Task 3748787
| Name | ParityModified-1608764115-6999-7_0 |
| Workunit | 1926676 |
| Created | 21 Jan 2021, 9:12:27 UTC |
| Sent | 22 Jan 2021, 9:50:38 UTC |
| Report deadline | 29 Jan 2021, 9:50:38 UTC |
| Received | 22 Jan 2021, 15:04:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 29 min 51 sec |
| CPU time | 1 hours 20 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 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: 0.0312024 | val_loss: 0.0312079 | Time: 2613.66 ms
[2021-01-22 06:42:36 main:574] : INFO : Epoch 1543 | loss: 0.0312027 | val_loss: 0.0312078 | Time: 2607.23 ms
[2021-01-22 06:42:38 main:574] : INFO : Epoch 1544 | loss: 0.0312014 | val_loss: 0.0312058 | Time: 2547.85 ms
[2021-01-22 06:42:41 main:574] : INFO : Epoch 1545 | loss: 0.0312014 | val_loss: 0.0312082 | Time: 2658.75 ms
[2021-01-22 06:42:44 main:574] : INFO : Epoch 1546 | loss: 0.0312021 | val_loss: 0.0312086 | Time: 2666.21 ms
[2021-01-22 06:42:46 main:574] : INFO : Epoch 1547 | loss: 0.0312011 | val_loss: 0.0312074 | Time: 2556.6 ms
[2021-01-22 06:42:49 main:574] : INFO : Epoch 1548 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 2541.59 ms
[2021-01-22 06:42:52 main:574] : INFO : Epoch 1549 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 2571.65 ms
[2021-01-22 06:42:54 main:574] : INFO : Epoch 1550 | loss: 0.0312033 | val_loss: 0.0312071 | Time: 2587.12 ms
[2021-01-22 06:42:57 main:574] : INFO : Epoch 1551 | loss: 0.0312002 | val_loss: 0.0312071 | Time: 2662.85 ms
[2021-01-22 06:42:59 main:574] : INFO : Epoch 1552 | loss: 0.031199 | val_loss: 0.0312053 | Time: 2580.22 ms
[2021-01-22 06:43:02 main:574] : INFO : Epoch 1553 | loss: 0.0312011 | val_loss: 0.0312096 | Time: 2615.32 ms
[2021-01-22 06:43:05 main:574] : INFO : Epoch 1554 | loss: 0.0312008 | val_loss: 0.0312064 | Time: 2605.96 ms
[2021-01-22 06:43:07 main:574] : INFO : Epoch 1555 | loss: 0.0312 | val_loss: 0.0312061 | Time: 2568.28 ms
[2021-01-22 06:43:10 main:574] : INFO : Epoch 1556 | loss: 0.0312005 | val_loss: 0.0312091 | Time: 2574.65 ms
[2021-01-22 06:43:13 main:574] : INFO : Epoch 1557 | loss: 0.0312001 | val_loss: 0.0312085 | Time: 2592.04 ms
[2021-01-22 06:43:15 main:574] : INFO : Epoch 1558 | loss: 0.0312003 | val_loss: 0.0312061 | Time: 2575.36 ms
[2021-01-22 06:43:18 main:574] : INFO : Epoch 1559 | loss: 0.031199 | val_loss: 0.0312057 | Time: 2581.83 ms
[2021-01-22 06:43:20 main:574] : INFO : Epoch 1560 | loss: 0.0311984 | val_loss: 0.0312057 | Time: 2590.38 ms
[2021-01-22 06:43:23 main:574] : INFO : Epoch 1561 | loss: 0.0311981 | val_loss: 0.0312053 | Time: 2580.1 ms
[2021-01-22 06:43:26 main:574] : INFO : Epoch 1562 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 2617.46 ms
[2021-01-22 06:43:28 main:574] : INFO : Epoch 1563 | loss: 0.0311982 | val_loss: 0.0312048 | Time: 2600.44 ms
[2021-01-22 06:43:31 main:574] : INFO : Epoch 1564 | loss: 0.031197 | val_loss: 0.0312041 | Time: 2628.88 ms
[2021-01-22 06:43:34 main:574] : INFO : Epoch 1565 | loss: 0.0311972 | val_loss: 0.0312042 | Time: 2564.14 ms
[2021-01-22 06:43:36 main:574] : INFO : Epoch 1566 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 2574.49 ms
[2021-01-22 06:43:39 main:574] : INFO : Epoch 1567 | loss: 0.0311959 | val_loss: 0.0312043 | Time: 2583.72 ms
[2021-01-22 06:43:42 main:574] : INFO : Epoch 1568 | loss: 0.0311968 | val_loss: 0.0312048 | Time: 2565.32 ms
[2021-01-22 06:43:44 main:574] : INFO : Epoch 1569 | loss: 0.031199 | val_loss: 0.0312061 | Time: 2578.2 ms
[2021-01-22 06:43:47 main:574] : INFO : Epoch 1570 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 2608.17 ms
[2021-01-22 06:43:49 main:574] : INFO : Epoch 1571 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 2582.99 ms
[2021-01-22 06:43:52 main:574] : INFO : Epoch 1572 | loss: 0.0311977 | val_loss: 0.0312038 | Time: 2603 ms
[2021-01-22 06:43:55 main:574] : INFO : Epoch 1573 | loss: 0.0311972 | val_loss: 0.0312049 | Time: 2541.52 ms
[2021-01-22 06:43:57 main:574] : INFO : Epoch 1574 | loss: 0.0311969 | val_loss: 0.0312028 | Time: 2645.65 ms
[2021-01-22 06:44:00 main:574] : INFO : Epoch 1575 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 2598.05 ms
[2021-01-22 06:44:03 main:574] : INFO : Epoch 1576 | loss: 0.0311978 | val_loss: 0.0312057 | Time: 2619.1 ms
[2021-01-22 06:44:05 main:574] : INFO : Epoch 1577 | loss: 0.0311971 | val_loss: 0.0312043 | Time: 2565.27 ms
[2021-01-22 06:44:08 main:574] : INFO : Epoch 1578 | loss: 0.0311963 | val_loss: 0.0312033 | Time: 2594.55 ms
[2021-01-22 06:44:10 main:574] : INFO : Epoch 1579 | loss: 0.0311995 | val_loss: 0.0312109 | Time: 2609.39 ms
[2021-01-22 06:44:13 main:574] : INFO : Epoch 1580 | loss: 0.0312017 | val_loss: 0.0312067 | Time: 2587.14 ms
[2021-01-22 06:44:16 main:574] : INFO : Epoch 1581 | loss: 0.0312004 | val_loss: 0.0312083 | Time: 2671.55 ms
[2021-01-22 06:44:18 main:574] : INFO : Epoch 1582 | loss: 0.0312009 | val_loss: 0.0312084 | Time: 2588.18 ms
[2021-01-22 06:44:21 main:574] : INFO : Epoch 1583 | loss: 0.0312013 | val_loss: 0.0312078 | Time: 2609.55 ms
[2021-01-22 06:44:24 main:574] : INFO : Epoch 1584 | loss: 0.0312001 | val_loss: 0.0312064 | Time: 2577.16 ms
[2021-01-22 06:44:26 main:574] : INFO : Epoch 1585 | loss: 0.0311989 | val_loss: 0.0312065 | Time: 2596.43 ms
[2021-01-22 06:44:29 main:574] : INFO : Epoch 1586 | loss: 0.0311983 | val_loss: 0.0312062 | Time: 2651.74 ms
[2021-01-22 06:44:32 main:574] : INFO : Epoch 1587 | loss: 0.0311993 | val_loss: 0.0312027 | Time: 2613.75 ms
[2021-01-22 06:44:34 main:574] : INFO : Epoch 1588 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 2612.76 ms
[2021-01-22 06:44:37 main:574] : INFO : Epoch 1589 | loss: 0.0311988 | val_loss: 0.0312057 | Time: 2628.2 ms
[2021-01-22 06:44:39 main:574] : INFO : Epoch 1590 | loss: 0.0312 | val_loss: 0.0312072 | Time: 2612.87 ms
[2021-01-22 06:44:42 main:574] : INFO : Epoch 1591 | loss: 0.0311981 | val_loss: 0.0312075 | Time: 2609.65 ms
[2021-01-22 06:44:45 main:574] : INFO : Epoch 1592 | loss: 0.0311989 | val_loss: 0.0312067 | Time: 2567.4 ms
[2021-01-22 06:44:47 main:574] : INFO : Epoch 1593 | loss: 0.0311988 | val_loss: 0.0312061 | Time: 2629.83 ms
[2021-01-22 06:44:50 main:574] : INFO : Epoch 1594 | loss: 0.0311979 | val_loss: 0.0312061 | Time: 2579.61 ms
[2021-01-22 06:44:53 main:574] : INFO : Epoch 1595 | loss: 0.0311963 | val_loss: 0.031204 | Time: 2605.93 ms
[2021-01-22 06:44:55 main:574] : INFO : Epoch 1596 | loss: 0.0311961 | val_loss: 0.0312043 | Time: 2588.59 ms
[2021-01-22 06:44:58 main:574] : INFO : Epoch 1597 | loss: 0.0311981 | val_loss: 0.0312065 | Time: 2612.06 ms
[2021-01-22 06:45:00 main:574] : INFO : Epoch 1598 | loss: 0.0311982 | val_loss: 0.0312062 | Time: 2628.12 ms
[2021-01-22 06:45:03 main:574] : INFO : Epoch 1599 | loss: 0.0311956 | val_loss: 0.0312048 | Time: 2650.02 ms
[2021-01-22 06:45:06 main:574] : INFO : Epoch 1600 | loss: 0.0311959 | val_loss: 0.0312062 | Time: 2588.17 ms
[2021-01-22 06:45:08 main:574] : INFO : Epoch 1601 | loss: 0.0311971 | val_loss: 0.031206 | Time: 2582.95 ms
[2021-01-22 06:45:11 main:574] : INFO : Epoch 1602 | loss: 0.0311978 | val_loss: 0.0312082 | Time: 2569.07 ms
[2021-01-22 06:45:14 main:574] : INFO : Epoch 1603 | loss: 0.0311981 | val_loss: 0.0312095 | Time: 2554.8 ms
[2021-01-22 06:45:16 main:574] : INFO : Epoch 1604 | loss: 0.031199 | val_loss: 0.0312078 | Time: 2576.73 ms
[2021-01-22 06:45:19 main:574] : INFO : Epoch 1605 | loss: 0.0311987 | val_loss: 0.0312073 | Time: 2603.43 ms
[2021-01-22 06:45:21 main:574] : INFO : Epoch 1606 | loss: 0.031202 | val_loss: 0.0312108 | Time: 2562.71 ms
[2021-01-22 06:45:24 main:574] : INFO : Epoch 1607 | loss: 0.0312024 | val_loss: 0.0312081 | Time: 2612.17 ms
[2021-01-22 06:45:27 main:574] : INFO : Epoch 1608 | loss: 0.0312045 | val_loss: 0.0312118 | Time: 2626.89 ms
[2021-01-22 06:45:29 main:574] : INFO : Epoch 1609 | loss: 0.0312032 | val_loss: 0.0312091 | Time: 2603.41 ms
[2021-01-22 06:45:32 main:574] : INFO : Epoch 1610 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 2557.12 ms
[2021-01-22 06:45:35 main:574] : INFO : Epoch 1611 | loss: 0.0312003 | val_loss: 0.0312046 | Time: 2547.55 ms
[2021-01-22 06:45:37 main:574] : INFO : Epoch 1612 | loss: 0.0312011 | val_loss: 0.0312065 | Time: 2562.99 ms
[2021-01-22 06:45:40 main:574] : INFO : Epoch 1613 | loss: 0.0312 | val_loss: 0.0312077 | Time: 2660.4 ms
[2021-01-22 06:45:42 main:574] : INFO : Epoch 1614 | loss: 0.0312004 | val_loss: 0.0312058 | Time: 2592.23 ms
[2021-01-22 06:45:45 main:574] : INFO : Epoch 1615 | loss: 0.0311992 | val_loss: 0.0312042 | Time: 2573.28 ms
[2021-01-22 06:45:48 main:574] : INFO : Epoch 1616 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 2606.7 ms
[2021-01-22 06:45:50 main:574] : INFO : Epoch 1617 | loss: 0.0311966 | val_loss: 0.0312047 | Time: 2585.03 ms
[2021-01-22 06:45:53 main:574] : INFO : Epoch 1618 | loss: 0.0311969 | val_loss: 0.0312051 | Time: 2622.84 ms
[2021-01-22 06:45:55 main:574] : INFO : Epoch 1619 | loss: 0.0311991 | val_loss: 0.0312089 | Time: 2589.44 ms
[2021-01-22 06:45:58 main:574] : INFO : Epoch 1620 | loss: 0.0311991 | val_loss: 0.031207 | Time: 2579.2 ms
[2021-01-22 06:46:01 main:574] : INFO : Epoch 1621 | loss: 0.0311974 | val_loss: 0.0312071 | Time: 2637.81 ms
[2021-01-22 06:46:03 main:574] : INFO : Epoch 1622 | loss: 0.0311973 | val_loss: 0.0312065 | Time: 2657.11 ms
[2021-01-22 06:46:06 main:574] : INFO : Epoch 1623 | loss: 0.0311978 | val_loss: 0.0312051 | Time: 2591.06 ms
[2021-01-22 06:46:09 main:574] : INFO : Epoch 1624 | loss: 0.0311972 | val_loss: 0.0312059 | Time: 2610.47 ms
[2021-01-22 06:46:11 main:574] : INFO : Epoch 1625 | loss: 0.0311968 | val_loss: 0.0312072 | Time: 2607.5 ms
[2021-01-22 06:46:14 main:574] : INFO : Epoch 1626 | loss: 0.0311974 | val_loss: 0.0312067 | Time: 2573.71 ms
[2021-01-22 06:46:16 main:574] : INFO : Epoch 1627 | loss: 0.0311988 | val_loss: 0.0312046 | Time: 2606.5 ms
[2021-01-22 06:46:19 main:574] : INFO : Epoch 1628 | loss: 0.0311982 | val_loss: 0.0312069 | Time: 2595.4 ms
[2021-01-22 06:46:22 main:574] : INFO : Epoch 1629 | loss: 0.0311981 | val_loss: 0.0312092 | Time: 2595.61 ms
[2021-01-22 06:46:24 main:574] : INFO : Epoch 1630 | loss: 0.0311999 | val_loss: 0.0312105 | Time: 2592.63 ms
[2021-01-22 06:46:27 main:574] : INFO : Epoch 1631 | loss: 0.0312013 | val_loss: 0.0312102 | Time: 2607.13 ms
[2021-01-22 06:46:30 main:574] : INFO : Epoch 1632 | loss: 0.0311995 | val_loss: 0.031209 | Time: 2590.82 ms
[2021-01-22 06:46:32 main:574] : INFO : Epoch 1633 | loss: 0.0311995 | val_loss: 0.0312099 | Time: 2600.26 ms
[2021-01-22 06:46:35 main:574] : INFO : Epoch 1634 | loss: 0.0311978 | val_loss: 0.0312104 | Time: 2582.87 ms
[2021-01-22 06:46:37 main:574] : INFO : Epoch 1635 | loss: 0.0311969 | val_loss: 0.031206 | Time: 2616.43 ms
[2021-01-22 06:46:40 main:574] : INFO : Epoch 1636 | loss: 0.031197 | val_loss: 0.0312072 | Time: 2564.33 ms
[2021-01-22 06:46:43 main:574] : INFO : Epoch 1637 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 2590.86 ms
[2021-01-22 06:46:45 main:574] : INFO : Epoch 1638 | loss: 0.0311965 | val_loss: 0.0312066 | Time: 2568.51 ms
[2021-01-22 06:46:48 main:574] : INFO : Epoch 1639 | loss: 0.0311985 | val_loss: 0.0312061 | Time: 2590.19 ms
[2021-01-22 06:46:51 main:574] : INFO : Epoch 1640 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 2581.13 ms
[2021-01-22 06:46:53 main:574] : INFO : Epoch 1641 | loss: 0.0311987 | val_loss: 0.0312039 | Time: 2602.5 ms
[2021-01-22 06:46:56 main:574] : INFO : Epoch 1642 | loss: 0.0311977 | val_loss: 0.0312059 | Time: 2574.86 ms
[2021-01-22 06:46:58 main:574] : INFO : Epoch 1643 | loss: 0.0312002 | val_loss: 0.0312106 | Time: 2617.51 ms
[2021-01-22 06:47:01 main:574] : INFO : Epoch 1644 | loss: 0.0311982 | val_loss: 0.0312056 | Time: 2549.27 ms
[2021-01-22 06:47:04 main:574] : INFO : Epoch 1645 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 2600.81 ms
[2021-01-22 06:47:06 main:574] : INFO : Epoch 1646 | loss: 0.0311957 | val_loss: 0.0312075 | Time: 2584.96 ms
[2021-01-22 06:47:09 main:574] : INFO : Epoch 1647 | loss: 0.0311967 | val_loss: 0.0312097 | Time: 2624.72 ms
[2021-01-22 06:47:11 main:574] : INFO : Epoch 1648 | loss: 0.0311974 | val_loss: 0.0312048 | Time: 2577.17 ms
[2021-01-22 06:47:14 main:574] : INFO : Epoch 1649 | loss: 0.0311979 | val_loss: 0.0312052 | Time: 2597.59 ms
[2021-01-22 06:47:17 main:574] : INFO : Epoch 1650 | loss: 0.031198 | val_loss: 0.0312051 | Time: 2653.89 ms
[2021-01-22 06:47:19 main:574] : INFO : Epoch 1651 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 2556.93 ms
[2021-01-22 06:47:22 main:574] : INFO : Epoch 1652 | loss: 0.0311936 | val_loss: 0.0312023 | Time: 2563.27 ms
[2021-01-22 06:47:25 main:574] : INFO : Epoch 1653 | loss: 0.0311925 | val_loss: 0.0312027 | Time: 2561.87 ms
[2021-01-22 06:47:27 main:574] : INFO : Epoch 1654 | loss: 0.0311926 | val_loss: 0.0312045 | Time: 2593.31 ms
[2021-01-22 06:47:30 main:574] : INFO : Epoch 1655 | loss: 0.0311943 | val_loss: 0.0312025 | Time: 2578.4 ms
[2021-01-22 06:47:32 main:574] : INFO : Epoch 1656 | loss: 0.0311971 | val_loss: 0.0312072 | Time: 2578.54 ms
[2021-01-22 06:47:35 main:574] : INFO : Epoch 1657 | loss: 0.0311982 | val_loss: 0.031205 | Time: 2613.92 ms
[2021-01-22 06:47:38 main:574] : INFO : Epoch 1658 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 2603.72 ms
[2021-01-22 06:47:40 main:574] : INFO : Epoch 1659 | loss: 0.0312052 | val_loss: 0.0312062 | Time: 2601.37 ms
[2021-01-22 06:47:43 main:574] : INFO : Epoch 1660 | loss: 0.031202 | val_loss: 0.0312071 | Time: 2627.69 ms
[2021-01-22 06:47:46 main:574] : INFO : Epoch 1661 | loss: 0.0312065 | val_loss: 0.0312106 | Time: 2575.09 ms
[2021-01-22 06:47:48 main:574] : INFO : Epoch 1662 | loss: 0.0312039 | val_loss: 0.0312054 | Time: 2636.11 ms
[2021-01-22 06:47:51 main:574] : INFO : Epoch 1663 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 2645.59 ms
[2021-01-22 06:47:54 main:574] : INFO : Epoch 1664 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 2620.04 ms
[2021-01-22 06:47:56 main:574] : INFO : Epoch 1665 | loss: 0.031199 | val_loss: 0.0312031 | Time: 2563.19 ms
[2021-01-22 06:47:59 main:574] : INFO : Epoch 1666 | loss: 0.0312008 | val_loss: 0.0312059 | Time: 2600.13 ms
[2021-01-22 06:48:01 main:574] : INFO : Epoch 1667 | loss: 0.0312002 | val_loss: 0.0312028 | Time: 2545.18 ms
[2021-01-22 06:48:04 main:574] : INFO : Epoch 1668 | loss: 0.0311986 | val_loss: 0.0312016 | Time: 2568.77 ms
[2021-01-22 06:48:07 main:574] : INFO : Epoch 1669 | loss: 0.0311973 | val_loss: 0.0312031 | Time: 2607.18 ms
[2021-01-22 06:48:09 main:574] : INFO : Epoch 1670 | loss: 0.0311992 | val_loss: 0.0312023 | Time: 2605.22 ms
[2021-01-22 06:48:12 main:574] : INFO : Epoch 1671 | loss: 0.031198 | val_loss: 0.0312027 | Time: 2633.01 ms
[2021-01-22 06:48:15 main:574] : INFO : Epoch 1672 | loss: 0.0311982 | val_loss: 0.0312006 | Time: 2609.08 ms
[2021-01-22 06:48:17 main:574] : INFO : Epoch 1673 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 2583.01 ms
[2021-01-22 06:48:20 main:574] : INFO : Epoch 1674 | loss: 0.0311971 | val_loss: 0.0312003 | Time: 2536.36 ms
[2021-01-22 06:48:22 main:574] : INFO : Epoch 1675 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 2567.73 ms
[2021-01-22 06:48:25 main:574] : INFO : Epoch 1676 | loss: 0.0311973 | val_loss: 0.0312005 | Time: 2624.22 ms
[2021-01-22 06:48:28 main:574] : INFO : Epoch 1677 | loss: 0.0311978 | val_loss: 0.031208 | Time: 2607.94 ms
[2021-01-22 06:48:30 main:574] : INFO : Epoch 1678 | loss: 0.031199 | val_loss: 0.0312046 | Time: 2606.22 ms
[2021-01-22 06:48:33 main:574] : INFO : Epoch 1679 | loss: 0.031198 | val_loss: 0.0312001 | Time: 2648.49 ms
[2021-01-22 06:48:36 main:574] : INFO : Epoch 1680 | loss: 0.0311983 | val_loss: 0.031201 | Time: 2608.3 ms
[2021-01-22 06:48:38 main:574] : INFO : Epoch 1681 | loss: 0.0311973 | val_loss: 0.0312033 | Time: 2578.98 ms
[2021-01-22 06:48:41 main:574] : INFO : Epoch 1682 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 2611 ms
[2021-01-22 06:48:43 main:574] : INFO : Epoch 1683 | loss: 0.0311963 | val_loss: 0.0312011 | Time: 2626.96 ms
[2021-01-22 06:48:46 main:574] : INFO : Epoch 1684 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 2637.04 ms
[2021-01-22 06:48:49 main:574] : INFO : Epoch 1685 | loss: 0.0311966 | val_loss: 0.0312015 | Time: 2535.74 ms
[2021-01-22 06:48:51 main:574] : INFO : Epoch 1686 | loss: 0.031198 | val_loss: 0.0312011 | Time: 2621.93 ms
[2021-01-22 06:48:54 main:574] : INFO : Epoch 1687 | loss: 0.0311962 | val_loss: 0.0312003 | Time: 2546.56 ms
[2021-01-22 06:48:57 main:574] : INFO : Epoch 1688 | loss: 0.0311956 | val_loss: 0.0312002 | Time: 2551.59 ms
[2021-01-22 06:48:59 main:574] : INFO : Epoch 1689 | loss: 0.0311953 | val_loss: 0.0311998 | Time: 2572.15 ms
[2021-01-22 06:49:02 main:574] : INFO : Epoch 1690 | loss: 0.0311943 | val_loss: 0.0312055 | Time: 2558.09 ms
[2021-01-22 06:49:04 main:574] : INFO : Epoch 1691 | loss: 0.0311966 | val_loss: 0.0311997 | Time: 2541.7 ms
[2021-01-22 06:49:07 main:574] : INFO : Epoch 1692 | loss: 0.0311957 | val_loss: 0.0312021 | Time: 2619.64 ms
[2021-01-22 06:49:09 main:574] : INFO : Epoch 1693 | loss: 0.0311962 | val_loss: 0.0311993 | Time: 2577.42 ms
[2021-01-22 06:49:12 main:574] : INFO : Epoch 1694 | loss: 0.031197 | val_loss: 0.031203 | Time: 2569.47 ms
[2021-01-22 06:49:15 main:574] : INFO : Epoch 1695 | loss: 0.0311967 | val_loss: 0.0312002 | Time: 2569.48 ms
[2021-01-22 06:49:17 main:574] : INFO : Epoch 1696 | loss: 0.0311956 | val_loss: 0.0311992 | Time: 2610.43 ms
[2021-01-22 06:49:20 main:574] : INFO : Epoch 1697 | loss: 0.0311957 | val_loss: 0.0312007 | Time: 2639.22 ms
[2021-01-22 06:49:23 main:574] : INFO : Epoch 1698 | loss: 0.0311955 | val_loss: 0.0312 | Time: 2658.81 ms
[2021-01-22 06:49:25 main:574] : INFO : Epoch 1699 | loss: 0.0311955 | val_loss: 0.0312003 | Time: 2633.72 ms
[2021-01-22 06:49:28 main:574] : INFO : Epoch 1700 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 2545.04 ms
[2021-01-22 06:49:30 main:574] : INFO : Epoch 1701 | loss: 0.0311961 | val_loss: 0.031201 | Time: 2590.85 ms
[2021-01-22 06:49:33 main:574] : INFO : Epoch 1702 | loss: 0.0311977 | val_loss: 0.0312059 | Time: 2610.36 ms
[2021-01-22 06:49:36 main:574] : INFO : Epoch 1703 | loss: 0.0311994 | val_loss: 0.0312034 | Time: 2670.33 ms
[2021-01-22 06:49:38 main:574] : INFO : Epoch 1704 | loss: 0.031198 | val_loss: 0.0312024 | Time: 2583.28 ms
[2021-01-22 06:49:41 main:574] : INFO : Epoch 1705 | loss: 0.031199 | val_loss: 0.0312013 | Time: 2584.18 ms
[2021-01-22 06:49:44 main:574] : INFO : Epoch 1706 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 2548.58 ms
[2021-01-22 06:49:46 main:574] : INFO : Epoch 1707 | loss: 0.0311973 | val_loss: 0.0312007 | Time: 2601.56 ms
[2021-01-22 06:49:49 main:574] : INFO : Epoch 1708 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 2628.89 ms
[2021-01-22 06:49:51 main:574] : INFO : Epoch 1709 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 2596.28 ms
[2021-01-22 06:49:54 main:574] : INFO : Epoch 1710 | loss: 0.0311972 | val_loss: 0.0311985 | Time: 2558.71 ms
[2021-01-22 06:49:57 main:574] : INFO : Epoch 1711 | loss: 0.0311952 | val_loss: 0.0311979 | Time: 2574.81 ms
[2021-01-22 06:49:59 main:574] : INFO : Epoch 1712 | loss: 0.0311957 | val_loss: 0.0311988 | Time: 2658.53 ms
[2021-01-22 06:50:02 main:574] : INFO : Epoch 1713 | loss: 0.0311949 | val_loss: 0.031205 | Time: 2601.3 ms
[2021-01-22 06:50:05 main:574] : INFO : Epoch 1714 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 2558.44 ms
[2021-01-22 06:50:07 main:574] : INFO : Epoch 1715 | loss: 0.0311946 | val_loss: 0.0311982 | Time: 2613.19 ms
[2021-01-22 06:50:10 main:574] : INFO : Epoch 1716 | loss: 0.0311944 | val_loss: 0.0312013 | Time: 2564.54 ms
[2021-01-22 06:50:12 main:574] : INFO : Epoch 1717 | loss: 0.031194 | val_loss: 0.031198 | Time: 2594.98 ms
[2021-01-22 06:50:15 main:574] : INFO : Epoch 1718 | loss: 0.0311927 | val_loss: 0.0311999 | Time: 2574.4 ms
[2021-01-22 06:50:18 main:574] : INFO : Epoch 1719 | loss: 0.0311925 | val_loss: 0.0312031 | Time: 2638.41 ms
[2021-01-22 06:50:20 main:574] : INFO : Epoch 1720 | loss: 0.0311938 | val_loss: 0.031198 | Time: 2638.74 ms
[2021-01-22 06:50:23 main:574] : INFO : Epoch 1721 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 2586.97 ms
[2021-01-22 06:50:26 main:574] : INFO : Epoch 1722 | loss: 0.0311921 | val_loss: 0.0311994 | Time: 2564.32 ms
[2021-01-22 06:50:28 main:574] : INFO : Epoch 1723 | loss: 0.0311919 | val_loss: 0.0312007 | Time: 2587.43 ms
[2021-01-22 06:50:31 main:574] : INFO : Epoch 1724 | loss: 0.0311945 | val_loss: 0.0311996 | Time: 2617.82 ms
[2021-01-22 06:50:33 main:574] : INFO : Epoch 1725 | loss: 0.0311968 | val_loss: 0.0312053 | Time: 2611.36 ms
[2021-01-22 06:50:36 main:574] : INFO : Epoch 1726 | loss: 0.0311959 | val_loss: 0.0312005 | Time: 2616.7 ms
[2021-01-22 06:50:39 main:574] : INFO : Epoch 1727 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 2614.4 ms
[2021-01-22 06:50:41 main:574] : INFO : Epoch 1728 | loss: 0.0311928 | val_loss: 0.0311975 | Time: 2558.99 ms
[2021-01-22 06:50:44 main:574] : INFO : Epoch 1729 | loss: 0.031193 | val_loss: 0.0311998 | Time: 2615.43 ms
[2021-01-22 06:50:47 main:574] : INFO : Epoch 1730 | loss: 0.0311925 | val_loss: 0.0311976 | Time: 2625.9 ms
[2021-01-22 06:50:49 main:574] : INFO : Epoch 1731 | loss: 0.0311934 | val_loss: 0.0312007 | Time: 2555.01 ms
[2021-01-22 06:50:52 main:574] : INFO : Epoch 1732 | loss: 0.0311932 | val_loss: 0.0311973 | Time: 2547.51 ms
[2021-01-22 06:50:54 main:574] : INFO : Epoch 1733 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 2660.91 ms
[2021-01-22 06:50:57 main:574] : INFO : Epoch 1734 | loss: 0.0311897 | val_loss: 0.0311963 | Time: 2572.77 ms
[2021-01-22 06:51:00 main:574] : INFO : Epoch 1735 | loss: 0.0311896 | val_loss: 0.0311964 | Time: 2562.85 ms
[2021-01-22 06:51:02 main:574] : INFO : Epoch 1736 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 2597.26 ms
[2021-01-22 06:51:05 main:574] : INFO : Epoch 1737 | loss: 0.0311911 | val_loss: 0.031202 | Time: 2598.77 ms
[2021-01-22 06:51:07 main:574] : INFO : Epoch 1738 | loss: 0.0311907 | val_loss: 0.0311978 | Time: 2572.61 ms
[2021-01-22 06:51:10 main:574] : INFO : Epoch 1739 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 2592.84 ms
[2021-01-22 06:51:13 main:574] : INFO : Epoch 1740 | loss: 0.0311945 | val_loss: 0.0312109 | Time: 2584.71 ms
[2021-01-22 06:51:15 main:574] : INFO : Epoch 1741 | loss: 0.0311966 | val_loss: 0.0311999 | Time: 2652.08 ms
[2021-01-22 06:51:18 main:574] : INFO : Epoch 1742 | loss: 0.031192 | val_loss: 0.0311997 | Time: 2543.29 ms
[2021-01-22 06:51:20 main:574] : INFO : Epoch 1743 | loss: 0.0311915 | val_loss: 0.0311985 | Time: 2607.08 ms
[2021-01-22 06:51:23 main:574] : INFO : Epoch 1744 | loss: 0.0311905 | val_loss: 0.0312009 | Time: 2575.82 ms
[2021-01-22 06:51:26 main:574] : INFO : Epoch 1745 | loss: 0.0311915 | val_loss: 0.031201 | Time: 2585.03 ms
[2021-01-22 06:51:28 main:574] : INFO : Epoch 1746 | loss: 0.0311938 | val_loss: 0.0312093 | Time: 2576.56 ms
[2021-01-22 06:51:31 main:574] : INFO : Epoch 1747 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 2592.55 ms
[2021-01-22 06:51:33 main:574] : INFO : Epoch 1748 | loss: 0.0311967 | val_loss: 0.0311995 | Time: 2559.8 ms
[2021-01-22 06:51:36 main:574] : INFO : Epoch 1749 | loss: 0.0311943 | val_loss: 0.0311984 | Time: 2543.82 ms
[2021-01-22 06:51:39 main:574] : INFO : Epoch 1750 | loss: 0.0311932 | val_loss: 0.0312017 | Time: 2562.26 ms
[2021-01-22 06:51:41 main:574] : INFO : Epoch 1751 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 2599.48 ms
[2021-01-22 06:51:44 main:574] : INFO : Epoch 1752 | loss: 0.0311927 | val_loss: 0.0312006 | Time: 2595.43 ms
[2021-01-22 06:51:46 main:574] : INFO : Epoch 1753 | loss: 0.0311928 | val_loss: 0.0312012 | Time: 2566.48 ms
[2021-01-22 06:51:49 main:574] : INFO : Epoch 1754 | loss: 0.0311919 | val_loss: 0.0312012 | Time: 2584.48 ms
[2021-01-22 06:51:52 main:574] : INFO : Epoch 1755 | loss: 0.0311919 | val_loss: 0.0312045 | Time: 2612.65 ms
[2021-01-22 06:51:54 main:574] : INFO : Epoch 1756 | loss: 0.031193 | val_loss: 0.0311986 | Time: 2543.87 ms
[2021-01-22 06:51:57 main:574] : INFO : Epoch 1757 | loss: 0.0311909 | val_loss: 0.0311967 | Time: 2584.83 ms
[2021-01-22 06:52:00 main:574] : INFO : Epoch 1758 | loss: 0.031191 | val_loss: 0.0311989 | Time: 2591.91 ms
[2021-01-22 06:52:02 main:574] : INFO : Epoch 1759 | loss: 0.031191 | val_loss: 0.031199 | Time: 2580.82 ms
[2021-01-22 06:52:05 main:574] : INFO : Epoch 1760 | loss: 0.0311912 | val_loss: 0.0311958 | Time: 2628.79 ms
[2021-01-22 06:52:07 main:574] : INFO : Epoch 1761 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 2619.64 ms
[2021-01-22 06:52:10 main:574] : INFO : Epoch 1762 | loss: 0.031188 | val_loss: 0.0311954 | Time: 2604.67 ms
[2021-01-22 06:52:13 main:574] : INFO : Epoch 1763 | loss: 0.0311879 | val_loss: 0.0311961 | Time: 2583.63 ms
[2021-01-22 06:52:15 main:574] : INFO : Epoch 1764 | loss: 0.0311865 | val_loss: 0.031194 | Time: 2639.19 ms
[2021-01-22 06:52:18 main:574] : INFO : Epoch 1765 | loss: 0.031186 | val_loss: 0.0311945 | Time: 2600.98 ms
[2021-01-22 06:52:21 main:574] : INFO : Epoch 1766 | loss: 0.0311858 | val_loss: 0.0311967 | Time: 2552.74 ms
[2021-01-22 06:52:23 main:574] : INFO : Epoch 1767 | loss: 0.0311882 | val_loss: 0.0311954 | Time: 2605.46 ms
[2021-01-22 06:52:26 main:574] : INFO : Epoch 1768 | loss: 0.0311873 | val_loss: 0.0311958 | Time: 2581.42 ms
[2021-01-22 06:52:28 main:574] : INFO : Epoch 1769 | loss: 0.0311867 | val_loss: 0.0311982 | Time: 2562.94 ms
[2021-01-22 06:52:31 main:574] : INFO : Epoch 1770 | loss: 0.031186 | val_loss: 0.0311951 | Time: 2563.02 ms
[2021-01-22 06:52:34 main:574] : INFO : Epoch 1771 | loss: 0.0311853 | val_loss: 0.0312008 | Time: 2588.56 ms
[2021-01-22 06:52:36 main:574] : INFO : Epoch 1772 | loss: 0.031186 | val_loss: 0.0311979 | Time: 2545.71 ms
[2021-01-22 06:52:39 main:574] : INFO : Epoch 1773 | loss: 0.0311895 | val_loss: 0.0311954 | Time: 2591.44 ms
[2021-01-22 06:52:41 main:574] : INFO : Epoch 1774 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 2589.9 ms
[2021-01-22 06:52:44 main:574] : INFO : Epoch 1775 | loss: 0.0311886 | val_loss: 0.0311936 | Time: 2611.12 ms
[2021-01-22 06:52:47 main:574] : INFO : Epoch 1776 | loss: 0.0311883 | val_loss: 0.0311945 | Time: 2630.95 ms
[2021-01-22 06:52:49 main:574] : INFO : Epoch 1777 | loss: 0.0311885 | val_loss: 0.031194 | Time: 2555.85 ms
[2021-01-22 06:52:52 main:574] : INFO : Epoch 1778 | loss: 0.0311884 | val_loss: 0.0311949 | Time: 2561.36 ms
[2021-01-22 06:52:54 main:574] : INFO : Epoch 1779 | loss: 0.0311893 | val_loss: 0.0311967 | Time: 2609.19 ms
[2021-01-22 06:52:57 main:574] : INFO : Epoch 1780 | loss: 0.0311873 | val_loss: 0.0311974 | Time: 2578.38 ms
[2021-01-22 06:53:00 main:574] : INFO : Epoch 1781 | loss: 0.0311873 | val_loss: 0.0311948 | Time: 2604.46 ms
[2021-01-22 06:53:02 main:574] : INFO : Epoch 1782 | loss: 0.0311875 | val_loss: 0.0311961 | Time: 2548.71 ms
[2021-01-22 06:53:05 main:574] : INFO : Epoch 1783 | loss: 0.0311898 | val_loss: 0.0312001 | Time: 2540.51 ms
[2021-01-22 06:53:07 main:574] : INFO : Epoch 1784 | loss: 0.0311896 | val_loss: 0.0311997 | Time: 2547.41 ms
[2021-01-22 06:53:10 main:574] : INFO : Epoch 1785 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 2576.53 ms
[2021-01-22 06:53:13 main:574] : INFO : Epoch 1786 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 2584.8 ms
[2021-01-22 06:53:15 main:574] : INFO : Epoch 1787 | loss: 0.0311934 | val_loss: 0.0312039 | Time: 2581.02 ms
[2021-01-22 06:53:18 main:574] : INFO : Epoch 1788 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 2607.34 ms
[2021-01-22 06:53:21 main:574] : INFO : Epoch 1789 | loss: 0.0311873 | val_loss: 0.0311962 | Time: 2619.11 ms
[2021-01-22 06:53:23 main:574] : INFO : Epoch 1790 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 2537.95 ms
[2021-01-22 06:53:26 main:574] : INFO : Epoch 1791 | loss: 0.0311851 | val_loss: 0.0311943 | Time: 2621.26 ms
[2021-01-22 06:53:28 main:574] : INFO : Epoch 1792 | loss: 0.0311846 | val_loss: 0.031197 | Time: 2662.32 ms
[2021-01-22 06:53:31 main:574] : INFO : Epoch 1793 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 2561.58 ms
[2021-01-22 06:53:34 main:574] : INFO : Epoch 1794 | loss: 0.0311846 | val_loss: 0.0311973 | Time: 2610.26 ms
[2021-01-22 06:53:36 main:574] : INFO : Epoch 1795 | loss: 0.0311869 | val_loss: 0.0311966 | Time: 2536.98 ms
[2021-01-22 06:53:39 main:574] : INFO : Epoch 1796 | loss: 0.0311878 | val_loss: 0.0311984 | Time: 2555.46 ms
[2021-01-22 06:53:41 main:574] : INFO : Epoch 1797 | loss: 0.0311882 | val_loss: 0.0311977 | Time: 2601.03 ms
[2021-01-22 06:53:44 main:574] : INFO : Epoch 1798 | loss: 0.031185 | val_loss: 0.0311947 | Time: 2553.25 ms
[2021-01-22 06:53:47 main:574] : INFO : Epoch 1799 | loss: 0.0311849 | val_loss: 0.0311942 | Time: 2641.96 ms
[2021-01-22 06:53:49 main:574] : INFO : Epoch 1800 | loss: 0.0311832 | val_loss: 0.0311949 | Time: 2585.39 ms
[2021-01-22 06:53:52 main:574] : INFO : Epoch 1801 | loss: 0.0311856 | val_loss: 0.0311947 | Time: 2541.43 ms
[2021-01-22 06:53:54 main:574] : INFO : Epoch 1802 | loss: 0.0311847 | val_loss: 0.0311972 | Time: 2601.3 ms
[2021-01-22 06:53:57 main:574] : INFO : Epoch 1803 | loss: 0.0311864 | val_loss: 0.0311968 | Time: 2618.53 ms
[2021-01-22 06:54:00 main:574] : INFO : Epoch 1804 | loss: 0.0311862 | val_loss: 0.0311941 | Time: 2574.88 ms
[2021-01-22 06:54:02 main:574] : INFO : Epoch 1805 | loss: 0.0311845 | val_loss: 0.0311946 | Time: 2591.02 ms
[2021-01-22 06:54:05 main:574] : INFO : Epoch 1806 | loss: 0.0311847 | val_loss: 0.0311938 | Time: 2592.26 ms
[2021-01-22 06:54:08 main:574] : INFO : Epoch 1807 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 2583.62 ms
[2021-01-22 06:54:10 main:574] : INFO : Epoch 1808 | loss: 0.0311855 | val_loss: 0.0311971 | Time: 2592.46 ms
[2021-01-22 06:54:13 main:574] : INFO : Epoch 1809 | loss: 0.0311864 | val_loss: 0.0311941 | Time: 2594.25 ms
[2021-01-22 06:54:15 main:574] : INFO : Epoch 1810 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 2543.27 ms
[2021-01-22 06:54:18 main:574] : INFO : Epoch 1811 | loss: 0.0311893 | val_loss: 0.0312045 | Time: 2616.95 ms
[2021-01-22 06:54:21 main:574] : INFO : Epoch 1812 | loss: 0.0311897 | val_loss: 0.0311986 | Time: 2557.17 ms
[2021-01-22 06:54:23 main:574] : INFO : Epoch 1813 | loss: 0.0311863 | val_loss: 0.0311962 | Time: 2585.39 ms
[2021-01-22 06:54:26 main:574] : INFO : Epoch 1814 | loss: 0.0311863 | val_loss: 0.0311974 | Time: 2564.05 ms
[2021-01-22 06:54:28 main:574] : INFO : Epoch 1815 | loss: 0.0311863 | val_loss: 0.0311962 | Time: 2593.76 ms
[2021-01-22 06:54:31 main:574] : INFO : Epoch 1816 | loss: 0.0311865 | val_loss: 0.0311986 | Time: 2578.59 ms
[2021-01-22 06:54:33 main:574] : INFO : Epoch 1817 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 2540.69 ms
[2021-01-22 06:54:36 main:574] : INFO : Epoch 1818 | loss: 0.0311928 | val_loss: 0.0312112 | Time: 2549.7 ms
[2021-01-22 06:54:39 main:574] : INFO : Epoch 1819 | loss: 0.0311907 | val_loss: 0.0311965 | Time: 2570.61 ms
[2021-01-22 06:54:41 main:574] : INFO : Epoch 1820 | loss: 0.0311876 | val_loss: 0.0311974 | Time: 2575.72 ms
[2021-01-22 06:54:44 main:574] : INFO : Epoch 1821 | loss: 0.0311873 | val_loss: 0.0311975 | Time: 2562.19 ms
[2021-01-22 06:54:46 main:574] : INFO : Epoch 1822 | loss: 0.0311867 | val_loss: 0.0312053 | Time: 2564.17 ms
[2021-01-22 06:54:49 main:574] : INFO : Epoch 1823 | loss: 0.0311865 | val_loss: 0.0311944 | Time: 2624.53 ms
[2021-01-22 06:54:52 main:574] : INFO : Epoch 1824 | loss: 0.0311888 | val_loss: 0.0311989 | Time: 2639.23 ms
[2021-01-22 06:54:54 main:574] : INFO : Epoch 1825 | loss: 0.0311929 | val_loss: 0.0312017 | Time: 2625.75 ms
[2021-01-22 06:54:57 main:574] : INFO : Epoch 1826 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 2584.04 ms
[2021-01-22 06:55:00 main:574] : INFO : Epoch 1827 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 2580.68 ms
[2021-01-22 06:55:02 main:574] : INFO : Epoch 1828 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 2624.39 ms
[2021-01-22 06:55:05 main:574] : INFO : Epoch 1829 | loss: 0.0311917 | val_loss: 0.0311986 | Time: 2551.43 ms
[2021-01-22 06:55:07 main:574] : INFO : Epoch 1830 | loss: 0.0311925 | val_loss: 0.0312049 | Time: 2590.79 ms
[2021-01-22 06:55:10 main:574] : INFO : Epoch 1831 | loss: 0.0311911 | val_loss: 0.0312004 | Time: 2553.53 ms
[2021-01-22 06:55:13 main:574] : INFO : Epoch 1832 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 2602.89 ms
[2021-01-22 06:55:15 main:574] : INFO : Epoch 1833 | loss: 0.0311903 | val_loss: 0.0312004 | Time: 2693.94 ms
[2021-01-22 06:55:18 main:574] : INFO : Epoch 1834 | loss: 0.0311903 | val_loss: 0.0311962 | Time: 2606.57 ms
[2021-01-22 06:55:21 main:574] : INFO : Epoch 1835 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 2545.01 ms
[2021-01-22 06:55:23 main:574] : INFO : Epoch 1836 | loss: 0.0311901 | val_loss: 0.0311959 | Time: 2750.92 ms
[2021-01-22 06:55:26 main:574] : INFO : Epoch 1837 | loss: 0.0311876 | val_loss: 0.031196 | Time: 2582.13 ms
[2021-01-22 06:55:29 main:574] : INFO : Epoch 1838 | loss: 0.031188 | val_loss: 0.0311981 | Time: 2543.92 ms
[2021-01-22 06:55:31 main:574] : INFO : Epoch 1839 | loss: 0.0311882 | val_loss: 0.0311974 | Time: 2541.3 ms
[2021-01-22 06:55:34 main:574] : INFO : Epoch 1840 | loss: 0.0311868 | val_loss: 0.031202 | Time: 2564.19 ms
[2021-01-22 06:55:36 main:574] : INFO : Epoch 1841 | loss: 0.0311865 | val_loss: 0.0311971 | Time: 2585.95 ms
[2021-01-22 06:55:39 main:574] : INFO : Epoch 1842 | loss: 0.0311863 | val_loss: 0.0311953 | Time: 2539.06 ms
[2021-01-22 06:55:42 main:574] : INFO : Epoch 1843 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 2576.68 ms
[2021-01-22 06:55:44 main:574] : INFO : Epoch 1844 | loss: 0.0311853 | val_loss: 0.0311978 | Time: 2588.93 ms
[2021-01-22 06:55:47 main:574] : INFO : Epoch 1845 | loss: 0.0311852 | val_loss: 0.0311953 | Time: 2635.36 ms
[2021-01-22 06:55:49 main:574] : INFO : Epoch 1846 | loss: 0.0311889 | val_loss: 0.0312011 | Time: 2550.93 ms
[2021-01-22 06:55:52 main:574] : INFO : Epoch 1847 | loss: 0.0311943 | val_loss: 0.031203 | Time: 2613.15 ms
[2021-01-22 06:55:55 main:574] : INFO : Epoch 1848 | loss: 0.0311924 | val_loss: 0.0312056 | Time: 2615.39 ms
[2021-01-22 06:55:57 main:574] : INFO : Epoch 1849 | loss: 0.0311884 | val_loss: 0.0311974 | Time: 2535.79 ms
[2021-01-22 06:56:00 main:574] : INFO : Epoch 1850 | loss: 0.0311851 | val_loss: 0.0311938 | Time: 2566.76 ms
[2021-01-22 06:56:03 main:574] : INFO : Epoch 1851 | loss: 0.0311863 | val_loss: 0.0311982 | Time: 2667.29 ms
[2021-01-22 06:56:05 main:574] : INFO : Epoch 1852 | loss: 0.0311847 | val_loss: 0.0311943 | Time: 2637.77 ms
[2021-01-22 06:56:08 main:574] : INFO : Epoch 1853 | loss: 0.0311848 | val_loss: 0.031199 | Time: 2621.27 ms
[2021-01-22 06:56:10 main:574] : INFO : Epoch 1854 | loss: 0.0311884 | val_loss: 0.0311945 | Time: 2557.03 ms
[2021-01-22 06:56:13 main:574] : INFO : Epoch 1855 | loss: 0.031183 | val_loss: 0.0311946 | Time: 2586.28 ms
[2021-01-22 06:56:16 main:574] : INFO : Epoch 1856 | loss: 0.0311845 | val_loss: 0.0311957 | Time: 2582.63 ms
[2021-01-22 06:56:18 main:574] : INFO : Epoch 1857 | loss: 0.031183 | val_loss: 0.0311926 | Time: 2635.46 ms
[2021-01-22 06:56:21 main:574] : INFO : Epoch 1858 | loss: 0.0311818 | val_loss: 0.0311921 | Time: 2634.12 ms
[2021-01-22 06:56:23 main:574] : INFO : Epoch 1859 | loss: 0.0311819 | val_loss: 0.0311958 | Time: 2562.81 ms
[2021-01-22 06:56:26 main:574] : INFO : Epoch 1860 | loss: 0.0311831 | val_loss: 0.0311939 | Time: 2703.76 ms
[2021-01-22 06:56:29 main:574] : INFO : Epoch 1861 | loss: 0.0311824 | val_loss: 0.0311935 | Time: 2674.72 ms
[2021-01-22 06:56:31 main:574] : INFO : Epoch 1862 | loss: 0.0311811 | val_loss: 0.0311954 | Time: 2561.22 ms
[2021-01-22 06:56:34 main:574] : INFO : Epoch 1863 | loss: 0.0311821 | val_loss: 0.0311943 | Time: 2635.14 ms
[2021-01-22 06:56:37 main:574] : INFO : Epoch 1864 | loss: 0.0311822 | val_loss: 0.0311947 | Time: 2546.65 ms
[2021-01-22 06:56:39 main:574] : INFO : Epoch 1865 | loss: 0.0311802 | val_loss: 0.0311967 | Time: 2628.03 ms
[2021-01-22 06:56:42 main:574] : INFO : Epoch 1866 | loss: 0.0311806 | val_loss: 0.0311946 | Time: 2570.38 ms
[2021-01-22 06:56:45 main:574] : INFO : Epoch 1867 | loss: 0.031181 | val_loss: 0.0311956 | Time: 2589.12 ms
[2021-01-22 06:56:47 main:574] : INFO : Epoch 1868 | loss: 0.0311825 | val_loss: 0.0311964 | Time: 2603.49 ms
[2021-01-22 06:56:50 main:574] : INFO : Epoch 1869 | loss: 0.0311831 | val_loss: 0.0312029 | Time: 2627.36 ms
[2021-01-22 06:56:52 main:574] : INFO : Epoch 1870 | loss: 0.031188 | val_loss: 0.0312058 | Time: 2569.44 ms
[2021-01-22 06:56:55 main:574] : INFO : Epoch 1871 | loss: 0.0311855 | val_loss: 0.031198 | Time: 2593.05 ms
[2021-01-22 06:56:58 main:574] : INFO : Epoch 1872 | loss: 0.0311836 | val_loss: 0.0311986 | Time: 2556.72 ms
[2021-01-22 06:57:00 main:574] : INFO : Epoch 1873 | loss: 0.0311814 | val_loss: 0.0311956 | Time: 2676.65 ms
[2021-01-22 06:57:03 main:574] : INFO : Epoch 1874 | loss: 0.0311804 | val_loss: 0.0311938 | Time: 2539.62 ms
[2021-01-22 06:57:06 main:574] : INFO : Epoch 1875 | loss: 0.031182 | val_loss: 0.0311933 | Time: 2628.03 ms
[2021-01-22 06:57:08 main:574] : INFO : Epoch 1876 | loss: 0.0311829 | val_loss: 0.0311923 | Time: 2561.5 ms
[2021-01-22 06:57:11 main:574] : INFO : Epoch 1877 | loss: 0.0311838 | val_loss: 0.0311986 | Time: 2572.73 ms
[2021-01-22 06:57:13 main:574] : INFO : Epoch 1878 | loss: 0.0311828 | val_loss: 0.0311935 | Time: 2542.49 ms
[2021-01-22 06:57:16 main:574] : INFO : Epoch 1879 | loss: 0.0311808 | val_loss: 0.0311952 | Time: 2594.22 ms
[2021-01-22 06:57:19 main:574] : INFO : Epoch 1880 | loss: 0.0311823 | val_loss: 0.0311941 | Time: 2590.29 ms
[2021-01-22 06:57:21 main:574] : INFO : Epoch 1881 | loss: 0.031182 | val_loss: 0.0311945 | Time: 2599.83 ms
[2021-01-22 06:57:24 main:574] : INFO : Epoch 1882 | loss: 0.0311814 | val_loss: 0.0311924 | Time: 2599.16 ms
[2021-01-22 06:57:27 main:574] : INFO : Epoch 1883 | loss: 0.0311843 | val_loss: 0.0311921 | Time: 2577.55 ms
[2021-01-22 06:57:29 main:574] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311925 | Time: 2550.84 ms
[2021-01-22 06:57:32 main:574] : INFO : Epoch 1885 | loss: 0.0311833 | val_loss: 0.0311951 | Time: 2613.73 ms
[2021-01-22 06:57:34 main:574] : INFO : Epoch 1886 | loss: 0.0311871 | val_loss: 0.0311956 | Time: 2610.74 ms
[2021-01-22 06:57:37 main:574] : INFO : Epoch 1887 | loss: 0.031186 | val_loss: 0.0311944 | Time: 2634.22 ms
[2021-01-22 06:57:40 main:574] : INFO : Epoch 1888 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 2534.22 ms
[2021-01-22 06:57:42 main:574] : INFO : Epoch 1889 | loss: 0.0311835 | val_loss: 0.0311927 | Time: 2631.33 ms
[2021-01-22 06:57:45 main:574] : INFO : Epoch 1890 | loss: 0.0311862 | val_loss: 0.0311942 | Time: 2549.12 ms
[2021-01-22 06:57:47 main:574] : INFO : Epoch 1891 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 2599 ms
[2021-01-22 06:57:50 main:574] : INFO : Epoch 1892 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 2539.86 ms
[2021-01-22 06:57:53 main:574] : INFO : Epoch 1893 | loss: 0.0311854 | val_loss: 0.0311911 | Time: 2556.92 ms
[2021-01-22 06:57:55 main:574] : INFO : Epoch 1894 | loss: 0.031184 | val_loss: 0.0311926 | Time: 2579.66 ms
[2021-01-22 06:57:58 main:574] : INFO : Epoch 1895 | loss: 0.031183 | val_loss: 0.0311915 | Time: 2561.65 ms
[2021-01-22 06:58:00 main:574] : INFO : Epoch 1896 | loss: 0.0311828 | val_loss: 0.0311906 | Time: 2565.67 ms
[2021-01-22 06:58:03 main:574] : INFO : Epoch 1897 | loss: 0.0311826 | val_loss: 0.0311909 | Time: 2540.74 ms
[2021-01-22 06:58:05 main:574] : INFO : Epoch 1898 | loss: 0.0311822 | val_loss: 0.0311919 | Time: 2545.31 ms
[2021-01-22 06:58:08 main:574] : INFO : Epoch 1899 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 2571.08 ms
[2021-01-22 06:58:11 main:574] : INFO : Epoch 1900 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 2605.1 ms
[2021-01-22 06:58:13 main:574] : INFO : Epoch 1901 | loss: 0.0311851 | val_loss: 0.0311954 | Time: 2542.49 ms
[2021-01-22 06:58:16 main:574] : INFO : Epoch 1902 | loss: 0.0311847 | val_loss: 0.0311929 | Time: 2551.98 ms
[2021-01-22 06:58:18 main:574] : INFO : Epoch 1903 | loss: 0.0311845 | val_loss: 0.0311924 | Time: 2611.71 ms
[2021-01-22 06:58:21 main:574] : INFO : Epoch 1904 | loss: 0.0311874 | val_loss: 0.0311969 | Time: 2632.82 ms
[2021-01-22 06:58:24 main:574] : INFO : Epoch 1905 | loss: 0.0311859 | val_loss: 0.0311878 | Time: 2694.1 ms
[2021-01-22 06:58:26 main:574] : INFO : Epoch 1906 | loss: 0.031184 | val_loss: 0.0311866 | Time: 2618.65 ms
[2021-01-22 06:58:29 main:574] : INFO : Epoch 1907 | loss: 0.031185 | val_loss: 0.031191 | Time: 2588.77 ms
[2021-01-22 06:58:32 main:574] : INFO : Epoch 1908 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 2556.5 ms
[2021-01-22 06:58:34 main:574] : INFO : Epoch 1909 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 2563.91 ms
[2021-01-22 06:58:37 main:574] : INFO : Epoch 1910 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 2543.68 ms
[2021-01-22 06:58:39 main:574] : INFO : Epoch 1911 | loss: 0.031182 | val_loss: 0.031186 | Time: 2676.91 ms
[2021-01-22 06:58:42 main:574] : INFO : Epoch 1912 | loss: 0.0311821 | val_loss: 0.0311901 | Time: 2613.94 ms
[2021-01-22 06:58:45 main:574] : INFO : Epoch 1913 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 2611.94 ms
[2021-01-22 06:58:47 main:574] : INFO : Epoch 1914 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 2572.38 ms
[2021-01-22 06:58:50 main:574] : INFO : Epoch 1915 | loss: 0.0311805 | val_loss: 0.0311862 | Time: 2632.05 ms
[2021-01-22 06:58:53 main:574] : INFO : Epoch 1916 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 2602.83 ms
[2021-01-22 06:58:55 main:574] : INFO : Epoch 1917 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 2560.83 ms
[2021-01-22 06:58:58 main:574] : INFO : Epoch 1918 | loss: 0.031186 | val_loss: 0.0311856 | Time: 2565.8 ms
[2021-01-22 06:59:00 main:574] : INFO : Epoch 1919 | loss: 0.0311821 | val_loss: 0.031189 | Time: 2631.39 ms
[2021-01-22 06:59:03 main:574] : INFO : Epoch 1920 | loss: 0.03118 | val_loss: 0.0311857 | Time: 2582 ms
[2021-01-22 06:59:06 main:574] : INFO : Epoch 1921 | loss: 0.031182 | val_loss: 0.0311932 | Time: 2598.99 ms
[2021-01-22 06:59:08 main:574] : INFO : Epoch 1922 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 2612.29 ms
[2021-01-22 06:59:11 main:574] : INFO : Epoch 1923 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 2563 ms
[2021-01-22 06:59:14 main:574] : INFO : Epoch 1924 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 2577.65 ms
[2021-01-22 06:59:16 main:574] : INFO : Epoch 1925 | loss: 0.0311814 | val_loss: 0.031186 | Time: 2578.8 ms
[2021-01-22 06:59:19 main:574] : INFO : Epoch 1926 | loss: 0.0311806 | val_loss: 0.0311876 | Time: 2564.03 ms
[2021-01-22 06:59:22 main:574] : INFO : Epoch 1927 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 2601.66 ms
[2021-01-22 06:59:24 main:574] : INFO : Epoch 1928 | loss: 0.0311808 | val_loss: 0.0311877 | Time: 2608.68 ms
[2021-01-22 06:59:27 main:574] : INFO : Epoch 1929 | loss: 0.031181 | val_loss: 0.031186 | Time: 2607.43 ms
[2021-01-22 06:59:29 main:574] : INFO : Epoch 1930 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 2607.75 ms
[2021-01-22 06:59:32 main:574] : INFO : Epoch 1931 | loss: 0.0311813 | val_loss: 0.0311875 | Time: 2637.98 ms
[2021-01-22 06:59:35 main:574] : INFO : Epoch 1932 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 2574.36 ms
[2021-01-22 06:59:37 main:574] : INFO : Epoch 1933 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 2592.93 ms
[2021-01-22 06:59:40 main:574] : INFO : Epoch 1934 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 2615.93 ms
[2021-01-22 06:59:43 main:574] : INFO : Epoch 1935 | loss: 0.0311865 | val_loss: 0.0311898 | Time: 2593.38 ms
[2021-01-22 06:59:45 main:574] : INFO : Epoch 1936 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 2565.92 ms
[2021-01-22 06:59:48 main:574] : INFO : Epoch 1937 | loss: 0.0311849 | val_loss: 0.0311955 | Time: 2547.03 ms
[2021-01-22 06:59:50 main:574] : INFO : Epoch 1938 | loss: 0.0312018 | val_loss: 0.0312071 | Time: 2587.55 ms
[2021-01-22 06:59:53 main:574] : INFO : Epoch 1939 | loss: 0.0312047 | val_loss: 0.0312095 | Time: 2654.59 ms
[2021-01-22 06:59:56 main:574] : INFO : Epoch 1940 | loss: 0.0312066 | val_loss: 0.0312116 | Time: 2537.52 ms
[2021-01-22 06:59:58 main:574] : INFO : Epoch 1941 | loss: 0.0312038 | val_loss: 0.03121 | Time: 2580.46 ms
[2021-01-22 07:00:01 main:574] : INFO : Epoch 1942 | loss: 0.0312029 | val_loss: 0.0312078 | Time: 2537.27 ms
[2021-01-22 07:00:04 main:574] : INFO : Epoch 1943 | loss: 0.0312035 | val_loss: 0.0312072 | Time: 2580.98 ms
[2021-01-22 07:00:06 main:574] : INFO : Epoch 1944 | loss: 0.0312015 | val_loss: 0.0312063 | Time: 2606.42 ms
[2021-01-22 07:00:09 main:574] : INFO : Epoch 1945 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 2579.77 ms
[2021-01-22 07:00:11 main:574] : INFO : Epoch 1946 | loss: 0.0312005 | val_loss: 0.0312046 | Time: 2614.69 ms
[2021-01-22 07:00:14 main:574] : INFO : Epoch 1947 | loss: 0.0312005 | val_loss: 0.0312046 | Time: 2608.7 ms
[2021-01-22 07:00:17 main:574] : INFO : Epoch 1948 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 2581.85 ms
[2021-01-22 07:00:19 main:574] : INFO : Epoch 1949 | loss: 0.031201 | val_loss: 0.0312045 | Time: 2546.05 ms
[2021-01-22 07:00:22 main:574] : INFO : Epoch 1950 | loss: 0.0311998 | val_loss: 0.0312036 | Time: 2591.49 ms
[2021-01-22 07:00:25 main:574] : INFO : Epoch 1951 | loss: 0.0311993 | val_loss: 0.0312054 | Time: 2583.74 ms
[2021-01-22 07:00:27 main:574] : INFO : Epoch 1952 | loss: 0.0311993 | val_loss: 0.0312031 | Time: 2544.64 ms
[2021-01-22 07:00:30 main:574] : INFO : Epoch 1953 | loss: 0.0311988 | val_loss: 0.0312033 | Time: 2547.34 ms
[2021-01-22 07:00:32 main:574] : INFO : Epoch 1954 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 2576.23 ms
[2021-01-22 07:00:35 main:574] : INFO : Epoch 1955 | loss: 0.0311985 | val_loss: 0.031203 | Time: 2579.11 ms
[2021-01-22 07:00:38 main:574] : INFO : Epoch 1956 | loss: 0.0311981 | val_loss: 0.0312035 | Time: 2593.56 ms
[2021-01-22 07:00:40 main:574] : INFO : Epoch 1957 | loss: 0.0311985 | val_loss: 0.0312036 | Time: 2674.26 ms
[2021-01-22 07:00:43 main:574] : INFO : Epoch 1958 | loss: 0.0312 | val_loss: 0.0312028 | Time: 2542.42 ms
[2021-01-22 07:00:46 main:574] : INFO : Epoch 1959 | loss: 0.0311982 | val_loss: 0.0312023 | Time: 2642.74 ms
[2021-01-22 07:00:48 main:574] : INFO : Epoch 1960 | loss: 0.0311999 | val_loss: 0.0312031 | Time: 2636.67 ms
[2021-01-22 07:00:51 main:574] : INFO : Epoch 1961 | loss: 0.0311992 | val_loss: 0.0312045 | Time: 2577.95 ms
[2021-01-22 07:00:53 main:574] : INFO : Epoch 1962 | loss: 0.0311986 | val_loss: 0.0312052 | Time: 2574.99 ms
[2021-01-22 07:00:56 main:574] : INFO : Epoch 1963 | loss: 0.0311995 | val_loss: 0.0312046 | Time: 2601.43 ms
[2021-01-22 07:00:59 main:574] : INFO : Epoch 1964 | loss: 0.0311985 | val_loss: 0.0312041 | Time: 2552.73 ms
[2021-01-22 07:01:01 main:574] : INFO : Epoch 1965 | loss: 0.0311989 | val_loss: 0.0312044 | Time: 2599.23 ms
[2021-01-22 07:01:04 main:574] : INFO : Epoch 1966 | loss: 0.0311984 | val_loss: 0.0312053 | Time: 2640.36 ms
[2021-01-22 07:01:07 main:574] : INFO : Epoch 1967 | loss: 0.0311985 | val_loss: 0.0312035 | Time: 2550.49 ms
[2021-01-22 07:01:09 main:574] : INFO : Epoch 1968 | loss: 0.0311978 | val_loss: 0.0312044 | Time: 2566.56 ms
[2021-01-22 07:01:12 main:574] : INFO : Epoch 1969 | loss: 0.031198 | val_loss: 0.0312047 | Time: 2604.58 ms
[2021-01-22 07:01:14 main:574] : INFO : Epoch 1970 | loss: 0.0311976 | val_loss: 0.0312039 | Time: 2600.89 ms
[2021-01-22 07:01:17 main:574] : INFO : Epoch 1971 | loss: 0.0311976 | val_loss: 0.0312033 | Time: 2627.46 ms
[2021-01-22 07:01:20 main:574] : INFO : Epoch 1972 | loss: 0.0311971 | val_loss: 0.0312025 | Time: 2548.6 ms
[2021-01-22 07:01:22 main:574] : INFO : Epoch 1973 | loss: 0.0311979 | val_loss: 0.0312041 | Time: 2587.79 ms
[2021-01-22 07:01:25 main:574] : INFO : Epoch 1974 | loss: 0.031199 | val_loss: 0.0312023 | Time: 2609.91 ms
[2021-01-22 07:01:28 main:574] : INFO : Epoch 1975 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 2614.73 ms
[2021-01-22 07:01:30 main:574] : INFO : Epoch 1976 | loss: 0.0311967 | val_loss: 0.0312041 | Time: 2625.1 ms
[2021-01-22 07:01:33 main:574] : INFO : Epoch 1977 | loss: 0.0311971 | val_loss: 0.0312037 | Time: 2607.05 ms
[2021-01-22 07:01:35 main:574] : INFO : Epoch 1978 | loss: 0.0311973 | val_loss: 0.0312069 | Time: 2616.74 ms
[2021-01-22 07:01:38 main:574] : INFO : Epoch 1979 | loss: 0.031198 | val_loss: 0.0312047 | Time: 2545.31 ms
[2021-01-22 07:01:41 main:574] : INFO : Epoch 1980 | loss: 0.0311975 | val_loss: 0.0312039 | Time: 2665.69 ms
[2021-01-22 07:01:43 main:574] : INFO : Epoch 1981 | loss: 0.0311967 | val_loss: 0.0312053 | Time: 2601.11 ms
[2021-01-22 07:01:46 main:574] : INFO : Epoch 1982 | loss: 0.031197 | val_loss: 0.0312034 | Time: 2607.6 ms
[2021-01-22 07:01:49 main:574] : INFO : Epoch 1983 | loss: 0.0311962 | val_loss: 0.0312034 | Time: 2579.51 ms
[2021-01-22 07:01:51 main:574] : INFO : Epoch 1984 | loss: 0.0311963 | val_loss: 0.0312035 | Time: 2586.49 ms
[2021-01-22 07:01:54 main:574] : INFO : Epoch 1985 | loss: 0.0311963 | val_loss: 0.0312079 | Time: 2617.39 ms
[2021-01-22 07:01:57 main:574] : INFO : Epoch 1986 | loss: 0.0311978 | val_loss: 0.031204 | Time: 2565.5 ms
[2021-01-22 07:01:59 main:574] : INFO : Epoch 1987 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 2587.49 ms
[2021-01-22 07:02:02 main:574] : INFO : Epoch 1988 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 2603.22 ms
[2021-01-22 07:02:04 main:574] : INFO : Epoch 1989 | loss: 0.0311993 | val_loss: 0.0312093 | Time: 2614.56 ms
[2021-01-22 07:02:07 main:574] : INFO : Epoch 1990 | loss: 0.0311975 | val_loss: 0.0312072 | Time: 2580.27 ms
[2021-01-22 07:02:10 main:574] : INFO : Epoch 1991 | loss: 0.0311957 | val_loss: 0.031206 | Time: 2578.15 ms
[2021-01-22 07:02:12 main:574] : INFO : Epoch 1992 | loss: 0.0311956 | val_loss: 0.0312046 | Time: 2659.11 ms
[2021-01-22 07:02:15 main:574] : INFO : Epoch 1993 | loss: 0.0311963 | val_loss: 0.0312041 | Time: 2564.26 ms
[2021-01-22 07:02:18 main:574] : INFO : Epoch 1994 | loss: 0.0311961 | val_loss: 0.0312065 | Time: 2576.54 ms
[2021-01-22 07:02:20 main:574] : INFO : Epoch 1995 | loss: 0.0311953 | val_loss: 0.0312024 | Time: 2561.08 ms
[2021-01-22 07:02:23 main:574] : INFO : Epoch 1996 | loss: 0.0311953 | val_loss: 0.0312039 | Time: 2568.47 ms
[2021-01-22 07:02:25 main:574] : INFO : Epoch 1997 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 2621.18 ms
[2021-01-22 07:02:28 main:574] : INFO : Epoch 1998 | loss: 0.0311959 | val_loss: 0.0312031 | Time: 2611.98 ms
[2021-01-22 07:02:31 main:574] : INFO : Epoch 1999 | loss: 0.0312004 | val_loss: 0.0312041 | Time: 2583.38 ms
[2021-01-22 07:02:33 main:574] : INFO : Epoch 2000 | loss: 0.0311983 | val_loss: 0.0312038 | Time: 2562.33 ms
[2021-01-22 07:02:36 main:574] : INFO : Epoch 2001 | loss: 0.0311968 | val_loss: 0.0312052 | Time: 2560.98 ms
[2021-01-22 07:02:39 main:574] : INFO : Epoch 2002 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 2569.07 ms
[2021-01-22 07:02:41 main:574] : INFO : Epoch 2003 | loss: 0.031196 | val_loss: 0.0312047 | Time: 2632.43 ms
[2021-01-22 07:02:44 main:574] : INFO : Epoch 2004 | loss: 0.0311952 | val_loss: 0.0312071 | Time: 2548.59 ms
[2021-01-22 07:02:46 main:574] : INFO : Epoch 2005 | loss: 0.0311947 | val_loss: 0.0312029 | Time: 2596.49 ms
[2021-01-22 07:02:49 main:574] : INFO : Epoch 2006 | loss: 0.0311945 | val_loss: 0.0312036 | Time: 2623.54 ms
[2021-01-22 07:02:52 main:574] : INFO : Epoch 2007 | loss: 0.0311944 | val_loss: 0.0312053 | Time: 2623.19 ms
[2021-01-22 07:02:54 main:574] : INFO : Epoch 2008 | loss: 0.0311946 | val_loss: 0.0312034 | Time: 2628.4 ms
[2021-01-22 07:02:57 main:574] : INFO : Epoch 2009 | loss: 0.0311948 | val_loss: 0.0312033 | Time: 2558.47 ms
[2021-01-22 07:03:00 main:574] : INFO : Epoch 2010 | loss: 0.0311943 | val_loss: 0.0312034 | Time: 2602.32 ms
[2021-01-22 07:03:02 main:574] : INFO : Epoch 2011 | loss: 0.0311961 | val_loss: 0.0312057 | Time: 2569.5 ms
[2021-01-22 07:03:05 main:574] : INFO : Epoch 2012 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 2613.62 ms
[2021-01-22 07:03:08 main:574] : INFO : Epoch 2013 | loss: 0.0311948 | val_loss: 0.0312042 | Time: 2589.94 ms
[2021-01-22 07:03:10 main:574] : INFO : Epoch 2014 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 2548.63 ms
[2021-01-22 07:03:13 main:574] : INFO : Epoch 2015 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 2586.93 ms
[2021-01-22 07:03:15 main:574] : INFO : Epoch 2016 | loss: 0.031196 | val_loss: 0.0312019 | Time: 2540.16 ms
[2021-01-22 07:03:18 main:574] : INFO : Epoch 2017 | loss: 0.0311937 | val_loss: 0.0312027 | Time: 2595.45 ms
[2021-01-22 07:03:21 main:574] : INFO : Epoch 2018 | loss: 0.0311937 | val_loss: 0.0312024 | Time: 2565.56 ms
[2021-01-22 07:03:23 main:574] : INFO : Epoch 2019 | loss: 0.0311947 | val_loss: 0.0312058 | Time: 2605.37 ms
[2021-01-22 07:03:26 main:574] : INFO : Epoch 2020 | loss: 0.0311969 | val_loss: 0.0312058 | Time: 2559.34 ms
[2021-01-22 07:03:29 main:574] : INFO : Epoch 2021 | loss: 0.0312003 | val_loss: 0.0312027 | Time: 2588.63 ms
[2021-01-22 07:03:31 main:574] : INFO : Epoch 2022 | loss: 0.0311959 | val_loss: 0.0312041 | Time: 2589.54 ms
[2021-01-22 07:03:34 main:574] : INFO : Epoch 2023 | loss: 0.0311957 | val_loss: 0.0312037 | Time: 2618.13 ms
[2021-01-22 07:03:36 main:574] : INFO : Epoch 2024 | loss: 0.0311951 | val_loss: 0.0312029 | Time: 2562.83 ms
[2021-01-22 07:03:39 main:574] : INFO : Epoch 2025 | loss: 0.0311931 | val_loss: 0.0312032 | Time: 2564.24 ms
[2021-01-22 07:03:42 main:574] : INFO : Epoch 2026 | loss: 0.0311939 | val_loss: 0.031203 | Time: 2543.94 ms
[2021-01-22 07:03:44 main:574] : INFO : Epoch 2027 | loss: 0.0311946 | val_loss: 0.0312014 | Time: 2546.53 ms
[2021-01-22 07:03:47 main:574] : INFO : Epoch 2028 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 2592.09 ms
[2021-01-22 07:03:49 main:574] : INFO : Epoch 2029 | loss: 0.0312029 | val_loss: 0.0312583 | Time: 2559.81 ms
[2021-01-22 07:03:52 main:574] : INFO : Epoch 2030 | loss: 0.0365845 | val_loss: 0.0325026 | Time: 2568.28 ms
[2021-01-22 07:03:55 main:574] : INFO : Epoch 2031 | loss: 0.0448185 | val_loss: 0.033072 | Time: 2608.1 ms
[2021-01-22 07:03:57 main:574] : INFO : Epoch 2032 | loss: 0.0336459 | val_loss: 0.0317628 | Time: 2597.83 ms
[2021-01-22 07:04:00 main:574] : INFO : Epoch 2033 | loss: 0.0315211 | val_loss: 0.0313355 | Time: 2686.47 ms
[2021-01-22 07:04:03 main:574] : INFO : Epoch 2034 | loss: 0.0312868 | val_loss: 0.0312548 | Time: 2578.99 ms
[2021-01-22 07:04:05 main:574] : INFO : Epoch 2035 | loss: 0.0312528 | val_loss: 0.031241 | Time: 2585.84 ms
[2021-01-22 07:04:08 main:574] : INFO : Epoch 2036 | loss: 0.0312352 | val_loss: 0.0312247 | Time: 2647.32 ms
[2021-01-22 07:04:11 main:574] : INFO : Epoch 2037 | loss: 0.0312226 | val_loss: 0.0312184 | Time: 2538.75 ms
[2021-01-22 07:04:13 main:574] : INFO : Epoch 2038 | loss: 0.0312178 | val_loss: 0.0312144 | Time: 2579.38 ms
[2021-01-22 07:04:16 main:574] : INFO : Epoch 2039 | loss: 0.0312151 | val_loss: 0.0312126 | Time: 2624.17 ms
[2021-01-22 07:04:18 main:574] : INFO : Epoch 2040 | loss: 0.0312134 | val_loss: 0.0312115 | Time: 2549.23 ms
[2021-01-22 07:04:21 main:574] : INFO : Epoch 2041 | loss: 0.0312118 | val_loss: 0.0312112 | Time: 2553.12 ms
[2021-01-22 07:04:24 main:574] : INFO : Epoch 2042 | loss: 0.0312111 | val_loss: 0.03121 | Time: 2615.56 ms
[2021-01-22 07:04:26 main:574] : INFO : Epoch 2043 | loss: 0.03121 | val_loss: 0.0312098 | Time: 2559.02 ms
[2021-01-22 07:04:29 main:574] : INFO : Epoch 2044 | loss: 0.0312103 | val_loss: 0.0312091 | Time: 2635.95 ms
[2021-01-22 07:04:32 main:574] : INFO : Epoch 2045 | loss: 0.0312086 | val_loss: 0.031209 | Time: 2590.26 ms
[2021-01-22 07:04:34 main:574] : INFO : Epoch 2046 | loss: 0.0312084 | val_loss: 0.031209 | Time: 2550.37 ms
[2021-01-22 07:04:37 main:574] : INFO : Epoch 2047 | loss: 0.0312082 | val_loss: 0.0312084 | Time: 2577.13 ms
[2021-01-22 07:04:39 main:574] : INFO : Epoch 2048 | loss: 0.0312077 | val_loss: 0.031211 | Time: 2596.93 ms
[2021-01-22 07:04:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031211
[2021-01-22 07:04:39 main:603] : INFO : Saving end state to config to file
[2021-01-22 07:04:39 main:608] : INFO : Success, exiting..
07:04:39 (9896): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)