Task 8923323
| Name | ParityModified-1636226432-8847-1_0 |
| Workunit | 6385184 |
| Created | 13 Nov 2021, 15:54:33 UTC |
| Sent | 21 Nov 2021, 12:09:04 UTC |
| Report deadline | 28 Nov 2021, 12:09:04 UTC |
| Received | 21 Nov 2021, 14:33:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 23 min 41 sec |
| CPU time | 1 hours 20 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309511 | val_loss: 0.0313473 | Time: 2242.6 ms [2021-11-21 14:14:12 main:574] : INFO : Epoch 1543 | loss: 0.0309486 | val_loss: 0.0313518 | Time: 2208.9 ms [2021-11-21 14:14:14 main:574] : INFO : Epoch 1544 | loss: 0.0309426 | val_loss: 0.0313542 | Time: 2240.91 ms [2021-11-21 14:14:16 main:574] : INFO : Epoch 1545 | loss: 0.0309365 | val_loss: 0.0313678 | Time: 2222.82 ms [2021-11-21 14:14:18 main:574] : INFO : Epoch 1546 | loss: 0.0309384 | val_loss: 0.0313451 | Time: 2242.35 ms [2021-11-21 14:14:21 main:574] : INFO : Epoch 1547 | loss: 0.0309398 | val_loss: 0.0313513 | Time: 2243.84 ms [2021-11-21 14:14:23 main:574] : INFO : Epoch 1548 | loss: 0.0309396 | val_loss: 0.0313528 | Time: 2226.47 ms [2021-11-21 14:14:25 main:574] : INFO : Epoch 1549 | loss: 0.0309449 | val_loss: 0.031382 | Time: 2248.79 ms [2021-11-21 14:14:27 main:574] : INFO : Epoch 1550 | loss: 0.0309411 | val_loss: 0.0313575 | Time: 2236.15 ms [2021-11-21 14:14:30 main:574] : INFO : Epoch 1551 | loss: 0.0309481 | val_loss: 0.0313404 | Time: 2236.75 ms [2021-11-21 14:14:32 main:574] : INFO : Epoch 1552 | loss: 0.0309406 | val_loss: 0.0313363 | Time: 2237.95 ms [2021-11-21 14:14:34 main:574] : INFO : Epoch 1553 | loss: 0.0309385 | val_loss: 0.0313793 | Time: 2280.08 ms [2021-11-21 14:14:36 main:574] : INFO : Epoch 1554 | loss: 0.0309454 | val_loss: 0.0313545 | Time: 2214.39 ms [2021-11-21 14:14:39 main:574] : INFO : Epoch 1555 | loss: 0.0309509 | val_loss: 0.0313582 | Time: 2228.69 ms [2021-11-21 14:14:41 main:574] : INFO : Epoch 1556 | loss: 0.0309506 | val_loss: 0.0313619 | Time: 2251.52 ms [2021-11-21 14:14:43 main:574] : INFO : Epoch 1557 | loss: 0.0309529 | val_loss: 0.0313338 | Time: 2223.43 ms [2021-11-21 14:14:45 main:574] : INFO : Epoch 1558 | loss: 0.0309439 | val_loss: 0.0313754 | Time: 2286.65 ms [2021-11-21 14:14:47 main:574] : INFO : Epoch 1559 | loss: 0.0309493 | val_loss: 0.0313398 | Time: 2188.16 ms [2021-11-21 14:14:50 main:574] : INFO : Epoch 1560 | loss: 0.0309511 | val_loss: 0.031329 | Time: 2243.3 ms [2021-11-21 14:14:52 main:574] : INFO : Epoch 1561 | loss: 0.0309585 | val_loss: 0.0313942 | Time: 2227.69 ms [2021-11-21 14:14:54 main:574] : INFO : Epoch 1562 | loss: 0.0309464 | val_loss: 0.0313478 | Time: 2208.47 ms [2021-11-21 14:14:56 main:574] : INFO : Epoch 1563 | loss: 0.030951 | val_loss: 0.0313626 | Time: 2213.71 ms [2021-11-21 14:14:59 main:574] : INFO : Epoch 1564 | loss: 0.030949 | val_loss: 0.0313245 | Time: 2233.9 ms [2021-11-21 14:15:01 main:574] : INFO : Epoch 1565 | loss: 0.0309679 | val_loss: 0.0313469 | Time: 2200.97 ms [2021-11-21 14:15:03 main:574] : INFO : Epoch 1566 | loss: 0.0309541 | val_loss: 0.0313518 | Time: 2196.88 ms [2021-11-21 14:15:05 main:574] : INFO : Epoch 1567 | loss: 0.0309499 | val_loss: 0.0313323 | Time: 2311.51 ms [2021-11-21 14:15:08 main:574] : INFO : Epoch 1568 | loss: 0.030936 | val_loss: 0.0313533 | Time: 2198.21 ms [2021-11-21 14:15:10 main:574] : INFO : Epoch 1569 | loss: 0.0309344 | val_loss: 0.0313419 | Time: 2207.65 ms [2021-11-21 14:15:12 main:574] : INFO : Epoch 1570 | loss: 0.0309361 | val_loss: 0.0313568 | Time: 2225.67 ms [2021-11-21 14:15:14 main:574] : INFO : Epoch 1571 | loss: 0.0309473 | val_loss: 0.0313394 | Time: 2228.02 ms [2021-11-21 14:15:16 main:574] : INFO : Epoch 1572 | loss: 0.0309461 | val_loss: 0.0313331 | Time: 2258.45 ms [2021-11-21 14:15:19 main:574] : INFO : Epoch 1573 | loss: 0.0309366 | val_loss: 0.0313495 | Time: 2267.75 ms [2021-11-21 14:15:21 main:574] : INFO : Epoch 1574 | loss: 0.0309414 | val_loss: 0.0313382 | Time: 2235.37 ms [2021-11-21 14:15:23 main:574] : INFO : Epoch 1575 | loss: 0.0309462 | val_loss: 0.0313703 | Time: 2219.93 ms [2021-11-21 14:15:25 main:574] : INFO : Epoch 1576 | loss: 0.0309443 | val_loss: 0.0313715 | Time: 2244.34 ms [2021-11-21 14:15:28 main:574] : INFO : Epoch 1577 | loss: 0.0309481 | val_loss: 0.0313153 | Time: 2218.01 ms [2021-11-21 14:15:30 main:574] : INFO : Epoch 1578 | loss: 0.0309483 | val_loss: 0.0313634 | Time: 2207.03 ms [2021-11-21 14:15:32 main:574] : INFO : Epoch 1579 | loss: 0.030944 | val_loss: 0.0313679 | Time: 2233.09 ms [2021-11-21 14:15:35 main:574] : INFO : Epoch 1580 | loss: 0.0309436 | val_loss: 0.0313291 | Time: 2257.62 ms [2021-11-21 14:15:37 main:574] : INFO : Epoch 1581 | loss: 0.0309392 | val_loss: 0.0313737 | Time: 2220.3 ms [2021-11-21 14:15:40 main:574] : INFO : Epoch 1582 | loss: 0.0309464 | val_loss: 0.0313357 | Time: 2213.32 ms [2021-11-21 14:15:42 main:574] : INFO : Epoch 1583 | loss: 0.0309457 | val_loss: 0.0313885 | Time: 2254.52 ms [2021-11-21 14:15:44 main:574] : INFO : Epoch 1584 | loss: 0.0309473 | val_loss: 0.0313459 | Time: 2221.68 ms [2021-11-21 14:15:46 main:574] : INFO : Epoch 1585 | loss: 0.0309399 | val_loss: 0.0313535 | Time: 2240.04 ms [2021-11-21 14:15:48 main:574] : INFO : Epoch 1586 | loss: 0.030945 | val_loss: 0.0313624 | Time: 2224.72 ms [2021-11-21 14:15:51 main:574] : INFO : Epoch 1587 | loss: 0.0309466 | val_loss: 0.0313574 | Time: 2213.31 ms [2021-11-21 14:15:53 main:574] : INFO : Epoch 1588 | loss: 0.0309456 | val_loss: 0.0313634 | Time: 2213.92 ms [2021-11-21 14:15:55 main:574] : INFO : Epoch 1589 | loss: 0.0309461 | val_loss: 0.0313627 | Time: 2229.04 ms [2021-11-21 14:15:57 main:574] : INFO : Epoch 1590 | loss: 0.0309401 | val_loss: 0.0313739 | Time: 2220.29 ms [2021-11-21 14:16:00 main:574] : INFO : Epoch 1591 | loss: 0.0309447 | val_loss: 0.031388 | Time: 2220.19 ms [2021-11-21 14:16:02 main:574] : INFO : Epoch 1592 | loss: 0.0309473 | val_loss: 0.0313475 | Time: 2228.61 ms [2021-11-21 14:16:04 main:574] : INFO : Epoch 1593 | loss: 0.0309438 | val_loss: 0.0313709 | Time: 2260.15 ms [2021-11-21 14:16:06 main:574] : INFO : Epoch 1594 | loss: 0.0309423 | val_loss: 0.0313518 | Time: 2193.46 ms [2021-11-21 14:16:09 main:574] : INFO : Epoch 1595 | loss: 0.0309509 | val_loss: 0.031339 | Time: 2216.36 ms [2021-11-21 14:16:11 main:574] : INFO : Epoch 1596 | loss: 0.0309476 | val_loss: 0.0313839 | Time: 2234.7 ms [2021-11-21 14:16:13 main:574] : INFO : Epoch 1597 | loss: 0.0309454 | val_loss: 0.0313449 | Time: 2321.43 ms [2021-11-21 14:16:15 main:574] : INFO : Epoch 1598 | loss: 0.0309505 | val_loss: 0.0313517 | Time: 2311.58 ms [2021-11-21 14:16:18 main:574] : INFO : Epoch 1599 | loss: 0.0309502 | val_loss: 0.0313292 | Time: 2242.31 ms [2021-11-21 14:16:20 main:574] : INFO : Epoch 1600 | loss: 0.0309528 | val_loss: 0.0313818 | Time: 2262 ms [2021-11-21 14:16:22 main:574] : INFO : Epoch 1601 | loss: 0.0309428 | val_loss: 0.0313611 | Time: 2234.06 ms [2021-11-21 14:16:24 main:574] : INFO : Epoch 1602 | loss: 0.030939 | val_loss: 0.0313488 | Time: 2222.92 ms [2021-11-21 14:16:27 main:574] : INFO : Epoch 1603 | loss: 0.0309384 | val_loss: 0.0313685 | Time: 2212.73 ms [2021-11-21 14:16:29 main:574] : INFO : Epoch 1604 | loss: 0.03094 | val_loss: 0.0313821 | Time: 2223.11 ms [2021-11-21 14:16:31 main:574] : INFO : Epoch 1605 | loss: 0.030954 | val_loss: 0.0313283 | Time: 2245.3 ms [2021-11-21 14:16:33 main:574] : INFO : Epoch 1606 | loss: 0.0309568 | val_loss: 0.0313651 | Time: 2270.08 ms [2021-11-21 14:16:36 main:574] : INFO : Epoch 1607 | loss: 0.0309469 | val_loss: 0.0313541 | Time: 2241.2 ms [2021-11-21 14:16:38 main:574] : INFO : Epoch 1608 | loss: 0.0309614 | val_loss: 0.0313602 | Time: 2226.21 ms [2021-11-21 14:16:40 main:574] : INFO : Epoch 1609 | loss: 0.0309558 | val_loss: 0.0313813 | Time: 2230.95 ms [2021-11-21 14:16:42 main:574] : INFO : Epoch 1610 | loss: 0.0309492 | val_loss: 0.0313336 | Time: 2215.38 ms [2021-11-21 14:16:44 main:574] : INFO : Epoch 1611 | loss: 0.0309431 | val_loss: 0.0313716 | Time: 2201.08 ms [2021-11-21 14:16:47 main:574] : INFO : Epoch 1612 | loss: 0.0309482 | val_loss: 0.0313366 | Time: 2283.56 ms [2021-11-21 14:16:49 main:574] : INFO : Epoch 1613 | loss: 0.0309407 | val_loss: 0.0313588 | Time: 2208.74 ms [2021-11-21 14:16:51 main:574] : INFO : Epoch 1614 | loss: 0.0309414 | val_loss: 0.0313565 | Time: 2225.65 ms [2021-11-21 14:16:53 main:574] : INFO : Epoch 1615 | loss: 0.0309469 | val_loss: 0.0313645 | Time: 2237.4 ms [2021-11-21 14:16:56 main:574] : INFO : Epoch 1616 | loss: 0.0309441 | val_loss: 0.0313781 | Time: 2184.53 ms [2021-11-21 14:16:58 main:574] : INFO : Epoch 1617 | loss: 0.0309594 | val_loss: 0.0313187 | Time: 2258.11 ms [2021-11-21 14:17:00 main:574] : INFO : Epoch 1618 | loss: 0.0309538 | val_loss: 0.0313495 | Time: 2220.5 ms [2021-11-21 14:17:02 main:574] : INFO : Epoch 1619 | loss: 0.0309473 | val_loss: 0.0313622 | Time: 2233.42 ms [2021-11-21 14:17:05 main:574] : INFO : Epoch 1620 | loss: 0.030939 | val_loss: 0.0313657 | Time: 2250.39 ms [2021-11-21 14:17:07 main:574] : INFO : Epoch 1621 | loss: 0.0309422 | val_loss: 0.0313387 | Time: 2220.68 ms [2021-11-21 14:17:09 main:574] : INFO : Epoch 1622 | loss: 0.0309426 | val_loss: 0.0313512 | Time: 2222.29 ms [2021-11-21 14:17:11 main:574] : INFO : Epoch 1623 | loss: 0.0309461 | val_loss: 0.0313258 | Time: 2196.62 ms [2021-11-21 14:17:14 main:574] : INFO : Epoch 1624 | loss: 0.0309528 | val_loss: 0.0313328 | Time: 2244.58 ms [2021-11-21 14:17:16 main:574] : INFO : Epoch 1625 | loss: 0.0309495 | val_loss: 0.0313178 | Time: 2218.16 ms [2021-11-21 14:17:18 main:574] : INFO : Epoch 1626 | loss: 0.0309469 | val_loss: 0.0313525 | Time: 2194.02 ms [2021-11-21 14:17:20 main:574] : INFO : Epoch 1627 | loss: 0.0309437 | val_loss: 0.0313462 | Time: 2203 ms [2021-11-21 14:17:22 main:574] : INFO : Epoch 1628 | loss: 0.0309395 | val_loss: 0.031351 | Time: 2256.83 ms [2021-11-21 14:17:25 main:574] : INFO : Epoch 1629 | loss: 0.0309398 | val_loss: 0.0313913 | Time: 2253.38 ms [2021-11-21 14:17:27 main:574] : INFO : Epoch 1630 | loss: 0.0309801 | val_loss: 0.0312957 | Time: 2262.94 ms [2021-11-21 14:17:29 main:574] : INFO : Epoch 1631 | loss: 0.0309719 | val_loss: 0.0313551 | Time: 2221.47 ms [2021-11-21 14:17:31 main:574] : INFO : Epoch 1632 | loss: 0.0309429 | val_loss: 0.0313695 | Time: 2243.76 ms [2021-11-21 14:17:34 main:574] : INFO : Epoch 1633 | loss: 0.030939 | val_loss: 0.0313425 | Time: 2261.96 ms [2021-11-21 14:17:36 main:574] : INFO : Epoch 1634 | loss: 0.0309453 | val_loss: 0.0313691 | Time: 2208.25 ms [2021-11-21 14:17:38 main:574] : INFO : Epoch 1635 | loss: 0.0309473 | val_loss: 0.0313663 | Time: 2230.79 ms [2021-11-21 14:17:40 main:574] : INFO : Epoch 1636 | loss: 0.0309404 | val_loss: 0.031349 | Time: 2197.51 ms [2021-11-21 14:17:43 main:574] : INFO : Epoch 1637 | loss: 0.030939 | val_loss: 0.031339 | Time: 2224.66 ms [2021-11-21 14:17:45 main:574] : INFO : Epoch 1638 | loss: 0.0309441 | val_loss: 0.031355 | Time: 2246.21 ms [2021-11-21 14:17:47 main:574] : INFO : Epoch 1639 | loss: 0.0309436 | val_loss: 0.0313408 | Time: 2210.45 ms [2021-11-21 14:17:49 main:574] : INFO : Epoch 1640 | loss: 0.0309476 | val_loss: 0.0313359 | Time: 2242.19 ms [2021-11-21 14:17:51 main:574] : INFO : Epoch 1641 | loss: 0.0309417 | val_loss: 0.0313478 | Time: 2210.48 ms [2021-11-21 14:17:54 main:574] : INFO : Epoch 1642 | loss: 0.0309433 | val_loss: 0.0313509 | Time: 2245 ms [2021-11-21 14:17:56 main:574] : INFO : Epoch 1643 | loss: 0.0309417 | val_loss: 0.0313655 | Time: 2207.14 ms [2021-11-21 14:17:58 main:574] : INFO : Epoch 1644 | loss: 0.0309525 | val_loss: 0.0313913 | Time: 2202.65 ms [2021-11-21 14:18:00 main:574] : INFO : Epoch 1645 | loss: 0.0309462 | val_loss: 0.0313231 | Time: 2261.92 ms [2021-11-21 14:18:03 main:574] : INFO : Epoch 1646 | loss: 0.0309468 | val_loss: 0.0313323 | Time: 2263.23 ms [2021-11-21 14:18:05 main:574] : INFO : Epoch 1647 | loss: 0.0309459 | val_loss: 0.0313762 | Time: 2278.06 ms [2021-11-21 14:18:07 main:574] : INFO : Epoch 1648 | loss: 0.0309549 | val_loss: 0.0313825 | Time: 2215.01 ms [2021-11-21 14:18:09 main:574] : INFO : Epoch 1649 | loss: 0.0309509 | val_loss: 0.0313357 | Time: 2199.33 ms [2021-11-21 14:18:12 main:574] : INFO : Epoch 1650 | loss: 0.0309419 | val_loss: 0.0313926 | Time: 2226.91 ms [2021-11-21 14:18:14 main:574] : INFO : Epoch 1651 | loss: 0.030944 | val_loss: 0.0313351 | Time: 2250.91 ms [2021-11-21 14:18:16 main:574] : INFO : Epoch 1652 | loss: 0.0309455 | val_loss: 0.0313693 | Time: 2217.62 ms [2021-11-21 14:18:18 main:574] : INFO : Epoch 1653 | loss: 0.0309397 | val_loss: 0.0313444 | Time: 2235.18 ms [2021-11-21 14:18:21 main:574] : INFO : Epoch 1654 | loss: 0.0309433 | val_loss: 0.0313603 | Time: 2211.39 ms [2021-11-21 14:18:23 main:574] : INFO : Epoch 1655 | loss: 0.0309416 | val_loss: 0.0313697 | Time: 2246.01 ms [2021-11-21 14:18:25 main:574] : INFO : Epoch 1656 | loss: 0.0309401 | val_loss: 0.0313594 | Time: 2261.41 ms [2021-11-21 14:18:27 main:574] : INFO : Epoch 1657 | loss: 0.0309354 | val_loss: 0.0313771 | Time: 2249.18 ms [2021-11-21 14:18:30 main:574] : INFO : Epoch 1658 | loss: 0.0309472 | val_loss: 0.0313175 | Time: 2227.73 ms [2021-11-21 14:18:32 main:574] : INFO : Epoch 1659 | loss: 0.0309486 | val_loss: 0.0313457 | Time: 2229.16 ms [2021-11-21 14:18:34 main:574] : INFO : Epoch 1660 | loss: 0.0309469 | val_loss: 0.031342 | Time: 2293.26 ms [2021-11-21 14:18:36 main:574] : INFO : Epoch 1661 | loss: 0.0309427 | val_loss: 0.0313449 | Time: 2236.91 ms [2021-11-21 14:18:39 main:574] : INFO : Epoch 1662 | loss: 0.030941 | val_loss: 0.0313779 | Time: 2259.01 ms [2021-11-21 14:18:41 main:574] : INFO : Epoch 1663 | loss: 0.0309441 | val_loss: 0.0313426 | Time: 2244.59 ms [2021-11-21 14:18:43 main:574] : INFO : Epoch 1664 | loss: 0.0309414 | val_loss: 0.0313497 | Time: 2242.85 ms [2021-11-21 14:18:46 main:574] : INFO : Epoch 1665 | loss: 0.0309424 | val_loss: 0.0313588 | Time: 2258.66 ms [2021-11-21 14:18:48 main:574] : INFO : Epoch 1666 | loss: 0.030946 | val_loss: 0.0313678 | Time: 2250.67 ms [2021-11-21 14:18:50 main:574] : INFO : Epoch 1667 | loss: 0.0309394 | val_loss: 0.0313669 | Time: 2243.76 ms [2021-11-21 14:18:52 main:574] : INFO : Epoch 1668 | loss: 0.030945 | val_loss: 0.0313458 | Time: 2220 ms [2021-11-21 14:18:54 main:574] : INFO : Epoch 1669 | loss: 0.0309517 | val_loss: 0.0314007 | Time: 2201.05 ms [2021-11-21 14:18:57 main:574] : INFO : Epoch 1670 | loss: 0.0309666 | val_loss: 0.0313473 | Time: 2250.66 ms [2021-11-21 14:18:59 main:574] : INFO : Epoch 1671 | loss: 0.0309793 | val_loss: 0.0314766 | Time: 2242.24 ms [2021-11-21 14:19:01 main:574] : INFO : Epoch 1672 | loss: 0.0317323 | val_loss: 0.0316297 | Time: 2227.72 ms [2021-11-21 14:19:03 main:574] : INFO : Epoch 1673 | loss: 0.0419848 | val_loss: 0.0325534 | Time: 2256.63 ms [2021-11-21 14:19:06 main:574] : INFO : Epoch 1674 | loss: 0.0335039 | val_loss: 0.0324509 | Time: 2247.72 ms [2021-11-21 14:19:08 main:574] : INFO : Epoch 1675 | loss: 0.0316586 | val_loss: 0.0312929 | Time: 2227.86 ms [2021-11-21 14:19:10 main:574] : INFO : Epoch 1676 | loss: 0.0312978 | val_loss: 0.0312775 | Time: 2216.39 ms [2021-11-21 14:19:12 main:574] : INFO : Epoch 1677 | loss: 0.0312618 | val_loss: 0.0312574 | Time: 2195.29 ms [2021-11-21 14:19:15 main:574] : INFO : Epoch 1678 | loss: 0.0312551 | val_loss: 0.0312537 | Time: 2247.57 ms [2021-11-21 14:19:17 main:574] : INFO : Epoch 1679 | loss: 0.0312531 | val_loss: 0.0312528 | Time: 2198.09 ms [2021-11-21 14:19:19 main:574] : INFO : Epoch 1680 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 2210.94 ms [2021-11-21 14:19:21 main:574] : INFO : Epoch 1681 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 2291.65 ms [2021-11-21 14:19:24 main:574] : INFO : Epoch 1682 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 2221.76 ms [2021-11-21 14:19:26 main:574] : INFO : Epoch 1683 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 2228.22 ms [2021-11-21 14:19:28 main:574] : INFO : Epoch 1684 | loss: 0.0312516 | val_loss: 0.031252 | Time: 2244.22 ms [2021-11-21 14:19:30 main:574] : INFO : Epoch 1685 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 2216.28 ms [2021-11-21 14:19:33 main:574] : INFO : Epoch 1686 | loss: 0.0312516 | val_loss: 0.0312527 | Time: 2295.5 ms [2021-11-21 14:19:35 main:574] : INFO : Epoch 1687 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 2273.22 ms [2021-11-21 14:19:37 main:574] : INFO : Epoch 1688 | loss: 0.031251 | val_loss: 0.031251 | Time: 2225.44 ms [2021-11-21 14:19:39 main:574] : INFO : Epoch 1689 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2199.7 ms [2021-11-21 14:19:41 main:574] : INFO : Epoch 1690 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 2203.4 ms [2021-11-21 14:19:44 main:574] : INFO : Epoch 1691 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2303.2 ms [2021-11-21 14:19:46 main:574] : INFO : Epoch 1692 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2248.25 ms [2021-11-21 14:19:48 main:574] : INFO : Epoch 1693 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2211.54 ms [2021-11-21 14:19:51 main:574] : INFO : Epoch 1694 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2258.38 ms [2021-11-21 14:19:53 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2230.3 ms [2021-11-21 14:19:55 main:574] : INFO : Epoch 1696 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2216.86 ms [2021-11-21 14:19:57 main:574] : INFO : Epoch 1697 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2277.25 ms [2021-11-21 14:19:59 main:574] : INFO : Epoch 1698 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2245.92 ms [2021-11-21 14:20:02 main:574] : INFO : Epoch 1699 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2239.65 ms [2021-11-21 14:20:04 main:574] : INFO : Epoch 1700 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2287.75 ms [2021-11-21 14:20:06 main:574] : INFO : Epoch 1701 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2204.29 ms [2021-11-21 14:20:08 main:574] : INFO : Epoch 1702 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2239.61 ms [2021-11-21 14:20:11 main:574] : INFO : Epoch 1703 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2263 ms [2021-11-21 14:20:13 main:574] : INFO : Epoch 1704 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2242.9 ms [2021-11-21 14:20:15 main:574] : INFO : Epoch 1705 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2180.54 ms [2021-11-21 14:20:17 main:574] : INFO : Epoch 1706 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2210.29 ms [2021-11-21 14:20:20 main:574] : INFO : Epoch 1707 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2225.9 ms [2021-11-21 14:20:22 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2215.64 ms [2021-11-21 14:20:24 main:574] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2256.39 ms [2021-11-21 14:20:26 main:574] : INFO : Epoch 1710 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2201.79 ms [2021-11-21 14:20:29 main:574] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2207.25 ms [2021-11-21 14:20:31 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2234.81 ms [2021-11-21 14:20:33 main:574] : INFO : Epoch 1713 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2171.68 ms [2021-11-21 14:20:35 main:574] : INFO : Epoch 1714 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2278.48 ms [2021-11-21 14:20:37 main:574] : INFO : Epoch 1715 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2205.92 ms [2021-11-21 14:20:40 main:574] : INFO : Epoch 1716 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2252.04 ms [2021-11-21 14:20:42 main:574] : INFO : Epoch 1717 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2227.38 ms [2021-11-21 14:20:44 main:574] : INFO : Epoch 1718 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2266.6 ms [2021-11-21 14:20:46 main:574] : INFO : Epoch 1719 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2286.85 ms [2021-11-21 14:20:49 main:574] : INFO : Epoch 1720 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2246.57 ms [2021-11-21 14:20:51 main:574] : INFO : Epoch 1721 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2226.54 ms [2021-11-21 14:20:53 main:574] : INFO : Epoch 1722 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2225.14 ms [2021-11-21 14:20:55 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2234.56 ms [2021-11-21 14:20:58 main:574] : INFO : Epoch 1724 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2233.46 ms [2021-11-21 14:21:00 main:574] : INFO : Epoch 1725 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2210.91 ms [2021-11-21 14:21:02 main:574] : INFO : Epoch 1726 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2249.82 ms [2021-11-21 14:21:04 main:574] : INFO : Epoch 1727 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2260.47 ms [2021-11-21 14:21:07 main:574] : INFO : Epoch 1728 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2233.32 ms [2021-11-21 14:21:09 main:574] : INFO : Epoch 1729 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2223.21 ms [2021-11-21 14:21:11 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2208.7 ms [2021-11-21 14:21:13 main:574] : INFO : Epoch 1731 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2244.6 ms [2021-11-21 14:21:16 main:574] : INFO : Epoch 1732 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2242.8 ms [2021-11-21 14:21:18 main:574] : INFO : Epoch 1733 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2207.85 ms [2021-11-21 14:21:20 main:574] : INFO : Epoch 1734 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2218.13 ms [2021-11-21 14:21:22 main:574] : INFO : Epoch 1735 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2241.72 ms [2021-11-21 14:21:25 main:574] : INFO : Epoch 1736 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2249.97 ms [2021-11-21 14:21:27 main:574] : INFO : Epoch 1737 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2220.82 ms [2021-11-21 14:21:29 main:574] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2224.04 ms [2021-11-21 14:21:31 main:574] : INFO : Epoch 1739 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2195.08 ms [2021-11-21 14:21:33 main:574] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2246.27 ms [2021-11-21 14:21:36 main:574] : INFO : Epoch 1741 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2300.79 ms [2021-11-21 14:21:38 main:574] : INFO : Epoch 1742 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2200.96 ms [2021-11-21 14:21:40 main:574] : INFO : Epoch 1743 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2235.81 ms [2021-11-21 14:21:42 main:574] : INFO : Epoch 1744 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2265.18 ms [2021-11-21 14:21:45 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2298.73 ms [2021-11-21 14:21:47 main:574] : INFO : Epoch 1746 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2179.27 ms [2021-11-21 14:21:49 main:574] : INFO : Epoch 1747 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2203.7 ms [2021-11-21 14:21:51 main:574] : INFO : Epoch 1748 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2222.79 ms [2021-11-21 14:21:54 main:574] : INFO : Epoch 1749 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2206.67 ms [2021-11-21 14:21:56 main:574] : INFO : Epoch 1750 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2257.94 ms [2021-11-21 14:21:58 main:574] : INFO : Epoch 1751 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2200.34 ms [2021-11-21 14:22:00 main:574] : INFO : Epoch 1752 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2209.75 ms [2021-11-21 14:22:02 main:574] : INFO : Epoch 1753 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2187.57 ms [2021-11-21 14:22:05 main:574] : INFO : Epoch 1754 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2295.7 ms [2021-11-21 14:22:07 main:574] : INFO : Epoch 1755 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2214.4 ms [2021-11-21 14:22:09 main:574] : INFO : Epoch 1756 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2231.55 ms [2021-11-21 14:22:11 main:574] : INFO : Epoch 1757 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2259.51 ms [2021-11-21 14:22:14 main:574] : INFO : Epoch 1758 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2222.29 ms [2021-11-21 14:22:16 main:574] : INFO : Epoch 1759 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2254.97 ms [2021-11-21 14:22:18 main:574] : INFO : Epoch 1760 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 2247.3 ms [2021-11-21 14:22:20 main:574] : INFO : Epoch 1761 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2242.14 ms [2021-11-21 14:22:23 main:574] : INFO : Epoch 1762 | loss: 0.031249 | val_loss: 0.031249 | Time: 2219.23 ms [2021-11-21 14:22:25 main:574] : INFO : Epoch 1763 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2251.4 ms [2021-11-21 14:22:27 main:574] : INFO : Epoch 1764 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2226.03 ms [2021-11-21 14:22:29 main:574] : INFO : Epoch 1765 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2213.82 ms [2021-11-21 14:22:32 main:574] : INFO : Epoch 1766 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2217.38 ms [2021-11-21 14:22:34 main:574] : INFO : Epoch 1767 | loss: 0.0312487 | val_loss: 0.031249 | Time: 2254.93 ms [2021-11-21 14:22:36 main:574] : INFO : Epoch 1768 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 2239.06 ms [2021-11-21 14:22:38 main:574] : INFO : Epoch 1769 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2209.8 ms [2021-11-21 14:22:41 main:574] : INFO : Epoch 1770 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2213.78 ms [2021-11-21 14:22:43 main:574] : INFO : Epoch 1771 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 2254.22 ms [2021-11-21 14:22:45 main:574] : INFO : Epoch 1772 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2246.32 ms [2021-11-21 14:22:47 main:574] : INFO : Epoch 1773 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2209.56 ms [2021-11-21 14:22:50 main:574] : INFO : Epoch 1774 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 2255.61 ms [2021-11-21 14:22:52 main:574] : INFO : Epoch 1775 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2223.28 ms [2021-11-21 14:22:54 main:574] : INFO : Epoch 1776 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2228.92 ms [2021-11-21 14:22:56 main:574] : INFO : Epoch 1777 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 2181.24 ms [2021-11-21 14:22:58 main:574] : INFO : Epoch 1778 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2207.51 ms [2021-11-21 14:23:01 main:574] : INFO : Epoch 1779 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 2226.06 ms [2021-11-21 14:23:03 main:574] : INFO : Epoch 1780 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2248.67 ms [2021-11-21 14:23:05 main:574] : INFO : Epoch 1781 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2291.47 ms [2021-11-21 14:23:07 main:574] : INFO : Epoch 1782 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 2258.76 ms [2021-11-21 14:23:10 main:574] : INFO : Epoch 1783 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2205.34 ms [2021-11-21 14:23:12 main:574] : INFO : Epoch 1784 | loss: 0.0312486 | val_loss: 0.0312519 | Time: 2238.08 ms [2021-11-21 14:23:14 main:574] : INFO : Epoch 1785 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2230.28 ms [2021-11-21 14:23:16 main:574] : INFO : Epoch 1786 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2217.3 ms [2021-11-21 14:23:19 main:574] : INFO : Epoch 1787 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2259.69 ms [2021-11-21 14:23:21 main:574] : INFO : Epoch 1788 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2236.47 ms [2021-11-21 14:23:23 main:574] : INFO : Epoch 1789 | loss: 0.031248 | val_loss: 0.031248 | Time: 2368.36 ms [2021-11-21 14:23:26 main:574] : INFO : Epoch 1790 | loss: 0.031248 | val_loss: 0.031248 | Time: 2366.44 ms [2021-11-21 14:23:28 main:574] : INFO : Epoch 1791 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 2264.73 ms [2021-11-21 14:23:30 main:574] : INFO : Epoch 1792 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 2284.47 ms [2021-11-21 14:23:32 main:574] : INFO : Epoch 1793 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 2238.38 ms [2021-11-21 14:23:35 main:574] : INFO : Epoch 1794 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 2442.96 ms [2021-11-21 14:23:37 main:574] : INFO : Epoch 1795 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2260.61 ms [2021-11-21 14:23:39 main:574] : INFO : Epoch 1796 | loss: 0.031247 | val_loss: 0.0312472 | Time: 2245.1 ms [2021-11-21 14:23:42 main:574] : INFO : Epoch 1797 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 2623.26 ms [2021-11-21 14:23:44 main:574] : INFO : Epoch 1798 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2218.35 ms [2021-11-21 14:23:46 main:574] : INFO : Epoch 1799 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2267.85 ms [2021-11-21 14:23:49 main:574] : INFO : Epoch 1800 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 2284.39 ms [2021-11-21 14:23:51 main:574] : INFO : Epoch 1801 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 2288.05 ms [2021-11-21 14:23:53 main:574] : INFO : Epoch 1802 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2257.46 ms [2021-11-21 14:23:56 main:574] : INFO : Epoch 1803 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2248.09 ms [2021-11-21 14:23:58 main:574] : INFO : Epoch 1804 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 2252.89 ms [2021-11-21 14:24:00 main:574] : INFO : Epoch 1805 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 2211.15 ms [2021-11-21 14:24:02 main:574] : INFO : Epoch 1806 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 2267.78 ms [2021-11-21 14:24:05 main:574] : INFO : Epoch 1807 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2306.78 ms [2021-11-21 14:24:07 main:574] : INFO : Epoch 1808 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2263.48 ms [2021-11-21 14:24:09 main:574] : INFO : Epoch 1809 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2215.47 ms [2021-11-21 14:24:11 main:574] : INFO : Epoch 1810 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2207.67 ms [2021-11-21 14:24:14 main:574] : INFO : Epoch 1811 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2214.02 ms [2021-11-21 14:24:16 main:574] : INFO : Epoch 1812 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2248.19 ms [2021-11-21 14:24:18 main:574] : INFO : Epoch 1813 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 2235.97 ms [2021-11-21 14:24:20 main:574] : INFO : Epoch 1814 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 2228.62 ms [2021-11-21 14:24:23 main:574] : INFO : Epoch 1815 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 2233.1 ms [2021-11-21 14:24:25 main:574] : INFO : Epoch 1816 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 2229.3 ms [2021-11-21 14:24:27 main:574] : INFO : Epoch 1817 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 2192.83 ms [2021-11-21 14:24:29 main:574] : INFO : Epoch 1818 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 2227.01 ms [2021-11-21 14:24:32 main:574] : INFO : Epoch 1819 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 2521.33 ms [2021-11-21 14:24:34 main:574] : INFO : Epoch 1820 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 2368.74 ms [2021-11-21 14:24:36 main:574] : INFO : Epoch 1821 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 2253 ms [2021-11-21 14:24:39 main:574] : INFO : Epoch 1822 | loss: 0.0312439 | val_loss: 0.0312457 | Time: 2463.42 ms [2021-11-21 14:24:41 main:574] : INFO : Epoch 1823 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 2267.07 ms [2021-11-21 14:24:43 main:574] : INFO : Epoch 1824 | loss: 0.031245 | val_loss: 0.0312452 | Time: 2282.29 ms [2021-11-21 14:24:46 main:574] : INFO : Epoch 1825 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 2299.33 ms [2021-11-21 14:24:48 main:574] : INFO : Epoch 1826 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 2443.24 ms [2021-11-21 14:24:50 main:574] : INFO : Epoch 1827 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 2238.21 ms [2021-11-21 14:24:53 main:574] : INFO : Epoch 1828 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2259.86 ms [2021-11-21 14:24:55 main:574] : INFO : Epoch 1829 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 2263.54 ms [2021-11-21 14:24:57 main:574] : INFO : Epoch 1830 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 2239.73 ms [2021-11-21 14:25:00 main:574] : INFO : Epoch 1831 | loss: 0.0312428 | val_loss: 0.0312466 | Time: 2595.59 ms [2021-11-21 14:25:02 main:574] : INFO : Epoch 1832 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2457.04 ms [2021-11-21 14:25:05 main:574] : INFO : Epoch 1833 | loss: 0.0312423 | val_loss: 0.031242 | Time: 2369.17 ms [2021-11-21 14:25:07 main:574] : INFO : Epoch 1834 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 2399.08 ms [2021-11-21 14:25:09 main:574] : INFO : Epoch 1835 | loss: 0.0312411 | val_loss: 0.0312442 | Time: 2243.74 ms [2021-11-21 14:25:12 main:574] : INFO : Epoch 1836 | loss: 0.0312442 | val_loss: 0.0312537 | Time: 2404.36 ms [2021-11-21 14:25:14 main:574] : INFO : Epoch 1837 | loss: 0.0312425 | val_loss: 0.0312404 | Time: 2321.1 ms [2021-11-21 14:25:16 main:574] : INFO : Epoch 1838 | loss: 0.0312414 | val_loss: 0.0312462 | Time: 2448.24 ms [2021-11-21 14:25:19 main:574] : INFO : Epoch 1839 | loss: 0.0312422 | val_loss: 0.0312396 | Time: 2269.94 ms [2021-11-21 14:25:21 main:574] : INFO : Epoch 1840 | loss: 0.0312408 | val_loss: 0.0312444 | Time: 2312.27 ms [2021-11-21 14:25:23 main:574] : INFO : Epoch 1841 | loss: 0.0312395 | val_loss: 0.0312397 | Time: 2391.11 ms [2021-11-21 14:25:26 main:574] : INFO : Epoch 1842 | loss: 0.0312379 | val_loss: 0.0312399 | Time: 2300.2 ms [2021-11-21 14:25:28 main:574] : INFO : Epoch 1843 | loss: 0.0312385 | val_loss: 0.0312393 | Time: 2272.38 ms [2021-11-21 14:25:30 main:574] : INFO : Epoch 1844 | loss: 0.0312405 | val_loss: 0.0312438 | Time: 2278.67 ms [2021-11-21 14:25:33 main:574] : INFO : Epoch 1845 | loss: 0.0312409 | val_loss: 0.0312387 | Time: 2271.46 ms [2021-11-21 14:25:35 main:574] : INFO : Epoch 1846 | loss: 0.0312367 | val_loss: 0.0312367 | Time: 2327.95 ms [2021-11-21 14:25:37 main:574] : INFO : Epoch 1847 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 2237.08 ms [2021-11-21 14:25:39 main:574] : INFO : Epoch 1848 | loss: 0.0312387 | val_loss: 0.0312416 | Time: 2324.78 ms [2021-11-21 14:25:42 main:574] : INFO : Epoch 1849 | loss: 0.0312362 | val_loss: 0.0312351 | Time: 2235.21 ms [2021-11-21 14:25:44 main:574] : INFO : Epoch 1850 | loss: 0.031234 | val_loss: 0.0312346 | Time: 2256.47 ms [2021-11-21 14:25:46 main:574] : INFO : Epoch 1851 | loss: 0.0312388 | val_loss: 0.0312344 | Time: 2364.52 ms [2021-11-21 14:25:49 main:574] : INFO : Epoch 1852 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 2437.52 ms [2021-11-21 14:25:51 main:574] : INFO : Epoch 1853 | loss: 0.0312348 | val_loss: 0.0312325 | Time: 2347.62 ms [2021-11-21 14:25:53 main:574] : INFO : Epoch 1854 | loss: 0.0312371 | val_loss: 0.0312315 | Time: 2238.7 ms [2021-11-21 14:25:56 main:574] : INFO : Epoch 1855 | loss: 0.0312324 | val_loss: 0.0312394 | Time: 2257.19 ms [2021-11-21 14:25:58 main:574] : INFO : Epoch 1856 | loss: 0.0312352 | val_loss: 0.0312304 | Time: 2420.4 ms [2021-11-21 14:26:00 main:574] : INFO : Epoch 1857 | loss: 0.0312294 | val_loss: 0.03123 | Time: 2273.53 ms [2021-11-21 14:26:03 main:574] : INFO : Epoch 1858 | loss: 0.0312308 | val_loss: 0.0312288 | Time: 2375.55 ms [2021-11-21 14:26:05 main:574] : INFO : Epoch 1859 | loss: 0.0312316 | val_loss: 0.0312414 | Time: 2355.96 ms [2021-11-21 14:26:08 main:574] : INFO : Epoch 1860 | loss: 0.0312304 | val_loss: 0.03124 | Time: 2325.77 ms [2021-11-21 14:26:10 main:574] : INFO : Epoch 1861 | loss: 0.0312307 | val_loss: 0.031251 | Time: 2279.15 ms [2021-11-21 14:26:12 main:574] : INFO : Epoch 1862 | loss: 0.0312317 | val_loss: 0.0312317 | Time: 2414.4 ms [2021-11-21 14:26:15 main:574] : INFO : Epoch 1863 | loss: 0.0312305 | val_loss: 0.0312406 | Time: 2385.17 ms [2021-11-21 14:26:17 main:574] : INFO : Epoch 1864 | loss: 0.0312265 | val_loss: 0.0312252 | Time: 2448.39 ms [2021-11-21 14:26:19 main:574] : INFO : Epoch 1865 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 2420.88 ms [2021-11-21 14:26:22 main:574] : INFO : Epoch 1866 | loss: 0.0312296 | val_loss: 0.0312326 | Time: 2259.33 ms [2021-11-21 14:26:24 main:574] : INFO : Epoch 1867 | loss: 0.0312261 | val_loss: 0.0312227 | Time: 2231.97 ms [2021-11-21 14:26:26 main:574] : INFO : Epoch 1868 | loss: 0.0312202 | val_loss: 0.031223 | Time: 2273.08 ms [2021-11-21 14:26:29 main:574] : INFO : Epoch 1869 | loss: 0.0312252 | val_loss: 0.0312199 | Time: 2276.82 ms [2021-11-21 14:26:31 main:574] : INFO : Epoch 1870 | loss: 0.0312195 | val_loss: 0.0312361 | Time: 2267.82 ms [2021-11-21 14:26:33 main:574] : INFO : Epoch 1871 | loss: 0.0312199 | val_loss: 0.0312347 | Time: 2278.67 ms [2021-11-21 14:26:35 main:574] : INFO : Epoch 1872 | loss: 0.0312276 | val_loss: 0.0312302 | Time: 2363.8 ms [2021-11-21 14:26:38 main:574] : INFO : Epoch 1873 | loss: 0.0312173 | val_loss: 0.0312164 | Time: 2348.59 ms [2021-11-21 14:26:40 main:574] : INFO : Epoch 1874 | loss: 0.031217 | val_loss: 0.0312181 | Time: 2294.24 ms [2021-11-21 14:26:43 main:574] : INFO : Epoch 1875 | loss: 0.0312325 | val_loss: 0.0312288 | Time: 2452.34 ms [2021-11-21 14:26:45 main:574] : INFO : Epoch 1876 | loss: 0.0312205 | val_loss: 0.0312179 | Time: 2275.93 ms [2021-11-21 14:26:47 main:574] : INFO : Epoch 1877 | loss: 0.0312165 | val_loss: 0.0312258 | Time: 2400.68 ms [2021-11-21 14:26:49 main:574] : INFO : Epoch 1878 | loss: 0.0312136 | val_loss: 0.0312163 | Time: 2206.25 ms [2021-11-21 14:26:52 main:574] : INFO : Epoch 1879 | loss: 0.0312117 | val_loss: 0.0312284 | Time: 2567.42 ms [2021-11-21 14:26:54 main:574] : INFO : Epoch 1880 | loss: 0.0312389 | val_loss: 0.0312775 | Time: 2446.04 ms [2021-11-21 14:26:57 main:574] : INFO : Epoch 1881 | loss: 0.0312383 | val_loss: 0.0312264 | Time: 2366.21 ms [2021-11-21 14:26:59 main:574] : INFO : Epoch 1882 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 2620 ms [2021-11-21 14:27:02 main:574] : INFO : Epoch 1883 | loss: 0.031218 | val_loss: 0.03123 | Time: 2406.37 ms [2021-11-21 14:27:04 main:574] : INFO : Epoch 1884 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 2406.84 ms [2021-11-21 14:27:07 main:574] : INFO : Epoch 1885 | loss: 0.0312118 | val_loss: 0.0312167 | Time: 2323.9 ms [2021-11-21 14:27:09 main:574] : INFO : Epoch 1886 | loss: 0.0312173 | val_loss: 0.0312254 | Time: 2627.86 ms [2021-11-21 14:27:12 main:574] : INFO : Epoch 1887 | loss: 0.0312186 | val_loss: 0.0312172 | Time: 2853.58 ms [2021-11-21 14:27:15 main:574] : INFO : Epoch 1888 | loss: 0.0312086 | val_loss: 0.0312119 | Time: 2378.53 ms [2021-11-21 14:27:17 main:574] : INFO : Epoch 1889 | loss: 0.0312074 | val_loss: 0.0312125 | Time: 2413.37 ms [2021-11-21 14:27:19 main:574] : INFO : Epoch 1890 | loss: 0.0312099 | val_loss: 0.0312099 | Time: 2367.98 ms [2021-11-21 14:27:22 main:574] : INFO : Epoch 1891 | loss: 0.0312374 | val_loss: 0.0312229 | Time: 2578.58 ms [2021-11-21 14:27:24 main:574] : INFO : Epoch 1892 | loss: 0.031211 | val_loss: 0.031211 | Time: 2378.77 ms [2021-11-21 14:27:27 main:574] : INFO : Epoch 1893 | loss: 0.0312085 | val_loss: 0.0312181 | Time: 2289.82 ms [2021-11-21 14:27:29 main:574] : INFO : Epoch 1894 | loss: 0.0312066 | val_loss: 0.0312081 | Time: 2346.59 ms [2021-11-21 14:27:31 main:574] : INFO : Epoch 1895 | loss: 0.0312082 | val_loss: 0.0312168 | Time: 2305.14 ms [2021-11-21 14:27:34 main:574] : INFO : Epoch 1896 | loss: 0.0312179 | val_loss: 0.0312079 | Time: 2417.94 ms [2021-11-21 14:27:36 main:574] : INFO : Epoch 1897 | loss: 0.0312109 | val_loss: 0.0312173 | Time: 2328.82 ms [2021-11-21 14:27:38 main:574] : INFO : Epoch 1898 | loss: 0.0312076 | val_loss: 0.0312115 | Time: 2297.69 ms [2021-11-21 14:27:41 main:574] : INFO : Epoch 1899 | loss: 0.0312052 | val_loss: 0.0312141 | Time: 2361.47 ms [2021-11-21 14:27:43 main:574] : INFO : Epoch 1900 | loss: 0.0312049 | val_loss: 0.0312083 | Time: 2421.66 ms [2021-11-21 14:27:46 main:574] : INFO : Epoch 1901 | loss: 0.0312055 | val_loss: 0.0312165 | Time: 2687.27 ms [2021-11-21 14:27:48 main:574] : INFO : Epoch 1902 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 2433.95 ms [2021-11-21 14:27:51 main:574] : INFO : Epoch 1903 | loss: 0.0312081 | val_loss: 0.0312187 | Time: 2332.15 ms [2021-11-21 14:27:53 main:574] : INFO : Epoch 1904 | loss: 0.0312239 | val_loss: 0.0312162 | Time: 2425.06 ms [2021-11-21 14:27:55 main:574] : INFO : Epoch 1905 | loss: 0.0312178 | val_loss: 0.0312151 | Time: 2342.47 ms [2021-11-21 14:27:58 main:574] : INFO : Epoch 1906 | loss: 0.031209 | val_loss: 0.0312173 | Time: 2443.39 ms [2021-11-21 14:28:00 main:574] : INFO : Epoch 1907 | loss: 0.0312035 | val_loss: 0.0312073 | Time: 2363.01 ms [2021-11-21 14:28:03 main:574] : INFO : Epoch 1908 | loss: 0.0312046 | val_loss: 0.0312052 | Time: 2419.31 ms [2021-11-21 14:28:05 main:574] : INFO : Epoch 1909 | loss: 0.0312013 | val_loss: 0.0312055 | Time: 2521.9 ms [2021-11-21 14:28:07 main:574] : INFO : Epoch 1910 | loss: 0.0312072 | val_loss: 0.0312176 | Time: 2345.06 ms [2021-11-21 14:28:10 main:574] : INFO : Epoch 1911 | loss: 0.0312084 | val_loss: 0.0312063 | Time: 2386.12 ms [2021-11-21 14:28:12 main:574] : INFO : Epoch 1912 | loss: 0.0312017 | val_loss: 0.0312041 | Time: 2362.63 ms [2021-11-21 14:28:15 main:574] : INFO : Epoch 1913 | loss: 0.0312017 | val_loss: 0.0312109 | Time: 2275.97 ms [2021-11-21 14:28:17 main:574] : INFO : Epoch 1914 | loss: 0.0312013 | val_loss: 0.0312031 | Time: 2398.63 ms [2021-11-21 14:28:19 main:574] : INFO : Epoch 1915 | loss: 0.0312005 | val_loss: 0.0312046 | Time: 2378.51 ms [2021-11-21 14:28:22 main:574] : INFO : Epoch 1916 | loss: 0.0311994 | val_loss: 0.031209 | Time: 2247.71 ms [2021-11-21 14:28:24 main:574] : INFO : Epoch 1917 | loss: 0.0312005 | val_loss: 0.031204 | Time: 2291.93 ms [2021-11-21 14:28:26 main:574] : INFO : Epoch 1918 | loss: 0.0312036 | val_loss: 0.0312288 | Time: 2220.3 ms [2021-11-21 14:28:28 main:574] : INFO : Epoch 1919 | loss: 0.0312122 | val_loss: 0.0312074 | Time: 2220.95 ms [2021-11-21 14:28:31 main:574] : INFO : Epoch 1920 | loss: 0.0312097 | val_loss: 0.0312038 | Time: 2332.47 ms [2021-11-21 14:28:33 main:574] : INFO : Epoch 1921 | loss: 0.0312109 | val_loss: 0.0312156 | Time: 2225.19 ms [2021-11-21 14:28:35 main:574] : INFO : Epoch 1922 | loss: 0.0312042 | val_loss: 0.0312028 | Time: 2277.39 ms [2021-11-21 14:28:37 main:574] : INFO : Epoch 1923 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 2251.1 ms [2021-11-21 14:28:40 main:574] : INFO : Epoch 1924 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 2308.17 ms [2021-11-21 14:28:42 main:574] : INFO : Epoch 1925 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 2248.88 ms [2021-11-21 14:28:44 main:574] : INFO : Epoch 1926 | loss: 0.0312002 | val_loss: 0.0312131 | Time: 2316.12 ms [2021-11-21 14:28:47 main:574] : INFO : Epoch 1927 | loss: 0.0312041 | val_loss: 0.0312164 | Time: 2455.47 ms [2021-11-21 14:28:49 main:574] : INFO : Epoch 1928 | loss: 0.0312068 | val_loss: 0.0312079 | Time: 2377.96 ms [2021-11-21 14:28:51 main:574] : INFO : Epoch 1929 | loss: 0.0312007 | val_loss: 0.0312022 | Time: 2339.56 ms [2021-11-21 14:28:54 main:574] : INFO : Epoch 1930 | loss: 0.0311972 | val_loss: 0.031201 | Time: 2253.32 ms [2021-11-21 14:28:56 main:574] : INFO : Epoch 1931 | loss: 0.0311969 | val_loss: 0.0312044 | Time: 2228.72 ms [2021-11-21 14:28:58 main:574] : INFO : Epoch 1932 | loss: 0.0311988 | val_loss: 0.0312082 | Time: 2324.47 ms [2021-11-21 14:29:01 main:574] : INFO : Epoch 1933 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 2365.29 ms [2021-11-21 14:29:03 main:574] : INFO : Epoch 1934 | loss: 0.0312023 | val_loss: 0.0312014 | Time: 2265.12 ms [2021-11-21 14:29:05 main:574] : INFO : Epoch 1935 | loss: 0.0311987 | val_loss: 0.0312035 | Time: 2362.32 ms [2021-11-21 14:29:08 main:574] : INFO : Epoch 1936 | loss: 0.0312017 | val_loss: 0.031206 | Time: 2362.6 ms [2021-11-21 14:29:10 main:574] : INFO : Epoch 1937 | loss: 0.0311969 | val_loss: 0.0311999 | Time: 2406.32 ms [2021-11-21 14:29:13 main:574] : INFO : Epoch 1938 | loss: 0.0311993 | val_loss: 0.0312015 | Time: 2542.66 ms [2021-11-21 14:29:15 main:574] : INFO : Epoch 1939 | loss: 0.0311982 | val_loss: 0.0312073 | Time: 2263.17 ms [2021-11-21 14:29:17 main:574] : INFO : Epoch 1940 | loss: 0.0311989 | val_loss: 0.0311999 | Time: 2314.65 ms [2021-11-21 14:29:20 main:574] : INFO : Epoch 1941 | loss: 0.0311956 | val_loss: 0.0312057 | Time: 2268.81 ms [2021-11-21 14:29:22 main:574] : INFO : Epoch 1942 | loss: 0.0312017 | val_loss: 0.0311997 | Time: 2304.67 ms [2021-11-21 14:29:24 main:574] : INFO : Epoch 1943 | loss: 0.031195 | val_loss: 0.0312005 | Time: 2313.92 ms [2021-11-21 14:29:27 main:574] : INFO : Epoch 1944 | loss: 0.0311972 | val_loss: 0.0312033 | Time: 2367.94 ms [2021-11-21 14:29:29 main:574] : INFO : Epoch 1945 | loss: 0.0311951 | val_loss: 0.0312031 | Time: 2255.27 ms [2021-11-21 14:29:31 main:574] : INFO : Epoch 1946 | loss: 0.0311973 | val_loss: 0.0312019 | Time: 2246.56 ms [2021-11-21 14:29:33 main:574] : INFO : Epoch 1947 | loss: 0.0311952 | val_loss: 0.0312047 | Time: 2271.4 ms [2021-11-21 14:29:36 main:574] : INFO : Epoch 1948 | loss: 0.0311991 | val_loss: 0.0312283 | Time: 2372.08 ms [2021-11-21 14:29:38 main:574] : INFO : Epoch 1949 | loss: 0.0312015 | val_loss: 0.0312006 | Time: 2294.91 ms [2021-11-21 14:29:40 main:574] : INFO : Epoch 1950 | loss: 0.0311949 | val_loss: 0.0312011 | Time: 2216.18 ms [2021-11-21 14:29:42 main:574] : INFO : Epoch 1951 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 2219.42 ms [2021-11-21 14:29:45 main:574] : INFO : Epoch 1952 | loss: 0.0311932 | val_loss: 0.0311989 | Time: 2141.24 ms [2021-11-21 14:29:47 main:574] : INFO : Epoch 1953 | loss: 0.0311931 | val_loss: 0.0312028 | Time: 2228.96 ms [2021-11-21 14:29:49 main:574] : INFO : Epoch 1954 | loss: 0.0311957 | val_loss: 0.0311964 | Time: 2239.95 ms [2021-11-21 14:29:51 main:574] : INFO : Epoch 1955 | loss: 0.0312013 | val_loss: 0.0312086 | Time: 2255.79 ms [2021-11-21 14:29:54 main:574] : INFO : Epoch 1956 | loss: 0.0312051 | val_loss: 0.0311962 | Time: 2209.05 ms [2021-11-21 14:29:56 main:574] : INFO : Epoch 1957 | loss: 0.0312046 | val_loss: 0.0312084 | Time: 2267.82 ms [2021-11-21 14:29:58 main:574] : INFO : Epoch 1958 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 2222.02 ms [2021-11-21 14:30:00 main:574] : INFO : Epoch 1959 | loss: 0.0311938 | val_loss: 0.0311954 | Time: 2269.79 ms [2021-11-21 14:30:03 main:574] : INFO : Epoch 1960 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 2330.94 ms [2021-11-21 14:30:05 main:574] : INFO : Epoch 1961 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 2382.78 ms [2021-11-21 14:30:07 main:574] : INFO : Epoch 1962 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 2258.33 ms [2021-11-21 14:30:10 main:574] : INFO : Epoch 1963 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 2277.3 ms [2021-11-21 14:30:12 main:574] : INFO : Epoch 1964 | loss: 0.0311921 | val_loss: 0.0311936 | Time: 2367.99 ms [2021-11-21 14:30:14 main:574] : INFO : Epoch 1965 | loss: 0.0311914 | val_loss: 0.0312004 | Time: 2252.09 ms [2021-11-21 14:30:16 main:574] : INFO : Epoch 1966 | loss: 0.0311967 | val_loss: 0.0312001 | Time: 2212.75 ms [2021-11-21 14:30:19 main:574] : INFO : Epoch 1967 | loss: 0.0312067 | val_loss: 0.031208 | Time: 2256.08 ms [2021-11-21 14:30:21 main:574] : INFO : Epoch 1968 | loss: 0.0312013 | val_loss: 0.0311966 | Time: 2306.33 ms [2021-11-21 14:30:23 main:574] : INFO : Epoch 1969 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 2349.88 ms [2021-11-21 14:30:26 main:574] : INFO : Epoch 1970 | loss: 0.0311896 | val_loss: 0.031193 | Time: 2240.61 ms [2021-11-21 14:30:28 main:574] : INFO : Epoch 1971 | loss: 0.0311936 | val_loss: 0.0311945 | Time: 2214.73 ms [2021-11-21 14:30:30 main:574] : INFO : Epoch 1972 | loss: 0.0311911 | val_loss: 0.031197 | Time: 2235.69 ms [2021-11-21 14:30:32 main:574] : INFO : Epoch 1973 | loss: 0.0311902 | val_loss: 0.0311962 | Time: 2307.21 ms [2021-11-21 14:30:35 main:574] : INFO : Epoch 1974 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 2341.3 ms [2021-11-21 14:30:37 main:574] : INFO : Epoch 1975 | loss: 0.0311947 | val_loss: 0.0312187 | Time: 2250.35 ms [2021-11-21 14:30:39 main:574] : INFO : Epoch 1976 | loss: 0.0312143 | val_loss: 0.0312054 | Time: 2286.27 ms [2021-11-21 14:30:42 main:574] : INFO : Epoch 1977 | loss: 0.0312035 | val_loss: 0.0311948 | Time: 2300.58 ms [2021-11-21 14:30:44 main:574] : INFO : Epoch 1978 | loss: 0.0311944 | val_loss: 0.031192 | Time: 2204.99 ms [2021-11-21 14:30:46 main:574] : INFO : Epoch 1979 | loss: 0.0311882 | val_loss: 0.0311939 | Time: 2339.61 ms [2021-11-21 14:30:48 main:574] : INFO : Epoch 1980 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 2263.94 ms [2021-11-21 14:30:51 main:574] : INFO : Epoch 1981 | loss: 0.031191 | val_loss: 0.0311914 | Time: 2335.96 ms [2021-11-21 14:30:53 main:574] : INFO : Epoch 1982 | loss: 0.031187 | val_loss: 0.0311917 | Time: 2298.24 ms [2021-11-21 14:30:55 main:574] : INFO : Epoch 1983 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 2385.19 ms [2021-11-21 14:30:58 main:574] : INFO : Epoch 1984 | loss: 0.0311898 | val_loss: 0.031191 | Time: 2319.03 ms [2021-11-21 14:31:00 main:574] : INFO : Epoch 1985 | loss: 0.0311865 | val_loss: 0.0311997 | Time: 2221.2 ms [2021-11-21 14:31:02 main:574] : INFO : Epoch 1986 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 2219.21 ms [2021-11-21 14:31:05 main:574] : INFO : Epoch 1987 | loss: 0.0311848 | val_loss: 0.0311905 | Time: 2453.88 ms [2021-11-21 14:31:07 main:574] : INFO : Epoch 1988 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 2222.68 ms [2021-11-21 14:31:09 main:574] : INFO : Epoch 1989 | loss: 0.0311903 | val_loss: 0.0311983 | Time: 2211.68 ms [2021-11-21 14:31:11 main:574] : INFO : Epoch 1990 | loss: 0.0311917 | val_loss: 0.0311966 | Time: 2205.09 ms [2021-11-21 14:31:14 main:574] : INFO : Epoch 1991 | loss: 0.0311901 | val_loss: 0.0311946 | Time: 2216.36 ms [2021-11-21 14:31:16 main:574] : INFO : Epoch 1992 | loss: 0.0311904 | val_loss: 0.0312006 | Time: 2221.47 ms [2021-11-21 14:31:18 main:574] : INFO : Epoch 1993 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 2337.42 ms [2021-11-21 14:31:20 main:574] : INFO : Epoch 1994 | loss: 0.0311927 | val_loss: 0.0311977 | Time: 2281.33 ms [2021-11-21 14:31:23 main:574] : INFO : Epoch 1995 | loss: 0.0311856 | val_loss: 0.031192 | Time: 2248.06 ms [2021-11-21 14:31:25 main:574] : INFO : Epoch 1996 | loss: 0.0311846 | val_loss: 0.0311935 | Time: 2253.12 ms [2021-11-21 14:31:27 main:574] : INFO : Epoch 1997 | loss: 0.0311864 | val_loss: 0.0311944 | Time: 2232.17 ms [2021-11-21 14:31:30 main:574] : INFO : Epoch 1998 | loss: 0.0311888 | val_loss: 0.0311878 | Time: 2357.49 ms [2021-11-21 14:31:32 main:574] : INFO : Epoch 1999 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 2271.79 ms [2021-11-21 14:31:34 main:574] : INFO : Epoch 2000 | loss: 0.0311855 | val_loss: 0.0311928 | Time: 2351.25 ms [2021-11-21 14:31:36 main:574] : INFO : Epoch 2001 | loss: 0.031189 | val_loss: 0.0311868 | Time: 2256.05 ms [2021-11-21 14:31:39 main:574] : INFO : Epoch 2002 | loss: 0.0311864 | val_loss: 0.031189 | Time: 2274.03 ms [2021-11-21 14:31:41 main:574] : INFO : Epoch 2003 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 2265.03 ms [2021-11-21 14:31:43 main:574] : INFO : Epoch 2004 | loss: 0.0311846 | val_loss: 0.0311976 | Time: 2493.49 ms [2021-11-21 14:31:46 main:574] : INFO : Epoch 2005 | loss: 0.0311843 | val_loss: 0.0311871 | Time: 2668.45 ms [2021-11-21 14:31:48 main:574] : INFO : Epoch 2006 | loss: 0.0311827 | val_loss: 0.0311871 | Time: 2207.71 ms [2021-11-21 14:31:51 main:574] : INFO : Epoch 2007 | loss: 0.0311815 | val_loss: 0.031187 | Time: 2241.04 ms [2021-11-21 14:31:53 main:574] : INFO : Epoch 2008 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 2252.86 ms [2021-11-21 14:31:55 main:574] : INFO : Epoch 2009 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 2233.28 ms [2021-11-21 14:31:57 main:574] : INFO : Epoch 2010 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 2259.9 ms [2021-11-21 14:32:00 main:574] : INFO : Epoch 2011 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 2269.3 ms [2021-11-21 14:32:02 main:574] : INFO : Epoch 2012 | loss: 0.0311916 | val_loss: 0.0312036 | Time: 2294.98 ms [2021-11-21 14:32:04 main:574] : INFO : Epoch 2013 | loss: 0.0311906 | val_loss: 0.031191 | Time: 2321.48 ms [2021-11-21 14:32:06 main:574] : INFO : Epoch 2014 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 2219.2 ms [2021-11-21 14:32:09 main:574] : INFO : Epoch 2015 | loss: 0.0311842 | val_loss: 0.0311919 | Time: 2189.88 ms [2021-11-21 14:32:11 main:574] : INFO : Epoch 2016 | loss: 0.0311824 | val_loss: 0.0311862 | Time: 2245.25 ms [2021-11-21 14:32:13 main:574] : INFO : Epoch 2017 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 2243.47 ms [2021-11-21 14:32:15 main:574] : INFO : Epoch 2018 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 2223.36 ms [2021-11-21 14:32:18 main:574] : INFO : Epoch 2019 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 2253.15 ms [2021-11-21 14:32:20 main:574] : INFO : Epoch 2020 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 2236 ms [2021-11-21 14:32:22 main:574] : INFO : Epoch 2021 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 2257.18 ms [2021-11-21 14:32:24 main:574] : INFO : Epoch 2022 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 2214.96 ms [2021-11-21 14:32:27 main:574] : INFO : Epoch 2023 | loss: 0.0311778 | val_loss: 0.0311909 | Time: 2223.97 ms [2021-11-21 14:32:29 main:574] : INFO : Epoch 2024 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 2224.77 ms [2021-11-21 14:32:31 main:574] : INFO : Epoch 2025 | loss: 0.0311808 | val_loss: 0.0311868 | Time: 2254.85 ms [2021-11-21 14:32:33 main:574] : INFO : Epoch 2026 | loss: 0.0311781 | val_loss: 0.0311904 | Time: 2239.96 ms [2021-11-21 14:32:36 main:574] : INFO : Epoch 2027 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 2294.02 ms [2021-11-21 14:32:38 main:574] : INFO : Epoch 2028 | loss: 0.0311857 | val_loss: 0.0311937 | Time: 2232.17 ms [2021-11-21 14:32:40 main:574] : INFO : Epoch 2029 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 2276.85 ms [2021-11-21 14:32:42 main:574] : INFO : Epoch 2030 | loss: 0.0311805 | val_loss: 0.0311863 | Time: 2288.75 ms [2021-11-21 14:32:45 main:574] : INFO : Epoch 2031 | loss: 0.0311784 | val_loss: 0.0311854 | Time: 2318.55 ms [2021-11-21 14:32:47 main:574] : INFO : Epoch 2032 | loss: 0.0311775 | val_loss: 0.0311878 | Time: 2238.98 ms [2021-11-21 14:32:49 main:574] : INFO : Epoch 2033 | loss: 0.0311769 | val_loss: 0.0311845 | Time: 2225.56 ms [2021-11-21 14:32:52 main:574] : INFO : Epoch 2034 | loss: 0.0311767 | val_loss: 0.0311899 | Time: 2290.84 ms [2021-11-21 14:32:54 main:574] : INFO : Epoch 2035 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 2260.24 ms [2021-11-21 14:32:57 main:574] : INFO : Epoch 2036 | loss: 0.0311753 | val_loss: 0.0311846 | Time: 2728.42 ms [2021-11-21 14:32:59 main:574] : INFO : Epoch 2037 | loss: 0.0311787 | val_loss: 0.0311878 | Time: 2339.48 ms [2021-11-21 14:33:01 main:574] : INFO : Epoch 2038 | loss: 0.0311785 | val_loss: 0.0311946 | Time: 2255.61 ms [2021-11-21 14:33:03 main:574] : INFO : Epoch 2039 | loss: 0.0311782 | val_loss: 0.0311896 | Time: 2246.54 ms [2021-11-21 14:33:06 main:574] : INFO : Epoch 2040 | loss: 0.0311785 | val_loss: 0.031183 | Time: 2308.99 ms [2021-11-21 14:33:08 main:574] : INFO : Epoch 2041 | loss: 0.0311753 | val_loss: 0.031184 | Time: 2212.21 ms [2021-11-21 14:33:10 main:574] : INFO : Epoch 2042 | loss: 0.0311756 | val_loss: 0.0311914 | Time: 2210.24 ms [2021-11-21 14:33:12 main:574] : INFO : Epoch 2043 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 2231.17 ms [2021-11-21 14:33:15 main:574] : INFO : Epoch 2044 | loss: 0.031178 | val_loss: 0.0311887 | Time: 2280.29 ms [2021-11-21 14:33:17 main:574] : INFO : Epoch 2045 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 2255.87 ms [2021-11-21 14:33:19 main:574] : INFO : Epoch 2046 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 2251.31 ms [2021-11-21 14:33:21 main:574] : INFO : Epoch 2047 | loss: 0.0311784 | val_loss: 0.0311871 | Time: 2242.84 ms [2021-11-21 14:33:24 main:574] : INFO : Epoch 2048 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 2276.26 ms [2021-11-21 14:33:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2021-11-21 14:33:24 main:603] : INFO : Saving end state to config to file [2021-11-21 14:33:24 main:608] : INFO : Success, exiting.. 14:33:24 (44544): 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)