Task 3776160
| Name | ParityModified-1609263047-14651-6_1 |
| Workunit | 1895224 |
| Created | 22 Jan 2021, 10:12:55 UTC |
| Sent | 22 Jan 2021, 10:45:33 UTC |
| Report deadline | 29 Jan 2021, 10:45:33 UTC |
| Received | 22 Jan 2021, 13:01:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 32 min 11 sec |
| CPU time | 1 hours 20 min 17 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: 0.0311946 | val_loss: 0.0311983 | Time: 2649.46 ms [2021-01-22 04:06:11 main:574] : INFO : Epoch 1543 | loss: 0.0311961 | val_loss: 0.0312049 | Time: 2692.37 ms [2021-01-22 04:06:14 main:574] : INFO : Epoch 1544 | loss: 0.031194 | val_loss: 0.0311982 | Time: 2666.71 ms [2021-01-22 04:06:17 main:574] : INFO : Epoch 1545 | loss: 0.0311936 | val_loss: 0.0312009 | Time: 2668.83 ms [2021-01-22 04:06:20 main:574] : INFO : Epoch 1546 | loss: 0.0311987 | val_loss: 0.0312083 | Time: 2655.97 ms [2021-01-22 04:06:22 main:574] : INFO : Epoch 1547 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 2620.3 ms [2021-01-22 04:06:25 main:574] : INFO : Epoch 1548 | loss: 0.0311974 | val_loss: 0.031201 | Time: 2646.87 ms [2021-01-22 04:06:28 main:574] : INFO : Epoch 1549 | loss: 0.0311966 | val_loss: 0.0312003 | Time: 2665.21 ms [2021-01-22 04:06:30 main:574] : INFO : Epoch 1550 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 2642.73 ms [2021-01-22 04:06:33 main:574] : INFO : Epoch 1551 | loss: 0.0311972 | val_loss: 0.0311985 | Time: 2563.65 ms [2021-01-22 04:06:36 main:574] : INFO : Epoch 1552 | loss: 0.031196 | val_loss: 0.0311983 | Time: 2583.72 ms [2021-01-22 04:06:38 main:574] : INFO : Epoch 1553 | loss: 0.0311959 | val_loss: 0.031197 | Time: 2677.38 ms [2021-01-22 04:06:41 main:574] : INFO : Epoch 1554 | loss: 0.0311944 | val_loss: 0.0311978 | Time: 2685.55 ms [2021-01-22 04:06:44 main:574] : INFO : Epoch 1555 | loss: 0.0311943 | val_loss: 0.0312002 | Time: 2644.3 ms [2021-01-22 04:06:47 main:574] : INFO : Epoch 1556 | loss: 0.0311957 | val_loss: 0.0312 | Time: 2655.51 ms [2021-01-22 04:06:49 main:574] : INFO : Epoch 1557 | loss: 0.0311946 | val_loss: 0.0311999 | Time: 2622.83 ms [2021-01-22 04:06:52 main:574] : INFO : Epoch 1558 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 2587.8 ms [2021-01-22 04:06:54 main:574] : INFO : Epoch 1559 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 2574.21 ms [2021-01-22 04:06:57 main:574] : INFO : Epoch 1560 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 2629.99 ms [2021-01-22 04:07:00 main:574] : INFO : Epoch 1561 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 2576.84 ms [2021-01-22 04:07:02 main:574] : INFO : Epoch 1562 | loss: 0.0311953 | val_loss: 0.0311981 | Time: 2670.45 ms [2021-01-22 04:07:05 main:574] : INFO : Epoch 1563 | loss: 0.0311935 | val_loss: 0.0311971 | Time: 2621.49 ms [2021-01-22 04:07:08 main:574] : INFO : Epoch 1564 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 2697.22 ms [2021-01-22 04:07:11 main:574] : INFO : Epoch 1565 | loss: 0.0311933 | val_loss: 0.0311967 | Time: 2693.24 ms [2021-01-22 04:07:13 main:574] : INFO : Epoch 1566 | loss: 0.0311934 | val_loss: 0.0311978 | Time: 2672.42 ms [2021-01-22 04:07:16 main:574] : INFO : Epoch 1567 | loss: 0.0311944 | val_loss: 0.0311972 | Time: 2611.61 ms [2021-01-22 04:07:19 main:574] : INFO : Epoch 1568 | loss: 0.0311921 | val_loss: 0.0311972 | Time: 2643.26 ms [2021-01-22 04:07:21 main:574] : INFO : Epoch 1569 | loss: 0.0311929 | val_loss: 0.0311966 | Time: 2640.39 ms [2021-01-22 04:07:24 main:574] : INFO : Epoch 1570 | loss: 0.0311948 | val_loss: 0.0312 | Time: 2595.83 ms [2021-01-22 04:07:27 main:574] : INFO : Epoch 1571 | loss: 0.0311983 | val_loss: 0.0312045 | Time: 2596.95 ms [2021-01-22 04:07:29 main:574] : INFO : Epoch 1572 | loss: 0.0311997 | val_loss: 0.0312006 | Time: 2701.38 ms [2021-01-22 04:07:32 main:574] : INFO : Epoch 1573 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2598.57 ms [2021-01-22 04:07:35 main:574] : INFO : Epoch 1574 | loss: 0.0311964 | val_loss: 0.031199 | Time: 2648.47 ms [2021-01-22 04:07:37 main:574] : INFO : Epoch 1575 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 2634.81 ms [2021-01-22 04:07:40 main:574] : INFO : Epoch 1576 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 2611.01 ms [2021-01-22 04:07:43 main:574] : INFO : Epoch 1577 | loss: 0.0311951 | val_loss: 0.0311978 | Time: 2718.49 ms [2021-01-22 04:07:45 main:574] : INFO : Epoch 1578 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 2605.66 ms [2021-01-22 04:07:48 main:574] : INFO : Epoch 1579 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 2626.88 ms [2021-01-22 04:07:51 main:574] : INFO : Epoch 1580 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 2629.16 ms [2021-01-22 04:07:54 main:574] : INFO : Epoch 1581 | loss: 0.0311967 | val_loss: 0.031198 | Time: 2669.58 ms [2021-01-22 04:07:56 main:574] : INFO : Epoch 1582 | loss: 0.0311952 | val_loss: 0.0311991 | Time: 2642.95 ms [2021-01-22 04:07:59 main:574] : INFO : Epoch 1583 | loss: 0.0311954 | val_loss: 0.0311978 | Time: 2661.11 ms [2021-01-22 04:08:02 main:574] : INFO : Epoch 1584 | loss: 0.0311953 | val_loss: 0.0311983 | Time: 2644.19 ms [2021-01-22 04:08:04 main:574] : INFO : Epoch 1585 | loss: 0.0311946 | val_loss: 0.0311975 | Time: 2665.72 ms [2021-01-22 04:08:07 main:574] : INFO : Epoch 1586 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 2651.61 ms [2021-01-22 04:08:10 main:574] : INFO : Epoch 1587 | loss: 0.0311958 | val_loss: 0.0311978 | Time: 2610.47 ms [2021-01-22 04:08:12 main:574] : INFO : Epoch 1588 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 2592.15 ms [2021-01-22 04:08:15 main:574] : INFO : Epoch 1589 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 2603.65 ms [2021-01-22 04:08:18 main:574] : INFO : Epoch 1590 | loss: 0.031194 | val_loss: 0.0311951 | Time: 2610.66 ms [2021-01-22 04:08:20 main:574] : INFO : Epoch 1591 | loss: 0.031194 | val_loss: 0.031197 | Time: 2641.62 ms [2021-01-22 04:08:23 main:574] : INFO : Epoch 1592 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 2623.71 ms [2021-01-22 04:08:26 main:574] : INFO : Epoch 1593 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 2706.25 ms [2021-01-22 04:08:29 main:574] : INFO : Epoch 1594 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 2616.92 ms [2021-01-22 04:08:31 main:574] : INFO : Epoch 1595 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2626.7 ms [2021-01-22 04:08:34 main:574] : INFO : Epoch 1596 | loss: 0.0311953 | val_loss: 0.0312007 | Time: 2593.03 ms [2021-01-22 04:08:37 main:574] : INFO : Epoch 1597 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 2657.59 ms [2021-01-22 04:08:39 main:574] : INFO : Epoch 1598 | loss: 0.0311926 | val_loss: 0.0311963 | Time: 2631.18 ms [2021-01-22 04:08:42 main:574] : INFO : Epoch 1599 | loss: 0.0311917 | val_loss: 0.0311974 | Time: 2585.66 ms [2021-01-22 04:08:45 main:574] : INFO : Epoch 1600 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 2663.87 ms [2021-01-22 04:08:47 main:574] : INFO : Epoch 1601 | loss: 0.0311924 | val_loss: 0.0311966 | Time: 2630.36 ms [2021-01-22 04:08:50 main:574] : INFO : Epoch 1602 | loss: 0.0311929 | val_loss: 0.0311966 | Time: 2585.44 ms [2021-01-22 04:08:52 main:574] : INFO : Epoch 1603 | loss: 0.031192 | val_loss: 0.0311964 | Time: 2572.67 ms [2021-01-22 04:08:55 main:574] : INFO : Epoch 1604 | loss: 0.0311916 | val_loss: 0.0311994 | Time: 2567.73 ms [2021-01-22 04:08:58 main:574] : INFO : Epoch 1605 | loss: 0.0311956 | val_loss: 0.0312083 | Time: 2681.39 ms [2021-01-22 04:09:00 main:574] : INFO : Epoch 1606 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 2598.31 ms [2021-01-22 04:09:03 main:574] : INFO : Epoch 1607 | loss: 0.0311939 | val_loss: 0.0311982 | Time: 2637.5 ms [2021-01-22 04:09:06 main:574] : INFO : Epoch 1608 | loss: 0.0311931 | val_loss: 0.0312005 | Time: 2669.43 ms [2021-01-22 04:09:09 main:574] : INFO : Epoch 1609 | loss: 0.0311952 | val_loss: 0.0311974 | Time: 2637.44 ms [2021-01-22 04:09:11 main:574] : INFO : Epoch 1610 | loss: 0.0311955 | val_loss: 0.0312016 | Time: 2662.32 ms [2021-01-22 04:09:14 main:574] : INFO : Epoch 1611 | loss: 0.0311958 | val_loss: 0.0311977 | Time: 2758.42 ms [2021-01-22 04:09:17 main:574] : INFO : Epoch 1612 | loss: 0.0311959 | val_loss: 0.0312002 | Time: 2632.71 ms [2021-01-22 04:09:19 main:574] : INFO : Epoch 1613 | loss: 0.0311942 | val_loss: 0.0311992 | Time: 2584.64 ms [2021-01-22 04:09:22 main:574] : INFO : Epoch 1614 | loss: 0.0311942 | val_loss: 0.0311975 | Time: 2596.29 ms [2021-01-22 04:09:25 main:574] : INFO : Epoch 1615 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 2663.29 ms [2021-01-22 04:09:27 main:574] : INFO : Epoch 1616 | loss: 0.0311917 | val_loss: 0.0311958 | Time: 2637.37 ms [2021-01-22 04:09:30 main:574] : INFO : Epoch 1617 | loss: 0.0311948 | val_loss: 0.0311981 | Time: 2670.06 ms [2021-01-22 04:09:33 main:574] : INFO : Epoch 1618 | loss: 0.0311932 | val_loss: 0.0311957 | Time: 2566.88 ms [2021-01-22 04:09:36 main:574] : INFO : Epoch 1619 | loss: 0.031193 | val_loss: 0.0311948 | Time: 2668.63 ms [2021-01-22 04:09:38 main:574] : INFO : Epoch 1620 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 2651.18 ms [2021-01-22 04:09:41 main:574] : INFO : Epoch 1621 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 2628.29 ms [2021-01-22 04:09:44 main:574] : INFO : Epoch 1622 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 2626.01 ms [2021-01-22 04:09:46 main:574] : INFO : Epoch 1623 | loss: 0.031194 | val_loss: 0.0311967 | Time: 2749.55 ms [2021-01-22 04:09:49 main:574] : INFO : Epoch 1624 | loss: 0.0311929 | val_loss: 0.0311981 | Time: 2778.71 ms [2021-01-22 04:09:52 main:574] : INFO : Epoch 1625 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 2695.74 ms [2021-01-22 04:09:55 main:574] : INFO : Epoch 1626 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 2752.84 ms [2021-01-22 04:09:57 main:574] : INFO : Epoch 1627 | loss: 0.0311938 | val_loss: 0.0311984 | Time: 2635.67 ms [2021-01-22 04:10:00 main:574] : INFO : Epoch 1628 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 2655.86 ms [2021-01-22 04:10:03 main:574] : INFO : Epoch 1629 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 2650.18 ms [2021-01-22 04:10:06 main:574] : INFO : Epoch 1630 | loss: 0.0311917 | val_loss: 0.0311963 | Time: 2610.18 ms [2021-01-22 04:10:08 main:574] : INFO : Epoch 1631 | loss: 0.0311908 | val_loss: 0.0311955 | Time: 2647.19 ms [2021-01-22 04:10:11 main:574] : INFO : Epoch 1632 | loss: 0.0311915 | val_loss: 0.0311973 | Time: 2590.83 ms [2021-01-22 04:10:14 main:574] : INFO : Epoch 1633 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 2625.54 ms [2021-01-22 04:10:16 main:574] : INFO : Epoch 1634 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 2683.32 ms [2021-01-22 04:10:19 main:574] : INFO : Epoch 1635 | loss: 0.0311905 | val_loss: 0.0311942 | Time: 2650.64 ms [2021-01-22 04:10:22 main:574] : INFO : Epoch 1636 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 2634.37 ms [2021-01-22 04:10:24 main:574] : INFO : Epoch 1637 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 2601.29 ms [2021-01-22 04:10:27 main:574] : INFO : Epoch 1638 | loss: 0.0311907 | val_loss: 0.0311946 | Time: 2611.05 ms [2021-01-22 04:10:30 main:574] : INFO : Epoch 1639 | loss: 0.0311889 | val_loss: 0.0311945 | Time: 2662.57 ms [2021-01-22 04:10:32 main:574] : INFO : Epoch 1640 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 2656.75 ms [2021-01-22 04:10:35 main:574] : INFO : Epoch 1641 | loss: 0.031189 | val_loss: 0.031193 | Time: 2662.86 ms [2021-01-22 04:10:38 main:574] : INFO : Epoch 1642 | loss: 0.0311898 | val_loss: 0.0311956 | Time: 2607.45 ms [2021-01-22 04:10:40 main:574] : INFO : Epoch 1643 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 2643.4 ms [2021-01-22 04:10:43 main:574] : INFO : Epoch 1644 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 2635.97 ms [2021-01-22 04:10:46 main:574] : INFO : Epoch 1645 | loss: 0.0311891 | val_loss: 0.0311958 | Time: 2643.66 ms [2021-01-22 04:10:49 main:574] : INFO : Epoch 1646 | loss: 0.0311904 | val_loss: 0.0311957 | Time: 2652.12 ms [2021-01-22 04:10:51 main:574] : INFO : Epoch 1647 | loss: 0.0311926 | val_loss: 0.0311927 | Time: 2600.73 ms [2021-01-22 04:10:54 main:574] : INFO : Epoch 1648 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 2596.64 ms [2021-01-22 04:10:57 main:574] : INFO : Epoch 1649 | loss: 0.0311886 | val_loss: 0.0311934 | Time: 2673.02 ms [2021-01-22 04:10:59 main:574] : INFO : Epoch 1650 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 2587.39 ms [2021-01-22 04:11:02 main:574] : INFO : Epoch 1651 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 2605.77 ms [2021-01-22 04:11:05 main:574] : INFO : Epoch 1652 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 2679.59 ms [2021-01-22 04:11:07 main:574] : INFO : Epoch 1653 | loss: 0.03119 | val_loss: 0.031197 | Time: 2654.28 ms [2021-01-22 04:11:10 main:574] : INFO : Epoch 1654 | loss: 0.0311912 | val_loss: 0.0311956 | Time: 2618.83 ms [2021-01-22 04:11:13 main:574] : INFO : Epoch 1655 | loss: 0.0311911 | val_loss: 0.0311953 | Time: 2565.64 ms [2021-01-22 04:11:15 main:574] : INFO : Epoch 1656 | loss: 0.031189 | val_loss: 0.0311907 | Time: 2612.22 ms [2021-01-22 04:11:18 main:574] : INFO : Epoch 1657 | loss: 0.031188 | val_loss: 0.0311919 | Time: 2617.32 ms [2021-01-22 04:11:21 main:574] : INFO : Epoch 1658 | loss: 0.0311884 | val_loss: 0.0311963 | Time: 2661.32 ms [2021-01-22 04:11:23 main:574] : INFO : Epoch 1659 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 2609.68 ms [2021-01-22 04:11:26 main:574] : INFO : Epoch 1660 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 2532.38 ms [2021-01-22 04:11:29 main:574] : INFO : Epoch 1661 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 2608.94 ms [2021-01-22 04:11:31 main:574] : INFO : Epoch 1662 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 2636.83 ms [2021-01-22 04:11:34 main:574] : INFO : Epoch 1663 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 2605.76 ms [2021-01-22 04:11:37 main:574] : INFO : Epoch 1664 | loss: 0.0311891 | val_loss: 0.0311928 | Time: 2655.9 ms [2021-01-22 04:11:39 main:574] : INFO : Epoch 1665 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 2651.81 ms [2021-01-22 04:11:42 main:574] : INFO : Epoch 1666 | loss: 0.0311907 | val_loss: 0.0311973 | Time: 2687.79 ms [2021-01-22 04:11:45 main:574] : INFO : Epoch 1667 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 2612.06 ms [2021-01-22 04:11:48 main:574] : INFO : Epoch 1668 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 2663.98 ms [2021-01-22 04:11:50 main:574] : INFO : Epoch 1669 | loss: 0.031187 | val_loss: 0.0311971 | Time: 2589.53 ms [2021-01-22 04:11:53 main:574] : INFO : Epoch 1670 | loss: 0.0311876 | val_loss: 0.0311958 | Time: 2621.86 ms [2021-01-22 04:11:56 main:574] : INFO : Epoch 1671 | loss: 0.0311891 | val_loss: 0.0311948 | Time: 2634.18 ms [2021-01-22 04:11:58 main:574] : INFO : Epoch 1672 | loss: 0.0311883 | val_loss: 0.0311969 | Time: 2629.75 ms [2021-01-22 04:12:01 main:574] : INFO : Epoch 1673 | loss: 0.0311895 | val_loss: 0.0311971 | Time: 2622.74 ms [2021-01-22 04:12:04 main:574] : INFO : Epoch 1674 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 2667.04 ms [2021-01-22 04:12:07 main:574] : INFO : Epoch 1675 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 2622.63 ms [2021-01-22 04:12:09 main:574] : INFO : Epoch 1676 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 2618.62 ms [2021-01-22 04:12:12 main:574] : INFO : Epoch 1677 | loss: 0.0311871 | val_loss: 0.0311932 | Time: 2602.59 ms [2021-01-22 04:12:14 main:574] : INFO : Epoch 1678 | loss: 0.0311909 | val_loss: 0.0311919 | Time: 2600.81 ms [2021-01-22 04:12:17 main:574] : INFO : Epoch 1679 | loss: 0.0311907 | val_loss: 0.0311935 | Time: 2586.02 ms [2021-01-22 04:12:20 main:574] : INFO : Epoch 1680 | loss: 0.0311896 | val_loss: 0.0311925 | Time: 2661.72 ms [2021-01-22 04:12:22 main:574] : INFO : Epoch 1681 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 2581 ms [2021-01-22 04:12:25 main:574] : INFO : Epoch 1682 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 2650.9 ms [2021-01-22 04:12:28 main:574] : INFO : Epoch 1683 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 2611.79 ms [2021-01-22 04:12:30 main:574] : INFO : Epoch 1684 | loss: 0.0311911 | val_loss: 0.0311936 | Time: 2569.09 ms [2021-01-22 04:12:33 main:574] : INFO : Epoch 1685 | loss: 0.031191 | val_loss: 0.0311925 | Time: 2595.4 ms [2021-01-22 04:12:36 main:574] : INFO : Epoch 1686 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 2628.69 ms [2021-01-22 04:12:38 main:574] : INFO : Epoch 1687 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 2583.53 ms [2021-01-22 04:12:41 main:574] : INFO : Epoch 1688 | loss: 0.0311896 | val_loss: 0.031193 | Time: 2647.1 ms [2021-01-22 04:12:44 main:574] : INFO : Epoch 1689 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 2625.87 ms [2021-01-22 04:12:46 main:574] : INFO : Epoch 1690 | loss: 0.0311944 | val_loss: 0.0311964 | Time: 2649.44 ms [2021-01-22 04:12:49 main:574] : INFO : Epoch 1691 | loss: 0.0311944 | val_loss: 0.0311943 | Time: 2584.81 ms [2021-01-22 04:12:52 main:574] : INFO : Epoch 1692 | loss: 0.0311929 | val_loss: 0.0311938 | Time: 2578.81 ms [2021-01-22 04:12:54 main:574] : INFO : Epoch 1693 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 2673.19 ms [2021-01-22 04:12:57 main:574] : INFO : Epoch 1694 | loss: 0.031193 | val_loss: 0.0311926 | Time: 2653.61 ms [2021-01-22 04:13:00 main:574] : INFO : Epoch 1695 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 2603.8 ms [2021-01-22 04:13:03 main:574] : INFO : Epoch 1696 | loss: 0.031192 | val_loss: 0.0311939 | Time: 2716.99 ms [2021-01-22 04:13:05 main:574] : INFO : Epoch 1697 | loss: 0.0311915 | val_loss: 0.0311948 | Time: 2638.54 ms [2021-01-22 04:13:08 main:574] : INFO : Epoch 1698 | loss: 0.0311946 | val_loss: 0.0311964 | Time: 2519.11 ms [2021-01-22 04:13:11 main:574] : INFO : Epoch 1699 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 2664.08 ms [2021-01-22 04:13:13 main:574] : INFO : Epoch 1700 | loss: 0.0311918 | val_loss: 0.0311966 | Time: 2655.59 ms [2021-01-22 04:13:16 main:574] : INFO : Epoch 1701 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 2583.67 ms [2021-01-22 04:13:19 main:574] : INFO : Epoch 1702 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 2633.23 ms [2021-01-22 04:13:21 main:574] : INFO : Epoch 1703 | loss: 0.0311975 | val_loss: 0.0312033 | Time: 2645.96 ms [2021-01-22 04:13:24 main:574] : INFO : Epoch 1704 | loss: 0.0312007 | val_loss: 0.0311995 | Time: 2574.04 ms [2021-01-22 04:13:27 main:574] : INFO : Epoch 1705 | loss: 0.0311969 | val_loss: 0.031196 | Time: 2632.17 ms [2021-01-22 04:13:29 main:574] : INFO : Epoch 1706 | loss: 0.0311983 | val_loss: 0.0311974 | Time: 2556.31 ms [2021-01-22 04:13:32 main:574] : INFO : Epoch 1707 | loss: 0.0311978 | val_loss: 0.0311964 | Time: 2552.86 ms [2021-01-22 04:13:35 main:574] : INFO : Epoch 1708 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 2628.99 ms [2021-01-22 04:13:37 main:574] : INFO : Epoch 1709 | loss: 0.0311957 | val_loss: 0.0311948 | Time: 2620 ms [2021-01-22 04:13:40 main:574] : INFO : Epoch 1710 | loss: 0.0311949 | val_loss: 0.0311945 | Time: 2657.92 ms [2021-01-22 04:13:43 main:574] : INFO : Epoch 1711 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 2629.04 ms [2021-01-22 04:13:45 main:574] : INFO : Epoch 1712 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 2673.25 ms [2021-01-22 04:13:48 main:574] : INFO : Epoch 1713 | loss: 0.0311944 | val_loss: 0.0311936 | Time: 2577.94 ms [2021-01-22 04:13:51 main:574] : INFO : Epoch 1714 | loss: 0.0311943 | val_loss: 0.0311964 | Time: 2604.16 ms [2021-01-22 04:13:53 main:574] : INFO : Epoch 1715 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 2553.7 ms [2021-01-22 04:13:56 main:574] : INFO : Epoch 1716 | loss: 0.0311936 | val_loss: 0.0311937 | Time: 2609.59 ms [2021-01-22 04:13:59 main:574] : INFO : Epoch 1717 | loss: 0.0311955 | val_loss: 0.0311936 | Time: 2702.43 ms [2021-01-22 04:14:01 main:574] : INFO : Epoch 1718 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 2636.02 ms [2021-01-22 04:14:04 main:574] : INFO : Epoch 1719 | loss: 0.0311923 | val_loss: 0.0311946 | Time: 2683.95 ms [2021-01-22 04:14:07 main:574] : INFO : Epoch 1720 | loss: 0.0311933 | val_loss: 0.0311979 | Time: 2638.19 ms [2021-01-22 04:14:09 main:574] : INFO : Epoch 1721 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 2593.89 ms [2021-01-22 04:14:12 main:574] : INFO : Epoch 1722 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 2545.95 ms [2021-01-22 04:14:15 main:574] : INFO : Epoch 1723 | loss: 0.0316991 | val_loss: 0.032126 | Time: 2627.57 ms [2021-01-22 04:14:17 main:574] : INFO : Epoch 1724 | loss: 0.0350586 | val_loss: 0.0335135 | Time: 2638.73 ms [2021-01-22 04:14:20 main:574] : INFO : Epoch 1725 | loss: 0.033092 | val_loss: 0.0319757 | Time: 2649.93 ms [2021-01-22 04:14:23 main:574] : INFO : Epoch 1726 | loss: 0.0315537 | val_loss: 0.0313332 | Time: 2639.9 ms [2021-01-22 04:14:26 main:574] : INFO : Epoch 1727 | loss: 0.0312872 | val_loss: 0.0312523 | Time: 2651.29 ms [2021-01-22 04:14:28 main:574] : INFO : Epoch 1728 | loss: 0.0312453 | val_loss: 0.0312328 | Time: 2619.6 ms [2021-01-22 04:14:31 main:574] : INFO : Epoch 1729 | loss: 0.0312276 | val_loss: 0.0312225 | Time: 2634.53 ms [2021-01-22 04:14:34 main:574] : INFO : Epoch 1730 | loss: 0.0312183 | val_loss: 0.0312162 | Time: 2664.38 ms [2021-01-22 04:14:36 main:574] : INFO : Epoch 1731 | loss: 0.0312146 | val_loss: 0.0312149 | Time: 2634.93 ms [2021-01-22 04:14:39 main:574] : INFO : Epoch 1732 | loss: 0.0312129 | val_loss: 0.0312161 | Time: 2621.74 ms [2021-01-22 04:14:42 main:574] : INFO : Epoch 1733 | loss: 0.0312126 | val_loss: 0.0312142 | Time: 2656.53 ms [2021-01-22 04:14:44 main:574] : INFO : Epoch 1734 | loss: 0.0312116 | val_loss: 0.0312167 | Time: 2691.53 ms [2021-01-22 04:14:47 main:574] : INFO : Epoch 1735 | loss: 0.0312119 | val_loss: 0.0312149 | Time: 2707.61 ms [2021-01-22 04:14:50 main:574] : INFO : Epoch 1736 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 2639.72 ms [2021-01-22 04:14:53 main:574] : INFO : Epoch 1737 | loss: 0.0312103 | val_loss: 0.0312124 | Time: 2644.96 ms [2021-01-22 04:14:55 main:574] : INFO : Epoch 1738 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 2599.58 ms [2021-01-22 04:14:58 main:574] : INFO : Epoch 1739 | loss: 0.03121 | val_loss: 0.0312137 | Time: 2671.44 ms [2021-01-22 04:15:01 main:574] : INFO : Epoch 1740 | loss: 0.0312098 | val_loss: 0.0312129 | Time: 2577.26 ms [2021-01-22 04:15:03 main:574] : INFO : Epoch 1741 | loss: 0.0312086 | val_loss: 0.0312114 | Time: 2579.78 ms [2021-01-22 04:15:06 main:574] : INFO : Epoch 1742 | loss: 0.0312081 | val_loss: 0.0312145 | Time: 2662.29 ms [2021-01-22 04:15:09 main:574] : INFO : Epoch 1743 | loss: 0.0312071 | val_loss: 0.0312103 | Time: 2628.22 ms [2021-01-22 04:15:11 main:574] : INFO : Epoch 1744 | loss: 0.0312064 | val_loss: 0.0312099 | Time: 2630.51 ms [2021-01-22 04:15:14 main:574] : INFO : Epoch 1745 | loss: 0.031207 | val_loss: 0.0312099 | Time: 2615.1 ms [2021-01-22 04:15:17 main:574] : INFO : Epoch 1746 | loss: 0.0312075 | val_loss: 0.0312097 | Time: 2634.6 ms [2021-01-22 04:15:19 main:574] : INFO : Epoch 1747 | loss: 0.0312059 | val_loss: 0.031208 | Time: 2614.37 ms [2021-01-22 04:15:22 main:574] : INFO : Epoch 1748 | loss: 0.0312048 | val_loss: 0.0312104 | Time: 2661.93 ms [2021-01-22 04:15:25 main:574] : INFO : Epoch 1749 | loss: 0.031204 | val_loss: 0.0312073 | Time: 2618.29 ms [2021-01-22 04:15:28 main:574] : INFO : Epoch 1750 | loss: 0.0312034 | val_loss: 0.0312093 | Time: 2602.93 ms [2021-01-22 04:15:30 main:574] : INFO : Epoch 1751 | loss: 0.0312033 | val_loss: 0.0312078 | Time: 2610.29 ms [2021-01-22 04:15:33 main:574] : INFO : Epoch 1752 | loss: 0.0312037 | val_loss: 0.0312076 | Time: 2661.05 ms [2021-01-22 04:15:36 main:574] : INFO : Epoch 1753 | loss: 0.0312035 | val_loss: 0.0312078 | Time: 2668.6 ms [2021-01-22 04:15:38 main:574] : INFO : Epoch 1754 | loss: 0.0312048 | val_loss: 0.0312098 | Time: 2598.88 ms [2021-01-22 04:15:41 main:574] : INFO : Epoch 1755 | loss: 0.0312057 | val_loss: 0.0312087 | Time: 2599.68 ms [2021-01-22 04:15:44 main:574] : INFO : Epoch 1756 | loss: 0.0312066 | val_loss: 0.0312139 | Time: 2652.13 ms [2021-01-22 04:15:46 main:574] : INFO : Epoch 1757 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2593.3 ms [2021-01-22 04:15:49 main:574] : INFO : Epoch 1758 | loss: 0.0312075 | val_loss: 0.0312057 | Time: 2614.38 ms [2021-01-22 04:15:52 main:574] : INFO : Epoch 1759 | loss: 0.0312051 | val_loss: 0.0312056 | Time: 2605.65 ms [2021-01-22 04:15:54 main:574] : INFO : Epoch 1760 | loss: 0.0312041 | val_loss: 0.0312051 | Time: 2703.02 ms [2021-01-22 04:15:57 main:574] : INFO : Epoch 1761 | loss: 0.0312025 | val_loss: 0.031202 | Time: 2682.61 ms [2021-01-22 04:16:00 main:574] : INFO : Epoch 1762 | loss: 0.0312006 | val_loss: 0.0312006 | Time: 2685.83 ms [2021-01-22 04:16:03 main:574] : INFO : Epoch 1763 | loss: 0.0312002 | val_loss: 0.0312019 | Time: 2643.49 ms [2021-01-22 04:16:05 main:574] : INFO : Epoch 1764 | loss: 0.0312008 | val_loss: 0.0312067 | Time: 2581.48 ms [2021-01-22 04:16:08 main:574] : INFO : Epoch 1765 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 2678.95 ms [2021-01-22 04:16:11 main:574] : INFO : Epoch 1766 | loss: 0.0312003 | val_loss: 0.0312022 | Time: 2586.41 ms [2021-01-22 04:16:13 main:574] : INFO : Epoch 1767 | loss: 0.0312012 | val_loss: 0.031202 | Time: 2634 ms [2021-01-22 04:16:16 main:574] : INFO : Epoch 1768 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 2722.09 ms [2021-01-22 04:16:19 main:574] : INFO : Epoch 1769 | loss: 0.0311985 | val_loss: 0.0312036 | Time: 2665.82 ms [2021-01-22 04:16:21 main:574] : INFO : Epoch 1770 | loss: 0.0311997 | val_loss: 0.0312038 | Time: 2631.65 ms [2021-01-22 04:16:24 main:574] : INFO : Epoch 1771 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 2623.83 ms [2021-01-22 04:16:27 main:574] : INFO : Epoch 1772 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 2610.13 ms [2021-01-22 04:16:29 main:574] : INFO : Epoch 1773 | loss: 0.0311985 | val_loss: 0.0312017 | Time: 2661.17 ms [2021-01-22 04:16:32 main:574] : INFO : Epoch 1774 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 2642.97 ms [2021-01-22 04:16:35 main:574] : INFO : Epoch 1775 | loss: 0.0312005 | val_loss: 0.0312062 | Time: 2592.85 ms [2021-01-22 04:16:38 main:574] : INFO : Epoch 1776 | loss: 0.0312029 | val_loss: 0.031201 | Time: 2635.61 ms [2021-01-22 04:16:40 main:574] : INFO : Epoch 1777 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 2600.7 ms [2021-01-22 04:16:43 main:574] : INFO : Epoch 1778 | loss: 0.0311998 | val_loss: 0.0312017 | Time: 2620.81 ms [2021-01-22 04:16:46 main:574] : INFO : Epoch 1779 | loss: 0.0311992 | val_loss: 0.0312003 | Time: 2655.56 ms [2021-01-22 04:16:48 main:574] : INFO : Epoch 1780 | loss: 0.0311973 | val_loss: 0.0312014 | Time: 2677.24 ms [2021-01-22 04:16:51 main:574] : INFO : Epoch 1781 | loss: 0.0311989 | val_loss: 0.0312025 | Time: 2671.53 ms [2021-01-22 04:16:54 main:574] : INFO : Epoch 1782 | loss: 0.0311994 | val_loss: 0.0312071 | Time: 2741.86 ms [2021-01-22 04:16:57 main:574] : INFO : Epoch 1783 | loss: 0.0311994 | val_loss: 0.0312016 | Time: 2639.45 ms [2021-01-22 04:16:59 main:574] : INFO : Epoch 1784 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 2587.73 ms [2021-01-22 04:17:02 main:574] : INFO : Epoch 1785 | loss: 0.0311965 | val_loss: 0.0312035 | Time: 2637.54 ms [2021-01-22 04:17:05 main:574] : INFO : Epoch 1786 | loss: 0.0311981 | val_loss: 0.0312009 | Time: 2654.08 ms [2021-01-22 04:17:07 main:574] : INFO : Epoch 1787 | loss: 0.0311983 | val_loss: 0.0312006 | Time: 2621.99 ms [2021-01-22 04:17:10 main:574] : INFO : Epoch 1788 | loss: 0.0311976 | val_loss: 0.0312003 | Time: 2625.04 ms [2021-01-22 04:17:13 main:574] : INFO : Epoch 1789 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 2625.34 ms [2021-01-22 04:17:15 main:574] : INFO : Epoch 1790 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 2584.19 ms [2021-01-22 04:17:18 main:574] : INFO : Epoch 1791 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 2653.95 ms [2021-01-22 04:17:21 main:574] : INFO : Epoch 1792 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 2640.75 ms [2021-01-22 04:17:23 main:574] : INFO : Epoch 1793 | loss: 0.0311947 | val_loss: 0.0312005 | Time: 2630.91 ms [2021-01-22 04:17:26 main:574] : INFO : Epoch 1794 | loss: 0.031195 | val_loss: 0.0312008 | Time: 2583.14 ms [2021-01-22 04:17:29 main:574] : INFO : Epoch 1795 | loss: 0.0311977 | val_loss: 0.0311997 | Time: 2634.91 ms [2021-01-22 04:17:31 main:574] : INFO : Epoch 1796 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2562.76 ms [2021-01-22 04:17:34 main:574] : INFO : Epoch 1797 | loss: 0.031199 | val_loss: 0.0311994 | Time: 2700.15 ms [2021-01-22 04:17:37 main:574] : INFO : Epoch 1798 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 2597.48 ms [2021-01-22 04:17:40 main:574] : INFO : Epoch 1799 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 2755.36 ms [2021-01-22 04:17:42 main:574] : INFO : Epoch 1800 | loss: 0.0311982 | val_loss: 0.0312 | Time: 2599.54 ms [2021-01-22 04:17:45 main:574] : INFO : Epoch 1801 | loss: 0.0311992 | val_loss: 0.0312041 | Time: 2641.21 ms [2021-01-22 04:17:48 main:574] : INFO : Epoch 1802 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 2644.63 ms [2021-01-22 04:17:50 main:574] : INFO : Epoch 1803 | loss: 0.0311969 | val_loss: 0.0312007 | Time: 2667.56 ms [2021-01-22 04:17:53 main:574] : INFO : Epoch 1804 | loss: 0.0311968 | val_loss: 0.0312003 | Time: 2627.51 ms [2021-01-22 04:17:56 main:574] : INFO : Epoch 1805 | loss: 0.0311958 | val_loss: 0.0312017 | Time: 2684.91 ms [2021-01-22 04:17:58 main:574] : INFO : Epoch 1806 | loss: 0.0311964 | val_loss: 0.0312047 | Time: 2663.78 ms [2021-01-22 04:18:01 main:574] : INFO : Epoch 1807 | loss: 0.0311999 | val_loss: 0.0312035 | Time: 2651.54 ms [2021-01-22 04:18:04 main:574] : INFO : Epoch 1808 | loss: 0.0311986 | val_loss: 0.0312043 | Time: 2665.5 ms [2021-01-22 04:18:07 main:574] : INFO : Epoch 1809 | loss: 0.0311976 | val_loss: 0.031198 | Time: 2628.57 ms [2021-01-22 04:18:09 main:574] : INFO : Epoch 1810 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 2604.11 ms [2021-01-22 04:18:12 main:574] : INFO : Epoch 1811 | loss: 0.0311983 | val_loss: 0.0312091 | Time: 2637.68 ms [2021-01-22 04:18:15 main:574] : INFO : Epoch 1812 | loss: 0.0311989 | val_loss: 0.0311989 | Time: 2558.11 ms [2021-01-22 04:18:17 main:574] : INFO : Epoch 1813 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 2616.47 ms [2021-01-22 04:18:20 main:574] : INFO : Epoch 1814 | loss: 0.031196 | val_loss: 0.0311984 | Time: 2667.76 ms [2021-01-22 04:18:23 main:574] : INFO : Epoch 1815 | loss: 0.031197 | val_loss: 0.0311999 | Time: 2579.84 ms [2021-01-22 04:18:25 main:574] : INFO : Epoch 1816 | loss: 0.0311943 | val_loss: 0.0311972 | Time: 2665.2 ms [2021-01-22 04:18:28 main:574] : INFO : Epoch 1817 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 2595.72 ms [2021-01-22 04:18:31 main:574] : INFO : Epoch 1818 | loss: 0.0311964 | val_loss: 0.0311966 | Time: 2570.95 ms [2021-01-22 04:18:33 main:574] : INFO : Epoch 1819 | loss: 0.0311958 | val_loss: 0.0311975 | Time: 2673.07 ms [2021-01-22 04:18:36 main:574] : INFO : Epoch 1820 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 2649 ms [2021-01-22 04:18:39 main:574] : INFO : Epoch 1821 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 2625.81 ms [2021-01-22 04:18:41 main:574] : INFO : Epoch 1822 | loss: 0.0311946 | val_loss: 0.0311974 | Time: 2638.87 ms [2021-01-22 04:18:44 main:574] : INFO : Epoch 1823 | loss: 0.0311949 | val_loss: 0.0311971 | Time: 2613.88 ms [2021-01-22 04:18:47 main:574] : INFO : Epoch 1824 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 2596.56 ms [2021-01-22 04:18:49 main:574] : INFO : Epoch 1825 | loss: 0.031195 | val_loss: 0.0311971 | Time: 2633.18 ms [2021-01-22 04:18:52 main:574] : INFO : Epoch 1826 | loss: 0.0311962 | val_loss: 0.031198 | Time: 2587.94 ms [2021-01-22 04:18:55 main:574] : INFO : Epoch 1827 | loss: 0.0311991 | val_loss: 0.0311999 | Time: 2720.5 ms [2021-01-22 04:18:58 main:574] : INFO : Epoch 1828 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 2702.11 ms [2021-01-22 04:19:00 main:574] : INFO : Epoch 1829 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 2685.4 ms [2021-01-22 04:19:03 main:574] : INFO : Epoch 1830 | loss: 0.0311963 | val_loss: 0.0311981 | Time: 2635.08 ms [2021-01-22 04:19:06 main:574] : INFO : Epoch 1831 | loss: 0.0311951 | val_loss: 0.0311979 | Time: 2686.38 ms [2021-01-22 04:19:08 main:574] : INFO : Epoch 1832 | loss: 0.0311944 | val_loss: 0.0311978 | Time: 2647.59 ms [2021-01-22 04:19:11 main:574] : INFO : Epoch 1833 | loss: 0.0311975 | val_loss: 0.0311973 | Time: 2607.21 ms [2021-01-22 04:19:14 main:574] : INFO : Epoch 1834 | loss: 0.0311988 | val_loss: 0.0311965 | Time: 2617.34 ms [2021-01-22 04:19:16 main:574] : INFO : Epoch 1835 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2601.63 ms [2021-01-22 04:19:19 main:574] : INFO : Epoch 1836 | loss: 0.031196 | val_loss: 0.0311967 | Time: 2585.57 ms [2021-01-22 04:19:22 main:574] : INFO : Epoch 1837 | loss: 0.031195 | val_loss: 0.0311983 | Time: 2672.28 ms [2021-01-22 04:19:24 main:574] : INFO : Epoch 1838 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 2607.2 ms [2021-01-22 04:19:27 main:574] : INFO : Epoch 1839 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 2555.87 ms [2021-01-22 04:19:30 main:574] : INFO : Epoch 1840 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 2648.46 ms [2021-01-22 04:19:32 main:574] : INFO : Epoch 1841 | loss: 0.031196 | val_loss: 0.0312 | Time: 2684.69 ms [2021-01-22 04:19:35 main:574] : INFO : Epoch 1842 | loss: 0.031198 | val_loss: 0.031198 | Time: 2635.73 ms [2021-01-22 04:19:38 main:574] : INFO : Epoch 1843 | loss: 0.0312016 | val_loss: 0.0311989 | Time: 2649.03 ms [2021-01-22 04:19:41 main:574] : INFO : Epoch 1844 | loss: 0.0311987 | val_loss: 0.0311997 | Time: 2627.78 ms [2021-01-22 04:19:43 main:574] : INFO : Epoch 1845 | loss: 0.0311986 | val_loss: 0.0311981 | Time: 2687.19 ms [2021-01-22 04:19:46 main:574] : INFO : Epoch 1846 | loss: 0.0311991 | val_loss: 0.0312024 | Time: 2608.55 ms [2021-01-22 04:19:49 main:574] : INFO : Epoch 1847 | loss: 0.0311997 | val_loss: 0.0312051 | Time: 2684.9 ms [2021-01-22 04:19:51 main:574] : INFO : Epoch 1848 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 2634.77 ms [2021-01-22 04:19:54 main:574] : INFO : Epoch 1849 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 2707.15 ms [2021-01-22 04:19:57 main:574] : INFO : Epoch 1850 | loss: 0.0311969 | val_loss: 0.031199 | Time: 2579.68 ms [2021-01-22 04:19:59 main:574] : INFO : Epoch 1851 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 2598.54 ms [2021-01-22 04:20:02 main:574] : INFO : Epoch 1852 | loss: 0.0311963 | val_loss: 0.0312034 | Time: 2643.71 ms [2021-01-22 04:20:05 main:574] : INFO : Epoch 1853 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 2622.98 ms [2021-01-22 04:20:07 main:574] : INFO : Epoch 1854 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 2619.34 ms [2021-01-22 04:20:10 main:574] : INFO : Epoch 1855 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 2620.15 ms [2021-01-22 04:20:13 main:574] : INFO : Epoch 1856 | loss: 0.0311959 | val_loss: 0.0311999 | Time: 2630.18 ms [2021-01-22 04:20:16 main:574] : INFO : Epoch 1857 | loss: 0.0311996 | val_loss: 0.0311983 | Time: 2644.34 ms [2021-01-22 04:20:18 main:574] : INFO : Epoch 1858 | loss: 0.0311986 | val_loss: 0.0312023 | Time: 2664.02 ms [2021-01-22 04:20:21 main:574] : INFO : Epoch 1859 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 2715.25 ms [2021-01-22 04:20:24 main:574] : INFO : Epoch 1860 | loss: 0.0311995 | val_loss: 0.0312001 | Time: 2582.73 ms [2021-01-22 04:20:26 main:574] : INFO : Epoch 1861 | loss: 0.0312012 | val_loss: 0.0312032 | Time: 2685.89 ms [2021-01-22 04:20:29 main:574] : INFO : Epoch 1862 | loss: 0.0311989 | val_loss: 0.0312022 | Time: 2597.86 ms [2021-01-22 04:20:32 main:574] : INFO : Epoch 1863 | loss: 0.0311991 | val_loss: 0.0312014 | Time: 2578 ms [2021-01-22 04:20:34 main:574] : INFO : Epoch 1864 | loss: 0.0311983 | val_loss: 0.031201 | Time: 2659.61 ms [2021-01-22 04:20:37 main:574] : INFO : Epoch 1865 | loss: 0.0311982 | val_loss: 0.0312 | Time: 2654.57 ms [2021-01-22 04:20:40 main:574] : INFO : Epoch 1866 | loss: 0.0311973 | val_loss: 0.0312034 | Time: 2671.02 ms [2021-01-22 04:20:42 main:574] : INFO : Epoch 1867 | loss: 0.0311999 | val_loss: 0.0312059 | Time: 2640.26 ms [2021-01-22 04:20:45 main:574] : INFO : Epoch 1868 | loss: 0.0311987 | val_loss: 0.031204 | Time: 2590.74 ms [2021-01-22 04:20:48 main:574] : INFO : Epoch 1869 | loss: 0.0312041 | val_loss: 0.0312071 | Time: 2630.37 ms [2021-01-22 04:20:51 main:574] : INFO : Epoch 1870 | loss: 0.0312025 | val_loss: 0.0312015 | Time: 2636.73 ms [2021-01-22 04:20:53 main:574] : INFO : Epoch 1871 | loss: 0.0311987 | val_loss: 0.0312027 | Time: 2637.57 ms [2021-01-22 04:20:56 main:574] : INFO : Epoch 1872 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 2641.48 ms [2021-01-22 04:20:59 main:574] : INFO : Epoch 1873 | loss: 0.031198 | val_loss: 0.0312007 | Time: 2620.54 ms [2021-01-22 04:21:01 main:574] : INFO : Epoch 1874 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 2724.96 ms [2021-01-22 04:21:04 main:574] : INFO : Epoch 1875 | loss: 0.0311982 | val_loss: 0.0312018 | Time: 2624.78 ms [2021-01-22 04:21:07 main:574] : INFO : Epoch 1876 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 2612.81 ms [2021-01-22 04:21:09 main:574] : INFO : Epoch 1877 | loss: 0.0311981 | val_loss: 0.0312022 | Time: 2561 ms [2021-01-22 04:21:12 main:574] : INFO : Epoch 1878 | loss: 0.0311981 | val_loss: 0.031202 | Time: 2582.99 ms [2021-01-22 04:21:15 main:574] : INFO : Epoch 1879 | loss: 0.0311989 | val_loss: 0.031205 | Time: 2590.42 ms [2021-01-22 04:21:17 main:574] : INFO : Epoch 1880 | loss: 0.0311988 | val_loss: 0.031201 | Time: 2585.64 ms [2021-01-22 04:21:20 main:574] : INFO : Epoch 1881 | loss: 0.0311969 | val_loss: 0.031201 | Time: 2605.5 ms [2021-01-22 04:21:22 main:574] : INFO : Epoch 1882 | loss: 0.0311977 | val_loss: 0.0312037 | Time: 2589.28 ms [2021-01-22 04:21:25 main:574] : INFO : Epoch 1883 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 2657.77 ms [2021-01-22 04:21:28 main:574] : INFO : Epoch 1884 | loss: 0.0312006 | val_loss: 0.031202 | Time: 2618.37 ms [2021-01-22 04:21:31 main:574] : INFO : Epoch 1885 | loss: 0.0311979 | val_loss: 0.0312022 | Time: 2686.22 ms [2021-01-22 04:21:33 main:574] : INFO : Epoch 1886 | loss: 0.0311973 | val_loss: 0.0312005 | Time: 2662.33 ms [2021-01-22 04:21:36 main:574] : INFO : Epoch 1887 | loss: 0.0311973 | val_loss: 0.0312023 | Time: 2565.18 ms [2021-01-22 04:21:39 main:574] : INFO : Epoch 1888 | loss: 0.0311985 | val_loss: 0.0312013 | Time: 2648.32 ms [2021-01-22 04:21:41 main:574] : INFO : Epoch 1889 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 2667.89 ms [2021-01-22 04:21:44 main:574] : INFO : Epoch 1890 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2651.92 ms [2021-01-22 04:21:47 main:574] : INFO : Epoch 1891 | loss: 0.0311965 | val_loss: 0.0312 | Time: 2606.24 ms [2021-01-22 04:21:49 main:574] : INFO : Epoch 1892 | loss: 0.0311981 | val_loss: 0.0312016 | Time: 2568.94 ms [2021-01-22 04:21:52 main:574] : INFO : Epoch 1893 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 2628.27 ms [2021-01-22 04:21:55 main:574] : INFO : Epoch 1894 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 2643.85 ms [2021-01-22 04:21:57 main:574] : INFO : Epoch 1895 | loss: 0.0311969 | val_loss: 0.0311992 | Time: 2628.79 ms [2021-01-22 04:22:00 main:574] : INFO : Epoch 1896 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 2647.56 ms [2021-01-22 04:22:03 main:574] : INFO : Epoch 1897 | loss: 0.0311971 | val_loss: 0.0312013 | Time: 2671.39 ms [2021-01-22 04:22:06 main:574] : INFO : Epoch 1898 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 2655.21 ms [2021-01-22 04:22:08 main:574] : INFO : Epoch 1899 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 2649.9 ms [2021-01-22 04:22:11 main:574] : INFO : Epoch 1900 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 2601.04 ms [2021-01-22 04:22:14 main:574] : INFO : Epoch 1901 | loss: 0.0311994 | val_loss: 0.0312096 | Time: 2596.15 ms [2021-01-22 04:22:16 main:574] : INFO : Epoch 1902 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 2631.41 ms [2021-01-22 04:22:19 main:574] : INFO : Epoch 1903 | loss: 0.0312017 | val_loss: 0.0312031 | Time: 2670.63 ms [2021-01-22 04:22:22 main:574] : INFO : Epoch 1904 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 2647.64 ms [2021-01-22 04:22:24 main:574] : INFO : Epoch 1905 | loss: 0.0312 | val_loss: 0.031204 | Time: 2630.2 ms [2021-01-22 04:22:27 main:574] : INFO : Epoch 1906 | loss: 0.0312003 | val_loss: 0.0312042 | Time: 2581.37 ms [2021-01-22 04:22:30 main:574] : INFO : Epoch 1907 | loss: 0.0311999 | val_loss: 0.0312031 | Time: 2686.66 ms [2021-01-22 04:22:33 main:574] : INFO : Epoch 1908 | loss: 0.0311986 | val_loss: 0.0312007 | Time: 2709.62 ms [2021-01-22 04:22:35 main:574] : INFO : Epoch 1909 | loss: 0.0311974 | val_loss: 0.0312017 | Time: 2576.05 ms [2021-01-22 04:22:38 main:574] : INFO : Epoch 1910 | loss: 0.0311987 | val_loss: 0.0312057 | Time: 2611.86 ms [2021-01-22 04:22:40 main:574] : INFO : Epoch 1911 | loss: 0.031198 | val_loss: 0.0312024 | Time: 2608.69 ms [2021-01-22 04:22:43 main:574] : INFO : Epoch 1912 | loss: 0.0311976 | val_loss: 0.0312003 | Time: 2640.83 ms [2021-01-22 04:22:46 main:574] : INFO : Epoch 1913 | loss: 0.0311973 | val_loss: 0.0312014 | Time: 2645.43 ms [2021-01-22 04:22:48 main:574] : INFO : Epoch 1914 | loss: 0.031199 | val_loss: 0.0312082 | Time: 2592.34 ms [2021-01-22 04:22:51 main:574] : INFO : Epoch 1915 | loss: 0.031201 | val_loss: 0.031207 | Time: 2652.6 ms [2021-01-22 04:22:54 main:574] : INFO : Epoch 1916 | loss: 0.0312005 | val_loss: 0.0312012 | Time: 2717.07 ms [2021-01-22 04:22:57 main:574] : INFO : Epoch 1917 | loss: 0.0312 | val_loss: 0.0312021 | Time: 2673.13 ms [2021-01-22 04:22:59 main:574] : INFO : Epoch 1918 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 2643.58 ms [2021-01-22 04:23:02 main:574] : INFO : Epoch 1919 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 2657.03 ms [2021-01-22 04:23:05 main:574] : INFO : Epoch 1920 | loss: 0.0311981 | val_loss: 0.0312027 | Time: 2665.66 ms [2021-01-22 04:23:07 main:574] : INFO : Epoch 1921 | loss: 0.0311985 | val_loss: 0.0312015 | Time: 2618.94 ms [2021-01-22 04:23:10 main:574] : INFO : Epoch 1922 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 2624.13 ms [2021-01-22 04:23:13 main:574] : INFO : Epoch 1923 | loss: 0.0311985 | val_loss: 0.031202 | Time: 2580.13 ms [2021-01-22 04:23:16 main:574] : INFO : Epoch 1924 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 2608.71 ms [2021-01-22 04:23:18 main:574] : INFO : Epoch 1925 | loss: 0.0311968 | val_loss: 0.0312011 | Time: 2609.22 ms [2021-01-22 04:23:21 main:574] : INFO : Epoch 1926 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 2643.36 ms [2021-01-22 04:23:24 main:574] : INFO : Epoch 1927 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 2629.31 ms [2021-01-22 04:23:26 main:574] : INFO : Epoch 1928 | loss: 0.0311992 | val_loss: 0.0312013 | Time: 2614.52 ms [2021-01-22 04:23:29 main:574] : INFO : Epoch 1929 | loss: 0.0311992 | val_loss: 0.0312061 | Time: 2649.22 ms [2021-01-22 04:23:32 main:574] : INFO : Epoch 1930 | loss: 0.0312012 | val_loss: 0.0312019 | Time: 2625.33 ms [2021-01-22 04:23:34 main:574] : INFO : Epoch 1931 | loss: 0.0311998 | val_loss: 0.0312021 | Time: 2637.66 ms [2021-01-22 04:23:37 main:574] : INFO : Epoch 1932 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 2593.23 ms [2021-01-22 04:23:40 main:574] : INFO : Epoch 1933 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 2544.24 ms [2021-01-22 04:23:42 main:574] : INFO : Epoch 1934 | loss: 0.0311963 | val_loss: 0.0311998 | Time: 2631.46 ms [2021-01-22 04:23:45 main:574] : INFO : Epoch 1935 | loss: 0.0312008 | val_loss: 0.031197 | Time: 2569.8 ms [2021-01-22 04:23:48 main:574] : INFO : Epoch 1936 | loss: 0.0312004 | val_loss: 0.0311982 | Time: 2621.78 ms [2021-01-22 04:23:50 main:574] : INFO : Epoch 1937 | loss: 0.0311995 | val_loss: 0.0311971 | Time: 2665.24 ms [2021-01-22 04:23:53 main:574] : INFO : Epoch 1938 | loss: 0.031198 | val_loss: 0.0311976 | Time: 2644.36 ms [2021-01-22 04:23:56 main:574] : INFO : Epoch 1939 | loss: 0.0311986 | val_loss: 0.0311967 | Time: 2644.13 ms [2021-01-22 04:23:58 main:574] : INFO : Epoch 1940 | loss: 0.0311983 | val_loss: 0.0311977 | Time: 2609.09 ms [2021-01-22 04:24:01 main:574] : INFO : Epoch 1941 | loss: 0.0311996 | val_loss: 0.0312026 | Time: 2614.65 ms [2021-01-22 04:24:04 main:574] : INFO : Epoch 1942 | loss: 0.0311991 | val_loss: 0.0311968 | Time: 2507.54 ms [2021-01-22 04:24:06 main:574] : INFO : Epoch 1943 | loss: 0.0311982 | val_loss: 0.0311998 | Time: 2609.24 ms [2021-01-22 04:24:09 main:574] : INFO : Epoch 1944 | loss: 0.0311983 | val_loss: 0.0311989 | Time: 2604.86 ms [2021-01-22 04:24:12 main:574] : INFO : Epoch 1945 | loss: 0.031199 | val_loss: 0.0311987 | Time: 2588.22 ms [2021-01-22 04:24:14 main:574] : INFO : Epoch 1946 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 2694.54 ms [2021-01-22 04:24:17 main:574] : INFO : Epoch 1947 | loss: 0.0311983 | val_loss: 0.0311983 | Time: 2630.11 ms [2021-01-22 04:24:20 main:574] : INFO : Epoch 1948 | loss: 0.0311988 | val_loss: 0.0312 | Time: 2595.62 ms [2021-01-22 04:24:22 main:574] : INFO : Epoch 1949 | loss: 0.031199 | val_loss: 0.0312058 | Time: 2658.87 ms [2021-01-22 04:24:25 main:574] : INFO : Epoch 1950 | loss: 0.0311993 | val_loss: 0.0311985 | Time: 2535.21 ms [2021-01-22 04:24:28 main:574] : INFO : Epoch 1951 | loss: 0.0311984 | val_loss: 0.0312009 | Time: 2562.64 ms [2021-01-22 04:24:30 main:574] : INFO : Epoch 1952 | loss: 0.0312018 | val_loss: 0.0312006 | Time: 2670.61 ms [2021-01-22 04:24:33 main:574] : INFO : Epoch 1953 | loss: 0.0312004 | val_loss: 0.0311993 | Time: 2593.23 ms [2021-01-22 04:24:36 main:574] : INFO : Epoch 1954 | loss: 0.0311998 | val_loss: 0.0312039 | Time: 2610.65 ms [2021-01-22 04:24:38 main:574] : INFO : Epoch 1955 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 2675.47 ms [2021-01-22 04:24:41 main:574] : INFO : Epoch 1956 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 2577.7 ms [2021-01-22 04:24:44 main:574] : INFO : Epoch 1957 | loss: 0.0312021 | val_loss: 0.031202 | Time: 2622.14 ms [2021-01-22 04:24:46 main:574] : INFO : Epoch 1958 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 2563.11 ms [2021-01-22 04:24:49 main:574] : INFO : Epoch 1959 | loss: 0.0311997 | val_loss: 0.0312011 | Time: 2712.38 ms [2021-01-22 04:24:52 main:574] : INFO : Epoch 1960 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 2699.92 ms [2021-01-22 04:24:54 main:574] : INFO : Epoch 1961 | loss: 0.0311977 | val_loss: 0.0311981 | Time: 2591.16 ms [2021-01-22 04:24:57 main:574] : INFO : Epoch 1962 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 2621.57 ms [2021-01-22 04:25:00 main:574] : INFO : Epoch 1963 | loss: 0.0311965 | val_loss: 0.0311976 | Time: 2618.87 ms [2021-01-22 04:25:02 main:574] : INFO : Epoch 1964 | loss: 0.0311957 | val_loss: 0.0311975 | Time: 2552.57 ms [2021-01-22 04:25:05 main:574] : INFO : Epoch 1965 | loss: 0.0311962 | val_loss: 0.031201 | Time: 2695.88 ms [2021-01-22 04:25:08 main:574] : INFO : Epoch 1966 | loss: 0.0311992 | val_loss: 0.0311976 | Time: 2692.72 ms [2021-01-22 04:25:10 main:574] : INFO : Epoch 1967 | loss: 0.0311972 | val_loss: 0.0311957 | Time: 2599.96 ms [2021-01-22 04:25:13 main:574] : INFO : Epoch 1968 | loss: 0.0311945 | val_loss: 0.0311959 | Time: 2744.67 ms [2021-01-22 04:25:16 main:574] : INFO : Epoch 1969 | loss: 0.0311969 | val_loss: 0.0311963 | Time: 2610.7 ms [2021-01-22 04:25:19 main:574] : INFO : Epoch 1970 | loss: 0.0311948 | val_loss: 0.0311948 | Time: 2608.21 ms [2021-01-22 04:25:21 main:574] : INFO : Epoch 1971 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 2615.8 ms [2021-01-22 04:25:24 main:574] : INFO : Epoch 1972 | loss: 0.0311938 | val_loss: 0.031195 | Time: 2587.54 ms [2021-01-22 04:25:27 main:574] : INFO : Epoch 1973 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 2676.45 ms [2021-01-22 04:25:29 main:574] : INFO : Epoch 1974 | loss: 0.0311935 | val_loss: 0.0311956 | Time: 2691.57 ms [2021-01-22 04:25:32 main:574] : INFO : Epoch 1975 | loss: 0.031194 | val_loss: 0.0311951 | Time: 2611.89 ms [2021-01-22 04:25:35 main:574] : INFO : Epoch 1976 | loss: 0.0311941 | val_loss: 0.031196 | Time: 2594.39 ms [2021-01-22 04:25:37 main:574] : INFO : Epoch 1977 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 2576.91 ms [2021-01-22 04:25:40 main:574] : INFO : Epoch 1978 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 2628.92 ms [2021-01-22 04:25:43 main:574] : INFO : Epoch 1979 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 2574.57 ms [2021-01-22 04:25:45 main:574] : INFO : Epoch 1980 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 2647.53 ms [2021-01-22 04:25:48 main:574] : INFO : Epoch 1981 | loss: 0.0311952 | val_loss: 0.0312008 | Time: 2648.73 ms [2021-01-22 04:25:51 main:574] : INFO : Epoch 1982 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 2586.73 ms [2021-01-22 04:25:53 main:574] : INFO : Epoch 1983 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 2560.24 ms [2021-01-22 04:25:56 main:574] : INFO : Epoch 1984 | loss: 0.0311944 | val_loss: 0.0311951 | Time: 2607.88 ms [2021-01-22 04:25:58 main:574] : INFO : Epoch 1985 | loss: 0.031194 | val_loss: 0.0311968 | Time: 2593.66 ms [2021-01-22 04:26:01 main:574] : INFO : Epoch 1986 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 2636.68 ms [2021-01-22 04:26:04 main:574] : INFO : Epoch 1987 | loss: 0.0311959 | val_loss: 0.0311949 | Time: 2608.28 ms [2021-01-22 04:26:06 main:574] : INFO : Epoch 1988 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 2626.87 ms [2021-01-22 04:26:09 main:574] : INFO : Epoch 1989 | loss: 0.0311965 | val_loss: 0.0311954 | Time: 2580.03 ms [2021-01-22 04:26:12 main:574] : INFO : Epoch 1990 | loss: 0.0311933 | val_loss: 0.0311955 | Time: 2657.68 ms [2021-01-22 04:26:14 main:574] : INFO : Epoch 1991 | loss: 0.0311934 | val_loss: 0.031195 | Time: 2583.02 ms [2021-01-22 04:26:17 main:574] : INFO : Epoch 1992 | loss: 0.0311927 | val_loss: 0.031195 | Time: 2679.91 ms [2021-01-22 04:26:20 main:574] : INFO : Epoch 1993 | loss: 0.0311932 | val_loss: 0.031195 | Time: 2599.5 ms [2021-01-22 04:26:22 main:574] : INFO : Epoch 1994 | loss: 0.0311922 | val_loss: 0.0311947 | Time: 2593.08 ms [2021-01-22 04:26:25 main:574] : INFO : Epoch 1995 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 2634.74 ms [2021-01-22 04:26:28 main:574] : INFO : Epoch 1996 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 2551.49 ms [2021-01-22 04:26:30 main:574] : INFO : Epoch 1997 | loss: 0.0311937 | val_loss: 0.0311961 | Time: 2661.42 ms [2021-01-22 04:26:33 main:574] : INFO : Epoch 1998 | loss: 0.0311946 | val_loss: 0.0311945 | Time: 2614.15 ms [2021-01-22 04:26:36 main:574] : INFO : Epoch 1999 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 2703.84 ms [2021-01-22 04:26:38 main:574] : INFO : Epoch 2000 | loss: 0.0311924 | val_loss: 0.0311947 | Time: 2621.48 ms [2021-01-22 04:26:41 main:574] : INFO : Epoch 2001 | loss: 0.0311936 | val_loss: 0.0311972 | Time: 2649.25 ms [2021-01-22 04:26:44 main:574] : INFO : Epoch 2002 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 2694.61 ms [2021-01-22 04:26:47 main:574] : INFO : Epoch 2003 | loss: 0.0311912 | val_loss: 0.0311934 | Time: 2624.62 ms [2021-01-22 04:26:49 main:574] : INFO : Epoch 2004 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 2668.33 ms [2021-01-22 04:26:52 main:574] : INFO : Epoch 2005 | loss: 0.0311925 | val_loss: 0.0311963 | Time: 2664.23 ms [2021-01-22 04:26:55 main:574] : INFO : Epoch 2006 | loss: 0.0311922 | val_loss: 0.0311946 | Time: 2575.92 ms [2021-01-22 04:26:58 main:574] : INFO : Epoch 2007 | loss: 0.0311918 | val_loss: 0.0311928 | Time: 2703.15 ms [2021-01-22 04:27:00 main:574] : INFO : Epoch 2008 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 2613.05 ms [2021-01-22 04:27:03 main:574] : INFO : Epoch 2009 | loss: 0.0311911 | val_loss: 0.031195 | Time: 2710.07 ms [2021-01-22 04:27:06 main:574] : INFO : Epoch 2010 | loss: 0.0311921 | val_loss: 0.0311932 | Time: 2666.86 ms [2021-01-22 04:27:08 main:574] : INFO : Epoch 2011 | loss: 0.0311926 | val_loss: 0.0311989 | Time: 2643.12 ms [2021-01-22 04:27:11 main:574] : INFO : Epoch 2012 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 2572.23 ms [2021-01-22 04:27:14 main:574] : INFO : Epoch 2013 | loss: 0.0311913 | val_loss: 0.0311929 | Time: 2588.08 ms [2021-01-22 04:27:16 main:574] : INFO : Epoch 2014 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 2644.72 ms [2021-01-22 04:27:19 main:574] : INFO : Epoch 2015 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 2676.98 ms [2021-01-22 04:27:22 main:574] : INFO : Epoch 2016 | loss: 0.0311965 | val_loss: 0.0312018 | Time: 2618.56 ms [2021-01-22 04:27:24 main:574] : INFO : Epoch 2017 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 2617.74 ms [2021-01-22 04:27:27 main:574] : INFO : Epoch 2018 | loss: 0.0311921 | val_loss: 0.031196 | Time: 2663.78 ms [2021-01-22 04:27:30 main:574] : INFO : Epoch 2019 | loss: 0.0311921 | val_loss: 0.0311948 | Time: 2623.16 ms [2021-01-22 04:27:33 main:574] : INFO : Epoch 2020 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 2648.73 ms [2021-01-22 04:27:35 main:574] : INFO : Epoch 2021 | loss: 0.0311928 | val_loss: 0.0311963 | Time: 2638.75 ms [2021-01-22 04:27:38 main:574] : INFO : Epoch 2022 | loss: 0.0311922 | val_loss: 0.0311934 | Time: 2607.74 ms [2021-01-22 04:27:41 main:574] : INFO : Epoch 2023 | loss: 0.0311914 | val_loss: 0.0311932 | Time: 2673.17 ms [2021-01-22 04:27:43 main:574] : INFO : Epoch 2024 | loss: 0.0311923 | val_loss: 0.0311936 | Time: 2643.2 ms [2021-01-22 04:27:46 main:574] : INFO : Epoch 2025 | loss: 0.031191 | val_loss: 0.0311938 | Time: 2621.13 ms [2021-01-22 04:27:49 main:574] : INFO : Epoch 2026 | loss: 0.0311915 | val_loss: 0.0311993 | Time: 2587.2 ms [2021-01-22 04:27:51 main:574] : INFO : Epoch 2027 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 2622.14 ms [2021-01-22 04:27:54 main:574] : INFO : Epoch 2028 | loss: 0.0311925 | val_loss: 0.031194 | Time: 2615.08 ms [2021-01-22 04:27:57 main:574] : INFO : Epoch 2029 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 2583.84 ms [2021-01-22 04:27:59 main:574] : INFO : Epoch 2030 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 2616.61 ms [2021-01-22 04:28:02 main:574] : INFO : Epoch 2031 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 2596.35 ms [2021-01-22 04:28:05 main:574] : INFO : Epoch 2032 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 2550.25 ms [2021-01-22 04:28:07 main:574] : INFO : Epoch 2033 | loss: 0.0311921 | val_loss: 0.0311949 | Time: 2588.61 ms [2021-01-22 04:28:10 main:574] : INFO : Epoch 2034 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 2626.48 ms [2021-01-22 04:28:13 main:574] : INFO : Epoch 2035 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 2658.92 ms [2021-01-22 04:28:15 main:574] : INFO : Epoch 2036 | loss: 0.0311956 | val_loss: 0.0311995 | Time: 2623.19 ms [2021-01-22 04:28:18 main:574] : INFO : Epoch 2037 | loss: 0.0311949 | val_loss: 0.0311952 | Time: 2585.3 ms [2021-01-22 04:28:21 main:574] : INFO : Epoch 2038 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 2655.13 ms [2021-01-22 04:28:23 main:574] : INFO : Epoch 2039 | loss: 0.0311932 | val_loss: 0.0311976 | Time: 2569.67 ms [2021-01-22 04:28:27 main:574] : INFO : Epoch 2040 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 3387.03 ms [2021-01-22 04:28:29 main:574] : INFO : Epoch 2041 | loss: 0.031192 | val_loss: 0.0311937 | Time: 2617.38 ms [2021-01-22 04:28:32 main:574] : INFO : Epoch 2042 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 2621.86 ms [2021-01-22 04:28:35 main:574] : INFO : Epoch 2043 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 2608.72 ms [2021-01-22 04:28:37 main:574] : INFO : Epoch 2044 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 2624.7 ms [2021-01-22 04:28:40 main:574] : INFO : Epoch 2045 | loss: 0.0311926 | val_loss: 0.0311976 | Time: 2676.15 ms [2021-01-22 04:28:43 main:574] : INFO : Epoch 2046 | loss: 0.0311942 | val_loss: 0.031194 | Time: 2580.5 ms [2021-01-22 04:28:45 main:574] : INFO : Epoch 2047 | loss: 0.0311912 | val_loss: 0.031199 | Time: 2579.11 ms [2021-01-22 04:28:48 main:574] : INFO : Epoch 2048 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 2684.44 ms [2021-01-22 04:28:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311953 [2021-01-22 04:28:48 main:603] : INFO : Saving end state to config to file [2021-01-22 04:28:48 main:608] : INFO : Success, exiting.. 04:28:48 (15752): 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)