Task 5011322
| Name | ParityModified-1617244393-11735-3_0 |
| Workunit | 3001276 |
| Created | 14 Apr 2021, 3:06:21 UTC |
| Sent | 20 Apr 2021, 17:47:36 UTC |
| Report deadline | 27 Apr 2021, 17:47:36 UTC |
| Received | 20 Apr 2021, 20:21:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 17 sec |
| CPU time | 1 hours 32 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0312197 | val_loss: 0.0312192 | Time: 2693.42 ms [2021-04-20 20:58:26 main:574] : INFO : Epoch 1543 | loss: 0.0312192 | val_loss: 0.0312192 | Time: 2696.29 ms [2021-04-20 20:58:28 main:574] : INFO : Epoch 1544 | loss: 0.0312182 | val_loss: 0.0312192 | Time: 2694.88 ms [2021-04-20 20:58:31 main:574] : INFO : Epoch 1545 | loss: 0.0312197 | val_loss: 0.0312198 | Time: 2693.01 ms [2021-04-20 20:58:34 main:574] : INFO : Epoch 1546 | loss: 0.0312208 | val_loss: 0.0312237 | Time: 2695.74 ms [2021-04-20 20:58:36 main:574] : INFO : Epoch 1547 | loss: 0.0312182 | val_loss: 0.0312231 | Time: 2695.18 ms [2021-04-20 20:58:39 main:574] : INFO : Epoch 1548 | loss: 0.0312205 | val_loss: 0.031219 | Time: 2692.96 ms [2021-04-20 20:58:42 main:574] : INFO : Epoch 1549 | loss: 0.0312181 | val_loss: 0.0312203 | Time: 2699.13 ms [2021-04-20 20:58:45 main:574] : INFO : Epoch 1550 | loss: 0.0312132 | val_loss: 0.0312143 | Time: 2695.6 ms [2021-04-20 20:58:47 main:574] : INFO : Epoch 1551 | loss: 0.0312123 | val_loss: 0.0312131 | Time: 2692.91 ms [2021-04-20 20:58:50 main:574] : INFO : Epoch 1552 | loss: 0.031212 | val_loss: 0.0312161 | Time: 2693.17 ms [2021-04-20 20:58:53 main:574] : INFO : Epoch 1553 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 2697.23 ms [2021-04-20 20:58:55 main:574] : INFO : Epoch 1554 | loss: 0.0312122 | val_loss: 0.0312131 | Time: 2693.95 ms [2021-04-20 20:58:58 main:574] : INFO : Epoch 1555 | loss: 0.0312125 | val_loss: 0.0312116 | Time: 2693.43 ms [2021-04-20 20:59:01 main:574] : INFO : Epoch 1556 | loss: 0.0312122 | val_loss: 0.0312106 | Time: 2692.31 ms [2021-04-20 20:59:04 main:574] : INFO : Epoch 1557 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 2697.37 ms [2021-04-20 20:59:06 main:574] : INFO : Epoch 1558 | loss: 0.0312084 | val_loss: 0.0312111 | Time: 2693.94 ms [2021-04-20 20:59:09 main:574] : INFO : Epoch 1559 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 2693.12 ms [2021-04-20 20:59:12 main:574] : INFO : Epoch 1560 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 2694.18 ms [2021-04-20 20:59:14 main:574] : INFO : Epoch 1561 | loss: 0.0312081 | val_loss: 0.0312095 | Time: 2693.87 ms [2021-04-20 20:59:17 main:574] : INFO : Epoch 1562 | loss: 0.0312065 | val_loss: 0.0312121 | Time: 2694.27 ms [2021-04-20 20:59:20 main:574] : INFO : Epoch 1563 | loss: 0.0312069 | val_loss: 0.0312088 | Time: 2701.61 ms [2021-04-20 20:59:23 main:574] : INFO : Epoch 1564 | loss: 0.0312081 | val_loss: 0.0312094 | Time: 2693.69 ms [2021-04-20 20:59:25 main:574] : INFO : Epoch 1565 | loss: 0.0312073 | val_loss: 0.0312157 | Time: 2692.34 ms [2021-04-20 20:59:28 main:574] : INFO : Epoch 1566 | loss: 0.0312078 | val_loss: 0.0312079 | Time: 2691.46 ms [2021-04-20 20:59:31 main:574] : INFO : Epoch 1567 | loss: 0.031205 | val_loss: 0.0312086 | Time: 2702.81 ms [2021-04-20 20:59:33 main:574] : INFO : Epoch 1568 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 2695.9 ms [2021-04-20 20:59:36 main:574] : INFO : Epoch 1569 | loss: 0.0312046 | val_loss: 0.0312084 | Time: 2693.66 ms [2021-04-20 20:59:39 main:574] : INFO : Epoch 1570 | loss: 0.0312046 | val_loss: 0.031208 | Time: 2694.76 ms [2021-04-20 20:59:42 main:574] : INFO : Epoch 1571 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 2696.08 ms [2021-04-20 20:59:44 main:574] : INFO : Epoch 1572 | loss: 0.0312044 | val_loss: 0.0312082 | Time: 2696.12 ms [2021-04-20 20:59:47 main:574] : INFO : Epoch 1573 | loss: 0.031205 | val_loss: 0.0312087 | Time: 2691.57 ms [2021-04-20 20:59:50 main:574] : INFO : Epoch 1574 | loss: 0.0312054 | val_loss: 0.0312094 | Time: 2695.13 ms [2021-04-20 20:59:52 main:574] : INFO : Epoch 1575 | loss: 0.0312058 | val_loss: 0.0312086 | Time: 2693.31 ms [2021-04-20 20:59:55 main:574] : INFO : Epoch 1576 | loss: 0.0312042 | val_loss: 0.0312085 | Time: 2692.15 ms [2021-04-20 20:59:58 main:574] : INFO : Epoch 1577 | loss: 0.0312062 | val_loss: 0.03121 | Time: 2694.14 ms [2021-04-20 21:00:01 main:574] : INFO : Epoch 1578 | loss: 0.0312051 | val_loss: 0.0312094 | Time: 2696.81 ms [2021-04-20 21:00:03 main:574] : INFO : Epoch 1579 | loss: 0.0312055 | val_loss: 0.0312086 | Time: 2692.14 ms [2021-04-20 21:00:06 main:574] : INFO : Epoch 1580 | loss: 0.0312047 | val_loss: 0.031213 | Time: 2691.13 ms [2021-04-20 21:00:09 main:574] : INFO : Epoch 1581 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 2699.31 ms [2021-04-20 21:00:11 main:574] : INFO : Epoch 1582 | loss: 0.0312046 | val_loss: 0.0312098 | Time: 2693.82 ms [2021-04-20 21:00:14 main:574] : INFO : Epoch 1583 | loss: 0.0312055 | val_loss: 0.0312088 | Time: 2693 ms [2021-04-20 21:00:17 main:574] : INFO : Epoch 1584 | loss: 0.0312047 | val_loss: 0.0312119 | Time: 2694.54 ms [2021-04-20 21:00:20 main:574] : INFO : Epoch 1585 | loss: 0.0312045 | val_loss: 0.0312059 | Time: 2699.03 ms [2021-04-20 21:00:22 main:574] : INFO : Epoch 1586 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 2694.12 ms [2021-04-20 21:00:25 main:574] : INFO : Epoch 1587 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 2706.4 ms [2021-04-20 21:00:28 main:574] : INFO : Epoch 1588 | loss: 0.0312031 | val_loss: 0.031206 | Time: 2706.9 ms [2021-04-20 21:00:30 main:574] : INFO : Epoch 1589 | loss: 0.0312019 | val_loss: 0.0312065 | Time: 2694.34 ms [2021-04-20 21:00:33 main:574] : INFO : Epoch 1590 | loss: 0.031203 | val_loss: 0.0312075 | Time: 2697.11 ms [2021-04-20 21:00:36 main:574] : INFO : Epoch 1591 | loss: 0.0312034 | val_loss: 0.0312068 | Time: 2694.68 ms [2021-04-20 21:00:39 main:574] : INFO : Epoch 1592 | loss: 0.0312041 | val_loss: 0.0312154 | Time: 2693 ms [2021-04-20 21:00:41 main:574] : INFO : Epoch 1593 | loss: 0.0312052 | val_loss: 0.0312094 | Time: 2692.47 ms [2021-04-20 21:00:44 main:574] : INFO : Epoch 1594 | loss: 0.0312036 | val_loss: 0.0312065 | Time: 2699.18 ms [2021-04-20 21:00:47 main:574] : INFO : Epoch 1595 | loss: 0.0312036 | val_loss: 0.0312092 | Time: 2702.02 ms [2021-04-20 21:00:49 main:574] : INFO : Epoch 1596 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 2696.08 ms [2021-04-20 21:00:52 main:574] : INFO : Epoch 1597 | loss: 0.0312049 | val_loss: 0.0312108 | Time: 2696.46 ms [2021-04-20 21:00:55 main:574] : INFO : Epoch 1598 | loss: 0.0312064 | val_loss: 0.0312076 | Time: 2705.09 ms [2021-04-20 21:00:58 main:574] : INFO : Epoch 1599 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 2695.45 ms [2021-04-20 21:01:00 main:574] : INFO : Epoch 1600 | loss: 0.0312018 | val_loss: 0.0312087 | Time: 2694.4 ms [2021-04-20 21:01:03 main:574] : INFO : Epoch 1601 | loss: 0.0312027 | val_loss: 0.031209 | Time: 2693.64 ms [2021-04-20 21:01:06 main:574] : INFO : Epoch 1602 | loss: 0.0312021 | val_loss: 0.0312073 | Time: 2708.71 ms [2021-04-20 21:01:08 main:574] : INFO : Epoch 1603 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 2694.52 ms [2021-04-20 21:01:11 main:574] : INFO : Epoch 1604 | loss: 0.0312028 | val_loss: 0.0312134 | Time: 2696.88 ms [2021-04-20 21:01:14 main:574] : INFO : Epoch 1605 | loss: 0.0312026 | val_loss: 0.0312085 | Time: 2694.18 ms [2021-04-20 21:01:17 main:574] : INFO : Epoch 1606 | loss: 0.0312019 | val_loss: 0.0312086 | Time: 2694.38 ms [2021-04-20 21:01:19 main:574] : INFO : Epoch 1607 | loss: 0.0312032 | val_loss: 0.0312119 | Time: 2692.21 ms [2021-04-20 21:01:22 main:574] : INFO : Epoch 1608 | loss: 0.0312032 | val_loss: 0.0312065 | Time: 2695.86 ms [2021-04-20 21:01:25 main:574] : INFO : Epoch 1609 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2699.06 ms [2021-04-20 21:01:27 main:574] : INFO : Epoch 1610 | loss: 0.031201 | val_loss: 0.0312102 | Time: 2693.41 ms [2021-04-20 21:01:30 main:574] : INFO : Epoch 1611 | loss: 0.0312035 | val_loss: 0.0312081 | Time: 2695.64 ms [2021-04-20 21:01:33 main:574] : INFO : Epoch 1612 | loss: 0.0312028 | val_loss: 0.0312086 | Time: 2695.8 ms [2021-04-20 21:01:36 main:574] : INFO : Epoch 1613 | loss: 0.0312023 | val_loss: 0.0312049 | Time: 2694.27 ms [2021-04-20 21:01:38 main:574] : INFO : Epoch 1614 | loss: 0.031202 | val_loss: 0.0312089 | Time: 2692.23 ms [2021-04-20 21:01:41 main:574] : INFO : Epoch 1615 | loss: 0.0312026 | val_loss: 0.0312091 | Time: 2692.34 ms [2021-04-20 21:01:44 main:574] : INFO : Epoch 1616 | loss: 0.0312012 | val_loss: 0.0312089 | Time: 2695.92 ms [2021-04-20 21:01:47 main:574] : INFO : Epoch 1617 | loss: 0.0312024 | val_loss: 0.0312115 | Time: 2700.49 ms [2021-04-20 21:01:49 main:574] : INFO : Epoch 1618 | loss: 0.0312018 | val_loss: 0.0312075 | Time: 2695.45 ms [2021-04-20 21:01:52 main:574] : INFO : Epoch 1619 | loss: 0.0312011 | val_loss: 0.0312059 | Time: 2693.2 ms [2021-04-20 21:01:55 main:574] : INFO : Epoch 1620 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 2692.8 ms [2021-04-20 21:01:57 main:574] : INFO : Epoch 1621 | loss: 0.0312023 | val_loss: 0.031208 | Time: 2692.63 ms [2021-04-20 21:02:00 main:574] : INFO : Epoch 1622 | loss: 0.0312032 | val_loss: 0.031208 | Time: 2690.91 ms [2021-04-20 21:02:03 main:574] : INFO : Epoch 1623 | loss: 0.0312007 | val_loss: 0.0312069 | Time: 2695.31 ms [2021-04-20 21:02:06 main:574] : INFO : Epoch 1624 | loss: 0.0312013 | val_loss: 0.0312064 | Time: 2698.03 ms [2021-04-20 21:02:08 main:574] : INFO : Epoch 1625 | loss: 0.0312015 | val_loss: 0.0312073 | Time: 2696.64 ms [2021-04-20 21:02:11 main:574] : INFO : Epoch 1626 | loss: 0.0312013 | val_loss: 0.0312085 | Time: 2697.71 ms [2021-04-20 21:02:14 main:574] : INFO : Epoch 1627 | loss: 0.0312015 | val_loss: 0.0312082 | Time: 2695.09 ms [2021-04-20 21:02:16 main:574] : INFO : Epoch 1628 | loss: 0.0312015 | val_loss: 0.0312064 | Time: 2697.09 ms [2021-04-20 21:02:19 main:574] : INFO : Epoch 1629 | loss: 0.0312005 | val_loss: 0.0312058 | Time: 2699.53 ms [2021-04-20 21:02:22 main:574] : INFO : Epoch 1630 | loss: 0.031201 | val_loss: 0.0312055 | Time: 2694.91 ms [2021-04-20 21:02:25 main:574] : INFO : Epoch 1631 | loss: 0.0311997 | val_loss: 0.0312069 | Time: 2707.98 ms [2021-04-20 21:02:27 main:574] : INFO : Epoch 1632 | loss: 0.0312003 | val_loss: 0.0312057 | Time: 2698.1 ms [2021-04-20 21:02:30 main:574] : INFO : Epoch 1633 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 2696.65 ms [2021-04-20 21:02:33 main:574] : INFO : Epoch 1634 | loss: 0.0312002 | val_loss: 0.0312069 | Time: 2696.31 ms [2021-04-20 21:02:35 main:574] : INFO : Epoch 1635 | loss: 0.0312017 | val_loss: 0.0312084 | Time: 2697.36 ms [2021-04-20 21:02:38 main:574] : INFO : Epoch 1636 | loss: 0.0312006 | val_loss: 0.0312057 | Time: 2699.49 ms [2021-04-20 21:02:41 main:574] : INFO : Epoch 1637 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 2695.63 ms [2021-04-20 21:02:44 main:574] : INFO : Epoch 1638 | loss: 0.0312034 | val_loss: 0.0312045 | Time: 2696.05 ms [2021-04-20 21:02:46 main:574] : INFO : Epoch 1639 | loss: 0.0312001 | val_loss: 0.0312057 | Time: 2707.15 ms [2021-04-20 21:02:49 main:574] : INFO : Epoch 1640 | loss: 0.0311996 | val_loss: 0.0312068 | Time: 2694.64 ms [2021-04-20 21:02:52 main:574] : INFO : Epoch 1641 | loss: 0.0312008 | val_loss: 0.0312064 | Time: 2693.86 ms [2021-04-20 21:02:54 main:574] : INFO : Epoch 1642 | loss: 0.0312009 | val_loss: 0.0312096 | Time: 2696.66 ms [2021-04-20 21:02:57 main:574] : INFO : Epoch 1643 | loss: 0.0311998 | val_loss: 0.0312052 | Time: 2697.06 ms [2021-04-20 21:03:00 main:574] : INFO : Epoch 1644 | loss: 0.0311991 | val_loss: 0.0312068 | Time: 2710.68 ms [2021-04-20 21:03:03 main:574] : INFO : Epoch 1645 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 2695.32 ms [2021-04-20 21:03:05 main:574] : INFO : Epoch 1646 | loss: 0.031199 | val_loss: 0.0312079 | Time: 2698.67 ms [2021-04-20 21:03:08 main:574] : INFO : Epoch 1647 | loss: 0.0311993 | val_loss: 0.0312055 | Time: 2694.17 ms [2021-04-20 21:03:11 main:574] : INFO : Epoch 1648 | loss: 0.0312007 | val_loss: 0.0312091 | Time: 2695.66 ms [2021-04-20 21:03:14 main:574] : INFO : Epoch 1649 | loss: 0.0311993 | val_loss: 0.0312062 | Time: 2696.64 ms [2021-04-20 21:03:16 main:574] : INFO : Epoch 1650 | loss: 0.0311992 | val_loss: 0.0312067 | Time: 2697.05 ms [2021-04-20 21:03:19 main:574] : INFO : Epoch 1651 | loss: 0.0311984 | val_loss: 0.031206 | Time: 2699.77 ms [2021-04-20 21:03:22 main:574] : INFO : Epoch 1652 | loss: 0.0311982 | val_loss: 0.0312047 | Time: 2697.76 ms [2021-04-20 21:03:24 main:574] : INFO : Epoch 1653 | loss: 0.0311984 | val_loss: 0.0312056 | Time: 2700.72 ms [2021-04-20 21:03:27 main:574] : INFO : Epoch 1654 | loss: 0.0311993 | val_loss: 0.0312061 | Time: 2699.32 ms [2021-04-20 21:03:30 main:574] : INFO : Epoch 1655 | loss: 0.0311988 | val_loss: 0.0312119 | Time: 2696.55 ms [2021-04-20 21:03:33 main:574] : INFO : Epoch 1656 | loss: 0.0311985 | val_loss: 0.0312066 | Time: 2696.03 ms [2021-04-20 21:03:35 main:574] : INFO : Epoch 1657 | loss: 0.0311992 | val_loss: 0.031209 | Time: 2699.11 ms [2021-04-20 21:03:38 main:574] : INFO : Epoch 1658 | loss: 0.0311995 | val_loss: 0.0312091 | Time: 2697.78 ms [2021-04-20 21:03:41 main:574] : INFO : Epoch 1659 | loss: 0.0312003 | val_loss: 0.0312073 | Time: 2695.38 ms [2021-04-20 21:03:43 main:574] : INFO : Epoch 1660 | loss: 0.0312007 | val_loss: 0.0312077 | Time: 2702.26 ms [2021-04-20 21:03:46 main:574] : INFO : Epoch 1661 | loss: 0.0311998 | val_loss: 0.0312099 | Time: 2698.75 ms [2021-04-20 21:03:49 main:574] : INFO : Epoch 1662 | loss: 0.0311999 | val_loss: 0.0312073 | Time: 2711.51 ms [2021-04-20 21:03:52 main:574] : INFO : Epoch 1663 | loss: 0.0312002 | val_loss: 0.0312086 | Time: 2703.4 ms [2021-04-20 21:03:54 main:574] : INFO : Epoch 1664 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 2700.44 ms [2021-04-20 21:03:57 main:574] : INFO : Epoch 1665 | loss: 0.0311995 | val_loss: 0.0312133 | Time: 2698.34 ms [2021-04-20 21:04:00 main:574] : INFO : Epoch 1666 | loss: 0.0311987 | val_loss: 0.0312074 | Time: 2697.91 ms [2021-04-20 21:04:03 main:574] : INFO : Epoch 1667 | loss: 0.0311981 | val_loss: 0.0312059 | Time: 2699.45 ms [2021-04-20 21:04:05 main:574] : INFO : Epoch 1668 | loss: 0.0311991 | val_loss: 0.0312072 | Time: 2698.79 ms [2021-04-20 21:04:08 main:574] : INFO : Epoch 1669 | loss: 0.0311985 | val_loss: 0.031206 | Time: 2696.96 ms [2021-04-20 21:04:11 main:574] : INFO : Epoch 1670 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 2699.45 ms [2021-04-20 21:04:13 main:574] : INFO : Epoch 1671 | loss: 0.0311984 | val_loss: 0.031205 | Time: 2700.79 ms [2021-04-20 21:04:16 main:574] : INFO : Epoch 1672 | loss: 0.031199 | val_loss: 0.0312071 | Time: 2697.12 ms [2021-04-20 21:04:19 main:574] : INFO : Epoch 1673 | loss: 0.0312004 | val_loss: 0.0312106 | Time: 2696.99 ms [2021-04-20 21:04:22 main:574] : INFO : Epoch 1674 | loss: 0.0311992 | val_loss: 0.0312046 | Time: 2714.94 ms [2021-04-20 21:04:24 main:574] : INFO : Epoch 1675 | loss: 0.0311983 | val_loss: 0.0312055 | Time: 2698.65 ms [2021-04-20 21:04:27 main:574] : INFO : Epoch 1676 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2697.51 ms [2021-04-20 21:04:30 main:574] : INFO : Epoch 1677 | loss: 0.0311993 | val_loss: 0.0312076 | Time: 2698.23 ms [2021-04-20 21:04:32 main:574] : INFO : Epoch 1678 | loss: 0.0311981 | val_loss: 0.0312054 | Time: 2700.11 ms [2021-04-20 21:04:35 main:574] : INFO : Epoch 1679 | loss: 0.0311977 | val_loss: 0.0312053 | Time: 2697.61 ms [2021-04-20 21:04:38 main:574] : INFO : Epoch 1680 | loss: 0.0311989 | val_loss: 0.0312071 | Time: 2699.96 ms [2021-04-20 21:04:41 main:574] : INFO : Epoch 1681 | loss: 0.0312006 | val_loss: 0.0312101 | Time: 2699.18 ms [2021-04-20 21:04:43 main:574] : INFO : Epoch 1682 | loss: 0.0312008 | val_loss: 0.0312061 | Time: 2701.91 ms [2021-04-20 21:04:46 main:574] : INFO : Epoch 1683 | loss: 0.0311996 | val_loss: 0.0312081 | Time: 2695.2 ms [2021-04-20 21:04:49 main:574] : INFO : Epoch 1684 | loss: 0.0312012 | val_loss: 0.0312123 | Time: 2698.28 ms [2021-04-20 21:04:52 main:574] : INFO : Epoch 1685 | loss: 0.0312024 | val_loss: 0.0312085 | Time: 2699.39 ms [2021-04-20 21:04:54 main:574] : INFO : Epoch 1686 | loss: 0.0311998 | val_loss: 0.0312044 | Time: 2713.04 ms [2021-04-20 21:04:57 main:574] : INFO : Epoch 1687 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 2697.31 ms [2021-04-20 21:05:00 main:574] : INFO : Epoch 1688 | loss: 0.0311988 | val_loss: 0.031204 | Time: 2706.43 ms [2021-04-20 21:05:03 main:574] : INFO : Epoch 1689 | loss: 0.031199 | val_loss: 0.0312055 | Time: 2697.72 ms [2021-04-20 21:05:05 main:574] : INFO : Epoch 1690 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 2710.12 ms [2021-04-20 21:05:08 main:574] : INFO : Epoch 1691 | loss: 0.0311992 | val_loss: 0.0312061 | Time: 2699.26 ms [2021-04-20 21:05:11 main:574] : INFO : Epoch 1692 | loss: 0.0311987 | val_loss: 0.0312059 | Time: 2698.15 ms [2021-04-20 21:05:13 main:574] : INFO : Epoch 1693 | loss: 0.0311993 | val_loss: 0.0312074 | Time: 2698.47 ms [2021-04-20 21:05:16 main:574] : INFO : Epoch 1694 | loss: 0.0312019 | val_loss: 0.03121 | Time: 2697.36 ms [2021-04-20 21:05:19 main:574] : INFO : Epoch 1695 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 2701.07 ms [2021-04-20 21:05:22 main:574] : INFO : Epoch 1696 | loss: 0.0311983 | val_loss: 0.0312085 | Time: 2697.56 ms [2021-04-20 21:05:24 main:574] : INFO : Epoch 1697 | loss: 0.0311983 | val_loss: 0.0312079 | Time: 2697.86 ms [2021-04-20 21:05:27 main:574] : INFO : Epoch 1698 | loss: 0.0311992 | val_loss: 0.0312055 | Time: 2705.56 ms [2021-04-20 21:05:30 main:574] : INFO : Epoch 1699 | loss: 0.0311974 | val_loss: 0.031208 | Time: 2698.72 ms [2021-04-20 21:05:32 main:574] : INFO : Epoch 1700 | loss: 0.0311992 | val_loss: 0.0312096 | Time: 2698.45 ms [2021-04-20 21:05:35 main:574] : INFO : Epoch 1701 | loss: 0.0311978 | val_loss: 0.0312066 | Time: 2698.22 ms [2021-04-20 21:05:38 main:574] : INFO : Epoch 1702 | loss: 0.0311974 | val_loss: 0.0312088 | Time: 2704.29 ms [2021-04-20 21:05:41 main:574] : INFO : Epoch 1703 | loss: 0.0311976 | val_loss: 0.0312058 | Time: 2700.55 ms [2021-04-20 21:05:43 main:574] : INFO : Epoch 1704 | loss: 0.0311987 | val_loss: 0.03121 | Time: 2698.36 ms [2021-04-20 21:05:46 main:574] : INFO : Epoch 1705 | loss: 0.0311987 | val_loss: 0.0312049 | Time: 2696.29 ms [2021-04-20 21:05:49 main:574] : INFO : Epoch 1706 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 2699.12 ms [2021-04-20 21:05:51 main:574] : INFO : Epoch 1707 | loss: 0.0311971 | val_loss: 0.0312098 | Time: 2698.24 ms [2021-04-20 21:05:54 main:574] : INFO : Epoch 1708 | loss: 0.0311994 | val_loss: 0.0312105 | Time: 2696.67 ms [2021-04-20 21:05:57 main:574] : INFO : Epoch 1709 | loss: 0.0311989 | val_loss: 0.0312126 | Time: 2700.57 ms [2021-04-20 21:06:00 main:574] : INFO : Epoch 1710 | loss: 0.031199 | val_loss: 0.0312089 | Time: 2700.87 ms [2021-04-20 21:06:02 main:574] : INFO : Epoch 1711 | loss: 0.0311994 | val_loss: 0.0312099 | Time: 2697.98 ms [2021-04-20 21:06:05 main:574] : INFO : Epoch 1712 | loss: 0.0311993 | val_loss: 0.031207 | Time: 2698.15 ms [2021-04-20 21:06:08 main:574] : INFO : Epoch 1713 | loss: 0.0311985 | val_loss: 0.0312106 | Time: 2703.89 ms [2021-04-20 21:06:11 main:574] : INFO : Epoch 1714 | loss: 0.0311987 | val_loss: 0.0312046 | Time: 2698.52 ms [2021-04-20 21:06:13 main:574] : INFO : Epoch 1715 | loss: 0.0311985 | val_loss: 0.0312071 | Time: 2699.48 ms [2021-04-20 21:06:16 main:574] : INFO : Epoch 1716 | loss: 0.0311977 | val_loss: 0.0312138 | Time: 2701.57 ms [2021-04-20 21:06:19 main:574] : INFO : Epoch 1717 | loss: 0.0311993 | val_loss: 0.0312078 | Time: 2696.95 ms [2021-04-20 21:06:21 main:574] : INFO : Epoch 1718 | loss: 0.0311977 | val_loss: 0.0312083 | Time: 2706.76 ms [2021-04-20 21:06:24 main:574] : INFO : Epoch 1719 | loss: 0.0312004 | val_loss: 0.0312101 | Time: 2699.38 ms [2021-04-20 21:06:27 main:574] : INFO : Epoch 1720 | loss: 0.0311983 | val_loss: 0.0312099 | Time: 2700.74 ms [2021-04-20 21:06:30 main:574] : INFO : Epoch 1721 | loss: 0.0311977 | val_loss: 0.0312098 | Time: 2697.7 ms [2021-04-20 21:06:32 main:574] : INFO : Epoch 1722 | loss: 0.0311973 | val_loss: 0.0312095 | Time: 2696.67 ms [2021-04-20 21:06:35 main:574] : INFO : Epoch 1723 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 2700.33 ms [2021-04-20 21:06:38 main:574] : INFO : Epoch 1724 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 2696.85 ms [2021-04-20 21:06:40 main:574] : INFO : Epoch 1725 | loss: 0.0311975 | val_loss: 0.0312071 | Time: 2697.01 ms [2021-04-20 21:06:43 main:574] : INFO : Epoch 1726 | loss: 0.0311971 | val_loss: 0.0312169 | Time: 2699.07 ms [2021-04-20 21:06:46 main:574] : INFO : Epoch 1727 | loss: 0.0312004 | val_loss: 0.0312087 | Time: 2697.78 ms [2021-04-20 21:06:49 main:574] : INFO : Epoch 1728 | loss: 0.0311993 | val_loss: 0.0312093 | Time: 2698.49 ms [2021-04-20 21:06:51 main:574] : INFO : Epoch 1729 | loss: 0.0311976 | val_loss: 0.0312054 | Time: 2703.72 ms [2021-04-20 21:06:54 main:574] : INFO : Epoch 1730 | loss: 0.0312011 | val_loss: 0.0312114 | Time: 2699.14 ms [2021-04-20 21:06:57 main:574] : INFO : Epoch 1731 | loss: 0.0312001 | val_loss: 0.031207 | Time: 2695.78 ms [2021-04-20 21:06:59 main:574] : INFO : Epoch 1732 | loss: 0.0311978 | val_loss: 0.0312099 | Time: 2698.93 ms [2021-04-20 21:07:02 main:574] : INFO : Epoch 1733 | loss: 0.0311971 | val_loss: 0.0312084 | Time: 2698.67 ms [2021-04-20 21:07:05 main:574] : INFO : Epoch 1734 | loss: 0.0311967 | val_loss: 0.0312121 | Time: 2698.45 ms [2021-04-20 21:07:08 main:574] : INFO : Epoch 1735 | loss: 0.0311973 | val_loss: 0.0312066 | Time: 2697.09 ms [2021-04-20 21:07:10 main:574] : INFO : Epoch 1736 | loss: 0.0311972 | val_loss: 0.0312106 | Time: 2702.25 ms [2021-04-20 21:07:13 main:574] : INFO : Epoch 1737 | loss: 0.0311968 | val_loss: 0.0312093 | Time: 2700.41 ms [2021-04-20 21:07:16 main:574] : INFO : Epoch 1738 | loss: 0.0311989 | val_loss: 0.0312123 | Time: 2699.52 ms [2021-04-20 21:07:18 main:574] : INFO : Epoch 1739 | loss: 0.0311966 | val_loss: 0.0312066 | Time: 2698.7 ms [2021-04-20 21:07:21 main:574] : INFO : Epoch 1740 | loss: 0.0311957 | val_loss: 0.0312085 | Time: 2696.77 ms [2021-04-20 21:07:24 main:574] : INFO : Epoch 1741 | loss: 0.0311964 | val_loss: 0.0312094 | Time: 2701.47 ms [2021-04-20 21:07:27 main:574] : INFO : Epoch 1742 | loss: 0.031197 | val_loss: 0.0312137 | Time: 2696.34 ms [2021-04-20 21:07:29 main:574] : INFO : Epoch 1743 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 2698.91 ms [2021-04-20 21:07:32 main:574] : INFO : Epoch 1744 | loss: 0.0311985 | val_loss: 0.0312079 | Time: 2698.47 ms [2021-04-20 21:07:35 main:574] : INFO : Epoch 1745 | loss: 0.0311966 | val_loss: 0.0312067 | Time: 2698.94 ms [2021-04-20 21:07:38 main:574] : INFO : Epoch 1746 | loss: 0.0311973 | val_loss: 0.0312094 | Time: 2702.18 ms [2021-04-20 21:07:40 main:574] : INFO : Epoch 1747 | loss: 0.0311981 | val_loss: 0.0312056 | Time: 2700.2 ms [2021-04-20 21:07:43 main:574] : INFO : Epoch 1748 | loss: 0.0312 | val_loss: 0.0312061 | Time: 2696.64 ms [2021-04-20 21:07:46 main:574] : INFO : Epoch 1749 | loss: 0.0311967 | val_loss: 0.0312064 | Time: 2697.9 ms [2021-04-20 21:07:48 main:574] : INFO : Epoch 1750 | loss: 0.0311967 | val_loss: 0.031204 | Time: 2700.5 ms [2021-04-20 21:07:51 main:574] : INFO : Epoch 1751 | loss: 0.0311988 | val_loss: 0.0312051 | Time: 2697.49 ms [2021-04-20 21:07:54 main:574] : INFO : Epoch 1752 | loss: 0.0311974 | val_loss: 0.0312067 | Time: 2697.79 ms [2021-04-20 21:07:57 main:574] : INFO : Epoch 1753 | loss: 0.0311972 | val_loss: 0.0312084 | Time: 2697.6 ms [2021-04-20 21:07:59 main:574] : INFO : Epoch 1754 | loss: 0.0311972 | val_loss: 0.0312069 | Time: 2700.28 ms [2021-04-20 21:08:02 main:574] : INFO : Epoch 1755 | loss: 0.0311965 | val_loss: 0.0312053 | Time: 2696.27 ms [2021-04-20 21:08:05 main:574] : INFO : Epoch 1756 | loss: 0.0311972 | val_loss: 0.0312063 | Time: 2697.99 ms [2021-04-20 21:08:07 main:574] : INFO : Epoch 1757 | loss: 0.031199 | val_loss: 0.031205 | Time: 2699.41 ms [2021-04-20 21:08:10 main:574] : INFO : Epoch 1758 | loss: 0.0312024 | val_loss: 0.0312075 | Time: 2697.46 ms [2021-04-20 21:08:13 main:574] : INFO : Epoch 1759 | loss: 0.0312025 | val_loss: 0.0312081 | Time: 2707.33 ms [2021-04-20 21:08:16 main:574] : INFO : Epoch 1760 | loss: 0.0312008 | val_loss: 0.031203 | Time: 2699.17 ms [2021-04-20 21:08:18 main:574] : INFO : Epoch 1761 | loss: 0.0311993 | val_loss: 0.0312025 | Time: 2698.84 ms [2021-04-20 21:08:21 main:574] : INFO : Epoch 1762 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 2697.01 ms [2021-04-20 21:08:24 main:574] : INFO : Epoch 1763 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 2696.25 ms [2021-04-20 21:08:26 main:574] : INFO : Epoch 1764 | loss: 0.0311992 | val_loss: 0.0312029 | Time: 2700.41 ms [2021-04-20 21:08:29 main:574] : INFO : Epoch 1765 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 2701.48 ms [2021-04-20 21:08:32 main:574] : INFO : Epoch 1766 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 2696.31 ms [2021-04-20 21:08:35 main:574] : INFO : Epoch 1767 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 2700.55 ms [2021-04-20 21:08:37 main:574] : INFO : Epoch 1768 | loss: 0.0312001 | val_loss: 0.0312122 | Time: 2700.26 ms [2021-04-20 21:08:40 main:574] : INFO : Epoch 1769 | loss: 0.0311997 | val_loss: 0.0312022 | Time: 2697.75 ms [2021-04-20 21:08:43 main:574] : INFO : Epoch 1770 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 2695.01 ms [2021-04-20 21:08:46 main:574] : INFO : Epoch 1771 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 2701.89 ms [2021-04-20 21:08:48 main:574] : INFO : Epoch 1772 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 2697.9 ms [2021-04-20 21:08:51 main:574] : INFO : Epoch 1773 | loss: 0.0311971 | val_loss: 0.0312041 | Time: 2698.39 ms [2021-04-20 21:08:54 main:574] : INFO : Epoch 1774 | loss: 0.0312012 | val_loss: 0.0312106 | Time: 2697.58 ms [2021-04-20 21:08:56 main:574] : INFO : Epoch 1775 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 2699.13 ms [2021-04-20 21:08:59 main:574] : INFO : Epoch 1776 | loss: 0.0311971 | val_loss: 0.0312053 | Time: 2699.15 ms [2021-04-20 21:09:02 main:574] : INFO : Epoch 1777 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 2697.31 ms [2021-04-20 21:09:05 main:574] : INFO : Epoch 1778 | loss: 0.0311975 | val_loss: 0.0312054 | Time: 2702.33 ms [2021-04-20 21:09:07 main:574] : INFO : Epoch 1779 | loss: 0.0311982 | val_loss: 0.0312048 | Time: 2698.39 ms [2021-04-20 21:09:10 main:574] : INFO : Epoch 1780 | loss: 0.031197 | val_loss: 0.0312032 | Time: 2699.21 ms [2021-04-20 21:09:13 main:574] : INFO : Epoch 1781 | loss: 0.0311975 | val_loss: 0.0312049 | Time: 2697.18 ms [2021-04-20 21:09:15 main:574] : INFO : Epoch 1782 | loss: 0.031197 | val_loss: 0.031204 | Time: 2697.45 ms [2021-04-20 21:09:18 main:574] : INFO : Epoch 1783 | loss: 0.0311963 | val_loss: 0.031205 | Time: 2697.18 ms [2021-04-20 21:09:21 main:574] : INFO : Epoch 1784 | loss: 0.0311961 | val_loss: 0.0312063 | Time: 2696.92 ms [2021-04-20 21:09:24 main:574] : INFO : Epoch 1785 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 2699.99 ms [2021-04-20 21:09:26 main:574] : INFO : Epoch 1786 | loss: 0.0311989 | val_loss: 0.0312043 | Time: 2698.33 ms [2021-04-20 21:09:29 main:574] : INFO : Epoch 1787 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 2716.98 ms [2021-04-20 21:09:32 main:574] : INFO : Epoch 1788 | loss: 0.0311974 | val_loss: 0.0312062 | Time: 2697.84 ms [2021-04-20 21:09:35 main:574] : INFO : Epoch 1789 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 2709.52 ms [2021-04-20 21:09:37 main:574] : INFO : Epoch 1790 | loss: 0.0311963 | val_loss: 0.0312102 | Time: 2697.42 ms [2021-04-20 21:09:40 main:574] : INFO : Epoch 1791 | loss: 0.0311984 | val_loss: 0.0312056 | Time: 2696.88 ms [2021-04-20 21:09:43 main:574] : INFO : Epoch 1792 | loss: 0.0311985 | val_loss: 0.0312113 | Time: 2699.44 ms [2021-04-20 21:09:45 main:574] : INFO : Epoch 1793 | loss: 0.0312012 | val_loss: 0.031206 | Time: 2698.89 ms [2021-04-20 21:09:48 main:574] : INFO : Epoch 1794 | loss: 0.0311969 | val_loss: 0.0312037 | Time: 2699.68 ms [2021-04-20 21:09:51 main:574] : INFO : Epoch 1795 | loss: 0.0311989 | val_loss: 0.0312038 | Time: 2699.91 ms [2021-04-20 21:09:54 main:574] : INFO : Epoch 1796 | loss: 0.0311979 | val_loss: 0.031205 | Time: 2698.09 ms [2021-04-20 21:09:56 main:574] : INFO : Epoch 1797 | loss: 0.0311957 | val_loss: 0.0312066 | Time: 2704.53 ms [2021-04-20 21:09:59 main:574] : INFO : Epoch 1798 | loss: 0.0311954 | val_loss: 0.0312049 | Time: 2697.19 ms [2021-04-20 21:10:02 main:574] : INFO : Epoch 1799 | loss: 0.0311965 | val_loss: 0.0312051 | Time: 2701.17 ms [2021-04-20 21:10:04 main:574] : INFO : Epoch 1800 | loss: 0.0311971 | val_loss: 0.0312058 | Time: 2697.94 ms [2021-04-20 21:10:07 main:574] : INFO : Epoch 1801 | loss: 0.0311989 | val_loss: 0.0312097 | Time: 2696.25 ms [2021-04-20 21:10:10 main:574] : INFO : Epoch 1802 | loss: 0.0311989 | val_loss: 0.0312037 | Time: 2700.07 ms [2021-04-20 21:10:13 main:574] : INFO : Epoch 1803 | loss: 0.0311992 | val_loss: 0.0312029 | Time: 2698.63 ms [2021-04-20 21:10:15 main:574] : INFO : Epoch 1804 | loss: 0.0311999 | val_loss: 0.0312052 | Time: 2698.74 ms [2021-04-20 21:10:18 main:574] : INFO : Epoch 1805 | loss: 0.0312 | val_loss: 0.0312042 | Time: 2694.19 ms [2021-04-20 21:10:21 main:574] : INFO : Epoch 1806 | loss: 0.0311999 | val_loss: 0.0312026 | Time: 2701.56 ms [2021-04-20 21:10:23 main:574] : INFO : Epoch 1807 | loss: 0.031199 | val_loss: 0.0312018 | Time: 2698.16 ms [2021-04-20 21:10:26 main:574] : INFO : Epoch 1808 | loss: 0.0311978 | val_loss: 0.0312038 | Time: 2698.1 ms [2021-04-20 21:10:29 main:574] : INFO : Epoch 1809 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 2700.01 ms [2021-04-20 21:10:32 main:574] : INFO : Epoch 1810 | loss: 0.031198 | val_loss: 0.0312032 | Time: 2700.03 ms [2021-04-20 21:10:34 main:574] : INFO : Epoch 1811 | loss: 0.0311977 | val_loss: 0.031202 | Time: 2699.65 ms [2021-04-20 21:10:37 main:574] : INFO : Epoch 1812 | loss: 0.0311987 | val_loss: 0.031216 | Time: 2696.85 ms [2021-04-20 21:10:40 main:574] : INFO : Epoch 1813 | loss: 0.031202 | val_loss: 0.0312036 | Time: 2701.58 ms [2021-04-20 21:10:42 main:574] : INFO : Epoch 1814 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 2699.64 ms [2021-04-20 21:10:45 main:574] : INFO : Epoch 1815 | loss: 0.031201 | val_loss: 0.031203 | Time: 2697.55 ms [2021-04-20 21:10:48 main:574] : INFO : Epoch 1816 | loss: 0.0312024 | val_loss: 0.0312025 | Time: 2697.98 ms [2021-04-20 21:10:51 main:574] : INFO : Epoch 1817 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 2700.54 ms [2021-04-20 21:10:53 main:574] : INFO : Epoch 1818 | loss: 0.0311972 | val_loss: 0.0312047 | Time: 2696.66 ms [2021-04-20 21:10:56 main:574] : INFO : Epoch 1819 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 2695.88 ms [2021-04-20 21:10:59 main:574] : INFO : Epoch 1820 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 2703.79 ms [2021-04-20 21:11:01 main:574] : INFO : Epoch 1821 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 2699.46 ms [2021-04-20 21:11:04 main:574] : INFO : Epoch 1822 | loss: 0.0311996 | val_loss: 0.0312039 | Time: 2696.62 ms [2021-04-20 21:11:07 main:574] : INFO : Epoch 1823 | loss: 0.0312001 | val_loss: 0.0312064 | Time: 2702.67 ms [2021-04-20 21:11:10 main:574] : INFO : Epoch 1824 | loss: 0.0311982 | val_loss: 0.0312106 | Time: 2699.01 ms [2021-04-20 21:11:12 main:574] : INFO : Epoch 1825 | loss: 0.0311999 | val_loss: 0.0312034 | Time: 2698.31 ms [2021-04-20 21:11:15 main:574] : INFO : Epoch 1826 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 2697.03 ms [2021-04-20 21:11:18 main:574] : INFO : Epoch 1827 | loss: 0.0311994 | val_loss: 0.031206 | Time: 2699.77 ms [2021-04-20 21:11:21 main:574] : INFO : Epoch 1828 | loss: 0.0312013 | val_loss: 0.0312027 | Time: 2698.48 ms [2021-04-20 21:11:23 main:574] : INFO : Epoch 1829 | loss: 0.0311968 | val_loss: 0.031203 | Time: 2698.98 ms [2021-04-20 21:11:26 main:574] : INFO : Epoch 1830 | loss: 0.0311969 | val_loss: 0.0312037 | Time: 2698.51 ms [2021-04-20 21:11:29 main:574] : INFO : Epoch 1831 | loss: 0.0311992 | val_loss: 0.0312008 | Time: 2698.83 ms [2021-04-20 21:11:31 main:574] : INFO : Epoch 1832 | loss: 0.0311977 | val_loss: 0.031202 | Time: 2704.54 ms [2021-04-20 21:11:34 main:574] : INFO : Epoch 1833 | loss: 0.0311963 | val_loss: 0.0312039 | Time: 2694.99 ms [2021-04-20 21:11:37 main:574] : INFO : Epoch 1834 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 2700.06 ms [2021-04-20 21:11:40 main:574] : INFO : Epoch 1835 | loss: 0.031197 | val_loss: 0.0312022 | Time: 2698.55 ms [2021-04-20 21:11:42 main:574] : INFO : Epoch 1836 | loss: 0.0311971 | val_loss: 0.031205 | Time: 2697.98 ms [2021-04-20 21:11:45 main:574] : INFO : Epoch 1837 | loss: 0.031197 | val_loss: 0.0312016 | Time: 2702.33 ms [2021-04-20 21:11:48 main:574] : INFO : Epoch 1838 | loss: 0.0311963 | val_loss: 0.0312021 | Time: 2700.83 ms [2021-04-20 21:11:50 main:574] : INFO : Epoch 1839 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 2714.56 ms [2021-04-20 21:11:53 main:574] : INFO : Epoch 1840 | loss: 0.0311975 | val_loss: 0.0312022 | Time: 2697.33 ms [2021-04-20 21:11:56 main:574] : INFO : Epoch 1841 | loss: 0.0311965 | val_loss: 0.0312014 | Time: 2701.4 ms [2021-04-20 21:11:59 main:574] : INFO : Epoch 1842 | loss: 0.0311969 | val_loss: 0.0312021 | Time: 2698.14 ms [2021-04-20 21:12:01 main:574] : INFO : Epoch 1843 | loss: 0.0311994 | val_loss: 0.0312125 | Time: 2697.9 ms [2021-04-20 21:12:04 main:574] : INFO : Epoch 1844 | loss: 0.0311976 | val_loss: 0.0312008 | Time: 2700.37 ms [2021-04-20 21:12:07 main:574] : INFO : Epoch 1845 | loss: 0.0311966 | val_loss: 0.0312032 | Time: 2700.03 ms [2021-04-20 21:12:10 main:574] : INFO : Epoch 1846 | loss: 0.0311959 | val_loss: 0.031206 | Time: 2697.36 ms [2021-04-20 21:12:12 main:574] : INFO : Epoch 1847 | loss: 0.0311986 | val_loss: 0.0312031 | Time: 2697.8 ms [2021-04-20 21:12:15 main:574] : INFO : Epoch 1848 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 2702.94 ms [2021-04-20 21:12:18 main:574] : INFO : Epoch 1849 | loss: 0.0311956 | val_loss: 0.0312032 | Time: 2696.91 ms [2021-04-20 21:12:20 main:574] : INFO : Epoch 1850 | loss: 0.0311989 | val_loss: 0.0312022 | Time: 2697.69 ms [2021-04-20 21:12:23 main:574] : INFO : Epoch 1851 | loss: 0.0312005 | val_loss: 0.0312036 | Time: 2699.03 ms [2021-04-20 21:12:26 main:574] : INFO : Epoch 1852 | loss: 0.0311969 | val_loss: 0.031203 | Time: 2699.59 ms [2021-04-20 21:12:29 main:574] : INFO : Epoch 1853 | loss: 0.0311955 | val_loss: 0.031205 | Time: 2695.92 ms [2021-04-20 21:12:31 main:574] : INFO : Epoch 1854 | loss: 0.0311974 | val_loss: 0.0312037 | Time: 2709.37 ms [2021-04-20 21:12:34 main:574] : INFO : Epoch 1855 | loss: 0.0311961 | val_loss: 0.0312027 | Time: 2699.98 ms [2021-04-20 21:12:37 main:574] : INFO : Epoch 1856 | loss: 0.0311951 | val_loss: 0.0312037 | Time: 2697.69 ms [2021-04-20 21:12:39 main:574] : INFO : Epoch 1857 | loss: 0.0311954 | val_loss: 0.0312023 | Time: 2697.68 ms [2021-04-20 21:12:42 main:574] : INFO : Epoch 1858 | loss: 0.0311948 | val_loss: 0.0312041 | Time: 2713.02 ms [2021-04-20 21:12:45 main:574] : INFO : Epoch 1859 | loss: 0.031195 | val_loss: 0.0312025 | Time: 2700.39 ms [2021-04-20 21:12:48 main:574] : INFO : Epoch 1860 | loss: 0.0311955 | val_loss: 0.0312034 | Time: 2699.19 ms [2021-04-20 21:12:50 main:574] : INFO : Epoch 1861 | loss: 0.0311975 | val_loss: 0.0312045 | Time: 2694.21 ms [2021-04-20 21:12:53 main:574] : INFO : Epoch 1862 | loss: 0.0311981 | val_loss: 0.0312024 | Time: 2700.68 ms [2021-04-20 21:12:56 main:574] : INFO : Epoch 1863 | loss: 0.0311969 | val_loss: 0.0312026 | Time: 2699.4 ms [2021-04-20 21:12:59 main:574] : INFO : Epoch 1864 | loss: 0.0311964 | val_loss: 0.0312025 | Time: 2698.05 ms [2021-04-20 21:13:01 main:574] : INFO : Epoch 1865 | loss: 0.031196 | val_loss: 0.0312034 | Time: 2699.14 ms [2021-04-20 21:13:04 main:574] : INFO : Epoch 1866 | loss: 0.0311968 | val_loss: 0.0312023 | Time: 2699.33 ms [2021-04-20 21:13:07 main:574] : INFO : Epoch 1867 | loss: 0.0311958 | val_loss: 0.0312016 | Time: 2697.14 ms [2021-04-20 21:13:09 main:574] : INFO : Epoch 1868 | loss: 0.0311962 | val_loss: 0.0312059 | Time: 2696.65 ms [2021-04-20 21:13:12 main:574] : INFO : Epoch 1869 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 2699.87 ms [2021-04-20 21:13:15 main:574] : INFO : Epoch 1870 | loss: 0.0311973 | val_loss: 0.0312051 | Time: 2698.34 ms [2021-04-20 21:13:18 main:574] : INFO : Epoch 1871 | loss: 0.0311962 | val_loss: 0.0312037 | Time: 2697.15 ms [2021-04-20 21:13:20 main:574] : INFO : Epoch 1872 | loss: 0.0311987 | val_loss: 0.0312032 | Time: 2699.19 ms [2021-04-20 21:13:23 main:574] : INFO : Epoch 1873 | loss: 0.0311993 | val_loss: 0.0312097 | Time: 2698.91 ms [2021-04-20 21:13:26 main:574] : INFO : Epoch 1874 | loss: 0.0311999 | val_loss: 0.031201 | Time: 2696.31 ms [2021-04-20 21:13:28 main:574] : INFO : Epoch 1875 | loss: 0.0311949 | val_loss: 0.031201 | Time: 2696.38 ms [2021-04-20 21:13:31 main:574] : INFO : Epoch 1876 | loss: 0.0311963 | val_loss: 0.0312074 | Time: 2701.17 ms [2021-04-20 21:13:34 main:574] : INFO : Epoch 1877 | loss: 0.0311994 | val_loss: 0.0312002 | Time: 2700.56 ms [2021-04-20 21:13:37 main:574] : INFO : Epoch 1878 | loss: 0.0311954 | val_loss: 0.0312044 | Time: 2697.06 ms [2021-04-20 21:13:39 main:574] : INFO : Epoch 1879 | loss: 0.0312015 | val_loss: 0.0312014 | Time: 2699.19 ms [2021-04-20 21:13:42 main:574] : INFO : Epoch 1880 | loss: 0.0312013 | val_loss: 0.0312004 | Time: 2698.08 ms [2021-04-20 21:13:45 main:574] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.0312022 | Time: 2697.8 ms [2021-04-20 21:13:47 main:574] : INFO : Epoch 1882 | loss: 0.0311955 | val_loss: 0.0312003 | Time: 2704.92 ms [2021-04-20 21:13:50 main:574] : INFO : Epoch 1883 | loss: 0.031196 | val_loss: 0.0312013 | Time: 2701.66 ms [2021-04-20 21:13:53 main:574] : INFO : Epoch 1884 | loss: 0.0311994 | val_loss: 0.0312022 | Time: 2699.02 ms [2021-04-20 21:13:56 main:574] : INFO : Epoch 1885 | loss: 0.0311983 | val_loss: 0.0312059 | Time: 2698.51 ms [2021-04-20 21:13:58 main:574] : INFO : Epoch 1886 | loss: 0.0311961 | val_loss: 0.0312004 | Time: 2697.42 ms [2021-04-20 21:14:01 main:574] : INFO : Epoch 1887 | loss: 0.0311947 | val_loss: 0.031201 | Time: 2698.71 ms [2021-04-20 21:14:04 main:574] : INFO : Epoch 1888 | loss: 0.0311986 | val_loss: 0.0312049 | Time: 2697.17 ms [2021-04-20 21:14:06 main:574] : INFO : Epoch 1889 | loss: 0.0312072 | val_loss: 0.0312191 | Time: 2699.23 ms [2021-04-20 21:14:09 main:574] : INFO : Epoch 1890 | loss: 0.0312 | val_loss: 0.0311995 | Time: 2702.52 ms [2021-04-20 21:14:12 main:574] : INFO : Epoch 1891 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 2698 ms [2021-04-20 21:14:15 main:574] : INFO : Epoch 1892 | loss: 0.0311964 | val_loss: 0.0312033 | Time: 2696.67 ms [2021-04-20 21:14:17 main:574] : INFO : Epoch 1893 | loss: 0.0311954 | val_loss: 0.0312001 | Time: 2700.43 ms [2021-04-20 21:14:20 main:574] : INFO : Epoch 1894 | loss: 0.0311956 | val_loss: 0.0312037 | Time: 2700.28 ms [2021-04-20 21:14:23 main:574] : INFO : Epoch 1895 | loss: 0.0311959 | val_loss: 0.0311992 | Time: 2697.12 ms [2021-04-20 21:14:26 main:574] : INFO : Epoch 1896 | loss: 0.031195 | val_loss: 0.0312024 | Time: 2697.13 ms [2021-04-20 21:14:28 main:574] : INFO : Epoch 1897 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 2700.51 ms [2021-04-20 21:14:31 main:574] : INFO : Epoch 1898 | loss: 0.0311998 | val_loss: 0.0312036 | Time: 2700.06 ms [2021-04-20 21:14:34 main:574] : INFO : Epoch 1899 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 2699.23 ms [2021-04-20 21:14:36 main:574] : INFO : Epoch 1900 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 2700.14 ms [2021-04-20 21:14:39 main:574] : INFO : Epoch 1901 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2699.22 ms [2021-04-20 21:14:42 main:574] : INFO : Epoch 1902 | loss: 0.0311953 | val_loss: 0.0312008 | Time: 2698.27 ms [2021-04-20 21:14:45 main:574] : INFO : Epoch 1903 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 2698.03 ms [2021-04-20 21:14:47 main:574] : INFO : Epoch 1904 | loss: 0.0311962 | val_loss: 0.0312089 | Time: 2700.36 ms [2021-04-20 21:14:50 main:574] : INFO : Epoch 1905 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 2695.74 ms [2021-04-20 21:14:53 main:574] : INFO : Epoch 1906 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 2698.58 ms [2021-04-20 21:14:55 main:574] : INFO : Epoch 1907 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 2700.11 ms [2021-04-20 21:14:58 main:574] : INFO : Epoch 1908 | loss: 0.031197 | val_loss: 0.0312035 | Time: 2698.66 ms [2021-04-20 21:15:01 main:574] : INFO : Epoch 1909 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 2700.5 ms [2021-04-20 21:15:04 main:574] : INFO : Epoch 1910 | loss: 0.031196 | val_loss: 0.0312004 | Time: 2711.05 ms [2021-04-20 21:15:06 main:574] : INFO : Epoch 1911 | loss: 0.031196 | val_loss: 0.0312008 | Time: 2706.37 ms [2021-04-20 21:15:09 main:574] : INFO : Epoch 1912 | loss: 0.031195 | val_loss: 0.031201 | Time: 2698.6 ms [2021-04-20 21:15:12 main:574] : INFO : Epoch 1913 | loss: 0.0311951 | val_loss: 0.0312039 | Time: 2696.12 ms [2021-04-20 21:15:14 main:574] : INFO : Epoch 1914 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 2700.86 ms [2021-04-20 21:15:17 main:574] : INFO : Epoch 1915 | loss: 0.0311945 | val_loss: 0.031201 | Time: 2698.9 ms [2021-04-20 21:15:20 main:574] : INFO : Epoch 1916 | loss: 0.0311943 | val_loss: 0.0312059 | Time: 2699.59 ms [2021-04-20 21:15:23 main:574] : INFO : Epoch 1917 | loss: 0.0311963 | val_loss: 0.0312001 | Time: 2695.11 ms [2021-04-20 21:15:25 main:574] : INFO : Epoch 1918 | loss: 0.0311951 | val_loss: 0.0312017 | Time: 2701.22 ms [2021-04-20 21:15:28 main:574] : INFO : Epoch 1919 | loss: 0.0311942 | val_loss: 0.0311992 | Time: 2699.03 ms [2021-04-20 21:15:31 main:574] : INFO : Epoch 1920 | loss: 0.0311951 | val_loss: 0.0311994 | Time: 2697.49 ms [2021-04-20 21:15:34 main:574] : INFO : Epoch 1921 | loss: 0.0311978 | val_loss: 0.0312108 | Time: 2698.65 ms [2021-04-20 21:15:36 main:574] : INFO : Epoch 1922 | loss: 0.0311967 | val_loss: 0.0312053 | Time: 2700.38 ms [2021-04-20 21:15:39 main:574] : INFO : Epoch 1923 | loss: 0.0311971 | val_loss: 0.0312006 | Time: 2709.58 ms [2021-04-20 21:15:42 main:574] : INFO : Epoch 1924 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 2695.54 ms [2021-04-20 21:15:44 main:574] : INFO : Epoch 1925 | loss: 0.0311955 | val_loss: 0.0312058 | Time: 2700.58 ms [2021-04-20 21:15:47 main:574] : INFO : Epoch 1926 | loss: 0.0311961 | val_loss: 0.031199 | Time: 2698.32 ms [2021-04-20 21:15:50 main:574] : INFO : Epoch 1927 | loss: 0.0311945 | val_loss: 0.0311995 | Time: 2697.84 ms [2021-04-20 21:15:53 main:574] : INFO : Epoch 1928 | loss: 0.0311957 | val_loss: 0.0312013 | Time: 2696.45 ms [2021-04-20 21:15:55 main:574] : INFO : Epoch 1929 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2699.24 ms [2021-04-20 21:15:58 main:574] : INFO : Epoch 1930 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 2697.6 ms [2021-04-20 21:16:01 main:574] : INFO : Epoch 1931 | loss: 0.031195 | val_loss: 0.031202 | Time: 2697.95 ms [2021-04-20 21:16:03 main:574] : INFO : Epoch 1932 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 2700.55 ms [2021-04-20 21:16:06 main:574] : INFO : Epoch 1933 | loss: 0.0311946 | val_loss: 0.0312022 | Time: 2711.18 ms [2021-04-20 21:16:09 main:574] : INFO : Epoch 1934 | loss: 0.0311951 | val_loss: 0.0311999 | Time: 2698.38 ms [2021-04-20 21:16:12 main:574] : INFO : Epoch 1935 | loss: 0.0311954 | val_loss: 0.0312007 | Time: 2698.92 ms [2021-04-20 21:16:14 main:574] : INFO : Epoch 1936 | loss: 0.031195 | val_loss: 0.0312004 | Time: 2699.66 ms [2021-04-20 21:16:17 main:574] : INFO : Epoch 1937 | loss: 0.031195 | val_loss: 0.0312028 | Time: 2697.25 ms [2021-04-20 21:16:20 main:574] : INFO : Epoch 1938 | loss: 0.0311968 | val_loss: 0.0312061 | Time: 2696.29 ms [2021-04-20 21:16:22 main:574] : INFO : Epoch 1939 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2700.06 ms [2021-04-20 21:16:25 main:574] : INFO : Epoch 1940 | loss: 0.0311945 | val_loss: 0.0312019 | Time: 2697.25 ms [2021-04-20 21:16:28 main:574] : INFO : Epoch 1941 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 2716.34 ms [2021-04-20 21:16:31 main:574] : INFO : Epoch 1942 | loss: 0.031195 | val_loss: 0.0312005 | Time: 2698.44 ms [2021-04-20 21:16:33 main:574] : INFO : Epoch 1943 | loss: 0.0311949 | val_loss: 0.0311991 | Time: 2699.25 ms [2021-04-20 21:16:36 main:574] : INFO : Epoch 1944 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 2698.7 ms [2021-04-20 21:16:39 main:574] : INFO : Epoch 1945 | loss: 0.0311941 | val_loss: 0.031205 | Time: 2695.13 ms [2021-04-20 21:16:42 main:574] : INFO : Epoch 1946 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 2699.29 ms [2021-04-20 21:16:44 main:574] : INFO : Epoch 1947 | loss: 0.0311939 | val_loss: 0.0312002 | Time: 2698.65 ms [2021-04-20 21:16:47 main:574] : INFO : Epoch 1948 | loss: 0.0311944 | val_loss: 0.0312034 | Time: 2703.03 ms [2021-04-20 21:16:50 main:574] : INFO : Epoch 1949 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 2698 ms [2021-04-20 21:16:52 main:574] : INFO : Epoch 1950 | loss: 0.031196 | val_loss: 0.0312034 | Time: 2697.42 ms [2021-04-20 21:16:55 main:574] : INFO : Epoch 1951 | loss: 0.0311963 | val_loss: 0.0311998 | Time: 2696.97 ms [2021-04-20 21:16:58 main:574] : INFO : Epoch 1952 | loss: 0.0311944 | val_loss: 0.0311996 | Time: 2694.75 ms [2021-04-20 21:17:01 main:574] : INFO : Epoch 1953 | loss: 0.0311951 | val_loss: 0.0312045 | Time: 2698.76 ms [2021-04-20 21:17:03 main:574] : INFO : Epoch 1954 | loss: 0.031197 | val_loss: 0.0312079 | Time: 2696.64 ms [2021-04-20 21:17:06 main:574] : INFO : Epoch 1955 | loss: 0.0311977 | val_loss: 0.0312087 | Time: 2697.54 ms [2021-04-20 21:17:09 main:574] : INFO : Epoch 1956 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 2695.39 ms [2021-04-20 21:17:11 main:574] : INFO : Epoch 1957 | loss: 0.0311937 | val_loss: 0.0312082 | Time: 2696.51 ms [2021-04-20 21:17:14 main:574] : INFO : Epoch 1958 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 2692.5 ms [2021-04-20 21:17:17 main:574] : INFO : Epoch 1959 | loss: 0.0311957 | val_loss: 0.0312014 | Time: 2696.39 ms [2021-04-20 21:17:20 main:574] : INFO : Epoch 1960 | loss: 0.0311937 | val_loss: 0.0312001 | Time: 2697.58 ms [2021-04-20 21:17:22 main:574] : INFO : Epoch 1961 | loss: 0.0311969 | val_loss: 0.0311993 | Time: 2695.88 ms [2021-04-20 21:17:25 main:574] : INFO : Epoch 1962 | loss: 0.0311963 | val_loss: 0.0312012 | Time: 2691.96 ms [2021-04-20 21:17:28 main:574] : INFO : Epoch 1963 | loss: 0.0311955 | val_loss: 0.0311996 | Time: 2695.91 ms [2021-04-20 21:17:30 main:574] : INFO : Epoch 1964 | loss: 0.0312001 | val_loss: 0.0312091 | Time: 2694.4 ms [2021-04-20 21:17:33 main:574] : INFO : Epoch 1965 | loss: 0.0312037 | val_loss: 0.0312065 | Time: 2691.88 ms [2021-04-20 21:17:36 main:574] : INFO : Epoch 1966 | loss: 0.0312052 | val_loss: 0.0312069 | Time: 2696.09 ms [2021-04-20 21:17:39 main:574] : INFO : Epoch 1967 | loss: 0.0312034 | val_loss: 0.0312095 | Time: 2693.58 ms [2021-04-20 21:17:41 main:574] : INFO : Epoch 1968 | loss: 0.0312023 | val_loss: 0.0312093 | Time: 2692.12 ms [2021-04-20 21:17:44 main:574] : INFO : Epoch 1969 | loss: 0.0312031 | val_loss: 0.0312072 | Time: 2693.62 ms [2021-04-20 21:17:47 main:574] : INFO : Epoch 1970 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 2694.93 ms [2021-04-20 21:17:49 main:574] : INFO : Epoch 1971 | loss: 0.0311995 | val_loss: 0.0312048 | Time: 2692.98 ms [2021-04-20 21:17:52 main:574] : INFO : Epoch 1972 | loss: 0.0311996 | val_loss: 0.0312065 | Time: 2693.37 ms [2021-04-20 21:17:55 main:574] : INFO : Epoch 1973 | loss: 0.0311999 | val_loss: 0.0312091 | Time: 2695.43 ms [2021-04-20 21:17:58 main:574] : INFO : Epoch 1974 | loss: 0.0311996 | val_loss: 0.0312043 | Time: 2694.61 ms [2021-04-20 21:18:00 main:574] : INFO : Epoch 1975 | loss: 0.0311971 | val_loss: 0.0312024 | Time: 2695.68 ms [2021-04-20 21:18:03 main:574] : INFO : Epoch 1976 | loss: 0.0311969 | val_loss: 0.0312045 | Time: 2696.6 ms [2021-04-20 21:18:06 main:574] : INFO : Epoch 1977 | loss: 0.0311968 | val_loss: 0.0312021 | Time: 2693.91 ms [2021-04-20 21:18:08 main:574] : INFO : Epoch 1978 | loss: 0.0311957 | val_loss: 0.0312034 | Time: 2695.89 ms [2021-04-20 21:18:11 main:574] : INFO : Epoch 1979 | loss: 0.0311964 | val_loss: 0.0312021 | Time: 2692.67 ms [2021-04-20 21:18:14 main:574] : INFO : Epoch 1980 | loss: 0.0311967 | val_loss: 0.0312046 | Time: 2694.34 ms [2021-04-20 21:18:17 main:574] : INFO : Epoch 1981 | loss: 0.0311967 | val_loss: 0.0312019 | Time: 2699.39 ms [2021-04-20 21:18:19 main:574] : INFO : Epoch 1982 | loss: 0.0311956 | val_loss: 0.0312067 | Time: 2704.1 ms [2021-04-20 21:18:22 main:574] : INFO : Epoch 1983 | loss: 0.0311973 | val_loss: 0.0312017 | Time: 2693.79 ms [2021-04-20 21:18:25 main:574] : INFO : Epoch 1984 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 2691.8 ms [2021-04-20 21:18:27 main:574] : INFO : Epoch 1985 | loss: 0.0311941 | val_loss: 0.0312021 | Time: 2693.42 ms [2021-04-20 21:18:30 main:574] : INFO : Epoch 1986 | loss: 0.0311957 | val_loss: 0.0312039 | Time: 2692.19 ms [2021-04-20 21:18:33 main:574] : INFO : Epoch 1987 | loss: 0.031196 | val_loss: 0.0312156 | Time: 2696.21 ms [2021-04-20 21:18:36 main:574] : INFO : Epoch 1988 | loss: 0.0311988 | val_loss: 0.0312027 | Time: 2694.39 ms [2021-04-20 21:18:38 main:574] : INFO : Epoch 1989 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 2695.92 ms [2021-04-20 21:18:41 main:574] : INFO : Epoch 1990 | loss: 0.0311949 | val_loss: 0.0312063 | Time: 2694.19 ms [2021-04-20 21:18:44 main:574] : INFO : Epoch 1991 | loss: 0.0311962 | val_loss: 0.0312034 | Time: 2695.64 ms [2021-04-20 21:18:46 main:574] : INFO : Epoch 1992 | loss: 0.0311987 | val_loss: 0.031202 | Time: 2696.24 ms [2021-04-20 21:18:49 main:574] : INFO : Epoch 1993 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 2692.56 ms [2021-04-20 21:18:52 main:574] : INFO : Epoch 1994 | loss: 0.031197 | val_loss: 0.0312005 | Time: 2694.34 ms [2021-04-20 21:18:55 main:574] : INFO : Epoch 1995 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 2694.44 ms [2021-04-20 21:18:57 main:574] : INFO : Epoch 1996 | loss: 0.0311997 | val_loss: 0.031207 | Time: 2696.12 ms [2021-04-20 21:19:00 main:574] : INFO : Epoch 1997 | loss: 0.0312013 | val_loss: 0.0312099 | Time: 2694.83 ms [2021-04-20 21:19:03 main:574] : INFO : Epoch 1998 | loss: 0.0311999 | val_loss: 0.0312013 | Time: 2694.22 ms [2021-04-20 21:19:05 main:574] : INFO : Epoch 1999 | loss: 0.0311967 | val_loss: 0.031201 | Time: 2699.34 ms [2021-04-20 21:19:08 main:574] : INFO : Epoch 2000 | loss: 0.0311959 | val_loss: 0.031202 | Time: 2696.64 ms [2021-04-20 21:19:11 main:574] : INFO : Epoch 2001 | loss: 0.0311989 | val_loss: 0.0312005 | Time: 2695.9 ms [2021-04-20 21:19:14 main:574] : INFO : Epoch 2002 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 2693.82 ms [2021-04-20 21:19:16 main:574] : INFO : Epoch 2003 | loss: 0.0311947 | val_loss: 0.0312001 | Time: 2699 ms [2021-04-20 21:19:19 main:574] : INFO : Epoch 2004 | loss: 0.0311956 | val_loss: 0.0312067 | Time: 2695.97 ms [2021-04-20 21:19:22 main:574] : INFO : Epoch 2005 | loss: 0.0311978 | val_loss: 0.0312028 | Time: 2693.86 ms [2021-04-20 21:19:24 main:574] : INFO : Epoch 2006 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 2697.86 ms [2021-04-20 21:19:27 main:574] : INFO : Epoch 2007 | loss: 0.0311952 | val_loss: 0.0312003 | Time: 2697.82 ms [2021-04-20 21:19:30 main:574] : INFO : Epoch 2008 | loss: 0.0311944 | val_loss: 0.0312005 | Time: 2693.14 ms [2021-04-20 21:19:33 main:574] : INFO : Epoch 2009 | loss: 0.0311951 | val_loss: 0.0312012 | Time: 2693.03 ms [2021-04-20 21:19:35 main:574] : INFO : Epoch 2010 | loss: 0.0311938 | val_loss: 0.0312 | Time: 2695.79 ms [2021-04-20 21:19:38 main:574] : INFO : Epoch 2011 | loss: 0.0311949 | val_loss: 0.0312046 | Time: 2708.61 ms [2021-04-20 21:19:41 main:574] : INFO : Epoch 2012 | loss: 0.0311958 | val_loss: 0.0312047 | Time: 2698.06 ms [2021-04-20 21:19:43 main:574] : INFO : Epoch 2013 | loss: 0.0311993 | val_loss: 0.0312077 | Time: 2701.8 ms [2021-04-20 21:19:46 main:574] : INFO : Epoch 2014 | loss: 0.0312008 | val_loss: 0.031203 | Time: 2700.08 ms [2021-04-20 21:19:49 main:574] : INFO : Epoch 2015 | loss: 0.0312017 | val_loss: 0.031202 | Time: 2699.83 ms [2021-04-20 21:19:52 main:574] : INFO : Epoch 2016 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 2700.21 ms [2021-04-20 21:19:54 main:574] : INFO : Epoch 2017 | loss: 0.0311973 | val_loss: 0.0312015 | Time: 2713.88 ms [2021-04-20 21:19:57 main:574] : INFO : Epoch 2018 | loss: 0.0311962 | val_loss: 0.0312039 | Time: 2699.39 ms [2021-04-20 21:20:00 main:574] : INFO : Epoch 2019 | loss: 0.0311958 | val_loss: 0.0312011 | Time: 2698.95 ms [2021-04-20 21:20:03 main:574] : INFO : Epoch 2020 | loss: 0.0311956 | val_loss: 0.0312024 | Time: 2700.85 ms [2021-04-20 21:20:05 main:574] : INFO : Epoch 2021 | loss: 0.0311951 | val_loss: 0.0312024 | Time: 2697.37 ms [2021-04-20 21:20:08 main:574] : INFO : Epoch 2022 | loss: 0.0311961 | val_loss: 0.0312034 | Time: 2701.71 ms [2021-04-20 21:20:11 main:574] : INFO : Epoch 2023 | loss: 0.0311953 | val_loss: 0.0312036 | Time: 2712.75 ms [2021-04-20 21:20:13 main:574] : INFO : Epoch 2024 | loss: 0.031195 | val_loss: 0.031201 | Time: 2699.57 ms [2021-04-20 21:20:16 main:574] : INFO : Epoch 2025 | loss: 0.0311953 | val_loss: 0.0311996 | Time: 2698.73 ms [2021-04-20 21:20:19 main:574] : INFO : Epoch 2026 | loss: 0.0311935 | val_loss: 0.031201 | Time: 2697.3 ms [2021-04-20 21:20:22 main:574] : INFO : Epoch 2027 | loss: 0.0311935 | val_loss: 0.0312021 | Time: 2701.13 ms [2021-04-20 21:20:24 main:574] : INFO : Epoch 2028 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 2699.49 ms [2021-04-20 21:20:27 main:574] : INFO : Epoch 2029 | loss: 0.0311957 | val_loss: 0.0312065 | Time: 2702.22 ms [2021-04-20 21:20:30 main:574] : INFO : Epoch 2030 | loss: 0.0311966 | val_loss: 0.0312009 | Time: 2698.84 ms [2021-04-20 21:20:32 main:574] : INFO : Epoch 2031 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 2697.39 ms [2021-04-20 21:20:35 main:574] : INFO : Epoch 2032 | loss: 0.0311931 | val_loss: 0.0312018 | Time: 2697.65 ms [2021-04-20 21:20:38 main:574] : INFO : Epoch 2033 | loss: 0.0311932 | val_loss: 0.0312043 | Time: 2702.94 ms [2021-04-20 21:20:41 main:574] : INFO : Epoch 2034 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 2710.86 ms [2021-04-20 21:20:43 main:574] : INFO : Epoch 2035 | loss: 0.0311918 | val_loss: 0.0312021 | Time: 2695.4 ms [2021-04-20 21:20:46 main:574] : INFO : Epoch 2036 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 2697.34 ms [2021-04-20 21:20:49 main:574] : INFO : Epoch 2037 | loss: 0.0311964 | val_loss: 0.0312084 | Time: 2697.58 ms [2021-04-20 21:20:51 main:574] : INFO : Epoch 2038 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 2694.87 ms [2021-04-20 21:20:54 main:574] : INFO : Epoch 2039 | loss: 0.0311945 | val_loss: 0.0312005 | Time: 2710.16 ms [2021-04-20 21:20:57 main:574] : INFO : Epoch 2040 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 2699.1 ms [2021-04-20 21:21:00 main:574] : INFO : Epoch 2041 | loss: 0.0312002 | val_loss: 0.0312062 | Time: 2696.52 ms [2021-04-20 21:21:02 main:574] : INFO : Epoch 2042 | loss: 0.0312031 | val_loss: 0.0312037 | Time: 2696.37 ms [2021-04-20 21:21:05 main:574] : INFO : Epoch 2043 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 2696.58 ms [2021-04-20 21:21:08 main:574] : INFO : Epoch 2044 | loss: 0.0311987 | val_loss: 0.0312016 | Time: 2698.12 ms [2021-04-20 21:21:11 main:574] : INFO : Epoch 2045 | loss: 0.0311979 | val_loss: 0.0312017 | Time: 2694.53 ms [2021-04-20 21:21:13 main:574] : INFO : Epoch 2046 | loss: 0.0311972 | val_loss: 0.0312012 | Time: 2696.57 ms [2021-04-20 21:21:16 main:574] : INFO : Epoch 2047 | loss: 0.0311983 | val_loss: 0.0312006 | Time: 2698.56 ms [2021-04-20 21:21:19 main:574] : INFO : Epoch 2048 | loss: 0.0311978 | val_loss: 0.0312014 | Time: 2697.46 ms [2021-04-20 21:21:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312014 [2021-04-20 21:21:19 main:603] : INFO : Saving end state to config to file [2021-04-20 21:21:19 main:608] : INFO : Success, exiting.. 21:21:19 (9356): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)