Task 6500938
| Name | ParityMachine-1627359508-16645-2_1 |
| Workunit | 3984270 |
| Created | 9 Aug 2021, 17:26:18 UTC |
| Sent | 10 Aug 2021, 1:24:25 UTC |
| Report deadline | 17 Aug 2021, 1:24:25 UTC |
| Received | 10 Aug 2021, 9:18:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 4 min 33 sec |
| CPU time | 1 hours 55 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.70 GB |
| Peak swap size | 4.55 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ch 1542 | loss: 0.0311259 | val_loss: 0.0311241 | Time: 1753.62 ms [2021-08-10 04:00:43 main:574] : INFO : Epoch 1543 | loss: 0.0311271 | val_loss: 0.0311241 | Time: 1787.63 ms [2021-08-10 04:00:45 main:574] : INFO : Epoch 1544 | loss: 0.0311259 | val_loss: 0.0311234 | Time: 2029.67 ms [2021-08-10 04:00:47 main:574] : INFO : Epoch 1545 | loss: 0.0311258 | val_loss: 0.0311231 | Time: 2085.89 ms [2021-08-10 04:00:49 main:574] : INFO : Epoch 1546 | loss: 0.0311266 | val_loss: 0.0311232 | Time: 1797.45 ms [2021-08-10 04:00:51 main:574] : INFO : Epoch 1547 | loss: 0.031127 | val_loss: 0.031124 | Time: 1819.77 ms [2021-08-10 04:00:53 main:574] : INFO : Epoch 1548 | loss: 0.0311276 | val_loss: 0.0311238 | Time: 1935.27 ms [2021-08-10 04:00:55 main:574] : INFO : Epoch 1549 | loss: 0.0311258 | val_loss: 0.031123 | Time: 2095.88 ms [2021-08-10 04:00:57 main:574] : INFO : Epoch 1550 | loss: 0.0311262 | val_loss: 0.0311238 | Time: 1970.71 ms [2021-08-10 04:00:59 main:574] : INFO : Epoch 1551 | loss: 0.0311258 | val_loss: 0.0311235 | Time: 1824.65 ms [2021-08-10 04:01:01 main:574] : INFO : Epoch 1552 | loss: 0.0311257 | val_loss: 0.0311237 | Time: 1840.08 ms [2021-08-10 04:01:03 main:574] : INFO : Epoch 1553 | loss: 0.0311274 | val_loss: 0.0311253 | Time: 2076 ms [2021-08-10 04:01:05 main:574] : INFO : Epoch 1554 | loss: 0.0311272 | val_loss: 0.031124 | Time: 2098.17 ms [2021-08-10 04:01:07 main:574] : INFO : Epoch 1555 | loss: 0.0311259 | val_loss: 0.0311239 | Time: 1836.91 ms [2021-08-10 04:01:09 main:574] : INFO : Epoch 1556 | loss: 0.031128 | val_loss: 0.0311229 | Time: 1809.47 ms [2021-08-10 04:01:11 main:574] : INFO : Epoch 1557 | loss: 0.0311266 | val_loss: 0.0311259 | Time: 1954.15 ms [2021-08-10 04:01:13 main:574] : INFO : Epoch 1558 | loss: 0.0311258 | val_loss: 0.0311238 | Time: 2121.36 ms [2021-08-10 04:01:15 main:574] : INFO : Epoch 1559 | loss: 0.0311261 | val_loss: 0.0311251 | Time: 1989.19 ms [2021-08-10 04:01:17 main:574] : INFO : Epoch 1560 | loss: 0.0311256 | val_loss: 0.0311234 | Time: 1798.76 ms [2021-08-10 04:01:18 main:574] : INFO : Epoch 1561 | loss: 0.0311266 | val_loss: 0.0311228 | Time: 1825.35 ms [2021-08-10 04:01:20 main:574] : INFO : Epoch 1562 | loss: 0.0311263 | val_loss: 0.0311233 | Time: 2085 ms [2021-08-10 04:01:23 main:574] : INFO : Epoch 1563 | loss: 0.0311253 | val_loss: 0.031123 | Time: 2117.3 ms [2021-08-10 04:01:24 main:574] : INFO : Epoch 1564 | loss: 0.0311257 | val_loss: 0.0311236 | Time: 1852.02 ms [2021-08-10 04:01:26 main:574] : INFO : Epoch 1565 | loss: 0.0311264 | val_loss: 0.031123 | Time: 1834.9 ms [2021-08-10 04:01:28 main:574] : INFO : Epoch 1566 | loss: 0.0311273 | val_loss: 0.0311281 | Time: 1921.72 ms [2021-08-10 04:01:30 main:574] : INFO : Epoch 1567 | loss: 0.0311291 | val_loss: 0.0311263 | Time: 2116.96 ms [2021-08-10 04:01:32 main:574] : INFO : Epoch 1568 | loss: 0.0311269 | val_loss: 0.031126 | Time: 1955.77 ms [2021-08-10 04:01:34 main:574] : INFO : Epoch 1569 | loss: 0.0311263 | val_loss: 0.0311239 | Time: 1833.86 ms [2021-08-10 04:01:36 main:574] : INFO : Epoch 1570 | loss: 0.0311257 | val_loss: 0.0311251 | Time: 1781.52 ms [2021-08-10 04:01:38 main:574] : INFO : Epoch 1571 | loss: 0.031128 | val_loss: 0.0311249 | Time: 2074.85 ms [2021-08-10 04:01:40 main:574] : INFO : Epoch 1572 | loss: 0.0311272 | val_loss: 0.0311247 | Time: 2051.7 ms [2021-08-10 04:01:42 main:574] : INFO : Epoch 1573 | loss: 0.0311253 | val_loss: 0.0311225 | Time: 1774.22 ms [2021-08-10 04:01:44 main:574] : INFO : Epoch 1574 | loss: 0.0311208 | val_loss: 0.0311222 | Time: 1832.21 ms [2021-08-10 04:01:46 main:574] : INFO : Epoch 1575 | loss: 0.0311207 | val_loss: 0.0311163 | Time: 2015.66 ms [2021-08-10 04:01:48 main:574] : INFO : Epoch 1576 | loss: 0.0311156 | val_loss: 0.0311123 | Time: 2086.67 ms [2021-08-10 04:01:50 main:574] : INFO : Epoch 1577 | loss: 0.0311165 | val_loss: 0.0311142 | Time: 1878.54 ms [2021-08-10 04:01:52 main:574] : INFO : Epoch 1578 | loss: 0.0311151 | val_loss: 0.0311154 | Time: 1949.14 ms [2021-08-10 04:01:54 main:574] : INFO : Epoch 1579 | loss: 0.0311135 | val_loss: 0.0311153 | Time: 1824.96 ms [2021-08-10 04:01:56 main:574] : INFO : Epoch 1580 | loss: 0.0311126 | val_loss: 0.0311132 | Time: 2087.51 ms [2021-08-10 04:01:58 main:574] : INFO : Epoch 1581 | loss: 0.0311129 | val_loss: 0.0311156 | Time: 2119.71 ms [2021-08-10 04:02:00 main:574] : INFO : Epoch 1582 | loss: 0.0311159 | val_loss: 0.0311201 | Time: 1825.71 ms [2021-08-10 04:02:01 main:574] : INFO : Epoch 1583 | loss: 0.0311186 | val_loss: 0.0311159 | Time: 1815.65 ms [2021-08-10 04:02:03 main:574] : INFO : Epoch 1584 | loss: 0.0311249 | val_loss: 0.0311545 | Time: 1965.2 ms [2021-08-10 04:02:06 main:574] : INFO : Epoch 1585 | loss: 0.0311529 | val_loss: 0.0311618 | Time: 2129.81 ms [2021-08-10 04:02:08 main:574] : INFO : Epoch 1586 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 1948.72 ms [2021-08-10 04:02:09 main:574] : INFO : Epoch 1587 | loss: 0.0311671 | val_loss: 0.0311707 | Time: 1831.21 ms [2021-08-10 04:02:11 main:574] : INFO : Epoch 1588 | loss: 0.0311681 | val_loss: 0.0311636 | Time: 1817.45 ms [2021-08-10 04:02:13 main:574] : INFO : Epoch 1589 | loss: 0.0311627 | val_loss: 0.0311615 | Time: 2075.51 ms [2021-08-10 04:02:15 main:574] : INFO : Epoch 1590 | loss: 0.0311598 | val_loss: 0.0311606 | Time: 2047.82 ms [2021-08-10 04:02:17 main:574] : INFO : Epoch 1591 | loss: 0.0311596 | val_loss: 0.0311575 | Time: 1889.87 ms [2021-08-10 04:02:19 main:574] : INFO : Epoch 1592 | loss: 0.0311561 | val_loss: 0.0311569 | Time: 1776.91 ms [2021-08-10 04:02:21 main:574] : INFO : Epoch 1593 | loss: 0.0311566 | val_loss: 0.0311566 | Time: 1993.58 ms [2021-08-10 04:02:23 main:574] : INFO : Epoch 1594 | loss: 0.0311572 | val_loss: 0.031155 | Time: 2076.06 ms [2021-08-10 04:02:25 main:574] : INFO : Epoch 1595 | loss: 0.0311535 | val_loss: 0.0311526 | Time: 1913.94 ms [2021-08-10 04:02:27 main:574] : INFO : Epoch 1596 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 1812.87 ms [2021-08-10 04:02:29 main:574] : INFO : Epoch 1597 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 1873.53 ms [2021-08-10 04:02:41 main:574] : INFO : Epoch 1598 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 12216.2 ms [2021-08-10 04:02:43 main:574] : INFO : Epoch 1599 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 2081.64 ms [2021-08-10 04:02:45 main:574] : INFO : Epoch 1600 | loss: 0.0311724 | val_loss: 0.0311697 | Time: 1810.69 ms [2021-08-10 04:02:47 main:574] : INFO : Epoch 1601 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1812.99 ms [2021-08-10 04:02:49 main:574] : INFO : Epoch 1602 | loss: 0.0311707 | val_loss: 0.0311675 | Time: 2005 ms [2021-08-10 04:02:51 main:574] : INFO : Epoch 1603 | loss: 0.0311687 | val_loss: 0.0311666 | Time: 2125.98 ms [2021-08-10 04:02:53 main:574] : INFO : Epoch 1604 | loss: 0.031164 | val_loss: 0.0311598 | Time: 2180.93 ms [2021-08-10 04:02:55 main:574] : INFO : Epoch 1605 | loss: 0.0311582 | val_loss: 0.0311555 | Time: 2000.16 ms [2021-08-10 04:02:57 main:574] : INFO : Epoch 1606 | loss: 0.0311555 | val_loss: 0.031157 | Time: 1956.22 ms [2021-08-10 04:02:59 main:574] : INFO : Epoch 1607 | loss: 0.0311546 | val_loss: 0.0311552 | Time: 1878.59 ms [2021-08-10 04:03:01 main:574] : INFO : Epoch 1608 | loss: 0.0311541 | val_loss: 0.0311551 | Time: 2093.71 ms [2021-08-10 04:03:03 main:574] : INFO : Epoch 1609 | loss: 0.0311539 | val_loss: 0.031154 | Time: 2039.82 ms [2021-08-10 04:03:05 main:574] : INFO : Epoch 1610 | loss: 0.0311522 | val_loss: 0.0311533 | Time: 1822.77 ms [2021-08-10 04:03:07 main:574] : INFO : Epoch 1611 | loss: 0.0311517 | val_loss: 0.0311514 | Time: 1786.44 ms [2021-08-10 04:03:09 main:574] : INFO : Epoch 1612 | loss: 0.0311516 | val_loss: 0.0311544 | Time: 2025.06 ms [2021-08-10 04:03:11 main:574] : INFO : Epoch 1613 | loss: 0.0311509 | val_loss: 0.0311522 | Time: 2078.71 ms [2021-08-10 04:03:13 main:574] : INFO : Epoch 1614 | loss: 0.0311513 | val_loss: 0.0311531 | Time: 1853.97 ms [2021-08-10 04:03:15 main:574] : INFO : Epoch 1615 | loss: 0.0311504 | val_loss: 0.0311523 | Time: 1833.9 ms [2021-08-10 04:03:17 main:574] : INFO : Epoch 1616 | loss: 0.0311501 | val_loss: 0.0311508 | Time: 1908.18 ms [2021-08-10 04:03:19 main:574] : INFO : Epoch 1617 | loss: 0.0311496 | val_loss: 0.0311526 | Time: 2087.57 ms [2021-08-10 04:03:21 main:574] : INFO : Epoch 1618 | loss: 0.0311499 | val_loss: 0.0311518 | Time: 1944.63 ms [2021-08-10 04:03:22 main:574] : INFO : Epoch 1619 | loss: 0.0311491 | val_loss: 0.0311491 | Time: 1800.3 ms [2021-08-10 04:03:24 main:574] : INFO : Epoch 1620 | loss: 0.0311508 | val_loss: 0.0311502 | Time: 1824.23 ms [2021-08-10 04:03:26 main:574] : INFO : Epoch 1621 | loss: 0.0311502 | val_loss: 0.0311503 | Time: 2074.7 ms [2021-08-10 04:03:28 main:574] : INFO : Epoch 1622 | loss: 0.0311507 | val_loss: 0.0311538 | Time: 2136.52 ms [2021-08-10 04:03:30 main:574] : INFO : Epoch 1623 | loss: 0.0311497 | val_loss: 0.0311512 | Time: 1933.92 ms [2021-08-10 04:03:32 main:574] : INFO : Epoch 1624 | loss: 0.0311495 | val_loss: 0.0311499 | Time: 1876.25 ms [2021-08-10 04:03:34 main:574] : INFO : Epoch 1625 | loss: 0.0311516 | val_loss: 0.0311538 | Time: 1890.75 ms [2021-08-10 04:03:36 main:574] : INFO : Epoch 1626 | loss: 0.0311501 | val_loss: 0.0311487 | Time: 2053.54 ms [2021-08-10 04:03:38 main:574] : INFO : Epoch 1627 | loss: 0.0311481 | val_loss: 0.031147 | Time: 1985.82 ms [2021-08-10 04:03:40 main:574] : INFO : Epoch 1628 | loss: 0.0311456 | val_loss: 0.0311466 | Time: 1808.06 ms [2021-08-10 04:03:52 main:574] : INFO : Epoch 1629 | loss: 0.0311441 | val_loss: 0.0311445 | Time: 11820.7 ms [2021-08-10 04:03:54 main:574] : INFO : Epoch 1630 | loss: 0.0311425 | val_loss: 0.0311416 | Time: 2082.21 ms [2021-08-10 04:03:56 main:574] : INFO : Epoch 1631 | loss: 0.0311422 | val_loss: 0.0311419 | Time: 2064.27 ms [2021-08-10 04:03:58 main:574] : INFO : Epoch 1632 | loss: 0.0311413 | val_loss: 0.0311424 | Time: 1792.19 ms [2021-08-10 04:04:00 main:574] : INFO : Epoch 1633 | loss: 0.0311415 | val_loss: 0.0311442 | Time: 1800.49 ms [2021-08-10 04:04:02 main:574] : INFO : Epoch 1634 | loss: 0.0311418 | val_loss: 0.0311439 | Time: 1993.54 ms [2021-08-10 04:04:04 main:574] : INFO : Epoch 1635 | loss: 0.0311411 | val_loss: 0.0311422 | Time: 2080.95 ms [2021-08-10 04:04:06 main:574] : INFO : Epoch 1636 | loss: 0.0311415 | val_loss: 0.0311429 | Time: 1872.02 ms [2021-08-10 04:04:07 main:574] : INFO : Epoch 1637 | loss: 0.0311408 | val_loss: 0.0311421 | Time: 1838.52 ms [2021-08-10 04:04:09 main:574] : INFO : Epoch 1638 | loss: 0.0311396 | val_loss: 0.0311414 | Time: 1866.7 ms [2021-08-10 04:04:11 main:574] : INFO : Epoch 1639 | loss: 0.0311403 | val_loss: 0.0311412 | Time: 2102.07 ms [2021-08-10 04:04:13 main:574] : INFO : Epoch 1640 | loss: 0.0311398 | val_loss: 0.031141 | Time: 2033.86 ms [2021-08-10 04:04:15 main:574] : INFO : Epoch 1641 | loss: 0.0311395 | val_loss: 0.0311412 | Time: 1765.3 ms [2021-08-10 04:04:17 main:574] : INFO : Epoch 1642 | loss: 0.0311397 | val_loss: 0.0311429 | Time: 1843.31 ms [2021-08-10 04:04:19 main:574] : INFO : Epoch 1643 | loss: 0.0311383 | val_loss: 0.0311403 | Time: 2044.94 ms [2021-08-10 04:04:21 main:574] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.0311389 | Time: 2144.15 ms [2021-08-10 04:04:23 main:574] : INFO : Epoch 1645 | loss: 0.0311417 | val_loss: 0.0311396 | Time: 1849.28 ms [2021-08-10 04:04:25 main:574] : INFO : Epoch 1646 | loss: 0.0311402 | val_loss: 0.0311409 | Time: 1781.02 ms [2021-08-10 04:04:27 main:574] : INFO : Epoch 1647 | loss: 0.0311394 | val_loss: 0.0311384 | Time: 1941.48 ms [2021-08-10 04:04:29 main:574] : INFO : Epoch 1648 | loss: 0.031141 | val_loss: 0.0311401 | Time: 2063.96 ms [2021-08-10 04:04:31 main:574] : INFO : Epoch 1649 | loss: 0.0311446 | val_loss: 0.0311513 | Time: 1977.16 ms [2021-08-10 04:04:33 main:574] : INFO : Epoch 1650 | loss: 0.0311676 | val_loss: 0.0311527 | Time: 1952.32 ms [2021-08-10 04:04:35 main:574] : INFO : Epoch 1651 | loss: 0.0311519 | val_loss: 0.0311507 | Time: 1826.68 ms [2021-08-10 04:04:37 main:574] : INFO : Epoch 1652 | loss: 0.0311438 | val_loss: 0.0311417 | Time: 2047.07 ms [2021-08-10 04:04:39 main:574] : INFO : Epoch 1653 | loss: 0.0311414 | val_loss: 0.03114 | Time: 2054.04 ms [2021-08-10 04:04:41 main:574] : INFO : Epoch 1654 | loss: 0.0311398 | val_loss: 0.0311377 | Time: 1817.99 ms [2021-08-10 04:04:43 main:574] : INFO : Epoch 1655 | loss: 0.0311373 | val_loss: 0.0311379 | Time: 1815.18 ms [2021-08-10 04:04:44 main:574] : INFO : Epoch 1656 | loss: 0.031136 | val_loss: 0.0311375 | Time: 1955.48 ms [2021-08-10 04:04:47 main:574] : INFO : Epoch 1657 | loss: 0.0311342 | val_loss: 0.0311327 | Time: 2079.18 ms [2021-08-10 04:04:49 main:574] : INFO : Epoch 1658 | loss: 0.0311324 | val_loss: 0.0311306 | Time: 2016.97 ms [2021-08-10 04:04:50 main:574] : INFO : Epoch 1659 | loss: 0.0311369 | val_loss: 0.0311503 | Time: 1845.21 ms [2021-08-10 04:04:53 main:574] : INFO : Epoch 1660 | loss: 0.0311516 | val_loss: 0.0311541 | Time: 2370.74 ms [2021-08-10 04:04:55 main:574] : INFO : Epoch 1661 | loss: 0.0311464 | val_loss: 0.0311483 | Time: 1838.56 ms [2021-08-10 04:04:57 main:574] : INFO : Epoch 1662 | loss: 0.0311423 | val_loss: 0.0311429 | Time: 2080.01 ms [2021-08-10 04:04:59 main:574] : INFO : Epoch 1663 | loss: 0.0311408 | val_loss: 0.0311415 | Time: 2068.66 ms [2021-08-10 04:05:01 main:574] : INFO : Epoch 1664 | loss: 0.0311378 | val_loss: 0.0311405 | Time: 1811.18 ms [2021-08-10 04:05:02 main:574] : INFO : Epoch 1665 | loss: 0.0311378 | val_loss: 0.0311428 | Time: 1790.05 ms [2021-08-10 04:05:04 main:574] : INFO : Epoch 1666 | loss: 0.031137 | val_loss: 0.0311478 | Time: 2000.08 ms [2021-08-10 04:05:07 main:574] : INFO : Epoch 1667 | loss: 0.0311374 | val_loss: 0.0311384 | Time: 2088.11 ms [2021-08-10 04:05:08 main:574] : INFO : Epoch 1668 | loss: 0.0311345 | val_loss: 0.0311357 | Time: 1881.97 ms [2021-08-10 04:05:10 main:574] : INFO : Epoch 1669 | loss: 0.0311391 | val_loss: 0.0311383 | Time: 1815.82 ms [2021-08-10 04:05:12 main:574] : INFO : Epoch 1670 | loss: 0.0311385 | val_loss: 0.0311373 | Time: 1889.13 ms [2021-08-10 04:05:14 main:574] : INFO : Epoch 1671 | loss: 0.0311375 | val_loss: 0.0311339 | Time: 2110.36 ms [2021-08-10 04:05:16 main:574] : INFO : Epoch 1672 | loss: 0.0311376 | val_loss: 0.0311382 | Time: 1992.29 ms [2021-08-10 04:05:18 main:574] : INFO : Epoch 1673 | loss: 0.0311364 | val_loss: 0.031134 | Time: 1823.93 ms [2021-08-10 04:05:20 main:574] : INFO : Epoch 1674 | loss: 0.0311356 | val_loss: 0.0311345 | Time: 1854.14 ms [2021-08-10 04:05:22 main:574] : INFO : Epoch 1675 | loss: 0.0311351 | val_loss: 0.0311343 | Time: 2000.96 ms [2021-08-10 04:05:24 main:574] : INFO : Epoch 1676 | loss: 0.0311353 | val_loss: 0.0311331 | Time: 2116.85 ms [2021-08-10 04:05:26 main:574] : INFO : Epoch 1677 | loss: 0.0311333 | val_loss: 0.0311314 | Time: 1896.84 ms [2021-08-10 04:05:28 main:574] : INFO : Epoch 1678 | loss: 0.0311328 | val_loss: 0.0311358 | Time: 1793.46 ms [2021-08-10 04:05:30 main:574] : INFO : Epoch 1679 | loss: 0.0311323 | val_loss: 0.0311299 | Time: 1902.68 ms [2021-08-10 04:05:32 main:574] : INFO : Epoch 1680 | loss: 0.0311315 | val_loss: 0.0311323 | Time: 2140.09 ms [2021-08-10 04:05:34 main:574] : INFO : Epoch 1681 | loss: 0.0311331 | val_loss: 0.0311322 | Time: 2062.66 ms [2021-08-10 04:05:36 main:574] : INFO : Epoch 1682 | loss: 0.0311329 | val_loss: 0.0311321 | Time: 1820.32 ms [2021-08-10 04:05:38 main:574] : INFO : Epoch 1683 | loss: 0.031131 | val_loss: 0.0311299 | Time: 1864.68 ms [2021-08-10 04:05:40 main:574] : INFO : Epoch 1684 | loss: 0.0311304 | val_loss: 0.0311312 | Time: 1971.86 ms [2021-08-10 04:05:42 main:574] : INFO : Epoch 1685 | loss: 0.0311309 | val_loss: 0.0311333 | Time: 2086.67 ms [2021-08-10 04:05:44 main:574] : INFO : Epoch 1686 | loss: 0.0311297 | val_loss: 0.0311323 | Time: 1946.37 ms [2021-08-10 04:05:46 main:574] : INFO : Epoch 1687 | loss: 0.0311294 | val_loss: 0.0311292 | Time: 1878.26 ms [2021-08-10 04:05:48 main:574] : INFO : Epoch 1688 | loss: 0.0311293 | val_loss: 0.0311284 | Time: 1838.3 ms [2021-08-10 04:05:50 main:574] : INFO : Epoch 1689 | loss: 0.0311287 | val_loss: 0.031129 | Time: 2139.96 ms [2021-08-10 04:05:52 main:574] : INFO : Epoch 1690 | loss: 0.031127 | val_loss: 0.0311276 | Time: 2094.2 ms [2021-08-10 04:05:54 main:574] : INFO : Epoch 1691 | loss: 0.0311273 | val_loss: 0.0311318 | Time: 1867.38 ms [2021-08-10 04:05:55 main:574] : INFO : Epoch 1692 | loss: 0.0311299 | val_loss: 0.0311285 | Time: 1807.93 ms [2021-08-10 04:05:57 main:574] : INFO : Epoch 1693 | loss: 0.0311271 | val_loss: 0.0311252 | Time: 1928.78 ms [2021-08-10 04:06:00 main:574] : INFO : Epoch 1694 | loss: 0.0311271 | val_loss: 0.0311259 | Time: 2106.21 ms [2021-08-10 04:06:02 main:574] : INFO : Epoch 1695 | loss: 0.0311265 | val_loss: 0.0311256 | Time: 1990.67 ms [2021-08-10 04:06:03 main:574] : INFO : Epoch 1696 | loss: 0.0311311 | val_loss: 0.0311288 | Time: 1811.2 ms [2021-08-10 04:06:05 main:574] : INFO : Epoch 1697 | loss: 0.031129 | val_loss: 0.0311295 | Time: 1803.07 ms [2021-08-10 04:06:07 main:574] : INFO : Epoch 1698 | loss: 0.0311296 | val_loss: 0.0311257 | Time: 2071.88 ms [2021-08-10 04:06:09 main:574] : INFO : Epoch 1699 | loss: 0.0311264 | val_loss: 0.0311236 | Time: 2074.02 ms [2021-08-10 04:06:11 main:574] : INFO : Epoch 1700 | loss: 0.0311255 | val_loss: 0.031123 | Time: 1944.62 ms [2021-08-10 04:06:13 main:574] : INFO : Epoch 1701 | loss: 0.0311277 | val_loss: 0.0311261 | Time: 1846.91 ms [2021-08-10 04:06:15 main:574] : INFO : Epoch 1702 | loss: 0.0311289 | val_loss: 0.0311288 | Time: 1922.76 ms [2021-08-10 04:06:17 main:574] : INFO : Epoch 1703 | loss: 0.0311286 | val_loss: 0.0311272 | Time: 2112.12 ms [2021-08-10 04:06:19 main:574] : INFO : Epoch 1704 | loss: 0.031129 | val_loss: 0.031124 | Time: 2021.17 ms [2021-08-10 04:06:21 main:574] : INFO : Epoch 1705 | loss: 0.0311281 | val_loss: 0.031127 | Time: 1800.07 ms [2021-08-10 04:06:23 main:574] : INFO : Epoch 1706 | loss: 0.0311299 | val_loss: 0.0311287 | Time: 1849.26 ms [2021-08-10 04:06:25 main:574] : INFO : Epoch 1707 | loss: 0.0311338 | val_loss: 0.0311355 | Time: 2059.01 ms [2021-08-10 04:06:27 main:574] : INFO : Epoch 1708 | loss: 0.0311332 | val_loss: 0.0311296 | Time: 2053.73 ms [2021-08-10 04:06:29 main:574] : INFO : Epoch 1709 | loss: 0.0311337 | val_loss: 0.0311323 | Time: 1887.47 ms [2021-08-10 04:06:31 main:574] : INFO : Epoch 1710 | loss: 0.0311305 | val_loss: 0.0311308 | Time: 1739.71 ms [2021-08-10 04:06:33 main:574] : INFO : Epoch 1711 | loss: 0.0311289 | val_loss: 0.0311295 | Time: 1916.64 ms [2021-08-10 04:06:35 main:574] : INFO : Epoch 1712 | loss: 0.0311268 | val_loss: 0.0311241 | Time: 2139.76 ms [2021-08-10 04:06:37 main:574] : INFO : Epoch 1713 | loss: 0.0311222 | val_loss: 0.0311233 | Time: 2003.01 ms [2021-08-10 04:06:39 main:574] : INFO : Epoch 1714 | loss: 0.031124 | val_loss: 0.0311243 | Time: 1886.15 ms [2021-08-10 04:06:41 main:574] : INFO : Epoch 1715 | loss: 0.0311303 | val_loss: 0.0311383 | Time: 1854.53 ms [2021-08-10 04:06:43 main:574] : INFO : Epoch 1716 | loss: 0.0311436 | val_loss: 0.0311448 | Time: 2033.22 ms [2021-08-10 04:06:45 main:574] : INFO : Epoch 1717 | loss: 0.0311432 | val_loss: 0.0311407 | Time: 2137.77 ms [2021-08-10 04:06:47 main:574] : INFO : Epoch 1718 | loss: 0.0311407 | val_loss: 0.0311387 | Time: 1996.42 ms [2021-08-10 04:06:49 main:574] : INFO : Epoch 1719 | loss: 0.0311431 | val_loss: 0.031142 | Time: 1847.84 ms [2021-08-10 04:06:50 main:574] : INFO : Epoch 1720 | loss: 0.03114 | val_loss: 0.0311358 | Time: 1849.09 ms [2021-08-10 04:06:53 main:574] : INFO : Epoch 1721 | loss: 0.0311359 | val_loss: 0.0311342 | Time: 2093.11 ms [2021-08-10 04:06:55 main:574] : INFO : Epoch 1722 | loss: 0.0311348 | val_loss: 0.0311314 | Time: 2088.84 ms [2021-08-10 04:06:56 main:574] : INFO : Epoch 1723 | loss: 0.0311346 | val_loss: 0.0311315 | Time: 1826.45 ms [2021-08-10 04:06:58 main:574] : INFO : Epoch 1724 | loss: 0.0311351 | val_loss: 0.0311301 | Time: 1760.59 ms [2021-08-10 04:07:00 main:574] : INFO : Epoch 1725 | loss: 0.0311343 | val_loss: 0.0311315 | Time: 1987.64 ms [2021-08-10 04:07:02 main:574] : INFO : Epoch 1726 | loss: 0.0311325 | val_loss: 0.0311287 | Time: 2073.42 ms [2021-08-10 04:07:04 main:574] : INFO : Epoch 1727 | loss: 0.031132 | val_loss: 0.0311283 | Time: 1943.29 ms [2021-08-10 04:07:06 main:574] : INFO : Epoch 1728 | loss: 0.0311296 | val_loss: 0.0311264 | Time: 1856.48 ms [2021-08-10 04:07:08 main:574] : INFO : Epoch 1729 | loss: 0.0311285 | val_loss: 0.0311262 | Time: 1912.88 ms [2021-08-10 04:07:10 main:574] : INFO : Epoch 1730 | loss: 0.0311312 | val_loss: 0.0311347 | Time: 2091.42 ms [2021-08-10 04:07:12 main:574] : INFO : Epoch 1731 | loss: 0.0311374 | val_loss: 0.0311342 | Time: 2052.03 ms [2021-08-10 04:07:14 main:574] : INFO : Epoch 1732 | loss: 0.0311385 | val_loss: 0.031133 | Time: 1795.68 ms [2021-08-10 04:07:16 main:574] : INFO : Epoch 1733 | loss: 0.0311344 | val_loss: 0.0311341 | Time: 1791.52 ms [2021-08-10 04:07:18 main:574] : INFO : Epoch 1734 | loss: 0.0311341 | val_loss: 0.0311343 | Time: 2030.05 ms [2021-08-10 04:07:20 main:574] : INFO : Epoch 1735 | loss: 0.0311317 | val_loss: 0.0311298 | Time: 2093.38 ms [2021-08-10 04:07:22 main:574] : INFO : Epoch 1736 | loss: 0.0311324 | val_loss: 0.031138 | Time: 1909.63 ms [2021-08-10 04:07:24 main:574] : INFO : Epoch 1737 | loss: 0.0311307 | val_loss: 0.0311296 | Time: 1827.87 ms [2021-08-10 04:07:26 main:574] : INFO : Epoch 1738 | loss: 0.0311274 | val_loss: 0.0311296 | Time: 1864.35 ms [2021-08-10 04:07:28 main:574] : INFO : Epoch 1739 | loss: 0.0311269 | val_loss: 0.0311275 | Time: 2095.92 ms [2021-08-10 04:07:30 main:574] : INFO : Epoch 1740 | loss: 0.031127 | val_loss: 0.0311307 | Time: 2093.79 ms [2021-08-10 04:07:32 main:574] : INFO : Epoch 1741 | loss: 0.0311278 | val_loss: 0.0311277 | Time: 1818.88 ms [2021-08-10 04:07:33 main:574] : INFO : Epoch 1742 | loss: 0.0311269 | val_loss: 0.0311284 | Time: 1795.18 ms [2021-08-10 04:07:35 main:574] : INFO : Epoch 1743 | loss: 0.0311251 | val_loss: 0.0311276 | Time: 2037.13 ms [2021-08-10 04:07:38 main:574] : INFO : Epoch 1744 | loss: 0.0311255 | val_loss: 0.0311265 | Time: 2111.88 ms [2021-08-10 04:07:39 main:574] : INFO : Epoch 1745 | loss: 0.0311242 | val_loss: 0.0311235 | Time: 1871.55 ms [2021-08-10 04:07:41 main:574] : INFO : Epoch 1746 | loss: 0.0311239 | val_loss: 0.0311241 | Time: 1859.22 ms [2021-08-10 04:07:43 main:574] : INFO : Epoch 1747 | loss: 0.0311272 | val_loss: 0.0311285 | Time: 1853.16 ms [2021-08-10 04:07:55 main:574] : INFO : Epoch 1748 | loss: 0.0311268 | val_loss: 0.0311258 | Time: 12159.1 ms [2021-08-10 04:07:57 main:574] : INFO : Epoch 1749 | loss: 0.0311218 | val_loss: 0.0311225 | Time: 2063.73 ms [2021-08-10 04:07:59 main:574] : INFO : Epoch 1750 | loss: 0.0311201 | val_loss: 0.0311211 | Time: 1822.61 ms [2021-08-10 04:08:01 main:574] : INFO : Epoch 1751 | loss: 0.0311179 | val_loss: 0.0311192 | Time: 1826.06 ms [2021-08-10 04:08:03 main:574] : INFO : Epoch 1752 | loss: 0.0311196 | val_loss: 0.0311212 | Time: 1975.28 ms [2021-08-10 04:08:05 main:574] : INFO : Epoch 1753 | loss: 0.0311184 | val_loss: 0.0311218 | Time: 2076.67 ms [2021-08-10 04:08:07 main:574] : INFO : Epoch 1754 | loss: 0.0311213 | val_loss: 0.0311205 | Time: 1980.65 ms [2021-08-10 04:08:09 main:574] : INFO : Epoch 1755 | loss: 0.0311195 | val_loss: 0.0311221 | Time: 1806.33 ms [2021-08-10 04:08:11 main:574] : INFO : Epoch 1756 | loss: 0.0311193 | val_loss: 0.031119 | Time: 1845.18 ms [2021-08-10 04:08:13 main:574] : INFO : Epoch 1757 | loss: 0.0311164 | val_loss: 0.0311175 | Time: 2081.18 ms [2021-08-10 04:08:15 main:574] : INFO : Epoch 1758 | loss: 0.0311155 | val_loss: 0.0311187 | Time: 2067.28 ms [2021-08-10 04:08:17 main:574] : INFO : Epoch 1759 | loss: 0.0311163 | val_loss: 0.0311204 | Time: 1812.13 ms [2021-08-10 04:08:19 main:574] : INFO : Epoch 1760 | loss: 0.0311157 | val_loss: 0.0311172 | Time: 1848.79 ms [2021-08-10 04:08:21 main:574] : INFO : Epoch 1761 | loss: 0.0311181 | val_loss: 0.0311236 | Time: 2010.09 ms [2021-08-10 04:08:23 main:574] : INFO : Epoch 1762 | loss: 0.0311179 | val_loss: 0.0311202 | Time: 2103.89 ms [2021-08-10 04:08:25 main:574] : INFO : Epoch 1763 | loss: 0.031117 | val_loss: 0.0311198 | Time: 1921.35 ms [2021-08-10 04:08:27 main:574] : INFO : Epoch 1764 | loss: 0.0311147 | val_loss: 0.0311181 | Time: 1827.97 ms [2021-08-10 04:08:28 main:574] : INFO : Epoch 1765 | loss: 0.0311151 | val_loss: 0.0311181 | Time: 1843.42 ms [2021-08-10 04:08:30 main:574] : INFO : Epoch 1766 | loss: 0.0311138 | val_loss: 0.0311184 | Time: 2096.67 ms [2021-08-10 04:08:33 main:574] : INFO : Epoch 1767 | loss: 0.031113 | val_loss: 0.0311156 | Time: 2012.43 ms [2021-08-10 04:08:34 main:574] : INFO : Epoch 1768 | loss: 0.0311105 | val_loss: 0.031112 | Time: 1939.21 ms [2021-08-10 04:08:36 main:574] : INFO : Epoch 1769 | loss: 0.0311086 | val_loss: 0.0311146 | Time: 1822.19 ms [2021-08-10 04:08:38 main:574] : INFO : Epoch 1770 | loss: 0.0311078 | val_loss: 0.0311159 | Time: 1986.06 ms [2021-08-10 04:08:40 main:574] : INFO : Epoch 1771 | loss: 0.0311111 | val_loss: 0.0311171 | Time: 2142.78 ms [2021-08-10 04:08:42 main:574] : INFO : Epoch 1772 | loss: 0.0311104 | val_loss: 0.0311129 | Time: 1996.04 ms [2021-08-10 04:08:44 main:574] : INFO : Epoch 1773 | loss: 0.0311102 | val_loss: 0.0311125 | Time: 1869.13 ms [2021-08-10 04:08:46 main:574] : INFO : Epoch 1774 | loss: 0.0311091 | val_loss: 0.0311152 | Time: 1806.94 ms [2021-08-10 04:08:48 main:574] : INFO : Epoch 1775 | loss: 0.0311073 | val_loss: 0.0311125 | Time: 2025.58 ms [2021-08-10 04:08:50 main:574] : INFO : Epoch 1776 | loss: 0.0311081 | val_loss: 0.0311129 | Time: 2100.99 ms [2021-08-10 04:08:52 main:574] : INFO : Epoch 1777 | loss: 0.0311083 | val_loss: 0.0311124 | Time: 1905.92 ms [2021-08-10 04:08:54 main:574] : INFO : Epoch 1778 | loss: 0.0311083 | val_loss: 0.0311128 | Time: 1787.08 ms [2021-08-10 04:08:56 main:574] : INFO : Epoch 1779 | loss: 0.0311086 | val_loss: 0.0311094 | Time: 1945.97 ms [2021-08-10 04:08:58 main:574] : INFO : Epoch 1780 | loss: 0.0311075 | val_loss: 0.0311115 | Time: 2086.13 ms [2021-08-10 04:09:00 main:574] : INFO : Epoch 1781 | loss: 0.0311071 | val_loss: 0.0311121 | Time: 2030.15 ms [2021-08-10 04:09:02 main:574] : INFO : Epoch 1782 | loss: 0.0311061 | val_loss: 0.0311114 | Time: 1911.83 ms [2021-08-10 04:09:04 main:574] : INFO : Epoch 1783 | loss: 0.0311067 | val_loss: 0.0311096 | Time: 1813.58 ms [2021-08-10 04:09:06 main:574] : INFO : Epoch 1784 | loss: 0.0311053 | val_loss: 0.0311113 | Time: 2027.76 ms [2021-08-10 04:09:08 main:574] : INFO : Epoch 1785 | loss: 0.031111 | val_loss: 0.0311159 | Time: 2115.96 ms [2021-08-10 04:09:10 main:574] : INFO : Epoch 1786 | loss: 0.0311111 | val_loss: 0.031117 | Time: 1958.7 ms [2021-08-10 04:09:12 main:574] : INFO : Epoch 1787 | loss: 0.0311099 | val_loss: 0.0311134 | Time: 1781.63 ms [2021-08-10 04:09:14 main:574] : INFO : Epoch 1788 | loss: 0.0311062 | val_loss: 0.0311088 | Time: 1880.04 ms [2021-08-10 04:09:16 main:574] : INFO : Epoch 1789 | loss: 0.0311055 | val_loss: 0.031111 | Time: 2081.11 ms [2021-08-10 04:09:18 main:574] : INFO : Epoch 1790 | loss: 0.0311058 | val_loss: 0.0311149 | Time: 2072.66 ms [2021-08-10 04:09:20 main:574] : INFO : Epoch 1791 | loss: 0.0311067 | val_loss: 0.0311156 | Time: 1872.18 ms [2021-08-10 04:09:22 main:574] : INFO : Epoch 1792 | loss: 0.0311049 | val_loss: 0.0311153 | Time: 1851.26 ms [2021-08-10 04:09:24 main:574] : INFO : Epoch 1793 | loss: 0.0311037 | val_loss: 0.0311139 | Time: 1971.52 ms [2021-08-10 04:09:26 main:574] : INFO : Epoch 1794 | loss: 0.031107 | val_loss: 0.031112 | Time: 2090.03 ms [2021-08-10 04:09:28 main:574] : INFO : Epoch 1795 | loss: 0.031108 | val_loss: 0.0311178 | Time: 1941.98 ms [2021-08-10 04:09:29 main:574] : INFO : Epoch 1796 | loss: 0.0311068 | val_loss: 0.0311164 | Time: 1808.67 ms [2021-08-10 04:09:31 main:574] : INFO : Epoch 1797 | loss: 0.0311046 | val_loss: 0.0311117 | Time: 1855.37 ms [2021-08-10 04:09:33 main:574] : INFO : Epoch 1798 | loss: 0.0311047 | val_loss: 0.0311152 | Time: 2077.23 ms [2021-08-10 04:09:36 main:574] : INFO : Epoch 1799 | loss: 0.0311056 | val_loss: 0.0311136 | Time: 2141.31 ms [2021-08-10 04:09:37 main:574] : INFO : Epoch 1800 | loss: 0.0311059 | val_loss: 0.0311136 | Time: 1885.16 ms [2021-08-10 04:09:39 main:574] : INFO : Epoch 1801 | loss: 0.031103 | val_loss: 0.0311091 | Time: 1869.16 ms [2021-08-10 04:09:41 main:574] : INFO : Epoch 1802 | loss: 0.0311031 | val_loss: 0.0311085 | Time: 1916 ms [2021-08-10 04:09:43 main:574] : INFO : Epoch 1803 | loss: 0.0311056 | val_loss: 0.0311104 | Time: 2094.63 ms [2021-08-10 04:09:45 main:574] : INFO : Epoch 1804 | loss: 0.0311041 | val_loss: 0.0311134 | Time: 1972.61 ms [2021-08-10 04:09:47 main:574] : INFO : Epoch 1805 | loss: 0.0311031 | val_loss: 0.031112 | Time: 1821.78 ms [2021-08-10 04:09:49 main:574] : INFO : Epoch 1806 | loss: 0.0311012 | val_loss: 0.0311084 | Time: 1836.61 ms [2021-08-10 04:09:51 main:574] : INFO : Epoch 1807 | loss: 0.0311023 | val_loss: 0.0311107 | Time: 2079.2 ms [2021-08-10 04:09:53 main:574] : INFO : Epoch 1808 | loss: 0.0311027 | val_loss: 0.031108 | Time: 2092.77 ms [2021-08-10 04:09:55 main:574] : INFO : Epoch 1809 | loss: 0.0311015 | val_loss: 0.0311145 | Time: 1836.93 ms [2021-08-10 04:09:57 main:574] : INFO : Epoch 1810 | loss: 0.0311085 | val_loss: 0.0311147 | Time: 1851.8 ms [2021-08-10 04:09:59 main:574] : INFO : Epoch 1811 | loss: 0.0311074 | val_loss: 0.0311168 | Time: 1945.41 ms [2021-08-10 04:10:01 main:574] : INFO : Epoch 1812 | loss: 0.0311063 | val_loss: 0.0311154 | Time: 2087.95 ms [2021-08-10 04:10:03 main:574] : INFO : Epoch 1813 | loss: 0.0311091 | val_loss: 0.0311253 | Time: 2005.34 ms [2021-08-10 04:10:05 main:574] : INFO : Epoch 1814 | loss: 0.0311244 | val_loss: 0.0311309 | Time: 1859.04 ms [2021-08-10 04:10:07 main:574] : INFO : Epoch 1815 | loss: 0.0311203 | val_loss: 0.031124 | Time: 1824.16 ms [2021-08-10 04:10:09 main:574] : INFO : Epoch 1816 | loss: 0.0311151 | val_loss: 0.0311202 | Time: 2041.7 ms [2021-08-10 04:10:11 main:574] : INFO : Epoch 1817 | loss: 0.0311125 | val_loss: 0.0311212 | Time: 2096.77 ms [2021-08-10 04:10:13 main:574] : INFO : Epoch 1818 | loss: 0.031111 | val_loss: 0.0311165 | Time: 1876.22 ms [2021-08-10 04:10:15 main:574] : INFO : Epoch 1819 | loss: 0.0311131 | val_loss: 0.0311243 | Time: 1827.41 ms [2021-08-10 04:10:17 main:574] : INFO : Epoch 1820 | loss: 0.0311222 | val_loss: 0.0311244 | Time: 1908.83 ms [2021-08-10 04:10:19 main:574] : INFO : Epoch 1821 | loss: 0.0311154 | val_loss: 0.0311195 | Time: 2102.4 ms [2021-08-10 04:10:21 main:574] : INFO : Epoch 1822 | loss: 0.0311118 | val_loss: 0.0311158 | Time: 2009.81 ms [2021-08-10 04:10:23 main:574] : INFO : Epoch 1823 | loss: 0.0311093 | val_loss: 0.031115 | Time: 1829.43 ms [2021-08-10 04:10:24 main:574] : INFO : Epoch 1824 | loss: 0.03111 | val_loss: 0.0311128 | Time: 1821.45 ms [2021-08-10 04:10:26 main:574] : INFO : Epoch 1825 | loss: 0.0311134 | val_loss: 0.0311152 | Time: 2038.1 ms [2021-08-10 04:10:29 main:574] : INFO : Epoch 1826 | loss: 0.0311065 | val_loss: 0.0311087 | Time: 2119.99 ms [2021-08-10 04:10:30 main:574] : INFO : Epoch 1827 | loss: 0.0311052 | val_loss: 0.0311081 | Time: 1887.06 ms [2021-08-10 04:10:32 main:574] : INFO : Epoch 1828 | loss: 0.0311035 | val_loss: 0.0311078 | Time: 1849.32 ms [2021-08-10 04:10:34 main:574] : INFO : Epoch 1829 | loss: 0.0311049 | val_loss: 0.0311078 | Time: 1881.89 ms [2021-08-10 04:10:36 main:574] : INFO : Epoch 1830 | loss: 0.0311067 | val_loss: 0.0311056 | Time: 2103.75 ms [2021-08-10 04:10:38 main:574] : INFO : Epoch 1831 | loss: 0.0311051 | val_loss: 0.0311097 | Time: 2026.6 ms [2021-08-10 04:10:40 main:574] : INFO : Epoch 1832 | loss: 0.0311058 | val_loss: 0.0311081 | Time: 1822.45 ms [2021-08-10 04:10:42 main:574] : INFO : Epoch 1833 | loss: 0.0311037 | val_loss: 0.0311043 | Time: 1854.06 ms [2021-08-10 04:10:44 main:574] : INFO : Epoch 1834 | loss: 0.0311027 | val_loss: 0.0311044 | Time: 1990.51 ms [2021-08-10 04:10:46 main:574] : INFO : Epoch 1835 | loss: 0.0311032 | val_loss: 0.0311035 | Time: 2087.8 ms [2021-08-10 04:10:48 main:574] : INFO : Epoch 1836 | loss: 0.031101 | val_loss: 0.0311055 | Time: 1888.33 ms [2021-08-10 04:10:50 main:574] : INFO : Epoch 1837 | loss: 0.0311027 | val_loss: 0.0311077 | Time: 1874.35 ms [2021-08-10 04:10:52 main:574] : INFO : Epoch 1838 | loss: 0.0311039 | val_loss: 0.0311048 | Time: 1843.8 ms [2021-08-10 04:10:54 main:574] : INFO : Epoch 1839 | loss: 0.0311022 | val_loss: 0.0311063 | Time: 2072.06 ms [2021-08-10 04:10:56 main:574] : INFO : Epoch 1840 | loss: 0.0311017 | val_loss: 0.0311018 | Time: 1994.79 ms [2021-08-10 04:10:58 main:574] : INFO : Epoch 1841 | loss: 0.0311014 | val_loss: 0.0311027 | Time: 2350.39 ms [2021-08-10 04:11:00 main:574] : INFO : Epoch 1842 | loss: 0.0311048 | val_loss: 0.0311062 | Time: 1844.87 ms [2021-08-10 04:11:02 main:574] : INFO : Epoch 1843 | loss: 0.0311055 | val_loss: 0.0311075 | Time: 1826.15 ms [2021-08-10 04:11:04 main:574] : INFO : Epoch 1844 | loss: 0.0311079 | val_loss: 0.0311089 | Time: 2093.26 ms [2021-08-10 04:11:06 main:574] : INFO : Epoch 1845 | loss: 0.0311086 | val_loss: 0.0311136 | Time: 2044.93 ms [2021-08-10 04:11:08 main:574] : INFO : Epoch 1846 | loss: 0.0311074 | val_loss: 0.0311061 | Time: 1786.96 ms [2021-08-10 04:11:10 main:574] : INFO : Epoch 1847 | loss: 0.031107 | val_loss: 0.0311075 | Time: 1877.63 ms [2021-08-10 04:11:12 main:574] : INFO : Epoch 1848 | loss: 0.0311083 | val_loss: 0.0311056 | Time: 1977.56 ms [2021-08-10 04:11:14 main:574] : INFO : Epoch 1849 | loss: 0.0311076 | val_loss: 0.0311114 | Time: 2109.91 ms [2021-08-10 04:11:16 main:574] : INFO : Epoch 1850 | loss: 0.0311069 | val_loss: 0.0311072 | Time: 1966.63 ms [2021-08-10 04:11:18 main:574] : INFO : Epoch 1851 | loss: 0.031106 | val_loss: 0.0311076 | Time: 1887.95 ms [2021-08-10 04:11:20 main:574] : INFO : Epoch 1852 | loss: 0.0311052 | val_loss: 0.0311057 | Time: 1823.36 ms [2021-08-10 04:11:22 main:574] : INFO : Epoch 1853 | loss: 0.0311019 | val_loss: 0.0311071 | Time: 2082.88 ms [2021-08-10 04:11:24 main:574] : INFO : Epoch 1854 | loss: 0.0311038 | val_loss: 0.0311006 | Time: 2094.57 ms [2021-08-10 04:11:26 main:574] : INFO : Epoch 1855 | loss: 0.0310978 | val_loss: 0.0311025 | Time: 1847.98 ms [2021-08-10 04:11:28 main:574] : INFO : Epoch 1856 | loss: 0.0310969 | val_loss: 0.031104 | Time: 1841.18 ms [2021-08-10 04:11:30 main:574] : INFO : Epoch 1857 | loss: 0.0310988 | val_loss: 0.0311044 | Time: 1949.14 ms [2021-08-10 04:11:32 main:574] : INFO : Epoch 1858 | loss: 0.0310972 | val_loss: 0.0311034 | Time: 2107.57 ms [2021-08-10 04:11:34 main:574] : INFO : Epoch 1859 | loss: 0.0310964 | val_loss: 0.0311121 | Time: 2041.81 ms [2021-08-10 04:11:35 main:574] : INFO : Epoch 1860 | loss: 0.0310987 | val_loss: 0.0311093 | Time: 1819.93 ms [2021-08-10 04:11:37 main:574] : INFO : Epoch 1861 | loss: 0.0310988 | val_loss: 0.0311075 | Time: 1786.15 ms [2021-08-10 04:11:39 main:574] : INFO : Epoch 1862 | loss: 0.0311044 | val_loss: 0.0311069 | Time: 2127.68 ms [2021-08-10 04:11:41 main:574] : INFO : Epoch 1863 | loss: 0.0310998 | val_loss: 0.0311045 | Time: 2054.32 ms [2021-08-10 04:11:43 main:574] : INFO : Epoch 1864 | loss: 0.0310999 | val_loss: 0.0311094 | Time: 1839.05 ms [2021-08-10 04:11:45 main:574] : INFO : Epoch 1865 | loss: 0.0310992 | val_loss: 0.031102 | Time: 1817.16 ms [2021-08-10 04:11:47 main:574] : INFO : Epoch 1866 | loss: 0.0310949 | val_loss: 0.0311021 | Time: 1960.76 ms [2021-08-10 04:11:49 main:574] : INFO : Epoch 1867 | loss: 0.0310972 | val_loss: 0.0311043 | Time: 2093.42 ms [2021-08-10 04:11:51 main:574] : INFO : Epoch 1868 | loss: 0.0310982 | val_loss: 0.0311028 | Time: 1982.14 ms [2021-08-10 04:11:53 main:574] : INFO : Epoch 1869 | loss: 0.0310983 | val_loss: 0.0310981 | Time: 1827.15 ms [2021-08-10 04:11:55 main:574] : INFO : Epoch 1870 | loss: 0.0310951 | val_loss: 0.0311011 | Time: 1831.73 ms [2021-08-10 04:11:57 main:574] : INFO : Epoch 1871 | loss: 0.0310956 | val_loss: 0.0311021 | Time: 2122.86 ms [2021-08-10 04:11:59 main:574] : INFO : Epoch 1872 | loss: 0.0310968 | val_loss: 0.031102 | Time: 2275.92 ms [2021-08-10 04:12:01 main:574] : INFO : Epoch 1873 | loss: 0.0310958 | val_loss: 0.0311006 | Time: 1942.69 ms [2021-08-10 04:12:03 main:574] : INFO : Epoch 1874 | loss: 0.0310954 | val_loss: 0.0311005 | Time: 1943.73 ms [2021-08-10 04:12:06 main:574] : INFO : Epoch 1875 | loss: 0.0311 | val_loss: 0.0311005 | Time: 2369.87 ms [2021-08-10 04:12:08 main:574] : INFO : Epoch 1876 | loss: 0.0311007 | val_loss: 0.0311016 | Time: 2024.25 ms [2021-08-10 04:12:10 main:574] : INFO : Epoch 1877 | loss: 0.0311013 | val_loss: 0.0311144 | Time: 2109.77 ms [2021-08-10 04:12:12 main:574] : INFO : Epoch 1878 | loss: 0.0311127 | val_loss: 0.0311223 | Time: 2113.32 ms [2021-08-10 04:12:14 main:574] : INFO : Epoch 1879 | loss: 0.0311149 | val_loss: 0.0311145 | Time: 2015.76 ms [2021-08-10 04:12:16 main:574] : INFO : Epoch 1880 | loss: 0.031106 | val_loss: 0.0311138 | Time: 1823.89 ms [2021-08-10 04:12:18 main:574] : INFO : Epoch 1881 | loss: 0.0311057 | val_loss: 0.0311178 | Time: 1842.73 ms [2021-08-10 04:12:20 main:574] : INFO : Epoch 1882 | loss: 0.0311032 | val_loss: 0.0311174 | Time: 2144.01 ms [2021-08-10 04:12:22 main:574] : INFO : Epoch 1883 | loss: 0.0311034 | val_loss: 0.0311151 | Time: 2104.78 ms [2021-08-10 04:12:24 main:574] : INFO : Epoch 1884 | loss: 0.0311074 | val_loss: 0.0311167 | Time: 1956.23 ms [2021-08-10 04:12:26 main:574] : INFO : Epoch 1885 | loss: 0.0311059 | val_loss: 0.0311148 | Time: 1866.01 ms [2021-08-10 04:12:28 main:574] : INFO : Epoch 1886 | loss: 0.0311026 | val_loss: 0.0311173 | Time: 1900.05 ms [2021-08-10 04:12:30 main:574] : INFO : Epoch 1887 | loss: 0.0311044 | val_loss: 0.0311173 | Time: 2142.76 ms [2021-08-10 04:12:32 main:574] : INFO : Epoch 1888 | loss: 0.0311029 | val_loss: 0.0311144 | Time: 2131.88 ms [2021-08-10 04:12:34 main:574] : INFO : Epoch 1889 | loss: 0.0311002 | val_loss: 0.0311236 | Time: 1924.12 ms [2021-08-10 04:12:36 main:574] : INFO : Epoch 1890 | loss: 0.0311027 | val_loss: 0.0311147 | Time: 1800.94 ms [2021-08-10 04:12:38 main:574] : INFO : Epoch 1891 | loss: 0.0311012 | val_loss: 0.0311145 | Time: 1916.94 ms [2021-08-10 04:12:40 main:574] : INFO : Epoch 1892 | loss: 0.0311024 | val_loss: 0.0311255 | Time: 2144.07 ms [2021-08-10 04:12:42 main:574] : INFO : Epoch 1893 | loss: 0.0311044 | val_loss: 0.0311194 | Time: 2160.05 ms [2021-08-10 04:12:44 main:574] : INFO : Epoch 1894 | loss: 0.0311152 | val_loss: 0.0311296 | Time: 1883.25 ms [2021-08-10 04:12:46 main:574] : INFO : Epoch 1895 | loss: 0.0311214 | val_loss: 0.0311269 | Time: 1956.13 ms [2021-08-10 04:12:48 main:574] : INFO : Epoch 1896 | loss: 0.0311151 | val_loss: 0.0311189 | Time: 1926.81 ms [2021-08-10 04:12:50 main:574] : INFO : Epoch 1897 | loss: 0.0311107 | val_loss: 0.0311172 | Time: 2154.41 ms [2021-08-10 04:12:52 main:574] : INFO : Epoch 1898 | loss: 0.0311115 | val_loss: 0.0311314 | Time: 2099.45 ms [2021-08-10 04:12:54 main:574] : INFO : Epoch 1899 | loss: 0.0311261 | val_loss: 0.031126 | Time: 1842.2 ms [2021-08-10 04:12:56 main:574] : INFO : Epoch 1900 | loss: 0.0311201 | val_loss: 0.0311226 | Time: 1767.35 ms [2021-08-10 04:12:58 main:574] : INFO : Epoch 1901 | loss: 0.0311177 | val_loss: 0.031128 | Time: 2026.79 ms [2021-08-10 04:13:00 main:574] : INFO : Epoch 1902 | loss: 0.0311235 | val_loss: 0.031129 | Time: 2157.14 ms [2021-08-10 04:13:02 main:574] : INFO : Epoch 1903 | loss: 0.0311209 | val_loss: 0.0311277 | Time: 2138.56 ms [2021-08-10 04:13:04 main:574] : INFO : Epoch 1904 | loss: 0.0311168 | val_loss: 0.0311248 | Time: 1824.49 ms [2021-08-10 04:13:06 main:574] : INFO : Epoch 1905 | loss: 0.0311154 | val_loss: 0.0311237 | Time: 1855.03 ms [2021-08-10 04:13:08 main:574] : INFO : Epoch 1906 | loss: 0.0311124 | val_loss: 0.0311225 | Time: 2093.5 ms [2021-08-10 04:13:10 main:574] : INFO : Epoch 1907 | loss: 0.0311111 | val_loss: 0.0311208 | Time: 2147.68 ms [2021-08-10 04:13:12 main:574] : INFO : Epoch 1908 | loss: 0.0311087 | val_loss: 0.0311205 | Time: 2099.34 ms [2021-08-10 04:13:14 main:574] : INFO : Epoch 1909 | loss: 0.0311069 | val_loss: 0.0311199 | Time: 1889.7 ms [2021-08-10 04:13:16 main:574] : INFO : Epoch 1910 | loss: 0.0311052 | val_loss: 0.0311175 | Time: 1950.56 ms [2021-08-10 04:13:18 main:574] : INFO : Epoch 1911 | loss: 0.0311047 | val_loss: 0.0311211 | Time: 1913.66 ms [2021-08-10 04:13:20 main:574] : INFO : Epoch 1912 | loss: 0.0311056 | val_loss: 0.0311195 | Time: 2122.97 ms [2021-08-10 04:13:22 main:574] : INFO : Epoch 1913 | loss: 0.0311024 | val_loss: 0.0311153 | Time: 2096.13 ms [2021-08-10 04:13:24 main:574] : INFO : Epoch 1914 | loss: 0.0311027 | val_loss: 0.0311147 | Time: 1848.53 ms [2021-08-10 04:13:26 main:574] : INFO : Epoch 1915 | loss: 0.0311002 | val_loss: 0.0311178 | Time: 1803.53 ms [2021-08-10 04:13:28 main:574] : INFO : Epoch 1916 | loss: 0.0311003 | val_loss: 0.0311132 | Time: 2016.56 ms [2021-08-10 04:13:30 main:574] : INFO : Epoch 1917 | loss: 0.0311017 | val_loss: 0.0311117 | Time: 2122.78 ms [2021-08-10 04:13:32 main:574] : INFO : Epoch 1918 | loss: 0.0311005 | val_loss: 0.0311133 | Time: 2057.64 ms [2021-08-10 04:13:34 main:574] : INFO : Epoch 1919 | loss: 0.0310982 | val_loss: 0.0311065 | Time: 1875.15 ms [2021-08-10 04:13:36 main:574] : INFO : Epoch 1920 | loss: 0.0310959 | val_loss: 0.0311083 | Time: 1920.08 ms [2021-08-10 04:13:38 main:574] : INFO : Epoch 1921 | loss: 0.031097 | val_loss: 0.0311089 | Time: 2037.45 ms [2021-08-10 04:13:40 main:574] : INFO : Epoch 1922 | loss: 0.0311033 | val_loss: 0.0311073 | Time: 2174.41 ms [2021-08-10 04:13:42 main:574] : INFO : Epoch 1923 | loss: 0.0310987 | val_loss: 0.0311116 | Time: 2049.56 ms [2021-08-10 04:13:44 main:574] : INFO : Epoch 1924 | loss: 0.0310977 | val_loss: 0.0311017 | Time: 1843.27 ms [2021-08-10 04:13:46 main:574] : INFO : Epoch 1925 | loss: 0.0310976 | val_loss: 0.0311116 | Time: 1752.15 ms [2021-08-10 04:13:48 main:574] : INFO : Epoch 1926 | loss: 0.0310984 | val_loss: 0.0311054 | Time: 2091.76 ms [2021-08-10 04:14:00 main:574] : INFO : Epoch 1927 | loss: 0.0310942 | val_loss: 0.0311066 | Time: 12119.5 ms [2021-08-10 04:14:02 main:574] : INFO : Epoch 1928 | loss: 0.0310978 | val_loss: 0.0311045 | Time: 1886.73 ms [2021-08-10 04:14:04 main:574] : INFO : Epoch 1929 | loss: 0.0310986 | val_loss: 0.0311088 | Time: 1882.57 ms [2021-08-10 04:14:06 main:574] : INFO : Epoch 1930 | loss: 0.031098 | val_loss: 0.0311078 | Time: 1844.07 ms [2021-08-10 04:14:08 main:574] : INFO : Epoch 1931 | loss: 0.0310983 | val_loss: 0.0311059 | Time: 2114.35 ms [2021-08-10 04:14:10 main:574] : INFO : Epoch 1932 | loss: 0.0310979 | val_loss: 0.0311037 | Time: 2111.43 ms [2021-08-10 04:14:12 main:574] : INFO : Epoch 1933 | loss: 0.0310957 | val_loss: 0.0311062 | Time: 1836.35 ms [2021-08-10 04:14:14 main:574] : INFO : Epoch 1934 | loss: 0.0310979 | val_loss: 0.0311112 | Time: 1814.02 ms [2021-08-10 04:14:16 main:574] : INFO : Epoch 1935 | loss: 0.0311 | val_loss: 0.0311068 | Time: 2008.78 ms [2021-08-10 04:14:18 main:574] : INFO : Epoch 1936 | loss: 0.0310968 | val_loss: 0.0311036 | Time: 2146.96 ms [2021-08-10 04:14:20 main:574] : INFO : Epoch 1937 | loss: 0.0310983 | val_loss: 0.0311037 | Time: 2050.91 ms [2021-08-10 04:14:22 main:574] : INFO : Epoch 1938 | loss: 0.0310975 | val_loss: 0.0311012 | Time: 1886.94 ms [2021-08-10 04:14:24 main:574] : INFO : Epoch 1939 | loss: 0.0311032 | val_loss: 0.0311164 | Time: 1826.93 ms [2021-08-10 04:14:26 main:574] : INFO : Epoch 1940 | loss: 0.0311145 | val_loss: 0.0311151 | Time: 2024.52 ms [2021-08-10 04:14:28 main:574] : INFO : Epoch 1941 | loss: 0.0311077 | val_loss: 0.0311065 | Time: 2106.37 ms [2021-08-10 04:14:30 main:574] : INFO : Epoch 1942 | loss: 0.0311062 | val_loss: 0.0311027 | Time: 1953.45 ms [2021-08-10 04:14:32 main:574] : INFO : Epoch 1943 | loss: 0.0311059 | val_loss: 0.031103 | Time: 1830.94 ms [2021-08-10 04:14:33 main:574] : INFO : Epoch 1944 | loss: 0.0311068 | val_loss: 0.0311043 | Time: 1872.89 ms [2021-08-10 04:14:36 main:574] : INFO : Epoch 1945 | loss: 0.031106 | val_loss: 0.0311041 | Time: 2115.61 ms [2021-08-10 04:14:38 main:574] : INFO : Epoch 1946 | loss: 0.0311085 | val_loss: 0.0311073 | Time: 2107.07 ms [2021-08-10 04:14:40 main:574] : INFO : Epoch 1947 | loss: 0.0311081 | val_loss: 0.0311167 | Time: 1889.56 ms [2021-08-10 04:14:41 main:574] : INFO : Epoch 1948 | loss: 0.031111 | val_loss: 0.0311109 | Time: 1864.48 ms [2021-08-10 04:14:43 main:574] : INFO : Epoch 1949 | loss: 0.031106 | val_loss: 0.0311071 | Time: 1969.81 ms [2021-08-10 04:14:46 main:574] : INFO : Epoch 1950 | loss: 0.0311077 | val_loss: 0.0311141 | Time: 2137.07 ms [2021-08-10 04:14:48 main:574] : INFO : Epoch 1951 | loss: 0.031115 | val_loss: 0.0311123 | Time: 2090.73 ms [2021-08-10 04:14:50 main:574] : INFO : Epoch 1952 | loss: 0.0311088 | val_loss: 0.0311026 | Time: 1922.78 ms [2021-08-10 04:14:51 main:574] : INFO : Epoch 1953 | loss: 0.0311081 | val_loss: 0.0311116 | Time: 1834.84 ms [2021-08-10 04:14:53 main:574] : INFO : Epoch 1954 | loss: 0.0311142 | val_loss: 0.0311119 | Time: 1966.9 ms [2021-08-10 04:14:56 main:574] : INFO : Epoch 1955 | loss: 0.0311307 | val_loss: 0.0311454 | Time: 2115.86 ms [2021-08-10 04:14:58 main:574] : INFO : Epoch 1956 | loss: 0.0311507 | val_loss: 0.0311522 | Time: 2090.65 ms [2021-08-10 04:15:00 main:574] : INFO : Epoch 1957 | loss: 0.0311522 | val_loss: 0.0311513 | Time: 1918.91 ms [2021-08-10 04:15:01 main:574] : INFO : Epoch 1958 | loss: 0.031157 | val_loss: 0.0311594 | Time: 1900.79 ms [2021-08-10 04:15:03 main:574] : INFO : Epoch 1959 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 1943.22 ms [2021-08-10 04:15:06 main:574] : INFO : Epoch 1960 | loss: 0.0311825 | val_loss: 0.0311901 | Time: 2084.13 ms [2021-08-10 04:15:08 main:574] : INFO : Epoch 1961 | loss: 0.0311838 | val_loss: 0.0311842 | Time: 2039.59 ms [2021-08-10 04:15:09 main:574] : INFO : Epoch 1962 | loss: 0.0311796 | val_loss: 0.0311879 | Time: 1869.03 ms [2021-08-10 04:15:11 main:574] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 1894.05 ms [2021-08-10 04:15:13 main:574] : INFO : Epoch 1964 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 2087.52 ms [2021-08-10 04:15:16 main:574] : INFO : Epoch 1965 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 2092.67 ms [2021-08-10 04:15:18 main:574] : INFO : Epoch 1966 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 1987.17 ms [2021-08-10 04:15:19 main:574] : INFO : Epoch 1967 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 1887.81 ms [2021-08-10 04:15:21 main:574] : INFO : Epoch 1968 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 1831.14 ms [2021-08-10 04:15:23 main:574] : INFO : Epoch 1969 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 2098.56 ms [2021-08-10 04:15:26 main:574] : INFO : Epoch 1970 | loss: 0.0311698 | val_loss: 0.0311831 | Time: 2140.8 ms [2021-08-10 04:15:27 main:574] : INFO : Epoch 1971 | loss: 0.0311701 | val_loss: 0.0311718 | Time: 1943.9 ms [2021-08-10 04:15:29 main:574] : INFO : Epoch 1972 | loss: 0.03117 | val_loss: 0.0311734 | Time: 1844.11 ms [2021-08-10 04:15:31 main:574] : INFO : Epoch 1973 | loss: 0.0311663 | val_loss: 0.0311721 | Time: 1894.39 ms [2021-08-10 04:15:33 main:574] : INFO : Epoch 1974 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 2128.82 ms [2021-08-10 04:15:36 main:574] : INFO : Epoch 1975 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 2103.69 ms [2021-08-10 04:15:37 main:574] : INFO : Epoch 1976 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 1878.38 ms [2021-08-10 04:15:39 main:574] : INFO : Epoch 1977 | loss: 0.0311677 | val_loss: 0.0311768 | Time: 1821.54 ms [2021-08-10 04:15:41 main:574] : INFO : Epoch 1978 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 1960.25 ms [2021-08-10 04:15:43 main:574] : INFO : Epoch 1979 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 2079.24 ms [2021-08-10 04:15:45 main:574] : INFO : Epoch 1980 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 2048.56 ms [2021-08-10 04:15:47 main:574] : INFO : Epoch 1981 | loss: 0.0311696 | val_loss: 0.0311778 | Time: 1788.56 ms [2021-08-10 04:15:49 main:574] : INFO : Epoch 1982 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 1800.31 ms [2021-08-10 04:16:01 main:574] : INFO : Epoch 1983 | loss: 0.0311648 | val_loss: 0.031171 | Time: 12167.8 ms [2021-08-10 04:16:03 main:574] : INFO : Epoch 1984 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 2131.79 ms [2021-08-10 04:16:05 main:574] : INFO : Epoch 1985 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 1954.09 ms [2021-08-10 04:16:07 main:574] : INFO : Epoch 1986 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 1853.69 ms [2021-08-10 04:16:09 main:574] : INFO : Epoch 1987 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 1811.11 ms [2021-08-10 04:16:11 main:574] : INFO : Epoch 1988 | loss: 0.031162 | val_loss: 0.0311688 | Time: 2080.11 ms [2021-08-10 04:16:13 main:574] : INFO : Epoch 1989 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 2078.66 ms [2021-08-10 04:16:15 main:574] : INFO : Epoch 1990 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 1820.12 ms [2021-08-10 04:16:17 main:574] : INFO : Epoch 1991 | loss: 0.0311573 | val_loss: 0.031168 | Time: 1809.31 ms [2021-08-10 04:16:19 main:574] : INFO : Epoch 1992 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 2034.2 ms [2021-08-10 04:16:21 main:574] : INFO : Epoch 1993 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 2109.55 ms [2021-08-10 04:16:23 main:574] : INFO : Epoch 1994 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 2028.35 ms [2021-08-10 04:16:25 main:574] : INFO : Epoch 1995 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 1788.99 ms [2021-08-10 04:16:27 main:574] : INFO : Epoch 1996 | loss: 0.0311577 | val_loss: 0.0311706 | Time: 1829.48 ms [2021-08-10 04:16:29 main:574] : INFO : Epoch 1997 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 2085.67 ms [2021-08-10 04:16:31 main:574] : INFO : Epoch 1998 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 2115.38 ms [2021-08-10 04:16:33 main:574] : INFO : Epoch 1999 | loss: 0.0311593 | val_loss: 0.031165 | Time: 1907.32 ms [2021-08-10 04:16:35 main:574] : INFO : Epoch 2000 | loss: 0.0311556 | val_loss: 0.0311651 | Time: 1813.53 ms [2021-08-10 04:16:37 main:574] : INFO : Epoch 2001 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 1946.77 ms [2021-08-10 04:16:39 main:574] : INFO : Epoch 2002 | loss: 0.0311543 | val_loss: 0.0311629 | Time: 2088.17 ms [2021-08-10 04:16:41 main:574] : INFO : Epoch 2003 | loss: 0.0311543 | val_loss: 0.0311624 | Time: 2092.51 ms [2021-08-10 04:16:43 main:574] : INFO : Epoch 2004 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 1831.67 ms [2021-08-10 04:16:44 main:574] : INFO : Epoch 2005 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 1839.08 ms [2021-08-10 04:16:47 main:574] : INFO : Epoch 2006 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 2065.5 ms [2021-08-10 04:16:49 main:574] : INFO : Epoch 2007 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 2161.85 ms [2021-08-10 04:16:51 main:574] : INFO : Epoch 2008 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 2072.64 ms [2021-08-10 04:17:03 main:574] : INFO : Epoch 2009 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 12409.5 ms [2021-08-10 04:17:05 main:574] : INFO : Epoch 2010 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 1861.39 ms [2021-08-10 04:17:07 main:574] : INFO : Epoch 2011 | loss: 0.0311521 | val_loss: 0.0311636 | Time: 1814.77 ms [2021-08-10 04:17:09 main:574] : INFO : Epoch 2012 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 2117.02 ms [2021-08-10 04:17:11 main:574] : INFO : Epoch 2013 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 2112.57 ms [2021-08-10 04:17:13 main:574] : INFO : Epoch 2014 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 1984.69 ms [2021-08-10 04:17:15 main:574] : INFO : Epoch 2015 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1905.79 ms [2021-08-10 04:17:17 main:574] : INFO : Epoch 2016 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 1811.3 ms [2021-08-10 04:17:19 main:574] : INFO : Epoch 2017 | loss: 0.0311607 | val_loss: 0.031179 | Time: 2067.83 ms [2021-08-10 04:17:21 main:574] : INFO : Epoch 2018 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 2123 ms [2021-08-10 04:17:23 main:574] : INFO : Epoch 2019 | loss: 0.0311597 | val_loss: 0.0311712 | Time: 1877.25 ms [2021-08-10 04:17:25 main:574] : INFO : Epoch 2020 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 1781.61 ms [2021-08-10 04:17:27 main:574] : INFO : Epoch 2021 | loss: 0.031159 | val_loss: 0.0311687 | Time: 2008.57 ms [2021-08-10 04:17:29 main:574] : INFO : Epoch 2022 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 2113.51 ms [2021-08-10 04:17:31 main:574] : INFO : Epoch 2023 | loss: 0.0311606 | val_loss: 0.0311786 | Time: 2062.15 ms [2021-08-10 04:17:33 main:574] : INFO : Epoch 2024 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 1843.29 ms [2021-08-10 04:17:35 main:574] : INFO : Epoch 2025 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 1754.95 ms [2021-08-10 04:17:37 main:574] : INFO : Epoch 2026 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 2063 ms [2021-08-10 04:17:39 main:574] : INFO : Epoch 2027 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 2138.02 ms [2021-08-10 04:17:41 main:574] : INFO : Epoch 2028 | loss: 0.031158 | val_loss: 0.03117 | Time: 1911.19 ms [2021-08-10 04:17:43 main:574] : INFO : Epoch 2029 | loss: 0.0311572 | val_loss: 0.0311692 | Time: 1767.71 ms [2021-08-10 04:17:44 main:574] : INFO : Epoch 2030 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 1946.33 ms [2021-08-10 04:17:47 main:574] : INFO : Epoch 2031 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 2088.21 ms [2021-08-10 04:17:49 main:574] : INFO : Epoch 2032 | loss: 0.0311578 | val_loss: 0.0311771 | Time: 2069.49 ms [2021-08-10 04:17:51 main:574] : INFO : Epoch 2033 | loss: 0.0311594 | val_loss: 0.0311731 | Time: 1848.34 ms [2021-08-10 04:17:52 main:574] : INFO : Epoch 2034 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 1886.8 ms [2021-08-10 04:17:54 main:574] : INFO : Epoch 2035 | loss: 0.0311604 | val_loss: 0.031172 | Time: 2013.26 ms [2021-08-10 04:17:57 main:574] : INFO : Epoch 2036 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 2104.05 ms [2021-08-10 04:17:59 main:574] : INFO : Epoch 2037 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 2071.72 ms [2021-08-10 04:18:00 main:574] : INFO : Epoch 2038 | loss: 0.0311564 | val_loss: 0.0311684 | Time: 1834.39 ms [2021-08-10 04:18:03 main:574] : INFO : Epoch 2039 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2068.34 ms [2021-08-10 04:18:05 main:574] : INFO : Epoch 2040 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 1981.82 ms [2021-08-10 04:18:07 main:574] : INFO : Epoch 2041 | loss: 0.0311551 | val_loss: 0.0311723 | Time: 2147.91 ms [2021-08-10 04:18:09 main:574] : INFO : Epoch 2042 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 2163.25 ms [2021-08-10 04:18:11 main:574] : INFO : Epoch 2043 | loss: 0.0311538 | val_loss: 0.0311662 | Time: 1732.1 ms [2021-08-10 04:18:12 main:574] : INFO : Epoch 2044 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 1785.58 ms [2021-08-10 04:18:14 main:574] : INFO : Epoch 2045 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 2047.1 ms [2021-08-10 04:18:17 main:574] : INFO : Epoch 2046 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 2146.63 ms [2021-08-10 04:18:19 main:574] : INFO : Epoch 2047 | loss: 0.0311525 | val_loss: 0.031167 | Time: 1990.01 ms [2021-08-10 04:18:20 main:574] : INFO : Epoch 2048 | loss: 0.0311538 | val_loss: 0.031165 | Time: 1873.82 ms [2021-08-10 04:18:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165 [2021-08-10 04:18:21 main:603] : INFO : Saving end state to config to file [2021-08-10 04:18:21 main:608] : INFO : Success, exiting.. 04:18:21 (129048): 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)