Task 3764774
| Name | ParityModified-1609262961-12176-6_1 |
| Workunit | 1871898 |
| Created | 22 Jan 2021, 5:28:54 UTC |
| Sent | 22 Jan 2021, 6:22:57 UTC |
| Report deadline | 29 Jan 2021, 6:22:57 UTC |
| Received | 22 Jan 2021, 9:50:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 30 min 33 sec |
| CPU time | 1 hours 21 min 3 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: 0.0311973 | val_loss: 0.0312047 | Time: 2552.01 ms
[2021-01-22 01:10:40 main:574] : INFO : Epoch 1543 | loss: 0.0311967 | val_loss: 0.031206 | Time: 2563.33 ms
[2021-01-22 01:10:43 main:574] : INFO : Epoch 1544 | loss: 0.0311963 | val_loss: 0.0312038 | Time: 2544.27 ms
[2021-01-22 01:10:45 main:574] : INFO : Epoch 1545 | loss: 0.0311968 | val_loss: 0.0312053 | Time: 2577.16 ms
[2021-01-22 01:10:48 main:574] : INFO : Epoch 1546 | loss: 0.031198 | val_loss: 0.0312045 | Time: 2622.7 ms
[2021-01-22 01:10:51 main:574] : INFO : Epoch 1547 | loss: 0.0311981 | val_loss: 0.0312063 | Time: 2612.75 ms
[2021-01-22 01:10:54 main:574] : INFO : Epoch 1548 | loss: 0.0311968 | val_loss: 0.031204 | Time: 2613.02 ms
[2021-01-22 01:10:56 main:574] : INFO : Epoch 1549 | loss: 0.0311967 | val_loss: 0.031206 | Time: 2587.97 ms
[2021-01-22 01:10:59 main:574] : INFO : Epoch 1550 | loss: 0.031197 | val_loss: 0.0312083 | Time: 2536.32 ms
[2021-01-22 01:11:01 main:574] : INFO : Epoch 1551 | loss: 0.0311964 | val_loss: 0.0312043 | Time: 2577.12 ms
[2021-01-22 01:11:04 main:574] : INFO : Epoch 1552 | loss: 0.0311982 | val_loss: 0.0312068 | Time: 2598.41 ms
[2021-01-22 01:11:07 main:574] : INFO : Epoch 1553 | loss: 0.0311979 | val_loss: 0.0312061 | Time: 2528.82 ms
[2021-01-22 01:11:09 main:574] : INFO : Epoch 1554 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 2669 ms
[2021-01-22 01:11:12 main:574] : INFO : Epoch 1555 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 2606.97 ms
[2021-01-22 01:11:15 main:574] : INFO : Epoch 1556 | loss: 0.0311988 | val_loss: 0.0312057 | Time: 2534.04 ms
[2021-01-22 01:11:18 main:574] : INFO : Epoch 1557 | loss: 0.0311969 | val_loss: 0.0312058 | Time: 2565.43 ms
[2021-01-22 01:11:20 main:574] : INFO : Epoch 1558 | loss: 0.0311993 | val_loss: 0.0312085 | Time: 2536.7 ms
[2021-01-22 01:11:23 main:574] : INFO : Epoch 1559 | loss: 0.031199 | val_loss: 0.0312078 | Time: 2529.84 ms
[2021-01-22 01:11:25 main:574] : INFO : Epoch 1560 | loss: 0.0311988 | val_loss: 0.031206 | Time: 2531.36 ms
[2021-01-22 01:11:28 main:574] : INFO : Epoch 1561 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 2528.56 ms
[2021-01-22 01:11:31 main:574] : INFO : Epoch 1562 | loss: 0.0312005 | val_loss: 0.0312058 | Time: 2667.53 ms
[2021-01-22 01:11:33 main:574] : INFO : Epoch 1563 | loss: 0.0311994 | val_loss: 0.0312083 | Time: 2575.1 ms
[2021-01-22 01:11:36 main:574] : INFO : Epoch 1564 | loss: 0.0311995 | val_loss: 0.0312079 | Time: 2611.26 ms
[2021-01-22 01:11:39 main:574] : INFO : Epoch 1565 | loss: 0.031199 | val_loss: 0.0312057 | Time: 2553.78 ms
[2021-01-22 01:11:41 main:574] : INFO : Epoch 1566 | loss: 0.0311986 | val_loss: 0.0312048 | Time: 2605.61 ms
[2021-01-22 01:11:44 main:574] : INFO : Epoch 1567 | loss: 0.0311982 | val_loss: 0.031206 | Time: 2578 ms
[2021-01-22 01:11:47 main:574] : INFO : Epoch 1568 | loss: 0.0311988 | val_loss: 0.0312048 | Time: 2624.33 ms
[2021-01-22 01:11:49 main:574] : INFO : Epoch 1569 | loss: 0.0311968 | val_loss: 0.0312044 | Time: 2563.69 ms
[2021-01-22 01:11:52 main:574] : INFO : Epoch 1570 | loss: 0.0311977 | val_loss: 0.0312055 | Time: 2626.63 ms
[2021-01-22 01:11:55 main:574] : INFO : Epoch 1571 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 2628.38 ms
[2021-01-22 01:11:57 main:574] : INFO : Epoch 1572 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 2543.04 ms
[2021-01-22 01:12:00 main:574] : INFO : Epoch 1573 | loss: 0.0311967 | val_loss: 0.0312094 | Time: 2586.22 ms
[2021-01-22 01:12:03 main:574] : INFO : Epoch 1574 | loss: 0.0312005 | val_loss: 0.0312099 | Time: 2537.71 ms
[2021-01-22 01:12:05 main:574] : INFO : Epoch 1575 | loss: 0.031199 | val_loss: 0.0312078 | Time: 2541.82 ms
[2021-01-22 01:12:08 main:574] : INFO : Epoch 1576 | loss: 0.0311979 | val_loss: 0.0312071 | Time: 2584.19 ms
[2021-01-22 01:12:11 main:574] : INFO : Epoch 1577 | loss: 0.0311981 | val_loss: 0.0312064 | Time: 2572.98 ms
[2021-01-22 01:12:13 main:574] : INFO : Epoch 1578 | loss: 0.0311976 | val_loss: 0.0312072 | Time: 2532.03 ms
[2021-01-22 01:12:16 main:574] : INFO : Epoch 1579 | loss: 0.0311975 | val_loss: 0.031207 | Time: 2528.14 ms
[2021-01-22 01:12:18 main:574] : INFO : Epoch 1580 | loss: 0.0311977 | val_loss: 0.0312079 | Time: 2593.35 ms
[2021-01-22 01:12:21 main:574] : INFO : Epoch 1581 | loss: 0.0311979 | val_loss: 0.0312065 | Time: 2604.15 ms
[2021-01-22 01:12:24 main:574] : INFO : Epoch 1582 | loss: 0.0311997 | val_loss: 0.0312077 | Time: 2526.02 ms
[2021-01-22 01:12:26 main:574] : INFO : Epoch 1583 | loss: 0.0312 | val_loss: 0.0312075 | Time: 2621.45 ms
[2021-01-22 01:12:29 main:574] : INFO : Epoch 1584 | loss: 0.0312012 | val_loss: 0.0312063 | Time: 2622.8 ms
[2021-01-22 01:12:32 main:574] : INFO : Epoch 1585 | loss: 0.0311998 | val_loss: 0.0312056 | Time: 2552.3 ms
[2021-01-22 01:12:34 main:574] : INFO : Epoch 1586 | loss: 0.0311986 | val_loss: 0.0312053 | Time: 2529.75 ms
[2021-01-22 01:12:37 main:574] : INFO : Epoch 1587 | loss: 0.0311982 | val_loss: 0.0312051 | Time: 2559.36 ms
[2021-01-22 01:12:40 main:574] : INFO : Epoch 1588 | loss: 0.0311999 | val_loss: 0.0312068 | Time: 2623.72 ms
[2021-01-22 01:12:42 main:574] : INFO : Epoch 1589 | loss: 0.0311984 | val_loss: 0.0312056 | Time: 2609.15 ms
[2021-01-22 01:12:45 main:574] : INFO : Epoch 1590 | loss: 0.0311975 | val_loss: 0.0312078 | Time: 2576.2 ms
[2021-01-22 01:12:47 main:574] : INFO : Epoch 1591 | loss: 0.031198 | val_loss: 0.0312057 | Time: 2574.88 ms
[2021-01-22 01:12:50 main:574] : INFO : Epoch 1592 | loss: 0.0311973 | val_loss: 0.0312051 | Time: 2545.38 ms
[2021-01-22 01:12:53 main:574] : INFO : Epoch 1593 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 2577.44 ms
[2021-01-22 01:12:55 main:574] : INFO : Epoch 1594 | loss: 0.0311957 | val_loss: 0.0312058 | Time: 2556.84 ms
[2021-01-22 01:12:58 main:574] : INFO : Epoch 1595 | loss: 0.0311968 | val_loss: 0.0312052 | Time: 2559.34 ms
[2021-01-22 01:13:01 main:574] : INFO : Epoch 1596 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 2534.91 ms
[2021-01-22 01:13:03 main:574] : INFO : Epoch 1597 | loss: 0.0311963 | val_loss: 0.0312071 | Time: 2557.28 ms
[2021-01-22 01:13:06 main:574] : INFO : Epoch 1598 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 2609.47 ms
[2021-01-22 01:13:09 main:574] : INFO : Epoch 1599 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 2537.99 ms
[2021-01-22 01:13:11 main:574] : INFO : Epoch 1600 | loss: 0.0311971 | val_loss: 0.0312049 | Time: 2600.75 ms
[2021-01-22 01:13:14 main:574] : INFO : Epoch 1601 | loss: 0.0311985 | val_loss: 0.0312072 | Time: 2602.13 ms
[2021-01-22 01:13:17 main:574] : INFO : Epoch 1602 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 2604.45 ms
[2021-01-22 01:13:19 main:574] : INFO : Epoch 1603 | loss: 0.031197 | val_loss: 0.0312072 | Time: 2567.37 ms
[2021-01-22 01:13:22 main:574] : INFO : Epoch 1604 | loss: 0.0311978 | val_loss: 0.0312062 | Time: 2527.87 ms
[2021-01-22 01:13:25 main:574] : INFO : Epoch 1605 | loss: 0.0311978 | val_loss: 0.0312126 | Time: 2598.16 ms
[2021-01-22 01:13:27 main:574] : INFO : Epoch 1606 | loss: 0.0311995 | val_loss: 0.0312066 | Time: 2609.88 ms
[2021-01-22 01:13:30 main:574] : INFO : Epoch 1607 | loss: 0.031198 | val_loss: 0.0312072 | Time: 2566.02 ms
[2021-01-22 01:13:32 main:574] : INFO : Epoch 1608 | loss: 0.031198 | val_loss: 0.0312067 | Time: 2586.78 ms
[2021-01-22 01:13:35 main:574] : INFO : Epoch 1609 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 2626.12 ms
[2021-01-22 01:13:38 main:574] : INFO : Epoch 1610 | loss: 0.0311956 | val_loss: 0.0312047 | Time: 2594.53 ms
[2021-01-22 01:13:41 main:574] : INFO : Epoch 1611 | loss: 0.0311971 | val_loss: 0.031211 | Time: 2626.55 ms
[2021-01-22 01:13:43 main:574] : INFO : Epoch 1612 | loss: 0.0312033 | val_loss: 0.0312089 | Time: 2603.13 ms
[2021-01-22 01:13:46 main:574] : INFO : Epoch 1613 | loss: 0.031201 | val_loss: 0.0312136 | Time: 2562.39 ms
[2021-01-22 01:13:49 main:574] : INFO : Epoch 1614 | loss: 0.0311991 | val_loss: 0.0312081 | Time: 2595.57 ms
[2021-01-22 01:13:51 main:574] : INFO : Epoch 1615 | loss: 0.0311991 | val_loss: 0.0312076 | Time: 2616.69 ms
[2021-01-22 01:13:54 main:574] : INFO : Epoch 1616 | loss: 0.0312014 | val_loss: 0.0312096 | Time: 2555.47 ms
[2021-01-22 01:13:57 main:574] : INFO : Epoch 1617 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 2547.81 ms
[2021-01-22 01:13:59 main:574] : INFO : Epoch 1618 | loss: 0.0311976 | val_loss: 0.0312032 | Time: 2615.19 ms
[2021-01-22 01:14:02 main:574] : INFO : Epoch 1619 | loss: 0.0311983 | val_loss: 0.0312037 | Time: 2594.32 ms
[2021-01-22 01:14:04 main:574] : INFO : Epoch 1620 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 2633.63 ms
[2021-01-22 01:14:07 main:574] : INFO : Epoch 1621 | loss: 0.0311986 | val_loss: 0.0312055 | Time: 2611.98 ms
[2021-01-22 01:14:10 main:574] : INFO : Epoch 1622 | loss: 0.0311975 | val_loss: 0.0312024 | Time: 2571.17 ms
[2021-01-22 01:14:12 main:574] : INFO : Epoch 1623 | loss: 0.0311979 | val_loss: 0.0312073 | Time: 2605.39 ms
[2021-01-22 01:14:15 main:574] : INFO : Epoch 1624 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 2573.02 ms
[2021-01-22 01:14:18 main:574] : INFO : Epoch 1625 | loss: 0.0311972 | val_loss: 0.0312021 | Time: 2629.12 ms
[2021-01-22 01:14:20 main:574] : INFO : Epoch 1626 | loss: 0.0311989 | val_loss: 0.031205 | Time: 2590.82 ms
[2021-01-22 01:14:23 main:574] : INFO : Epoch 1627 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 2565.35 ms
[2021-01-22 01:14:26 main:574] : INFO : Epoch 1628 | loss: 0.0311982 | val_loss: 0.0312082 | Time: 2558.7 ms
[2021-01-22 01:14:28 main:574] : INFO : Epoch 1629 | loss: 0.0311976 | val_loss: 0.031206 | Time: 2578.73 ms
[2021-01-22 01:14:31 main:574] : INFO : Epoch 1630 | loss: 0.0311979 | val_loss: 0.0312044 | Time: 2576.35 ms
[2021-01-22 01:14:34 main:574] : INFO : Epoch 1631 | loss: 0.0311969 | val_loss: 0.0312036 | Time: 2612.26 ms
[2021-01-22 01:14:36 main:574] : INFO : Epoch 1632 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 2538.17 ms
[2021-01-22 01:14:39 main:574] : INFO : Epoch 1633 | loss: 0.0311981 | val_loss: 0.0312028 | Time: 2571.25 ms
[2021-01-22 01:14:42 main:574] : INFO : Epoch 1634 | loss: 0.0311988 | val_loss: 0.031205 | Time: 2581.82 ms
[2021-01-22 01:14:44 main:574] : INFO : Epoch 1635 | loss: 0.0311962 | val_loss: 0.0312041 | Time: 2601.63 ms
[2021-01-22 01:14:47 main:574] : INFO : Epoch 1636 | loss: 0.0311977 | val_loss: 0.0312053 | Time: 2632.63 ms
[2021-01-22 01:14:49 main:574] : INFO : Epoch 1637 | loss: 0.0311971 | val_loss: 0.0312043 | Time: 2554.47 ms
[2021-01-22 01:14:52 main:574] : INFO : Epoch 1638 | loss: 0.0311982 | val_loss: 0.0312101 | Time: 2528.03 ms
[2021-01-22 01:14:55 main:574] : INFO : Epoch 1639 | loss: 0.0311989 | val_loss: 0.0312049 | Time: 2610.11 ms
[2021-01-22 01:14:57 main:574] : INFO : Epoch 1640 | loss: 0.0311977 | val_loss: 0.031203 | Time: 2563.23 ms
[2021-01-22 01:15:00 main:574] : INFO : Epoch 1641 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 2556.89 ms
[2021-01-22 01:15:03 main:574] : INFO : Epoch 1642 | loss: 0.0311954 | val_loss: 0.0312061 | Time: 2595.39 ms
[2021-01-22 01:15:05 main:574] : INFO : Epoch 1643 | loss: 0.0311965 | val_loss: 0.0312113 | Time: 2565.21 ms
[2021-01-22 01:15:08 main:574] : INFO : Epoch 1644 | loss: 0.0311963 | val_loss: 0.0312045 | Time: 2620.14 ms
[2021-01-22 01:15:11 main:574] : INFO : Epoch 1645 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 2540.28 ms
[2021-01-22 01:15:13 main:574] : INFO : Epoch 1646 | loss: 0.0311955 | val_loss: 0.0312027 | Time: 2531.49 ms
[2021-01-22 01:15:16 main:574] : INFO : Epoch 1647 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 2621.23 ms
[2021-01-22 01:15:19 main:574] : INFO : Epoch 1648 | loss: 0.0311957 | val_loss: 0.031205 | Time: 2602.84 ms
[2021-01-22 01:15:21 main:574] : INFO : Epoch 1649 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 2548.63 ms
[2021-01-22 01:15:24 main:574] : INFO : Epoch 1650 | loss: 0.0311948 | val_loss: 0.0312029 | Time: 2525.91 ms
[2021-01-22 01:15:26 main:574] : INFO : Epoch 1651 | loss: 0.0311953 | val_loss: 0.0312035 | Time: 2573.27 ms
[2021-01-22 01:15:29 main:574] : INFO : Epoch 1652 | loss: 0.0311946 | val_loss: 0.0312039 | Time: 2545.73 ms
[2021-01-22 01:15:32 main:574] : INFO : Epoch 1653 | loss: 0.031197 | val_loss: 0.0312058 | Time: 2627.24 ms
[2021-01-22 01:15:34 main:574] : INFO : Epoch 1654 | loss: 0.0311958 | val_loss: 0.0312039 | Time: 2564.14 ms
[2021-01-22 01:15:37 main:574] : INFO : Epoch 1655 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 2644.24 ms
[2021-01-22 01:15:40 main:574] : INFO : Epoch 1656 | loss: 0.0311965 | val_loss: 0.0312068 | Time: 2570.13 ms
[2021-01-22 01:15:42 main:574] : INFO : Epoch 1657 | loss: 0.0311967 | val_loss: 0.031204 | Time: 2610.81 ms
[2021-01-22 01:15:45 main:574] : INFO : Epoch 1658 | loss: 0.0311955 | val_loss: 0.0312033 | Time: 2587.01 ms
[2021-01-22 01:15:48 main:574] : INFO : Epoch 1659 | loss: 0.0311952 | val_loss: 0.031206 | Time: 2592.45 ms
[2021-01-22 01:15:50 main:574] : INFO : Epoch 1660 | loss: 0.0311969 | val_loss: 0.0312085 | Time: 2528.14 ms
[2021-01-22 01:15:53 main:574] : INFO : Epoch 1661 | loss: 0.0311967 | val_loss: 0.0312064 | Time: 2606.16 ms
[2021-01-22 01:15:55 main:574] : INFO : Epoch 1662 | loss: 0.0311957 | val_loss: 0.0312062 | Time: 2584.1 ms
[2021-01-22 01:15:58 main:574] : INFO : Epoch 1663 | loss: 0.0311964 | val_loss: 0.0312076 | Time: 2550.14 ms
[2021-01-22 01:16:01 main:574] : INFO : Epoch 1664 | loss: 0.0312037 | val_loss: 0.0312089 | Time: 2537.18 ms
[2021-01-22 01:16:03 main:574] : INFO : Epoch 1665 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 2529.67 ms
[2021-01-22 01:16:06 main:574] : INFO : Epoch 1666 | loss: 0.0311943 | val_loss: 0.031203 | Time: 2590.72 ms
[2021-01-22 01:16:09 main:574] : INFO : Epoch 1667 | loss: 0.0311942 | val_loss: 0.031203 | Time: 2577.49 ms
[2021-01-22 01:16:11 main:574] : INFO : Epoch 1668 | loss: 0.0311942 | val_loss: 0.0312031 | Time: 2525.41 ms
[2021-01-22 01:16:14 main:574] : INFO : Epoch 1669 | loss: 0.031194 | val_loss: 0.0312032 | Time: 2530.36 ms
[2021-01-22 01:16:16 main:574] : INFO : Epoch 1670 | loss: 0.0311947 | val_loss: 0.0312023 | Time: 2603.73 ms
[2021-01-22 01:16:19 main:574] : INFO : Epoch 1671 | loss: 0.0311965 | val_loss: 0.0312034 | Time: 2592.36 ms
[2021-01-22 01:16:22 main:574] : INFO : Epoch 1672 | loss: 0.0311956 | val_loss: 0.0312035 | Time: 2609.81 ms
[2021-01-22 01:16:24 main:574] : INFO : Epoch 1673 | loss: 0.0311961 | val_loss: 0.0312036 | Time: 2610.42 ms
[2021-01-22 01:16:27 main:574] : INFO : Epoch 1674 | loss: 0.0311981 | val_loss: 0.0312027 | Time: 2608.5 ms
[2021-01-22 01:16:30 main:574] : INFO : Epoch 1675 | loss: 0.031195 | val_loss: 0.0312048 | Time: 2579.87 ms
[2021-01-22 01:16:32 main:574] : INFO : Epoch 1676 | loss: 0.031196 | val_loss: 0.0312062 | Time: 2550.48 ms
[2021-01-22 01:16:35 main:574] : INFO : Epoch 1677 | loss: 0.0311949 | val_loss: 0.0312039 | Time: 2584.3 ms
[2021-01-22 01:16:38 main:574] : INFO : Epoch 1678 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 2606.28 ms
[2021-01-22 01:16:40 main:574] : INFO : Epoch 1679 | loss: 0.0311958 | val_loss: 0.031205 | Time: 2578.89 ms
[2021-01-22 01:16:43 main:574] : INFO : Epoch 1680 | loss: 0.0311954 | val_loss: 0.0312031 | Time: 2594.52 ms
[2021-01-22 01:16:46 main:574] : INFO : Epoch 1681 | loss: 0.0311937 | val_loss: 0.0312026 | Time: 2622.89 ms
[2021-01-22 01:16:48 main:574] : INFO : Epoch 1682 | loss: 0.0311935 | val_loss: 0.0312022 | Time: 2580.28 ms
[2021-01-22 01:16:51 main:574] : INFO : Epoch 1683 | loss: 0.0311935 | val_loss: 0.0312037 | Time: 2527.3 ms
[2021-01-22 01:16:54 main:574] : INFO : Epoch 1684 | loss: 0.031195 | val_loss: 0.0312082 | Time: 2584.34 ms
[2021-01-22 01:16:56 main:574] : INFO : Epoch 1685 | loss: 0.0311946 | val_loss: 0.0312054 | Time: 2619.46 ms
[2021-01-22 01:16:59 main:574] : INFO : Epoch 1686 | loss: 0.0311963 | val_loss: 0.0312045 | Time: 2595.19 ms
[2021-01-22 01:17:02 main:574] : INFO : Epoch 1687 | loss: 0.0311944 | val_loss: 0.0312037 | Time: 2617.26 ms
[2021-01-22 01:17:04 main:574] : INFO : Epoch 1688 | loss: 0.0311938 | val_loss: 0.0312042 | Time: 2586.3 ms
[2021-01-22 01:17:07 main:574] : INFO : Epoch 1689 | loss: 0.0311942 | val_loss: 0.031205 | Time: 2642.55 ms
[2021-01-22 01:17:10 main:574] : INFO : Epoch 1690 | loss: 0.0311956 | val_loss: 0.0312035 | Time: 2551.98 ms
[2021-01-22 01:17:12 main:574] : INFO : Epoch 1691 | loss: 0.0311965 | val_loss: 0.0312036 | Time: 2622.9 ms
[2021-01-22 01:17:15 main:574] : INFO : Epoch 1692 | loss: 0.0311965 | val_loss: 0.0312021 | Time: 2526.57 ms
[2021-01-22 01:17:17 main:574] : INFO : Epoch 1693 | loss: 0.0311947 | val_loss: 0.0312024 | Time: 2605.82 ms
[2021-01-22 01:17:20 main:574] : INFO : Epoch 1694 | loss: 0.0311944 | val_loss: 0.0312115 | Time: 2596.41 ms
[2021-01-22 01:17:23 main:574] : INFO : Epoch 1695 | loss: 0.0311984 | val_loss: 0.0312041 | Time: 2557.26 ms
[2021-01-22 01:17:25 main:574] : INFO : Epoch 1696 | loss: 0.0311953 | val_loss: 0.031204 | Time: 2563.19 ms
[2021-01-22 01:17:28 main:574] : INFO : Epoch 1697 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 2536.1 ms
[2021-01-22 01:17:31 main:574] : INFO : Epoch 1698 | loss: 0.0311959 | val_loss: 0.0312056 | Time: 2526.36 ms
[2021-01-22 01:17:33 main:574] : INFO : Epoch 1699 | loss: 0.0311958 | val_loss: 0.0312039 | Time: 2578.33 ms
[2021-01-22 01:17:36 main:574] : INFO : Epoch 1700 | loss: 0.0311967 | val_loss: 0.0312019 | Time: 2529 ms
[2021-01-22 01:17:38 main:574] : INFO : Epoch 1701 | loss: 0.0311961 | val_loss: 0.0312034 | Time: 2572.99 ms
[2021-01-22 01:17:41 main:574] : INFO : Epoch 1702 | loss: 0.0311949 | val_loss: 0.0312026 | Time: 2588.99 ms
[2021-01-22 01:17:44 main:574] : INFO : Epoch 1703 | loss: 0.0311945 | val_loss: 0.0312034 | Time: 2536.99 ms
[2021-01-22 01:17:46 main:574] : INFO : Epoch 1704 | loss: 0.0311938 | val_loss: 0.0312021 | Time: 2593.09 ms
[2021-01-22 01:17:49 main:574] : INFO : Epoch 1705 | loss: 0.031195 | val_loss: 0.0312069 | Time: 2617.7 ms
[2021-01-22 01:17:52 main:574] : INFO : Epoch 1706 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 2598.22 ms
[2021-01-22 01:17:54 main:574] : INFO : Epoch 1707 | loss: 0.0311947 | val_loss: 0.0312025 | Time: 2541.24 ms
[2021-01-22 01:17:57 main:574] : INFO : Epoch 1708 | loss: 0.0311968 | val_loss: 0.0312016 | Time: 2577.19 ms
[2021-01-22 01:18:00 main:574] : INFO : Epoch 1709 | loss: 0.0311955 | val_loss: 0.031204 | Time: 2666.18 ms
[2021-01-22 01:18:02 main:574] : INFO : Epoch 1710 | loss: 0.0311956 | val_loss: 0.0312021 | Time: 2624.82 ms
[2021-01-22 01:18:05 main:574] : INFO : Epoch 1711 | loss: 0.0311968 | val_loss: 0.0312044 | Time: 2583.13 ms
[2021-01-22 01:18:08 main:574] : INFO : Epoch 1712 | loss: 0.0311946 | val_loss: 0.0312052 | Time: 2604.87 ms
[2021-01-22 01:18:10 main:574] : INFO : Epoch 1713 | loss: 0.0311948 | val_loss: 0.0312068 | Time: 2527.87 ms
[2021-01-22 01:18:13 main:574] : INFO : Epoch 1714 | loss: 0.0311939 | val_loss: 0.0312028 | Time: 2653.07 ms
[2021-01-22 01:18:16 main:574] : INFO : Epoch 1715 | loss: 0.0311932 | val_loss: 0.0312023 | Time: 2565.06 ms
[2021-01-22 01:18:18 main:574] : INFO : Epoch 1716 | loss: 0.0311952 | val_loss: 0.0312085 | Time: 2553.56 ms
[2021-01-22 01:18:21 main:574] : INFO : Epoch 1717 | loss: 0.0311962 | val_loss: 0.0312038 | Time: 2608.96 ms
[2021-01-22 01:18:24 main:574] : INFO : Epoch 1718 | loss: 0.0311957 | val_loss: 0.0312035 | Time: 2592.44 ms
[2021-01-22 01:18:26 main:574] : INFO : Epoch 1719 | loss: 0.0311944 | val_loss: 0.0312038 | Time: 2544.71 ms
[2021-01-22 01:18:29 main:574] : INFO : Epoch 1720 | loss: 0.0311938 | val_loss: 0.0312037 | Time: 2527.6 ms
[2021-01-22 01:18:31 main:574] : INFO : Epoch 1721 | loss: 0.0311943 | val_loss: 0.0312032 | Time: 2523.69 ms
[2021-01-22 01:18:34 main:574] : INFO : Epoch 1722 | loss: 0.031193 | val_loss: 0.0312025 | Time: 2542.13 ms
[2021-01-22 01:18:37 main:574] : INFO : Epoch 1723 | loss: 0.0311928 | val_loss: 0.0312039 | Time: 2570.81 ms
[2021-01-22 01:18:39 main:574] : INFO : Epoch 1724 | loss: 0.0311922 | val_loss: 0.0312018 | Time: 2573.4 ms
[2021-01-22 01:18:42 main:574] : INFO : Epoch 1725 | loss: 0.0311917 | val_loss: 0.0311997 | Time: 2552.91 ms
[2021-01-22 01:18:45 main:574] : INFO : Epoch 1726 | loss: 0.0311933 | val_loss: 0.0312017 | Time: 2604.12 ms
[2021-01-22 01:18:47 main:574] : INFO : Epoch 1727 | loss: 0.0311925 | val_loss: 0.031201 | Time: 2628.01 ms
[2021-01-22 01:18:50 main:574] : INFO : Epoch 1728 | loss: 0.0311936 | val_loss: 0.031205 | Time: 2590.31 ms
[2021-01-22 01:18:53 main:574] : INFO : Epoch 1729 | loss: 0.0311933 | val_loss: 0.0312023 | Time: 2635.74 ms
[2021-01-22 01:18:55 main:574] : INFO : Epoch 1730 | loss: 0.0311922 | val_loss: 0.0312002 | Time: 2573.32 ms
[2021-01-22 01:18:58 main:574] : INFO : Epoch 1731 | loss: 0.0311926 | val_loss: 0.0312033 | Time: 2577.03 ms
[2021-01-22 01:19:01 main:574] : INFO : Epoch 1732 | loss: 0.031197 | val_loss: 0.0312031 | Time: 2581.63 ms
[2021-01-22 01:19:03 main:574] : INFO : Epoch 1733 | loss: 0.0311962 | val_loss: 0.0312059 | Time: 2599.15 ms
[2021-01-22 01:19:06 main:574] : INFO : Epoch 1734 | loss: 0.0311942 | val_loss: 0.0312033 | Time: 2529.15 ms
[2021-01-22 01:19:09 main:574] : INFO : Epoch 1735 | loss: 0.0311927 | val_loss: 0.0312007 | Time: 2610.11 ms
[2021-01-22 01:19:11 main:574] : INFO : Epoch 1736 | loss: 0.0311935 | val_loss: 0.0312047 | Time: 2552.59 ms
[2021-01-22 01:19:14 main:574] : INFO : Epoch 1737 | loss: 0.0311927 | val_loss: 0.0312005 | Time: 2564.93 ms
[2021-01-22 01:19:16 main:574] : INFO : Epoch 1738 | loss: 0.031192 | val_loss: 0.0312042 | Time: 2561.27 ms
[2021-01-22 01:19:19 main:574] : INFO : Epoch 1739 | loss: 0.0311934 | val_loss: 0.031205 | Time: 2536.3 ms
[2021-01-22 01:19:22 main:574] : INFO : Epoch 1740 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 2610.11 ms
[2021-01-22 01:19:24 main:574] : INFO : Epoch 1741 | loss: 0.0311954 | val_loss: 0.0312011 | Time: 2530.91 ms
[2021-01-22 01:19:27 main:574] : INFO : Epoch 1742 | loss: 0.0311942 | val_loss: 0.0312055 | Time: 2628.72 ms
[2021-01-22 01:19:30 main:574] : INFO : Epoch 1743 | loss: 0.0311967 | val_loss: 0.0312062 | Time: 2579.02 ms
[2021-01-22 01:19:33 main:574] : INFO : Epoch 1744 | loss: 0.0311961 | val_loss: 0.0312082 | Time: 2606.97 ms
[2021-01-22 01:19:35 main:574] : INFO : Epoch 1745 | loss: 0.0311968 | val_loss: 0.0312046 | Time: 2577.48 ms
[2021-01-22 01:19:38 main:574] : INFO : Epoch 1746 | loss: 0.0311987 | val_loss: 0.0312095 | Time: 2574.43 ms
[2021-01-22 01:19:41 main:574] : INFO : Epoch 1747 | loss: 0.0312007 | val_loss: 0.0312135 | Time: 2584.69 ms
[2021-01-22 01:19:43 main:574] : INFO : Epoch 1748 | loss: 0.0311965 | val_loss: 0.0312038 | Time: 2532.95 ms
[2021-01-22 01:19:46 main:574] : INFO : Epoch 1749 | loss: 0.031195 | val_loss: 0.0312046 | Time: 2578.28 ms
[2021-01-22 01:19:48 main:574] : INFO : Epoch 1750 | loss: 0.031195 | val_loss: 0.0312023 | Time: 2526.78 ms
[2021-01-22 01:19:51 main:574] : INFO : Epoch 1751 | loss: 0.0311936 | val_loss: 0.0312051 | Time: 2577.64 ms
[2021-01-22 01:19:54 main:574] : INFO : Epoch 1752 | loss: 0.0311927 | val_loss: 0.0312048 | Time: 2611.04 ms
[2021-01-22 01:19:56 main:574] : INFO : Epoch 1753 | loss: 0.0311924 | val_loss: 0.0312075 | Time: 2540.96 ms
[2021-01-22 01:19:59 main:574] : INFO : Epoch 1754 | loss: 0.0311937 | val_loss: 0.031204 | Time: 2625.07 ms
[2021-01-22 01:20:02 main:574] : INFO : Epoch 1755 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 2607.14 ms
[2021-01-22 01:20:04 main:574] : INFO : Epoch 1756 | loss: 0.0311928 | val_loss: 0.0312033 | Time: 2535.83 ms
[2021-01-22 01:20:07 main:574] : INFO : Epoch 1757 | loss: 0.031192 | val_loss: 0.0312021 | Time: 2568.94 ms
[2021-01-22 01:20:10 main:574] : INFO : Epoch 1758 | loss: 0.0311912 | val_loss: 0.0312014 | Time: 2554.51 ms
[2021-01-22 01:20:12 main:574] : INFO : Epoch 1759 | loss: 0.0311924 | val_loss: 0.0312033 | Time: 2669.12 ms
[2021-01-22 01:20:15 main:574] : INFO : Epoch 1760 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 2551 ms
[2021-01-22 01:20:18 main:574] : INFO : Epoch 1761 | loss: 0.0311911 | val_loss: 0.0312014 | Time: 2595.36 ms
[2021-01-22 01:20:20 main:574] : INFO : Epoch 1762 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 2553.13 ms
[2021-01-22 01:20:23 main:574] : INFO : Epoch 1763 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 2552.25 ms
[2021-01-22 01:20:26 main:574] : INFO : Epoch 1764 | loss: 0.031192 | val_loss: 0.0312044 | Time: 2567.01 ms
[2021-01-22 01:20:28 main:574] : INFO : Epoch 1765 | loss: 0.0311927 | val_loss: 0.0312057 | Time: 2624.18 ms
[2021-01-22 01:20:31 main:574] : INFO : Epoch 1766 | loss: 0.0311917 | val_loss: 0.0312106 | Time: 2550.2 ms
[2021-01-22 01:20:34 main:574] : INFO : Epoch 1767 | loss: 0.0311922 | val_loss: 0.0312071 | Time: 2587.32 ms
[2021-01-22 01:20:36 main:574] : INFO : Epoch 1768 | loss: 0.0311907 | val_loss: 0.0312058 | Time: 2577.4 ms
[2021-01-22 01:20:39 main:574] : INFO : Epoch 1769 | loss: 0.0311906 | val_loss: 0.0312012 | Time: 2578.8 ms
[2021-01-22 01:20:42 main:574] : INFO : Epoch 1770 | loss: 0.0311905 | val_loss: 0.0312038 | Time: 2590.74 ms
[2021-01-22 01:20:44 main:574] : INFO : Epoch 1771 | loss: 0.0311918 | val_loss: 0.0312054 | Time: 2591.53 ms
[2021-01-22 01:20:47 main:574] : INFO : Epoch 1772 | loss: 0.0311905 | val_loss: 0.0312021 | Time: 2558.95 ms
[2021-01-22 01:20:50 main:574] : INFO : Epoch 1773 | loss: 0.0311912 | val_loss: 0.0312007 | Time: 2550.12 ms
[2021-01-22 01:20:52 main:574] : INFO : Epoch 1774 | loss: 0.0311928 | val_loss: 0.0312023 | Time: 2572.42 ms
[2021-01-22 01:20:55 main:574] : INFO : Epoch 1775 | loss: 0.0311913 | val_loss: 0.0312013 | Time: 2549.34 ms
[2021-01-22 01:20:58 main:574] : INFO : Epoch 1776 | loss: 0.0311922 | val_loss: 0.0312009 | Time: 2608.91 ms
[2021-01-22 01:21:00 main:574] : INFO : Epoch 1777 | loss: 0.0311924 | val_loss: 0.0312024 | Time: 2638.66 ms
[2021-01-22 01:21:03 main:574] : INFO : Epoch 1778 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 2532.79 ms
[2021-01-22 01:21:06 main:574] : INFO : Epoch 1779 | loss: 0.0311927 | val_loss: 0.0312006 | Time: 2608.61 ms
[2021-01-22 01:21:08 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312696 | Time: 2588.86 ms
[2021-01-22 01:21:11 main:574] : INFO : Epoch 1781 | loss: 0.0312822 | val_loss: 0.031213 | Time: 2576.05 ms
[2021-01-22 01:21:13 main:574] : INFO : Epoch 1782 | loss: 0.031337 | val_loss: 0.0312473 | Time: 2537.27 ms
[2021-01-22 01:21:16 main:574] : INFO : Epoch 1783 | loss: 0.0312266 | val_loss: 0.0312095 | Time: 2528.83 ms
[2021-01-22 01:21:19 main:574] : INFO : Epoch 1784 | loss: 0.0312004 | val_loss: 0.0312094 | Time: 2609.24 ms
[2021-01-22 01:21:21 main:574] : INFO : Epoch 1785 | loss: 0.0311986 | val_loss: 0.0312084 | Time: 2553.39 ms
[2021-01-22 01:21:24 main:574] : INFO : Epoch 1786 | loss: 0.031196 | val_loss: 0.0312018 | Time: 2605.15 ms
[2021-01-22 01:21:27 main:574] : INFO : Epoch 1787 | loss: 0.0311951 | val_loss: 0.0312036 | Time: 2575.92 ms
[2021-01-22 01:21:30 main:574] : INFO : Epoch 1788 | loss: 0.031196 | val_loss: 0.0312012 | Time: 2574.2 ms
[2021-01-22 01:21:32 main:574] : INFO : Epoch 1789 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 2628.19 ms
[2021-01-22 01:21:35 main:574] : INFO : Epoch 1790 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 2569.94 ms
[2021-01-22 01:21:38 main:574] : INFO : Epoch 1791 | loss: 0.031192 | val_loss: 0.0311986 | Time: 2594.21 ms
[2021-01-22 01:21:40 main:574] : INFO : Epoch 1792 | loss: 0.031192 | val_loss: 0.0312012 | Time: 2548.64 ms
[2021-01-22 01:21:43 main:574] : INFO : Epoch 1793 | loss: 0.0311976 | val_loss: 0.0312072 | Time: 2592.26 ms
[2021-01-22 01:21:46 main:574] : INFO : Epoch 1794 | loss: 0.0312033 | val_loss: 0.0312052 | Time: 2590.88 ms
[2021-01-22 01:21:48 main:574] : INFO : Epoch 1795 | loss: 0.0312041 | val_loss: 0.031205 | Time: 2584 ms
[2021-01-22 01:21:51 main:574] : INFO : Epoch 1796 | loss: 0.0312061 | val_loss: 0.0312039 | Time: 2556.99 ms
[2021-01-22 01:21:53 main:574] : INFO : Epoch 1797 | loss: 0.0312052 | val_loss: 0.0312027 | Time: 2527 ms
[2021-01-22 01:21:56 main:574] : INFO : Epoch 1798 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 2610.74 ms
[2021-01-22 01:21:59 main:574] : INFO : Epoch 1799 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 2599.63 ms
[2021-01-22 01:22:01 main:574] : INFO : Epoch 1800 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 2579.55 ms
[2021-01-22 01:22:04 main:574] : INFO : Epoch 1801 | loss: 0.0311984 | val_loss: 0.0312002 | Time: 2648.46 ms
[2021-01-22 01:22:07 main:574] : INFO : Epoch 1802 | loss: 0.031198 | val_loss: 0.0312006 | Time: 2602.69 ms
[2021-01-22 01:22:10 main:574] : INFO : Epoch 1803 | loss: 0.0311977 | val_loss: 0.0312015 | Time: 2593.88 ms
[2021-01-22 01:22:12 main:574] : INFO : Epoch 1804 | loss: 0.0311968 | val_loss: 0.0311998 | Time: 2624.25 ms
[2021-01-22 01:22:15 main:574] : INFO : Epoch 1805 | loss: 0.0311969 | val_loss: 0.0312015 | Time: 2569.06 ms
[2021-01-22 01:22:18 main:574] : INFO : Epoch 1806 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 2530.47 ms
[2021-01-22 01:22:20 main:574] : INFO : Epoch 1807 | loss: 0.0311966 | val_loss: 0.0312044 | Time: 2652.54 ms
[2021-01-22 01:22:23 main:574] : INFO : Epoch 1808 | loss: 0.0311973 | val_loss: 0.0311996 | Time: 2567.41 ms
[2021-01-22 01:22:26 main:574] : INFO : Epoch 1809 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 2573.21 ms
[2021-01-22 01:22:28 main:574] : INFO : Epoch 1810 | loss: 0.0311995 | val_loss: 0.0312008 | Time: 2595.18 ms
[2021-01-22 01:22:31 main:574] : INFO : Epoch 1811 | loss: 0.0311979 | val_loss: 0.0312049 | Time: 2525.26 ms
[2021-01-22 01:22:33 main:574] : INFO : Epoch 1812 | loss: 0.0311957 | val_loss: 0.0312 | Time: 2625.6 ms
[2021-01-22 01:22:36 main:574] : INFO : Epoch 1813 | loss: 0.0311957 | val_loss: 0.0312018 | Time: 2549 ms
[2021-01-22 01:22:39 main:574] : INFO : Epoch 1814 | loss: 0.0311966 | val_loss: 0.0312009 | Time: 2586.91 ms
[2021-01-22 01:22:41 main:574] : INFO : Epoch 1815 | loss: 0.0311962 | val_loss: 0.0312008 | Time: 2660.75 ms
[2021-01-22 01:22:44 main:574] : INFO : Epoch 1816 | loss: 0.0311962 | val_loss: 0.0312026 | Time: 2566.22 ms
[2021-01-22 01:22:47 main:574] : INFO : Epoch 1817 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 2550.19 ms
[2021-01-22 01:22:49 main:574] : INFO : Epoch 1818 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 2562.99 ms
[2021-01-22 01:22:52 main:574] : INFO : Epoch 1819 | loss: 0.0311961 | val_loss: 0.0311994 | Time: 2553.43 ms
[2021-01-22 01:22:55 main:574] : INFO : Epoch 1820 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 2599.38 ms
[2021-01-22 01:22:57 main:574] : INFO : Epoch 1821 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 2597.36 ms
[2021-01-22 01:23:00 main:574] : INFO : Epoch 1822 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 2579.56 ms
[2021-01-22 01:23:03 main:574] : INFO : Epoch 1823 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 2611.5 ms
[2021-01-22 01:23:05 main:574] : INFO : Epoch 1824 | loss: 0.0311956 | val_loss: 0.0312012 | Time: 2559.61 ms
[2021-01-22 01:23:08 main:574] : INFO : Epoch 1825 | loss: 0.0311944 | val_loss: 0.031198 | Time: 2575.06 ms
[2021-01-22 01:23:11 main:574] : INFO : Epoch 1826 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 2624.33 ms
[2021-01-22 01:23:13 main:574] : INFO : Epoch 1827 | loss: 0.0311941 | val_loss: 0.0312005 | Time: 2595.65 ms
[2021-01-22 01:23:16 main:574] : INFO : Epoch 1828 | loss: 0.0311949 | val_loss: 0.0312012 | Time: 2560.91 ms
[2021-01-22 01:23:19 main:574] : INFO : Epoch 1829 | loss: 0.0311945 | val_loss: 0.0312008 | Time: 2554.14 ms
[2021-01-22 01:23:21 main:574] : INFO : Epoch 1830 | loss: 0.031196 | val_loss: 0.0311984 | Time: 2534.69 ms
[2021-01-22 01:23:24 main:574] : INFO : Epoch 1831 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 2634.94 ms
[2021-01-22 01:23:27 main:574] : INFO : Epoch 1832 | loss: 0.0311939 | val_loss: 0.0311986 | Time: 2560.53 ms
[2021-01-22 01:23:29 main:574] : INFO : Epoch 1833 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 2608.38 ms
[2021-01-22 01:23:32 main:574] : INFO : Epoch 1834 | loss: 0.0311926 | val_loss: 0.0312059 | Time: 2604.36 ms
[2021-01-22 01:23:35 main:574] : INFO : Epoch 1835 | loss: 0.0311936 | val_loss: 0.0312006 | Time: 2576.95 ms
[2021-01-22 01:23:37 main:574] : INFO : Epoch 1836 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 2588.13 ms
[2021-01-22 01:23:40 main:574] : INFO : Epoch 1837 | loss: 0.0311925 | val_loss: 0.0312023 | Time: 2554.78 ms
[2021-01-22 01:23:43 main:574] : INFO : Epoch 1838 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 2610.38 ms
[2021-01-22 01:23:45 main:574] : INFO : Epoch 1839 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 2540.35 ms
[2021-01-22 01:23:48 main:574] : INFO : Epoch 1840 | loss: 0.0311932 | val_loss: 0.031199 | Time: 2613.08 ms
[2021-01-22 01:23:51 main:574] : INFO : Epoch 1841 | loss: 0.0311916 | val_loss: 0.0312008 | Time: 2558.16 ms
[2021-01-22 01:23:53 main:574] : INFO : Epoch 1842 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 2530.28 ms
[2021-01-22 01:23:56 main:574] : INFO : Epoch 1843 | loss: 0.031191 | val_loss: 0.0311985 | Time: 2531.06 ms
[2021-01-22 01:23:58 main:574] : INFO : Epoch 1844 | loss: 0.0311913 | val_loss: 0.031201 | Time: 2572.78 ms
[2021-01-22 01:24:01 main:574] : INFO : Epoch 1845 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 2531.98 ms
[2021-01-22 01:24:04 main:574] : INFO : Epoch 1846 | loss: 0.0311948 | val_loss: 0.0312101 | Time: 2650.09 ms
[2021-01-22 01:24:06 main:574] : INFO : Epoch 1847 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 2626.34 ms
[2021-01-22 01:24:09 main:574] : INFO : Epoch 1848 | loss: 0.0311913 | val_loss: 0.0311994 | Time: 2600.27 ms
[2021-01-22 01:24:12 main:574] : INFO : Epoch 1849 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 2571.48 ms
[2021-01-22 01:24:15 main:574] : INFO : Epoch 1850 | loss: 0.0311917 | val_loss: 0.0312009 | Time: 2626.42 ms
[2021-01-22 01:24:17 main:574] : INFO : Epoch 1851 | loss: 0.0311908 | val_loss: 0.0312017 | Time: 2586.26 ms
[2021-01-22 01:24:20 main:574] : INFO : Epoch 1852 | loss: 0.0311902 | val_loss: 0.0311993 | Time: 2608.38 ms
[2021-01-22 01:24:23 main:574] : INFO : Epoch 1853 | loss: 0.0311903 | val_loss: 0.0311989 | Time: 2567.51 ms
[2021-01-22 01:24:25 main:574] : INFO : Epoch 1854 | loss: 0.0311891 | val_loss: 0.0312017 | Time: 2528.55 ms
[2021-01-22 01:24:28 main:574] : INFO : Epoch 1855 | loss: 0.0311899 | val_loss: 0.0312026 | Time: 2563.44 ms
[2021-01-22 01:24:30 main:574] : INFO : Epoch 1856 | loss: 0.0311895 | val_loss: 0.0312018 | Time: 2556.27 ms
[2021-01-22 01:24:33 main:574] : INFO : Epoch 1857 | loss: 0.0311903 | val_loss: 0.0312035 | Time: 2572.47 ms
[2021-01-22 01:24:36 main:574] : INFO : Epoch 1858 | loss: 0.03119 | val_loss: 0.0312008 | Time: 2619.2 ms
[2021-01-22 01:24:38 main:574] : INFO : Epoch 1859 | loss: 0.03119 | val_loss: 0.0312011 | Time: 2606.95 ms
[2021-01-22 01:24:41 main:574] : INFO : Epoch 1860 | loss: 0.0311902 | val_loss: 0.0312016 | Time: 2575.83 ms
[2021-01-22 01:24:44 main:574] : INFO : Epoch 1861 | loss: 0.0311913 | val_loss: 0.0312036 | Time: 2646.1 ms
[2021-01-22 01:24:46 main:574] : INFO : Epoch 1862 | loss: 0.0311905 | val_loss: 0.0311996 | Time: 2569.36 ms
[2021-01-22 01:24:49 main:574] : INFO : Epoch 1863 | loss: 0.0311904 | val_loss: 0.0311997 | Time: 2539.66 ms
[2021-01-22 01:24:52 main:574] : INFO : Epoch 1864 | loss: 0.0311919 | val_loss: 0.0311993 | Time: 2562.64 ms
[2021-01-22 01:24:54 main:574] : INFO : Epoch 1865 | loss: 0.0311946 | val_loss: 0.031201 | Time: 2621.61 ms
[2021-01-22 01:24:57 main:574] : INFO : Epoch 1866 | loss: 0.0311947 | val_loss: 0.0311991 | Time: 2577.45 ms
[2021-01-22 01:25:00 main:574] : INFO : Epoch 1867 | loss: 0.0311929 | val_loss: 0.0311989 | Time: 2584.57 ms
[2021-01-22 01:25:02 main:574] : INFO : Epoch 1868 | loss: 0.0311934 | val_loss: 0.0311995 | Time: 2583.22 ms
[2021-01-22 01:25:05 main:574] : INFO : Epoch 1869 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 2609.53 ms
[2021-01-22 01:25:08 main:574] : INFO : Epoch 1870 | loss: 0.031195 | val_loss: 0.0311984 | Time: 2574.66 ms
[2021-01-22 01:25:10 main:574] : INFO : Epoch 1871 | loss: 0.0311952 | val_loss: 0.031197 | Time: 2572.88 ms
[2021-01-22 01:25:13 main:574] : INFO : Epoch 1872 | loss: 0.0311939 | val_loss: 0.0311985 | Time: 2525.12 ms
[2021-01-22 01:25:15 main:574] : INFO : Epoch 1873 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 2527.11 ms
[2021-01-22 01:25:18 main:574] : INFO : Epoch 1874 | loss: 0.0311931 | val_loss: 0.0312003 | Time: 2574.99 ms
[2021-01-22 01:25:21 main:574] : INFO : Epoch 1875 | loss: 0.0311923 | val_loss: 0.0311971 | Time: 2551.16 ms
[2021-01-22 01:25:23 main:574] : INFO : Epoch 1876 | loss: 0.0311926 | val_loss: 0.0311988 | Time: 2570.68 ms
[2021-01-22 01:25:26 main:574] : INFO : Epoch 1877 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 2569.06 ms
[2021-01-22 01:25:29 main:574] : INFO : Epoch 1878 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 2647.52 ms
[2021-01-22 01:25:31 main:574] : INFO : Epoch 1879 | loss: 0.0311927 | val_loss: 0.0311998 | Time: 2552.43 ms
[2021-01-22 01:25:34 main:574] : INFO : Epoch 1880 | loss: 0.0311961 | val_loss: 0.0312002 | Time: 2585.31 ms
[2021-01-22 01:25:37 main:574] : INFO : Epoch 1881 | loss: 0.031202 | val_loss: 0.0312023 | Time: 2591.54 ms
[2021-01-22 01:25:40 main:574] : INFO : Epoch 1882 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 2638.55 ms
[2021-01-22 01:25:42 main:574] : INFO : Epoch 1883 | loss: 0.0312227 | val_loss: 0.0312069 | Time: 2536.08 ms
[2021-01-22 01:25:45 main:574] : INFO : Epoch 1884 | loss: 0.0312066 | val_loss: 0.0312043 | Time: 2572.9 ms
[2021-01-22 01:25:48 main:574] : INFO : Epoch 1885 | loss: 0.031206 | val_loss: 0.0312069 | Time: 2582.24 ms
[2021-01-22 01:25:50 main:574] : INFO : Epoch 1886 | loss: 0.0312057 | val_loss: 0.0312018 | Time: 2612.44 ms
[2021-01-22 01:25:53 main:574] : INFO : Epoch 1887 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 2550.53 ms
[2021-01-22 01:25:56 main:574] : INFO : Epoch 1888 | loss: 0.0312042 | val_loss: 0.0312125 | Time: 2530.58 ms
[2021-01-22 01:25:58 main:574] : INFO : Epoch 1889 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 2545.88 ms
[2021-01-22 01:26:01 main:574] : INFO : Epoch 1890 | loss: 0.0312019 | val_loss: 0.0312029 | Time: 2539.25 ms
[2021-01-22 01:26:04 main:574] : INFO : Epoch 1891 | loss: 0.0312019 | val_loss: 0.0312009 | Time: 2620.57 ms
[2021-01-22 01:26:06 main:574] : INFO : Epoch 1892 | loss: 0.031201 | val_loss: 0.0312027 | Time: 2615.18 ms
[2021-01-22 01:26:09 main:574] : INFO : Epoch 1893 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 2548.93 ms
[2021-01-22 01:26:12 main:574] : INFO : Epoch 1894 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 2567.6 ms
[2021-01-22 01:26:14 main:574] : INFO : Epoch 1895 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 2579.57 ms
[2021-01-22 01:26:17 main:574] : INFO : Epoch 1896 | loss: 0.0312016 | val_loss: 0.0312065 | Time: 2534.77 ms
[2021-01-22 01:26:19 main:574] : INFO : Epoch 1897 | loss: 0.0312039 | val_loss: 0.031209 | Time: 2605.88 ms
[2021-01-22 01:26:22 main:574] : INFO : Epoch 1898 | loss: 0.0312079 | val_loss: 0.0312129 | Time: 2528.15 ms
[2021-01-22 01:26:25 main:574] : INFO : Epoch 1899 | loss: 0.0312076 | val_loss: 0.0312088 | Time: 2570.57 ms
[2021-01-22 01:26:27 main:574] : INFO : Epoch 1900 | loss: 0.0312057 | val_loss: 0.0312064 | Time: 2588.05 ms
[2021-01-22 01:26:30 main:574] : INFO : Epoch 1901 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 2530.12 ms
[2021-01-22 01:26:33 main:574] : INFO : Epoch 1902 | loss: 0.0312102 | val_loss: 0.031214 | Time: 2529.11 ms
[2021-01-22 01:26:35 main:574] : INFO : Epoch 1903 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 2633.83 ms
[2021-01-22 01:26:38 main:574] : INFO : Epoch 1904 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 2610.35 ms
[2021-01-22 01:26:41 main:574] : INFO : Epoch 1905 | loss: 0.0312092 | val_loss: 0.0312126 | Time: 2560.43 ms
[2021-01-22 01:26:43 main:574] : INFO : Epoch 1906 | loss: 0.0312084 | val_loss: 0.031213 | Time: 2528.72 ms
[2021-01-22 01:26:46 main:574] : INFO : Epoch 1907 | loss: 0.0312084 | val_loss: 0.0312148 | Time: 2564.09 ms
[2021-01-22 01:26:48 main:574] : INFO : Epoch 1908 | loss: 0.0312099 | val_loss: 0.0312146 | Time: 2625.03 ms
[2021-01-22 01:26:51 main:574] : INFO : Epoch 1909 | loss: 0.0312096 | val_loss: 0.031212 | Time: 2549.88 ms
[2021-01-22 01:26:54 main:574] : INFO : Epoch 1910 | loss: 0.0312079 | val_loss: 0.031212 | Time: 2628.32 ms
[2021-01-22 01:26:56 main:574] : INFO : Epoch 1911 | loss: 0.031208 | val_loss: 0.0312127 | Time: 2581.71 ms
[2021-01-22 01:26:59 main:574] : INFO : Epoch 1912 | loss: 0.0312089 | val_loss: 0.0312118 | Time: 2540.17 ms
[2021-01-22 01:27:02 main:574] : INFO : Epoch 1913 | loss: 0.0312077 | val_loss: 0.0312092 | Time: 2605.85 ms
[2021-01-22 01:27:04 main:574] : INFO : Epoch 1914 | loss: 0.0312083 | val_loss: 0.0312083 | Time: 2559.35 ms
[2021-01-22 01:27:07 main:574] : INFO : Epoch 1915 | loss: 0.03121 | val_loss: 0.0312131 | Time: 2634.65 ms
[2021-01-22 01:27:10 main:574] : INFO : Epoch 1916 | loss: 0.0312098 | val_loss: 0.0312107 | Time: 2671.09 ms
[2021-01-22 01:27:12 main:574] : INFO : Epoch 1917 | loss: 0.0312073 | val_loss: 0.0312103 | Time: 2640.64 ms
[2021-01-22 01:27:15 main:574] : INFO : Epoch 1918 | loss: 0.0312076 | val_loss: 0.031212 | Time: 2586.44 ms
[2021-01-22 01:27:18 main:574] : INFO : Epoch 1919 | loss: 0.0312078 | val_loss: 0.0312108 | Time: 2556.26 ms
[2021-01-22 01:27:20 main:574] : INFO : Epoch 1920 | loss: 0.03121 | val_loss: 0.0312115 | Time: 2551.68 ms
[2021-01-22 01:27:23 main:574] : INFO : Epoch 1921 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 2630.33 ms
[2021-01-22 01:27:26 main:574] : INFO : Epoch 1922 | loss: 0.0312076 | val_loss: 0.0312097 | Time: 2625.19 ms
[2021-01-22 01:27:28 main:574] : INFO : Epoch 1923 | loss: 0.0312064 | val_loss: 0.03121 | Time: 2554.6 ms
[2021-01-22 01:27:31 main:574] : INFO : Epoch 1924 | loss: 0.0312062 | val_loss: 0.0312113 | Time: 2553.45 ms
[2021-01-22 01:27:34 main:574] : INFO : Epoch 1925 | loss: 0.0312068 | val_loss: 0.0312111 | Time: 2598.22 ms
[2021-01-22 01:27:36 main:574] : INFO : Epoch 1926 | loss: 0.0312059 | val_loss: 0.0312141 | Time: 2603.62 ms
[2021-01-22 01:27:39 main:574] : INFO : Epoch 1927 | loss: 0.0312077 | val_loss: 0.0312149 | Time: 2529.67 ms
[2021-01-22 01:27:42 main:574] : INFO : Epoch 1928 | loss: 0.0312055 | val_loss: 0.0312101 | Time: 2600.79 ms
[2021-01-22 01:27:44 main:574] : INFO : Epoch 1929 | loss: 0.031206 | val_loss: 0.0312099 | Time: 2596.65 ms
[2021-01-22 01:27:47 main:574] : INFO : Epoch 1930 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 2534.07 ms
[2021-01-22 01:27:50 main:574] : INFO : Epoch 1931 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 2592.41 ms
[2021-01-22 01:27:53 main:574] : INFO : Epoch 1932 | loss: 0.0312052 | val_loss: 0.0312094 | Time: 2657.98 ms
[2021-01-22 01:27:55 main:574] : INFO : Epoch 1933 | loss: 0.0312058 | val_loss: 0.031208 | Time: 2611.16 ms
[2021-01-22 01:27:58 main:574] : INFO : Epoch 1934 | loss: 0.0312057 | val_loss: 0.031207 | Time: 2579.37 ms
[2021-01-22 01:28:01 main:574] : INFO : Epoch 1935 | loss: 0.031205 | val_loss: 0.0312071 | Time: 2563.04 ms
[2021-01-22 01:28:03 main:574] : INFO : Epoch 1936 | loss: 0.0312047 | val_loss: 0.031207 | Time: 2528.5 ms
[2021-01-22 01:28:06 main:574] : INFO : Epoch 1937 | loss: 0.0312048 | val_loss: 0.0312087 | Time: 2614.35 ms
[2021-01-22 01:28:09 main:574] : INFO : Epoch 1938 | loss: 0.0312042 | val_loss: 0.0312079 | Time: 2638.88 ms
[2021-01-22 01:28:11 main:574] : INFO : Epoch 1939 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 2562.6 ms
[2021-01-22 01:28:14 main:574] : INFO : Epoch 1940 | loss: 0.0312041 | val_loss: 0.0312064 | Time: 2608.02 ms
[2021-01-22 01:28:17 main:574] : INFO : Epoch 1941 | loss: 0.0312036 | val_loss: 0.0312052 | Time: 2577.45 ms
[2021-01-22 01:28:19 main:574] : INFO : Epoch 1942 | loss: 0.0312051 | val_loss: 0.0312095 | Time: 2616.13 ms
[2021-01-22 01:28:22 main:574] : INFO : Epoch 1943 | loss: 0.0312089 | val_loss: 0.0312078 | Time: 2551.3 ms
[2021-01-22 01:28:25 main:574] : INFO : Epoch 1944 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 2561.25 ms
[2021-01-22 01:28:27 main:574] : INFO : Epoch 1945 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 2601.99 ms
[2021-01-22 01:28:30 main:574] : INFO : Epoch 1946 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 2575.89 ms
[2021-01-22 01:28:33 main:574] : INFO : Epoch 1947 | loss: 0.0312038 | val_loss: 0.0312046 | Time: 2547.39 ms
[2021-01-22 01:28:35 main:574] : INFO : Epoch 1948 | loss: 0.0312028 | val_loss: 0.0312056 | Time: 2636.72 ms
[2021-01-22 01:28:38 main:574] : INFO : Epoch 1949 | loss: 0.0312034 | val_loss: 0.0312036 | Time: 2523.76 ms
[2021-01-22 01:28:41 main:574] : INFO : Epoch 1950 | loss: 0.0312043 | val_loss: 0.0312058 | Time: 2568.72 ms
[2021-01-22 01:28:43 main:574] : INFO : Epoch 1951 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 2522.33 ms
[2021-01-22 01:28:46 main:574] : INFO : Epoch 1952 | loss: 0.0312056 | val_loss: 0.0312044 | Time: 2651.21 ms
[2021-01-22 01:28:48 main:574] : INFO : Epoch 1953 | loss: 0.0312027 | val_loss: 0.0312048 | Time: 2527.74 ms
[2021-01-22 01:28:51 main:574] : INFO : Epoch 1954 | loss: 0.0312013 | val_loss: 0.0312045 | Time: 2529.53 ms
[2021-01-22 01:28:54 main:574] : INFO : Epoch 1955 | loss: 0.0312027 | val_loss: 0.0312039 | Time: 2582.42 ms
[2021-01-22 01:28:56 main:574] : INFO : Epoch 1956 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 2528.25 ms
[2021-01-22 01:28:59 main:574] : INFO : Epoch 1957 | loss: 0.0312071 | val_loss: 0.031206 | Time: 2533.51 ms
[2021-01-22 01:29:01 main:574] : INFO : Epoch 1958 | loss: 0.0312076 | val_loss: 0.0312037 | Time: 2530.53 ms
[2021-01-22 01:29:04 main:574] : INFO : Epoch 1959 | loss: 0.0312084 | val_loss: 0.0312039 | Time: 2536.19 ms
[2021-01-22 01:29:07 main:574] : INFO : Epoch 1960 | loss: 0.0312074 | val_loss: 0.0312008 | Time: 2529.8 ms
[2021-01-22 01:29:09 main:574] : INFO : Epoch 1961 | loss: 0.0312046 | val_loss: 0.0312025 | Time: 2525.48 ms
[2021-01-22 01:29:12 main:574] : INFO : Epoch 1962 | loss: 0.0312038 | val_loss: 0.0312004 | Time: 2527.27 ms
[2021-01-22 01:29:14 main:574] : INFO : Epoch 1963 | loss: 0.0312032 | val_loss: 0.0312016 | Time: 2532.04 ms
[2021-01-22 01:29:17 main:574] : INFO : Epoch 1964 | loss: 0.0312042 | val_loss: 0.0312007 | Time: 2535.21 ms
[2021-01-22 01:29:19 main:574] : INFO : Epoch 1965 | loss: 0.0312076 | val_loss: 0.0312029 | Time: 2537.51 ms
[2021-01-22 01:29:22 main:574] : INFO : Epoch 1966 | loss: 0.0312085 | val_loss: 0.0312034 | Time: 2573.99 ms
[2021-01-22 01:29:25 main:574] : INFO : Epoch 1967 | loss: 0.0312051 | val_loss: 0.031202 | Time: 2550.74 ms
[2021-01-22 01:29:27 main:574] : INFO : Epoch 1968 | loss: 0.0312043 | val_loss: 0.031201 | Time: 2535.88 ms
[2021-01-22 01:29:30 main:574] : INFO : Epoch 1969 | loss: 0.0312051 | val_loss: 0.0312009 | Time: 2530.14 ms
[2021-01-22 01:29:32 main:574] : INFO : Epoch 1970 | loss: 0.0312027 | val_loss: 0.0312012 | Time: 2533.38 ms
[2021-01-22 01:29:35 main:574] : INFO : Epoch 1971 | loss: 0.0312022 | val_loss: 0.0312009 | Time: 2525.16 ms
[2021-01-22 01:29:37 main:574] : INFO : Epoch 1972 | loss: 0.0312019 | val_loss: 0.0312008 | Time: 2531.54 ms
[2021-01-22 01:29:40 main:574] : INFO : Epoch 1973 | loss: 0.0312028 | val_loss: 0.0312005 | Time: 2527.78 ms
[2021-01-22 01:29:43 main:574] : INFO : Epoch 1974 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 2528.12 ms
[2021-01-22 01:29:45 main:574] : INFO : Epoch 1975 | loss: 0.0312041 | val_loss: 0.0311996 | Time: 2526.62 ms
[2021-01-22 01:29:48 main:574] : INFO : Epoch 1976 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 2522.8 ms
[2021-01-22 01:29:50 main:574] : INFO : Epoch 1977 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 2531.65 ms
[2021-01-22 01:29:53 main:574] : INFO : Epoch 1978 | loss: 0.0312034 | val_loss: 0.0312016 | Time: 2531.31 ms
[2021-01-22 01:29:55 main:574] : INFO : Epoch 1979 | loss: 0.0312047 | val_loss: 0.0312018 | Time: 2531.43 ms
[2021-01-22 01:29:58 main:574] : INFO : Epoch 1980 | loss: 0.0312043 | val_loss: 0.0312068 | Time: 2529.39 ms
[2021-01-22 01:30:01 main:574] : INFO : Epoch 1981 | loss: 0.0312059 | val_loss: 0.031202 | Time: 2542.76 ms
[2021-01-22 01:30:03 main:574] : INFO : Epoch 1982 | loss: 0.0312045 | val_loss: 0.0312053 | Time: 2536.15 ms
[2021-01-22 01:30:06 main:574] : INFO : Epoch 1983 | loss: 0.031203 | val_loss: 0.0312008 | Time: 2607.09 ms
[2021-01-22 01:30:08 main:574] : INFO : Epoch 1984 | loss: 0.0312021 | val_loss: 0.0312012 | Time: 2530.18 ms
[2021-01-22 01:30:11 main:574] : INFO : Epoch 1985 | loss: 0.031201 | val_loss: 0.031201 | Time: 2528.83 ms
[2021-01-22 01:30:14 main:574] : INFO : Epoch 1986 | loss: 0.0312012 | val_loss: 0.0312011 | Time: 2528.82 ms
[2021-01-22 01:30:16 main:574] : INFO : Epoch 1987 | loss: 0.0312012 | val_loss: 0.0312011 | Time: 2593.1 ms
[2021-01-22 01:30:19 main:574] : INFO : Epoch 1988 | loss: 0.0312008 | val_loss: 0.0312006 | Time: 2573.55 ms
[2021-01-22 01:30:21 main:574] : INFO : Epoch 1989 | loss: 0.0312008 | val_loss: 0.0312001 | Time: 2562.02 ms
[2021-01-22 01:30:24 main:574] : INFO : Epoch 1990 | loss: 0.0312014 | val_loss: 0.0312003 | Time: 2525.51 ms
[2021-01-22 01:30:27 main:574] : INFO : Epoch 1991 | loss: 0.0312012 | val_loss: 0.0312004 | Time: 2530.33 ms
[2021-01-22 01:30:29 main:574] : INFO : Epoch 1992 | loss: 0.0312017 | val_loss: 0.0312004 | Time: 2537.91 ms
[2021-01-22 01:30:32 main:574] : INFO : Epoch 1993 | loss: 0.0312008 | val_loss: 0.0312005 | Time: 2559.71 ms
[2021-01-22 01:30:34 main:574] : INFO : Epoch 1994 | loss: 0.031202 | val_loss: 0.0311995 | Time: 2542.32 ms
[2021-01-22 01:30:37 main:574] : INFO : Epoch 1995 | loss: 0.0312024 | val_loss: 0.0311995 | Time: 2629.87 ms
[2021-01-22 01:30:40 main:574] : INFO : Epoch 1996 | loss: 0.0312004 | val_loss: 0.0312006 | Time: 2599.43 ms
[2021-01-22 01:30:43 main:574] : INFO : Epoch 1997 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 2585.3 ms
[2021-01-22 01:30:46 main:574] : INFO : Epoch 1998 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 2533.07 ms
[2021-01-22 01:30:48 main:574] : INFO : Epoch 1999 | loss: 0.0312015 | val_loss: 0.031203 | Time: 2595.46 ms
[2021-01-22 01:30:51 main:574] : INFO : Epoch 2000 | loss: 0.0312003 | val_loss: 0.0311992 | Time: 2531.12 ms
[2021-01-22 01:30:54 main:574] : INFO : Epoch 2001 | loss: 0.0312002 | val_loss: 0.031198 | Time: 2533.33 ms
[2021-01-22 01:30:56 main:574] : INFO : Epoch 2002 | loss: 0.0311975 | val_loss: 0.0312002 | Time: 2590.56 ms
[2021-01-22 01:30:59 main:574] : INFO : Epoch 2003 | loss: 0.0311985 | val_loss: 0.0311984 | Time: 2605.52 ms
[2021-01-22 01:31:02 main:574] : INFO : Epoch 2004 | loss: 0.0311982 | val_loss: 0.031198 | Time: 2643.19 ms
[2021-01-22 01:31:04 main:574] : INFO : Epoch 2005 | loss: 0.0311975 | val_loss: 0.0311979 | Time: 2602.46 ms
[2021-01-22 01:31:07 main:574] : INFO : Epoch 2006 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 2545.1 ms
[2021-01-22 01:31:10 main:574] : INFO : Epoch 2007 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 2613.59 ms
[2021-01-22 01:31:12 main:574] : INFO : Epoch 2008 | loss: 0.031197 | val_loss: 0.0311975 | Time: 2609.07 ms
[2021-01-22 01:31:15 main:574] : INFO : Epoch 2009 | loss: 0.0311975 | val_loss: 0.031201 | Time: 2638.95 ms
[2021-01-22 01:31:18 main:574] : INFO : Epoch 2010 | loss: 0.0311987 | val_loss: 0.031199 | Time: 2577.31 ms
[2021-01-22 01:31:20 main:574] : INFO : Epoch 2011 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 2607.87 ms
[2021-01-22 01:31:23 main:574] : INFO : Epoch 2012 | loss: 0.0311963 | val_loss: 0.031196 | Time: 2537.43 ms
[2021-01-22 01:31:26 main:574] : INFO : Epoch 2013 | loss: 0.031196 | val_loss: 0.0311961 | Time: 2554.6 ms
[2021-01-22 01:31:28 main:574] : INFO : Epoch 2014 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 2552.53 ms
[2021-01-22 01:31:31 main:574] : INFO : Epoch 2015 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 2537.46 ms
[2021-01-22 01:31:33 main:574] : INFO : Epoch 2016 | loss: 0.0311969 | val_loss: 0.0311976 | Time: 2564.63 ms
[2021-01-22 01:31:36 main:574] : INFO : Epoch 2017 | loss: 0.0311964 | val_loss: 0.0311963 | Time: 2535.8 ms
[2021-01-22 01:31:39 main:574] : INFO : Epoch 2018 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 2551.14 ms
[2021-01-22 01:31:41 main:574] : INFO : Epoch 2019 | loss: 0.0311984 | val_loss: 0.0312003 | Time: 2530.12 ms
[2021-01-22 01:31:44 main:574] : INFO : Epoch 2020 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 2631.77 ms
[2021-01-22 01:31:46 main:574] : INFO : Epoch 2021 | loss: 0.0311979 | val_loss: 0.0312019 | Time: 2559.44 ms
[2021-01-22 01:31:49 main:574] : INFO : Epoch 2022 | loss: 0.0311974 | val_loss: 0.0311968 | Time: 2583.55 ms
[2021-01-22 01:31:52 main:574] : INFO : Epoch 2023 | loss: 0.0311984 | val_loss: 0.0311975 | Time: 2584.4 ms
[2021-01-22 01:31:54 main:574] : INFO : Epoch 2024 | loss: 0.0311954 | val_loss: 0.0311968 | Time: 2553.53 ms
[2021-01-22 01:31:57 main:574] : INFO : Epoch 2025 | loss: 0.0311964 | val_loss: 0.0311956 | Time: 2528.39 ms
[2021-01-22 01:32:00 main:574] : INFO : Epoch 2026 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 2619.04 ms
[2021-01-22 01:32:02 main:574] : INFO : Epoch 2027 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 2607.36 ms
[2021-01-22 01:32:05 main:574] : INFO : Epoch 2028 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 2572.89 ms
[2021-01-22 01:32:08 main:574] : INFO : Epoch 2029 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 2619.49 ms
[2021-01-22 01:32:10 main:574] : INFO : Epoch 2030 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 2617.8 ms
[2021-01-22 01:32:13 main:574] : INFO : Epoch 2031 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 2553.3 ms
[2021-01-22 01:32:16 main:574] : INFO : Epoch 2032 | loss: 0.031197 | val_loss: 0.0311993 | Time: 2553.71 ms
[2021-01-22 01:32:18 main:574] : INFO : Epoch 2033 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 2559.15 ms
[2021-01-22 01:32:21 main:574] : INFO : Epoch 2034 | loss: 0.0311954 | val_loss: 0.031196 | Time: 2624.55 ms
[2021-01-22 01:32:24 main:574] : INFO : Epoch 2035 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 2611.17 ms
[2021-01-22 01:32:26 main:574] : INFO : Epoch 2036 | loss: 0.0311958 | val_loss: 0.0311964 | Time: 2588.79 ms
[2021-01-22 01:32:29 main:574] : INFO : Epoch 2037 | loss: 0.0311949 | val_loss: 0.0311956 | Time: 2624.35 ms
[2021-01-22 01:32:32 main:574] : INFO : Epoch 2038 | loss: 0.0311963 | val_loss: 0.0312027 | Time: 2528.41 ms
[2021-01-22 01:32:34 main:574] : INFO : Epoch 2039 | loss: 0.0311975 | val_loss: 0.0312011 | Time: 2575.75 ms
[2021-01-22 01:32:37 main:574] : INFO : Epoch 2040 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 2570.81 ms
[2021-01-22 01:32:40 main:574] : INFO : Epoch 2041 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 2638.76 ms
[2021-01-22 01:32:42 main:574] : INFO : Epoch 2042 | loss: 0.0311972 | val_loss: 0.0311962 | Time: 2623.81 ms
[2021-01-22 01:32:45 main:574] : INFO : Epoch 2043 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 2550.57 ms
[2021-01-22 01:32:48 main:574] : INFO : Epoch 2044 | loss: 0.0312009 | val_loss: 0.0311992 | Time: 2595.5 ms
[2021-01-22 01:32:50 main:574] : INFO : Epoch 2045 | loss: 0.0312289 | val_loss: 0.0312392 | Time: 2580.07 ms
[2021-01-22 01:32:53 main:574] : INFO : Epoch 2046 | loss: 0.0312197 | val_loss: 0.0312037 | Time: 2561.85 ms
[2021-01-22 01:32:56 main:574] : INFO : Epoch 2047 | loss: 0.0312087 | val_loss: 0.0312072 | Time: 2562.37 ms
[2021-01-22 01:32:58 main:574] : INFO : Epoch 2048 | loss: 0.0312103 | val_loss: 0.0312062 | Time: 2568.46 ms
[2021-01-22 01:32:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312062
[2021-01-22 01:32:58 main:603] : INFO : Saving end state to config to file
[2021-01-22 01:32:58 main:608] : INFO : Success, exiting..
01:32:58 (11776): 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)