Task 3745330
| Name | ParityModified-1609264025-10661-5_0 |
| Workunit | 1924644 |
| Created | 20 Jan 2021, 20:14:37 UTC |
| Sent | 22 Jan 2021, 13:18:30 UTC |
| Report deadline | 29 Jan 2021, 13:18:30 UTC |
| Received | 22 Jan 2021, 15:02:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 34 min 7 sec |
| CPU time | 1 hours 17 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 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> ain:574] : INFO : Epoch 1542 | loss: 0.0311957 | val_loss: 0.0312046 | Time: 2702.14 ms [2021-01-22 06:39:22 main:574] : INFO : Epoch 1543 | loss: 0.0311963 | val_loss: 0.0312073 | Time: 2528.07 ms [2021-01-22 06:39:25 main:574] : INFO : Epoch 1544 | loss: 0.0311957 | val_loss: 0.0312055 | Time: 2617.19 ms [2021-01-22 06:39:28 main:574] : INFO : Epoch 1545 | loss: 0.0311945 | val_loss: 0.0312045 | Time: 2770.14 ms [2021-01-22 06:39:31 main:574] : INFO : Epoch 1546 | loss: 0.0311946 | val_loss: 0.031204 | Time: 2702.08 ms [2021-01-22 06:39:34 main:574] : INFO : Epoch 1547 | loss: 0.0311942 | val_loss: 0.0312042 | Time: 2798.49 ms [2021-01-22 06:39:36 main:574] : INFO : Epoch 1548 | loss: 0.0311953 | val_loss: 0.031207 | Time: 2616.58 ms [2021-01-22 06:39:39 main:574] : INFO : Epoch 1549 | loss: 0.0311948 | val_loss: 0.0312049 | Time: 2781.79 ms [2021-01-22 06:39:42 main:574] : INFO : Epoch 1550 | loss: 0.0311946 | val_loss: 0.0312047 | Time: 2701.53 ms [2021-01-22 06:39:45 main:574] : INFO : Epoch 1551 | loss: 0.0311948 | val_loss: 0.0312035 | Time: 2679.65 ms [2021-01-22 06:39:47 main:574] : INFO : Epoch 1552 | loss: 0.0311944 | val_loss: 0.031203 | Time: 2733.22 ms [2021-01-22 06:39:50 main:574] : INFO : Epoch 1553 | loss: 0.0311959 | val_loss: 0.0312055 | Time: 2634.64 ms [2021-01-22 06:39:53 main:574] : INFO : Epoch 1554 | loss: 0.0311941 | val_loss: 0.0312073 | Time: 2588.58 ms [2021-01-22 06:39:55 main:574] : INFO : Epoch 1555 | loss: 0.0311963 | val_loss: 0.0312058 | Time: 2711.02 ms [2021-01-22 06:39:58 main:574] : INFO : Epoch 1556 | loss: 0.0311954 | val_loss: 0.0312059 | Time: 2678.38 ms [2021-01-22 06:40:01 main:574] : INFO : Epoch 1557 | loss: 0.0311943 | val_loss: 0.0312075 | Time: 2582.54 ms [2021-01-22 06:40:03 main:574] : INFO : Epoch 1558 | loss: 0.0311932 | val_loss: 0.0312027 | Time: 2676.97 ms [2021-01-22 06:40:06 main:574] : INFO : Epoch 1559 | loss: 0.0311944 | val_loss: 0.0312027 | Time: 2634.15 ms [2021-01-22 06:40:09 main:574] : INFO : Epoch 1560 | loss: 0.0311924 | val_loss: 0.031204 | Time: 2657.32 ms [2021-01-22 06:40:12 main:574] : INFO : Epoch 1561 | loss: 0.0311923 | val_loss: 0.0312047 | Time: 2656.38 ms [2021-01-22 06:40:14 main:574] : INFO : Epoch 1562 | loss: 0.0311936 | val_loss: 0.0312115 | Time: 2720.05 ms [2021-01-22 06:40:17 main:574] : INFO : Epoch 1563 | loss: 0.0311933 | val_loss: 0.0312034 | Time: 2625.4 ms [2021-01-22 06:40:20 main:574] : INFO : Epoch 1564 | loss: 0.031191 | val_loss: 0.0312033 | Time: 2598.14 ms [2021-01-22 06:40:22 main:574] : INFO : Epoch 1565 | loss: 0.0311917 | val_loss: 0.0312033 | Time: 2700 ms [2021-01-22 06:40:25 main:574] : INFO : Epoch 1566 | loss: 0.0311923 | val_loss: 0.0312064 | Time: 2696.02 ms [2021-01-22 06:40:28 main:574] : INFO : Epoch 1567 | loss: 0.0311916 | val_loss: 0.0312037 | Time: 2627.57 ms [2021-01-22 06:40:31 main:574] : INFO : Epoch 1568 | loss: 0.031193 | val_loss: 0.0312075 | Time: 2604.8 ms [2021-01-22 06:40:33 main:574] : INFO : Epoch 1569 | loss: 0.0311958 | val_loss: 0.0312032 | Time: 2758.46 ms [2021-01-22 06:40:36 main:574] : INFO : Epoch 1570 | loss: 0.0311919 | val_loss: 0.0312038 | Time: 2739.34 ms [2021-01-22 06:40:39 main:574] : INFO : Epoch 1571 | loss: 0.0311923 | val_loss: 0.0312058 | Time: 2716.87 ms [2021-01-22 06:40:42 main:574] : INFO : Epoch 1572 | loss: 0.031191 | val_loss: 0.0312043 | Time: 2650.96 ms [2021-01-22 06:40:45 main:574] : INFO : Epoch 1573 | loss: 0.0311917 | val_loss: 0.0312048 | Time: 2733.71 ms [2021-01-22 06:40:47 main:574] : INFO : Epoch 1574 | loss: 0.0311918 | val_loss: 0.0312027 | Time: 2735.33 ms [2021-01-22 06:40:50 main:574] : INFO : Epoch 1575 | loss: 0.0311914 | val_loss: 0.0312039 | Time: 2691.21 ms [2021-01-22 06:40:53 main:574] : INFO : Epoch 1576 | loss: 0.0311912 | val_loss: 0.0312048 | Time: 2781.18 ms [2021-01-22 06:40:56 main:574] : INFO : Epoch 1577 | loss: 0.0311911 | val_loss: 0.0312053 | Time: 2640.91 ms [2021-01-22 06:40:58 main:574] : INFO : Epoch 1578 | loss: 0.0311915 | val_loss: 0.0312021 | Time: 2714.13 ms [2021-01-22 06:41:01 main:574] : INFO : Epoch 1579 | loss: 0.0311914 | val_loss: 0.0312032 | Time: 2575.69 ms [2021-01-22 06:41:04 main:574] : INFO : Epoch 1580 | loss: 0.0311917 | val_loss: 0.0312076 | Time: 2699.15 ms [2021-01-22 06:41:07 main:574] : INFO : Epoch 1581 | loss: 0.031191 | val_loss: 0.031203 | Time: 2820.74 ms [2021-01-22 06:41:09 main:574] : INFO : Epoch 1582 | loss: 0.0311911 | val_loss: 0.031207 | Time: 2649.63 ms [2021-01-22 06:41:12 main:574] : INFO : Epoch 1583 | loss: 0.0311918 | val_loss: 0.031204 | Time: 2730.16 ms [2021-01-22 06:41:15 main:574] : INFO : Epoch 1584 | loss: 0.0311934 | val_loss: 0.0312036 | Time: 2749.1 ms [2021-01-22 06:41:18 main:574] : INFO : Epoch 1585 | loss: 0.0311933 | val_loss: 0.0312091 | Time: 2737.65 ms [2021-01-22 06:41:21 main:574] : INFO : Epoch 1586 | loss: 0.0311927 | val_loss: 0.0312066 | Time: 2716.03 ms [2021-01-22 06:41:23 main:574] : INFO : Epoch 1587 | loss: 0.0311935 | val_loss: 0.0312055 | Time: 2609.01 ms [2021-01-22 06:41:26 main:574] : INFO : Epoch 1588 | loss: 0.0311948 | val_loss: 0.0312068 | Time: 2616.65 ms [2021-01-22 06:41:29 main:574] : INFO : Epoch 1589 | loss: 0.0311949 | val_loss: 0.0312057 | Time: 2606.51 ms [2021-01-22 06:41:31 main:574] : INFO : Epoch 1590 | loss: 0.0311918 | val_loss: 0.0312023 | Time: 2597.79 ms [2021-01-22 06:41:34 main:574] : INFO : Epoch 1591 | loss: 0.0311908 | val_loss: 0.0312078 | Time: 2622.06 ms [2021-01-22 06:41:37 main:574] : INFO : Epoch 1592 | loss: 0.031191 | val_loss: 0.0312031 | Time: 2753.92 ms [2021-01-22 06:41:39 main:574] : INFO : Epoch 1593 | loss: 0.0311907 | val_loss: 0.0312015 | Time: 2628.12 ms [2021-01-22 06:41:42 main:574] : INFO : Epoch 1594 | loss: 0.0311898 | val_loss: 0.0312015 | Time: 2754.86 ms [2021-01-22 06:41:45 main:574] : INFO : Epoch 1595 | loss: 0.031189 | val_loss: 0.0312023 | Time: 2688.59 ms [2021-01-22 06:41:48 main:574] : INFO : Epoch 1596 | loss: 0.03119 | val_loss: 0.0312056 | Time: 2657.11 ms [2021-01-22 06:41:50 main:574] : INFO : Epoch 1597 | loss: 0.0311939 | val_loss: 0.0312063 | Time: 2649.85 ms [2021-01-22 06:41:53 main:574] : INFO : Epoch 1598 | loss: 0.0311937 | val_loss: 0.0312032 | Time: 2672.33 ms [2021-01-22 06:41:56 main:574] : INFO : Epoch 1599 | loss: 0.0311895 | val_loss: 0.0312052 | Time: 2676.79 ms [2021-01-22 06:41:59 main:574] : INFO : Epoch 1600 | loss: 0.0311922 | val_loss: 0.031203 | Time: 2736.41 ms [2021-01-22 06:42:01 main:574] : INFO : Epoch 1601 | loss: 0.0311902 | val_loss: 0.031202 | Time: 2621.78 ms [2021-01-22 06:42:04 main:574] : INFO : Epoch 1602 | loss: 0.0311892 | val_loss: 0.0312024 | Time: 2705.19 ms [2021-01-22 06:42:07 main:574] : INFO : Epoch 1603 | loss: 0.0311899 | val_loss: 0.0312022 | Time: 2617.14 ms [2021-01-22 06:42:10 main:574] : INFO : Epoch 1604 | loss: 0.0311895 | val_loss: 0.031202 | Time: 2768.08 ms [2021-01-22 06:42:12 main:574] : INFO : Epoch 1605 | loss: 0.0311913 | val_loss: 0.0312094 | Time: 2676.43 ms [2021-01-22 06:42:15 main:574] : INFO : Epoch 1606 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 2671.65 ms [2021-01-22 06:42:18 main:574] : INFO : Epoch 1607 | loss: 0.0311893 | val_loss: 0.0312024 | Time: 2715.15 ms [2021-01-22 06:42:21 main:574] : INFO : Epoch 1608 | loss: 0.0311891 | val_loss: 0.0312011 | Time: 2615.62 ms [2021-01-22 06:42:23 main:574] : INFO : Epoch 1609 | loss: 0.0311896 | val_loss: 0.0312027 | Time: 2708.3 ms [2021-01-22 06:42:26 main:574] : INFO : Epoch 1610 | loss: 0.0311891 | val_loss: 0.0312045 | Time: 2633.76 ms [2021-01-22 06:42:29 main:574] : INFO : Epoch 1611 | loss: 0.0311904 | val_loss: 0.031204 | Time: 2776.98 ms [2021-01-22 06:42:32 main:574] : INFO : Epoch 1612 | loss: 0.0311899 | val_loss: 0.0312026 | Time: 2645.99 ms [2021-01-22 06:42:34 main:574] : INFO : Epoch 1613 | loss: 0.0311916 | val_loss: 0.0312038 | Time: 2576.56 ms [2021-01-22 06:42:37 main:574] : INFO : Epoch 1614 | loss: 0.0311891 | val_loss: 0.0312019 | Time: 2733.47 ms [2021-01-22 06:42:40 main:574] : INFO : Epoch 1615 | loss: 0.0311913 | val_loss: 0.0312061 | Time: 2728.03 ms [2021-01-22 06:42:43 main:574] : INFO : Epoch 1616 | loss: 0.0311897 | val_loss: 0.0312012 | Time: 2758.63 ms [2021-01-22 06:42:45 main:574] : INFO : Epoch 1617 | loss: 0.0311889 | val_loss: 0.0312045 | Time: 2685.27 ms [2021-01-22 06:42:48 main:574] : INFO : Epoch 1618 | loss: 0.0311893 | val_loss: 0.0312024 | Time: 2716.53 ms [2021-01-22 06:42:51 main:574] : INFO : Epoch 1619 | loss: 0.0311896 | val_loss: 0.0312015 | Time: 2603.27 ms [2021-01-22 06:42:54 main:574] : INFO : Epoch 1620 | loss: 0.0311889 | val_loss: 0.0312026 | Time: 2715.59 ms [2021-01-22 06:42:56 main:574] : INFO : Epoch 1621 | loss: 0.0311877 | val_loss: 0.0312026 | Time: 2666.62 ms [2021-01-22 06:42:59 main:574] : INFO : Epoch 1622 | loss: 0.0311875 | val_loss: 0.0312026 | Time: 2616.41 ms [2021-01-22 06:43:02 main:574] : INFO : Epoch 1623 | loss: 0.0311873 | val_loss: 0.0312041 | Time: 2668.99 ms [2021-01-22 06:43:04 main:574] : INFO : Epoch 1624 | loss: 0.0311877 | val_loss: 0.0312027 | Time: 2640.75 ms [2021-01-22 06:43:07 main:574] : INFO : Epoch 1625 | loss: 0.0311878 | val_loss: 0.0312051 | Time: 2587.08 ms [2021-01-22 06:43:10 main:574] : INFO : Epoch 1626 | loss: 0.0311872 | val_loss: 0.0312035 | Time: 2714.54 ms [2021-01-22 06:43:12 main:574] : INFO : Epoch 1627 | loss: 0.0311873 | val_loss: 0.0312021 | Time: 2518.4 ms [2021-01-22 06:43:15 main:574] : INFO : Epoch 1628 | loss: 0.0311889 | val_loss: 0.0312039 | Time: 2641.61 ms [2021-01-22 06:43:18 main:574] : INFO : Epoch 1629 | loss: 0.0311897 | val_loss: 0.0312025 | Time: 2630.07 ms [2021-01-22 06:43:21 main:574] : INFO : Epoch 1630 | loss: 0.0311904 | val_loss: 0.0312038 | Time: 2695.54 ms [2021-01-22 06:43:23 main:574] : INFO : Epoch 1631 | loss: 0.0311893 | val_loss: 0.0312036 | Time: 2635.84 ms [2021-01-22 06:43:26 main:574] : INFO : Epoch 1632 | loss: 0.0311902 | val_loss: 0.0312063 | Time: 2587.57 ms [2021-01-22 06:43:29 main:574] : INFO : Epoch 1633 | loss: 0.031192 | val_loss: 0.0312049 | Time: 2745 ms [2021-01-22 06:43:31 main:574] : INFO : Epoch 1634 | loss: 0.031191 | val_loss: 0.0312047 | Time: 2666.84 ms [2021-01-22 06:43:34 main:574] : INFO : Epoch 1635 | loss: 0.0311896 | val_loss: 0.0312049 | Time: 2764.53 ms [2021-01-22 06:43:37 main:574] : INFO : Epoch 1636 | loss: 0.0311883 | val_loss: 0.0312023 | Time: 2711.27 ms [2021-01-22 06:43:40 main:574] : INFO : Epoch 1637 | loss: 0.0311887 | val_loss: 0.0312018 | Time: 2757.93 ms [2021-01-22 06:43:43 main:574] : INFO : Epoch 1638 | loss: 0.0311871 | val_loss: 0.0312027 | Time: 2641.18 ms [2021-01-22 06:43:46 main:574] : INFO : Epoch 1639 | loss: 0.0311869 | val_loss: 0.0312023 | Time: 2767.61 ms [2021-01-22 06:43:48 main:574] : INFO : Epoch 1640 | loss: 0.0311889 | val_loss: 0.031204 | Time: 2675.09 ms [2021-01-22 06:43:51 main:574] : INFO : Epoch 1641 | loss: 0.0311897 | val_loss: 0.0312019 | Time: 2708.55 ms [2021-01-22 06:43:54 main:574] : INFO : Epoch 1642 | loss: 0.0311883 | val_loss: 0.0312009 | Time: 2659.83 ms [2021-01-22 06:43:56 main:574] : INFO : Epoch 1643 | loss: 0.0311879 | val_loss: 0.0312019 | Time: 2612.45 ms [2021-01-22 06:43:59 main:574] : INFO : Epoch 1644 | loss: 0.0311884 | val_loss: 0.0312025 | Time: 2640.97 ms [2021-01-22 06:44:02 main:574] : INFO : Epoch 1645 | loss: 0.0311885 | val_loss: 0.0312028 | Time: 2698.02 ms [2021-01-22 06:44:05 main:574] : INFO : Epoch 1646 | loss: 0.0311896 | val_loss: 0.031204 | Time: 2698.17 ms [2021-01-22 06:44:08 main:574] : INFO : Epoch 1647 | loss: 0.0311925 | val_loss: 0.031203 | Time: 2708.35 ms [2021-01-22 06:44:10 main:574] : INFO : Epoch 1648 | loss: 0.031191 | val_loss: 0.0312027 | Time: 2630.89 ms [2021-01-22 06:44:13 main:574] : INFO : Epoch 1649 | loss: 0.0311902 | val_loss: 0.0312044 | Time: 2730.24 ms [2021-01-22 06:44:16 main:574] : INFO : Epoch 1650 | loss: 0.0311913 | val_loss: 0.0312009 | Time: 2631.36 ms [2021-01-22 06:44:19 main:574] : INFO : Epoch 1651 | loss: 0.0311894 | val_loss: 0.031204 | Time: 2701.36 ms [2021-01-22 06:44:21 main:574] : INFO : Epoch 1652 | loss: 0.0311904 | val_loss: 0.0312037 | Time: 2603.37 ms [2021-01-22 06:44:24 main:574] : INFO : Epoch 1653 | loss: 0.0311895 | val_loss: 0.0312049 | Time: 2692.8 ms [2021-01-22 06:44:27 main:574] : INFO : Epoch 1654 | loss: 0.0311893 | val_loss: 0.0312022 | Time: 2600.74 ms [2021-01-22 06:44:29 main:574] : INFO : Epoch 1655 | loss: 0.031189 | val_loss: 0.0312018 | Time: 2583.96 ms [2021-01-22 06:44:32 main:574] : INFO : Epoch 1656 | loss: 0.0311909 | val_loss: 0.031207 | Time: 2738.21 ms [2021-01-22 06:44:35 main:574] : INFO : Epoch 1657 | loss: 0.031191 | val_loss: 0.0312092 | Time: 2740.18 ms [2021-01-22 06:44:38 main:574] : INFO : Epoch 1658 | loss: 0.0311925 | val_loss: 0.0312028 | Time: 2722.17 ms [2021-01-22 06:44:40 main:574] : INFO : Epoch 1659 | loss: 0.0311891 | val_loss: 0.0312032 | Time: 2694 ms [2021-01-22 06:44:43 main:574] : INFO : Epoch 1660 | loss: 0.031191 | val_loss: 0.0312083 | Time: 2757.17 ms [2021-01-22 06:44:46 main:574] : INFO : Epoch 1661 | loss: 0.0311903 | val_loss: 0.0312046 | Time: 2588.91 ms [2021-01-22 06:44:49 main:574] : INFO : Epoch 1662 | loss: 0.0311899 | val_loss: 0.0312026 | Time: 2685.01 ms [2021-01-22 06:44:52 main:574] : INFO : Epoch 1663 | loss: 0.0311883 | val_loss: 0.031204 | Time: 2789.28 ms [2021-01-22 06:44:54 main:574] : INFO : Epoch 1664 | loss: 0.031191 | val_loss: 0.0312033 | Time: 2678.77 ms [2021-01-22 06:44:57 main:574] : INFO : Epoch 1665 | loss: 0.0311895 | val_loss: 0.0312052 | Time: 2663.13 ms [2021-01-22 06:45:00 main:574] : INFO : Epoch 1666 | loss: 0.0311888 | val_loss: 0.0312013 | Time: 2692.27 ms [2021-01-22 06:45:03 main:574] : INFO : Epoch 1667 | loss: 0.0311884 | val_loss: 0.0312028 | Time: 2721.15 ms [2021-01-22 06:45:05 main:574] : INFO : Epoch 1668 | loss: 0.0311882 | val_loss: 0.0312031 | Time: 2672.16 ms [2021-01-22 06:45:08 main:574] : INFO : Epoch 1669 | loss: 0.0311895 | val_loss: 0.0312002 | Time: 2747.27 ms [2021-01-22 06:45:11 main:574] : INFO : Epoch 1670 | loss: 0.0311895 | val_loss: 0.0312012 | Time: 2648.82 ms [2021-01-22 06:45:14 main:574] : INFO : Epoch 1671 | loss: 0.0311881 | val_loss: 0.0312039 | Time: 2596.94 ms [2021-01-22 06:45:16 main:574] : INFO : Epoch 1672 | loss: 0.0311893 | val_loss: 0.0312029 | Time: 2682.92 ms [2021-01-22 06:45:19 main:574] : INFO : Epoch 1673 | loss: 0.0311867 | val_loss: 0.0312009 | Time: 2654.54 ms [2021-01-22 06:45:22 main:574] : INFO : Epoch 1674 | loss: 0.0311882 | val_loss: 0.0312032 | Time: 2711.07 ms [2021-01-22 06:45:25 main:574] : INFO : Epoch 1675 | loss: 0.0311882 | val_loss: 0.0312011 | Time: 2630.63 ms [2021-01-22 06:45:27 main:574] : INFO : Epoch 1676 | loss: 0.0311869 | val_loss: 0.0312011 | Time: 2548.07 ms [2021-01-22 06:45:30 main:574] : INFO : Epoch 1677 | loss: 0.0311878 | val_loss: 0.031202 | Time: 2771.11 ms [2021-01-22 06:45:33 main:574] : INFO : Epoch 1678 | loss: 0.0311877 | val_loss: 0.0312019 | Time: 2576.56 ms [2021-01-22 06:45:35 main:574] : INFO : Epoch 1679 | loss: 0.0311869 | val_loss: 0.0312009 | Time: 2716.62 ms [2021-01-22 06:45:38 main:574] : INFO : Epoch 1680 | loss: 0.0311869 | val_loss: 0.0312026 | Time: 2594.4 ms [2021-01-22 06:45:41 main:574] : INFO : Epoch 1681 | loss: 0.0311874 | val_loss: 0.0312007 | Time: 2669.35 ms [2021-01-22 06:45:44 main:574] : INFO : Epoch 1682 | loss: 0.0311881 | val_loss: 0.0312079 | Time: 2659.17 ms [2021-01-22 06:45:46 main:574] : INFO : Epoch 1683 | loss: 0.0311885 | val_loss: 0.031201 | Time: 2633.87 ms [2021-01-22 06:45:49 main:574] : INFO : Epoch 1684 | loss: 0.0311871 | val_loss: 0.0311999 | Time: 2693.71 ms [2021-01-22 06:45:52 main:574] : INFO : Epoch 1685 | loss: 0.0311866 | val_loss: 0.0312011 | Time: 2615.25 ms [2021-01-22 06:45:54 main:574] : INFO : Epoch 1686 | loss: 0.0311889 | val_loss: 0.0312026 | Time: 2704.63 ms [2021-01-22 06:45:57 main:574] : INFO : Epoch 1687 | loss: 0.0311884 | val_loss: 0.0312046 | Time: 2586.07 ms [2021-01-22 06:46:00 main:574] : INFO : Epoch 1688 | loss: 0.0311892 | val_loss: 0.0312049 | Time: 2744.22 ms [2021-01-22 06:46:03 main:574] : INFO : Epoch 1689 | loss: 0.0311889 | val_loss: 0.031203 | Time: 2621.05 ms [2021-01-22 06:46:05 main:574] : INFO : Epoch 1690 | loss: 0.031188 | val_loss: 0.0312046 | Time: 2750.96 ms [2021-01-22 06:46:08 main:574] : INFO : Epoch 1691 | loss: 0.0311885 | val_loss: 0.0312034 | Time: 2736.53 ms [2021-01-22 06:46:11 main:574] : INFO : Epoch 1692 | loss: 0.0311896 | val_loss: 0.0312012 | Time: 2679.35 ms [2021-01-22 06:46:14 main:574] : INFO : Epoch 1693 | loss: 0.0311871 | val_loss: 0.031202 | Time: 2749.86 ms [2021-01-22 06:46:17 main:574] : INFO : Epoch 1694 | loss: 0.0311875 | val_loss: 0.0312016 | Time: 2789.08 ms [2021-01-22 06:46:19 main:574] : INFO : Epoch 1695 | loss: 0.0311887 | val_loss: 0.0312069 | Time: 2695.87 ms [2021-01-22 06:46:22 main:574] : INFO : Epoch 1696 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 2693.1 ms [2021-01-22 06:46:25 main:574] : INFO : Epoch 1697 | loss: 0.0311866 | val_loss: 0.0312017 | Time: 2652.81 ms [2021-01-22 06:46:28 main:574] : INFO : Epoch 1698 | loss: 0.0311872 | val_loss: 0.0312002 | Time: 2759.59 ms [2021-01-22 06:46:30 main:574] : INFO : Epoch 1699 | loss: 0.0311862 | val_loss: 0.0312012 | Time: 2677.29 ms [2021-01-22 06:46:33 main:574] : INFO : Epoch 1700 | loss: 0.0311858 | val_loss: 0.0312015 | Time: 2785.56 ms [2021-01-22 06:46:36 main:574] : INFO : Epoch 1701 | loss: 0.0311868 | val_loss: 0.0312073 | Time: 2691.16 ms [2021-01-22 06:46:39 main:574] : INFO : Epoch 1702 | loss: 0.0311862 | val_loss: 0.0311999 | Time: 2638.03 ms [2021-01-22 06:46:41 main:574] : INFO : Epoch 1703 | loss: 0.031191 | val_loss: 0.0312067 | Time: 2699.5 ms [2021-01-22 06:46:44 main:574] : INFO : Epoch 1704 | loss: 0.03119 | val_loss: 0.0312017 | Time: 2678.05 ms [2021-01-22 06:46:47 main:574] : INFO : Epoch 1705 | loss: 0.0311888 | val_loss: 0.0312026 | Time: 2668.32 ms [2021-01-22 06:46:50 main:574] : INFO : Epoch 1706 | loss: 0.0311871 | val_loss: 0.0311997 | Time: 2795.52 ms [2021-01-22 06:46:52 main:574] : INFO : Epoch 1707 | loss: 0.0311917 | val_loss: 0.0312053 | Time: 2706.22 ms [2021-01-22 06:46:55 main:574] : INFO : Epoch 1708 | loss: 0.0311973 | val_loss: 0.0312032 | Time: 2736.54 ms [2021-01-22 06:46:58 main:574] : INFO : Epoch 1709 | loss: 0.0311955 | val_loss: 0.0312039 | Time: 2617.59 ms [2021-01-22 06:47:01 main:574] : INFO : Epoch 1710 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 2644.18 ms [2021-01-22 06:47:03 main:574] : INFO : Epoch 1711 | loss: 0.0311925 | val_loss: 0.0312026 | Time: 2693.09 ms [2021-01-22 06:47:06 main:574] : INFO : Epoch 1712 | loss: 0.0311921 | val_loss: 0.0312032 | Time: 2891.47 ms [2021-01-22 06:47:09 main:574] : INFO : Epoch 1713 | loss: 0.0311939 | val_loss: 0.0312059 | Time: 2710.73 ms [2021-01-22 06:47:12 main:574] : INFO : Epoch 1714 | loss: 0.0311932 | val_loss: 0.0312053 | Time: 2661.12 ms [2021-01-22 06:47:15 main:574] : INFO : Epoch 1715 | loss: 0.0311947 | val_loss: 0.0312046 | Time: 2548.78 ms [2021-01-22 06:47:17 main:574] : INFO : Epoch 1716 | loss: 0.0311932 | val_loss: 0.0312034 | Time: 2617.83 ms [2021-01-22 06:47:20 main:574] : INFO : Epoch 1717 | loss: 0.0311934 | val_loss: 0.0312061 | Time: 2684.14 ms [2021-01-22 06:47:23 main:574] : INFO : Epoch 1718 | loss: 0.0311941 | val_loss: 0.0312123 | Time: 2586.85 ms [2021-01-22 06:47:25 main:574] : INFO : Epoch 1719 | loss: 0.0311945 | val_loss: 0.031204 | Time: 2696.43 ms [2021-01-22 06:47:28 main:574] : INFO : Epoch 1720 | loss: 0.0311931 | val_loss: 0.0312037 | Time: 2708.67 ms [2021-01-22 06:47:31 main:574] : INFO : Epoch 1721 | loss: 0.031194 | val_loss: 0.0312092 | Time: 2761.79 ms [2021-01-22 06:47:34 main:574] : INFO : Epoch 1722 | loss: 0.0311975 | val_loss: 0.0312104 | Time: 2718.18 ms [2021-01-22 06:47:36 main:574] : INFO : Epoch 1723 | loss: 0.0311952 | val_loss: 0.0312036 | Time: 2550.95 ms [2021-01-22 06:47:39 main:574] : INFO : Epoch 1724 | loss: 0.0311924 | val_loss: 0.0312057 | Time: 2701.72 ms [2021-01-22 06:47:42 main:574] : INFO : Epoch 1725 | loss: 0.0311932 | val_loss: 0.0312032 | Time: 2642.37 ms [2021-01-22 06:47:44 main:574] : INFO : Epoch 1726 | loss: 0.0311917 | val_loss: 0.0312028 | Time: 2707.95 ms [2021-01-22 06:47:47 main:574] : INFO : Epoch 1727 | loss: 0.0311916 | val_loss: 0.0312013 | Time: 2768.58 ms [2021-01-22 06:47:50 main:574] : INFO : Epoch 1728 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 2752.52 ms [2021-01-22 06:47:53 main:574] : INFO : Epoch 1729 | loss: 0.0311935 | val_loss: 0.0312041 | Time: 2684.36 ms [2021-01-22 06:47:56 main:574] : INFO : Epoch 1730 | loss: 0.031195 | val_loss: 0.0312069 | Time: 2920.33 ms [2021-01-22 06:47:58 main:574] : INFO : Epoch 1731 | loss: 0.031197 | val_loss: 0.0312041 | Time: 2661.51 ms [2021-01-22 06:48:01 main:574] : INFO : Epoch 1732 | loss: 0.0311975 | val_loss: 0.0312052 | Time: 2692.69 ms [2021-01-22 06:48:04 main:574] : INFO : Epoch 1733 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 2698.49 ms [2021-01-22 06:48:07 main:574] : INFO : Epoch 1734 | loss: 0.0311928 | val_loss: 0.0312032 | Time: 2646.27 ms [2021-01-22 06:48:09 main:574] : INFO : Epoch 1735 | loss: 0.0311932 | val_loss: 0.0312076 | Time: 2626.17 ms [2021-01-22 06:48:12 main:574] : INFO : Epoch 1736 | loss: 0.031194 | val_loss: 0.0312038 | Time: 2658.75 ms [2021-01-22 06:48:15 main:574] : INFO : Epoch 1737 | loss: 0.0311932 | val_loss: 0.0312027 | Time: 2558.76 ms [2021-01-22 06:48:17 main:574] : INFO : Epoch 1738 | loss: 0.0311926 | val_loss: 0.0312029 | Time: 2637.99 ms [2021-01-22 06:48:20 main:574] : INFO : Epoch 1739 | loss: 0.0311928 | val_loss: 0.0312024 | Time: 2627.79 ms [2021-01-22 06:48:23 main:574] : INFO : Epoch 1740 | loss: 0.0311956 | val_loss: 0.0312037 | Time: 2607.9 ms [2021-01-22 06:48:25 main:574] : INFO : Epoch 1741 | loss: 0.0311929 | val_loss: 0.0312048 | Time: 2727.97 ms [2021-01-22 06:48:28 main:574] : INFO : Epoch 1742 | loss: 0.0311916 | val_loss: 0.0312092 | Time: 2536.12 ms [2021-01-22 06:48:31 main:574] : INFO : Epoch 1743 | loss: 0.0311987 | val_loss: 0.0312081 | Time: 2722.23 ms [2021-01-22 06:48:34 main:574] : INFO : Epoch 1744 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 2740.78 ms [2021-01-22 06:48:36 main:574] : INFO : Epoch 1745 | loss: 0.0311959 | val_loss: 0.0312058 | Time: 2692.84 ms [2021-01-22 06:48:39 main:574] : INFO : Epoch 1746 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 2722.58 ms [2021-01-22 06:48:42 main:574] : INFO : Epoch 1747 | loss: 0.0311926 | val_loss: 0.0312023 | Time: 2613.51 ms [2021-01-22 06:48:45 main:574] : INFO : Epoch 1748 | loss: 0.0311919 | val_loss: 0.0312016 | Time: 2644.5 ms [2021-01-22 06:48:47 main:574] : INFO : Epoch 1749 | loss: 0.031194 | val_loss: 0.0312021 | Time: 2628.33 ms [2021-01-22 06:48:50 main:574] : INFO : Epoch 1750 | loss: 0.0311919 | val_loss: 0.0312019 | Time: 2747.98 ms [2021-01-22 06:48:53 main:574] : INFO : Epoch 1751 | loss: 0.0311899 | val_loss: 0.0312019 | Time: 2554.91 ms [2021-01-22 06:48:55 main:574] : INFO : Epoch 1752 | loss: 0.0311901 | val_loss: 0.031203 | Time: 2731.82 ms [2021-01-22 06:48:58 main:574] : INFO : Epoch 1753 | loss: 0.0311908 | val_loss: 0.0312011 | Time: 2698.48 ms [2021-01-22 06:49:01 main:574] : INFO : Epoch 1754 | loss: 0.03119 | val_loss: 0.0312023 | Time: 2747.1 ms [2021-01-22 06:49:04 main:574] : INFO : Epoch 1755 | loss: 0.0311897 | val_loss: 0.0312006 | Time: 2653.8 ms [2021-01-22 06:49:06 main:574] : INFO : Epoch 1756 | loss: 0.0311907 | val_loss: 0.0312028 | Time: 2671.5 ms [2021-01-22 06:49:09 main:574] : INFO : Epoch 1757 | loss: 0.0311902 | val_loss: 0.0312013 | Time: 2831.49 ms [2021-01-22 06:49:12 main:574] : INFO : Epoch 1758 | loss: 0.031191 | val_loss: 0.0312033 | Time: 2665.81 ms [2021-01-22 06:49:15 main:574] : INFO : Epoch 1759 | loss: 0.0311929 | val_loss: 0.0312042 | Time: 2658.86 ms [2021-01-22 06:49:18 main:574] : INFO : Epoch 1760 | loss: 0.0311927 | val_loss: 0.031201 | Time: 2682.4 ms [2021-01-22 06:49:20 main:574] : INFO : Epoch 1761 | loss: 0.0311931 | val_loss: 0.0312023 | Time: 2649.71 ms [2021-01-22 06:49:23 main:574] : INFO : Epoch 1762 | loss: 0.0311935 | val_loss: 0.0312003 | Time: 2616.3 ms [2021-01-22 06:49:26 main:574] : INFO : Epoch 1763 | loss: 0.0311916 | val_loss: 0.0312017 | Time: 2691.02 ms [2021-01-22 06:49:29 main:574] : INFO : Epoch 1764 | loss: 0.0311907 | val_loss: 0.0312089 | Time: 2744.8 ms [2021-01-22 06:49:31 main:574] : INFO : Epoch 1765 | loss: 0.0311918 | val_loss: 0.0312023 | Time: 2684.34 ms [2021-01-22 06:49:34 main:574] : INFO : Epoch 1766 | loss: 0.0311898 | val_loss: 0.0312004 | Time: 2683.16 ms [2021-01-22 06:49:37 main:574] : INFO : Epoch 1767 | loss: 0.0311902 | val_loss: 0.0312026 | Time: 2738.5 ms [2021-01-22 06:49:40 main:574] : INFO : Epoch 1768 | loss: 0.0311904 | val_loss: 0.0312013 | Time: 2712.4 ms [2021-01-22 06:49:42 main:574] : INFO : Epoch 1769 | loss: 0.0311893 | val_loss: 0.031202 | Time: 2586.75 ms [2021-01-22 06:49:45 main:574] : INFO : Epoch 1770 | loss: 0.0311891 | val_loss: 0.0312016 | Time: 2783.01 ms [2021-01-22 06:49:48 main:574] : INFO : Epoch 1771 | loss: 0.0311883 | val_loss: 0.0312011 | Time: 2689.75 ms [2021-01-22 06:49:51 main:574] : INFO : Epoch 1772 | loss: 0.0311877 | val_loss: 0.0312021 | Time: 2683.87 ms [2021-01-22 06:49:53 main:574] : INFO : Epoch 1773 | loss: 0.0311889 | val_loss: 0.0312036 | Time: 2620.66 ms [2021-01-22 06:49:56 main:574] : INFO : Epoch 1774 | loss: 0.031194 | val_loss: 0.031202 | Time: 2610.27 ms [2021-01-22 06:49:59 main:574] : INFO : Epoch 1775 | loss: 0.0311928 | val_loss: 0.0312014 | Time: 2621.74 ms [2021-01-22 06:50:01 main:574] : INFO : Epoch 1776 | loss: 0.0311918 | val_loss: 0.0312009 | Time: 2729.86 ms [2021-01-22 06:50:04 main:574] : INFO : Epoch 1777 | loss: 0.0311927 | val_loss: 0.0312023 | Time: 2653.47 ms [2021-01-22 06:50:07 main:574] : INFO : Epoch 1778 | loss: 0.0311909 | val_loss: 0.0312059 | Time: 2662.45 ms [2021-01-22 06:50:10 main:574] : INFO : Epoch 1779 | loss: 0.0311937 | val_loss: 0.0312012 | Time: 2700.28 ms [2021-01-22 06:50:12 main:574] : INFO : Epoch 1780 | loss: 0.0311895 | val_loss: 0.0311995 | Time: 2720.84 ms [2021-01-22 06:50:15 main:574] : INFO : Epoch 1781 | loss: 0.031189 | val_loss: 0.0312041 | Time: 2682.6 ms [2021-01-22 06:50:18 main:574] : INFO : Epoch 1782 | loss: 0.0311897 | val_loss: 0.0311992 | Time: 2676.78 ms [2021-01-22 06:50:21 main:574] : INFO : Epoch 1783 | loss: 0.031188 | val_loss: 0.031201 | Time: 2770.84 ms [2021-01-22 06:50:24 main:574] : INFO : Epoch 1784 | loss: 0.0311882 | val_loss: 0.0312014 | Time: 2695.1 ms [2021-01-22 06:50:26 main:574] : INFO : Epoch 1785 | loss: 0.0311918 | val_loss: 0.0312041 | Time: 2701.52 ms [2021-01-22 06:50:29 main:574] : INFO : Epoch 1786 | loss: 0.0311904 | val_loss: 0.0312014 | Time: 2682.93 ms [2021-01-22 06:50:32 main:574] : INFO : Epoch 1787 | loss: 0.0311898 | val_loss: 0.0312056 | Time: 2624.75 ms [2021-01-22 06:50:34 main:574] : INFO : Epoch 1788 | loss: 0.0311946 | val_loss: 0.0312056 | Time: 2569.89 ms [2021-01-22 06:50:37 main:574] : INFO : Epoch 1789 | loss: 0.0312019 | val_loss: 0.0312103 | Time: 2658.43 ms [2021-01-22 06:50:40 main:574] : INFO : Epoch 1790 | loss: 0.0312039 | val_loss: 0.0312112 | Time: 2686.4 ms [2021-01-22 06:50:43 main:574] : INFO : Epoch 1791 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 2732.8 ms [2021-01-22 06:50:45 main:574] : INFO : Epoch 1792 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 2664.47 ms [2021-01-22 06:50:48 main:574] : INFO : Epoch 1793 | loss: 0.0312004 | val_loss: 0.0312071 | Time: 2677.72 ms [2021-01-22 06:50:51 main:574] : INFO : Epoch 1794 | loss: 0.0312013 | val_loss: 0.0312058 | Time: 2697.76 ms [2021-01-22 06:50:53 main:574] : INFO : Epoch 1795 | loss: 0.031199 | val_loss: 0.0312029 | Time: 2680.4 ms [2021-01-22 06:50:56 main:574] : INFO : Epoch 1796 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 2810.45 ms [2021-01-22 06:50:59 main:574] : INFO : Epoch 1797 | loss: 0.031197 | val_loss: 0.0312018 | Time: 2750.68 ms [2021-01-22 06:51:02 main:574] : INFO : Epoch 1798 | loss: 0.0311972 | val_loss: 0.0312066 | Time: 2717.86 ms [2021-01-22 06:51:05 main:574] : INFO : Epoch 1799 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 2600.88 ms [2021-01-22 06:51:07 main:574] : INFO : Epoch 1800 | loss: 0.0311977 | val_loss: 0.0312029 | Time: 2624.89 ms [2021-01-22 06:51:10 main:574] : INFO : Epoch 1801 | loss: 0.0311968 | val_loss: 0.0312047 | Time: 2620.03 ms [2021-01-22 06:51:13 main:574] : INFO : Epoch 1802 | loss: 0.0311991 | val_loss: 0.0312029 | Time: 2672.95 ms [2021-01-22 06:51:15 main:574] : INFO : Epoch 1803 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 2596.83 ms [2021-01-22 06:51:18 main:574] : INFO : Epoch 1804 | loss: 0.0311943 | val_loss: 0.0312014 | Time: 2634.65 ms [2021-01-22 06:51:21 main:574] : INFO : Epoch 1805 | loss: 0.0311946 | val_loss: 0.0312025 | Time: 2569.93 ms [2021-01-22 06:51:23 main:574] : INFO : Epoch 1806 | loss: 0.0311955 | val_loss: 0.0312026 | Time: 2609.19 ms [2021-01-22 06:51:26 main:574] : INFO : Epoch 1807 | loss: 0.0312032 | val_loss: 0.0312036 | Time: 2640.89 ms [2021-01-22 06:51:29 main:574] : INFO : Epoch 1808 | loss: 0.0311998 | val_loss: 0.0312033 | Time: 2666.92 ms [2021-01-22 06:51:32 main:574] : INFO : Epoch 1809 | loss: 0.031199 | val_loss: 0.0311998 | Time: 2647.4 ms [2021-01-22 06:51:34 main:574] : INFO : Epoch 1810 | loss: 0.031197 | val_loss: 0.0311995 | Time: 2642.81 ms [2021-01-22 06:51:37 main:574] : INFO : Epoch 1811 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 2732.1 ms [2021-01-22 06:51:40 main:574] : INFO : Epoch 1812 | loss: 0.0311952 | val_loss: 0.0311994 | Time: 2659.73 ms [2021-01-22 06:51:43 main:574] : INFO : Epoch 1813 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 2731.02 ms [2021-01-22 06:51:45 main:574] : INFO : Epoch 1814 | loss: 0.0311932 | val_loss: 0.0311986 | Time: 2612.92 ms [2021-01-22 06:51:48 main:574] : INFO : Epoch 1815 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 2744.62 ms [2021-01-22 06:51:51 main:574] : INFO : Epoch 1816 | loss: 0.031194 | val_loss: 0.0311983 | Time: 2660.28 ms [2021-01-22 06:51:54 main:574] : INFO : Epoch 1817 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 2701.26 ms [2021-01-22 06:51:56 main:574] : INFO : Epoch 1818 | loss: 0.0311942 | val_loss: 0.0312005 | Time: 2778.35 ms [2021-01-22 06:51:59 main:574] : INFO : Epoch 1819 | loss: 0.0311936 | val_loss: 0.0311997 | Time: 2665.42 ms [2021-01-22 06:52:02 main:574] : INFO : Epoch 1820 | loss: 0.0311938 | val_loss: 0.0311981 | Time: 2700.24 ms [2021-01-22 06:52:05 main:574] : INFO : Epoch 1821 | loss: 0.0311933 | val_loss: 0.031197 | Time: 2727.97 ms [2021-01-22 06:52:07 main:574] : INFO : Epoch 1822 | loss: 0.0311925 | val_loss: 0.0311961 | Time: 2665.28 ms [2021-01-22 06:52:10 main:574] : INFO : Epoch 1823 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 2678.15 ms [2021-01-22 06:52:13 main:574] : INFO : Epoch 1824 | loss: 0.031192 | val_loss: 0.0312024 | Time: 2775.14 ms [2021-01-22 06:52:16 main:574] : INFO : Epoch 1825 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 2649.47 ms [2021-01-22 06:52:18 main:574] : INFO : Epoch 1826 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 2672.85 ms [2021-01-22 06:52:21 main:574] : INFO : Epoch 1827 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 2746.5 ms [2021-01-22 06:52:24 main:574] : INFO : Epoch 1828 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 2705.87 ms [2021-01-22 06:52:27 main:574] : INFO : Epoch 1829 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 2672.5 ms [2021-01-22 06:52:29 main:574] : INFO : Epoch 1830 | loss: 0.0311886 | val_loss: 0.0311953 | Time: 2734.4 ms [2021-01-22 06:52:32 main:574] : INFO : Epoch 1831 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 2627.45 ms [2021-01-22 06:52:35 main:574] : INFO : Epoch 1832 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 2666.1 ms [2021-01-22 06:52:37 main:574] : INFO : Epoch 1833 | loss: 0.031189 | val_loss: 0.0311959 | Time: 2604.46 ms [2021-01-22 06:52:40 main:574] : INFO : Epoch 1834 | loss: 0.0311899 | val_loss: 0.0311976 | Time: 2769.25 ms [2021-01-22 06:52:43 main:574] : INFO : Epoch 1835 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 2670.12 ms [2021-01-22 06:52:46 main:574] : INFO : Epoch 1836 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 2794.25 ms [2021-01-22 06:52:49 main:574] : INFO : Epoch 1837 | loss: 0.0311898 | val_loss: 0.0311953 | Time: 2671.32 ms [2021-01-22 06:52:51 main:574] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.0311981 | Time: 2796.42 ms [2021-01-22 06:52:54 main:574] : INFO : Epoch 1839 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 2691.92 ms [2021-01-22 06:52:57 main:574] : INFO : Epoch 1840 | loss: 0.0311881 | val_loss: 0.0311953 | Time: 2641.81 ms [2021-01-22 06:53:00 main:574] : INFO : Epoch 1841 | loss: 0.0311878 | val_loss: 0.0311954 | Time: 2668.22 ms [2021-01-22 06:53:02 main:574] : INFO : Epoch 1842 | loss: 0.0311881 | val_loss: 0.0311963 | Time: 2751.83 ms [2021-01-22 06:53:05 main:574] : INFO : Epoch 1843 | loss: 0.0311881 | val_loss: 0.0311962 | Time: 2762.89 ms [2021-01-22 06:53:08 main:574] : INFO : Epoch 1844 | loss: 0.0311879 | val_loss: 0.0311957 | Time: 2739.74 ms [2021-01-22 06:53:11 main:574] : INFO : Epoch 1845 | loss: 0.0311886 | val_loss: 0.0311983 | Time: 2643.72 ms [2021-01-22 06:53:13 main:574] : INFO : Epoch 1846 | loss: 0.0311877 | val_loss: 0.031196 | Time: 2672.92 ms [2021-01-22 06:53:16 main:574] : INFO : Epoch 1847 | loss: 0.0311881 | val_loss: 0.031195 | Time: 2632.66 ms [2021-01-22 06:53:19 main:574] : INFO : Epoch 1848 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 2683.07 ms [2021-01-22 06:53:22 main:574] : INFO : Epoch 1849 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 2686.39 ms [2021-01-22 06:53:24 main:574] : INFO : Epoch 1850 | loss: 0.0311865 | val_loss: 0.0311966 | Time: 2721.38 ms [2021-01-22 06:53:27 main:574] : INFO : Epoch 1851 | loss: 0.0311868 | val_loss: 0.0311982 | Time: 2835.02 ms [2021-01-22 06:53:30 main:574] : INFO : Epoch 1852 | loss: 0.0311888 | val_loss: 0.0311989 | Time: 2690.76 ms [2021-01-22 06:53:33 main:574] : INFO : Epoch 1853 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 2721.94 ms [2021-01-22 06:53:35 main:574] : INFO : Epoch 1854 | loss: 0.031199 | val_loss: 0.0312091 | Time: 2545.68 ms [2021-01-22 06:53:38 main:574] : INFO : Epoch 1855 | loss: 0.0312032 | val_loss: 0.0312095 | Time: 2771.73 ms [2021-01-22 06:53:41 main:574] : INFO : Epoch 1856 | loss: 0.0312007 | val_loss: 0.0312033 | Time: 2653.15 ms [2021-01-22 06:53:44 main:574] : INFO : Epoch 1857 | loss: 0.0311976 | val_loss: 0.0312053 | Time: 2716.04 ms [2021-01-22 06:53:46 main:574] : INFO : Epoch 1858 | loss: 0.0311929 | val_loss: 0.0312032 | Time: 2697.89 ms [2021-01-22 06:53:49 main:574] : INFO : Epoch 1859 | loss: 0.0311923 | val_loss: 0.031203 | Time: 2718.81 ms [2021-01-22 06:53:52 main:574] : INFO : Epoch 1860 | loss: 0.031192 | val_loss: 0.0311978 | Time: 2646.39 ms [2021-01-22 06:53:55 main:574] : INFO : Epoch 1861 | loss: 0.0311885 | val_loss: 0.0311971 | Time: 2713.94 ms [2021-01-22 06:53:57 main:574] : INFO : Epoch 1862 | loss: 0.0311873 | val_loss: 0.0311993 | Time: 2746.42 ms [2021-01-22 06:54:00 main:574] : INFO : Epoch 1863 | loss: 0.0311897 | val_loss: 0.0312023 | Time: 2587.99 ms [2021-01-22 06:54:03 main:574] : INFO : Epoch 1864 | loss: 0.0311906 | val_loss: 0.031196 | Time: 2699.94 ms [2021-01-22 06:54:06 main:574] : INFO : Epoch 1865 | loss: 0.031187 | val_loss: 0.0312001 | Time: 2663.75 ms [2021-01-22 06:54:08 main:574] : INFO : Epoch 1866 | loss: 0.0311911 | val_loss: 0.031201 | Time: 2722.73 ms [2021-01-22 06:54:11 main:574] : INFO : Epoch 1867 | loss: 0.0311895 | val_loss: 0.0312008 | Time: 2694.68 ms [2021-01-22 06:54:14 main:574] : INFO : Epoch 1868 | loss: 0.0311912 | val_loss: 0.0311993 | Time: 2723.3 ms [2021-01-22 06:54:17 main:574] : INFO : Epoch 1869 | loss: 0.0311889 | val_loss: 0.0311975 | Time: 2813.55 ms [2021-01-22 06:54:19 main:574] : INFO : Epoch 1870 | loss: 0.031189 | val_loss: 0.0311967 | Time: 2668.92 ms [2021-01-22 06:54:22 main:574] : INFO : Epoch 1871 | loss: 0.0311882 | val_loss: 0.0311962 | Time: 2722.48 ms [2021-01-22 06:54:25 main:574] : INFO : Epoch 1872 | loss: 0.0311878 | val_loss: 0.0311958 | Time: 2743.68 ms [2021-01-22 06:54:28 main:574] : INFO : Epoch 1873 | loss: 0.0311872 | val_loss: 0.0311962 | Time: 2790.93 ms [2021-01-22 06:54:31 main:574] : INFO : Epoch 1874 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 2667.22 ms [2021-01-22 06:54:33 main:574] : INFO : Epoch 1875 | loss: 0.031188 | val_loss: 0.0311973 | Time: 2589.11 ms [2021-01-22 06:54:36 main:574] : INFO : Epoch 1876 | loss: 0.0311872 | val_loss: 0.0311966 | Time: 2792.47 ms [2021-01-22 06:54:39 main:574] : INFO : Epoch 1877 | loss: 0.0311869 | val_loss: 0.0311961 | Time: 2780.65 ms [2021-01-22 06:54:42 main:574] : INFO : Epoch 1878 | loss: 0.0311879 | val_loss: 0.0311965 | Time: 2662.61 ms [2021-01-22 06:54:45 main:574] : INFO : Epoch 1879 | loss: 0.0311875 | val_loss: 0.0311957 | Time: 2716.87 ms [2021-01-22 06:54:47 main:574] : INFO : Epoch 1880 | loss: 0.031188 | val_loss: 0.0311973 | Time: 2695.46 ms [2021-01-22 06:54:50 main:574] : INFO : Epoch 1881 | loss: 0.0311877 | val_loss: 0.0311972 | Time: 2667.11 ms [2021-01-22 06:54:53 main:574] : INFO : Epoch 1882 | loss: 0.0311872 | val_loss: 0.0311952 | Time: 2584.31 ms [2021-01-22 06:54:55 main:574] : INFO : Epoch 1883 | loss: 0.0311864 | val_loss: 0.0311954 | Time: 2663.42 ms [2021-01-22 06:54:58 main:574] : INFO : Epoch 1884 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 2747.09 ms [2021-01-22 06:55:01 main:574] : INFO : Epoch 1885 | loss: 0.031189 | val_loss: 0.0312015 | Time: 2721.95 ms [2021-01-22 06:55:04 main:574] : INFO : Epoch 1886 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 2628.84 ms [2021-01-22 06:55:06 main:574] : INFO : Epoch 1887 | loss: 0.0311891 | val_loss: 0.031197 | Time: 2670.13 ms [2021-01-22 06:55:09 main:574] : INFO : Epoch 1888 | loss: 0.0311884 | val_loss: 0.0311965 | Time: 2816.43 ms [2021-01-22 06:55:12 main:574] : INFO : Epoch 1889 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 2674.79 ms [2021-01-22 06:55:15 main:574] : INFO : Epoch 1890 | loss: 0.0311909 | val_loss: 0.0311975 | Time: 2660.36 ms [2021-01-22 06:55:17 main:574] : INFO : Epoch 1891 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 2711.51 ms [2021-01-22 06:55:20 main:574] : INFO : Epoch 1892 | loss: 0.0311887 | val_loss: 0.031198 | Time: 2620.19 ms [2021-01-22 06:55:23 main:574] : INFO : Epoch 1893 | loss: 0.0311871 | val_loss: 0.0311972 | Time: 2673.58 ms [2021-01-22 06:55:26 main:574] : INFO : Epoch 1894 | loss: 0.0311898 | val_loss: 0.0311966 | Time: 2643.49 ms [2021-01-22 06:55:28 main:574] : INFO : Epoch 1895 | loss: 0.0311891 | val_loss: 0.0311973 | Time: 2671.2 ms [2021-01-22 06:55:31 main:574] : INFO : Epoch 1896 | loss: 0.0311881 | val_loss: 0.0311964 | Time: 2681.27 ms [2021-01-22 06:55:34 main:574] : INFO : Epoch 1897 | loss: 0.0311863 | val_loss: 0.0311955 | Time: 2678.51 ms [2021-01-22 06:55:37 main:574] : INFO : Epoch 1898 | loss: 0.031186 | val_loss: 0.0311963 | Time: 2604.65 ms [2021-01-22 06:55:39 main:574] : INFO : Epoch 1899 | loss: 0.031187 | val_loss: 0.0311952 | Time: 2693.35 ms [2021-01-22 06:55:42 main:574] : INFO : Epoch 1900 | loss: 0.0311879 | val_loss: 0.031196 | Time: 2650.31 ms [2021-01-22 06:55:45 main:574] : INFO : Epoch 1901 | loss: 0.0311864 | val_loss: 0.0311955 | Time: 2641.37 ms [2021-01-22 06:55:47 main:574] : INFO : Epoch 1902 | loss: 0.0311856 | val_loss: 0.0311939 | Time: 2674.37 ms [2021-01-22 06:55:50 main:574] : INFO : Epoch 1903 | loss: 0.0311866 | val_loss: 0.0311934 | Time: 2595.37 ms [2021-01-22 06:55:53 main:574] : INFO : Epoch 1904 | loss: 0.0311888 | val_loss: 0.0311977 | Time: 2624.53 ms [2021-01-22 06:55:56 main:574] : INFO : Epoch 1905 | loss: 0.0311882 | val_loss: 0.0312013 | Time: 2685.58 ms [2021-01-22 06:55:58 main:574] : INFO : Epoch 1906 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 2691.33 ms [2021-01-22 06:56:01 main:574] : INFO : Epoch 1907 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 2681.54 ms [2021-01-22 06:56:04 main:574] : INFO : Epoch 1908 | loss: 0.0311875 | val_loss: 0.0311956 | Time: 2703.79 ms [2021-01-22 06:56:07 main:574] : INFO : Epoch 1909 | loss: 0.0311866 | val_loss: 0.0311939 | Time: 2738.98 ms [2021-01-22 06:56:09 main:574] : INFO : Epoch 1910 | loss: 0.0311878 | val_loss: 0.0311999 | Time: 2741.94 ms [2021-01-22 06:56:12 main:574] : INFO : Epoch 1911 | loss: 0.0311905 | val_loss: 0.0311943 | Time: 2626.14 ms [2021-01-22 06:56:15 main:574] : INFO : Epoch 1912 | loss: 0.0311872 | val_loss: 0.0311939 | Time: 2718.91 ms [2021-01-22 06:56:18 main:574] : INFO : Epoch 1913 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 2726.93 ms [2021-01-22 06:56:21 main:574] : INFO : Epoch 1914 | loss: 0.0311862 | val_loss: 0.031195 | Time: 2790.93 ms [2021-01-22 06:56:23 main:574] : INFO : Epoch 1915 | loss: 0.031187 | val_loss: 0.0311927 | Time: 2669.58 ms [2021-01-22 06:56:26 main:574] : INFO : Epoch 1916 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 2742.42 ms [2021-01-22 06:56:29 main:574] : INFO : Epoch 1917 | loss: 0.0311861 | val_loss: 0.0311962 | Time: 2630.08 ms [2021-01-22 06:56:32 main:574] : INFO : Epoch 1918 | loss: 0.0311865 | val_loss: 0.0311949 | Time: 2700.57 ms [2021-01-22 06:56:34 main:574] : INFO : Epoch 1919 | loss: 0.0311854 | val_loss: 0.0311952 | Time: 2595.37 ms [2021-01-22 06:56:37 main:574] : INFO : Epoch 1920 | loss: 0.0311854 | val_loss: 0.031196 | Time: 2661.5 ms [2021-01-22 06:56:40 main:574] : INFO : Epoch 1921 | loss: 0.0311903 | val_loss: 0.0311966 | Time: 2559.59 ms [2021-01-22 06:56:42 main:574] : INFO : Epoch 1922 | loss: 0.0311911 | val_loss: 0.0311928 | Time: 2644.24 ms [2021-01-22 06:56:45 main:574] : INFO : Epoch 1923 | loss: 0.03119 | val_loss: 0.0311942 | Time: 2621.18 ms [2021-01-22 06:56:48 main:574] : INFO : Epoch 1924 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 2592.3 ms [2021-01-22 06:56:51 main:574] : INFO : Epoch 1925 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 2755.73 ms [2021-01-22 06:56:54 main:574] : INFO : Epoch 1926 | loss: 0.03119 | val_loss: 0.0311936 | Time: 2598.4 ms [2021-01-22 06:56:56 main:574] : INFO : Epoch 1927 | loss: 0.031189 | val_loss: 0.0311951 | Time: 2773.36 ms [2021-01-22 06:56:59 main:574] : INFO : Epoch 1928 | loss: 0.0311892 | val_loss: 0.0311946 | Time: 2717.96 ms [2021-01-22 06:57:02 main:574] : INFO : Epoch 1929 | loss: 0.0311889 | val_loss: 0.0311933 | Time: 2567.63 ms [2021-01-22 06:57:05 main:574] : INFO : Epoch 1930 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 2770.37 ms [2021-01-22 06:57:07 main:574] : INFO : Epoch 1931 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 2610.53 ms [2021-01-22 06:57:10 main:574] : INFO : Epoch 1932 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 2593.97 ms [2021-01-22 06:57:13 main:574] : INFO : Epoch 1933 | loss: 0.0311923 | val_loss: 0.0312005 | Time: 2648.91 ms [2021-01-22 06:57:15 main:574] : INFO : Epoch 1934 | loss: 0.0311952 | val_loss: 0.0312031 | Time: 2582.14 ms [2021-01-22 06:57:18 main:574] : INFO : Epoch 1935 | loss: 0.0311953 | val_loss: 0.0312034 | Time: 2714.4 ms [2021-01-22 06:57:21 main:574] : INFO : Epoch 1936 | loss: 0.0311961 | val_loss: 0.0312051 | Time: 2691.32 ms [2021-01-22 06:57:23 main:574] : INFO : Epoch 1937 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 2562.42 ms [2021-01-22 06:57:26 main:574] : INFO : Epoch 1938 | loss: 0.0311917 | val_loss: 0.0311988 | Time: 2621.97 ms [2021-01-22 06:57:29 main:574] : INFO : Epoch 1939 | loss: 0.0311904 | val_loss: 0.0311959 | Time: 2661.48 ms [2021-01-22 06:57:32 main:574] : INFO : Epoch 1940 | loss: 0.0311904 | val_loss: 0.0311955 | Time: 2724.61 ms [2021-01-22 06:57:34 main:574] : INFO : Epoch 1941 | loss: 0.0311893 | val_loss: 0.0311991 | Time: 2622.15 ms [2021-01-22 06:57:37 main:574] : INFO : Epoch 1942 | loss: 0.0311935 | val_loss: 0.0312047 | Time: 2709.8 ms [2021-01-22 06:57:40 main:574] : INFO : Epoch 1943 | loss: 0.0311988 | val_loss: 0.0312064 | Time: 2621.94 ms [2021-01-22 06:57:42 main:574] : INFO : Epoch 1944 | loss: 0.0311991 | val_loss: 0.0312055 | Time: 2616.5 ms [2021-01-22 06:57:45 main:574] : INFO : Epoch 1945 | loss: 0.0311967 | val_loss: 0.0312043 | Time: 2702.11 ms [2021-01-22 06:57:48 main:574] : INFO : Epoch 1946 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 2568.15 ms [2021-01-22 06:57:51 main:574] : INFO : Epoch 1947 | loss: 0.0311952 | val_loss: 0.0312041 | Time: 2669.98 ms [2021-01-22 06:57:53 main:574] : INFO : Epoch 1948 | loss: 0.0311952 | val_loss: 0.0312027 | Time: 2786.48 ms [2021-01-22 06:57:56 main:574] : INFO : Epoch 1949 | loss: 0.0311947 | val_loss: 0.031207 | Time: 2663.94 ms [2021-01-22 06:57:59 main:574] : INFO : Epoch 1950 | loss: 0.031195 | val_loss: 0.0312047 | Time: 2745.24 ms [2021-01-22 06:58:02 main:574] : INFO : Epoch 1951 | loss: 0.0311944 | val_loss: 0.0312062 | Time: 2726.09 ms [2021-01-22 06:58:05 main:574] : INFO : Epoch 1952 | loss: 0.0311953 | val_loss: 0.0312036 | Time: 2761.09 ms [2021-01-22 06:58:08 main:574] : INFO : Epoch 1953 | loss: 0.0311945 | val_loss: 0.0312035 | Time: 2689.38 ms [2021-01-22 06:58:10 main:574] : INFO : Epoch 1954 | loss: 0.0311953 | val_loss: 0.0312061 | Time: 2659.04 ms [2021-01-22 06:58:13 main:574] : INFO : Epoch 1955 | loss: 0.0311957 | val_loss: 0.0312051 | Time: 2692.14 ms [2021-01-22 06:58:16 main:574] : INFO : Epoch 1956 | loss: 0.0311966 | val_loss: 0.0312034 | Time: 2716.42 ms [2021-01-22 06:58:19 main:574] : INFO : Epoch 1957 | loss: 0.0311935 | val_loss: 0.0312047 | Time: 2799.13 ms [2021-01-22 06:58:22 main:574] : INFO : Epoch 1958 | loss: 0.0311947 | val_loss: 0.031204 | Time: 2647.17 ms [2021-01-22 06:58:24 main:574] : INFO : Epoch 1959 | loss: 0.0311956 | val_loss: 0.0312011 | Time: 2701.21 ms [2021-01-22 06:58:27 main:574] : INFO : Epoch 1960 | loss: 0.0311931 | val_loss: 0.0312009 | Time: 2664.94 ms [2021-01-22 06:58:30 main:574] : INFO : Epoch 1961 | loss: 0.0311948 | val_loss: 0.0311998 | Time: 2706.27 ms [2021-01-22 06:58:32 main:574] : INFO : Epoch 1962 | loss: 0.0311925 | val_loss: 0.0312029 | Time: 2633.69 ms [2021-01-22 06:58:35 main:574] : INFO : Epoch 1963 | loss: 0.0311929 | val_loss: 0.031201 | Time: 2674.93 ms [2021-01-22 06:58:38 main:574] : INFO : Epoch 1964 | loss: 0.0311926 | val_loss: 0.0312038 | Time: 2714.8 ms [2021-01-22 06:58:41 main:574] : INFO : Epoch 1965 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 2750.79 ms [2021-01-22 06:58:43 main:574] : INFO : Epoch 1966 | loss: 0.0311922 | val_loss: 0.0312074 | Time: 2679.44 ms [2021-01-22 06:58:46 main:574] : INFO : Epoch 1967 | loss: 0.0311912 | val_loss: 0.0311999 | Time: 2666.55 ms [2021-01-22 06:58:49 main:574] : INFO : Epoch 1968 | loss: 0.0311917 | val_loss: 0.0312002 | Time: 2712.84 ms [2021-01-22 06:58:52 main:574] : INFO : Epoch 1969 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 2725.45 ms [2021-01-22 06:58:54 main:574] : INFO : Epoch 1970 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 2668.66 ms [2021-01-22 06:58:57 main:574] : INFO : Epoch 1971 | loss: 0.0311913 | val_loss: 0.0312008 | Time: 2602.84 ms [2021-01-22 06:59:00 main:574] : INFO : Epoch 1972 | loss: 0.0311903 | val_loss: 0.031197 | Time: 2688.25 ms [2021-01-22 06:59:03 main:574] : INFO : Epoch 1973 | loss: 0.0311912 | val_loss: 0.0311991 | Time: 2728.9 ms [2021-01-22 06:59:05 main:574] : INFO : Epoch 1974 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 2690.27 ms [2021-01-22 06:59:08 main:574] : INFO : Epoch 1975 | loss: 0.0311901 | val_loss: 0.0311992 | Time: 2612.78 ms [2021-01-22 06:59:11 main:574] : INFO : Epoch 1976 | loss: 0.0311899 | val_loss: 0.0311981 | Time: 2564.76 ms [2021-01-22 06:59:13 main:574] : INFO : Epoch 1977 | loss: 0.0311972 | val_loss: 0.0312078 | Time: 2673.41 ms [2021-01-22 06:59:16 main:574] : INFO : Epoch 1978 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 2643.04 ms [2021-01-22 06:59:19 main:574] : INFO : Epoch 1979 | loss: 0.0312005 | val_loss: 0.0312037 | Time: 2921.08 ms [2021-01-22 06:59:22 main:574] : INFO : Epoch 1980 | loss: 0.0311985 | val_loss: 0.0312023 | Time: 2535.43 ms [2021-01-22 06:59:24 main:574] : INFO : Epoch 1981 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 2693.09 ms [2021-01-22 06:59:27 main:574] : INFO : Epoch 1982 | loss: 0.0311984 | val_loss: 0.0312006 | Time: 2627.92 ms [2021-01-22 06:59:30 main:574] : INFO : Epoch 1983 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 2717.42 ms [2021-01-22 06:59:33 main:574] : INFO : Epoch 1984 | loss: 0.0311958 | val_loss: 0.0312014 | Time: 2707.23 ms [2021-01-22 06:59:35 main:574] : INFO : Epoch 1985 | loss: 0.0311952 | val_loss: 0.031201 | Time: 2591.22 ms [2021-01-22 06:59:38 main:574] : INFO : Epoch 1986 | loss: 0.0311953 | val_loss: 0.0312013 | Time: 2712.27 ms [2021-01-22 06:59:41 main:574] : INFO : Epoch 1987 | loss: 0.0311964 | val_loss: 0.0312015 | Time: 2743.04 ms [2021-01-22 06:59:44 main:574] : INFO : Epoch 1988 | loss: 0.0312007 | val_loss: 0.0312122 | Time: 2677.4 ms [2021-01-22 06:59:46 main:574] : INFO : Epoch 1989 | loss: 0.0312011 | val_loss: 0.0312036 | Time: 2676.59 ms [2021-01-22 06:59:49 main:574] : INFO : Epoch 1990 | loss: 0.0311993 | val_loss: 0.0312046 | Time: 2712.07 ms [2021-01-22 06:59:52 main:574] : INFO : Epoch 1991 | loss: 0.0311965 | val_loss: 0.0312129 | Time: 2611.58 ms [2021-01-22 06:59:55 main:574] : INFO : Epoch 1992 | loss: 0.0311977 | val_loss: 0.031202 | Time: 2655.1 ms [2021-01-22 06:59:57 main:574] : INFO : Epoch 1993 | loss: 0.0311963 | val_loss: 0.0312014 | Time: 2599.82 ms [2021-01-22 07:00:00 main:574] : INFO : Epoch 1994 | loss: 0.0311959 | val_loss: 0.0312013 | Time: 2613.68 ms [2021-01-22 07:00:03 main:574] : INFO : Epoch 1995 | loss: 0.0311939 | val_loss: 0.0312026 | Time: 2713.95 ms [2021-01-22 07:00:05 main:574] : INFO : Epoch 1996 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 2786.63 ms [2021-01-22 07:00:08 main:574] : INFO : Epoch 1997 | loss: 0.0311943 | val_loss: 0.0312008 | Time: 2608.47 ms [2021-01-22 07:00:11 main:574] : INFO : Epoch 1998 | loss: 0.0311931 | val_loss: 0.0312045 | Time: 2745.73 ms [2021-01-22 07:00:14 main:574] : INFO : Epoch 1999 | loss: 0.031193 | val_loss: 0.0312012 | Time: 2671.85 ms [2021-01-22 07:00:16 main:574] : INFO : Epoch 2000 | loss: 0.0311945 | val_loss: 0.0312029 | Time: 2630.2 ms [2021-01-22 07:00:19 main:574] : INFO : Epoch 2001 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 2710.96 ms [2021-01-22 07:00:22 main:574] : INFO : Epoch 2002 | loss: 0.0311922 | val_loss: 0.0311999 | Time: 2610.88 ms [2021-01-22 07:00:25 main:574] : INFO : Epoch 2003 | loss: 0.0311933 | val_loss: 0.0311989 | Time: 2680.43 ms [2021-01-22 07:00:27 main:574] : INFO : Epoch 2004 | loss: 0.0311933 | val_loss: 0.0311983 | Time: 2615.48 ms [2021-01-22 07:00:30 main:574] : INFO : Epoch 2005 | loss: 0.0311921 | val_loss: 0.0312011 | Time: 2739.43 ms [2021-01-22 07:00:33 main:574] : INFO : Epoch 2006 | loss: 0.0311913 | val_loss: 0.0311997 | Time: 2635.19 ms [2021-01-22 07:00:36 main:574] : INFO : Epoch 2007 | loss: 0.0311918 | val_loss: 0.0312005 | Time: 2750.66 ms [2021-01-22 07:00:38 main:574] : INFO : Epoch 2008 | loss: 0.0311916 | val_loss: 0.0312041 | Time: 2573.53 ms [2021-01-22 07:00:41 main:574] : INFO : Epoch 2009 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 2734.62 ms [2021-01-22 07:00:44 main:574] : INFO : Epoch 2010 | loss: 0.031194 | val_loss: 0.0312005 | Time: 2657.74 ms [2021-01-22 07:00:47 main:574] : INFO : Epoch 2011 | loss: 0.0311937 | val_loss: 0.0312014 | Time: 2644.66 ms [2021-01-22 07:00:49 main:574] : INFO : Epoch 2012 | loss: 0.0311925 | val_loss: 0.0312012 | Time: 2726.14 ms [2021-01-22 07:00:52 main:574] : INFO : Epoch 2013 | loss: 0.0311923 | val_loss: 0.0311999 | Time: 2704.54 ms [2021-01-22 07:00:55 main:574] : INFO : Epoch 2014 | loss: 0.0311914 | val_loss: 0.0311995 | Time: 2606.42 ms [2021-01-22 07:00:58 main:574] : INFO : Epoch 2015 | loss: 0.0311938 | val_loss: 0.0312038 | Time: 2711.07 ms [2021-01-22 07:01:00 main:574] : INFO : Epoch 2016 | loss: 0.0311917 | val_loss: 0.0312005 | Time: 2504.16 ms [2021-01-22 07:01:03 main:574] : INFO : Epoch 2017 | loss: 0.0311904 | val_loss: 0.0311987 | Time: 2786.76 ms [2021-01-22 07:01:06 main:574] : INFO : Epoch 2018 | loss: 0.0311901 | val_loss: 0.0312025 | Time: 2683 ms [2021-01-22 07:01:08 main:574] : INFO : Epoch 2019 | loss: 0.0311895 | val_loss: 0.0312001 | Time: 2685.08 ms [2021-01-22 07:01:11 main:574] : INFO : Epoch 2020 | loss: 0.0311899 | val_loss: 0.0312005 | Time: 2690.98 ms [2021-01-22 07:01:14 main:574] : INFO : Epoch 2021 | loss: 0.031191 | val_loss: 0.0312 | Time: 2712.77 ms [2021-01-22 07:01:17 main:574] : INFO : Epoch 2022 | loss: 0.031192 | val_loss: 0.0311999 | Time: 2651.75 ms [2021-01-22 07:01:20 main:574] : INFO : Epoch 2023 | loss: 0.0311923 | val_loss: 0.031204 | Time: 2797.87 ms [2021-01-22 07:01:22 main:574] : INFO : Epoch 2024 | loss: 0.0311958 | val_loss: 0.0312106 | Time: 2729.13 ms [2021-01-22 07:01:25 main:574] : INFO : Epoch 2025 | loss: 0.031197 | val_loss: 0.0312007 | Time: 2737.47 ms [2021-01-22 07:01:28 main:574] : INFO : Epoch 2026 | loss: 0.0311957 | val_loss: 0.0312071 | Time: 2599.33 ms [2021-01-22 07:01:30 main:574] : INFO : Epoch 2027 | loss: 0.0311958 | val_loss: 0.0312002 | Time: 2599.32 ms [2021-01-22 07:01:33 main:574] : INFO : Epoch 2028 | loss: 0.031192 | val_loss: 0.0311985 | Time: 2689.53 ms [2021-01-22 07:01:36 main:574] : INFO : Epoch 2029 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 2794.96 ms [2021-01-22 07:01:39 main:574] : INFO : Epoch 2030 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 2622.79 ms [2021-01-22 07:01:41 main:574] : INFO : Epoch 2031 | loss: 0.0311934 | val_loss: 0.0311945 | Time: 2654.55 ms [2021-01-22 07:01:44 main:574] : INFO : Epoch 2032 | loss: 0.0311927 | val_loss: 0.0311942 | Time: 2647.48 ms [2021-01-22 07:01:47 main:574] : INFO : Epoch 2033 | loss: 0.0311911 | val_loss: 0.0311936 | Time: 2700.23 ms [2021-01-22 07:01:50 main:574] : INFO : Epoch 2034 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 2702.48 ms [2021-01-22 07:01:52 main:574] : INFO : Epoch 2035 | loss: 0.0311904 | val_loss: 0.031196 | Time: 2757.78 ms [2021-01-22 07:01:55 main:574] : INFO : Epoch 2036 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 2860.1 ms [2021-01-22 07:01:58 main:574] : INFO : Epoch 2037 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 2631.54 ms [2021-01-22 07:02:01 main:574] : INFO : Epoch 2038 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 2655.28 ms [2021-01-22 07:02:03 main:574] : INFO : Epoch 2039 | loss: 0.0311895 | val_loss: 0.0311934 | Time: 2567.61 ms [2021-01-22 07:02:06 main:574] : INFO : Epoch 2040 | loss: 0.0311896 | val_loss: 0.0311999 | Time: 2689.12 ms [2021-01-22 07:02:09 main:574] : INFO : Epoch 2041 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 2706.74 ms [2021-01-22 07:02:12 main:574] : INFO : Epoch 2042 | loss: 0.0311884 | val_loss: 0.0312001 | Time: 2753.77 ms [2021-01-22 07:02:14 main:574] : INFO : Epoch 2043 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 2470.07 ms [2021-01-22 07:02:17 main:574] : INFO : Epoch 2044 | loss: 0.0311864 | val_loss: 0.0311931 | Time: 2689.65 ms [2021-01-22 07:02:20 main:574] : INFO : Epoch 2045 | loss: 0.0311862 | val_loss: 0.0311939 | Time: 2610.91 ms [2021-01-22 07:02:23 main:574] : INFO : Epoch 2046 | loss: 0.0311862 | val_loss: 0.0311936 | Time: 2673.86 ms [2021-01-22 07:02:25 main:574] : INFO : Epoch 2047 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 2662.01 ms [2021-01-22 07:02:28 main:574] : INFO : Epoch 2048 | loss: 0.0311884 | val_loss: 0.0311941 | Time: 2661.52 ms [2021-01-22 07:02:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311941 [2021-01-22 07:02:28 main:603] : INFO : Saving end state to config to file [2021-01-22 07:02:28 main:608] : INFO : Success, exiting.. 07:02:28 (6860): 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)