Task 3324104
| Name | ParityModified-1608176617-24447-0_2 |
| Workunit | 1584977 |
| Created | 18 Dec 2020, 6:17:19 UTC |
| Sent | 18 Dec 2020, 6:59:39 UTC |
| Report deadline | 26 Dec 2020, 6:59:39 UTC |
| Received | 19 Dec 2020, 19:16:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1355 |
| Run time | 1 hours 24 min 24 sec |
| CPU time | 1 hours 23 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,221.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 3 ms [2020-12-19 18:55:14 main:581] : INFO : Epoch 1538 | loss: 0.0311369 | val_loss: 0.0311712 | Time: 2471.51 ms [2020-12-19 18:55:16 main:581] : INFO : Epoch 1539 | loss: 0.0311371 | val_loss: 0.0311694 | Time: 2466.42 ms [2020-12-19 18:55:19 main:581] : INFO : Epoch 1540 | loss: 0.0311356 | val_loss: 0.0311737 | Time: 2490.65 ms [2020-12-19 18:55:21 main:581] : INFO : Epoch 1541 | loss: 0.0311353 | val_loss: 0.0311701 | Time: 2514.76 ms [2020-12-19 18:55:24 main:581] : INFO : Epoch 1542 | loss: 0.0311362 | val_loss: 0.0311683 | Time: 2446.24 ms [2020-12-19 18:55:26 main:581] : INFO : Epoch 1543 | loss: 0.0311383 | val_loss: 0.0311731 | Time: 2432.3 ms [2020-12-19 18:55:28 main:581] : INFO : Epoch 1544 | loss: 0.0311406 | val_loss: 0.0311716 | Time: 2399.23 ms [2020-12-19 18:55:31 main:581] : INFO : Epoch 1545 | loss: 0.0311403 | val_loss: 0.0311694 | Time: 2386.53 ms [2020-12-19 18:55:33 main:581] : INFO : Epoch 1546 | loss: 0.0311379 | val_loss: 0.0311705 | Time: 2433.51 ms [2020-12-19 18:55:36 main:581] : INFO : Epoch 1547 | loss: 0.0311368 | val_loss: 0.03117 | Time: 2449.18 ms [2020-12-19 18:55:38 main:581] : INFO : Epoch 1548 | loss: 0.0311351 | val_loss: 0.0311662 | Time: 2512.68 ms [2020-12-19 18:55:41 main:581] : INFO : Epoch 1549 | loss: 0.0311338 | val_loss: 0.0311725 | Time: 2506.96 ms [2020-12-19 18:55:43 main:581] : INFO : Epoch 1550 | loss: 0.0311375 | val_loss: 0.0311687 | Time: 2432.7 ms [2020-12-19 18:55:46 main:581] : INFO : Epoch 1551 | loss: 0.0311365 | val_loss: 0.0311745 | Time: 2396 ms [2020-12-19 18:55:48 main:581] : INFO : Epoch 1552 | loss: 0.0311364 | val_loss: 0.0311739 | Time: 2467.95 ms [2020-12-19 18:55:50 main:581] : INFO : Epoch 1553 | loss: 0.0311417 | val_loss: 0.0311889 | Time: 2459.63 ms [2020-12-19 18:55:53 main:581] : INFO : Epoch 1554 | loss: 0.031221 | val_loss: 0.0312406 | Time: 2435 ms [2020-12-19 18:55:55 main:581] : INFO : Epoch 1555 | loss: 0.0325035 | val_loss: 0.0352542 | Time: 2446.18 ms [2020-12-19 18:55:58 main:581] : INFO : Epoch 1556 | loss: 0.0340346 | val_loss: 0.0319287 | Time: 2459.86 ms [2020-12-19 18:56:00 main:581] : INFO : Epoch 1557 | loss: 0.0315015 | val_loss: 0.0313368 | Time: 2473.45 ms [2020-12-19 18:56:03 main:581] : INFO : Epoch 1558 | loss: 0.0312913 | val_loss: 0.0312647 | Time: 2435.44 ms [2020-12-19 18:56:05 main:581] : INFO : Epoch 1559 | loss: 0.0312573 | val_loss: 0.0312508 | Time: 2372.97 ms [2020-12-19 18:56:08 main:581] : INFO : Epoch 1560 | loss: 0.0312499 | val_loss: 0.031249 | Time: 2447.46 ms [2020-12-19 18:56:10 main:581] : INFO : Epoch 1561 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 2519.43 ms [2020-12-19 18:56:12 main:581] : INFO : Epoch 1562 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 2439.62 ms [2020-12-19 18:56:15 main:581] : INFO : Epoch 1563 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 2457.82 ms [2020-12-19 18:56:17 main:581] : INFO : Epoch 1564 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 2439.48 ms [2020-12-19 18:56:20 main:581] : INFO : Epoch 1565 | loss: 0.031239 | val_loss: 0.0312386 | Time: 2441.88 ms [2020-12-19 18:56:22 main:581] : INFO : Epoch 1566 | loss: 0.0312382 | val_loss: 0.031238 | Time: 2445.55 ms [2020-12-19 18:56:25 main:581] : INFO : Epoch 1567 | loss: 0.0312371 | val_loss: 0.0312382 | Time: 2407.87 ms [2020-12-19 18:56:27 main:581] : INFO : Epoch 1568 | loss: 0.0312365 | val_loss: 0.0312446 | Time: 2436.89 ms [2020-12-19 18:56:30 main:581] : INFO : Epoch 1569 | loss: 0.0312398 | val_loss: 0.0312367 | Time: 2459.24 ms [2020-12-19 18:56:32 main:581] : INFO : Epoch 1570 | loss: 0.0312359 | val_loss: 0.0312381 | Time: 2530.16 ms [2020-12-19 18:56:35 main:581] : INFO : Epoch 1571 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 2534.46 ms [2020-12-19 18:56:37 main:581] : INFO : Epoch 1572 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 2405.96 ms [2020-12-19 18:56:40 main:581] : INFO : Epoch 1573 | loss: 0.0312302 | val_loss: 0.0312305 | Time: 2480.89 ms [2020-12-19 18:56:42 main:581] : INFO : Epoch 1574 | loss: 0.0312287 | val_loss: 0.0312327 | Time: 2472.39 ms [2020-12-19 18:56:44 main:581] : INFO : Epoch 1575 | loss: 0.0312293 | val_loss: 0.031229 | Time: 2436.94 ms [2020-12-19 18:56:47 main:581] : INFO : Epoch 1576 | loss: 0.031229 | val_loss: 0.0312404 | Time: 2438.16 ms [2020-12-19 18:56:49 main:581] : INFO : Epoch 1577 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 2398.79 ms [2020-12-19 18:56:52 main:581] : INFO : Epoch 1578 | loss: 0.031229 | val_loss: 0.0312333 | Time: 2460.98 ms [2020-12-19 18:56:54 main:581] : INFO : Epoch 1579 | loss: 0.031226 | val_loss: 0.0312259 | Time: 2459.44 ms [2020-12-19 18:56:57 main:581] : INFO : Epoch 1580 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 2470.5 ms [2020-12-19 18:56:59 main:581] : INFO : Epoch 1581 | loss: 0.0312225 | val_loss: 0.0312237 | Time: 2555.74 ms [2020-12-19 18:57:02 main:581] : INFO : Epoch 1582 | loss: 0.031221 | val_loss: 0.0312305 | Time: 2562.98 ms [2020-12-19 18:57:04 main:581] : INFO : Epoch 1583 | loss: 0.0312207 | val_loss: 0.031224 | Time: 2478.12 ms [2020-12-19 18:57:07 main:581] : INFO : Epoch 1584 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 2475.42 ms [2020-12-19 18:57:09 main:581] : INFO : Epoch 1585 | loss: 0.031217 | val_loss: 0.0312177 | Time: 2523.37 ms [2020-12-19 18:57:12 main:581] : INFO : Epoch 1586 | loss: 0.0312179 | val_loss: 0.0312175 | Time: 2512.08 ms [2020-12-19 18:57:14 main:581] : INFO : Epoch 1587 | loss: 0.0312158 | val_loss: 0.0312171 | Time: 2480.81 ms [2020-12-19 18:57:17 main:581] : INFO : Epoch 1588 | loss: 0.0312141 | val_loss: 0.031221 | Time: 2422.71 ms [2020-12-19 18:57:19 main:581] : INFO : Epoch 1589 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 2404.1 ms [2020-12-19 18:57:22 main:581] : INFO : Epoch 1590 | loss: 0.0312142 | val_loss: 0.031218 | Time: 2407.38 ms [2020-12-19 18:57:24 main:581] : INFO : Epoch 1591 | loss: 0.0312097 | val_loss: 0.0312105 | Time: 2510.51 ms [2020-12-19 18:57:26 main:581] : INFO : Epoch 1592 | loss: 0.0312082 | val_loss: 0.0312078 | Time: 2452.61 ms [2020-12-19 18:57:29 main:581] : INFO : Epoch 1593 | loss: 0.0312082 | val_loss: 0.0312134 | Time: 2501.09 ms [2020-12-19 18:57:31 main:581] : INFO : Epoch 1594 | loss: 0.0312084 | val_loss: 0.031206 | Time: 2499.81 ms [2020-12-19 18:57:34 main:581] : INFO : Epoch 1595 | loss: 0.031207 | val_loss: 0.0312056 | Time: 2452.34 ms [2020-12-19 18:57:36 main:581] : INFO : Epoch 1596 | loss: 0.031207 | val_loss: 0.0312037 | Time: 2457.28 ms [2020-12-19 18:57:39 main:581] : INFO : Epoch 1597 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 2514.6 ms [2020-12-19 18:57:41 main:581] : INFO : Epoch 1598 | loss: 0.0312014 | val_loss: 0.0311994 | Time: 2476.08 ms [2020-12-19 18:57:44 main:581] : INFO : Epoch 1599 | loss: 0.0312031 | val_loss: 0.0311986 | Time: 2422.57 ms [2020-12-19 18:57:46 main:581] : INFO : Epoch 1600 | loss: 0.0312016 | val_loss: 0.0312058 | Time: 2504.54 ms [2020-12-19 18:57:49 main:581] : INFO : Epoch 1601 | loss: 0.0312018 | val_loss: 0.0311947 | Time: 2472.39 ms [2020-12-19 18:57:51 main:581] : INFO : Epoch 1602 | loss: 0.0312133 | val_loss: 0.0312084 | Time: 2439.79 ms [2020-12-19 18:57:54 main:581] : INFO : Epoch 1603 | loss: 0.0312062 | val_loss: 0.0311979 | Time: 2516.02 ms [2020-12-19 18:57:56 main:581] : INFO : Epoch 1604 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 2421.63 ms [2020-12-19 18:57:59 main:581] : INFO : Epoch 1605 | loss: 0.0311969 | val_loss: 0.0311942 | Time: 2487.2 ms [2020-12-19 18:58:01 main:581] : INFO : Epoch 1606 | loss: 0.0311959 | val_loss: 0.0311928 | Time: 2434.97 ms [2020-12-19 18:58:04 main:581] : INFO : Epoch 1607 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 2510.66 ms [2020-12-19 18:58:06 main:581] : INFO : Epoch 1608 | loss: 0.0311916 | val_loss: 0.0311896 | Time: 2601.57 ms [2020-12-19 18:58:09 main:581] : INFO : Epoch 1609 | loss: 0.0311882 | val_loss: 0.0311888 | Time: 2460.77 ms [2020-12-19 18:58:11 main:581] : INFO : Epoch 1610 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 2476.64 ms [2020-12-19 18:58:14 main:581] : INFO : Epoch 1611 | loss: 0.0311899 | val_loss: 0.0311884 | Time: 2459.25 ms [2020-12-19 18:58:16 main:581] : INFO : Epoch 1612 | loss: 0.0311855 | val_loss: 0.031187 | Time: 2514.5 ms [2020-12-19 18:58:19 main:581] : INFO : Epoch 1613 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 2518.97 ms [2020-12-19 18:58:21 main:581] : INFO : Epoch 1614 | loss: 0.0311837 | val_loss: 0.031186 | Time: 2564.75 ms [2020-12-19 18:58:24 main:581] : INFO : Epoch 1615 | loss: 0.0311831 | val_loss: 0.0311853 | Time: 2525.93 ms [2020-12-19 18:58:26 main:581] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 2441.91 ms [2020-12-19 18:58:29 main:581] : INFO : Epoch 1617 | loss: 0.0311819 | val_loss: 0.031185 | Time: 2503.9 ms [2020-12-19 18:58:31 main:581] : INFO : Epoch 1618 | loss: 0.0311855 | val_loss: 0.0311876 | Time: 2478.78 ms [2020-12-19 18:58:34 main:581] : INFO : Epoch 1619 | loss: 0.0311826 | val_loss: 0.0311865 | Time: 2498.1 ms [2020-12-19 18:58:36 main:581] : INFO : Epoch 1620 | loss: 0.0311817 | val_loss: 0.0311862 | Time: 2442.09 ms [2020-12-19 18:58:39 main:581] : INFO : Epoch 1621 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 2479.37 ms [2020-12-19 18:58:41 main:581] : INFO : Epoch 1622 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 2559.73 ms [2020-12-19 18:58:44 main:581] : INFO : Epoch 1623 | loss: 0.0311794 | val_loss: 0.0311834 | Time: 2480.96 ms [2020-12-19 18:58:46 main:581] : INFO : Epoch 1624 | loss: 0.0311808 | val_loss: 0.0312003 | Time: 2493.03 ms [2020-12-19 18:58:49 main:581] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 2504.3 ms [2020-12-19 18:58:51 main:581] : INFO : Epoch 1626 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 2476.32 ms [2020-12-19 18:58:54 main:581] : INFO : Epoch 1627 | loss: 0.0311767 | val_loss: 0.0311866 | Time: 2442.18 ms [2020-12-19 18:58:56 main:581] : INFO : Epoch 1628 | loss: 0.0311808 | val_loss: 0.031191 | Time: 2608.99 ms [2020-12-19 18:58:59 main:581] : INFO : Epoch 1629 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 2495.8 ms [2020-12-19 18:59:01 main:581] : INFO : Epoch 1630 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 2516.27 ms [2020-12-19 18:59:04 main:581] : INFO : Epoch 1631 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 2489.68 ms [2020-12-19 18:59:06 main:581] : INFO : Epoch 1632 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 2561.48 ms [2020-12-19 18:59:09 main:581] : INFO : Epoch 1633 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 2405.81 ms [2020-12-19 18:59:11 main:581] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 2604.57 ms [2020-12-19 18:59:14 main:581] : INFO : Epoch 1635 | loss: 0.0311735 | val_loss: 0.031178 | Time: 2603.9 ms [2020-12-19 18:59:16 main:581] : INFO : Epoch 1636 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 2524.98 ms [2020-12-19 18:59:19 main:581] : INFO : Epoch 1637 | loss: 0.031173 | val_loss: 0.0311815 | Time: 2481.32 ms [2020-12-19 18:59:21 main:581] : INFO : Epoch 1638 | loss: 0.0311765 | val_loss: 0.0311883 | Time: 2394.69 ms [2020-12-19 18:59:24 main:581] : INFO : Epoch 1639 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 2402.31 ms [2020-12-19 18:59:26 main:581] : INFO : Epoch 1640 | loss: 0.0311716 | val_loss: 0.031189 | Time: 2427.61 ms [2020-12-19 18:59:29 main:581] : INFO : Epoch 1641 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 2484.8 ms [2020-12-19 18:59:31 main:581] : INFO : Epoch 1642 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2441.32 ms [2020-12-19 18:59:33 main:581] : INFO : Epoch 1643 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 2457.6 ms [2020-12-19 18:59:36 main:581] : INFO : Epoch 1644 | loss: 0.0311726 | val_loss: 0.0311788 | Time: 2445.26 ms [2020-12-19 18:59:38 main:581] : INFO : Epoch 1645 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 2484.73 ms [2020-12-19 18:59:41 main:581] : INFO : Epoch 1646 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 2549.49 ms [2020-12-19 18:59:43 main:581] : INFO : Epoch 1647 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 2592.17 ms [2020-12-19 18:59:46 main:581] : INFO : Epoch 1648 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 2552.27 ms [2020-12-19 18:59:49 main:581] : INFO : Epoch 1649 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 2515.01 ms [2020-12-19 18:59:51 main:581] : INFO : Epoch 1650 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 2458.32 ms [2020-12-19 18:59:54 main:581] : INFO : Epoch 1651 | loss: 0.0311709 | val_loss: 0.0311801 | Time: 2621.92 ms [2020-12-19 18:59:56 main:581] : INFO : Epoch 1652 | loss: 0.0311693 | val_loss: 0.031173 | Time: 2584.17 ms [2020-12-19 18:59:59 main:581] : INFO : Epoch 1653 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 2591.7 ms [2020-12-19 19:00:01 main:581] : INFO : Epoch 1654 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 2542.68 ms [2020-12-19 19:00:04 main:581] : INFO : Epoch 1655 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 2512.04 ms [2020-12-19 19:00:06 main:581] : INFO : Epoch 1656 | loss: 0.031163 | val_loss: 0.0311767 | Time: 2452.26 ms [2020-12-19 19:00:09 main:581] : INFO : Epoch 1657 | loss: 0.0311655 | val_loss: 0.031181 | Time: 2426.92 ms [2020-12-19 19:00:11 main:581] : INFO : Epoch 1658 | loss: 0.0311638 | val_loss: 0.0311798 | Time: 2658.24 ms [2020-12-19 19:00:14 main:581] : INFO : Epoch 1659 | loss: 0.0311641 | val_loss: 0.0311715 | Time: 2562.81 ms [2020-12-19 19:00:16 main:581] : INFO : Epoch 1660 | loss: 0.0311615 | val_loss: 0.031171 | Time: 2473.6 ms [2020-12-19 19:00:19 main:581] : INFO : Epoch 1661 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 2476.35 ms [2020-12-19 19:00:21 main:581] : INFO : Epoch 1662 | loss: 0.0311638 | val_loss: 0.031173 | Time: 2443.59 ms [2020-12-19 19:00:24 main:581] : INFO : Epoch 1663 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 2445.23 ms [2020-12-19 19:00:26 main:581] : INFO : Epoch 1664 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 2419.23 ms [2020-12-19 19:00:29 main:581] : INFO : Epoch 1665 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 2437.63 ms [2020-12-19 19:00:31 main:581] : INFO : Epoch 1666 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 2479.1 ms [2020-12-19 19:00:34 main:581] : INFO : Epoch 1667 | loss: 0.0311609 | val_loss: 0.0311724 | Time: 2423.18 ms [2020-12-19 19:00:36 main:581] : INFO : Epoch 1668 | loss: 0.0311601 | val_loss: 0.0311719 | Time: 2486.59 ms [2020-12-19 19:00:39 main:581] : INFO : Epoch 1669 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 2467.03 ms [2020-12-19 19:00:41 main:581] : INFO : Epoch 1670 | loss: 0.0311633 | val_loss: 0.0311788 | Time: 2433.36 ms [2020-12-19 19:00:43 main:581] : INFO : Epoch 1671 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 2475.56 ms [2020-12-19 19:00:46 main:581] : INFO : Epoch 1672 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 2472.69 ms [2020-12-19 19:00:48 main:581] : INFO : Epoch 1673 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 2422.27 ms [2020-12-19 19:00:51 main:581] : INFO : Epoch 1674 | loss: 0.031159 | val_loss: 0.0311717 | Time: 2493.09 ms [2020-12-19 19:00:53 main:581] : INFO : Epoch 1675 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 2457.05 ms [2020-12-19 19:00:56 main:581] : INFO : Epoch 1676 | loss: 0.0311606 | val_loss: 0.031175 | Time: 2527 ms [2020-12-19 19:00:58 main:581] : INFO : Epoch 1677 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2516.59 ms [2020-12-19 19:01:01 main:581] : INFO : Epoch 1678 | loss: 0.0311592 | val_loss: 0.0311719 | Time: 2392.16 ms [2020-12-19 19:01:03 main:581] : INFO : Epoch 1679 | loss: 0.031155 | val_loss: 0.031171 | Time: 2429.36 ms [2020-12-19 19:01:05 main:581] : INFO : Epoch 1680 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 2250.79 ms [2020-12-19 19:01:08 main:581] : INFO : Epoch 1681 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 2418.98 ms [2020-12-19 19:01:10 main:581] : INFO : Epoch 1682 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 2367.62 ms [2020-12-19 19:01:13 main:581] : INFO : Epoch 1683 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 2424.09 ms [2020-12-19 19:01:15 main:581] : INFO : Epoch 1684 | loss: 0.0311579 | val_loss: 0.031175 | Time: 2467.11 ms [2020-12-19 19:01:18 main:581] : INFO : Epoch 1685 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 2453.06 ms [2020-12-19 19:01:20 main:581] : INFO : Epoch 1686 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 2430.03 ms [2020-12-19 19:01:22 main:581] : INFO : Epoch 1687 | loss: 0.0311536 | val_loss: 0.031172 | Time: 2387.32 ms [2020-12-19 19:01:25 main:581] : INFO : Epoch 1688 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 2521.04 ms [2020-12-19 19:01:27 main:581] : INFO : Epoch 1689 | loss: 0.0311552 | val_loss: 0.0311729 | Time: 2408.28 ms [2020-12-19 19:01:30 main:581] : INFO : Epoch 1690 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 2417.69 ms [2020-12-19 19:01:32 main:581] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 2431.84 ms [2020-12-19 19:01:35 main:581] : INFO : Epoch 1692 | loss: 0.031153 | val_loss: 0.03117 | Time: 2448.12 ms [2020-12-19 19:01:37 main:581] : INFO : Epoch 1693 | loss: 0.0311545 | val_loss: 0.0311722 | Time: 2446.78 ms [2020-12-19 19:01:40 main:581] : INFO : Epoch 1694 | loss: 0.0311576 | val_loss: 0.0311795 | Time: 2518 ms [2020-12-19 19:01:42 main:581] : INFO : Epoch 1695 | loss: 0.0311545 | val_loss: 0.03117 | Time: 2513.09 ms [2020-12-19 19:01:44 main:581] : INFO : Epoch 1696 | loss: 0.0311556 | val_loss: 0.0311724 | Time: 2408.05 ms [2020-12-19 19:01:47 main:581] : INFO : Epoch 1697 | loss: 0.0311539 | val_loss: 0.0311721 | Time: 2454.45 ms [2020-12-19 19:01:49 main:581] : INFO : Epoch 1698 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 2459.82 ms [2020-12-19 19:01:52 main:581] : INFO : Epoch 1699 | loss: 0.0311523 | val_loss: 0.03117 | Time: 2424.55 ms [2020-12-19 19:01:54 main:581] : INFO : Epoch 1700 | loss: 0.0311503 | val_loss: 0.0311712 | Time: 2420.7 ms [2020-12-19 19:01:57 main:581] : INFO : Epoch 1701 | loss: 0.0311516 | val_loss: 0.031172 | Time: 2440.1 ms [2020-12-19 19:01:59 main:581] : INFO : Epoch 1702 | loss: 0.031152 | val_loss: 0.0311788 | Time: 2429.84 ms [2020-12-19 19:02:02 main:581] : INFO : Epoch 1703 | loss: 0.0311534 | val_loss: 0.0311703 | Time: 2483.16 ms [2020-12-19 19:02:04 main:581] : INFO : Epoch 1704 | loss: 0.03115 | val_loss: 0.0311701 | Time: 2593.36 ms [2020-12-19 19:02:07 main:581] : INFO : Epoch 1705 | loss: 0.031154 | val_loss: 0.031169 | Time: 2351.26 ms [2020-12-19 19:02:09 main:581] : INFO : Epoch 1706 | loss: 0.0311524 | val_loss: 0.0311688 | Time: 2335.12 ms [2020-12-19 19:02:11 main:581] : INFO : Epoch 1707 | loss: 0.0311522 | val_loss: 0.0311766 | Time: 2571.46 ms [2020-12-19 19:02:14 main:581] : INFO : Epoch 1708 | loss: 0.031151 | val_loss: 0.0311712 | Time: 2444.52 ms [2020-12-19 19:02:16 main:581] : INFO : Epoch 1709 | loss: 0.0311543 | val_loss: 0.0311702 | Time: 2422.47 ms [2020-12-19 19:02:19 main:581] : INFO : Epoch 1710 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 2439.82 ms [2020-12-19 19:02:21 main:581] : INFO : Epoch 1711 | loss: 0.0311491 | val_loss: 0.0311803 | Time: 2429.96 ms [2020-12-19 19:02:24 main:581] : INFO : Epoch 1712 | loss: 0.031155 | val_loss: 0.0311731 | Time: 2469.03 ms [2020-12-19 19:02:26 main:581] : INFO : Epoch 1713 | loss: 0.0311493 | val_loss: 0.0311688 | Time: 2469.15 ms [2020-12-19 19:02:29 main:581] : INFO : Epoch 1714 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 2487.26 ms [2020-12-19 19:02:31 main:581] : INFO : Epoch 1715 | loss: 0.0311508 | val_loss: 0.0311731 | Time: 2455.26 ms [2020-12-19 19:02:34 main:581] : INFO : Epoch 1716 | loss: 0.0311527 | val_loss: 0.0311697 | Time: 2454.38 ms [2020-12-19 19:02:36 main:581] : INFO : Epoch 1717 | loss: 0.0311512 | val_loss: 0.0311731 | Time: 2439.81 ms [2020-12-19 19:02:39 main:581] : INFO : Epoch 1718 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 2562.72 ms [2020-12-19 19:02:41 main:581] : INFO : Epoch 1719 | loss: 0.0311499 | val_loss: 0.031169 | Time: 2458.62 ms [2020-12-19 19:02:43 main:581] : INFO : Epoch 1720 | loss: 0.031148 | val_loss: 0.0311693 | Time: 2448.74 ms [2020-12-19 19:02:46 main:581] : INFO : Epoch 1721 | loss: 0.0311471 | val_loss: 0.0311687 | Time: 2427.71 ms [2020-12-19 19:02:48 main:581] : INFO : Epoch 1722 | loss: 0.0311462 | val_loss: 0.0311694 | Time: 2375.15 ms [2020-12-19 19:02:51 main:581] : INFO : Epoch 1723 | loss: 0.0311465 | val_loss: 0.0311685 | Time: 2476.24 ms [2020-12-19 19:02:53 main:581] : INFO : Epoch 1724 | loss: 0.0311483 | val_loss: 0.0311729 | Time: 2477.78 ms [2020-12-19 19:02:56 main:581] : INFO : Epoch 1725 | loss: 0.0311476 | val_loss: 0.0311678 | Time: 2451.93 ms [2020-12-19 19:02:58 main:581] : INFO : Epoch 1726 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 2449.24 ms [2020-12-19 19:03:01 main:581] : INFO : Epoch 1727 | loss: 0.0311451 | val_loss: 0.0311675 | Time: 2438.94 ms [2020-12-19 19:03:03 main:581] : INFO : Epoch 1728 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 2645.96 ms [2020-12-19 19:03:06 main:581] : INFO : Epoch 1729 | loss: 0.0311447 | val_loss: 0.0311716 | Time: 2432.64 ms [2020-12-19 19:03:08 main:581] : INFO : Epoch 1730 | loss: 0.0311457 | val_loss: 0.0311709 | Time: 2526.95 ms [2020-12-19 19:03:11 main:581] : INFO : Epoch 1731 | loss: 0.0311467 | val_loss: 0.0311702 | Time: 2489.62 ms [2020-12-19 19:03:13 main:581] : INFO : Epoch 1732 | loss: 0.0311442 | val_loss: 0.0311723 | Time: 2536.66 ms [2020-12-19 19:03:16 main:581] : INFO : Epoch 1733 | loss: 0.0311474 | val_loss: 0.0311744 | Time: 2443.18 ms [2020-12-19 19:03:18 main:581] : INFO : Epoch 1734 | loss: 0.0311469 | val_loss: 0.0311686 | Time: 2458.84 ms [2020-12-19 19:03:21 main:581] : INFO : Epoch 1735 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 2465.92 ms [2020-12-19 19:03:23 main:581] : INFO : Epoch 1736 | loss: 0.0311445 | val_loss: 0.0311696 | Time: 2453.94 ms [2020-12-19 19:03:25 main:581] : INFO : Epoch 1737 | loss: 0.0311457 | val_loss: 0.0311694 | Time: 2338.19 ms [2020-12-19 19:03:28 main:581] : INFO : Epoch 1738 | loss: 0.0311443 | val_loss: 0.0311687 | Time: 2434.45 ms [2020-12-19 19:03:30 main:581] : INFO : Epoch 1739 | loss: 0.0311465 | val_loss: 0.0311767 | Time: 2433.03 ms [2020-12-19 19:03:33 main:581] : INFO : Epoch 1740 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 2475.88 ms [2020-12-19 19:03:35 main:581] : INFO : Epoch 1741 | loss: 0.031143 | val_loss: 0.0311693 | Time: 2576.52 ms [2020-12-19 19:03:38 main:581] : INFO : Epoch 1742 | loss: 0.0311429 | val_loss: 0.0311732 | Time: 2512.29 ms [2020-12-19 19:03:40 main:581] : INFO : Epoch 1743 | loss: 0.031144 | val_loss: 0.0311697 | Time: 2430.92 ms [2020-12-19 19:03:43 main:581] : INFO : Epoch 1744 | loss: 0.0311433 | val_loss: 0.031167 | Time: 2476.68 ms [2020-12-19 19:03:45 main:581] : INFO : Epoch 1745 | loss: 0.031143 | val_loss: 0.0311683 | Time: 2510.5 ms [2020-12-19 19:03:48 main:581] : INFO : Epoch 1746 | loss: 0.0311443 | val_loss: 0.0311723 | Time: 2432 ms [2020-12-19 19:03:50 main:581] : INFO : Epoch 1747 | loss: 0.0311425 | val_loss: 0.0311705 | Time: 2594.42 ms [2020-12-19 19:03:53 main:581] : INFO : Epoch 1748 | loss: 0.0311418 | val_loss: 0.0311702 | Time: 2426.33 ms [2020-12-19 19:03:55 main:581] : INFO : Epoch 1749 | loss: 0.0311415 | val_loss: 0.0311701 | Time: 2442.52 ms [2020-12-19 19:03:58 main:581] : INFO : Epoch 1750 | loss: 0.0311418 | val_loss: 0.031173 | Time: 2477.94 ms [2020-12-19 19:04:00 main:581] : INFO : Epoch 1751 | loss: 0.0311432 | val_loss: 0.0311709 | Time: 2425.32 ms [2020-12-19 19:04:02 main:581] : INFO : Epoch 1752 | loss: 0.0311446 | val_loss: 0.031171 | Time: 2427.99 ms [2020-12-19 19:04:05 main:581] : INFO : Epoch 1753 | loss: 0.0311418 | val_loss: 0.0311682 | Time: 2409.02 ms [2020-12-19 19:04:07 main:581] : INFO : Epoch 1754 | loss: 0.0311419 | val_loss: 0.03117 | Time: 2467.88 ms [2020-12-19 19:04:10 main:581] : INFO : Epoch 1755 | loss: 0.0311427 | val_loss: 0.0311726 | Time: 2569.04 ms [2020-12-19 19:04:12 main:581] : INFO : Epoch 1756 | loss: 0.0311412 | val_loss: 0.0311719 | Time: 2464.59 ms [2020-12-19 19:04:15 main:581] : INFO : Epoch 1757 | loss: 0.0311453 | val_loss: 0.0311738 | Time: 2476.7 ms [2020-12-19 19:04:17 main:581] : INFO : Epoch 1758 | loss: 0.0311426 | val_loss: 0.0311734 | Time: 2454.75 ms [2020-12-19 19:04:20 main:581] : INFO : Epoch 1759 | loss: 0.0311422 | val_loss: 0.0311708 | Time: 2358.68 ms [2020-12-19 19:04:22 main:581] : INFO : Epoch 1760 | loss: 0.0311431 | val_loss: 0.031171 | Time: 2461.64 ms [2020-12-19 19:04:24 main:581] : INFO : Epoch 1761 | loss: 0.031141 | val_loss: 0.0311692 | Time: 2199.01 ms [2020-12-19 19:04:27 main:581] : INFO : Epoch 1762 | loss: 0.0311426 | val_loss: 0.0311696 | Time: 2522.86 ms [2020-12-19 19:04:29 main:581] : INFO : Epoch 1763 | loss: 0.0311438 | val_loss: 0.0311713 | Time: 2528.89 ms [2020-12-19 19:04:32 main:581] : INFO : Epoch 1764 | loss: 0.0311476 | val_loss: 0.0311686 | Time: 2475.06 ms [2020-12-19 19:04:34 main:581] : INFO : Epoch 1765 | loss: 0.031146 | val_loss: 0.031167 | Time: 2522.52 ms [2020-12-19 19:04:37 main:581] : INFO : Epoch 1766 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 2433.56 ms [2020-12-19 19:04:39 main:581] : INFO : Epoch 1767 | loss: 0.0311483 | val_loss: 0.0311696 | Time: 2437.44 ms [2020-12-19 19:04:42 main:581] : INFO : Epoch 1768 | loss: 0.0311451 | val_loss: 0.031166 | Time: 2489.73 ms [2020-12-19 19:04:44 main:581] : INFO : Epoch 1769 | loss: 0.0311431 | val_loss: 0.0311673 | Time: 2518.23 ms [2020-12-19 19:04:47 main:581] : INFO : Epoch 1770 | loss: 0.0311418 | val_loss: 0.0311686 | Time: 2369.61 ms [2020-12-19 19:04:49 main:581] : INFO : Epoch 1771 | loss: 0.0311446 | val_loss: 0.0311704 | Time: 2577.55 ms [2020-12-19 19:04:52 main:581] : INFO : Epoch 1772 | loss: 0.0311435 | val_loss: 0.0311702 | Time: 2493.83 ms [2020-12-19 19:04:54 main:581] : INFO : Epoch 1773 | loss: 0.0311439 | val_loss: 0.0311744 | Time: 2425.9 ms [2020-12-19 19:04:56 main:581] : INFO : Epoch 1774 | loss: 0.0311433 | val_loss: 0.0311718 | Time: 2416.98 ms [2020-12-19 19:04:59 main:581] : INFO : Epoch 1775 | loss: 0.0311445 | val_loss: 0.0311731 | Time: 2411.98 ms [2020-12-19 19:05:02 main:581] : INFO : Epoch 1776 | loss: 0.0311439 | val_loss: 0.0311717 | Time: 2617.91 ms [2020-12-19 19:05:04 main:581] : INFO : Epoch 1777 | loss: 0.0311402 | val_loss: 0.0311679 | Time: 2522.78 ms [2020-12-19 19:05:07 main:581] : INFO : Epoch 1778 | loss: 0.031143 | val_loss: 0.0311756 | Time: 2496.63 ms [2020-12-19 19:05:09 main:581] : INFO : Epoch 1779 | loss: 0.0311483 | val_loss: 0.031167 | Time: 2472.65 ms [2020-12-19 19:05:12 main:581] : INFO : Epoch 1780 | loss: 0.0311425 | val_loss: 0.0311671 | Time: 2515.29 ms [2020-12-19 19:05:14 main:581] : INFO : Epoch 1781 | loss: 0.0311399 | val_loss: 0.0311703 | Time: 2443.64 ms [2020-12-19 19:05:16 main:581] : INFO : Epoch 1782 | loss: 0.0311423 | val_loss: 0.0311716 | Time: 2527.77 ms [2020-12-19 19:05:19 main:581] : INFO : Epoch 1783 | loss: 0.0311435 | val_loss: 0.0311755 | Time: 2424.25 ms [2020-12-19 19:05:21 main:581] : INFO : Epoch 1784 | loss: 0.0311416 | val_loss: 0.0311698 | Time: 2510.81 ms [2020-12-19 19:05:24 main:581] : INFO : Epoch 1785 | loss: 0.0311415 | val_loss: 0.0311699 | Time: 2474.37 ms [2020-12-19 19:05:26 main:581] : INFO : Epoch 1786 | loss: 0.0311402 | val_loss: 0.0311672 | Time: 2480.06 ms [2020-12-19 19:05:29 main:581] : INFO : Epoch 1787 | loss: 0.0311431 | val_loss: 0.0311737 | Time: 2407.09 ms [2020-12-19 19:05:31 main:581] : INFO : Epoch 1788 | loss: 0.0311401 | val_loss: 0.0311705 | Time: 2375.01 ms [2020-12-19 19:05:34 main:581] : INFO : Epoch 1789 | loss: 0.0311374 | val_loss: 0.0311688 | Time: 2465.82 ms [2020-12-19 19:05:36 main:581] : INFO : Epoch 1790 | loss: 0.0311382 | val_loss: 0.0311688 | Time: 2423.74 ms [2020-12-19 19:05:39 main:581] : INFO : Epoch 1791 | loss: 0.0311426 | val_loss: 0.0311662 | Time: 2514.11 ms [2020-12-19 19:05:41 main:581] : INFO : Epoch 1792 | loss: 0.0311419 | val_loss: 0.0311682 | Time: 2534.33 ms [2020-12-19 19:05:44 main:581] : INFO : Epoch 1793 | loss: 0.0311397 | val_loss: 0.0311679 | Time: 2498.49 ms [2020-12-19 19:05:46 main:581] : INFO : Epoch 1794 | loss: 0.0311411 | val_loss: 0.031167 | Time: 2439.2 ms [2020-12-19 19:05:48 main:581] : INFO : Epoch 1795 | loss: 0.0311425 | val_loss: 0.0311669 | Time: 2418.98 ms [2020-12-19 19:05:51 main:581] : INFO : Epoch 1796 | loss: 0.0311405 | val_loss: 0.0311745 | Time: 2469.43 ms [2020-12-19 19:05:53 main:581] : INFO : Epoch 1797 | loss: 0.0311403 | val_loss: 0.0311671 | Time: 2513.59 ms [2020-12-19 19:05:56 main:581] : INFO : Epoch 1798 | loss: 0.0311382 | val_loss: 0.0311661 | Time: 2451.83 ms [2020-12-19 19:05:58 main:581] : INFO : Epoch 1799 | loss: 0.0311406 | val_loss: 0.0311707 | Time: 2499.66 ms [2020-12-19 19:06:01 main:581] : INFO : Epoch 1800 | loss: 0.0311413 | val_loss: 0.0311692 | Time: 2552.43 ms [2020-12-19 19:06:03 main:581] : INFO : Epoch 1801 | loss: 0.0311367 | val_loss: 0.0311684 | Time: 2317.42 ms [2020-12-19 19:06:06 main:581] : INFO : Epoch 1802 | loss: 0.0311361 | val_loss: 0.0311708 | Time: 2511.45 ms [2020-12-19 19:06:08 main:581] : INFO : Epoch 1803 | loss: 0.0311368 | val_loss: 0.0311684 | Time: 2554.92 ms [2020-12-19 19:06:11 main:581] : INFO : Epoch 1804 | loss: 0.0311351 | val_loss: 0.0311653 | Time: 2426.96 ms [2020-12-19 19:06:13 main:581] : INFO : Epoch 1805 | loss: 0.0311368 | val_loss: 0.0311696 | Time: 2529.18 ms [2020-12-19 19:06:16 main:581] : INFO : Epoch 1806 | loss: 0.0311365 | val_loss: 0.0311668 | Time: 2501.97 ms [2020-12-19 19:06:18 main:581] : INFO : Epoch 1807 | loss: 0.0311353 | val_loss: 0.0311693 | Time: 2450.63 ms [2020-12-19 19:06:21 main:581] : INFO : Epoch 1808 | loss: 0.0311373 | val_loss: 0.0311731 | Time: 2505.68 ms [2020-12-19 19:06:23 main:581] : INFO : Epoch 1809 | loss: 0.0311354 | val_loss: 0.0311655 | Time: 2263.97 ms [2020-12-19 19:06:25 main:581] : INFO : Epoch 1810 | loss: 0.0311371 | val_loss: 0.0311683 | Time: 2401.96 ms [2020-12-19 19:06:28 main:581] : INFO : Epoch 1811 | loss: 0.0311345 | val_loss: 0.0311649 | Time: 2431.61 ms [2020-12-19 19:06:30 main:581] : INFO : Epoch 1812 | loss: 0.0311342 | val_loss: 0.0311663 | Time: 2517.11 ms [2020-12-19 19:06:33 main:581] : INFO : Epoch 1813 | loss: 0.0311322 | val_loss: 0.0311748 | Time: 2412.94 ms [2020-12-19 19:06:35 main:581] : INFO : Epoch 1814 | loss: 0.0311383 | val_loss: 0.031174 | Time: 2388.23 ms [2020-12-19 19:06:38 main:581] : INFO : Epoch 1815 | loss: 0.0311344 | val_loss: 0.0311697 | Time: 2470.29 ms [2020-12-19 19:06:40 main:581] : INFO : Epoch 1816 | loss: 0.0311354 | val_loss: 0.0311766 | Time: 2410.89 ms [2020-12-19 19:06:43 main:581] : INFO : Epoch 1817 | loss: 0.031137 | val_loss: 0.0311683 | Time: 2463.85 ms [2020-12-19 19:06:45 main:581] : INFO : Epoch 1818 | loss: 0.0311342 | val_loss: 0.0311686 | Time: 2510.69 ms [2020-12-19 19:06:48 main:581] : INFO : Epoch 1819 | loss: 0.0311332 | val_loss: 0.0311671 | Time: 2529.89 ms [2020-12-19 19:06:50 main:581] : INFO : Epoch 1820 | loss: 0.0311347 | val_loss: 0.031167 | Time: 2332.66 ms [2020-12-19 19:06:52 main:581] : INFO : Epoch 1821 | loss: 0.0311313 | val_loss: 0.0311681 | Time: 2366.67 ms [2020-12-19 19:06:55 main:581] : INFO : Epoch 1822 | loss: 0.0311313 | val_loss: 0.0311726 | Time: 2443.6 ms [2020-12-19 19:06:57 main:581] : INFO : Epoch 1823 | loss: 0.0311384 | val_loss: 0.0311709 | Time: 2433.12 ms [2020-12-19 19:07:00 main:581] : INFO : Epoch 1824 | loss: 0.0311379 | val_loss: 0.0311658 | Time: 2474.42 ms [2020-12-19 19:07:02 main:581] : INFO : Epoch 1825 | loss: 0.0311329 | val_loss: 0.0311725 | Time: 2442.94 ms [2020-12-19 19:07:05 main:581] : INFO : Epoch 1826 | loss: 0.0311334 | val_loss: 0.0311689 | Time: 2466.8 ms [2020-12-19 19:07:07 main:581] : INFO : Epoch 1827 | loss: 0.0311343 | val_loss: 0.0311771 | Time: 2430.99 ms [2020-12-19 19:07:09 main:581] : INFO : Epoch 1828 | loss: 0.0311352 | val_loss: 0.0311702 | Time: 2461.38 ms [2020-12-19 19:07:12 main:581] : INFO : Epoch 1829 | loss: 0.0311336 | val_loss: 0.0311675 | Time: 2539.87 ms [2020-12-19 19:07:14 main:581] : INFO : Epoch 1830 | loss: 0.0311322 | val_loss: 0.0311676 | Time: 2411.65 ms [2020-12-19 19:07:17 main:581] : INFO : Epoch 1831 | loss: 0.031136 | val_loss: 0.0311711 | Time: 2449.83 ms [2020-12-19 19:07:19 main:581] : INFO : Epoch 1832 | loss: 0.0311324 | val_loss: 0.0311638 | Time: 2509.95 ms [2020-12-19 19:07:22 main:581] : INFO : Epoch 1833 | loss: 0.0311317 | val_loss: 0.0311676 | Time: 2223 ms [2020-12-19 19:07:24 main:581] : INFO : Epoch 1834 | loss: 0.0311303 | val_loss: 0.0311656 | Time: 2341.31 ms [2020-12-19 19:07:26 main:581] : INFO : Epoch 1835 | loss: 0.0311292 | val_loss: 0.0311669 | Time: 2531.03 ms [2020-12-19 19:07:29 main:581] : INFO : Epoch 1836 | loss: 0.03113 | val_loss: 0.0311673 | Time: 2259.01 ms [2020-12-19 19:07:31 main:581] : INFO : Epoch 1837 | loss: 0.0311313 | val_loss: 0.0311718 | Time: 2332.77 ms [2020-12-19 19:07:33 main:581] : INFO : Epoch 1838 | loss: 0.031132 | val_loss: 0.0311678 | Time: 2426.4 ms [2020-12-19 19:07:36 main:581] : INFO : Epoch 1839 | loss: 0.0311322 | val_loss: 0.0311676 | Time: 2484.1 ms [2020-12-19 19:07:38 main:581] : INFO : Epoch 1840 | loss: 0.0311301 | val_loss: 0.0311685 | Time: 2377.51 ms [2020-12-19 19:07:41 main:581] : INFO : Epoch 1841 | loss: 0.0311303 | val_loss: 0.0311703 | Time: 2531.52 ms [2020-12-19 19:07:43 main:581] : INFO : Epoch 1842 | loss: 0.0311351 | val_loss: 0.0311725 | Time: 2426.17 ms [2020-12-19 19:07:46 main:581] : INFO : Epoch 1843 | loss: 0.0311354 | val_loss: 0.0311665 | Time: 2434.17 ms [2020-12-19 19:07:48 main:581] : INFO : Epoch 1844 | loss: 0.0311305 | val_loss: 0.0311701 | Time: 2421.63 ms [2020-12-19 19:07:51 main:581] : INFO : Epoch 1845 | loss: 0.0311304 | val_loss: 0.0311693 | Time: 2468.27 ms [2020-12-19 19:07:53 main:581] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.0311698 | Time: 2417.02 ms [2020-12-19 19:07:55 main:581] : INFO : Epoch 1847 | loss: 0.0311294 | val_loss: 0.0311693 | Time: 2429.62 ms [2020-12-19 19:07:58 main:581] : INFO : Epoch 1848 | loss: 0.031129 | val_loss: 0.0311686 | Time: 2493.42 ms [2020-12-19 19:08:01 main:581] : INFO : Epoch 1849 | loss: 0.031129 | val_loss: 0.0311773 | Time: 2609.37 ms [2020-12-19 19:08:03 main:581] : INFO : Epoch 1850 | loss: 0.0311318 | val_loss: 0.0311711 | Time: 2499.51 ms [2020-12-19 19:08:06 main:581] : INFO : Epoch 1851 | loss: 0.0311302 | val_loss: 0.0311722 | Time: 2482.92 ms [2020-12-19 19:08:08 main:581] : INFO : Epoch 1852 | loss: 0.0311334 | val_loss: 0.0311692 | Time: 2463.34 ms [2020-12-19 19:08:11 main:581] : INFO : Epoch 1853 | loss: 0.0311292 | val_loss: 0.0311686 | Time: 2555.07 ms [2020-12-19 19:08:13 main:581] : INFO : Epoch 1854 | loss: 0.0311297 | val_loss: 0.0311764 | Time: 2446.93 ms [2020-12-19 19:08:15 main:581] : INFO : Epoch 1855 | loss: 0.0311357 | val_loss: 0.0311786 | Time: 2378.55 ms [2020-12-19 19:08:18 main:581] : INFO : Epoch 1856 | loss: 0.0311322 | val_loss: 0.0311702 | Time: 2302.49 ms [2020-12-19 19:08:20 main:581] : INFO : Epoch 1857 | loss: 0.0311283 | val_loss: 0.0311775 | Time: 2490.34 ms [2020-12-19 19:08:23 main:581] : INFO : Epoch 1858 | loss: 0.0311331 | val_loss: 0.0311828 | Time: 2414.22 ms [2020-12-19 19:08:25 main:581] : INFO : Epoch 1859 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 2522.95 ms [2020-12-19 19:08:27 main:581] : INFO : Epoch 1860 | loss: 0.0311793 | val_loss: 0.0311789 | Time: 2363.39 ms [2020-12-19 19:08:30 main:581] : INFO : Epoch 1861 | loss: 0.0311674 | val_loss: 0.0311688 | Time: 2477.35 ms [2020-12-19 19:08:32 main:581] : INFO : Epoch 1862 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 2449.6 ms [2020-12-19 19:08:35 main:581] : INFO : Epoch 1863 | loss: 0.0311555 | val_loss: 0.0311636 | Time: 2453.18 ms [2020-12-19 19:08:37 main:581] : INFO : Epoch 1864 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 2491.09 ms [2020-12-19 19:08:40 main:581] : INFO : Epoch 1865 | loss: 0.0311505 | val_loss: 0.0311669 | Time: 2612.94 ms [2020-12-19 19:08:42 main:581] : INFO : Epoch 1866 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 2284.39 ms [2020-12-19 19:08:45 main:581] : INFO : Epoch 1867 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 2476.79 ms [2020-12-19 19:08:47 main:581] : INFO : Epoch 1868 | loss: 0.0311452 | val_loss: 0.0311628 | Time: 2487.54 ms [2020-12-19 19:08:49 main:581] : INFO : Epoch 1869 | loss: 0.03115 | val_loss: 0.0311668 | Time: 2250.44 ms [2020-12-19 19:08:52 main:581] : INFO : Epoch 1870 | loss: 0.0311465 | val_loss: 0.0311659 | Time: 2431 ms [2020-12-19 19:08:54 main:581] : INFO : Epoch 1871 | loss: 0.0311448 | val_loss: 0.031172 | Time: 2400.04 ms [2020-12-19 19:08:57 main:581] : INFO : Epoch 1872 | loss: 0.0311504 | val_loss: 0.0311614 | Time: 2255.06 ms [2020-12-19 19:08:59 main:581] : INFO : Epoch 1873 | loss: 0.0311495 | val_loss: 0.031162 | Time: 2418.18 ms [2020-12-19 19:09:01 main:581] : INFO : Epoch 1874 | loss: 0.031147 | val_loss: 0.0311614 | Time: 2107.15 ms [2020-12-19 19:09:03 main:581] : INFO : Epoch 1875 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 2334.09 ms [2020-12-19 19:09:06 main:581] : INFO : Epoch 1876 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 2407.69 ms [2020-12-19 19:09:08 main:581] : INFO : Epoch 1877 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 2472.19 ms [2020-12-19 19:09:11 main:581] : INFO : Epoch 1878 | loss: 0.0311515 | val_loss: 0.0311612 | Time: 2390.66 ms [2020-12-19 19:09:13 main:581] : INFO : Epoch 1879 | loss: 0.031147 | val_loss: 0.0311584 | Time: 2491.2 ms [2020-12-19 19:09:15 main:581] : INFO : Epoch 1880 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 2330.9 ms [2020-12-19 19:09:18 main:581] : INFO : Epoch 1881 | loss: 0.0311435 | val_loss: 0.0311657 | Time: 2064.2 ms [2020-12-19 19:09:20 main:581] : INFO : Epoch 1882 | loss: 0.0311412 | val_loss: 0.0311576 | Time: 2467.55 ms [2020-12-19 19:09:22 main:581] : INFO : Epoch 1883 | loss: 0.0311398 | val_loss: 0.0311554 | Time: 2372.99 ms [2020-12-19 19:09:24 main:581] : INFO : Epoch 1884 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 2081.34 ms [2020-12-19 19:09:27 main:581] : INFO : Epoch 1885 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 2490.3 ms [2020-12-19 19:09:29 main:581] : INFO : Epoch 1886 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 2399.08 ms [2020-12-19 19:09:32 main:581] : INFO : Epoch 1887 | loss: 0.0311356 | val_loss: 0.0311566 | Time: 2394.17 ms [2020-12-19 19:09:34 main:581] : INFO : Epoch 1888 | loss: 0.0311353 | val_loss: 0.0311591 | Time: 2492.14 ms [2020-12-19 19:09:37 main:581] : INFO : Epoch 1889 | loss: 0.0311344 | val_loss: 0.0311541 | Time: 2546.98 ms [2020-12-19 19:09:39 main:581] : INFO : Epoch 1890 | loss: 0.0311361 | val_loss: 0.0311607 | Time: 2456.65 ms [2020-12-19 19:09:42 main:581] : INFO : Epoch 1891 | loss: 0.031135 | val_loss: 0.031157 | Time: 2398.27 ms [2020-12-19 19:09:44 main:581] : INFO : Epoch 1892 | loss: 0.0311353 | val_loss: 0.0311557 | Time: 2319.32 ms [2020-12-19 19:09:46 main:581] : INFO : Epoch 1893 | loss: 0.0311365 | val_loss: 0.0311587 | Time: 2134.25 ms [2020-12-19 19:09:48 main:581] : INFO : Epoch 1894 | loss: 0.0311347 | val_loss: 0.0311606 | Time: 2272.22 ms [2020-12-19 19:09:51 main:581] : INFO : Epoch 1895 | loss: 0.0311314 | val_loss: 0.031158 | Time: 2503.67 ms [2020-12-19 19:09:53 main:581] : INFO : Epoch 1896 | loss: 0.0311344 | val_loss: 0.0311646 | Time: 2425.15 ms [2020-12-19 19:09:56 main:581] : INFO : Epoch 1897 | loss: 0.0311349 | val_loss: 0.0311613 | Time: 2463.23 ms [2020-12-19 19:09:58 main:581] : INFO : Epoch 1898 | loss: 0.0311365 | val_loss: 0.0311622 | Time: 2413.45 ms [2020-12-19 19:10:01 main:581] : INFO : Epoch 1899 | loss: 0.0311323 | val_loss: 0.0311571 | Time: 2482.69 ms [2020-12-19 19:10:03 main:581] : INFO : Epoch 1900 | loss: 0.0311304 | val_loss: 0.0311572 | Time: 2367.37 ms [2020-12-19 19:10:05 main:581] : INFO : Epoch 1901 | loss: 0.031129 | val_loss: 0.031157 | Time: 2105.52 ms [2020-12-19 19:10:08 main:581] : INFO : Epoch 1902 | loss: 0.0311298 | val_loss: 0.0311571 | Time: 2414.58 ms [2020-12-19 19:10:10 main:581] : INFO : Epoch 1903 | loss: 0.031131 | val_loss: 0.0311572 | Time: 2523.51 ms [2020-12-19 19:10:13 main:581] : INFO : Epoch 1904 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 2460.99 ms [2020-12-19 19:10:15 main:581] : INFO : Epoch 1905 | loss: 0.0311296 | val_loss: 0.0311593 | Time: 2475.47 ms [2020-12-19 19:10:17 main:581] : INFO : Epoch 1906 | loss: 0.0311302 | val_loss: 0.0311595 | Time: 2463.26 ms [2020-12-19 19:10:20 main:581] : INFO : Epoch 1907 | loss: 0.0311287 | val_loss: 0.0311582 | Time: 2510.75 ms [2020-12-19 19:10:22 main:581] : INFO : Epoch 1908 | loss: 0.0311294 | val_loss: 0.0311597 | Time: 2435.1 ms [2020-12-19 19:10:25 main:581] : INFO : Epoch 1909 | loss: 0.0311296 | val_loss: 0.0311625 | Time: 2495.49 ms [2020-12-19 19:10:27 main:581] : INFO : Epoch 1910 | loss: 0.0311286 | val_loss: 0.0311606 | Time: 2479.35 ms [2020-12-19 19:10:30 main:581] : INFO : Epoch 1911 | loss: 0.0311293 | val_loss: 0.0311599 | Time: 2436.32 ms [2020-12-19 19:10:32 main:581] : INFO : Epoch 1912 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 2431.17 ms [2020-12-19 19:10:35 main:581] : INFO : Epoch 1913 | loss: 0.0311306 | val_loss: 0.0311656 | Time: 2447 ms [2020-12-19 19:10:37 main:581] : INFO : Epoch 1914 | loss: 0.0311275 | val_loss: 0.0311589 | Time: 2535.26 ms [2020-12-19 19:10:40 main:581] : INFO : Epoch 1915 | loss: 0.0311259 | val_loss: 0.0311564 | Time: 2402.12 ms [2020-12-19 19:10:42 main:581] : INFO : Epoch 1916 | loss: 0.0311253 | val_loss: 0.0311578 | Time: 2434.88 ms [2020-12-19 19:10:45 main:581] : INFO : Epoch 1917 | loss: 0.0311258 | val_loss: 0.0311635 | Time: 2486.23 ms [2020-12-19 19:10:47 main:581] : INFO : Epoch 1918 | loss: 0.0311287 | val_loss: 0.0311595 | Time: 2451.27 ms [2020-12-19 19:10:50 main:581] : INFO : Epoch 1919 | loss: 0.0311284 | val_loss: 0.0311605 | Time: 2560.08 ms [2020-12-19 19:10:52 main:581] : INFO : Epoch 1920 | loss: 0.0311245 | val_loss: 0.03116 | Time: 2359.14 ms [2020-12-19 19:10:54 main:581] : INFO : Epoch 1921 | loss: 0.0311259 | val_loss: 0.0311616 | Time: 2406.87 ms [2020-12-19 19:10:57 main:581] : INFO : Epoch 1922 | loss: 0.031124 | val_loss: 0.0311599 | Time: 2487.57 ms [2020-12-19 19:10:59 main:581] : INFO : Epoch 1923 | loss: 0.0311242 | val_loss: 0.0311688 | Time: 2509.02 ms [2020-12-19 19:11:02 main:581] : INFO : Epoch 1924 | loss: 0.0311243 | val_loss: 0.0311637 | Time: 2472.8 ms [2020-12-19 19:11:04 main:581] : INFO : Epoch 1925 | loss: 0.031124 | val_loss: 0.0311607 | Time: 2445.34 ms [2020-12-19 19:11:07 main:581] : INFO : Epoch 1926 | loss: 0.0311234 | val_loss: 0.0311666 | Time: 2432.63 ms [2020-12-19 19:11:09 main:581] : INFO : Epoch 1927 | loss: 0.0311225 | val_loss: 0.0311603 | Time: 2514.7 ms [2020-12-19 19:11:12 main:581] : INFO : Epoch 1928 | loss: 0.0311242 | val_loss: 0.0311629 | Time: 2438.92 ms [2020-12-19 19:11:14 main:581] : INFO : Epoch 1929 | loss: 0.0311241 | val_loss: 0.0311634 | Time: 2438.91 ms [2020-12-19 19:11:17 main:581] : INFO : Epoch 1930 | loss: 0.031123 | val_loss: 0.031171 | Time: 2467.98 ms [2020-12-19 19:11:19 main:581] : INFO : Epoch 1931 | loss: 0.0311251 | val_loss: 0.0311691 | Time: 2499.68 ms [2020-12-19 19:11:22 main:581] : INFO : Epoch 1932 | loss: 0.0311234 | val_loss: 0.0311627 | Time: 2526.66 ms [2020-12-19 19:11:24 main:581] : INFO : Epoch 1933 | loss: 0.0311232 | val_loss: 0.0311654 | Time: 2540.4 ms [2020-12-19 19:11:27 main:581] : INFO : Epoch 1934 | loss: 0.0311225 | val_loss: 0.0311646 | Time: 2428.25 ms [2020-12-19 19:11:29 main:581] : INFO : Epoch 1935 | loss: 0.0311228 | val_loss: 0.0311666 | Time: 2468.87 ms [2020-12-19 19:11:32 main:581] : INFO : Epoch 1936 | loss: 0.0311235 | val_loss: 0.0311655 | Time: 2462.19 ms [2020-12-19 19:11:34 main:581] : INFO : Epoch 1937 | loss: 0.031126 | val_loss: 0.0311651 | Time: 2440.72 ms [2020-12-19 19:11:36 main:581] : INFO : Epoch 1938 | loss: 0.0311244 | val_loss: 0.031162 | Time: 2342.1 ms [2020-12-19 19:11:39 main:581] : INFO : Epoch 1939 | loss: 0.0311236 | val_loss: 0.0311652 | Time: 2434.88 ms [2020-12-19 19:11:41 main:581] : INFO : Epoch 1940 | loss: 0.0311239 | val_loss: 0.0311669 | Time: 2405.1 ms [2020-12-19 19:11:44 main:581] : INFO : Epoch 1941 | loss: 0.0311222 | val_loss: 0.0311671 | Time: 2502.77 ms [2020-12-19 19:11:46 main:581] : INFO : Epoch 1942 | loss: 0.0311246 | val_loss: 0.0311604 | Time: 2456.43 ms [2020-12-19 19:11:49 main:581] : INFO : Epoch 1943 | loss: 0.0311257 | val_loss: 0.0311588 | Time: 2442.84 ms [2020-12-19 19:11:51 main:581] : INFO : Epoch 1944 | loss: 0.031124 | val_loss: 0.0311618 | Time: 2433.09 ms [2020-12-19 19:11:53 main:581] : INFO : Epoch 1945 | loss: 0.0311243 | val_loss: 0.0311653 | Time: 2409.24 ms [2020-12-19 19:11:56 main:581] : INFO : Epoch 1946 | loss: 0.031122 | val_loss: 0.0311617 | Time: 2441.99 ms [2020-12-19 19:11:58 main:581] : INFO : Epoch 1947 | loss: 0.031121 | val_loss: 0.0311626 | Time: 2499.51 ms [2020-12-19 19:12:01 main:581] : INFO : Epoch 1948 | loss: 0.0311224 | val_loss: 0.0311765 | Time: 2448.85 ms [2020-12-19 19:12:03 main:581] : INFO : Epoch 1949 | loss: 0.0311215 | val_loss: 0.0311618 | Time: 2450.61 ms [2020-12-19 19:12:06 main:581] : INFO : Epoch 1950 | loss: 0.0311192 | val_loss: 0.0311636 | Time: 2503.71 ms [2020-12-19 19:12:08 main:581] : INFO : Epoch 1951 | loss: 0.0311204 | val_loss: 0.03117 | Time: 2445.4 ms [2020-12-19 19:12:11 main:581] : INFO : Epoch 1952 | loss: 0.0311236 | val_loss: 0.0311644 | Time: 2498.2 ms [2020-12-19 19:12:13 main:581] : INFO : Epoch 1953 | loss: 0.0311216 | val_loss: 0.0311685 | Time: 2476.46 ms [2020-12-19 19:12:16 main:581] : INFO : Epoch 1954 | loss: 0.0311255 | val_loss: 0.0311658 | Time: 2405.45 ms [2020-12-19 19:12:18 main:581] : INFO : Epoch 1955 | loss: 0.031125 | val_loss: 0.0311668 | Time: 2437.14 ms [2020-12-19 19:12:20 main:581] : INFO : Epoch 1956 | loss: 0.0311203 | val_loss: 0.0311655 | Time: 2428.23 ms [2020-12-19 19:12:23 main:581] : INFO : Epoch 1957 | loss: 0.0311203 | val_loss: 0.0311633 | Time: 2425.34 ms [2020-12-19 19:12:25 main:581] : INFO : Epoch 1958 | loss: 0.0311218 | val_loss: 0.0311668 | Time: 2488.28 ms [2020-12-19 19:12:28 main:581] : INFO : Epoch 1959 | loss: 0.0311248 | val_loss: 0.0311678 | Time: 2465.64 ms [2020-12-19 19:12:30 main:581] : INFO : Epoch 1960 | loss: 0.0311226 | val_loss: 0.0311659 | Time: 2412.51 ms [2020-12-19 19:12:33 main:581] : INFO : Epoch 1961 | loss: 0.0311206 | val_loss: 0.0311623 | Time: 2433.3 ms [2020-12-19 19:12:35 main:581] : INFO : Epoch 1962 | loss: 0.0311205 | val_loss: 0.0311619 | Time: 2447.53 ms [2020-12-19 19:12:38 main:581] : INFO : Epoch 1963 | loss: 0.0311178 | val_loss: 0.0311673 | Time: 2418.72 ms [2020-12-19 19:12:40 main:581] : INFO : Epoch 1964 | loss: 0.0311189 | val_loss: 0.0311624 | Time: 2529.51 ms [2020-12-19 19:12:43 main:581] : INFO : Epoch 1965 | loss: 0.0311216 | val_loss: 0.0311667 | Time: 2481.37 ms [2020-12-19 19:12:45 main:581] : INFO : Epoch 1966 | loss: 0.0311196 | val_loss: 0.031166 | Time: 2509.13 ms [2020-12-19 19:12:48 main:581] : INFO : Epoch 1967 | loss: 0.03112 | val_loss: 0.0311661 | Time: 2483.04 ms [2020-12-19 19:12:50 main:581] : INFO : Epoch 1968 | loss: 0.0311169 | val_loss: 0.0311621 | Time: 2396.09 ms [2020-12-19 19:12:52 main:581] : INFO : Epoch 1969 | loss: 0.0311184 | val_loss: 0.0311621 | Time: 2427.6 ms [2020-12-19 19:12:55 main:581] : INFO : Epoch 1970 | loss: 0.0311169 | val_loss: 0.0311658 | Time: 2455.46 ms [2020-12-19 19:12:57 main:581] : INFO : Epoch 1971 | loss: 0.0311188 | val_loss: 0.0311655 | Time: 2440.57 ms [2020-12-19 19:13:00 main:581] : INFO : Epoch 1972 | loss: 0.0311207 | val_loss: 0.0311905 | Time: 2497.3 ms [2020-12-19 19:13:02 main:581] : INFO : Epoch 1973 | loss: 0.0311241 | val_loss: 0.0311676 | Time: 2412.08 ms [2020-12-19 19:13:04 main:581] : INFO : Epoch 1974 | loss: 0.0311179 | val_loss: 0.0311626 | Time: 2237.6 ms [2020-12-19 19:13:07 main:581] : INFO : Epoch 1975 | loss: 0.031118 | val_loss: 0.0311668 | Time: 2267.41 ms [2020-12-19 19:13:09 main:581] : INFO : Epoch 1976 | loss: 0.0311255 | val_loss: 0.0311588 | Time: 2269.23 ms [2020-12-19 19:13:11 main:581] : INFO : Epoch 1977 | loss: 0.031124 | val_loss: 0.0311642 | Time: 2435.39 ms [2020-12-19 19:13:14 main:581] : INFO : Epoch 1978 | loss: 0.0311234 | val_loss: 0.0311611 | Time: 2408.7 ms [2020-12-19 19:13:16 main:581] : INFO : Epoch 1979 | loss: 0.0311231 | val_loss: 0.0311721 | Time: 2492.84 ms [2020-12-19 19:13:19 main:581] : INFO : Epoch 1980 | loss: 0.0311213 | val_loss: 0.0311664 | Time: 2468.22 ms [2020-12-19 19:13:21 main:581] : INFO : Epoch 1981 | loss: 0.0311212 | val_loss: 0.0311623 | Time: 2424.72 ms [2020-12-19 19:13:24 main:581] : INFO : Epoch 1982 | loss: 0.0311264 | val_loss: 0.0311622 | Time: 2383.29 ms [2020-12-19 19:13:26 main:581] : INFO : Epoch 1983 | loss: 0.031141 | val_loss: 0.0311613 | Time: 2464.72 ms [2020-12-19 19:13:29 main:581] : INFO : Epoch 1984 | loss: 0.0311364 | val_loss: 0.0311573 | Time: 2551.55 ms [2020-12-19 19:13:31 main:581] : INFO : Epoch 1985 | loss: 0.0311336 | val_loss: 0.0311599 | Time: 2363.34 ms [2020-12-19 19:13:33 main:581] : INFO : Epoch 1986 | loss: 0.031133 | val_loss: 0.0311597 | Time: 2498.43 ms [2020-12-19 19:13:36 main:581] : INFO : Epoch 1987 | loss: 0.0311305 | val_loss: 0.0311646 | Time: 2428.92 ms [2020-12-19 19:13:38 main:581] : INFO : Epoch 1988 | loss: 0.0311273 | val_loss: 0.0311553 | Time: 2442.46 ms [2020-12-19 19:13:41 main:581] : INFO : Epoch 1989 | loss: 0.031123 | val_loss: 0.0311649 | Time: 2311.45 ms [2020-12-19 19:13:43 main:581] : INFO : Epoch 1990 | loss: 0.0311209 | val_loss: 0.0311599 | Time: 2470.94 ms [2020-12-19 19:13:45 main:581] : INFO : Epoch 1991 | loss: 0.031119 | val_loss: 0.0311593 | Time: 2426.02 ms [2020-12-19 19:13:48 main:581] : INFO : Epoch 1992 | loss: 0.031124 | val_loss: 0.0311695 | Time: 2366.95 ms [2020-12-19 19:13:50 main:581] : INFO : Epoch 1993 | loss: 0.0311232 | val_loss: 0.0311593 | Time: 2413.3 ms [2020-12-19 19:13:53 main:581] : INFO : Epoch 1994 | loss: 0.0311215 | val_loss: 0.031165 | Time: 2477.9 ms [2020-12-19 19:13:55 main:581] : INFO : Epoch 1995 | loss: 0.0311215 | val_loss: 0.0311598 | Time: 2526.4 ms [2020-12-19 19:13:58 main:581] : INFO : Epoch 1996 | loss: 0.0311164 | val_loss: 0.0311678 | Time: 2534.66 ms [2020-12-19 19:14:00 main:581] : INFO : Epoch 1997 | loss: 0.0311159 | val_loss: 0.0311644 | Time: 2473.43 ms [2020-12-19 19:14:03 main:581] : INFO : Epoch 1998 | loss: 0.0311166 | val_loss: 0.0311634 | Time: 2449.65 ms [2020-12-19 19:14:05 main:581] : INFO : Epoch 1999 | loss: 0.031115 | val_loss: 0.0311593 | Time: 2450.35 ms [2020-12-19 19:14:08 main:581] : INFO : Epoch 2000 | loss: 0.0311157 | val_loss: 0.031164 | Time: 2591.92 ms [2020-12-19 19:14:10 main:581] : INFO : Epoch 2001 | loss: 0.031114 | val_loss: 0.0311616 | Time: 2468.13 ms [2020-12-19 19:14:13 main:581] : INFO : Epoch 2002 | loss: 0.031114 | val_loss: 0.0311641 | Time: 2316.55 ms [2020-12-19 19:14:15 main:581] : INFO : Epoch 2003 | loss: 0.0311133 | val_loss: 0.0311652 | Time: 2427.48 ms [2020-12-19 19:14:17 main:581] : INFO : Epoch 2004 | loss: 0.0311127 | val_loss: 0.0311633 | Time: 2452.83 ms [2020-12-19 19:14:20 main:581] : INFO : Epoch 2005 | loss: 0.0311172 | val_loss: 0.0311602 | Time: 2371.25 ms [2020-12-19 19:14:22 main:581] : INFO : Epoch 2006 | loss: 0.0311203 | val_loss: 0.0311631 | Time: 2423.49 ms [2020-12-19 19:14:25 main:581] : INFO : Epoch 2007 | loss: 0.0311214 | val_loss: 0.0311659 | Time: 2309.47 ms [2020-12-19 19:14:27 main:581] : INFO : Epoch 2008 | loss: 0.0311206 | val_loss: 0.0311584 | Time: 2264.9 ms [2020-12-19 19:14:29 main:581] : INFO : Epoch 2009 | loss: 0.0311261 | val_loss: 0.0311627 | Time: 2390.61 ms [2020-12-19 19:14:32 main:581] : INFO : Epoch 2010 | loss: 0.0311216 | val_loss: 0.0311644 | Time: 2423.25 ms [2020-12-19 19:14:34 main:581] : INFO : Epoch 2011 | loss: 0.0311228 | val_loss: 0.0311652 | Time: 2563.96 ms [2020-12-19 19:14:37 main:581] : INFO : Epoch 2012 | loss: 0.0311979 | val_loss: 0.0312173 | Time: 2495.8 ms [2020-12-19 19:14:39 main:581] : INFO : Epoch 2013 | loss: 0.0312179 | val_loss: 0.031212 | Time: 2447.58 ms [2020-12-19 19:14:42 main:581] : INFO : Epoch 2014 | loss: 0.031211 | val_loss: 0.0312042 | Time: 2429.24 ms [2020-12-19 19:14:44 main:581] : INFO : Epoch 2015 | loss: 0.0312039 | val_loss: 0.0312027 | Time: 2447.56 ms [2020-12-19 19:14:46 main:581] : INFO : Epoch 2016 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 2412.17 ms [2020-12-19 19:14:49 main:581] : INFO : Epoch 2017 | loss: 0.0311954 | val_loss: 0.0311941 | Time: 2491.42 ms [2020-12-19 19:14:51 main:581] : INFO : Epoch 2018 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 2429.95 ms [2020-12-19 19:14:54 main:581] : INFO : Epoch 2019 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 2418.7 ms [2020-12-19 19:14:56 main:581] : INFO : Epoch 2020 | loss: 0.0311893 | val_loss: 0.0311877 | Time: 2478.52 ms [2020-12-19 19:14:59 main:581] : INFO : Epoch 2021 | loss: 0.0311884 | val_loss: 0.0311871 | Time: 2516.43 ms [2020-12-19 19:15:01 main:581] : INFO : Epoch 2022 | loss: 0.0311879 | val_loss: 0.0311871 | Time: 2442.43 ms [2020-12-19 19:15:04 main:581] : INFO : Epoch 2023 | loss: 0.0311862 | val_loss: 0.031186 | Time: 2395.3 ms [2020-12-19 19:15:06 main:581] : INFO : Epoch 2024 | loss: 0.0311869 | val_loss: 0.0311889 | Time: 2428.22 ms [2020-12-19 19:15:08 main:581] : INFO : Epoch 2025 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 2413.35 ms [2020-12-19 19:15:11 main:581] : INFO : Epoch 2026 | loss: 0.0311838 | val_loss: 0.0311847 | Time: 2425.94 ms [2020-12-19 19:15:13 main:581] : INFO : Epoch 2027 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 2272.12 ms [2020-12-19 19:15:16 main:581] : INFO : Epoch 2028 | loss: 0.0311843 | val_loss: 0.0311877 | Time: 2376.76 ms [2020-12-19 19:15:18 main:581] : INFO : Epoch 2029 | loss: 0.0311882 | val_loss: 0.0311841 | Time: 2584.28 ms [2020-12-19 19:15:21 main:581] : INFO : Epoch 2030 | loss: 0.0311935 | val_loss: 0.0311862 | Time: 2441.8 ms [2020-12-19 19:15:23 main:581] : INFO : Epoch 2031 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 2381.46 ms [2020-12-19 19:15:25 main:581] : INFO : Epoch 2032 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 2447.76 ms [2020-12-19 19:15:28 main:581] : INFO : Epoch 2033 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 2370.59 ms [2020-12-19 19:15:30 main:581] : INFO : Epoch 2034 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 2487.95 ms [2020-12-19 19:15:33 main:581] : INFO : Epoch 2035 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 2427.15 ms [2020-12-19 19:15:35 main:581] : INFO : Epoch 2036 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 2450.91 ms [2020-12-19 19:15:38 main:581] : INFO : Epoch 2037 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 2497.65 ms [2020-12-19 19:15:40 main:581] : INFO : Epoch 2038 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 2409.02 ms [2020-12-19 19:15:42 main:581] : INFO : Epoch 2039 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 2420.8 ms [2020-12-19 19:15:45 main:581] : INFO : Epoch 2040 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 2438.97 ms [2020-12-19 19:15:47 main:581] : INFO : Epoch 2041 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 2498.72 ms [2020-12-19 19:15:50 main:581] : INFO : Epoch 2042 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 2353.72 ms [2020-12-19 19:15:52 main:581] : INFO : Epoch 2043 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2455.16 ms [2020-12-19 19:15:55 main:581] : INFO : Epoch 2044 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 2475.03 ms [2020-12-19 19:15:57 main:581] : INFO : Epoch 2045 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2480.64 ms [2020-12-19 19:16:00 main:581] : INFO : Epoch 2046 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 2419.37 ms [2020-12-19 19:16:02 main:581] : INFO : Epoch 2047 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 2397.26 ms [2020-12-19 19:16:04 main:581] : INFO : Epoch 2048 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 2387.65 ms [2020-12-19 19:16:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2020-12-19 19:16:04 main:610] : INFO : Saving end state to config to file [2020-12-19 19:16:04 main:615] : INFO : Success, exiting.. 19:16:04 (335960): 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)