Task 3752647
| Name | ParityModified-1611091261-29245-1_1 |
| Workunit | 1927863 |
| Created | 21 Jan 2021, 22:26:45 UTC |
| Sent | 21 Jan 2021, 22:30:45 UTC |
| Report deadline | 28 Jan 2021, 22:30:45 UTC |
| Received | 22 Jan 2021, 6:57:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 30 min 24 sec |
| CPU time | 1 hours 16 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 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: 0.0311528 | val_loss: 0.0311873 | Time: 2479.58 ms [2021-01-21 22:11:50 main:574] : INFO : Epoch 1543 | loss: 0.0311531 | val_loss: 0.0311817 | Time: 2463.85 ms [2021-01-21 22:11:52 main:574] : INFO : Epoch 1544 | loss: 0.0311532 | val_loss: 0.0311855 | Time: 2557.27 ms [2021-01-21 22:11:55 main:574] : INFO : Epoch 1545 | loss: 0.0311537 | val_loss: 0.031187 | Time: 2593.23 ms [2021-01-21 22:11:57 main:574] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311828 | Time: 2518.31 ms [2021-01-21 22:12:00 main:574] : INFO : Epoch 1547 | loss: 0.0311572 | val_loss: 0.0311827 | Time: 2614.34 ms [2021-01-21 22:12:03 main:574] : INFO : Epoch 1548 | loss: 0.0311584 | val_loss: 0.0311809 | Time: 2608.46 ms [2021-01-21 22:12:06 main:574] : INFO : Epoch 1549 | loss: 0.0311551 | val_loss: 0.0311898 | Time: 2593.25 ms [2021-01-21 22:12:08 main:574] : INFO : Epoch 1550 | loss: 0.0311572 | val_loss: 0.0311875 | Time: 2493.84 ms [2021-01-21 22:12:11 main:574] : INFO : Epoch 1551 | loss: 0.0311582 | val_loss: 0.0311847 | Time: 2634.78 ms [2021-01-21 22:12:13 main:574] : INFO : Epoch 1552 | loss: 0.0311556 | val_loss: 0.0311873 | Time: 2587.77 ms [2021-01-21 22:12:16 main:574] : INFO : Epoch 1553 | loss: 0.0311588 | val_loss: 0.0311818 | Time: 2566.23 ms [2021-01-21 22:12:19 main:574] : INFO : Epoch 1554 | loss: 0.0311617 | val_loss: 0.0311814 | Time: 2558.69 ms [2021-01-21 22:12:21 main:574] : INFO : Epoch 1555 | loss: 0.0311568 | val_loss: 0.0311844 | Time: 2504.26 ms [2021-01-21 22:12:24 main:574] : INFO : Epoch 1556 | loss: 0.0311573 | val_loss: 0.031182 | Time: 2582.22 ms [2021-01-21 22:12:27 main:574] : INFO : Epoch 1557 | loss: 0.0311571 | val_loss: 0.0311836 | Time: 2640.96 ms [2021-01-21 22:12:29 main:574] : INFO : Epoch 1558 | loss: 0.0311572 | val_loss: 0.0311834 | Time: 2621.25 ms [2021-01-21 22:12:32 main:574] : INFO : Epoch 1559 | loss: 0.0311528 | val_loss: 0.0311875 | Time: 2610.32 ms [2021-01-21 22:12:35 main:574] : INFO : Epoch 1560 | loss: 0.0311611 | val_loss: 0.0311957 | Time: 2527.15 ms [2021-01-21 22:12:37 main:574] : INFO : Epoch 1561 | loss: 0.0311575 | val_loss: 0.0311801 | Time: 2533.61 ms [2021-01-21 22:12:40 main:574] : INFO : Epoch 1562 | loss: 0.0311542 | val_loss: 0.0311902 | Time: 2520.8 ms [2021-01-21 22:12:42 main:574] : INFO : Epoch 1563 | loss: 0.031153 | val_loss: 0.0311853 | Time: 2504.09 ms [2021-01-21 22:12:45 main:574] : INFO : Epoch 1564 | loss: 0.0311591 | val_loss: 0.0311846 | Time: 2602.87 ms [2021-01-21 22:12:47 main:574] : INFO : Epoch 1565 | loss: 0.0311544 | val_loss: 0.0311892 | Time: 2548.52 ms [2021-01-21 22:12:50 main:574] : INFO : Epoch 1566 | loss: 0.0311541 | val_loss: 0.031186 | Time: 2565.49 ms [2021-01-21 22:12:53 main:574] : INFO : Epoch 1567 | loss: 0.0311559 | val_loss: 0.0311873 | Time: 2628.59 ms [2021-01-21 22:12:55 main:574] : INFO : Epoch 1568 | loss: 0.0311678 | val_loss: 0.0311878 | Time: 2569.78 ms [2021-01-21 22:12:58 main:574] : INFO : Epoch 1569 | loss: 0.0311651 | val_loss: 0.0311822 | Time: 2501.78 ms [2021-01-21 22:13:01 main:574] : INFO : Epoch 1570 | loss: 0.0311696 | val_loss: 0.0312081 | Time: 2575.62 ms [2021-01-21 22:13:03 main:574] : INFO : Epoch 1571 | loss: 0.0311688 | val_loss: 0.0311898 | Time: 2501.62 ms [2021-01-21 22:13:06 main:574] : INFO : Epoch 1572 | loss: 0.0311567 | val_loss: 0.0311851 | Time: 2583.57 ms [2021-01-21 22:13:08 main:574] : INFO : Epoch 1573 | loss: 0.0311545 | val_loss: 0.0311836 | Time: 2603.06 ms [2021-01-21 22:13:11 main:574] : INFO : Epoch 1574 | loss: 0.0311546 | val_loss: 0.0311892 | Time: 2537.61 ms [2021-01-21 22:13:14 main:574] : INFO : Epoch 1575 | loss: 0.0311545 | val_loss: 0.0311908 | Time: 2514.66 ms [2021-01-21 22:13:16 main:574] : INFO : Epoch 1576 | loss: 0.0311553 | val_loss: 0.031193 | Time: 2556.26 ms [2021-01-21 22:13:19 main:574] : INFO : Epoch 1577 | loss: 0.0311538 | val_loss: 0.0311918 | Time: 2612.33 ms [2021-01-21 22:13:21 main:574] : INFO : Epoch 1578 | loss: 0.0311551 | val_loss: 0.0311897 | Time: 2532.45 ms [2021-01-21 22:13:24 main:574] : INFO : Epoch 1579 | loss: 0.0311663 | val_loss: 0.0311863 | Time: 2561.44 ms [2021-01-21 22:13:27 main:574] : INFO : Epoch 1580 | loss: 0.0311652 | val_loss: 0.0311879 | Time: 2548.72 ms [2021-01-21 22:13:29 main:574] : INFO : Epoch 1581 | loss: 0.0311667 | val_loss: 0.0311909 | Time: 2600.12 ms [2021-01-21 22:13:32 main:574] : INFO : Epoch 1582 | loss: 0.0311639 | val_loss: 0.0311907 | Time: 2534.1 ms [2021-01-21 22:13:34 main:574] : INFO : Epoch 1583 | loss: 0.0311597 | val_loss: 0.0311975 | Time: 2523.12 ms [2021-01-21 22:13:37 main:574] : INFO : Epoch 1584 | loss: 0.0311554 | val_loss: 0.031192 | Time: 2657.18 ms [2021-01-21 22:13:40 main:574] : INFO : Epoch 1585 | loss: 0.0311566 | val_loss: 0.031197 | Time: 2558.35 ms [2021-01-21 22:13:42 main:574] : INFO : Epoch 1586 | loss: 0.0311587 | val_loss: 0.0311849 | Time: 2542.85 ms [2021-01-21 22:13:45 main:574] : INFO : Epoch 1587 | loss: 0.0311556 | val_loss: 0.0311946 | Time: 2550.22 ms [2021-01-21 22:13:48 main:574] : INFO : Epoch 1588 | loss: 0.0311527 | val_loss: 0.0311892 | Time: 2472.85 ms [2021-01-21 22:13:50 main:574] : INFO : Epoch 1589 | loss: 0.0311543 | val_loss: 0.0311843 | Time: 2690.41 ms [2021-01-21 22:13:53 main:574] : INFO : Epoch 1590 | loss: 0.0311539 | val_loss: 0.0311916 | Time: 2586.66 ms [2021-01-21 22:13:55 main:574] : INFO : Epoch 1591 | loss: 0.0311542 | val_loss: 0.0311857 | Time: 2523.95 ms [2021-01-21 22:13:58 main:574] : INFO : Epoch 1592 | loss: 0.0311535 | val_loss: 0.031182 | Time: 2520.42 ms [2021-01-21 22:14:01 main:574] : INFO : Epoch 1593 | loss: 0.0311545 | val_loss: 0.0311894 | Time: 2600.22 ms [2021-01-21 22:14:03 main:574] : INFO : Epoch 1594 | loss: 0.031153 | val_loss: 0.0311948 | Time: 2604.31 ms [2021-01-21 22:14:06 main:574] : INFO : Epoch 1595 | loss: 0.0311572 | val_loss: 0.0311894 | Time: 2479.81 ms [2021-01-21 22:14:08 main:574] : INFO : Epoch 1596 | loss: 0.031156 | val_loss: 0.0311889 | Time: 2522.85 ms [2021-01-21 22:14:11 main:574] : INFO : Epoch 1597 | loss: 0.0311527 | val_loss: 0.0311881 | Time: 2585.24 ms [2021-01-21 22:14:14 main:574] : INFO : Epoch 1598 | loss: 0.0311521 | val_loss: 0.0311882 | Time: 2576.36 ms [2021-01-21 22:14:16 main:574] : INFO : Epoch 1599 | loss: 0.0311564 | val_loss: 0.0311838 | Time: 2625.46 ms [2021-01-21 22:14:19 main:574] : INFO : Epoch 1600 | loss: 0.0311548 | val_loss: 0.0311915 | Time: 2555.2 ms [2021-01-21 22:14:21 main:574] : INFO : Epoch 1601 | loss: 0.0311531 | val_loss: 0.0311874 | Time: 2561.9 ms [2021-01-21 22:14:24 main:574] : INFO : Epoch 1602 | loss: 0.0311559 | val_loss: 0.0311854 | Time: 2600.06 ms [2021-01-21 22:14:27 main:574] : INFO : Epoch 1603 | loss: 0.0311559 | val_loss: 0.0311864 | Time: 2579.03 ms [2021-01-21 22:14:29 main:574] : INFO : Epoch 1604 | loss: 0.0311566 | val_loss: 0.0311824 | Time: 2617.59 ms [2021-01-21 22:14:32 main:574] : INFO : Epoch 1605 | loss: 0.0311537 | val_loss: 0.0311927 | Time: 2524.6 ms [2021-01-21 22:14:35 main:574] : INFO : Epoch 1606 | loss: 0.0311562 | val_loss: 0.0312033 | Time: 2557.03 ms [2021-01-21 22:14:37 main:574] : INFO : Epoch 1607 | loss: 0.0311551 | val_loss: 0.0311874 | Time: 2564.8 ms [2021-01-21 22:14:40 main:574] : INFO : Epoch 1608 | loss: 0.0311512 | val_loss: 0.0311891 | Time: 2595.41 ms [2021-01-21 22:14:42 main:574] : INFO : Epoch 1609 | loss: 0.0311512 | val_loss: 0.0311936 | Time: 2536.21 ms [2021-01-21 22:14:45 main:574] : INFO : Epoch 1610 | loss: 0.031151 | val_loss: 0.0311853 | Time: 2410.29 ms [2021-01-21 22:14:47 main:574] : INFO : Epoch 1611 | loss: 0.0311506 | val_loss: 0.031187 | Time: 2495.5 ms [2021-01-21 22:14:50 main:574] : INFO : Epoch 1612 | loss: 0.0311535 | val_loss: 0.0311902 | Time: 2488.8 ms [2021-01-21 22:14:52 main:574] : INFO : Epoch 1613 | loss: 0.0311537 | val_loss: 0.0311914 | Time: 2553.33 ms [2021-01-21 22:14:55 main:574] : INFO : Epoch 1614 | loss: 0.0311578 | val_loss: 0.0311898 | Time: 2557.13 ms [2021-01-21 22:14:58 main:574] : INFO : Epoch 1615 | loss: 0.0311543 | val_loss: 0.0311989 | Time: 2418.94 ms [2021-01-21 22:15:00 main:574] : INFO : Epoch 1616 | loss: 0.031156 | val_loss: 0.0311922 | Time: 2504.53 ms [2021-01-21 22:15:03 main:574] : INFO : Epoch 1617 | loss: 0.0311535 | val_loss: 0.0311904 | Time: 2493.67 ms [2021-01-21 22:15:05 main:574] : INFO : Epoch 1618 | loss: 0.0311541 | val_loss: 0.0311924 | Time: 2583.35 ms [2021-01-21 22:15:08 main:574] : INFO : Epoch 1619 | loss: 0.0311521 | val_loss: 0.0311847 | Time: 2546.23 ms [2021-01-21 22:15:11 main:574] : INFO : Epoch 1620 | loss: 0.031149 | val_loss: 0.0311915 | Time: 2588.4 ms [2021-01-21 22:15:13 main:574] : INFO : Epoch 1621 | loss: 0.0311512 | val_loss: 0.0311852 | Time: 2541.46 ms [2021-01-21 22:15:16 main:574] : INFO : Epoch 1622 | loss: 0.0311502 | val_loss: 0.0311902 | Time: 2593.54 ms [2021-01-21 22:15:18 main:574] : INFO : Epoch 1623 | loss: 0.0311544 | val_loss: 0.0311917 | Time: 2577.61 ms [2021-01-21 22:15:21 main:574] : INFO : Epoch 1624 | loss: 0.0311536 | val_loss: 0.0311901 | Time: 2535.03 ms [2021-01-21 22:15:24 main:574] : INFO : Epoch 1625 | loss: 0.0311535 | val_loss: 0.0311848 | Time: 2542.98 ms [2021-01-21 22:15:26 main:574] : INFO : Epoch 1626 | loss: 0.0311541 | val_loss: 0.0311924 | Time: 2527.58 ms [2021-01-21 22:15:29 main:574] : INFO : Epoch 1627 | loss: 0.0311571 | val_loss: 0.0311863 | Time: 2526.24 ms [2021-01-21 22:15:32 main:574] : INFO : Epoch 1628 | loss: 0.0311508 | val_loss: 0.0311938 | Time: 2632.18 ms [2021-01-21 22:15:34 main:574] : INFO : Epoch 1629 | loss: 0.0311508 | val_loss: 0.0311957 | Time: 2485.89 ms [2021-01-21 22:15:37 main:574] : INFO : Epoch 1630 | loss: 0.0311483 | val_loss: 0.0311936 | Time: 2544.11 ms [2021-01-21 22:15:39 main:574] : INFO : Epoch 1631 | loss: 0.0311491 | val_loss: 0.0311928 | Time: 2575.59 ms [2021-01-21 22:15:42 main:574] : INFO : Epoch 1632 | loss: 0.0311508 | val_loss: 0.0311924 | Time: 2608.18 ms [2021-01-21 22:15:44 main:574] : INFO : Epoch 1633 | loss: 0.0311518 | val_loss: 0.0311921 | Time: 2467.25 ms [2021-01-21 22:15:47 main:574] : INFO : Epoch 1634 | loss: 0.0311481 | val_loss: 0.0311963 | Time: 2534.56 ms [2021-01-21 22:15:50 main:574] : INFO : Epoch 1635 | loss: 0.0311475 | val_loss: 0.0311957 | Time: 2576.68 ms [2021-01-21 22:15:52 main:574] : INFO : Epoch 1636 | loss: 0.0311487 | val_loss: 0.0312108 | Time: 2540.36 ms [2021-01-21 22:15:55 main:574] : INFO : Epoch 1637 | loss: 0.031155 | val_loss: 0.0311833 | Time: 2538.73 ms [2021-01-21 22:15:57 main:574] : INFO : Epoch 1638 | loss: 0.0311516 | val_loss: 0.0311877 | Time: 2609.12 ms [2021-01-21 22:16:00 main:574] : INFO : Epoch 1639 | loss: 0.0311483 | val_loss: 0.0311998 | Time: 2563.29 ms [2021-01-21 22:16:03 main:574] : INFO : Epoch 1640 | loss: 0.0311494 | val_loss: 0.0311903 | Time: 2464.65 ms [2021-01-21 22:16:05 main:574] : INFO : Epoch 1641 | loss: 0.0311493 | val_loss: 0.0311959 | Time: 2618.37 ms [2021-01-21 22:16:08 main:574] : INFO : Epoch 1642 | loss: 0.0311499 | val_loss: 0.0311866 | Time: 2501.83 ms [2021-01-21 22:16:10 main:574] : INFO : Epoch 1643 | loss: 0.0311511 | val_loss: 0.0312056 | Time: 2576.01 ms [2021-01-21 22:16:13 main:574] : INFO : Epoch 1644 | loss: 0.0311532 | val_loss: 0.0312026 | Time: 2552.57 ms [2021-01-21 22:16:16 main:574] : INFO : Epoch 1645 | loss: 0.0311538 | val_loss: 0.0311938 | Time: 2562.19 ms [2021-01-21 22:16:18 main:574] : INFO : Epoch 1646 | loss: 0.0311496 | val_loss: 0.0311909 | Time: 2543.2 ms [2021-01-21 22:16:21 main:574] : INFO : Epoch 1647 | loss: 0.0311508 | val_loss: 0.0312021 | Time: 2504.87 ms [2021-01-21 22:16:23 main:574] : INFO : Epoch 1648 | loss: 0.0311634 | val_loss: 0.0311841 | Time: 2602.12 ms [2021-01-21 22:16:26 main:574] : INFO : Epoch 1649 | loss: 0.0311665 | val_loss: 0.0311863 | Time: 2517.94 ms [2021-01-21 22:16:29 main:574] : INFO : Epoch 1650 | loss: 0.0311628 | val_loss: 0.0311913 | Time: 2668.6 ms [2021-01-21 22:16:31 main:574] : INFO : Epoch 1651 | loss: 0.0311622 | val_loss: 0.0311861 | Time: 2606.57 ms [2021-01-21 22:16:34 main:574] : INFO : Epoch 1652 | loss: 0.0311572 | val_loss: 0.031183 | Time: 2609.12 ms [2021-01-21 22:16:37 main:574] : INFO : Epoch 1653 | loss: 0.0311545 | val_loss: 0.0311835 | Time: 2631.62 ms [2021-01-21 22:16:39 main:574] : INFO : Epoch 1654 | loss: 0.0311541 | val_loss: 0.0311884 | Time: 2488.77 ms [2021-01-21 22:16:42 main:574] : INFO : Epoch 1655 | loss: 0.0311505 | val_loss: 0.0311959 | Time: 2518.27 ms [2021-01-21 22:16:44 main:574] : INFO : Epoch 1656 | loss: 0.0311531 | val_loss: 0.0311882 | Time: 2542.96 ms [2021-01-21 22:16:47 main:574] : INFO : Epoch 1657 | loss: 0.0311584 | val_loss: 0.0311899 | Time: 2565.26 ms [2021-01-21 22:16:50 main:574] : INFO : Epoch 1658 | loss: 0.0311575 | val_loss: 0.0311869 | Time: 2572.29 ms [2021-01-21 22:16:52 main:574] : INFO : Epoch 1659 | loss: 0.0311551 | val_loss: 0.0311911 | Time: 2554.06 ms [2021-01-21 22:16:55 main:574] : INFO : Epoch 1660 | loss: 0.0311556 | val_loss: 0.031185 | Time: 2570.55 ms [2021-01-21 22:16:57 main:574] : INFO : Epoch 1661 | loss: 0.0311553 | val_loss: 0.0311898 | Time: 2640.39 ms [2021-01-21 22:17:00 main:574] : INFO : Epoch 1662 | loss: 0.0311587 | val_loss: 0.0311876 | Time: 2617.96 ms [2021-01-21 22:17:03 main:574] : INFO : Epoch 1663 | loss: 0.0311648 | val_loss: 0.0311835 | Time: 2643.48 ms [2021-01-21 22:17:05 main:574] : INFO : Epoch 1664 | loss: 0.031168 | val_loss: 0.0311835 | Time: 2542.42 ms [2021-01-21 22:17:08 main:574] : INFO : Epoch 1665 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 2662.95 ms [2021-01-21 22:17:10 main:574] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311821 | Time: 2507.48 ms [2021-01-21 22:17:13 main:574] : INFO : Epoch 1667 | loss: 0.0311585 | val_loss: 0.0311867 | Time: 2553.13 ms [2021-01-21 22:17:16 main:574] : INFO : Epoch 1668 | loss: 0.0311548 | val_loss: 0.0311846 | Time: 2587.46 ms [2021-01-21 22:17:18 main:574] : INFO : Epoch 1669 | loss: 0.0311541 | val_loss: 0.031182 | Time: 2593.43 ms [2021-01-21 22:17:21 main:574] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.0311851 | Time: 2600.75 ms [2021-01-21 22:17:23 main:574] : INFO : Epoch 1671 | loss: 0.0311565 | val_loss: 0.0311902 | Time: 2473.73 ms [2021-01-21 22:17:26 main:574] : INFO : Epoch 1672 | loss: 0.0311573 | val_loss: 0.031195 | Time: 2538.76 ms [2021-01-21 22:17:29 main:574] : INFO : Epoch 1673 | loss: 0.0311532 | val_loss: 0.0311966 | Time: 2643.63 ms [2021-01-21 22:17:31 main:574] : INFO : Epoch 1674 | loss: 0.031159 | val_loss: 0.0311863 | Time: 2583.55 ms [2021-01-21 22:17:34 main:574] : INFO : Epoch 1675 | loss: 0.031162 | val_loss: 0.0311884 | Time: 2578.62 ms [2021-01-21 22:17:37 main:574] : INFO : Epoch 1676 | loss: 0.0311588 | val_loss: 0.0311839 | Time: 2562.14 ms [2021-01-21 22:17:39 main:574] : INFO : Epoch 1677 | loss: 0.0311584 | val_loss: 0.0311988 | Time: 2604.59 ms [2021-01-21 22:17:42 main:574] : INFO : Epoch 1678 | loss: 0.0311622 | val_loss: 0.0311861 | Time: 2582.25 ms [2021-01-21 22:17:45 main:574] : INFO : Epoch 1679 | loss: 0.0311562 | val_loss: 0.0311893 | Time: 2544.53 ms [2021-01-21 22:17:47 main:574] : INFO : Epoch 1680 | loss: 0.0311569 | val_loss: 0.031188 | Time: 2600.73 ms [2021-01-21 22:17:50 main:574] : INFO : Epoch 1681 | loss: 0.0311581 | val_loss: 0.0311956 | Time: 2607.58 ms [2021-01-21 22:17:52 main:574] : INFO : Epoch 1682 | loss: 0.0311547 | val_loss: 0.0312007 | Time: 2595.87 ms [2021-01-21 22:17:55 main:574] : INFO : Epoch 1683 | loss: 0.0311554 | val_loss: 0.031198 | Time: 2570.62 ms [2021-01-21 22:17:58 main:574] : INFO : Epoch 1684 | loss: 0.0311513 | val_loss: 0.0311904 | Time: 2588.68 ms [2021-01-21 22:18:00 main:574] : INFO : Epoch 1685 | loss: 0.0311513 | val_loss: 0.0311885 | Time: 2536.21 ms [2021-01-21 22:18:03 main:574] : INFO : Epoch 1686 | loss: 0.0311523 | val_loss: 0.0311903 | Time: 2516.43 ms [2021-01-21 22:18:05 main:574] : INFO : Epoch 1687 | loss: 0.0311531 | val_loss: 0.031186 | Time: 2536.9 ms [2021-01-21 22:18:08 main:574] : INFO : Epoch 1688 | loss: 0.0311517 | val_loss: 0.0311887 | Time: 2582.73 ms [2021-01-21 22:18:11 main:574] : INFO : Epoch 1689 | loss: 0.0311523 | val_loss: 0.0311871 | Time: 2580.09 ms [2021-01-21 22:18:13 main:574] : INFO : Epoch 1690 | loss: 0.0311555 | val_loss: 0.031186 | Time: 2630.16 ms [2021-01-21 22:18:16 main:574] : INFO : Epoch 1691 | loss: 0.0311558 | val_loss: 0.0311871 | Time: 2599.45 ms [2021-01-21 22:18:19 main:574] : INFO : Epoch 1692 | loss: 0.0311577 | val_loss: 0.0311847 | Time: 2642.93 ms [2021-01-21 22:18:21 main:574] : INFO : Epoch 1693 | loss: 0.0311595 | val_loss: 0.0311934 | Time: 2604.68 ms [2021-01-21 22:18:24 main:574] : INFO : Epoch 1694 | loss: 0.0311601 | val_loss: 0.0311906 | Time: 2614.02 ms [2021-01-21 22:18:27 main:574] : INFO : Epoch 1695 | loss: 0.0311559 | val_loss: 0.0311914 | Time: 2591.63 ms [2021-01-21 22:18:29 main:574] : INFO : Epoch 1696 | loss: 0.0311554 | val_loss: 0.0311993 | Time: 2599.97 ms [2021-01-21 22:18:32 main:574] : INFO : Epoch 1697 | loss: 0.0311523 | val_loss: 0.0311908 | Time: 2655.5 ms [2021-01-21 22:18:35 main:574] : INFO : Epoch 1698 | loss: 0.0311486 | val_loss: 0.0311919 | Time: 2609.8 ms [2021-01-21 22:18:37 main:574] : INFO : Epoch 1699 | loss: 0.0311476 | val_loss: 0.0311922 | Time: 2593.59 ms [2021-01-21 22:18:40 main:574] : INFO : Epoch 1700 | loss: 0.0311467 | val_loss: 0.0311906 | Time: 2685.38 ms [2021-01-21 22:18:42 main:574] : INFO : Epoch 1701 | loss: 0.0311457 | val_loss: 0.0311929 | Time: 2598.15 ms [2021-01-21 22:18:45 main:574] : INFO : Epoch 1702 | loss: 0.031145 | val_loss: 0.0311943 | Time: 2627.71 ms [2021-01-21 22:18:48 main:574] : INFO : Epoch 1703 | loss: 0.0311474 | val_loss: 0.0311886 | Time: 2634.57 ms [2021-01-21 22:18:50 main:574] : INFO : Epoch 1704 | loss: 0.0311524 | val_loss: 0.0311856 | Time: 2639 ms [2021-01-21 22:18:53 main:574] : INFO : Epoch 1705 | loss: 0.0311488 | val_loss: 0.031196 | Time: 2676.33 ms [2021-01-21 22:18:56 main:574] : INFO : Epoch 1706 | loss: 0.0311499 | val_loss: 0.0311909 | Time: 2602.31 ms [2021-01-21 22:18:58 main:574] : INFO : Epoch 1707 | loss: 0.0311488 | val_loss: 0.0311899 | Time: 2534.89 ms [2021-01-21 22:19:01 main:574] : INFO : Epoch 1708 | loss: 0.0311467 | val_loss: 0.0311846 | Time: 2587.02 ms [2021-01-21 22:19:04 main:574] : INFO : Epoch 1709 | loss: 0.0311462 | val_loss: 0.0311917 | Time: 2540.24 ms [2021-01-21 22:19:06 main:574] : INFO : Epoch 1710 | loss: 0.0311501 | val_loss: 0.0311932 | Time: 2543.02 ms [2021-01-21 22:19:09 main:574] : INFO : Epoch 1711 | loss: 0.03115 | val_loss: 0.0311887 | Time: 2584.74 ms [2021-01-21 22:19:11 main:574] : INFO : Epoch 1712 | loss: 0.0311519 | val_loss: 0.0312062 | Time: 2558.04 ms [2021-01-21 22:19:14 main:574] : INFO : Epoch 1713 | loss: 0.0311502 | val_loss: 0.0311851 | Time: 2479.33 ms [2021-01-21 22:19:17 main:574] : INFO : Epoch 1714 | loss: 0.0311506 | val_loss: 0.0311941 | Time: 2599.66 ms [2021-01-21 22:19:19 main:574] : INFO : Epoch 1715 | loss: 0.0311514 | val_loss: 0.0311963 | Time: 2664.79 ms [2021-01-21 22:19:22 main:574] : INFO : Epoch 1716 | loss: 0.0311487 | val_loss: 0.0311922 | Time: 2552.28 ms [2021-01-21 22:19:24 main:574] : INFO : Epoch 1717 | loss: 0.0311519 | val_loss: 0.0311968 | Time: 2546.01 ms [2021-01-21 22:19:27 main:574] : INFO : Epoch 1718 | loss: 0.0311488 | val_loss: 0.0311924 | Time: 2612.44 ms [2021-01-21 22:19:30 main:574] : INFO : Epoch 1719 | loss: 0.0311494 | val_loss: 0.0311931 | Time: 2544.1 ms [2021-01-21 22:19:32 main:574] : INFO : Epoch 1720 | loss: 0.0311656 | val_loss: 0.0311848 | Time: 2569.24 ms [2021-01-21 22:19:35 main:574] : INFO : Epoch 1721 | loss: 0.0311636 | val_loss: 0.0311816 | Time: 2503.71 ms [2021-01-21 22:19:37 main:574] : INFO : Epoch 1722 | loss: 0.0311606 | val_loss: 0.0311815 | Time: 2531.67 ms [2021-01-21 22:19:40 main:574] : INFO : Epoch 1723 | loss: 0.0311574 | val_loss: 0.0311865 | Time: 2535.55 ms [2021-01-21 22:19:43 main:574] : INFO : Epoch 1724 | loss: 0.0311565 | val_loss: 0.0311877 | Time: 2563.86 ms [2021-01-21 22:19:45 main:574] : INFO : Epoch 1725 | loss: 0.0311534 | val_loss: 0.0311887 | Time: 2583.05 ms [2021-01-21 22:19:48 main:574] : INFO : Epoch 1726 | loss: 0.031153 | val_loss: 0.0311861 | Time: 2594.44 ms [2021-01-21 22:19:51 main:574] : INFO : Epoch 1727 | loss: 0.0311501 | val_loss: 0.0311943 | Time: 2519.41 ms [2021-01-21 22:19:53 main:574] : INFO : Epoch 1728 | loss: 0.0311533 | val_loss: 0.0311863 | Time: 2598.27 ms [2021-01-21 22:19:56 main:574] : INFO : Epoch 1729 | loss: 0.0311513 | val_loss: 0.0311976 | Time: 2614.9 ms [2021-01-21 22:19:58 main:574] : INFO : Epoch 1730 | loss: 0.0311492 | val_loss: 0.0311972 | Time: 2509.96 ms [2021-01-21 22:20:01 main:574] : INFO : Epoch 1731 | loss: 0.03115 | val_loss: 0.0311946 | Time: 2509.44 ms [2021-01-21 22:20:04 main:574] : INFO : Epoch 1732 | loss: 0.0311562 | val_loss: 0.0312073 | Time: 2556.44 ms [2021-01-21 22:20:06 main:574] : INFO : Epoch 1733 | loss: 0.0311507 | val_loss: 0.0311916 | Time: 2550.28 ms [2021-01-21 22:20:09 main:574] : INFO : Epoch 1734 | loss: 0.0311432 | val_loss: 0.0311899 | Time: 2568.24 ms [2021-01-21 22:20:11 main:574] : INFO : Epoch 1735 | loss: 0.0311449 | val_loss: 0.0311987 | Time: 2553.16 ms [2021-01-21 22:20:14 main:574] : INFO : Epoch 1736 | loss: 0.0311428 | val_loss: 0.03119 | Time: 2632.77 ms [2021-01-21 22:20:17 main:574] : INFO : Epoch 1737 | loss: 0.031146 | val_loss: 0.031192 | Time: 2511.73 ms [2021-01-21 22:20:19 main:574] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.031191 | Time: 2542.13 ms [2021-01-21 22:20:22 main:574] : INFO : Epoch 1739 | loss: 0.0311505 | val_loss: 0.0311976 | Time: 2568.68 ms [2021-01-21 22:20:24 main:574] : INFO : Epoch 1740 | loss: 0.0311523 | val_loss: 0.0311874 | Time: 2496.43 ms [2021-01-21 22:20:27 main:574] : INFO : Epoch 1741 | loss: 0.0311576 | val_loss: 0.0311892 | Time: 2567.29 ms [2021-01-21 22:20:30 main:574] : INFO : Epoch 1742 | loss: 0.0311576 | val_loss: 0.0311879 | Time: 2543.32 ms [2021-01-21 22:20:32 main:574] : INFO : Epoch 1743 | loss: 0.0311589 | val_loss: 0.031189 | Time: 2520.06 ms [2021-01-21 22:20:35 main:574] : INFO : Epoch 1744 | loss: 0.0311642 | val_loss: 0.031185 | Time: 2468.87 ms [2021-01-21 22:20:37 main:574] : INFO : Epoch 1745 | loss: 0.0311607 | val_loss: 0.0311919 | Time: 2572.97 ms [2021-01-21 22:20:40 main:574] : INFO : Epoch 1746 | loss: 0.0311597 | val_loss: 0.0311941 | Time: 2505.2 ms [2021-01-21 22:20:43 main:574] : INFO : Epoch 1747 | loss: 0.0311579 | val_loss: 0.0311992 | Time: 2561.13 ms [2021-01-21 22:20:45 main:574] : INFO : Epoch 1748 | loss: 0.0311614 | val_loss: 0.0311862 | Time: 2564.8 ms [2021-01-21 22:20:48 main:574] : INFO : Epoch 1749 | loss: 0.0311546 | val_loss: 0.0311887 | Time: 2584.74 ms [2021-01-21 22:20:50 main:574] : INFO : Epoch 1750 | loss: 0.0311545 | val_loss: 0.0312003 | Time: 2517.18 ms [2021-01-21 22:20:53 main:574] : INFO : Epoch 1751 | loss: 0.0311536 | val_loss: 0.0311851 | Time: 2527.58 ms [2021-01-21 22:20:56 main:574] : INFO : Epoch 1752 | loss: 0.0311511 | val_loss: 0.0311893 | Time: 2544.26 ms [2021-01-21 22:20:58 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311907 | Time: 2566.61 ms [2021-01-21 22:21:01 main:574] : INFO : Epoch 1754 | loss: 0.0311471 | val_loss: 0.0311964 | Time: 2526.29 ms [2021-01-21 22:21:03 main:574] : INFO : Epoch 1755 | loss: 0.0311471 | val_loss: 0.0311905 | Time: 2548.58 ms [2021-01-21 22:21:06 main:574] : INFO : Epoch 1756 | loss: 0.0311469 | val_loss: 0.0311887 | Time: 2526.94 ms [2021-01-21 22:21:09 main:574] : INFO : Epoch 1757 | loss: 0.0311444 | val_loss: 0.0311965 | Time: 2567.07 ms [2021-01-21 22:21:11 main:574] : INFO : Epoch 1758 | loss: 0.0311454 | val_loss: 0.0311941 | Time: 2561.45 ms [2021-01-21 22:21:14 main:574] : INFO : Epoch 1759 | loss: 0.0311532 | val_loss: 0.031206 | Time: 2582.77 ms [2021-01-21 22:21:16 main:574] : INFO : Epoch 1760 | loss: 0.0311558 | val_loss: 0.0311933 | Time: 2587.72 ms [2021-01-21 22:21:19 main:574] : INFO : Epoch 1761 | loss: 0.0311488 | val_loss: 0.0311976 | Time: 2436.44 ms [2021-01-21 22:21:21 main:574] : INFO : Epoch 1762 | loss: 0.0311526 | val_loss: 0.0311947 | Time: 2498.16 ms [2021-01-21 22:21:24 main:574] : INFO : Epoch 1763 | loss: 0.0311545 | val_loss: 0.0312002 | Time: 2518.17 ms [2021-01-21 22:21:27 main:574] : INFO : Epoch 1764 | loss: 0.0311537 | val_loss: 0.0312168 | Time: 2487.77 ms [2021-01-21 22:21:29 main:574] : INFO : Epoch 1765 | loss: 0.0311501 | val_loss: 0.0312001 | Time: 2598.96 ms [2021-01-21 22:21:32 main:574] : INFO : Epoch 1766 | loss: 0.0311435 | val_loss: 0.0311917 | Time: 2511.49 ms [2021-01-21 22:21:34 main:574] : INFO : Epoch 1767 | loss: 0.0311435 | val_loss: 0.0311891 | Time: 2573.78 ms [2021-01-21 22:21:37 main:574] : INFO : Epoch 1768 | loss: 0.0311453 | val_loss: 0.0312056 | Time: 2541.66 ms [2021-01-21 22:21:39 main:574] : INFO : Epoch 1769 | loss: 0.0311479 | val_loss: 0.0311897 | Time: 2501.97 ms [2021-01-21 22:21:42 main:574] : INFO : Epoch 1770 | loss: 0.0311459 | val_loss: 0.0311947 | Time: 2503.72 ms [2021-01-21 22:21:45 main:574] : INFO : Epoch 1771 | loss: 0.031146 | val_loss: 0.0312032 | Time: 2584.14 ms [2021-01-21 22:21:47 main:574] : INFO : Epoch 1772 | loss: 0.0311495 | val_loss: 0.0312006 | Time: 2600.72 ms [2021-01-21 22:21:50 main:574] : INFO : Epoch 1773 | loss: 0.0311525 | val_loss: 0.0311993 | Time: 2558.09 ms [2021-01-21 22:21:52 main:574] : INFO : Epoch 1774 | loss: 0.0311522 | val_loss: 0.0311908 | Time: 2556.37 ms [2021-01-21 22:21:55 main:574] : INFO : Epoch 1775 | loss: 0.0311499 | val_loss: 0.0312006 | Time: 2549.83 ms [2021-01-21 22:21:58 main:574] : INFO : Epoch 1776 | loss: 0.0311495 | val_loss: 0.0311946 | Time: 2539.9 ms [2021-01-21 22:22:00 main:574] : INFO : Epoch 1777 | loss: 0.0311487 | val_loss: 0.0311926 | Time: 2583.59 ms [2021-01-21 22:22:03 main:574] : INFO : Epoch 1778 | loss: 0.0311451 | val_loss: 0.0311972 | Time: 2522.33 ms [2021-01-21 22:22:05 main:574] : INFO : Epoch 1779 | loss: 0.0311449 | val_loss: 0.0312084 | Time: 2562.67 ms [2021-01-21 22:22:08 main:574] : INFO : Epoch 1780 | loss: 0.031144 | val_loss: 0.0311917 | Time: 2584.8 ms [2021-01-21 22:22:11 main:574] : INFO : Epoch 1781 | loss: 0.0311499 | val_loss: 0.0311946 | Time: 2426.58 ms [2021-01-21 22:22:13 main:574] : INFO : Epoch 1782 | loss: 0.0311519 | val_loss: 0.0311975 | Time: 2517.96 ms [2021-01-21 22:22:16 main:574] : INFO : Epoch 1783 | loss: 0.0311506 | val_loss: 0.0311912 | Time: 2535.61 ms [2021-01-21 22:22:18 main:574] : INFO : Epoch 1784 | loss: 0.0311478 | val_loss: 0.031194 | Time: 2493.5 ms [2021-01-21 22:22:21 main:574] : INFO : Epoch 1785 | loss: 0.0311506 | val_loss: 0.031197 | Time: 2469.54 ms [2021-01-21 22:22:23 main:574] : INFO : Epoch 1786 | loss: 0.0311471 | val_loss: 0.031209 | Time: 2504.02 ms [2021-01-21 22:22:26 main:574] : INFO : Epoch 1787 | loss: 0.0311544 | val_loss: 0.0312037 | Time: 2580.9 ms [2021-01-21 22:22:29 main:574] : INFO : Epoch 1788 | loss: 0.0311544 | val_loss: 0.0312031 | Time: 2586.11 ms [2021-01-21 22:22:31 main:574] : INFO : Epoch 1789 | loss: 0.0311517 | val_loss: 0.0311916 | Time: 2563.99 ms [2021-01-21 22:22:34 main:574] : INFO : Epoch 1790 | loss: 0.0311558 | val_loss: 0.0311912 | Time: 2556.58 ms [2021-01-21 22:22:36 main:574] : INFO : Epoch 1791 | loss: 0.0311569 | val_loss: 0.0311976 | Time: 2526.46 ms [2021-01-21 22:22:39 main:574] : INFO : Epoch 1792 | loss: 0.0311552 | val_loss: 0.0311906 | Time: 2567.11 ms [2021-01-21 22:22:42 main:574] : INFO : Epoch 1793 | loss: 0.0311496 | val_loss: 0.0312007 | Time: 2568.76 ms [2021-01-21 22:22:44 main:574] : INFO : Epoch 1794 | loss: 0.0311487 | val_loss: 0.0311897 | Time: 2562.94 ms [2021-01-21 22:22:47 main:574] : INFO : Epoch 1795 | loss: 0.0311469 | val_loss: 0.0311877 | Time: 2615.46 ms [2021-01-21 22:22:49 main:574] : INFO : Epoch 1796 | loss: 0.0311473 | val_loss: 0.0311871 | Time: 2545.54 ms [2021-01-21 22:22:52 main:574] : INFO : Epoch 1797 | loss: 0.0311481 | val_loss: 0.0311887 | Time: 2536.76 ms [2021-01-21 22:22:55 main:574] : INFO : Epoch 1798 | loss: 0.0311493 | val_loss: 0.0311916 | Time: 2515.44 ms [2021-01-21 22:22:57 main:574] : INFO : Epoch 1799 | loss: 0.0311475 | val_loss: 0.0311878 | Time: 2573.09 ms [2021-01-21 22:23:00 main:574] : INFO : Epoch 1800 | loss: 0.0311462 | val_loss: 0.0311942 | Time: 2562.35 ms [2021-01-21 22:23:02 main:574] : INFO : Epoch 1801 | loss: 0.0311472 | val_loss: 0.0311931 | Time: 2548.24 ms [2021-01-21 22:23:05 main:574] : INFO : Epoch 1802 | loss: 0.0311512 | val_loss: 0.0311895 | Time: 2639.44 ms [2021-01-21 22:23:08 main:574] : INFO : Epoch 1803 | loss: 0.031147 | val_loss: 0.0311965 | Time: 2594.31 ms [2021-01-21 22:23:10 main:574] : INFO : Epoch 1804 | loss: 0.0311457 | val_loss: 0.0311982 | Time: 2616.19 ms [2021-01-21 22:23:13 main:574] : INFO : Epoch 1805 | loss: 0.0311569 | val_loss: 0.0311907 | Time: 2608.7 ms [2021-01-21 22:23:16 main:574] : INFO : Epoch 1806 | loss: 0.0311591 | val_loss: 0.0311868 | Time: 2633.4 ms [2021-01-21 22:23:18 main:574] : INFO : Epoch 1807 | loss: 0.031158 | val_loss: 0.0311877 | Time: 2568.11 ms [2021-01-21 22:23:21 main:574] : INFO : Epoch 1808 | loss: 0.0311548 | val_loss: 0.0311901 | Time: 2303.22 ms [2021-01-21 22:23:23 main:574] : INFO : Epoch 1809 | loss: 0.0311528 | val_loss: 0.0311882 | Time: 2505.74 ms [2021-01-21 22:23:26 main:574] : INFO : Epoch 1810 | loss: 0.0311533 | val_loss: 0.0311902 | Time: 2502.5 ms [2021-01-21 22:23:28 main:574] : INFO : Epoch 1811 | loss: 0.0311486 | val_loss: 0.0311939 | Time: 2530.46 ms [2021-01-21 22:23:31 main:574] : INFO : Epoch 1812 | loss: 0.0311484 | val_loss: 0.03119 | Time: 2389.32 ms [2021-01-21 22:23:33 main:574] : INFO : Epoch 1813 | loss: 0.0311493 | val_loss: 0.0311848 | Time: 2513.17 ms [2021-01-21 22:23:36 main:574] : INFO : Epoch 1814 | loss: 0.0311508 | val_loss: 0.0311911 | Time: 2426.35 ms [2021-01-21 22:23:38 main:574] : INFO : Epoch 1815 | loss: 0.0311488 | val_loss: 0.031188 | Time: 2439.64 ms [2021-01-21 22:23:41 main:574] : INFO : Epoch 1816 | loss: 0.0311489 | val_loss: 0.0311975 | Time: 2562 ms [2021-01-21 22:23:43 main:574] : INFO : Epoch 1817 | loss: 0.0311505 | val_loss: 0.0311906 | Time: 2483.41 ms [2021-01-21 22:23:46 main:574] : INFO : Epoch 1818 | loss: 0.0311491 | val_loss: 0.0311881 | Time: 2560.57 ms [2021-01-21 22:23:49 main:574] : INFO : Epoch 1819 | loss: 0.0311474 | val_loss: 0.031188 | Time: 2518.23 ms [2021-01-21 22:23:51 main:574] : INFO : Epoch 1820 | loss: 0.0311462 | val_loss: 0.0311961 | Time: 2513.31 ms [2021-01-21 22:23:54 main:574] : INFO : Epoch 1821 | loss: 0.0311488 | val_loss: 0.0311936 | Time: 2552.9 ms [2021-01-21 22:23:56 main:574] : INFO : Epoch 1822 | loss: 0.0311464 | val_loss: 0.0311963 | Time: 2576.16 ms [2021-01-21 22:23:59 main:574] : INFO : Epoch 1823 | loss: 0.0311464 | val_loss: 0.0311957 | Time: 2593.79 ms [2021-01-21 22:24:02 main:574] : INFO : Epoch 1824 | loss: 0.0311543 | val_loss: 0.0311959 | Time: 2510.83 ms [2021-01-21 22:24:04 main:574] : INFO : Epoch 1825 | loss: 0.0311632 | val_loss: 0.0311842 | Time: 2620.32 ms [2021-01-21 22:24:07 main:574] : INFO : Epoch 1826 | loss: 0.0311637 | val_loss: 0.031184 | Time: 2546.37 ms [2021-01-21 22:24:10 main:574] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311817 | Time: 2470.16 ms [2021-01-21 22:24:12 main:574] : INFO : Epoch 1828 | loss: 0.0311532 | val_loss: 0.0311869 | Time: 2476.92 ms [2021-01-21 22:24:15 main:574] : INFO : Epoch 1829 | loss: 0.0311504 | val_loss: 0.0311857 | Time: 2543.2 ms [2021-01-21 22:24:17 main:574] : INFO : Epoch 1830 | loss: 0.0311509 | val_loss: 0.0311926 | Time: 2590.72 ms [2021-01-21 22:24:20 main:574] : INFO : Epoch 1831 | loss: 0.031151 | val_loss: 0.031189 | Time: 2545.89 ms [2021-01-21 22:24:22 main:574] : INFO : Epoch 1832 | loss: 0.0311451 | val_loss: 0.0311866 | Time: 2516.57 ms [2021-01-21 22:24:25 main:574] : INFO : Epoch 1833 | loss: 0.0311443 | val_loss: 0.0311908 | Time: 2505.14 ms [2021-01-21 22:24:28 main:574] : INFO : Epoch 1834 | loss: 0.0311453 | val_loss: 0.0311912 | Time: 2532.27 ms [2021-01-21 22:24:30 main:574] : INFO : Epoch 1835 | loss: 0.0311506 | val_loss: 0.0311912 | Time: 2629.73 ms [2021-01-21 22:24:33 main:574] : INFO : Epoch 1836 | loss: 0.0311809 | val_loss: 0.0311998 | Time: 2498.74 ms [2021-01-21 22:24:35 main:574] : INFO : Epoch 1837 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 2540.09 ms [2021-01-21 22:24:38 main:574] : INFO : Epoch 1838 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 2446.23 ms [2021-01-21 22:24:40 main:574] : INFO : Epoch 1839 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 2577.39 ms [2021-01-21 22:24:43 main:574] : INFO : Epoch 1840 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2599.56 ms [2021-01-21 22:24:46 main:574] : INFO : Epoch 1841 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 2571.63 ms [2021-01-21 22:24:48 main:574] : INFO : Epoch 1842 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 2690.74 ms [2021-01-21 22:24:51 main:574] : INFO : Epoch 1843 | loss: 0.0311702 | val_loss: 0.031179 | Time: 2597.6 ms [2021-01-21 22:24:54 main:574] : INFO : Epoch 1844 | loss: 0.0311708 | val_loss: 0.0311839 | Time: 2546.04 ms [2021-01-21 22:24:56 main:574] : INFO : Epoch 1845 | loss: 0.031167 | val_loss: 0.0311807 | Time: 2539.63 ms [2021-01-21 22:24:59 main:574] : INFO : Epoch 1846 | loss: 0.031165 | val_loss: 0.0311767 | Time: 2572.74 ms [2021-01-21 22:25:02 main:574] : INFO : Epoch 1847 | loss: 0.0311615 | val_loss: 0.031176 | Time: 2495.1 ms [2021-01-21 22:25:04 main:574] : INFO : Epoch 1848 | loss: 0.0311615 | val_loss: 0.0311764 | Time: 2526.74 ms [2021-01-21 22:25:07 main:574] : INFO : Epoch 1849 | loss: 0.0311656 | val_loss: 0.031179 | Time: 2493.25 ms [2021-01-21 22:25:09 main:574] : INFO : Epoch 1850 | loss: 0.0311608 | val_loss: 0.0311773 | Time: 2510.39 ms [2021-01-21 22:25:12 main:574] : INFO : Epoch 1851 | loss: 0.0311628 | val_loss: 0.031187 | Time: 2511.96 ms [2021-01-21 22:25:14 main:574] : INFO : Epoch 1852 | loss: 0.0311617 | val_loss: 0.0311759 | Time: 2533.04 ms [2021-01-21 22:25:17 main:574] : INFO : Epoch 1853 | loss: 0.0311581 | val_loss: 0.0311786 | Time: 2492.82 ms [2021-01-21 22:25:19 main:574] : INFO : Epoch 1854 | loss: 0.0311564 | val_loss: 0.0311769 | Time: 2507.38 ms [2021-01-21 22:25:22 main:574] : INFO : Epoch 1855 | loss: 0.031157 | val_loss: 0.0311787 | Time: 2516.27 ms [2021-01-21 22:25:25 main:574] : INFO : Epoch 1856 | loss: 0.0311563 | val_loss: 0.0311768 | Time: 2580.15 ms [2021-01-21 22:25:27 main:574] : INFO : Epoch 1857 | loss: 0.0311602 | val_loss: 0.031183 | Time: 2583.45 ms [2021-01-21 22:25:30 main:574] : INFO : Epoch 1858 | loss: 0.0311577 | val_loss: 0.031178 | Time: 2610.49 ms [2021-01-21 22:25:32 main:574] : INFO : Epoch 1859 | loss: 0.0311557 | val_loss: 0.0311766 | Time: 2542.15 ms [2021-01-21 22:25:35 main:574] : INFO : Epoch 1860 | loss: 0.0311563 | val_loss: 0.0311756 | Time: 2533.41 ms [2021-01-21 22:25:38 main:574] : INFO : Epoch 1861 | loss: 0.0311551 | val_loss: 0.0311775 | Time: 2574.08 ms [2021-01-21 22:25:40 main:574] : INFO : Epoch 1862 | loss: 0.0311543 | val_loss: 0.0311782 | Time: 2523.53 ms [2021-01-21 22:25:43 main:574] : INFO : Epoch 1863 | loss: 0.0311551 | val_loss: 0.0311824 | Time: 2579.02 ms [2021-01-21 22:25:45 main:574] : INFO : Epoch 1864 | loss: 0.0311569 | val_loss: 0.031183 | Time: 2604.17 ms [2021-01-21 22:25:48 main:574] : INFO : Epoch 1865 | loss: 0.0311544 | val_loss: 0.0311793 | Time: 2605.89 ms [2021-01-21 22:25:51 main:574] : INFO : Epoch 1866 | loss: 0.031154 | val_loss: 0.0311771 | Time: 2654.77 ms [2021-01-21 22:25:53 main:574] : INFO : Epoch 1867 | loss: 0.0311536 | val_loss: 0.0311772 | Time: 2616.09 ms [2021-01-21 22:25:56 main:574] : INFO : Epoch 1868 | loss: 0.0311523 | val_loss: 0.0311787 | Time: 2537.33 ms [2021-01-21 22:25:59 main:574] : INFO : Epoch 1869 | loss: 0.0311508 | val_loss: 0.0311846 | Time: 2537.97 ms [2021-01-21 22:26:01 main:574] : INFO : Epoch 1870 | loss: 0.0311531 | val_loss: 0.0311827 | Time: 2604.06 ms [2021-01-21 22:26:04 main:574] : INFO : Epoch 1871 | loss: 0.0311599 | val_loss: 0.0311862 | Time: 2610.5 ms [2021-01-21 22:26:06 main:574] : INFO : Epoch 1872 | loss: 0.031163 | val_loss: 0.0311787 | Time: 2518.9 ms [2021-01-21 22:26:09 main:574] : INFO : Epoch 1873 | loss: 0.0311617 | val_loss: 0.0311784 | Time: 2588.79 ms [2021-01-21 22:26:12 main:574] : INFO : Epoch 1874 | loss: 0.0311597 | val_loss: 0.0311791 | Time: 2537.96 ms [2021-01-21 22:26:14 main:574] : INFO : Epoch 1875 | loss: 0.0311589 | val_loss: 0.0311812 | Time: 2455.34 ms [2021-01-21 22:26:17 main:574] : INFO : Epoch 1876 | loss: 0.0311686 | val_loss: 0.0312049 | Time: 2529.27 ms [2021-01-21 22:26:19 main:574] : INFO : Epoch 1877 | loss: 0.0311794 | val_loss: 0.0311896 | Time: 2531.83 ms [2021-01-21 22:26:22 main:574] : INFO : Epoch 1878 | loss: 0.0316411 | val_loss: 0.0338581 | Time: 2622.21 ms [2021-01-21 22:26:25 main:574] : INFO : Epoch 1879 | loss: 0.0326031 | val_loss: 0.0316001 | Time: 2558.33 ms [2021-01-21 22:26:27 main:574] : INFO : Epoch 1880 | loss: 0.0314477 | val_loss: 0.0313284 | Time: 2569.55 ms [2021-01-21 22:26:30 main:574] : INFO : Epoch 1881 | loss: 0.0312783 | val_loss: 0.0312581 | Time: 2539.38 ms [2021-01-21 22:26:32 main:574] : INFO : Epoch 1882 | loss: 0.0312405 | val_loss: 0.0312319 | Time: 2473.5 ms [2021-01-21 22:26:35 main:574] : INFO : Epoch 1883 | loss: 0.0312256 | val_loss: 0.0312231 | Time: 2508.35 ms [2021-01-21 22:26:37 main:574] : INFO : Epoch 1884 | loss: 0.0312127 | val_loss: 0.0312096 | Time: 2540.73 ms [2021-01-21 22:26:40 main:574] : INFO : Epoch 1885 | loss: 0.0312105 | val_loss: 0.0312047 | Time: 2532.23 ms [2021-01-21 22:26:43 main:574] : INFO : Epoch 1886 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 2560.84 ms [2021-01-21 22:26:45 main:574] : INFO : Epoch 1887 | loss: 0.0312058 | val_loss: 0.0312026 | Time: 2473.1 ms [2021-01-21 22:26:48 main:574] : INFO : Epoch 1888 | loss: 0.0312046 | val_loss: 0.0312029 | Time: 2545.21 ms [2021-01-21 22:26:50 main:574] : INFO : Epoch 1889 | loss: 0.0312018 | val_loss: 0.0311977 | Time: 2515.03 ms [2021-01-21 22:26:53 main:574] : INFO : Epoch 1890 | loss: 0.0311934 | val_loss: 0.0311999 | Time: 2519.63 ms [2021-01-21 22:26:56 main:574] : INFO : Epoch 1891 | loss: 0.031193 | val_loss: 0.0312189 | Time: 2533.57 ms [2021-01-21 22:26:58 main:574] : INFO : Epoch 1892 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 2556.03 ms [2021-01-21 22:27:01 main:574] : INFO : Epoch 1893 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 2538.74 ms [2021-01-21 22:27:03 main:574] : INFO : Epoch 1894 | loss: 0.03119 | val_loss: 0.0312107 | Time: 2558.38 ms [2021-01-21 22:27:07 main:574] : INFO : Epoch 1895 | loss: 0.0311886 | val_loss: 0.0311953 | Time: 3328.67 ms [2021-01-21 22:27:09 main:574] : INFO : Epoch 1896 | loss: 0.0311855 | val_loss: 0.0312021 | Time: 2561.89 ms [2021-01-21 22:27:12 main:574] : INFO : Epoch 1897 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 2532.96 ms [2021-01-21 22:27:15 main:574] : INFO : Epoch 1898 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 2570.27 ms [2021-01-21 22:27:17 main:574] : INFO : Epoch 1899 | loss: 0.0311639 | val_loss: 0.031179 | Time: 2536.32 ms [2021-01-21 22:27:20 main:574] : INFO : Epoch 1900 | loss: 0.0311629 | val_loss: 0.0311822 | Time: 2550.91 ms [2021-01-21 22:27:22 main:574] : INFO : Epoch 1901 | loss: 0.0311564 | val_loss: 0.0311884 | Time: 2537.95 ms [2021-01-21 22:27:25 main:574] : INFO : Epoch 1902 | loss: 0.0311566 | val_loss: 0.0311791 | Time: 2575.69 ms [2021-01-21 22:27:28 main:574] : INFO : Epoch 1903 | loss: 0.0311552 | val_loss: 0.0311794 | Time: 2522.79 ms [2021-01-21 22:27:30 main:574] : INFO : Epoch 1904 | loss: 0.0311553 | val_loss: 0.031182 | Time: 2549.65 ms [2021-01-21 22:27:33 main:574] : INFO : Epoch 1905 | loss: 0.0311556 | val_loss: 0.0311814 | Time: 2569.04 ms [2021-01-21 22:27:35 main:574] : INFO : Epoch 1906 | loss: 0.0311557 | val_loss: 0.0311834 | Time: 2513.34 ms [2021-01-21 22:27:38 main:574] : INFO : Epoch 1907 | loss: 0.0311524 | val_loss: 0.0311772 | Time: 2535.56 ms [2021-01-21 22:27:41 main:574] : INFO : Epoch 1908 | loss: 0.0311524 | val_loss: 0.0311775 | Time: 2503.29 ms [2021-01-21 22:27:43 main:574] : INFO : Epoch 1909 | loss: 0.0311527 | val_loss: 0.0311857 | Time: 2525.15 ms [2021-01-21 22:27:46 main:574] : INFO : Epoch 1910 | loss: 0.0311546 | val_loss: 0.0311775 | Time: 2545.41 ms [2021-01-21 22:27:48 main:574] : INFO : Epoch 1911 | loss: 0.031152 | val_loss: 0.0311776 | Time: 2428.23 ms [2021-01-21 22:27:51 main:574] : INFO : Epoch 1912 | loss: 0.0311553 | val_loss: 0.0311795 | Time: 2552.79 ms [2021-01-21 22:27:53 main:574] : INFO : Epoch 1913 | loss: 0.0311566 | val_loss: 0.0311772 | Time: 2529.87 ms [2021-01-21 22:27:56 main:574] : INFO : Epoch 1914 | loss: 0.0311638 | val_loss: 0.031181 | Time: 2559.35 ms [2021-01-21 22:27:59 main:574] : INFO : Epoch 1915 | loss: 0.0311659 | val_loss: 0.031177 | Time: 2476.11 ms [2021-01-21 22:28:01 main:574] : INFO : Epoch 1916 | loss: 0.0311615 | val_loss: 0.0311772 | Time: 2597.34 ms [2021-01-21 22:28:04 main:574] : INFO : Epoch 1917 | loss: 0.0311613 | val_loss: 0.0311893 | Time: 2645.61 ms [2021-01-21 22:28:07 main:574] : INFO : Epoch 1918 | loss: 0.0311617 | val_loss: 0.0311912 | Time: 2612.61 ms [2021-01-21 22:28:09 main:574] : INFO : Epoch 1919 | loss: 0.0311598 | val_loss: 0.0311764 | Time: 2590.67 ms [2021-01-21 22:28:12 main:574] : INFO : Epoch 1920 | loss: 0.0311653 | val_loss: 0.0311804 | Time: 2490.6 ms [2021-01-21 22:28:14 main:574] : INFO : Epoch 1921 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 2613.74 ms [2021-01-21 22:28:17 main:574] : INFO : Epoch 1922 | loss: 0.0311661 | val_loss: 0.0311796 | Time: 2567.79 ms [2021-01-21 22:28:20 main:574] : INFO : Epoch 1923 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 2604.84 ms [2021-01-21 22:28:22 main:574] : INFO : Epoch 1924 | loss: 0.0311593 | val_loss: 0.0311775 | Time: 2522 ms [2021-01-21 22:28:25 main:574] : INFO : Epoch 1925 | loss: 0.0311595 | val_loss: 0.031177 | Time: 2627.4 ms [2021-01-21 22:28:28 main:574] : INFO : Epoch 1926 | loss: 0.0311547 | val_loss: 0.0311787 | Time: 2581.41 ms [2021-01-21 22:28:30 main:574] : INFO : Epoch 1927 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 2594.57 ms [2021-01-21 22:28:33 main:574] : INFO : Epoch 1928 | loss: 0.031169 | val_loss: 0.0311778 | Time: 2547.66 ms [2021-01-21 22:28:36 main:574] : INFO : Epoch 1929 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 2490.5 ms [2021-01-21 22:28:38 main:574] : INFO : Epoch 1930 | loss: 0.0311622 | val_loss: 0.031178 | Time: 2526.98 ms [2021-01-21 22:28:41 main:574] : INFO : Epoch 1931 | loss: 0.0311634 | val_loss: 0.0311812 | Time: 2640.97 ms [2021-01-21 22:28:43 main:574] : INFO : Epoch 1932 | loss: 0.0311594 | val_loss: 0.0311797 | Time: 2584.06 ms [2021-01-21 22:28:46 main:574] : INFO : Epoch 1933 | loss: 0.0311586 | val_loss: 0.031177 | Time: 2504.06 ms [2021-01-21 22:28:48 main:574] : INFO : Epoch 1934 | loss: 0.0311576 | val_loss: 0.0311825 | Time: 2477.29 ms [2021-01-21 22:28:51 main:574] : INFO : Epoch 1935 | loss: 0.0311587 | val_loss: 0.0311796 | Time: 2587.42 ms [2021-01-21 22:28:54 main:574] : INFO : Epoch 1936 | loss: 0.0311569 | val_loss: 0.0311821 | Time: 2478.75 ms [2021-01-21 22:28:56 main:574] : INFO : Epoch 1937 | loss: 0.0311555 | val_loss: 0.0311854 | Time: 2541.69 ms [2021-01-21 22:28:59 main:574] : INFO : Epoch 1938 | loss: 0.0311543 | val_loss: 0.0311833 | Time: 2597.01 ms [2021-01-21 22:29:01 main:574] : INFO : Epoch 1939 | loss: 0.0311525 | val_loss: 0.03118 | Time: 2558.27 ms [2021-01-21 22:29:04 main:574] : INFO : Epoch 1940 | loss: 0.0311516 | val_loss: 0.0311824 | Time: 2522.9 ms [2021-01-21 22:29:07 main:574] : INFO : Epoch 1941 | loss: 0.0311505 | val_loss: 0.031185 | Time: 2624.15 ms [2021-01-21 22:29:09 main:574] : INFO : Epoch 1942 | loss: 0.0311524 | val_loss: 0.0311818 | Time: 2539.94 ms [2021-01-21 22:29:12 main:574] : INFO : Epoch 1943 | loss: 0.0311506 | val_loss: 0.0311855 | Time: 2589.51 ms [2021-01-21 22:29:15 main:574] : INFO : Epoch 1944 | loss: 0.0311533 | val_loss: 0.0311909 | Time: 2549.85 ms [2021-01-21 22:29:17 main:574] : INFO : Epoch 1945 | loss: 0.0311554 | val_loss: 0.0311854 | Time: 2497.93 ms [2021-01-21 22:29:20 main:574] : INFO : Epoch 1946 | loss: 0.0311506 | val_loss: 0.031185 | Time: 2454.91 ms [2021-01-21 22:29:22 main:574] : INFO : Epoch 1947 | loss: 0.0311488 | val_loss: 0.0311829 | Time: 2472.77 ms [2021-01-21 22:29:25 main:574] : INFO : Epoch 1948 | loss: 0.0311489 | val_loss: 0.0311857 | Time: 2555.02 ms [2021-01-21 22:29:27 main:574] : INFO : Epoch 1949 | loss: 0.0311486 | val_loss: 0.0311864 | Time: 2613.01 ms [2021-01-21 22:29:30 main:574] : INFO : Epoch 1950 | loss: 0.0311502 | val_loss: 0.0311871 | Time: 2570.64 ms [2021-01-21 22:29:33 main:574] : INFO : Epoch 1951 | loss: 0.0311502 | val_loss: 0.0311836 | Time: 2547.99 ms [2021-01-21 22:29:35 main:574] : INFO : Epoch 1952 | loss: 0.0311509 | val_loss: 0.0311783 | Time: 2567.53 ms [2021-01-21 22:29:38 main:574] : INFO : Epoch 1953 | loss: 0.0311516 | val_loss: 0.0311783 | Time: 2651.3 ms [2021-01-21 22:29:40 main:574] : INFO : Epoch 1954 | loss: 0.0311481 | val_loss: 0.0311782 | Time: 2617.16 ms [2021-01-21 22:29:43 main:574] : INFO : Epoch 1955 | loss: 0.0311478 | val_loss: 0.0311816 | Time: 2605.76 ms [2021-01-21 22:29:46 main:574] : INFO : Epoch 1956 | loss: 0.0311464 | val_loss: 0.0311812 | Time: 2591.22 ms [2021-01-21 22:29:48 main:574] : INFO : Epoch 1957 | loss: 0.031147 | val_loss: 0.0311834 | Time: 2472.03 ms [2021-01-21 22:29:51 main:574] : INFO : Epoch 1958 | loss: 0.0311496 | val_loss: 0.031189 | Time: 2608.28 ms [2021-01-21 22:29:53 main:574] : INFO : Epoch 1959 | loss: 0.031151 | val_loss: 0.0311882 | Time: 2550.62 ms [2021-01-21 22:29:56 main:574] : INFO : Epoch 1960 | loss: 0.0311473 | val_loss: 0.0311912 | Time: 2622.34 ms [2021-01-21 22:29:59 main:574] : INFO : Epoch 1961 | loss: 0.0311489 | val_loss: 0.0311862 | Time: 2630.2 ms [2021-01-21 22:30:01 main:574] : INFO : Epoch 1962 | loss: 0.0311511 | val_loss: 0.0311866 | Time: 2581.97 ms [2021-01-21 22:30:04 main:574] : INFO : Epoch 1963 | loss: 0.031152 | val_loss: 0.0311841 | Time: 2536.84 ms [2021-01-21 22:30:07 main:574] : INFO : Epoch 1964 | loss: 0.0311505 | val_loss: 0.0311808 | Time: 2638.48 ms [2021-01-21 22:30:09 main:574] : INFO : Epoch 1965 | loss: 0.0311493 | val_loss: 0.0311817 | Time: 2569.04 ms [2021-01-21 22:30:12 main:574] : INFO : Epoch 1966 | loss: 0.03115 | val_loss: 0.0311864 | Time: 2593.55 ms [2021-01-21 22:30:14 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.0311819 | Time: 2516.08 ms [2021-01-21 22:30:17 main:574] : INFO : Epoch 1968 | loss: 0.031151 | val_loss: 0.03119 | Time: 2524.34 ms [2021-01-21 22:30:20 main:574] : INFO : Epoch 1969 | loss: 0.0311506 | val_loss: 0.0311795 | Time: 2575.3 ms [2021-01-21 22:30:22 main:574] : INFO : Epoch 1970 | loss: 0.0311477 | val_loss: 0.0311822 | Time: 2565.22 ms [2021-01-21 22:30:25 main:574] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311825 | Time: 2575.24 ms [2021-01-21 22:30:27 main:574] : INFO : Epoch 1972 | loss: 0.0311506 | val_loss: 0.031183 | Time: 2545.67 ms [2021-01-21 22:30:30 main:574] : INFO : Epoch 1973 | loss: 0.0311494 | val_loss: 0.031183 | Time: 2605.92 ms [2021-01-21 22:30:33 main:574] : INFO : Epoch 1974 | loss: 0.0311524 | val_loss: 0.0311823 | Time: 2642.64 ms [2021-01-21 22:30:35 main:574] : INFO : Epoch 1975 | loss: 0.0311519 | val_loss: 0.0311787 | Time: 2579.92 ms [2021-01-21 22:30:38 main:574] : INFO : Epoch 1976 | loss: 0.0311498 | val_loss: 0.0311785 | Time: 2541.46 ms [2021-01-21 22:30:41 main:574] : INFO : Epoch 1977 | loss: 0.0311459 | val_loss: 0.0311824 | Time: 2620.51 ms [2021-01-21 22:30:43 main:574] : INFO : Epoch 1978 | loss: 0.0311457 | val_loss: 0.0311861 | Time: 2611.94 ms [2021-01-21 22:30:46 main:574] : INFO : Epoch 1979 | loss: 0.0311471 | val_loss: 0.0311911 | Time: 2580.52 ms [2021-01-21 22:30:48 main:574] : INFO : Epoch 1980 | loss: 0.0311474 | val_loss: 0.0311837 | Time: 2537.16 ms [2021-01-21 22:30:51 main:574] : INFO : Epoch 1981 | loss: 0.0311638 | val_loss: 0.0311822 | Time: 2531.63 ms [2021-01-21 22:30:54 main:574] : INFO : Epoch 1982 | loss: 0.0311686 | val_loss: 0.0311797 | Time: 2709.39 ms [2021-01-21 22:30:56 main:574] : INFO : Epoch 1983 | loss: 0.0311624 | val_loss: 0.031176 | Time: 2534.05 ms [2021-01-21 22:30:59 main:574] : INFO : Epoch 1984 | loss: 0.0311589 | val_loss: 0.031182 | Time: 2572.71 ms [2021-01-21 22:31:01 main:574] : INFO : Epoch 1985 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 2609.08 ms [2021-01-21 22:31:04 main:574] : INFO : Epoch 1986 | loss: 0.0311522 | val_loss: 0.0311769 | Time: 2541.1 ms [2021-01-21 22:31:07 main:574] : INFO : Epoch 1987 | loss: 0.0311538 | val_loss: 0.0311746 | Time: 2615.98 ms [2021-01-21 22:31:09 main:574] : INFO : Epoch 1988 | loss: 0.0311518 | val_loss: 0.0311738 | Time: 2576.86 ms [2021-01-21 22:31:12 main:574] : INFO : Epoch 1989 | loss: 0.0311502 | val_loss: 0.0311761 | Time: 2550.56 ms [2021-01-21 22:31:14 main:574] : INFO : Epoch 1990 | loss: 0.0311487 | val_loss: 0.0311801 | Time: 2519.39 ms [2021-01-21 22:31:17 main:574] : INFO : Epoch 1991 | loss: 0.0311489 | val_loss: 0.0311767 | Time: 2529.43 ms [2021-01-21 22:31:19 main:574] : INFO : Epoch 1992 | loss: 0.0311497 | val_loss: 0.0311755 | Time: 2489.99 ms [2021-01-21 22:31:22 main:574] : INFO : Epoch 1993 | loss: 0.0311491 | val_loss: 0.031177 | Time: 2498.76 ms [2021-01-21 22:31:25 main:574] : INFO : Epoch 1994 | loss: 0.0311463 | val_loss: 0.0311787 | Time: 2538.94 ms [2021-01-21 22:31:27 main:574] : INFO : Epoch 1995 | loss: 0.0311451 | val_loss: 0.0311807 | Time: 2575.43 ms [2021-01-21 22:31:30 main:574] : INFO : Epoch 1996 | loss: 0.0311438 | val_loss: 0.0311802 | Time: 2462.61 ms [2021-01-21 22:31:32 main:574] : INFO : Epoch 1997 | loss: 0.0311446 | val_loss: 0.0311825 | Time: 2628.69 ms [2021-01-21 22:31:35 main:574] : INFO : Epoch 1998 | loss: 0.0311448 | val_loss: 0.031176 | Time: 2640.87 ms [2021-01-21 22:31:38 main:574] : INFO : Epoch 1999 | loss: 0.0311462 | val_loss: 0.0311854 | Time: 2640.94 ms [2021-01-21 22:31:40 main:574] : INFO : Epoch 2000 | loss: 0.0311468 | val_loss: 0.0311841 | Time: 2552.8 ms [2021-01-21 22:31:43 main:574] : INFO : Epoch 2001 | loss: 0.0311471 | val_loss: 0.0311808 | Time: 2639.31 ms [2021-01-21 22:31:46 main:574] : INFO : Epoch 2002 | loss: 0.0311459 | val_loss: 0.0311805 | Time: 2600.56 ms [2021-01-21 22:31:48 main:574] : INFO : Epoch 2003 | loss: 0.031144 | val_loss: 0.0311807 | Time: 2594.68 ms [2021-01-21 22:31:51 main:574] : INFO : Epoch 2004 | loss: 0.0311448 | val_loss: 0.0311862 | Time: 2584.73 ms [2021-01-21 22:31:54 main:574] : INFO : Epoch 2005 | loss: 0.0311427 | val_loss: 0.0311879 | Time: 2554.3 ms [2021-01-21 22:31:56 main:574] : INFO : Epoch 2006 | loss: 0.0311549 | val_loss: 0.0311803 | Time: 2542.81 ms [2021-01-21 22:31:59 main:574] : INFO : Epoch 2007 | loss: 0.0311518 | val_loss: 0.0311817 | Time: 2547.55 ms [2021-01-21 22:32:01 main:574] : INFO : Epoch 2008 | loss: 0.0311486 | val_loss: 0.0311807 | Time: 2573.19 ms [2021-01-21 22:32:04 main:574] : INFO : Epoch 2009 | loss: 0.0311469 | val_loss: 0.031182 | Time: 2582.27 ms [2021-01-21 22:32:07 main:574] : INFO : Epoch 2010 | loss: 0.0311479 | val_loss: 0.0311797 | Time: 2643.74 ms [2021-01-21 22:32:09 main:574] : INFO : Epoch 2011 | loss: 0.0311489 | val_loss: 0.0311809 | Time: 2592.07 ms [2021-01-21 22:32:12 main:574] : INFO : Epoch 2012 | loss: 0.0311554 | val_loss: 0.0311847 | Time: 2615.07 ms [2021-01-21 22:32:14 main:574] : INFO : Epoch 2013 | loss: 0.0311521 | val_loss: 0.0311811 | Time: 2637.16 ms [2021-01-21 22:32:17 main:574] : INFO : Epoch 2014 | loss: 0.0311483 | val_loss: 0.031179 | Time: 2549.4 ms [2021-01-21 22:32:20 main:574] : INFO : Epoch 2015 | loss: 0.0311462 | val_loss: 0.0311813 | Time: 2551.52 ms [2021-01-21 22:32:22 main:574] : INFO : Epoch 2016 | loss: 0.0311468 | val_loss: 0.0311779 | Time: 2612.51 ms [2021-01-21 22:32:25 main:574] : INFO : Epoch 2017 | loss: 0.0311462 | val_loss: 0.0311789 | Time: 2523.67 ms [2021-01-21 22:32:28 main:574] : INFO : Epoch 2018 | loss: 0.0311461 | val_loss: 0.0311795 | Time: 2672.37 ms [2021-01-21 22:32:30 main:574] : INFO : Epoch 2019 | loss: 0.0311434 | val_loss: 0.0311814 | Time: 2579.78 ms [2021-01-21 22:32:33 main:574] : INFO : Epoch 2020 | loss: 0.0311436 | val_loss: 0.0311805 | Time: 2599.99 ms [2021-01-21 22:32:35 main:574] : INFO : Epoch 2021 | loss: 0.0311454 | val_loss: 0.0311827 | Time: 2520.38 ms [2021-01-21 22:32:38 main:574] : INFO : Epoch 2022 | loss: 0.0311442 | val_loss: 0.0311865 | Time: 2619.31 ms [2021-01-21 22:32:41 main:574] : INFO : Epoch 2023 | loss: 0.031142 | val_loss: 0.031178 | Time: 2583.02 ms [2021-01-21 22:32:43 main:574] : INFO : Epoch 2024 | loss: 0.0311417 | val_loss: 0.031178 | Time: 2553.14 ms [2021-01-21 22:32:46 main:574] : INFO : Epoch 2025 | loss: 0.0311431 | val_loss: 0.0311838 | Time: 2552.77 ms [2021-01-21 22:32:48 main:574] : INFO : Epoch 2026 | loss: 0.0311433 | val_loss: 0.031184 | Time: 2522.74 ms [2021-01-21 22:32:51 main:574] : INFO : Epoch 2027 | loss: 0.0311443 | val_loss: 0.0311789 | Time: 2583.69 ms [2021-01-21 22:32:54 main:574] : INFO : Epoch 2028 | loss: 0.0311427 | val_loss: 0.0311868 | Time: 2565.9 ms [2021-01-21 22:32:56 main:574] : INFO : Epoch 2029 | loss: 0.0311539 | val_loss: 0.031183 | Time: 2590.43 ms [2021-01-21 22:32:59 main:574] : INFO : Epoch 2030 | loss: 0.0311536 | val_loss: 0.0311897 | Time: 2649.85 ms [2021-01-21 22:33:01 main:574] : INFO : Epoch 2031 | loss: 0.031152 | val_loss: 0.0311824 | Time: 2518.01 ms [2021-01-21 22:33:04 main:574] : INFO : Epoch 2032 | loss: 0.0311527 | val_loss: 0.0311868 | Time: 2553.4 ms [2021-01-21 22:33:07 main:574] : INFO : Epoch 2033 | loss: 0.031147 | val_loss: 0.0311814 | Time: 2580.62 ms [2021-01-21 22:33:09 main:574] : INFO : Epoch 2034 | loss: 0.0311501 | val_loss: 0.0311854 | Time: 2616.26 ms [2021-01-21 22:33:12 main:574] : INFO : Epoch 2035 | loss: 0.0311473 | val_loss: 0.0311817 | Time: 2613.29 ms [2021-01-21 22:33:15 main:574] : INFO : Epoch 2036 | loss: 0.0311436 | val_loss: 0.0311829 | Time: 2545.23 ms [2021-01-21 22:33:17 main:574] : INFO : Epoch 2037 | loss: 0.0311434 | val_loss: 0.0311912 | Time: 2580.33 ms [2021-01-21 22:33:20 main:574] : INFO : Epoch 2038 | loss: 0.0311439 | val_loss: 0.0311816 | Time: 2547.63 ms [2021-01-21 22:33:22 main:574] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.0311807 | Time: 2542.97 ms [2021-01-21 22:33:25 main:574] : INFO : Epoch 2040 | loss: 0.0311462 | val_loss: 0.0312017 | Time: 2521.67 ms [2021-01-21 22:33:28 main:574] : INFO : Epoch 2041 | loss: 0.031143 | val_loss: 0.0311865 | Time: 2624.63 ms [2021-01-21 22:33:30 main:574] : INFO : Epoch 2042 | loss: 0.0311439 | val_loss: 0.0311841 | Time: 2573.41 ms [2021-01-21 22:33:33 main:574] : INFO : Epoch 2043 | loss: 0.031148 | val_loss: 0.0311759 | Time: 2508.65 ms [2021-01-21 22:33:35 main:574] : INFO : Epoch 2044 | loss: 0.0311454 | val_loss: 0.0311776 | Time: 2612.92 ms [2021-01-21 22:33:38 main:574] : INFO : Epoch 2045 | loss: 0.0311439 | val_loss: 0.0311865 | Time: 2462.74 ms [2021-01-21 22:33:40 main:574] : INFO : Epoch 2046 | loss: 0.0311441 | val_loss: 0.031182 | Time: 2523.02 ms [2021-01-21 22:33:43 main:574] : INFO : Epoch 2047 | loss: 0.0311491 | val_loss: 0.0311868 | Time: 2562.66 ms [2021-01-21 22:33:46 main:574] : INFO : Epoch 2048 | loss: 0.0311486 | val_loss: 0.0311835 | Time: 2614.77 ms [2021-01-21 22:33:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311835 [2021-01-21 22:33:46 main:603] : INFO : Saving end state to config to file [2021-01-21 22:33:46 main:608] : INFO : Success, exiting.. 22:33:46 (18220): 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)