | loss: 0.031115 | val_loss: 0.0311779 | Time: 1911.9 ms [2022-04-20 15:30:54 main:581] : INFO : Epoch 1597 | loss: 0.0311135 | val_loss: 0.0311784 | Time: 1902.06 ms [2022-04-20 15:30:56 main:581] : INFO : Epoch 1598 | loss: 0.031116 | val_loss: 0.0311839 | Time: 1912.38 ms [2022-04-20 15:30:58 main:581] : INFO : Epoch 1599 | loss: 0.0311171 | val_loss: 0.0311856 | Time: 1905.22 ms [2022-04-20 15:31:00 main:581] : INFO : Epoch 1600 | loss: 0.0311209 | val_loss: 0.0311829 | Time: 1909.69 ms [2022-04-20 15:31:02 main:581] : INFO : Epoch 1601 | loss: 0.0311305 | val_loss: 0.0311779 | Time: 1913.8 ms [2022-04-20 15:31:03 main:581] : INFO : Epoch 1602 | loss: 0.0311466 | val_loss: 0.031176 | Time: 1909.99 ms [2022-04-20 15:31:05 main:581] : INFO : Epoch 1603 | loss: 0.0311387 | val_loss: 0.0311774 | Time: 1926.07 ms [2022-04-20 15:31:07 main:581] : INFO : Epoch 1604 | loss: 0.0311337 | val_loss: 0.0311837 | Time: 1911.13 ms [2022-04-20 15:31:09 main:581] : INFO : Epoch 1605 | loss: 0.0311322 | val_loss: 0.0311811 | Time: 1908.53 ms [2022-04-20 15:31:11 main:581] : INFO : Epoch 1606 | loss: 0.0311309 | val_loss: 0.0311799 | Time: 1919.2 ms [2022-04-20 15:31:13 main:581] : INFO : Epoch 1607 | loss: 0.0311294 | val_loss: 0.031176 | Time: 1910.31 ms [2022-04-20 15:31:15 main:581] : INFO : Epoch 1608 | loss: 0.0311295 | val_loss: 0.03118 | Time: 1914.18 ms [2022-04-20 15:31:17 main:581] : INFO : Epoch 1609 | loss: 0.0311264 | val_loss: 0.031183 | Time: 1908.18 ms [2022-04-20 15:31:19 main:581] : INFO : Epoch 1610 | loss: 0.0311226 | val_loss: 0.0311783 | Time: 1905.5 ms [2022-04-20 15:31:21 main:581] : INFO : Epoch 1611 | loss: 0.0311231 | val_loss: 0.0311688 | Time: 1914.37 ms [2022-04-20 15:31:23 main:581] : INFO : Epoch 1612 | loss: 0.0311291 | val_loss: 0.0311712 | Time: 1909.26 ms [2022-04-20 15:31:24 main:581] : INFO : Epoch 1613 | loss: 0.0311271 | val_loss: 0.0311743 | Time: 1910.09 ms [2022-04-20 15:31:26 main:581] : INFO : Epoch 1614 | loss: 0.0311252 | val_loss: 0.0311817 | Time: 1914.84 ms [2022-04-20 15:31:28 main:581] : INFO : Epoch 1615 | loss: 0.0311274 | val_loss: 0.0311765 | Time: 1906.08 ms [2022-04-20 15:31:30 main:581] : INFO : Epoch 1616 | loss: 0.0311239 | val_loss: 0.0311766 | Time: 1908.37 ms [2022-04-20 15:31:32 main:581] : INFO : Epoch 1617 | loss: 0.031126 | val_loss: 0.0311761 | Time: 1913.59 ms [2022-04-20 15:31:34 main:581] : INFO : Epoch 1618 | loss: 0.0311231 | val_loss: 0.0311773 | Time: 1904.83 ms [2022-04-20 15:31:36 main:581] : INFO : Epoch 1619 | loss: 0.0311252 | val_loss: 0.0311763 | Time: 1916.1 ms [2022-04-20 15:31:38 main:581] : INFO : Epoch 1620 | loss: 0.0311306 | val_loss: 0.0311776 | Time: 1910.31 ms [2022-04-20 15:31:40 main:581] : INFO : Epoch 1621 | loss: 0.0311324 | val_loss: 0.0311765 | Time: 1925.18 ms [2022-04-20 15:31:42 main:581] : INFO : Epoch 1622 | loss: 0.031131 | val_loss: 0.0311757 | Time: 1909.21 ms [2022-04-20 15:31:44 main:581] : INFO : Epoch 1623 | loss: 0.0311307 | val_loss: 0.0311777 | Time: 1910.84 ms [2022-04-20 15:31:45 main:581] : INFO : Epoch 1624 | loss: 0.0311292 | val_loss: 0.0311765 | Time: 1912.13 ms [2022-04-20 15:31:47 main:581] : INFO : Epoch 1625 | loss: 0.0311278 | val_loss: 0.031173 | Time: 1905.84 ms [2022-04-20 15:31:49 main:581] : INFO : Epoch 1626 | loss: 0.0311258 | val_loss: 0.0311783 | Time: 1909.7 ms [2022-04-20 15:31:51 main:581] : INFO : Epoch 1627 | loss: 0.0311281 | val_loss: 0.0311755 | Time: 1911.47 ms [2022-04-20 15:31:53 main:581] : INFO : Epoch 1628 | loss: 0.0311279 | val_loss: 0.0311754 | Time: 1926.69 ms [2022-04-20 15:31:55 main:581] : INFO : Epoch 1629 | loss: 0.0311231 | val_loss: 0.0311712 | Time: 1920.63 ms [2022-04-20 15:31:57 main:581] : INFO : Epoch 1630 | loss: 0.031122 | val_loss: 0.0311742 | Time: 1909.63 ms [2022-04-20 15:31:59 main:581] : INFO : Epoch 1631 | loss: 0.031124 | val_loss: 0.0311851 | Time: 1907.22 ms [2022-04-20 15:32:01 main:581] : INFO : Epoch 1632 | loss: 0.0311221 | val_loss: 0.0311722 | Time: 1925.18 ms [2022-04-20 15:32:03 main:581] : INFO : Epoch 1633 | loss: 0.0311238 | val_loss: 0.0311825 | Time: 1914.89 ms [2022-04-20 15:32:05 main:581] : INFO : Epoch 1634 | loss: 0.0311276 | val_loss: 0.0311757 | Time: 1914.15 ms [2022-04-20 15:32:07 main:581] : INFO : Epoch 1635 | loss: 0.0311297 | val_loss: 0.031176 | Time: 1935.59 ms [2022-04-20 15:32:08 main:581] : INFO : Epoch 1636 | loss: 0.0311332 | val_loss: 0.0311723 | Time: 1916.61 ms [2022-04-20 15:32:10 main:581] : INFO : Epoch 1637 | loss: 0.0311286 | val_loss: 0.0311721 | Time: 1917.43 ms [2022-04-20 15:32:12 main:581] : INFO : Epoch 1638 | loss: 0.0311279 | val_loss: 0.0311754 | Time: 1913.46 ms [2022-04-20 15:32:14 main:581] : INFO : Epoch 1639 | loss: 0.0311243 | val_loss: 0.0311788 | Time: 1904.57 ms [2022-04-20 15:32:16 main:581] : INFO : Epoch 1640 | loss: 0.031122 | val_loss: 0.0311778 | Time: 1924.82 ms [2022-04-20 15:32:18 main:581] : INFO : Epoch 1641 | loss: 0.031118 | val_loss: 0.0311748 | Time: 1905.3 ms [2022-04-20 15:32:20 main:581] : INFO : Epoch 1642 | loss: 0.0311213 | val_loss: 0.0311799 | Time: 1914.64 ms [2022-04-20 15:32:22 main:581] : INFO : Epoch 1643 | loss: 0.0311187 | val_loss: 0.0311806 | Time: 1908.66 ms [2022-04-20 15:32:24 main:581] : INFO : Epoch 1644 | loss: 0.0311208 | val_loss: 0.0311758 | Time: 1911.3 ms [2022-04-20 15:32:26 main:581] : INFO : Epoch 1645 | loss: 0.0311269 | val_loss: 0.0311766 | Time: 1912.35 ms [2022-04-20 15:32:28 main:581] : INFO : Epoch 1646 | loss: 0.0311262 | val_loss: 0.0311716 | Time: 1903.6 ms [2022-04-20 15:32:30 main:581] : INFO : Epoch 1647 | loss: 0.0311243 | val_loss: 0.0311772 | Time: 1907.85 ms [2022-04-20 15:32:31 main:581] : INFO : Epoch 1648 | loss: 0.0311332 | val_loss: 0.031171 | Time: 1914.84 ms [2022-04-20 15:32:33 main:581] : INFO : Epoch 1649 | loss: 0.0311316 | val_loss: 0.0311727 | Time: 1913.56 ms [2022-04-20 15:32:35 main:581] : INFO : Epoch 1650 | loss: 0.0311256 | val_loss: 0.0311793 | Time: 1914.07 ms [2022-04-20 15:32:37 main:581] : INFO : Epoch 1651 | loss: 0.0311238 | val_loss: 0.0311716 | Time: 1910.14 ms [2022-04-20 15:32:39 main:581] : INFO : Epoch 1652 | loss: 0.0311247 | val_loss: 0.0311802 | Time: 1903.97 ms [2022-04-20 15:32:41 main:581] : INFO : Epoch 1653 | loss: 0.0311231 | val_loss: 0.0311813 | Time: 1913.9 ms [2022-04-20 15:32:43 main:581] : INFO : Epoch 1654 | loss: 0.0311222 | val_loss: 0.031177 | Time: 1906.43 ms [2022-04-20 15:32:45 main:581] : INFO : Epoch 1655 | loss: 0.0311229 | val_loss: 0.031173 | Time: 1916.78 ms [2022-04-20 15:32:47 main:581] : INFO : Epoch 1656 | loss: 0.0311219 | val_loss: 0.031183 | Time: 1907.75 ms [2022-04-20 15:32:49 main:581] : INFO : Epoch 1657 | loss: 0.0311242 | val_loss: 0.0311827 | Time: 1911.26 ms [2022-04-20 15:32:51 main:581] : INFO : Epoch 1658 | loss: 0.0311262 | val_loss: 0.0311848 | Time: 1910.09 ms [2022-04-20 15:32:52 main:581] : INFO : Epoch 1659 | loss: 0.0311276 | val_loss: 0.0311747 | Time: 1908.46 ms [2022-04-20 15:32:54 main:581] : INFO : Epoch 1660 | loss: 0.0311271 | val_loss: 0.031184 | Time: 1905.98 ms [2022-04-20 15:32:56 main:581] : INFO : Epoch 1661 | loss: 0.0311233 | val_loss: 0.0311705 | Time: 1916.71 ms [2022-04-20 15:32:58 main:581] : INFO : Epoch 1662 | loss: 0.0311201 | val_loss: 0.0311788 | Time: 1907.53 ms [2022-04-20 15:33:00 main:581] : INFO : Epoch 1663 | loss: 0.0311211 | val_loss: 0.0311773 | Time: 1918.91 ms [2022-04-20 15:33:02 main:581] : INFO : Epoch 1664 | loss: 0.0311206 | val_loss: 0.0311768 | Time: 1904.25 ms [2022-04-20 15:33:04 main:581] : INFO : Epoch 1665 | loss: 0.0311176 | val_loss: 0.0311815 | Time: 1902.49 ms [2022-04-20 15:33:06 main:581] : INFO : Epoch 1666 | loss: 0.0311171 | val_loss: 0.031179 | Time: 1913.74 ms [2022-04-20 15:33:08 main:581] : INFO : Epoch 1667 | loss: 0.0311171 | val_loss: 0.0311788 | Time: 1906.06 ms [2022-04-20 15:33:10 main:581] : INFO : Epoch 1668 | loss: 0.0311171 | val_loss: 0.0311731 | Time: 1911.18 ms [2022-04-20 15:33:12 main:581] : INFO : Epoch 1669 | loss: 0.0311168 | val_loss: 0.0311831 | Time: 1913 ms [2022-04-20 15:33:13 main:581] : INFO : Epoch 1670 | loss: 0.031117 | val_loss: 0.0311718 | Time: 1907.14 ms [2022-04-20 15:33:15 main:581] : INFO : Epoch 1671 | loss: 0.0311232 | val_loss: 0.0311821 | Time: 1916.62 ms [2022-04-20 15:33:17 main:581] : INFO : Epoch 1672 | loss: 0.0311241 | val_loss: 0.031176 | Time: 1908.61 ms [2022-04-20 15:33:19 main:581] : INFO : Epoch 1673 | loss: 0.0311204 | val_loss: 0.0311772 | Time: 1906.14 ms [2022-04-20 15:33:21 main:581] : INFO : Epoch 1674 | loss: 0.0311227 | val_loss: 0.0311784 | Time: 1915.94 ms [2022-04-20 15:33:23 main:581] : INFO : Epoch 1675 | loss: 0.0311216 | val_loss: 0.0311748 | Time: 1909.64 ms [2022-04-20 15:33:25 main:581] : INFO : Epoch 1676 | loss: 0.0311192 | val_loss: 0.0311859 | Time: 1915.51 ms [2022-04-20 15:33:27 main:581] : INFO : Epoch 1677 | loss: 0.0311184 | val_loss: 0.031173 | Time: 1905 ms [2022-04-20 15:33:29 main:581] : INFO : Epoch 1678 | loss: 0.0311181 | val_loss: 0.0311775 | Time: 1907.71 ms [2022-04-20 15:33:31 main:581] : INFO : Epoch 1679 | loss: 0.0311199 | val_loss: 0.0311812 | Time: 1912.11 ms [2022-04-20 15:33:33 main:581] : INFO : Epoch 1680 | loss: 0.0311182 | val_loss: 0.0311768 | Time: 1911.43 ms [2022-04-20 15:33:34 main:581] : INFO : Epoch 1681 | loss: 0.0311187 | val_loss: 0.031181 | Time: 1907.06 ms [2022-04-20 15:33:36 main:581] : INFO : Epoch 1682 | loss: 0.0311204 | val_loss: 0.0311799 | Time: 1917.52 ms [2022-04-20 15:33:38 main:581] : INFO : Epoch 1683 | loss: 0.0311168 | val_loss: 0.0311751 | Time: 1910.51 ms [2022-04-20 15:33:40 main:581] : INFO : Epoch 1684 | loss: 0.031114 | val_loss: 0.031179 | Time: 1911.82 ms [2022-04-20 15:33:42 main:581] : INFO : Epoch 1685 | loss: 0.0311144 | val_loss: 0.0311823 | Time: 1909.74 ms [2022-04-20 15:33:44 main:581] : INFO : Epoch 1686 | loss: 0.0311204 | val_loss: 0.0311744 | Time: 1906.02 ms [2022-04-20 15:33:46 main:581] : INFO : Epoch 1687 | loss: 0.0311184 | val_loss: 0.0311729 | Time: 1916.36 ms [2022-04-20 15:33:48 main:581] : INFO : Epoch 1688 | loss: 0.0311169 | val_loss: 0.0311773 | Time: 1905.13 ms [2022-04-20 15:33:50 main:581] : INFO : Epoch 1689 | loss: 0.031115 | val_loss: 0.03118 | Time: 1910.58 ms [2022-04-20 15:33:52 main:581] : INFO : Epoch 1690 | loss: 0.0311153 | val_loss: 0.0311786 | Time: 1908.26 ms [2022-04-20 15:33:54 main:581] : INFO : Epoch 1691 | loss: 0.0311146 | val_loss: 0.0311814 | Time: 1908.59 ms [2022-04-20 15:33:55 main:581] : INFO : Epoch 1692 | loss: 0.0311162 | val_loss: 0.0311732 | Time: 1913.22 ms [2022-04-20 15:33:57 main:581] : INFO : Epoch 1693 | loss: 0.031118 | val_loss: 0.031179 | Time: 1910.72 ms [2022-04-20 15:33:59 main:581] : INFO : Epoch 1694 | loss: 0.0311172 | val_loss: 0.0311762 | Time: 1908.12 ms [2022-04-20 15:34:01 main:581] : INFO : Epoch 1695 | loss: 0.0311194 | val_loss: 0.0311781 | Time: 1914 ms [2022-04-20 15:34:03 main:581] : INFO : Epoch 1696 | loss: 0.0311202 | val_loss: 0.0311774 | Time: 1902.6 ms [2022-04-20 15:34:05 main:581] : INFO : Epoch 1697 | loss: 0.0311153 | val_loss: 0.0311851 | Time: 1914.49 ms [2022-04-20 15:34:07 main:581] : INFO : Epoch 1698 | loss: 0.0311186 | val_loss: 0.0311835 | Time: 1907.51 ms [2022-04-20 15:34:09 main:581] : INFO : Epoch 1699 | loss: 0.031123 | val_loss: 0.0311784 | Time: 1910.34 ms [2022-04-20 15:34:11 main:581] : INFO : Epoch 1700 | loss: 0.0311236 | val_loss: 0.0311765 | Time: 1913.43 ms [2022-04-20 15:34:13 main:581] : INFO : Epoch 1701 | loss: 0.031122 | val_loss: 0.031179 | Time: 1909.25 ms [2022-04-20 15:34:15 main:581] : INFO : Epoch 1702 | loss: 0.0311205 | val_loss: 0.0311738 | Time: 1903.28 ms [2022-04-20 15:34:16 main:581] : INFO : Epoch 1703 | loss: 0.0311238 | val_loss: 0.0311807 | Time: 1912.81 ms [2022-04-20 15:34:18 main:581] : INFO : Epoch 1704 | loss: 0.0311256 | val_loss: 0.0311744 | Time: 1909.96 ms [2022-04-20 15:34:20 main:581] : INFO : Epoch 1705 | loss: 0.0311254 | val_loss: 0.0311724 | Time: 1915.04 ms [2022-04-20 15:34:22 main:581] : INFO : Epoch 1706 | loss: 0.0311231 | val_loss: 0.0311788 | Time: 1913.45 ms [2022-04-20 15:34:24 main:581] : INFO : Epoch 1707 | loss: 0.0311182 | val_loss: 0.0311768 | Time: 1904.88 ms [2022-04-20 15:34:26 main:581] : INFO : Epoch 1708 | loss: 0.031115 | val_loss: 0.0311734 | Time: 1913.97 ms [2022-04-20 15:34:28 main:581] : INFO : Epoch 1709 | loss: 0.0311144 | val_loss: 0.0311767 | Time: 1904.57 ms [2022-04-20 15:34:30 main:581] : INFO : Epoch 1710 | loss: 0.0311141 | val_loss: 0.0311836 | Time: 1914.46 ms [2022-04-20 15:34:32 main:581] : INFO : Epoch 1711 | loss: 0.0311159 | val_loss: 0.0311754 | Time: 1909.4 ms [2022-04-20 15:34:34 main:581] : INFO : Epoch 1712 | loss: 0.0311201 | val_loss: 0.0311819 | Time: 1911.55 ms [2022-04-20 15:34:36 main:581] : INFO : Epoch 1713 | loss: 0.0311249 | val_loss: 0.0311748 | Time: 1913.26 ms [2022-04-20 15:34:38 main:581] : INFO : Epoch 1714 | loss: 0.0311232 | val_loss: 0.0311751 | Time: 1909.38 ms [2022-04-20 15:34:39 main:581] : INFO : Epoch 1715 | loss: 0.0311228 | val_loss: 0.0311754 | Time: 1905.55 ms [2022-04-20 15:34:41 main:581] : INFO : Epoch 1716 | loss: 0.0311224 | val_loss: 0.0311727 | Time: 1916.22 ms [2022-04-20 15:34:43 main:581] : INFO : Epoch 1717 | loss: 0.0311223 | val_loss: 0.0311721 | Time: 1905.75 ms [2022-04-20 15:34:45 main:581] : INFO : Epoch 1718 | loss: 0.0311281 | val_loss: 0.0311775 | Time: 1934.27 ms [2022-04-20 15:34:47 main:581] : INFO : Epoch 1719 | loss: 0.031132 | val_loss: 0.0311761 | Time: 1903.82 ms [2022-04-20 15:34:49 main:581] : INFO : Epoch 1720 | loss: 0.0311278 | val_loss: 0.0311714 | Time: 1907.95 ms [2022-04-20 15:34:51 main:581] : INFO : Epoch 1721 | loss: 0.0311265 | val_loss: 0.0311869 | Time: 1911.17 ms [2022-04-20 15:34:53 main:581] : INFO : Epoch 1722 | loss: 0.0311291 | val_loss: 0.0311729 | Time: 1906.6 ms [2022-04-20 15:34:55 main:581] : INFO : Epoch 1723 | loss: 0.0311364 | val_loss: 0.0311721 | Time: 1917.78 ms [2022-04-20 15:34:57 main:581] : INFO : Epoch 1724 | loss: 0.031132 | val_loss: 0.0311723 | Time: 1908.07 ms [2022-04-20 15:34:59 main:581] : INFO : Epoch 1725 | loss: 0.0311295 | val_loss: 0.0311726 | Time: 1908.46 ms [2022-04-20 15:35:00 main:581] : INFO : Epoch 1726 | loss: 0.0311334 | val_loss: 0.0311757 | Time: 1914.32 ms [2022-04-20 15:35:02 main:581] : INFO : Epoch 1727 | loss: 0.0311333 | val_loss: 0.0311818 | Time: 1912.98 ms [2022-04-20 15:35:04 main:581] : INFO : Epoch 1728 | loss: 0.0311303 | val_loss: 0.0311767 | Time: 1912.95 ms [2022-04-20 15:35:06 main:581] : INFO : Epoch 1729 | loss: 0.0311233 | val_loss: 0.0311769 | Time: 1918.6 ms [2022-04-20 15:35:08 main:581] : INFO : Epoch 1730 | loss: 0.0311237 | val_loss: 0.0311737 | Time: 1907.08 ms [2022-04-20 15:35:10 main:581] : INFO : Epoch 1731 | loss: 0.0311285 | val_loss: 0.0311822 | Time: 1916.54 ms [2022-04-20 15:35:12 main:581] : INFO : Epoch 1732 | loss: 0.0311284 | val_loss: 0.0311769 | Time: 1906.48 ms [2022-04-20 15:35:14 main:581] : INFO : Epoch 1733 | loss: 0.0311236 | val_loss: 0.0311827 | Time: 1906.13 ms [2022-04-20 15:35:16 main:581] : INFO : Epoch 1734 | loss: 0.0311208 | val_loss: 0.0311778 | Time: 1913.34 ms [2022-04-20 15:35:18 main:581] : INFO : Epoch 1735 | loss: 0.0311224 | val_loss: 0.0311806 | Time: 1910.96 ms [2022-04-20 15:35:20 main:581] : INFO : Epoch 1736 | loss: 0.0311207 | val_loss: 0.0311762 | Time: 1908.45 ms [2022-04-20 15:35:21 main:581] : INFO : Epoch 1737 | loss: 0.03112 | val_loss: 0.0311887 | Time: 1915.59 ms [2022-04-20 15:35:23 main:581] : INFO : Epoch 1738 | loss: 0.0311233 | val_loss: 0.0311784 | Time: 1902.79 ms [2022-04-20 15:35:25 main:581] : INFO : Epoch 1739 | loss: 0.0311173 | val_loss: 0.0311819 | Time: 1912.66 ms [2022-04-20 15:35:27 main:581] : INFO : Epoch 1740 | loss: 0.0311169 | val_loss: 0.0311734 | Time: 1904.9 ms [2022-04-20 15:35:29 main:581] : INFO : Epoch 1741 | loss: 0.0311159 | val_loss: 0.0311832 | Time: 1904.46 ms [2022-04-20 15:35:31 main:581] : INFO : Epoch 1742 | loss: 0.0311181 | val_loss: 0.0311722 | Time: 1916.79 ms [2022-04-20 15:35:33 main:581] : INFO : Epoch 1743 | loss: 0.0311206 | val_loss: 0.0311774 | Time: 1910.72 ms [2022-04-20 15:35:35 main:581] : INFO : Epoch 1744 | loss: 0.0311212 | val_loss: 0.0311785 | Time: 1915.28 ms [2022-04-20 15:35:37 main:581] : INFO : Epoch 1745 | loss: 0.0311199 | val_loss: 0.031179 | Time: 1904.99 ms [2022-04-20 15:35:39 main:581] : INFO : Epoch 1746 | loss: 0.0311179 | val_loss: 0.0311775 | Time: 1908.58 ms [2022-04-20 15:35:41 main:581] : INFO : Epoch 1747 | loss: 0.0311174 | val_loss: 0.0311774 | Time: 1911.3 ms [2022-04-20 15:35:42 main:581] : INFO : Epoch 1748 | loss: 0.0311174 | val_loss: 0.0311783 | Time: 1909.57 ms [2022-04-20 15:35:44 main:581] : INFO : Epoch 1749 | loss: 0.0311127 | val_loss: 0.0311812 | Time: 1908.04 ms [2022-04-20 15:35:46 main:581] : INFO : Epoch 1750 | loss: 0.0311124 | val_loss: 0.0311839 | Time: 1911.97 ms [2022-04-20 15:35:48 main:581] : INFO : Epoch 1751 | loss: 0.0311138 | val_loss: 0.0311786 | Time: 1905.88 ms [2022-04-20 15:35:50 main:581] : INFO : Epoch 1752 | loss: 0.0311144 | val_loss: 0.0311748 | Time: 1914.08 ms [2022-04-20 15:35:52 main:581] : INFO : Epoch 1753 | loss: 0.0311131 | val_loss: 0.0311834 | Time: 1905.7 ms [2022-04-20 15:35:54 main:581] : INFO : Epoch 1754 | loss: 0.0311127 | val_loss: 0.0311735 | Time: 1910.95 ms [2022-04-20 15:35:56 main:581] : INFO : Epoch 1755 | loss: 0.0311111 | val_loss: 0.0311786 | Time: 1912.69 ms [2022-04-20 15:35:58 main:581] : INFO : Epoch 1756 | loss: 0.0311115 | val_loss: 0.0311805 | Time: 1906.55 ms [2022-04-20 15:36:00 main:581] : INFO : Epoch 1757 | loss: 0.0311117 | val_loss: 0.031176 | Time: 1909.35 ms [2022-04-20 15:36:02 main:581] : INFO : Epoch 1758 | loss: 0.0311157 | val_loss: 0.0311774 | Time: 1919.7 ms [2022-04-20 15:36:04 main:581] : INFO : Epoch 1759 | loss: 0.031116 | val_loss: 0.0311718 | Time: 1905.59 ms [2022-04-20 15:36:05 main:581] : INFO : Epoch 1760 | loss: 0.0311195 | val_loss: 0.0311775 | Time: 1914.17 ms [2022-04-20 15:36:07 main:581] : INFO : Epoch 1761 | loss: 0.0311151 | val_loss: 0.0311748 | Time: 1911.64 ms [2022-04-20 15:36:09 main:581] : INFO : Epoch 1762 | loss: 0.0311118 | val_loss: 0.0311734 | Time: 1904.31 ms [2022-04-20 15:36:11 main:581] : INFO : Epoch 1763 | loss: 0.0311147 | val_loss: 0.0311917 | Time: 1912.78 ms [2022-04-20 15:36:13 main:581] : INFO : Epoch 1764 | loss: 0.0311179 | val_loss: 0.0311776 | Time: 1904.41 ms [2022-04-20 15:36:15 main:581] : INFO : Epoch 1765 | loss: 0.0311165 | val_loss: 0.0311801 | Time: 1921.85 ms [2022-04-20 15:36:17 main:581] : INFO : Epoch 1766 | loss: 0.0311171 | val_loss: 0.0311836 | Time: 1906.69 ms [2022-04-20 15:36:19 main:581] : INFO : Epoch 1767 | loss: 0.0311137 | val_loss: 0.0311764 | Time: 1911.1 ms [2022-04-20 15:36:21 main:581] : INFO : Epoch 1768 | loss: 0.0311138 | val_loss: 0.0311793 | Time: 1911.63 ms [2022-04-20 15:36:23 main:581] : INFO : Epoch 1769 | loss: 0.0311122 | val_loss: 0.0311731 | Time: 1906.69 ms [2022-04-20 15:36:25 main:581] : INFO : Epoch 1770 | loss: 0.0311138 | val_loss: 0.0311882 | Time: 1903.64 ms [2022-04-20 15:36:26 main:581] : INFO : Epoch 1771 | loss: 0.0311132 | val_loss: 0.0311799 | Time: 1918.66 ms [2022-04-20 15:36:28 main:581] : INFO : Epoch 1772 | loss: 0.0311124 | val_loss: 0.0311776 | Time: 1914.1 ms [2022-04-20 15:36:30 main:581] : INFO : Epoch 1773 | loss: 0.031112 | val_loss: 0.0311752 | Time: 1921.75 ms [2022-04-20 15:36:32 main:581] : INFO : Epoch 1774 | loss: 0.0311131 | val_loss: 0.0311755 | Time: 1909.53 ms [2022-04-20 15:36:34 main:581] : INFO : Epoch 1775 | loss: 0.0311162 | val_loss: 0.0311785 | Time: 1908.39 ms [2022-04-20 15:36:36 main:581] : INFO : Epoch 1776 | loss: 0.0311194 | val_loss: 0.0311833 | Time: 1911.97 ms [2022-04-20 15:36:38 main:581] : INFO : Epoch 1777 | loss: 0.031118 | val_loss: 0.0311832 | Time: 1909.96 ms [2022-04-20 15:36:40 main:581] : INFO : Epoch 1778 | loss: 0.0311192 | val_loss: 0.0311772 | Time: 1914.8 ms [2022-04-20 15:36:42 main:581] : INFO : Epoch 1779 | loss: 0.0311253 | val_loss: 0.0311848 | Time: 1908.34 ms [2022-04-20 15:36:44 main:581] : INFO : Epoch 1780 | loss: 0.0311229 | val_loss: 0.0311792 | Time: 1910.35 ms [2022-04-20 15:36:46 main:581] : INFO : Epoch 1781 | loss: 0.0311204 | val_loss: 0.031177 | Time: 1911.7 ms [2022-04-20 15:36:47 main:581] : INFO : Epoch 1782 | loss: 0.0311196 | val_loss: 0.0311746 | Time: 1913.4 ms [2022-04-20 15:36:49 main:581] : INFO : Epoch 1783 | loss: 0.031118 | val_loss: 0.0311697 | Time: 1912.67 ms [2022-04-20 15:36:51 main:581] : INFO : Epoch 1784 | loss: 0.0311188 | val_loss: 0.0311825 | Time: 1936.63 ms [2022-04-20 15:36:53 main:581] : INFO : Epoch 1785 | loss: 0.0311184 | val_loss: 0.0311716 | Time: 1906.95 ms [2022-04-20 15:36:55 main:581] : INFO : Epoch 1786 | loss: 0.0311188 | val_loss: 0.0311892 | Time: 1916.45 ms [2022-04-20 15:36:57 main:581] : INFO : Epoch 1787 | loss: 0.0311153 | val_loss: 0.0311782 | Time: 1902.27 ms [2022-04-20 15:36:59 main:581] : INFO : Epoch 1788 | loss: 0.0311144 | val_loss: 0.031177 | Time: 1906.46 ms [2022-04-20 15:37:01 main:581] : INFO : Epoch 1789 | loss: 0.0311181 | val_loss: 0.0311774 | Time: 1915.06 ms [2022-04-20 15:37:03 main:581] : INFO : Epoch 1790 | loss: 0.0311155 | val_loss: 0.031179 | Time: 1910.51 ms [2022-04-20 15:37:05 main:581] : INFO : Epoch 1791 | loss: 0.0311216 | val_loss: 0.0311735 | Time: 1910.54 ms [2022-04-20 15:37:07 main:581] : INFO : Epoch 1792 | loss: 0.0311272 | val_loss: 0.0311791 | Time: 1914.7 ms [2022-04-20 15:37:09 main:581] : INFO : Epoch 1793 | loss: 0.0311246 | val_loss: 0.0311771 | Time: 1902.49 ms [2022-04-20 15:37:10 main:581] : INFO : Epoch 1794 | loss: 0.0311209 | val_loss: 0.0311718 | Time: 1913.52 ms [2022-04-20 15:37:12 main:581] : INFO : Epoch 1795 | loss: 0.031119 | val_loss: 0.0311844 | Time: 1908.76 ms [2022-04-20 15:37:14 main:581] : INFO : Epoch 1796 | loss: 0.0311207 | val_loss: 0.0311758 | Time: 1914.5 ms [2022-04-20 15:37:16 main:581] : INFO : Epoch 1797 | loss: 0.0311178 | val_loss: 0.0311883 | Time: 1917 ms [2022-04-20 15:37:18 main:581] : INFO : Epoch 1798 | loss: 0.0311185 | val_loss: 0.0311764 | Time: 1911.28 ms [2022-04-20 15:37:20 main:581] : INFO : Epoch 1799 | loss: 0.0311181 | val_loss: 0.0311838 | Time: 1916.46 ms [2022-04-20 15:37:22 main:581] : INFO : Epoch 1800 | loss: 0.0311161 | val_loss: 0.031188 | Time: 1905.71 ms [2022-04-20 15:37:24 main:581] : INFO : Epoch 1801 | loss: 0.0311157 | val_loss: 0.0311869 | Time: 1910.21 ms [2022-04-20 15:37:26 main:581] : INFO : Epoch 1802 | loss: 0.0311148 | val_loss: 0.0311803 | Time: 1915.8 ms [2022-04-20 15:37:28 main:581] : INFO : Epoch 1803 | loss: 0.0311151 | val_loss: 0.0311828 | Time: 1912.67 ms [2022-04-20 15:37:30 main:581] : INFO : Epoch 1804 | loss: 0.0311142 | val_loss: 0.0311791 | Time: 1913.11 ms [2022-04-20 15:37:32 main:581] : INFO : Epoch 1805 | loss: 0.0311139 | val_loss: 0.0311801 | Time: 1948.42 ms [2022-04-20 15:37:33 main:581] : INFO : Epoch 1806 | loss: 0.0311143 | val_loss: 0.0311846 | Time: 1908.87 ms [2022-04-20 15:37:35 main:581] : INFO : Epoch 1807 | loss: 0.031115 | val_loss: 0.0311818 | Time: 1916.19 ms [2022-04-20 15:37:37 main:581] : INFO : Epoch 1808 | loss: 0.0311147 | val_loss: 0.0311779 | Time: 1909.26 ms [2022-04-20 15:37:39 main:581] : INFO : Epoch 1809 | loss: 0.0311159 | val_loss: 0.0311818 | Time: 1911.65 ms [2022-04-20 15:37:41 main:581] : INFO : Epoch 1810 | loss: 0.031115 | val_loss: 0.0311824 | Time: 1918.04 ms [2022-04-20 15:37:43 main:581] : INFO : Epoch 1811 | loss: 0.0311174 | val_loss: 0.0311734 | Time: 1911.13 ms [2022-04-20 15:37:45 main:581] : INFO : Epoch 1812 | loss: 0.0311162 | val_loss: 0.0311944 | Time: 1930.72 ms [2022-04-20 15:37:47 main:581] : INFO : Epoch 1813 | loss: 0.0311127 | val_loss: 0.0311866 | Time: 1923.71 ms [2022-04-20 15:37:49 main:581] : INFO : Epoch 1814 | loss: 0.0311115 | val_loss: 0.0311807 | Time: 1913.43 ms [2022-04-20 15:37:51 main:581] : INFO : Epoch 1815 | loss: 0.0311129 | val_loss: 0.0311786 | Time: 1922.97 ms [2022-04-20 15:37:53 main:581] : INFO : Epoch 1816 | loss: 0.031114 | val_loss: 0.0311775 | Time: 1909.62 ms [2022-04-20 15:37:54 main:581] : INFO : Epoch 1817 | loss: 0.0311126 | val_loss: 0.0311787 | Time: 1909.36 ms [2022-04-20 15:37:56 main:581] : INFO : Epoch 1818 | loss: 0.0311133 | val_loss: 0.0311888 | Time: 1910.75 ms [2022-04-20 15:37:58 main:581] : INFO : Epoch 1819 | loss: 0.0311125 | val_loss: 0.0311807 | Time: 1905.94 ms [2022-04-20 15:38:00 main:581] : INFO : Epoch 1820 | loss: 0.0311106 | val_loss: 0.0311867 | Time: 1919.73 ms [2022-04-20 15:38:02 main:581] : INFO : Epoch 1821 | loss: 0.031108 | val_loss: 0.0311797 | Time: 1911.18 ms [2022-04-20 15:38:04 main:581] : INFO : Epoch 1822 | loss: 0.0311094 | val_loss: 0.0311891 | Time: 1915.28 ms [2022-04-20 15:38:06 main:581] : INFO : Epoch 1823 | loss: 0.0311096 | val_loss: 0.0311857 | Time: 1920.53 ms [2022-04-20 15:38:08 main:581] : INFO : Epoch 1824 | loss: 0.0311075 | val_loss: 0.0311838 | Time: 1911.52 ms [2022-04-20 15:38:10 main:581] : INFO : Epoch 1825 | loss: 0.0311106 | val_loss: 0.0311777 | Time: 1915.53 ms [2022-04-20 15:38:12 main:581] : INFO : Epoch 1826 | loss: 0.031108 | val_loss: 0.0311825 | Time: 1916.18 ms [2022-04-20 15:38:14 main:581] : INFO : Epoch 1827 | loss: 0.031113 | val_loss: 0.0311861 | Time: 1913 ms [2022-04-20 15:38:16 main:581] : INFO : Epoch 1828 | loss: 0.0311122 | val_loss: 0.0311773 | Time: 1923.1 ms [2022-04-20 15:38:17 main:581] : INFO : Epoch 1829 | loss: 0.0311149 | val_loss: 0.0311834 | Time: 1907.31 ms [2022-04-20 15:38:19 main:581] : INFO : Epoch 1830 | loss: 0.0311157 | val_loss: 0.0311895 | Time: 1913.46 ms [2022-04-20 15:38:21 main:581] : INFO : Epoch 1831 | loss: 0.0311146 | val_loss: 0.0311809 | Time: 1917.07 ms [2022-04-20 15:38:23 main:581] : INFO : Epoch 1832 | loss: 0.0311123 | val_loss: 0.0311849 | Time: 1911.74 ms [2022-04-20 15:38:25 main:581] : INFO : Epoch 1833 | loss: 0.0311125 | val_loss: 0.0311803 | Time: 1916.01 ms [2022-04-20 15:38:27 main:581] : INFO : Epoch 1834 | loss: 0.031119 | val_loss: 0.0311799 | Time: 1912.71 ms [2022-04-20 15:38:29 main:581] : INFO : Epoch 1835 | loss: 0.0311179 | val_loss: 0.0311784 | Time: 1912.16 ms [2022-04-20 15:38:31 main:581] : INFO : Epoch 1836 | loss: 0.0311266 | val_loss: 0.031176 | Time: 1916.58 ms [2022-04-20 15:38:33 main:581] : INFO : Epoch 1837 | loss: 0.0311256 | val_loss: 0.0311809 | Time: 1907.81 ms [2022-04-20 15:38:35 main:581] : INFO : Epoch 1838 | loss: 0.031124 | val_loss: 0.0311819 | Time: 1911.65 ms [2022-04-20 15:38:37 main:581] : INFO : Epoch 1839 | loss: 0.0311219 | val_loss: 0.0311912 | Time: 1913.43 ms [2022-04-20 15:38:39 main:581] : INFO : Epoch 1840 | loss: 0.0311238 | val_loss: 0.0311794 | Time: 1907.88 ms [2022-04-20 15:38:40 main:581] : INFO : Epoch 1841 | loss: 0.0311254 | val_loss: 0.0311801 | Time: 1922.07 ms [2022-04-20 15:38:42 main:581] : INFO : Epoch 1842 | loss: 0.0311217 | val_loss: 0.03118 | Time: 1908.58 ms [2022-04-20 15:38:44 main:581] : INFO : Epoch 1843 | loss: 0.031118 | val_loss: 0.0311763 | Time: 1909.87 ms [2022-04-20 15:38:46 main:581] : INFO : Epoch 1844 | loss: 0.0311176 | val_loss: 0.0311817 | Time: 1915.26 ms [2022-04-20 15:38:48 main:581] : INFO : Epoch 1845 | loss: 0.0311138 | val_loss: 0.0311823 | Time: 1911.86 ms [2022-04-20 15:38:50 main:581] : INFO : Epoch 1846 | loss: 0.0311131 | val_loss: 0.0311805 | Time: 1936.73 ms [2022-04-20 15:38:52 main:581] : INFO : Epoch 1847 | loss: 0.0311173 | val_loss: 0.0311757 | Time: 1912.81 ms [2022-04-20 15:38:54 main:581] : INFO : Epoch 1848 | loss: 0.0311217 | val_loss: 0.0311764 | Time: 1906.83 ms [2022-04-20 15:38:56 main:581] : INFO : Epoch 1849 | loss: 0.0311239 | val_loss: 0.0311746 | Time: 1914.89 ms [2022-04-20 15:38:58 main:581] : INFO : Epoch 1850 | loss: 0.0311218 | val_loss: 0.0311771 | Time: 1904.91 ms [2022-04-20 15:39:00 main:581] : INFO : Epoch 1851 | loss: 0.0311198 | val_loss: 0.0311786 | Time: 1910.29 ms [2022-04-20 15:39:01 main:581] : INFO : Epoch 1852 | loss: 0.0311184 | val_loss: 0.0311795 | Time: 1919.19 ms [2022-04-20 15:39:03 main:581] : INFO : Epoch 1853 | loss: 0.0311173 | val_loss: 0.031177 | Time: 1914.24 ms [2022-04-20 15:39:05 main:581] : INFO : Epoch 1854 | loss: 0.0311161 | val_loss: 0.0311822 | Time: 1911.68 ms [2022-04-20 15:39:07 main:581] : INFO : Epoch 1855 | loss: 0.0311181 | val_loss: 0.0311916 | Time: 1907.79 ms [2022-04-20 15:39:09 main:581] : INFO : Epoch 1856 | loss: 0.0311182 | val_loss: 0.0311848 | Time: 1905.33 ms [2022-04-20 15:39:11 main:581] : INFO : Epoch 1857 | loss: 0.0311128 | val_loss: 0.0311774 | Time: 1915.14 ms [2022-04-20 15:39:13 main:581] : INFO : Epoch 1858 | loss: 0.0311133 | val_loss: 0.0311823 | Time: 1907.44 ms [2022-04-20 15:39:15 main:581] : INFO : Epoch 1859 | loss: 0.0311132 | val_loss: 0.0311829 | Time: 1913.22 ms [2022-04-20 15:39:17 main:581] : INFO : Epoch 1860 | loss: 0.0311121 | val_loss: 0.031182 | Time: 1908.46 ms [2022-04-20 15:39:19 main:581] : INFO : Epoch 1861 | loss: 0.0311138 | val_loss: 0.0311772 | Time: 1903.15 ms [2022-04-20 15:39:21 main:581] : INFO : Epoch 1862 | loss: 0.0311232 | val_loss: 0.0311781 | Time: 1912.25 ms [2022-04-20 15:39:22 main:581] : INFO : Epoch 1863 | loss: 0.0311228 | val_loss: 0.0311866 | Time: 1905.1 ms [2022-04-20 15:39:24 main:581] : INFO : Epoch 1864 | loss: 0.0311195 | val_loss: 0.0311813 | Time: 1910.64 ms [2022-04-20 15:39:26 main:581] : INFO : Epoch 1865 | loss: 0.0311179 | val_loss: 0.0311778 | Time: 1913.31 ms [2022-04-20 15:39:28 main:581] : INFO : Epoch 1866 | loss: 0.031119 | val_loss: 0.0311841 | Time: 1909.24 ms [2022-04-20 15:39:30 main:581] : INFO : Epoch 1867 | loss: 0.0311148 | val_loss: 0.0311864 | Time: 1910.37 ms [2022-04-20 15:39:32 main:581] : INFO : Epoch 1868 | loss: 0.0311121 | val_loss: 0.0311843 | Time: 1911.38 ms [2022-04-20 15:39:34 main:581] : INFO : Epoch 1869 | loss: 0.0311092 | val_loss: 0.0311842 | Time: 1905.69 ms [2022-04-20 15:39:36 main:581] : INFO : Epoch 1870 | loss: 0.031113 | val_loss: 0.0311824 | Time: 1916.79 ms [2022-04-20 15:39:38 main:581] : INFO : Epoch 1871 | loss: 0.0311218 | val_loss: 0.0311781 | Time: 1905.84 ms [2022-04-20 15:39:40 main:581] : INFO : Epoch 1872 | loss: 0.0311428 | val_loss: 0.031177 | Time: 1914.82 ms [2022-04-20 15:39:42 main:581] : INFO : Epoch 1873 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 1906.81 ms [2022-04-20 15:39:43 main:581] : INFO : Epoch 1874 | loss: 0.0311361 | val_loss: 0.0311792 | Time: 1905.37 ms [2022-04-20 15:39:45 main:581] : INFO : Epoch 1875 | loss: 0.0311303 | val_loss: 0.0311696 | Time: 1912.37 ms [2022-04-20 15:39:47 main:581] : INFO : Epoch 1876 | loss: 0.0311264 | val_loss: 0.0311747 | Time: 1916.36 ms [2022-04-20 15:39:49 main:581] : INFO : Epoch 1877 | loss: 0.0311238 | val_loss: 0.0311774 | Time: 1913.59 ms [2022-04-20 15:39:51 main:581] : INFO : Epoch 1878 | loss: 0.0311218 | val_loss: 0.031183 | Time: 1916.19 ms [2022-04-20 15:39:53 main:581] : INFO : Epoch 1879 | loss: 0.031124 | val_loss: 0.0311726 | Time: 1908.28 ms [2022-04-20 15:39:55 main:581] : INFO : Epoch 1880 | loss: 0.0311218 | val_loss: 0.0311776 | Time: 1930.06 ms [2022-04-20 15:39:57 main:581] : INFO : Epoch 1881 | loss: 0.0311203 | val_loss: 0.0311798 | Time: 1908.52 ms [2022-04-20 15:39:59 main:581] : INFO : Epoch 1882 | loss: 0.0311186 | val_loss: 0.0311823 | Time: 1904.47 ms [2022-04-20 15:40:01 main:581] : INFO : Epoch 1883 | loss: 0.0311173 | val_loss: 0.0311746 | Time: 1917.44 ms [2022-04-20 15:40:03 main:581] : INFO : Epoch 1884 | loss: 0.0311221 | val_loss: 0.0311733 | Time: 1906.54 ms [2022-04-20 15:40:05 main:581] : INFO : Epoch 1885 | loss: 0.0311203 | val_loss: 0.0311782 | Time: 1905.64 ms [2022-04-20 15:40:06 main:581] : INFO : Epoch 1886 | loss: 0.0311185 | val_loss: 0.0311849 | Time: 1927.68 ms [2022-04-20 15:40:08 main:581] : INFO : Epoch 1887 | loss: 0.0311184 | val_loss: 0.0311822 | Time: 1905.17 ms [2022-04-20 15:40:10 main:581] : INFO : Epoch 1888 | loss: 0.03112 | val_loss: 0.0311737 | Time: 1909.46 ms [2022-04-20 15:40:12 main:581] : INFO : Epoch 1889 | loss: 0.0311188 | val_loss: 0.0311831 | Time: 1909.85 ms [2022-04-20 15:40:14 main:581] : INFO : Epoch 1890 | loss: 0.0311197 | val_loss: 0.0311775 | Time: 1907.75 ms [2022-04-20 15:40:16 main:581] : INFO : Epoch 1891 | loss: 0.0311198 | val_loss: 0.0311883 | Time: 1912.68 ms [2022-04-20 15:40:18 main:581] : INFO : Epoch 1892 | loss: 0.0311164 | val_loss: 0.0311872 | Time: 1904.25 ms [2022-04-20 15:40:20 main:581] : INFO : Epoch 1893 | loss: 0.0311276 | val_loss: 0.0311901 | Time: 1914.02 ms [2022-04-20 15:40:22 main:581] : INFO : Epoch 1894 | loss: 0.0322937 | val_loss: 0.0349611 | Time: 1908.67 ms [2022-04-20 15:40:24 main:581] : INFO : Epoch 1895 | loss: 0.0332917 | val_loss: 0.0318211 | Time: 1910.94 ms [2022-04-20 15:40:26 main:581] : INFO : Epoch 1896 | loss: 0.0314926 | val_loss: 0.0312878 | Time: 1913.77 ms [2022-04-20 15:40:27 main:581] : INFO : Epoch 1897 | loss: 0.0312419 | val_loss: 0.0312008 | Time: 1906.98 ms [2022-04-20 15:40:29 main:581] : INFO : Epoch 1898 | loss: 0.0311951 | val_loss: 0.031185 | Time: 1910.91 ms [2022-04-20 15:40:31 main:581] : INFO : Epoch 1899 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 1916.15 ms [2022-04-20 15:40:33 main:581] : INFO : Epoch 1900 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 1911.76 ms [2022-04-20 15:40:35 main:581] : INFO : Epoch 1901 | loss: 0.031168 | val_loss: 0.031176 | Time: 1914.9 ms [2022-04-20 15:40:37 main:581] : INFO : Epoch 1902 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1911.5 ms [2022-04-20 15:40:39 main:581] : INFO : Epoch 1903 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 1906.15 ms [2022-04-20 15:40:41 main:581] : INFO : Epoch 1904 | loss: 0.0311638 | val_loss: 0.031171 | Time: 1914.98 ms [2022-04-20 15:40:43 main:581] : INFO : Epoch 1905 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 1905.01 ms [2022-04-20 15:40:45 main:581] : INFO : Epoch 1906 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 1914.5 ms [2022-04-20 15:40:47 main:581] : INFO : Epoch 1907 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 1908.33 ms [2022-04-20 15:40:48 main:581] : INFO : Epoch 1908 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 1911.32 ms [2022-04-20 15:40:50 main:581] : INFO : Epoch 1909 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 1914.91 ms [2022-04-20 15:40:52 main:581] : INFO : Epoch 1910 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 1909.71 ms [2022-04-20 15:40:54 main:581] : INFO : Epoch 1911 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 1906.88 ms [2022-04-20 15:40:56 main:581] : INFO : Epoch 1912 | loss: 0.0311493 | val_loss: 0.0311704 | Time: 1920.22 ms [2022-04-20 15:40:58 main:581] : INFO : Epoch 1913 | loss: 0.0311473 | val_loss: 0.0311687 | Time: 1913.36 ms [2022-04-20 15:41:00 main:581] : INFO : Epoch 1914 | loss: 0.0311469 | val_loss: 0.0311664 | Time: 1922.43 ms [2022-04-20 15:41:02 main:581] : INFO : Epoch 1915 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 1910.83 ms [2022-04-20 15:41:04 main:581] : INFO : Epoch 1916 | loss: 0.0311469 | val_loss: 0.0311714 | Time: 1905.42 ms [2022-04-20 15:41:06 main:581] : INFO : Epoch 1917 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 1916.89 ms [2022-04-20 15:41:08 main:581] : INFO : Epoch 1918 | loss: 0.0311475 | val_loss: 0.031171 | Time: 1912.9 ms [2022-04-20 15:41:10 main:581] : INFO : Epoch 1919 | loss: 0.0311502 | val_loss: 0.0311703 | Time: 1910.64 ms [2022-04-20 15:41:11 main:581] : INFO : Epoch 1920 | loss: 0.0311495 | val_loss: 0.0311733 | Time: 1916.86 ms [2022-04-20 15:41:13 main:581] : INFO : Epoch 1921 | loss: 0.0311468 | val_loss: 0.0311732 | Time: 1914.23 ms [2022-04-20 15:41:15 main:581] : INFO : Epoch 1922 | loss: 0.0311433 | val_loss: 0.0311709 | Time: 1913.57 ms [2022-04-20 15:41:17 main:581] : INFO : Epoch 1923 | loss: 0.0311426 | val_loss: 0.0311777 | Time: 1909.17 ms [2022-04-20 15:41:19 main:581] : INFO : Epoch 1924 | loss: 0.0311426 | val_loss: 0.0311737 | Time: 1907.17 ms [2022-04-20 15:41:21 main:581] : INFO : Epoch 1925 | loss: 0.0311399 | val_loss: 0.0311744 | Time: 1917.33 ms [2022-04-20 15:41:23 main:581] : INFO : Epoch 1926 | loss: 0.0311396 | val_loss: 0.031173 | Time: 1907.64 ms [2022-04-20 15:41:25 main:581] : INFO : Epoch 1927 | loss: 0.0311422 | val_loss: 0.0311744 | Time: 1942.43 ms [2022-04-20 15:41:27 main:581] : INFO : Epoch 1928 | loss: 0.0311397 | val_loss: 0.031169 | Time: 1913.53 ms [2022-04-20 15:41:29 main:581] : INFO : Epoch 1929 | loss: 0.0311383 | val_loss: 0.0311722 | Time: 1907.83 ms [2022-04-20 15:41:31 main:581] : INFO : Epoch 1930 | loss: 0.0311374 | val_loss: 0.0311684 | Time: 1916.82 ms [2022-04-20 15:41:33 main:581] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311696 | Time: 1909.25 ms [2022-04-20 15:41:34 main:581] : INFO : Epoch 1932 | loss: 0.0311397 | val_loss: 0.0311708 | Time: 1905.54 ms [2022-04-20 15:41:36 main:581] : INFO : Epoch 1933 | loss: 0.0311379 | val_loss: 0.0311692 | Time: 1915.49 ms [2022-04-20 15:41:38 main:581] : INFO : Epoch 1934 | loss: 0.0311371 | val_loss: 0.0311713 | Time: 1905.33 ms [2022-04-20 15:41:40 main:581] : INFO : Epoch 1935 | loss: 0.0311388 | val_loss: 0.031175 | Time: 1910.84 ms [2022-04-20 15:41:42 main:581] : INFO : Epoch 1936 | loss: 0.0311364 | val_loss: 0.0311745 | Time: 1910.33 ms [2022-04-20 15:41:44 main:581] : INFO : Epoch 1937 | loss: 0.0311333 | val_loss: 0.031174 | Time: 1908.14 ms [2022-04-20 15:41:46 main:581] : INFO : Epoch 1938 | loss: 0.0311328 | val_loss: 0.0311752 | Time: 1918.26 ms [2022-04-20 15:41:48 main:581] : INFO : Epoch 1939 | loss: 0.0311326 | val_loss: 0.0311754 | Time: 1909.66 ms [2022-04-20 15:41:50 main:581] : INFO : Epoch 1940 | loss: 0.0311329 | val_loss: 0.0311746 | Time: 1914.91 ms [2022-04-20 15:41:52 main:581] : INFO : Epoch 1941 | loss: 0.0311328 | val_loss: 0.0311736 | Time: 1907.88 ms [2022-04-20 15:41:54 main:581] : INFO : Epoch 1942 | loss: 0.031134 | val_loss: 0.0311773 | Time: 1908.61 ms [2022-04-20 15:41:55 main:581] : INFO : Epoch 1943 | loss: 0.0311326 | val_loss: 0.0311709 | Time: 1913.79 ms [2022-04-20 15:41:57 main:581] : INFO : Epoch 1944 | loss: 0.0311319 | val_loss: 0.0311725 | Time: 1912.27 ms [2022-04-20 15:41:59 main:581] : INFO : Epoch 1945 | loss: 0.0311284 | val_loss: 0.0311706 | Time: 1909.56 ms [2022-04-20 15:42:01 main:581] : INFO : Epoch 1946 | loss: 0.0311275 | val_loss: 0.0311678 | Time: 1918.6 ms [2022-04-20 15:42:03 main:581] : INFO : Epoch 1947 | loss: 0.0311271 | val_loss: 0.0311686 | Time: 1905.02 ms [2022-04-20 15:42:05 main:581] : INFO : Epoch 1948 | loss: 0.0311283 | val_loss: 0.0311706 | Time: 1912.19 ms [2022-04-20 15:42:07 main:581] : INFO : Epoch 1949 | loss: 0.0311269 | val_loss: 0.0311705 | Time: 1908.08 ms [2022-04-20 15:42:09 main:581] : INFO : Epoch 1950 | loss: 0.0311269 | val_loss: 0.031172 | Time: 1911.22 ms [2022-04-20 15:42:11 main:581] : INFO : Epoch 1951 | loss: 0.0311284 | val_loss: 0.0311711 | Time: 1913.68 ms [2022-04-20 15:42:13 main:581] : INFO : Epoch 1952 | loss: 0.031132 | val_loss: 0.0311757 | Time: 1911.54 ms [2022-04-20 15:42:15 main:581] : INFO : Epoch 1953 | loss: 0.0311448 | val_loss: 0.0311727 | Time: 1904.3 ms [2022-04-20 15:42:16 main:581] : INFO : Epoch 1954 | loss: 0.0311438 | val_loss: 0.0311672 | Time: 1910.16 ms [2022-04-20 15:42:18 main:581] : INFO : Epoch 1955 | loss: 0.0311395 | val_loss: 0.0311696 | Time: 1908.25 ms [2022-04-20 15:42:20 main:581] : INFO : Epoch 1956 | loss: 0.0311383 | val_loss: 0.0311684 | Time: 1914.42 ms [2022-04-20 15:42:22 main:581] : INFO : Epoch 1957 | loss: 0.0311346 | val_loss: 0.0311689 | Time: 1913.03 ms [2022-04-20 15:42:24 main:581] : INFO : Epoch 1958 | loss: 0.0311347 | val_loss: 0.0311678 | Time: 1910.13 ms [2022-04-20 15:42:26 main:581] : INFO : Epoch 1959 | loss: 0.0311355 | val_loss: 0.0311712 | Time: 1913.65 ms [2022-04-20 15:42:28 main:581] : INFO : Epoch 1960 | loss: 0.0311385 | val_loss: 0.0311714 | Time: 1903.23 ms [2022-04-20 15:42:30 main:581] : INFO : Epoch 1961 | loss: 0.031137 | val_loss: 0.0311655 | Time: 1914.54 ms [2022-04-20 15:42:32 main:581] : INFO : Epoch 1962 | loss: 0.0311355 | val_loss: 0.0311684 | Time: 1907.49 ms [2022-04-20 15:42:34 main:581] : INFO : Epoch 1963 | loss: 0.0311348 | val_loss: 0.0311724 | Time: 1912.61 ms [2022-04-20 15:42:36 main:581] : INFO : Epoch 1964 | loss: 0.0311328 | val_loss: 0.0311684 | Time: 1924.8 ms [2022-04-20 15:42:38 main:581] : INFO : Epoch 1965 | loss: 0.0311334 | val_loss: 0.0311692 | Time: 1906.43 ms [2022-04-20 15:42:39 main:581] : INFO : Epoch 1966 | loss: 0.0311337 | val_loss: 0.0311701 | Time: 1905.08 ms [2022-04-20 15:42:41 main:581] : INFO : Epoch 1967 | loss: 0.0311323 | val_loss: 0.0311692 | Time: 1914.99 ms [2022-04-20 15:42:43 main:581] : INFO : Epoch 1968 | loss: 0.0311314 | val_loss: 0.0311669 | Time: 1907.66 ms [2022-04-20 15:42:45 main:581] : INFO : Epoch 1969 | loss: 0.0311303 | val_loss: 0.03117 | Time: 1917.42 ms [2022-04-20 15:42:47 main:581] : INFO : Epoch 1970 | loss: 0.0311306 | val_loss: 0.0311653 | Time: 1909.8 ms [2022-04-20 15:42:49 main:581] : INFO : Epoch 1971 | loss: 0.0311306 | val_loss: 0.0311734 | Time: 1908.98 ms [2022-04-20 15:42:51 main:581] : INFO : Epoch 1972 | loss: 0.0311301 | val_loss: 0.0311704 | Time: 1911.78 ms [2022-04-20 15:42:53 main:581] : INFO : Epoch 1973 | loss: 0.0311277 | val_loss: 0.0311686 | Time: 1911.27 ms [2022-04-20 15:42:55 main:581] : INFO : Epoch 1974 | loss: 0.0311269 | val_loss: 0.0311741 | Time: 1914.97 ms [2022-04-20 15:42:57 main:581] : INFO : Epoch 1975 | loss: 0.0311291 | val_loss: 0.0311717 | Time: 1912.03 ms [2022-04-20 15:42:59 main:581] : INFO : Epoch 1976 | loss: 0.0311293 | val_loss: 0.0311763 | Time: 1914.77 ms [2022-04-20 15:43:00 main:581] : INFO : Epoch 1977 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 1911.51 ms [2022-04-20 15:43:02 main:581] : INFO : Epoch 1978 | loss: 0.0311433 | val_loss: 0.0311679 | Time: 1908.69 ms [2022-04-20 15:43:04 main:581] : INFO : Epoch 1979 | loss: 0.0311387 | val_loss: 0.03117 | Time: 1909.33 ms [2022-04-20 15:43:06 main:581] : INFO : Epoch 1980 | loss: 0.0311386 | val_loss: 0.0311648 | Time: 1918.88 ms [2022-04-20 15:43:08 main:581] : INFO : Epoch 1981 | loss: 0.0311358 | val_loss: 0.031172 | Time: 1908.42 ms [2022-04-20 15:43:10 main:581] : INFO : Epoch 1982 | loss: 0.0311376 | val_loss: 0.0311746 | Time: 1918.1 ms [2022-04-20 15:43:12 main:581] : INFO : Epoch 1983 | loss: 0.0311354 | val_loss: 0.0311712 | Time: 1907.27 ms [2022-04-20 15:43:14 main:581] : INFO : Epoch 1984 | loss: 0.0311347 | val_loss: 0.0311715 | Time: 1906.66 ms [2022-04-20 15:43:16 main:581] : INFO : Epoch 1985 | loss: 0.031133 | val_loss: 0.0311707 | Time: 1914.31 ms [2022-04-20 15:43:18 main:581] : INFO : Epoch 1986 | loss: 0.0311353 | val_loss: 0.0311691 | Time: 1909.77 ms [2022-04-20 15:43:20 main:581] : INFO : Epoch 1987 | loss: 0.0311338 | val_loss: 0.0311684 | Time: 1908.9 ms [2022-04-20 15:43:21 main:581] : INFO : Epoch 1988 | loss: 0.0311327 | val_loss: 0.0311713 | Time: 1923.75 ms [2022-04-20 15:43:23 main:581] : INFO : Epoch 1989 | loss: 0.0311289 | val_loss: 0.0311736 | Time: 1912.98 ms [2022-04-20 15:43:25 main:581] : INFO : Epoch 1990 | loss: 0.0311284 | val_loss: 0.0311742 | Time: 1920.94 ms [2022-04-20 15:43:27 main:581] : INFO : Epoch 1991 | loss: 0.0311276 | val_loss: 0.0311728 | Time: 1908.79 ms [2022-04-20 15:43:29 main:581] : INFO : Epoch 1992 | loss: 0.0311289 | val_loss: 0.031178 | Time: 1918.98 ms [2022-04-20 15:43:31 main:581] : INFO : Epoch 1993 | loss: 0.0311289 | val_loss: 0.0311777 | Time: 1926.64 ms [2022-04-20 15:43:33 main:581] : INFO : Epoch 1994 | loss: 0.0311262 | val_loss: 0.0311745 | Time: 1917.04 ms [2022-04-20 15:43:35 main:581] : INFO : Epoch 1995 | loss: 0.0311264 | val_loss: 0.0311786 | Time: 1928.24 ms [2022-04-20 15:43:37 main:581] : INFO : Epoch 1996 | loss: 0.0311277 | val_loss: 0.0311777 | Time: 1913.67 ms [2022-04-20 15:43:39 main:581] : INFO : Epoch 1997 | loss: 0.0311274 | val_loss: 0.031179 | Time: 1917.5 ms [2022-04-20 15:43:41 main:581] : INFO : Epoch 1998 | loss: 0.0311263 | val_loss: 0.0311746 | Time: 1915.97 ms [2022-04-20 15:43:43 main:581] : INFO : Epoch 1999 | loss: 0.0311279 | val_loss: 0.0311762 | Time: 1916 ms [2022-04-20 15:43:45 main:581] : INFO : Epoch 2000 | loss: 0.0311288 | val_loss: 0.0311718 | Time: 1926.71 ms [2022-04-20 15:43:46 main:581] : INFO : Epoch 2001 | loss: 0.0311336 | val_loss: 0.0311748 | Time: 1931.05 ms [2022-04-20 15:43:48 main:581] : INFO : Epoch 2002 | loss: 0.031132 | val_loss: 0.0311757 | Time: 1904.17 ms [2022-04-20 15:43:50 main:581] : INFO : Epoch 2003 | loss: 0.0311333 | val_loss: 0.0311777 | Time: 1933.97 ms [2022-04-20 15:43:52 main:581] : INFO : Epoch 2004 | loss: 0.0311289 | val_loss: 0.0311755 | Time: 1914.15 ms [2022-04-20 15:43:54 main:581] : INFO : Epoch 2005 | loss: 0.0311304 | val_loss: 0.0311671 | Time: 1919.16 ms [2022-04-20 15:43:56 main:581] : INFO : Epoch 2006 | loss: 0.0311306 | val_loss: 0.0311721 | Time: 1921.47 ms [2022-04-20 15:43:58 main:581] : INFO : Epoch 2007 | loss: 0.031132 | val_loss: 0.031168 | Time: 1918.08 ms [2022-04-20 15:44:00 main:581] : INFO : Epoch 2008 | loss: 0.0311313 | val_loss: 0.0311635 | Time: 1917.48 ms [2022-04-20 15:44:02 main:581] : INFO : Epoch 2009 | loss: 0.0311283 | val_loss: 0.0311671 | Time: 1911.06 ms [2022-04-20 15:44:04 main:581] : INFO : Epoch 2010 | loss: 0.031129 | val_loss: 0.0311692 | Time: 1908.46 ms [2022-04-20 15:44:06 main:581] : INFO : Epoch 2011 | loss: 0.0311282 | val_loss: 0.031173 | Time: 1918.11 ms [2022-04-20 15:44:08 main:581] : INFO : Epoch 2012 | loss: 0.0311301 | val_loss: 0.0311723 | Time: 1908.92 ms [2022-04-20 15:44:09 main:581] : INFO : Epoch 2013 | loss: 0.0311319 | val_loss: 0.0311681 | Time: 1914.31 ms [2022-04-20 15:44:11 main:581] : INFO : Epoch 2014 | loss: 0.0311327 | val_loss: 0.0311712 | Time: 1911.24 ms [2022-04-20 15:44:13 main:581] : INFO : Epoch 2015 | loss: 0.0311326 | val_loss: 0.0311678 | Time: 1904.75 ms [2022-04-20 15:44:15 main:581] : INFO : Epoch 2016 | loss: 0.0311286 | val_loss: 0.0311685 | Time: 1933.45 ms [2022-04-20 15:44:17 main:581] : INFO : Epoch 2017 | loss: 0.0311279 | val_loss: 0.0311697 | Time: 1907 ms [2022-04-20 15:44:19 main:581] : INFO : Epoch 2018 | loss: 0.0311271 | val_loss: 0.0311771 | Time: 1911.98 ms [2022-04-20 15:44:21 main:581] : INFO : Epoch 2019 | loss: 0.0311274 | val_loss: 0.0311704 | Time: 1914.76 ms [2022-04-20 15:44:23 main:581] : INFO : Epoch 2020 | loss: 0.0311294 | val_loss: 0.0311685 | Time: 1908.76 ms [2022-04-20 15:44:25 main:581] : INFO : Epoch 2021 | loss: 0.0311356 | val_loss: 0.0311747 | Time: 1907.24 ms [2022-04-20 15:44:27 main:581] : INFO : Epoch 2022 | loss: 0.0311416 | val_loss: 0.031172 | Time: 1909.99 ms [2022-04-20 15:44:29 main:581] : INFO : Epoch 2023 | loss: 0.0311397 | val_loss: 0.0311731 | Time: 1906.5 ms [2022-04-20 15:44:30 main:581] : INFO : Epoch 2024 | loss: 0.031134 | val_loss: 0.0311722 | Time: 1935.5 ms [2022-04-20 15:44:32 main:581] : INFO : Epoch 2025 | loss: 0.0311314 | val_loss: 0.0311658 | Time: 1908.72 ms [2022-04-20 15:44:34 main:581] : INFO : Epoch 2026 | loss: 0.0311407 | val_loss: 0.0311681 | Time: 1911.44 ms [2022-04-20 15:44:36 main:581] : INFO : Epoch 2027 | loss: 0.031142 | val_loss: 0.0311682 | Time: 1926.71 ms [2022-04-20 15:44:38 main:581] : INFO : Epoch 2028 | loss: 0.0311411 | val_loss: 0.0311713 | Time: 1913.86 ms [2022-04-20 15:44:40 main:581] : INFO : Epoch 2029 | loss: 0.0311386 | val_loss: 0.0311772 | Time: 1922.66 ms [2022-04-20 15:44:42 main:581] : INFO : Epoch 2030 | loss: 0.0311358 | val_loss: 0.0311719 | Time: 1912.05 ms [2022-04-20 15:44:44 main:581] : INFO : Epoch 2031 | loss: 0.0311333 | val_loss: 0.0311741 | Time: 1908.5 ms [2022-04-20 15:44:46 main:581] : INFO : Epoch 2032 | loss: 0.0311311 | val_loss: 0.0311753 | Time: 1914.68 ms [2022-04-20 15:44:48 main:581] : INFO : Epoch 2033 | loss: 0.0311306 | val_loss: 0.0311713 | Time: 1904.63 ms [2022-04-20 15:44:50 main:581] : INFO : Epoch 2034 | loss: 0.0311287 | val_loss: 0.0311732 | Time: 1905.7 ms [2022-04-20 15:44:52 main:581] : INFO : Epoch 2035 | loss: 0.0311305 | val_loss: 0.0311731 | Time: 1914.16 ms [2022-04-20 15:44:53 main:581] : INFO : Epoch 2036 | loss: 0.0311287 | val_loss: 0.0311737 | Time: 1905.06 ms [2022-04-20 15:44:55 main:581] : INFO : Epoch 2037 | loss: 0.0311299 | val_loss: 0.0311733 | Time: 1936.94 ms [2022-04-20 15:44:57 main:581] : INFO : Epoch 2038 | loss: 0.031127 | val_loss: 0.0311778 | Time: 1904.22 ms [2022-04-20 15:44:59 main:581] : INFO : Epoch 2039 | loss: 0.0311283 | val_loss: 0.0311709 | Time: 1904.59 ms [2022-04-20 15:45:01 main:581] : INFO : Epoch 2040 | loss: 0.0311282 | val_loss: 0.0311779 | Time: 1913.05 ms [2022-04-20 15:45:03 main:581] : INFO : Epoch 2041 | loss: 0.031132 | val_loss: 0.0311707 | Time: 1906.7 ms [2022-04-20 15:45:05 main:581] : INFO : Epoch 2042 | loss: 0.0311269 | val_loss: 0.031168 | Time: 1917.73 ms [2022-04-20 15:45:07 main:581] : INFO : Epoch 2043 | loss: 0.03113 | val_loss: 0.0311686 | Time: 1909.67 ms [2022-04-20 15:45:09 main:581] : INFO : Epoch 2044 | loss: 0.0311264 | val_loss: 0.0311705 | Time: 1905.66 ms [2022-04-20 15:45:11 main:581] : INFO : Epoch 2045 | loss: 0.0311273 | val_loss: 0.0311711 | Time: 1910.56 ms [2022-04-20 15:45:13 main:581] : INFO : Epoch 2046 | loss: 0.0311296 | val_loss: 0.0311715 | Time: 1904.67 ms [2022-04-20 15:45:14 main:581] : INFO : Epoch 2047 | loss: 0.0311297 | val_loss: 0.0311685 | Time: 1907.51 ms [2022-04-20 15:45:16 main:581] : INFO : Epoch 2048 | loss: 0.0311292 | val_loss: 0.0311711 | Time: 1919.48 ms [2022-04-20 15:45:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311711 [2022-04-20 15:45:16 main:610] : INFO : Saving end state to config to file [2022-04-20 15:45:16 main:615] : INFO : Success, exiting.. 15:45:16 (2815775): 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)