Task 10879717
| Name | ParityModified-1638636207-11477-3-0_0 |
| Workunit | 8182478 |
| Created | 18 Jan 2022, 19:05:06 UTC |
| Sent | 6 Feb 2022, 23:15:10 UTC |
| Report deadline | 14 Feb 2022, 23:15:10 UTC |
| Received | 7 Feb 2022, 5:31:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 3 hours 25 min 51 sec |
| CPU time | 2 hours 57 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1542 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 6122.9 ms [2022-02-06 22:38:44 main:574] : INFO : Epoch 1543 | loss: 0.0311599 | val_loss: 0.0311801 | Time: 6178.12 ms [2022-02-06 22:38:50 main:574] : INFO : Epoch 1544 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 6119.65 ms [2022-02-06 22:38:56 main:574] : INFO : Epoch 1545 | loss: 0.0311676 | val_loss: 0.0311705 | Time: 6185.17 ms [2022-02-06 22:39:03 main:574] : INFO : Epoch 1546 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 6107.08 ms [2022-02-06 22:39:09 main:574] : INFO : Epoch 1547 | loss: 0.031163 | val_loss: 0.0311703 | Time: 6039.91 ms [2022-02-06 22:39:15 main:574] : INFO : Epoch 1548 | loss: 0.0311687 | val_loss: 0.031175 | Time: 6107.19 ms [2022-02-06 22:39:21 main:574] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 6201.88 ms [2022-02-06 22:39:27 main:574] : INFO : Epoch 1550 | loss: 0.031166 | val_loss: 0.0311711 | Time: 6106.3 ms [2022-02-06 22:39:33 main:574] : INFO : Epoch 1551 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 6113.73 ms [2022-02-06 22:39:39 main:574] : INFO : Epoch 1552 | loss: 0.0311638 | val_loss: 0.031177 | Time: 6187.23 ms [2022-02-06 22:39:45 main:574] : INFO : Epoch 1553 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 6098.59 ms [2022-02-06 22:39:52 main:574] : INFO : Epoch 1554 | loss: 0.0311643 | val_loss: 0.031172 | Time: 6088.89 ms [2022-02-06 22:39:58 main:574] : INFO : Epoch 1555 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 6582.82 ms [2022-02-06 22:40:04 main:574] : INFO : Epoch 1556 | loss: 0.0311613 | val_loss: 0.03117 | Time: 6274.73 ms [2022-02-06 22:40:11 main:574] : INFO : Epoch 1557 | loss: 0.0311638 | val_loss: 0.0311742 | Time: 6127.91 ms [2022-02-06 22:40:17 main:574] : INFO : Epoch 1558 | loss: 0.0311631 | val_loss: 0.0311678 | Time: 6043.51 ms [2022-02-06 22:40:23 main:574] : INFO : Epoch 1559 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 6063.66 ms [2022-02-06 22:40:29 main:574] : INFO : Epoch 1560 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 6212.68 ms [2022-02-06 22:40:35 main:574] : INFO : Epoch 1561 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 6138.85 ms [2022-02-06 22:40:41 main:574] : INFO : Epoch 1562 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 6111.7 ms [2022-02-06 22:40:48 main:574] : INFO : Epoch 1563 | loss: 0.0311585 | val_loss: 0.0311702 | Time: 6214.58 ms [2022-02-06 22:40:54 main:574] : INFO : Epoch 1564 | loss: 0.0311607 | val_loss: 0.031179 | Time: 6084.1 ms [2022-02-06 22:41:00 main:574] : INFO : Epoch 1565 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 6103.29 ms [2022-02-06 22:41:06 main:574] : INFO : Epoch 1566 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 6087.07 ms [2022-02-06 22:41:12 main:574] : INFO : Epoch 1567 | loss: 0.0311582 | val_loss: 0.03117 | Time: 6022.24 ms [2022-02-06 22:41:18 main:574] : INFO : Epoch 1568 | loss: 0.0311596 | val_loss: 0.0311693 | Time: 5952.37 ms [2022-02-06 22:41:24 main:574] : INFO : Epoch 1569 | loss: 0.0311632 | val_loss: 0.0311776 | Time: 6114.49 ms [2022-02-06 22:41:30 main:574] : INFO : Epoch 1570 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 6165.27 ms [2022-02-06 22:41:36 main:574] : INFO : Epoch 1571 | loss: 0.0311617 | val_loss: 0.0311723 | Time: 6071.21 ms [2022-02-06 22:41:42 main:574] : INFO : Epoch 1572 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 6073.38 ms [2022-02-06 22:41:48 main:574] : INFO : Epoch 1573 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 6053.11 ms [2022-02-06 22:41:55 main:574] : INFO : Epoch 1574 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 6155.4 ms [2022-02-06 22:42:01 main:574] : INFO : Epoch 1575 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 6160.3 ms [2022-02-06 22:42:07 main:574] : INFO : Epoch 1576 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 6086.69 ms [2022-02-06 22:42:13 main:574] : INFO : Epoch 1577 | loss: 0.031157 | val_loss: 0.0311735 | Time: 5990.89 ms [2022-02-06 22:42:19 main:574] : INFO : Epoch 1578 | loss: 0.031156 | val_loss: 0.0311737 | Time: 6070.83 ms [2022-02-06 22:42:25 main:574] : INFO : Epoch 1579 | loss: 0.031157 | val_loss: 0.0311748 | Time: 5999.23 ms [2022-02-06 22:42:31 main:574] : INFO : Epoch 1580 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 6088.06 ms [2022-02-06 22:42:37 main:574] : INFO : Epoch 1581 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 5966.33 ms [2022-02-06 22:42:43 main:574] : INFO : Epoch 1582 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 6078.4 ms [2022-02-06 22:42:49 main:574] : INFO : Epoch 1583 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 6194.8 ms [2022-02-06 22:42:55 main:574] : INFO : Epoch 1584 | loss: 0.0311593 | val_loss: 0.0311711 | Time: 5952.47 ms [2022-02-06 22:43:01 main:574] : INFO : Epoch 1585 | loss: 0.0311643 | val_loss: 0.0311932 | Time: 6044.98 ms [2022-02-06 22:43:07 main:574] : INFO : Epoch 1586 | loss: 0.0312986 | val_loss: 0.0313877 | Time: 6059.74 ms [2022-02-06 22:43:14 main:574] : INFO : Epoch 1587 | loss: 0.045136 | val_loss: 0.0339798 | Time: 6209.53 ms [2022-02-06 22:43:20 main:574] : INFO : Epoch 1588 | loss: 0.0329441 | val_loss: 0.0317376 | Time: 6152.14 ms [2022-02-06 22:43:26 main:574] : INFO : Epoch 1589 | loss: 0.031532 | val_loss: 0.0313418 | Time: 6157.37 ms [2022-02-06 22:43:32 main:574] : INFO : Epoch 1590 | loss: 0.0312749 | val_loss: 0.0312464 | Time: 6061.2 ms [2022-02-06 22:43:38 main:574] : INFO : Epoch 1591 | loss: 0.0312451 | val_loss: 0.0312369 | Time: 5985.18 ms [2022-02-06 22:43:44 main:574] : INFO : Epoch 1592 | loss: 0.0312352 | val_loss: 0.031228 | Time: 6060.07 ms [2022-02-06 22:43:50 main:574] : INFO : Epoch 1593 | loss: 0.0312299 | val_loss: 0.0312231 | Time: 6154.9 ms [2022-02-06 22:43:57 main:574] : INFO : Epoch 1594 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 6183.92 ms [2022-02-06 22:44:03 main:574] : INFO : Epoch 1595 | loss: 0.0312225 | val_loss: 0.0312165 | Time: 6103.04 ms [2022-02-06 22:44:09 main:574] : INFO : Epoch 1596 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 6100.65 ms [2022-02-06 22:44:15 main:574] : INFO : Epoch 1597 | loss: 0.0312175 | val_loss: 0.031215 | Time: 6162.83 ms [2022-02-06 22:44:21 main:574] : INFO : Epoch 1598 | loss: 0.031217 | val_loss: 0.0312122 | Time: 5993.21 ms [2022-02-06 22:44:27 main:574] : INFO : Epoch 1599 | loss: 0.031217 | val_loss: 0.0312128 | Time: 6124.17 ms [2022-02-06 22:44:33 main:574] : INFO : Epoch 1600 | loss: 0.0312137 | val_loss: 0.0312094 | Time: 6045.28 ms [2022-02-06 22:44:39 main:574] : INFO : Epoch 1601 | loss: 0.0312132 | val_loss: 0.0312085 | Time: 6146.2 ms [2022-02-06 22:44:45 main:574] : INFO : Epoch 1602 | loss: 0.0312128 | val_loss: 0.0312087 | Time: 6083.26 ms [2022-02-06 22:44:51 main:574] : INFO : Epoch 1603 | loss: 0.0312121 | val_loss: 0.0312074 | Time: 6040.33 ms [2022-02-06 22:44:58 main:574] : INFO : Epoch 1604 | loss: 0.031211 | val_loss: 0.0312062 | Time: 6178.98 ms [2022-02-06 22:45:04 main:574] : INFO : Epoch 1605 | loss: 0.0312091 | val_loss: 0.0312075 | Time: 6047.91 ms [2022-02-06 22:45:10 main:574] : INFO : Epoch 1606 | loss: 0.0312103 | val_loss: 0.0312059 | Time: 6086.88 ms [2022-02-06 22:45:16 main:574] : INFO : Epoch 1607 | loss: 0.0312079 | val_loss: 0.031207 | Time: 6022.73 ms [2022-02-06 22:45:22 main:574] : INFO : Epoch 1608 | loss: 0.0312089 | val_loss: 0.0312046 | Time: 6111.83 ms [2022-02-06 22:45:28 main:574] : INFO : Epoch 1609 | loss: 0.031209 | val_loss: 0.031205 | Time: 6062.51 ms [2022-02-06 22:45:34 main:574] : INFO : Epoch 1610 | loss: 0.0312128 | val_loss: 0.0312066 | Time: 6204.34 ms [2022-02-06 22:45:41 main:574] : INFO : Epoch 1611 | loss: 0.0312119 | val_loss: 0.0312066 | Time: 6275.17 ms [2022-02-06 22:45:47 main:574] : INFO : Epoch 1612 | loss: 0.0312113 | val_loss: 0.0312056 | Time: 6115.55 ms [2022-02-06 22:45:53 main:574] : INFO : Epoch 1613 | loss: 0.0312095 | val_loss: 0.031206 | Time: 6123.3 ms [2022-02-06 22:45:59 main:574] : INFO : Epoch 1614 | loss: 0.0312075 | val_loss: 0.0312037 | Time: 6166.32 ms [2022-02-06 22:46:05 main:574] : INFO : Epoch 1615 | loss: 0.0312066 | val_loss: 0.0312053 | Time: 6158.91 ms [2022-02-06 22:46:11 main:574] : INFO : Epoch 1616 | loss: 0.031206 | val_loss: 0.0312024 | Time: 6161.92 ms [2022-02-06 22:46:17 main:574] : INFO : Epoch 1617 | loss: 0.0312077 | val_loss: 0.0312054 | Time: 6030.41 ms [2022-02-06 22:46:23 main:574] : INFO : Epoch 1618 | loss: 0.0312056 | val_loss: 0.0312028 | Time: 6007.15 ms [2022-02-06 22:46:29 main:574] : INFO : Epoch 1619 | loss: 0.0312057 | val_loss: 0.0312014 | Time: 5945.46 ms [2022-02-06 22:46:36 main:574] : INFO : Epoch 1620 | loss: 0.0312044 | val_loss: 0.0312004 | Time: 6149.01 ms [2022-02-06 22:46:42 main:574] : INFO : Epoch 1621 | loss: 0.0312037 | val_loss: 0.0311999 | Time: 6023.64 ms [2022-02-06 22:46:48 main:574] : INFO : Epoch 1622 | loss: 0.0312039 | val_loss: 0.0312048 | Time: 6072.32 ms [2022-02-06 22:46:54 main:574] : INFO : Epoch 1623 | loss: 0.0312058 | val_loss: 0.0312007 | Time: 6053.71 ms [2022-02-06 22:47:00 main:574] : INFO : Epoch 1624 | loss: 0.0312049 | val_loss: 0.0312001 | Time: 6188.93 ms [2022-02-06 22:47:06 main:574] : INFO : Epoch 1625 | loss: 0.031203 | val_loss: 0.0312009 | Time: 6076.27 ms [2022-02-06 22:47:12 main:574] : INFO : Epoch 1626 | loss: 0.0312032 | val_loss: 0.0311991 | Time: 6096.2 ms [2022-02-06 22:47:18 main:574] : INFO : Epoch 1627 | loss: 0.0312056 | val_loss: 0.0312066 | Time: 6239.65 ms [2022-02-06 22:47:25 main:574] : INFO : Epoch 1628 | loss: 0.0312133 | val_loss: 0.031208 | Time: 6130.2 ms [2022-02-06 22:47:31 main:574] : INFO : Epoch 1629 | loss: 0.0312113 | val_loss: 0.0312054 | Time: 5983.48 ms [2022-02-06 22:47:37 main:574] : INFO : Epoch 1630 | loss: 0.0312091 | val_loss: 0.0312038 | Time: 6074.46 ms [2022-02-06 22:47:43 main:574] : INFO : Epoch 1631 | loss: 0.031208 | val_loss: 0.0312022 | Time: 6153.04 ms [2022-02-06 22:47:49 main:574] : INFO : Epoch 1632 | loss: 0.0312097 | val_loss: 0.0312047 | Time: 6076.06 ms [2022-02-06 22:47:55 main:574] : INFO : Epoch 1633 | loss: 0.0312087 | val_loss: 0.0312013 | Time: 6155.18 ms [2022-02-06 22:48:01 main:574] : INFO : Epoch 1634 | loss: 0.0312057 | val_loss: 0.0312009 | Time: 6090.85 ms [2022-02-06 22:48:07 main:574] : INFO : Epoch 1635 | loss: 0.0312058 | val_loss: 0.0312011 | Time: 6129.82 ms [2022-02-06 22:48:13 main:574] : INFO : Epoch 1636 | loss: 0.0312049 | val_loss: 0.0312011 | Time: 5937.02 ms [2022-02-06 22:48:20 main:574] : INFO : Epoch 1637 | loss: 0.0312049 | val_loss: 0.0312001 | Time: 6254.65 ms [2022-02-06 22:48:26 main:574] : INFO : Epoch 1638 | loss: 0.031204 | val_loss: 0.0312015 | Time: 6169.68 ms [2022-02-06 22:48:32 main:574] : INFO : Epoch 1639 | loss: 0.0312053 | val_loss: 0.0311994 | Time: 6141.34 ms [2022-02-06 22:48:38 main:574] : INFO : Epoch 1640 | loss: 0.0312044 | val_loss: 0.0311994 | Time: 6180.81 ms [2022-02-06 22:48:44 main:574] : INFO : Epoch 1641 | loss: 0.0312042 | val_loss: 0.0312017 | Time: 6152.63 ms [2022-02-06 22:48:50 main:574] : INFO : Epoch 1642 | loss: 0.0312037 | val_loss: 0.0311988 | Time: 6178.22 ms [2022-02-06 22:48:57 main:574] : INFO : Epoch 1643 | loss: 0.0312031 | val_loss: 0.0311992 | Time: 6044.13 ms [2022-02-06 22:49:03 main:574] : INFO : Epoch 1644 | loss: 0.0312047 | val_loss: 0.0312039 | Time: 6124.91 ms [2022-02-06 22:49:09 main:574] : INFO : Epoch 1645 | loss: 0.0312047 | val_loss: 0.0312007 | Time: 5968.38 ms [2022-02-06 22:49:15 main:574] : INFO : Epoch 1646 | loss: 0.0312045 | val_loss: 0.0311988 | Time: 6185.42 ms [2022-02-06 22:49:21 main:574] : INFO : Epoch 1647 | loss: 0.031203 | val_loss: 0.0311989 | Time: 5953.72 ms [2022-02-06 22:49:27 main:574] : INFO : Epoch 1648 | loss: 0.0312043 | val_loss: 0.0311987 | Time: 6097.79 ms [2022-02-06 22:49:33 main:574] : INFO : Epoch 1649 | loss: 0.0312032 | val_loss: 0.031205 | Time: 6079.48 ms [2022-02-06 22:49:39 main:574] : INFO : Epoch 1650 | loss: 0.0312053 | val_loss: 0.0312 | Time: 6152.88 ms [2022-02-06 22:49:45 main:574] : INFO : Epoch 1651 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 6051.78 ms [2022-02-06 22:49:52 main:574] : INFO : Epoch 1652 | loss: 0.0312039 | val_loss: 0.0312011 | Time: 6187.73 ms [2022-02-06 22:49:58 main:574] : INFO : Epoch 1653 | loss: 0.0312039 | val_loss: 0.0311994 | Time: 6243.14 ms [2022-02-06 22:50:04 main:574] : INFO : Epoch 1654 | loss: 0.0312043 | val_loss: 0.0312 | Time: 6065.71 ms [2022-02-06 22:50:10 main:574] : INFO : Epoch 1655 | loss: 0.0312033 | val_loss: 0.0311987 | Time: 6157.2 ms [2022-02-06 22:50:16 main:574] : INFO : Epoch 1656 | loss: 0.0312033 | val_loss: 0.0311984 | Time: 6134.97 ms [2022-02-06 22:50:22 main:574] : INFO : Epoch 1657 | loss: 0.0312038 | val_loss: 0.0311984 | Time: 6125.78 ms [2022-02-06 22:50:28 main:574] : INFO : Epoch 1658 | loss: 0.0312024 | val_loss: 0.0311996 | Time: 6049.17 ms [2022-02-06 22:50:34 main:574] : INFO : Epoch 1659 | loss: 0.0312035 | val_loss: 0.0312003 | Time: 6068.77 ms [2022-02-06 22:50:41 main:574] : INFO : Epoch 1660 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 6103.47 ms [2022-02-06 22:50:47 main:574] : INFO : Epoch 1661 | loss: 0.0312032 | val_loss: 0.0311981 | Time: 6092.75 ms [2022-02-06 22:50:53 main:574] : INFO : Epoch 1662 | loss: 0.0312026 | val_loss: 0.0312001 | Time: 6109.36 ms [2022-02-06 22:50:59 main:574] : INFO : Epoch 1663 | loss: 0.0312029 | val_loss: 0.0311988 | Time: 6119.38 ms [2022-02-06 22:51:05 main:574] : INFO : Epoch 1664 | loss: 0.0312016 | val_loss: 0.0311978 | Time: 6107.55 ms [2022-02-06 22:51:11 main:574] : INFO : Epoch 1665 | loss: 0.0312021 | val_loss: 0.0311984 | Time: 6170.47 ms [2022-02-06 22:51:17 main:574] : INFO : Epoch 1666 | loss: 0.0312017 | val_loss: 0.0311977 | Time: 6005.62 ms [2022-02-06 22:51:23 main:574] : INFO : Epoch 1667 | loss: 0.0312019 | val_loss: 0.031199 | Time: 5931.58 ms [2022-02-06 22:51:29 main:574] : INFO : Epoch 1668 | loss: 0.0312018 | val_loss: 0.0311983 | Time: 6118.75 ms [2022-02-06 22:51:35 main:574] : INFO : Epoch 1669 | loss: 0.0312015 | val_loss: 0.0311993 | Time: 6164.09 ms [2022-02-06 22:51:42 main:574] : INFO : Epoch 1670 | loss: 0.0312011 | val_loss: 0.0311975 | Time: 6134.09 ms [2022-02-06 22:51:48 main:574] : INFO : Epoch 1671 | loss: 0.0312012 | val_loss: 0.031199 | Time: 6185.38 ms [2022-02-06 22:51:54 main:574] : INFO : Epoch 1672 | loss: 0.0312017 | val_loss: 0.0311999 | Time: 6224.26 ms [2022-02-06 22:52:00 main:574] : INFO : Epoch 1673 | loss: 0.0312014 | val_loss: 0.0311977 | Time: 6129.36 ms [2022-02-06 22:52:06 main:574] : INFO : Epoch 1674 | loss: 0.0312006 | val_loss: 0.0311976 | Time: 6201.19 ms [2022-02-06 22:52:13 main:574] : INFO : Epoch 1675 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 6158.26 ms [2022-02-06 22:52:19 main:574] : INFO : Epoch 1676 | loss: 0.0312009 | val_loss: 0.0312004 | Time: 6026.28 ms [2022-02-06 22:52:25 main:574] : INFO : Epoch 1677 | loss: 0.0312019 | val_loss: 0.0311989 | Time: 6170.84 ms [2022-02-06 22:52:31 main:574] : INFO : Epoch 1678 | loss: 0.0312027 | val_loss: 0.0311988 | Time: 6163.73 ms [2022-02-06 22:52:37 main:574] : INFO : Epoch 1679 | loss: 0.0312055 | val_loss: 0.0311981 | Time: 6111.75 ms [2022-02-06 22:52:43 main:574] : INFO : Epoch 1680 | loss: 0.0312038 | val_loss: 0.0311977 | Time: 6099.13 ms [2022-02-06 22:52:49 main:574] : INFO : Epoch 1681 | loss: 0.0312005 | val_loss: 0.0311979 | Time: 6167.64 ms [2022-02-06 22:52:56 main:574] : INFO : Epoch 1682 | loss: 0.0312012 | val_loss: 0.0311987 | Time: 6157.24 ms [2022-02-06 22:53:02 main:574] : INFO : Epoch 1683 | loss: 0.0312009 | val_loss: 0.0311973 | Time: 6075.13 ms [2022-02-06 22:53:08 main:574] : INFO : Epoch 1684 | loss: 0.0312015 | val_loss: 0.0311984 | Time: 5985.37 ms [2022-02-06 22:53:14 main:574] : INFO : Epoch 1685 | loss: 0.0312014 | val_loss: 0.0311994 | Time: 6042.25 ms [2022-02-06 22:53:20 main:574] : INFO : Epoch 1686 | loss: 0.031202 | val_loss: 0.0311984 | Time: 6119.16 ms [2022-02-06 22:53:26 main:574] : INFO : Epoch 1687 | loss: 0.0312007 | val_loss: 0.0311988 | Time: 6147.52 ms [2022-02-06 22:53:32 main:574] : INFO : Epoch 1688 | loss: 0.0312011 | val_loss: 0.0311984 | Time: 6099.05 ms [2022-02-06 22:53:38 main:574] : INFO : Epoch 1689 | loss: 0.0312005 | val_loss: 0.0311998 | Time: 6049.75 ms [2022-02-06 22:53:44 main:574] : INFO : Epoch 1690 | loss: 0.0312051 | val_loss: 0.0311996 | Time: 5888.37 ms [2022-02-06 22:53:50 main:574] : INFO : Epoch 1691 | loss: 0.0312019 | val_loss: 0.0311996 | Time: 6093.53 ms [2022-02-06 22:53:56 main:574] : INFO : Epoch 1692 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 5974.49 ms [2022-02-06 22:54:02 main:574] : INFO : Epoch 1693 | loss: 0.0311995 | val_loss: 0.0311983 | Time: 6000.84 ms [2022-02-06 22:54:08 main:574] : INFO : Epoch 1694 | loss: 0.0311996 | val_loss: 0.0311977 | Time: 6105.38 ms [2022-02-06 22:54:15 main:574] : INFO : Epoch 1695 | loss: 0.0312008 | val_loss: 0.0311979 | Time: 6134.72 ms [2022-02-06 22:54:21 main:574] : INFO : Epoch 1696 | loss: 0.0312008 | val_loss: 0.0311986 | Time: 6082.71 ms [2022-02-06 22:54:27 main:574] : INFO : Epoch 1697 | loss: 0.031204 | val_loss: 0.0311984 | Time: 6025.45 ms [2022-02-06 22:54:33 main:574] : INFO : Epoch 1698 | loss: 0.0312034 | val_loss: 0.0312033 | Time: 6035.82 ms [2022-02-06 22:54:39 main:574] : INFO : Epoch 1699 | loss: 0.0312008 | val_loss: 0.0311983 | Time: 6132.01 ms [2022-02-06 22:54:45 main:574] : INFO : Epoch 1700 | loss: 0.0312017 | val_loss: 0.0312064 | Time: 6120.32 ms [2022-02-06 22:54:51 main:574] : INFO : Epoch 1701 | loss: 0.0312006 | val_loss: 0.0311998 | Time: 6063.16 ms [2022-02-06 22:54:58 main:574] : INFO : Epoch 1702 | loss: 0.0312003 | val_loss: 0.031199 | Time: 6773.72 ms [2022-02-06 22:55:04 main:574] : INFO : Epoch 1703 | loss: 0.0312001 | val_loss: 0.0312008 | Time: 6219.03 ms [2022-02-06 22:55:10 main:574] : INFO : Epoch 1704 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 6126.41 ms [2022-02-06 22:55:16 main:574] : INFO : Epoch 1705 | loss: 0.0311989 | val_loss: 0.0312001 | Time: 6037.08 ms [2022-02-06 22:55:22 main:574] : INFO : Epoch 1706 | loss: 0.031201 | val_loss: 0.031199 | Time: 6116.43 ms [2022-02-06 22:55:28 main:574] : INFO : Epoch 1707 | loss: 0.0312001 | val_loss: 0.0311978 | Time: 6052.42 ms [2022-02-06 22:55:34 main:574] : INFO : Epoch 1708 | loss: 0.0311988 | val_loss: 0.0311984 | Time: 5987.73 ms [2022-02-06 22:55:41 main:574] : INFO : Epoch 1709 | loss: 0.0312 | val_loss: 0.0311991 | Time: 6109.2 ms [2022-02-06 22:55:47 main:574] : INFO : Epoch 1710 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 6097.02 ms [2022-02-06 22:55:53 main:574] : INFO : Epoch 1711 | loss: 0.0311997 | val_loss: 0.0311976 | Time: 6075.94 ms [2022-02-06 22:55:59 main:574] : INFO : Epoch 1712 | loss: 0.0311995 | val_loss: 0.0311981 | Time: 5967.4 ms [2022-02-06 22:56:05 main:574] : INFO : Epoch 1713 | loss: 0.0312039 | val_loss: 0.0312058 | Time: 6188.6 ms [2022-02-06 22:56:11 main:574] : INFO : Epoch 1714 | loss: 0.0312003 | val_loss: 0.0311964 | Time: 6093.15 ms [2022-02-06 22:56:17 main:574] : INFO : Epoch 1715 | loss: 0.0311985 | val_loss: 0.0312005 | Time: 6060.39 ms [2022-02-06 22:56:23 main:574] : INFO : Epoch 1716 | loss: 0.0312007 | val_loss: 0.0311993 | Time: 6121.23 ms [2022-02-06 22:56:29 main:574] : INFO : Epoch 1717 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 6044.66 ms [2022-02-06 22:56:35 main:574] : INFO : Epoch 1718 | loss: 0.0312011 | val_loss: 0.0311973 | Time: 6082.4 ms [2022-02-06 22:56:42 main:574] : INFO : Epoch 1719 | loss: 0.0312 | val_loss: 0.0312014 | Time: 6127.32 ms [2022-02-06 22:56:48 main:574] : INFO : Epoch 1720 | loss: 0.0312008 | val_loss: 0.0311984 | Time: 6149.57 ms [2022-02-06 22:56:54 main:574] : INFO : Epoch 1721 | loss: 0.0311998 | val_loss: 0.0311974 | Time: 6118.83 ms [2022-02-06 22:57:00 main:574] : INFO : Epoch 1722 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 6123.3 ms [2022-02-06 22:57:06 main:574] : INFO : Epoch 1723 | loss: 0.0311985 | val_loss: 0.0311957 | Time: 6001.36 ms [2022-02-06 22:57:12 main:574] : INFO : Epoch 1724 | loss: 0.0311995 | val_loss: 0.031198 | Time: 6082.06 ms [2022-02-06 22:57:18 main:574] : INFO : Epoch 1725 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 6110.97 ms [2022-02-06 22:57:24 main:574] : INFO : Epoch 1726 | loss: 0.0311983 | val_loss: 0.031199 | Time: 6037.06 ms [2022-02-06 22:57:31 main:574] : INFO : Epoch 1727 | loss: 0.0311993 | val_loss: 0.0311968 | Time: 6148.42 ms [2022-02-06 22:57:37 main:574] : INFO : Epoch 1728 | loss: 0.0311978 | val_loss: 0.0311969 | Time: 6142.26 ms [2022-02-06 22:57:43 main:574] : INFO : Epoch 1729 | loss: 0.0311991 | val_loss: 0.0311979 | Time: 6206.2 ms [2022-02-06 22:57:49 main:574] : INFO : Epoch 1730 | loss: 0.0311989 | val_loss: 0.0311971 | Time: 6116.32 ms [2022-02-06 22:57:55 main:574] : INFO : Epoch 1731 | loss: 0.0311998 | val_loss: 0.0311979 | Time: 6081.26 ms [2022-02-06 22:58:01 main:574] : INFO : Epoch 1732 | loss: 0.0312001 | val_loss: 0.0312002 | Time: 6090.33 ms [2022-02-06 22:58:07 main:574] : INFO : Epoch 1733 | loss: 0.0312007 | val_loss: 0.0311968 | Time: 6092.12 ms [2022-02-06 22:58:14 main:574] : INFO : Epoch 1734 | loss: 0.0311985 | val_loss: 0.0311973 | Time: 6136.76 ms [2022-02-06 22:58:20 main:574] : INFO : Epoch 1735 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 6148.33 ms [2022-02-06 22:58:26 main:574] : INFO : Epoch 1736 | loss: 0.0311981 | val_loss: 0.0311965 | Time: 6085.06 ms [2022-02-06 22:58:32 main:574] : INFO : Epoch 1737 | loss: 0.0312015 | val_loss: 0.0312031 | Time: 6182.42 ms [2022-02-06 22:58:38 main:574] : INFO : Epoch 1738 | loss: 0.0312017 | val_loss: 0.031202 | Time: 6123.59 ms [2022-02-06 22:58:44 main:574] : INFO : Epoch 1739 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 6212.97 ms [2022-02-06 22:58:50 main:574] : INFO : Epoch 1740 | loss: 0.0312018 | val_loss: 0.0311963 | Time: 6048.87 ms [2022-02-06 22:58:57 main:574] : INFO : Epoch 1741 | loss: 0.0312017 | val_loss: 0.0312003 | Time: 6133.53 ms [2022-02-06 22:59:03 main:574] : INFO : Epoch 1742 | loss: 0.0312009 | val_loss: 0.0311967 | Time: 6183.97 ms [2022-02-06 22:59:09 main:574] : INFO : Epoch 1743 | loss: 0.031199 | val_loss: 0.0311962 | Time: 6088.15 ms [2022-02-06 22:59:15 main:574] : INFO : Epoch 1744 | loss: 0.0312 | val_loss: 0.0311962 | Time: 6044.5 ms [2022-02-06 22:59:21 main:574] : INFO : Epoch 1745 | loss: 0.0312025 | val_loss: 0.0311976 | Time: 6044.62 ms [2022-02-06 22:59:27 main:574] : INFO : Epoch 1746 | loss: 0.0312015 | val_loss: 0.031202 | Time: 6158.07 ms [2022-02-06 22:59:33 main:574] : INFO : Epoch 1747 | loss: 0.0312 | val_loss: 0.0311972 | Time: 6066.41 ms [2022-02-06 22:59:39 main:574] : INFO : Epoch 1748 | loss: 0.0311997 | val_loss: 0.0312033 | Time: 6066.98 ms [2022-02-06 22:59:46 main:574] : INFO : Epoch 1749 | loss: 0.031204 | val_loss: 0.0312024 | Time: 6106.35 ms [2022-02-06 22:59:52 main:574] : INFO : Epoch 1750 | loss: 0.0312001 | val_loss: 0.0311966 | Time: 6175.19 ms [2022-02-06 22:59:58 main:574] : INFO : Epoch 1751 | loss: 0.0312 | val_loss: 0.0312039 | Time: 6508.25 ms [2022-02-06 23:00:04 main:574] : INFO : Epoch 1752 | loss: 0.0312013 | val_loss: 0.0311973 | Time: 6190.52 ms [2022-02-06 23:00:11 main:574] : INFO : Epoch 1753 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 6110.16 ms [2022-02-06 23:00:17 main:574] : INFO : Epoch 1754 | loss: 0.0312005 | val_loss: 0.0311968 | Time: 6162.01 ms [2022-02-06 23:00:23 main:574] : INFO : Epoch 1755 | loss: 0.031199 | val_loss: 0.0311998 | Time: 5989.89 ms [2022-02-06 23:00:29 main:574] : INFO : Epoch 1756 | loss: 0.0311989 | val_loss: 0.0311986 | Time: 6061.79 ms [2022-02-06 23:00:35 main:574] : INFO : Epoch 1757 | loss: 0.0312011 | val_loss: 0.0312007 | Time: 6021.55 ms [2022-02-06 23:00:41 main:574] : INFO : Epoch 1758 | loss: 0.0312017 | val_loss: 0.0311973 | Time: 5947.1 ms [2022-02-06 23:00:47 main:574] : INFO : Epoch 1759 | loss: 0.0312026 | val_loss: 0.0311986 | Time: 6098.2 ms [2022-02-06 23:00:53 main:574] : INFO : Epoch 1760 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 5948.08 ms [2022-02-06 23:00:59 main:574] : INFO : Epoch 1761 | loss: 0.0312008 | val_loss: 0.0311988 | Time: 6076.39 ms [2022-02-06 23:01:05 main:574] : INFO : Epoch 1762 | loss: 0.0312026 | val_loss: 0.0312111 | Time: 6135.93 ms [2022-02-06 23:01:11 main:574] : INFO : Epoch 1763 | loss: 0.0312048 | val_loss: 0.0312017 | Time: 6020.19 ms [2022-02-06 23:01:17 main:574] : INFO : Epoch 1764 | loss: 0.0312011 | val_loss: 0.0311971 | Time: 6111.28 ms [2022-02-06 23:01:23 main:574] : INFO : Epoch 1765 | loss: 0.0312003 | val_loss: 0.0311965 | Time: 6075.7 ms [2022-02-06 23:01:30 main:574] : INFO : Epoch 1766 | loss: 0.0312004 | val_loss: 0.0311965 | Time: 6051.29 ms [2022-02-06 23:01:36 main:574] : INFO : Epoch 1767 | loss: 0.0311986 | val_loss: 0.0311958 | Time: 6061.77 ms [2022-02-06 23:01:42 main:574] : INFO : Epoch 1768 | loss: 0.0312032 | val_loss: 0.0312089 | Time: 6094.51 ms [2022-02-06 23:01:48 main:574] : INFO : Epoch 1769 | loss: 0.0312049 | val_loss: 0.0311966 | Time: 6205.24 ms [2022-02-06 23:01:54 main:574] : INFO : Epoch 1770 | loss: 0.031202 | val_loss: 0.0311967 | Time: 6211.26 ms [2022-02-06 23:02:00 main:574] : INFO : Epoch 1771 | loss: 0.0312024 | val_loss: 0.0311955 | Time: 6194.52 ms [2022-02-06 23:02:07 main:574] : INFO : Epoch 1772 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 6103.25 ms [2022-02-06 23:02:13 main:574] : INFO : Epoch 1773 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 6131.59 ms [2022-02-06 23:02:19 main:574] : INFO : Epoch 1774 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 6048.56 ms [2022-02-06 23:02:25 main:574] : INFO : Epoch 1775 | loss: 0.0311989 | val_loss: 0.0311956 | Time: 6130.2 ms [2022-02-06 23:02:31 main:574] : INFO : Epoch 1776 | loss: 0.0311991 | val_loss: 0.0311958 | Time: 6124.52 ms [2022-02-06 23:02:37 main:574] : INFO : Epoch 1777 | loss: 0.0311972 | val_loss: 0.0311952 | Time: 6120.32 ms [2022-02-06 23:02:43 main:574] : INFO : Epoch 1778 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 6141.38 ms [2022-02-06 23:02:49 main:574] : INFO : Epoch 1779 | loss: 0.0312001 | val_loss: 0.031199 | Time: 6116.79 ms [2022-02-06 23:02:56 main:574] : INFO : Epoch 1780 | loss: 0.0311994 | val_loss: 0.0312042 | Time: 6197.9 ms [2022-02-06 23:03:02 main:574] : INFO : Epoch 1781 | loss: 0.031198 | val_loss: 0.0312006 | Time: 6165.1 ms [2022-02-06 23:03:08 main:574] : INFO : Epoch 1782 | loss: 0.0312049 | val_loss: 0.0312013 | Time: 6145.11 ms [2022-02-06 23:03:14 main:574] : INFO : Epoch 1783 | loss: 0.0312027 | val_loss: 0.0311966 | Time: 6025.12 ms [2022-02-06 23:03:20 main:574] : INFO : Epoch 1784 | loss: 0.0311981 | val_loss: 0.0311984 | Time: 6101.5 ms [2022-02-06 23:03:26 main:574] : INFO : Epoch 1785 | loss: 0.0311969 | val_loss: 0.0311949 | Time: 6073.26 ms [2022-02-06 23:03:32 main:574] : INFO : Epoch 1786 | loss: 0.0311988 | val_loss: 0.031195 | Time: 6105.54 ms [2022-02-06 23:03:39 main:574] : INFO : Epoch 1787 | loss: 0.0312001 | val_loss: 0.031197 | Time: 6102.85 ms [2022-02-06 23:03:45 main:574] : INFO : Epoch 1788 | loss: 0.0311972 | val_loss: 0.0311952 | Time: 6086.91 ms [2022-02-06 23:03:51 main:574] : INFO : Epoch 1789 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 6138.92 ms [2022-02-06 23:03:57 main:574] : INFO : Epoch 1790 | loss: 0.0311963 | val_loss: 0.0311986 | Time: 6185.25 ms [2022-02-06 23:04:03 main:574] : INFO : Epoch 1791 | loss: 0.0312015 | val_loss: 0.0312082 | Time: 6190.15 ms [2022-02-06 23:04:09 main:574] : INFO : Epoch 1792 | loss: 0.0312012 | val_loss: 0.0311961 | Time: 6065.96 ms [2022-02-06 23:04:15 main:574] : INFO : Epoch 1793 | loss: 0.0311977 | val_loss: 0.031198 | Time: 6102.08 ms [2022-02-06 23:04:22 main:574] : INFO : Epoch 1794 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 6172.81 ms [2022-02-06 23:04:28 main:574] : INFO : Epoch 1795 | loss: 0.0311998 | val_loss: 0.0311984 | Time: 6122.2 ms [2022-02-06 23:04:34 main:574] : INFO : Epoch 1796 | loss: 0.0311985 | val_loss: 0.031195 | Time: 6054.67 ms [2022-02-06 23:04:40 main:574] : INFO : Epoch 1797 | loss: 0.0312005 | val_loss: 0.0312097 | Time: 6187.68 ms [2022-02-06 23:04:46 main:574] : INFO : Epoch 1798 | loss: 0.0312021 | val_loss: 0.031196 | Time: 6107.97 ms [2022-02-06 23:04:52 main:574] : INFO : Epoch 1799 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 6022.47 ms [2022-02-06 23:04:59 main:574] : INFO : Epoch 1800 | loss: 0.031196 | val_loss: 0.0311956 | Time: 6646.92 ms [2022-02-06 23:05:05 main:574] : INFO : Epoch 1801 | loss: 0.0311959 | val_loss: 0.0311949 | Time: 6395.75 ms [2022-02-06 23:05:11 main:574] : INFO : Epoch 1802 | loss: 0.0311955 | val_loss: 0.031202 | Time: 6094.11 ms [2022-02-06 23:05:18 main:574] : INFO : Epoch 1803 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 6126.88 ms [2022-02-06 23:05:24 main:574] : INFO : Epoch 1804 | loss: 0.0311966 | val_loss: 0.031196 | Time: 6127.81 ms [2022-02-06 23:05:30 main:574] : INFO : Epoch 1805 | loss: 0.0311969 | val_loss: 0.0312009 | Time: 6074.29 ms [2022-02-06 23:05:36 main:574] : INFO : Epoch 1806 | loss: 0.0311976 | val_loss: 0.0311967 | Time: 6046.64 ms [2022-02-06 23:05:42 main:574] : INFO : Epoch 1807 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 6053.26 ms [2022-02-06 23:05:48 main:574] : INFO : Epoch 1808 | loss: 0.0312015 | val_loss: 0.0312014 | Time: 6115.98 ms [2022-02-06 23:05:54 main:574] : INFO : Epoch 1809 | loss: 0.0311972 | val_loss: 0.031195 | Time: 6148.95 ms [2022-02-06 23:06:00 main:574] : INFO : Epoch 1810 | loss: 0.0311964 | val_loss: 0.0311952 | Time: 6065.92 ms [2022-02-06 23:06:06 main:574] : INFO : Epoch 1811 | loss: 0.0311956 | val_loss: 0.031195 | Time: 6067.38 ms [2022-02-06 23:06:13 main:574] : INFO : Epoch 1812 | loss: 0.031198 | val_loss: 0.031196 | Time: 6221.32 ms [2022-02-06 23:06:19 main:574] : INFO : Epoch 1813 | loss: 0.0311968 | val_loss: 0.031203 | Time: 6117.15 ms [2022-02-06 23:06:25 main:574] : INFO : Epoch 1814 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 6213.11 ms [2022-02-06 23:06:31 main:574] : INFO : Epoch 1815 | loss: 0.0311951 | val_loss: 0.0311975 | Time: 6157.19 ms [2022-02-06 23:06:37 main:574] : INFO : Epoch 1816 | loss: 0.0311953 | val_loss: 0.0311964 | Time: 6145.3 ms [2022-02-06 23:06:43 main:574] : INFO : Epoch 1817 | loss: 0.0311986 | val_loss: 0.0312003 | Time: 6137.33 ms [2022-02-06 23:06:50 main:574] : INFO : Epoch 1818 | loss: 0.0311996 | val_loss: 0.031196 | Time: 6076.07 ms [2022-02-06 23:06:56 main:574] : INFO : Epoch 1819 | loss: 0.0311969 | val_loss: 0.0311967 | Time: 6053.89 ms [2022-02-06 23:07:02 main:574] : INFO : Epoch 1820 | loss: 0.0311972 | val_loss: 0.0311946 | Time: 6228.1 ms [2022-02-06 23:07:08 main:574] : INFO : Epoch 1821 | loss: 0.0311958 | val_loss: 0.0311948 | Time: 6119.9 ms [2022-02-06 23:07:14 main:574] : INFO : Epoch 1822 | loss: 0.0311963 | val_loss: 0.031196 | Time: 5962.59 ms [2022-02-06 23:07:20 main:574] : INFO : Epoch 1823 | loss: 0.0311949 | val_loss: 0.0311948 | Time: 6033.45 ms [2022-02-06 23:07:26 main:574] : INFO : Epoch 1824 | loss: 0.031197 | val_loss: 0.0311944 | Time: 6146.38 ms [2022-02-06 23:07:32 main:574] : INFO : Epoch 1825 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 5919.94 ms [2022-02-06 23:07:38 main:574] : INFO : Epoch 1826 | loss: 0.0311955 | val_loss: 0.0311943 | Time: 6031.12 ms [2022-02-06 23:07:44 main:574] : INFO : Epoch 1827 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 6026.94 ms [2022-02-06 23:07:50 main:574] : INFO : Epoch 1828 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 6086.89 ms [2022-02-06 23:07:56 main:574] : INFO : Epoch 1829 | loss: 0.031196 | val_loss: 0.0311948 | Time: 6023.03 ms [2022-02-06 23:08:02 main:574] : INFO : Epoch 1830 | loss: 0.0311961 | val_loss: 0.0311949 | Time: 6157.23 ms [2022-02-06 23:08:09 main:574] : INFO : Epoch 1831 | loss: 0.031197 | val_loss: 0.0311975 | Time: 6078.37 ms [2022-02-06 23:08:15 main:574] : INFO : Epoch 1832 | loss: 0.0312 | val_loss: 0.0311965 | Time: 6091.87 ms [2022-02-06 23:08:21 main:574] : INFO : Epoch 1833 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 6057.48 ms [2022-02-06 23:08:27 main:574] : INFO : Epoch 1834 | loss: 0.0312042 | val_loss: 0.0311975 | Time: 5945.34 ms [2022-02-06 23:08:33 main:574] : INFO : Epoch 1835 | loss: 0.0312005 | val_loss: 0.0311949 | Time: 6051.08 ms [2022-02-06 23:08:39 main:574] : INFO : Epoch 1836 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 6079.78 ms [2022-02-06 23:08:45 main:574] : INFO : Epoch 1837 | loss: 0.0311984 | val_loss: 0.0311951 | Time: 6150.2 ms [2022-02-06 23:08:51 main:574] : INFO : Epoch 1838 | loss: 0.0311978 | val_loss: 0.0311958 | Time: 6109.05 ms [2022-02-06 23:08:57 main:574] : INFO : Epoch 1839 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 5972.68 ms [2022-02-06 23:09:03 main:574] : INFO : Epoch 1840 | loss: 0.0311977 | val_loss: 0.0311951 | Time: 6040.28 ms [2022-02-06 23:09:09 main:574] : INFO : Epoch 1841 | loss: 0.0311972 | val_loss: 0.0311962 | Time: 6095.56 ms [2022-02-06 23:09:15 main:574] : INFO : Epoch 1842 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 6039.87 ms [2022-02-06 23:09:21 main:574] : INFO : Epoch 1843 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 6134.53 ms [2022-02-06 23:09:28 main:574] : INFO : Epoch 1844 | loss: 0.0312006 | val_loss: 0.0312047 | Time: 6127.45 ms [2022-02-06 23:09:34 main:574] : INFO : Epoch 1845 | loss: 0.0311961 | val_loss: 0.0311993 | Time: 6188.74 ms [2022-02-06 23:09:40 main:574] : INFO : Epoch 1846 | loss: 0.0311972 | val_loss: 0.0311961 | Time: 6193.74 ms [2022-02-06 23:09:46 main:574] : INFO : Epoch 1847 | loss: 0.0311984 | val_loss: 0.0312216 | Time: 6018.52 ms [2022-02-06 23:09:52 main:574] : INFO : Epoch 1848 | loss: 0.0312036 | val_loss: 0.0311978 | Time: 6147.48 ms [2022-02-06 23:09:58 main:574] : INFO : Epoch 1849 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 6183.28 ms [2022-02-06 23:10:05 main:574] : INFO : Epoch 1850 | loss: 0.0311961 | val_loss: 0.0311947 | Time: 6096.62 ms [2022-02-06 23:10:11 main:574] : INFO : Epoch 1851 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 6209.94 ms [2022-02-06 23:10:17 main:574] : INFO : Epoch 1852 | loss: 0.0311947 | val_loss: 0.031195 | Time: 6184.78 ms [2022-02-06 23:10:23 main:574] : INFO : Epoch 1853 | loss: 0.0311976 | val_loss: 0.0311952 | Time: 6136.36 ms [2022-02-06 23:10:29 main:574] : INFO : Epoch 1854 | loss: 0.0311946 | val_loss: 0.0311951 | Time: 6090.32 ms [2022-02-06 23:10:35 main:574] : INFO : Epoch 1855 | loss: 0.0311941 | val_loss: 0.0311943 | Time: 6090.81 ms [2022-02-06 23:10:42 main:574] : INFO : Epoch 1856 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 6143.86 ms [2022-02-06 23:10:48 main:574] : INFO : Epoch 1857 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 6145.68 ms [2022-02-06 23:10:54 main:574] : INFO : Epoch 1858 | loss: 0.0311973 | val_loss: 0.0311981 | Time: 6053.53 ms [2022-02-06 23:11:00 main:574] : INFO : Epoch 1859 | loss: 0.0311942 | val_loss: 0.0311998 | Time: 6191.85 ms [2022-02-06 23:11:06 main:574] : INFO : Epoch 1860 | loss: 0.031196 | val_loss: 0.0311958 | Time: 6196.46 ms [2022-02-06 23:11:12 main:574] : INFO : Epoch 1861 | loss: 0.0311933 | val_loss: 0.0311949 | Time: 6143.94 ms [2022-02-06 23:11:18 main:574] : INFO : Epoch 1862 | loss: 0.0311951 | val_loss: 0.0311982 | Time: 5989.33 ms [2022-02-06 23:11:24 main:574] : INFO : Epoch 1863 | loss: 0.031195 | val_loss: 0.0311981 | Time: 5880.21 ms [2022-02-06 23:11:30 main:574] : INFO : Epoch 1864 | loss: 0.0311972 | val_loss: 0.031212 | Time: 6162.91 ms [2022-02-06 23:11:36 main:574] : INFO : Epoch 1865 | loss: 0.0312005 | val_loss: 0.0311962 | Time: 6054.64 ms [2022-02-06 23:11:43 main:574] : INFO : Epoch 1866 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 6092.25 ms [2022-02-06 23:11:49 main:574] : INFO : Epoch 1867 | loss: 0.0311994 | val_loss: 0.0312094 | Time: 6054.04 ms [2022-02-06 23:11:55 main:574] : INFO : Epoch 1868 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 6131.32 ms [2022-02-06 23:12:01 main:574] : INFO : Epoch 1869 | loss: 0.0311942 | val_loss: 0.0311942 | Time: 5986.88 ms [2022-02-06 23:12:07 main:574] : INFO : Epoch 1870 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 6124.31 ms [2022-02-06 23:12:13 main:574] : INFO : Epoch 1871 | loss: 0.0311928 | val_loss: 0.0311942 | Time: 5988.72 ms [2022-02-06 23:12:19 main:574] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0311953 | Time: 6018 ms [2022-02-06 23:12:25 main:574] : INFO : Epoch 1873 | loss: 0.031196 | val_loss: 0.0311959 | Time: 6142.43 ms [2022-02-06 23:12:31 main:574] : INFO : Epoch 1874 | loss: 0.0311926 | val_loss: 0.0311978 | Time: 6083.92 ms [2022-02-06 23:12:37 main:574] : INFO : Epoch 1875 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 6204.28 ms [2022-02-06 23:12:44 main:574] : INFO : Epoch 1876 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 6246.77 ms [2022-02-06 23:12:50 main:574] : INFO : Epoch 1877 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 6203.89 ms [2022-02-06 23:12:56 main:574] : INFO : Epoch 1878 | loss: 0.0311927 | val_loss: 0.0311948 | Time: 6222.14 ms [2022-02-06 23:13:02 main:574] : INFO : Epoch 1879 | loss: 0.0311927 | val_loss: 0.0311996 | Time: 6124.23 ms [2022-02-06 23:13:08 main:574] : INFO : Epoch 1880 | loss: 0.0311946 | val_loss: 0.0311964 | Time: 6071.95 ms [2022-02-06 23:13:15 main:574] : INFO : Epoch 1881 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 6221.1 ms [2022-02-06 23:13:21 main:574] : INFO : Epoch 1882 | loss: 0.031195 | val_loss: 0.0311952 | Time: 6150.35 ms [2022-02-06 23:13:27 main:574] : INFO : Epoch 1883 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 6173.65 ms [2022-02-06 23:13:33 main:574] : INFO : Epoch 1884 | loss: 0.0311925 | val_loss: 0.0311954 | Time: 6141.45 ms [2022-02-06 23:13:39 main:574] : INFO : Epoch 1885 | loss: 0.0311939 | val_loss: 0.0311942 | Time: 6225.1 ms [2022-02-06 23:13:46 main:574] : INFO : Epoch 1886 | loss: 0.0311929 | val_loss: 0.031194 | Time: 6157.93 ms [2022-02-06 23:13:52 main:574] : INFO : Epoch 1887 | loss: 0.0311987 | val_loss: 0.0312108 | Time: 6174.28 ms [2022-02-06 23:13:58 main:574] : INFO : Epoch 1888 | loss: 0.0311978 | val_loss: 0.0312056 | Time: 6155.04 ms [2022-02-06 23:14:04 main:574] : INFO : Epoch 1889 | loss: 0.0311965 | val_loss: 0.0311971 | Time: 6149.25 ms [2022-02-06 23:14:10 main:574] : INFO : Epoch 1890 | loss: 0.031192 | val_loss: 0.0311938 | Time: 6024.73 ms [2022-02-06 23:14:16 main:574] : INFO : Epoch 1891 | loss: 0.0311931 | val_loss: 0.0311963 | Time: 6020.78 ms [2022-02-06 23:14:22 main:574] : INFO : Epoch 1892 | loss: 0.0311912 | val_loss: 0.0311941 | Time: 6061.71 ms [2022-02-06 23:14:28 main:574] : INFO : Epoch 1893 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 6110.67 ms [2022-02-06 23:14:34 main:574] : INFO : Epoch 1894 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 6057.57 ms [2022-02-06 23:14:41 main:574] : INFO : Epoch 1895 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 6118 ms [2022-02-06 23:14:47 main:574] : INFO : Epoch 1896 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 6107.36 ms [2022-02-06 23:14:53 main:574] : INFO : Epoch 1897 | loss: 0.0311908 | val_loss: 0.0311986 | Time: 6107.88 ms [2022-02-06 23:14:59 main:574] : INFO : Epoch 1898 | loss: 0.0311924 | val_loss: 0.0311957 | Time: 6189.69 ms [2022-02-06 23:15:05 main:574] : INFO : Epoch 1899 | loss: 0.0311919 | val_loss: 0.0311974 | Time: 6166.83 ms [2022-02-06 23:15:11 main:574] : INFO : Epoch 1900 | loss: 0.0311915 | val_loss: 0.0311927 | Time: 6171.2 ms [2022-02-06 23:15:17 main:574] : INFO : Epoch 1901 | loss: 0.0311909 | val_loss: 0.0311998 | Time: 6098.66 ms [2022-02-06 23:15:24 main:574] : INFO : Epoch 1902 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 6092.74 ms [2022-02-06 23:15:30 main:574] : INFO : Epoch 1903 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 6021.04 ms [2022-02-06 23:15:36 main:574] : INFO : Epoch 1904 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 6119.44 ms [2022-02-06 23:15:42 main:574] : INFO : Epoch 1905 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 6100.23 ms [2022-02-06 23:15:48 main:574] : INFO : Epoch 1906 | loss: 0.031189 | val_loss: 0.0311916 | Time: 6099.08 ms [2022-02-06 23:15:54 main:574] : INFO : Epoch 1907 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 6033.68 ms [2022-02-06 23:16:00 main:574] : INFO : Epoch 1908 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 6041.07 ms [2022-02-06 23:16:06 main:574] : INFO : Epoch 1909 | loss: 0.0311895 | val_loss: 0.0311936 | Time: 6033.03 ms [2022-02-06 23:16:12 main:574] : INFO : Epoch 1910 | loss: 0.0311885 | val_loss: 0.031194 | Time: 6161.86 ms [2022-02-06 23:16:18 main:574] : INFO : Epoch 1911 | loss: 0.0311898 | val_loss: 0.0311926 | Time: 6155.09 ms [2022-02-06 23:16:25 main:574] : INFO : Epoch 1912 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 6157.91 ms [2022-02-06 23:16:31 main:574] : INFO : Epoch 1913 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 6000.75 ms [2022-02-06 23:16:37 main:574] : INFO : Epoch 1914 | loss: 0.0311894 | val_loss: 0.0312058 | Time: 6128.68 ms [2022-02-06 23:16:43 main:574] : INFO : Epoch 1915 | loss: 0.0311896 | val_loss: 0.031194 | Time: 5986.94 ms [2022-02-06 23:16:49 main:574] : INFO : Epoch 1916 | loss: 0.0311893 | val_loss: 0.0311939 | Time: 6133.52 ms [2022-02-06 23:16:55 main:574] : INFO : Epoch 1917 | loss: 0.0311925 | val_loss: 0.031194 | Time: 6101.42 ms [2022-02-06 23:17:01 main:574] : INFO : Epoch 1918 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 6090.86 ms [2022-02-06 23:17:07 main:574] : INFO : Epoch 1919 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 5989.04 ms [2022-02-06 23:17:13 main:574] : INFO : Epoch 1920 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 6091.64 ms [2022-02-06 23:17:20 main:574] : INFO : Epoch 1921 | loss: 0.0311914 | val_loss: 0.0311935 | Time: 6136.12 ms [2022-02-06 23:17:26 main:574] : INFO : Epoch 1922 | loss: 0.0311894 | val_loss: 0.031194 | Time: 6168.03 ms [2022-02-06 23:17:32 main:574] : INFO : Epoch 1923 | loss: 0.0311892 | val_loss: 0.0311921 | Time: 6078.84 ms [2022-02-06 23:17:38 main:574] : INFO : Epoch 1924 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 6061.31 ms [2022-02-06 23:17:44 main:574] : INFO : Epoch 1925 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 6031.24 ms [2022-02-06 23:17:50 main:574] : INFO : Epoch 1926 | loss: 0.0311905 | val_loss: 0.031192 | Time: 6128.97 ms [2022-02-06 23:17:56 main:574] : INFO : Epoch 1927 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 6011.51 ms [2022-02-06 23:18:02 main:574] : INFO : Epoch 1928 | loss: 0.031188 | val_loss: 0.0311925 | Time: 6107.09 ms [2022-02-06 23:18:08 main:574] : INFO : Epoch 1929 | loss: 0.0311901 | val_loss: 0.0312 | Time: 6077.31 ms [2022-02-06 23:18:14 main:574] : INFO : Epoch 1930 | loss: 0.0311907 | val_loss: 0.0311932 | Time: 6100.44 ms [2022-02-06 23:18:21 main:574] : INFO : Epoch 1931 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 6044.91 ms [2022-02-06 23:18:27 main:574] : INFO : Epoch 1932 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 6121.15 ms [2022-02-06 23:18:33 main:574] : INFO : Epoch 1933 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 6222.99 ms [2022-02-06 23:18:39 main:574] : INFO : Epoch 1934 | loss: 0.0311904 | val_loss: 0.0311994 | Time: 6103.9 ms [2022-02-06 23:18:45 main:574] : INFO : Epoch 1935 | loss: 0.0311926 | val_loss: 0.0312041 | Time: 6174.64 ms [2022-02-06 23:18:51 main:574] : INFO : Epoch 1936 | loss: 0.0311916 | val_loss: 0.0312002 | Time: 6166.57 ms [2022-02-06 23:18:58 main:574] : INFO : Epoch 1937 | loss: 0.0311918 | val_loss: 0.0311939 | Time: 6185.76 ms [2022-02-06 23:19:04 main:574] : INFO : Epoch 1938 | loss: 0.0311916 | val_loss: 0.0311932 | Time: 6205.13 ms [2022-02-06 23:19:10 main:574] : INFO : Epoch 1939 | loss: 0.03119 | val_loss: 0.0311929 | Time: 6195.44 ms [2022-02-06 23:19:16 main:574] : INFO : Epoch 1940 | loss: 0.0311905 | val_loss: 0.0311942 | Time: 6043.95 ms [2022-02-06 23:19:22 main:574] : INFO : Epoch 1941 | loss: 0.0311903 | val_loss: 0.0311946 | Time: 6127.78 ms [2022-02-06 23:19:28 main:574] : INFO : Epoch 1942 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 6080.87 ms [2022-02-06 23:19:35 main:574] : INFO : Epoch 1943 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 6161.91 ms [2022-02-06 23:19:40 main:574] : INFO : Epoch 1944 | loss: 0.0311867 | val_loss: 0.0311921 | Time: 5899.16 ms [2022-02-06 23:19:47 main:574] : INFO : Epoch 1945 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 6110.19 ms [2022-02-06 23:19:53 main:574] : INFO : Epoch 1946 | loss: 0.0311907 | val_loss: 0.0312032 | Time: 6172.52 ms [2022-02-06 23:19:59 main:574] : INFO : Epoch 1947 | loss: 0.0311927 | val_loss: 0.0311961 | Time: 5988.75 ms [2022-02-06 23:20:05 main:574] : INFO : Epoch 1948 | loss: 0.0311911 | val_loss: 0.0312069 | Time: 6221.38 ms [2022-02-06 23:20:11 main:574] : INFO : Epoch 1949 | loss: 0.0311913 | val_loss: 0.0312001 | Time: 5928.83 ms [2022-02-06 23:20:17 main:574] : INFO : Epoch 1950 | loss: 0.0311893 | val_loss: 0.0311943 | Time: 6162.92 ms [2022-02-06 23:20:23 main:574] : INFO : Epoch 1951 | loss: 0.0311871 | val_loss: 0.0311957 | Time: 5968.37 ms [2022-02-06 23:20:29 main:574] : INFO : Epoch 1952 | loss: 0.0311878 | val_loss: 0.0312229 | Time: 5920.26 ms [2022-02-06 23:20:35 main:574] : INFO : Epoch 1953 | loss: 0.0311923 | val_loss: 0.0311923 | Time: 5962.76 ms [2022-02-06 23:20:41 main:574] : INFO : Epoch 1954 | loss: 0.0311863 | val_loss: 0.0311946 | Time: 6015.67 ms [2022-02-06 23:20:47 main:574] : INFO : Epoch 1955 | loss: 0.0311874 | val_loss: 0.0311922 | Time: 5987.2 ms [2022-02-06 23:20:53 main:574] : INFO : Epoch 1956 | loss: 0.0311872 | val_loss: 0.0311943 | Time: 5980.2 ms [2022-02-06 23:20:59 main:574] : INFO : Epoch 1957 | loss: 0.0311885 | val_loss: 0.0311925 | Time: 6019.06 ms [2022-02-06 23:21:05 main:574] : INFO : Epoch 1958 | loss: 0.031187 | val_loss: 0.0311949 | Time: 5984.89 ms [2022-02-06 23:21:11 main:574] : INFO : Epoch 1959 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 5983.98 ms [2022-02-06 23:21:17 main:574] : INFO : Epoch 1960 | loss: 0.031188 | val_loss: 0.0311924 | Time: 5964.07 ms [2022-02-06 23:21:23 main:574] : INFO : Epoch 1961 | loss: 0.0311873 | val_loss: 0.0311943 | Time: 6014.66 ms [2022-02-06 23:21:29 main:574] : INFO : Epoch 1962 | loss: 0.0311868 | val_loss: 0.0311914 | Time: 5976.35 ms [2022-02-06 23:21:35 main:574] : INFO : Epoch 1963 | loss: 0.0311858 | val_loss: 0.0311965 | Time: 6038.64 ms [2022-02-06 23:21:41 main:574] : INFO : Epoch 1964 | loss: 0.0311879 | val_loss: 0.0311905 | Time: 5939.11 ms [2022-02-06 23:21:47 main:574] : INFO : Epoch 1965 | loss: 0.0311859 | val_loss: 0.0311942 | Time: 5897.46 ms [2022-02-06 23:21:53 main:574] : INFO : Epoch 1966 | loss: 0.031185 | val_loss: 0.0311944 | Time: 6150.76 ms [2022-02-06 23:21:59 main:574] : INFO : Epoch 1967 | loss: 0.0311855 | val_loss: 0.0311918 | Time: 6081.05 ms [2022-02-06 23:22:05 main:574] : INFO : Epoch 1968 | loss: 0.0311852 | val_loss: 0.0311928 | Time: 6042.98 ms [2022-02-06 23:22:12 main:574] : INFO : Epoch 1969 | loss: 0.031186 | val_loss: 0.0311919 | Time: 6108.63 ms [2022-02-06 23:22:18 main:574] : INFO : Epoch 1970 | loss: 0.0311879 | val_loss: 0.0312019 | Time: 6118.35 ms [2022-02-06 23:22:24 main:574] : INFO : Epoch 1971 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 6208.44 ms [2022-02-06 23:22:30 main:574] : INFO : Epoch 1972 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 6107.48 ms [2022-02-06 23:22:36 main:574] : INFO : Epoch 1973 | loss: 0.0311849 | val_loss: 0.0311943 | Time: 6163.98 ms [2022-02-06 23:22:42 main:574] : INFO : Epoch 1974 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 6201.07 ms [2022-02-06 23:22:49 main:574] : INFO : Epoch 1975 | loss: 0.0311851 | val_loss: 0.0311963 | Time: 6123.01 ms [2022-02-06 23:22:55 main:574] : INFO : Epoch 1976 | loss: 0.0311867 | val_loss: 0.0311964 | Time: 6117.08 ms [2022-02-06 23:23:01 main:574] : INFO : Epoch 1977 | loss: 0.0311857 | val_loss: 0.031192 | Time: 6174.22 ms [2022-02-06 23:23:07 main:574] : INFO : Epoch 1978 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 6123.19 ms [2022-02-06 23:23:13 main:574] : INFO : Epoch 1979 | loss: 0.0311843 | val_loss: 0.0311928 | Time: 6071.89 ms [2022-02-06 23:23:19 main:574] : INFO : Epoch 1980 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 6099.16 ms [2022-02-06 23:23:25 main:574] : INFO : Epoch 1981 | loss: 0.0311865 | val_loss: 0.0311986 | Time: 6131.59 ms [2022-02-06 23:23:32 main:574] : INFO : Epoch 1982 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 6056.48 ms [2022-02-06 23:23:38 main:574] : INFO : Epoch 1983 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 6102.95 ms [2022-02-06 23:23:44 main:574] : INFO : Epoch 1984 | loss: 0.0311829 | val_loss: 0.0311922 | Time: 6076.51 ms [2022-02-06 23:23:50 main:574] : INFO : Epoch 1985 | loss: 0.0311849 | val_loss: 0.0311959 | Time: 6020.81 ms [2022-02-06 23:23:56 main:574] : INFO : Epoch 1986 | loss: 0.0311866 | val_loss: 0.0311943 | Time: 6134.68 ms [2022-02-06 23:24:02 main:574] : INFO : Epoch 1987 | loss: 0.0311848 | val_loss: 0.0311938 | Time: 5955.54 ms [2022-02-06 23:24:08 main:574] : INFO : Epoch 1988 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 6078.62 ms [2022-02-06 23:24:14 main:574] : INFO : Epoch 1989 | loss: 0.0311843 | val_loss: 0.031192 | Time: 6037.08 ms [2022-02-06 23:24:20 main:574] : INFO : Epoch 1990 | loss: 0.0311841 | val_loss: 0.0311906 | Time: 6058.18 ms [2022-02-06 23:24:26 main:574] : INFO : Epoch 1991 | loss: 0.0311837 | val_loss: 0.0311935 | Time: 6097.17 ms [2022-02-06 23:24:32 main:574] : INFO : Epoch 1992 | loss: 0.0311865 | val_loss: 0.031198 | Time: 6094.77 ms [2022-02-06 23:24:38 main:574] : INFO : Epoch 1993 | loss: 0.0311852 | val_loss: 0.0311933 | Time: 5971.98 ms [2022-02-06 23:24:44 main:574] : INFO : Epoch 1994 | loss: 0.0311883 | val_loss: 0.0311947 | Time: 6016.92 ms [2022-02-06 23:24:50 main:574] : INFO : Epoch 1995 | loss: 0.0311869 | val_loss: 0.031193 | Time: 5971.01 ms [2022-02-06 23:24:57 main:574] : INFO : Epoch 1996 | loss: 0.0311869 | val_loss: 0.031197 | Time: 6274.66 ms [2022-02-06 23:25:03 main:574] : INFO : Epoch 1997 | loss: 0.0311952 | val_loss: 0.0311927 | Time: 6105.68 ms [2022-02-06 23:25:09 main:574] : INFO : Epoch 1998 | loss: 0.0311869 | val_loss: 0.0311897 | Time: 6096.46 ms [2022-02-06 23:25:15 main:574] : INFO : Epoch 1999 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 6066.1 ms [2022-02-06 23:25:21 main:574] : INFO : Epoch 2000 | loss: 0.0311906 | val_loss: 0.031194 | Time: 6111.87 ms [2022-02-06 23:25:27 main:574] : INFO : Epoch 2001 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 5988.88 ms [2022-02-06 23:25:33 main:574] : INFO : Epoch 2002 | loss: 0.031197 | val_loss: 0.0311928 | Time: 6085.8 ms [2022-02-06 23:25:39 main:574] : INFO : Epoch 2003 | loss: 0.0311983 | val_loss: 0.0311938 | Time: 6120.85 ms [2022-02-06 23:25:45 main:574] : INFO : Epoch 2004 | loss: 0.0311974 | val_loss: 0.031192 | Time: 6099.11 ms [2022-02-06 23:25:51 main:574] : INFO : Epoch 2005 | loss: 0.0311955 | val_loss: 0.031192 | Time: 6003.75 ms [2022-02-06 23:25:58 main:574] : INFO : Epoch 2006 | loss: 0.0311914 | val_loss: 0.0311943 | Time: 6161.2 ms [2022-02-06 23:26:04 main:574] : INFO : Epoch 2007 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 6170.39 ms [2022-02-06 23:26:10 main:574] : INFO : Epoch 2008 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 6213.44 ms [2022-02-06 23:26:16 main:574] : INFO : Epoch 2009 | loss: 0.03119 | val_loss: 0.0311952 | Time: 6092.73 ms [2022-02-06 23:26:22 main:574] : INFO : Epoch 2010 | loss: 0.0311914 | val_loss: 0.0311906 | Time: 6202.51 ms [2022-02-06 23:26:29 main:574] : INFO : Epoch 2011 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 6162.15 ms [2022-02-06 23:26:35 main:574] : INFO : Epoch 2012 | loss: 0.0311916 | val_loss: 0.031194 | Time: 6119.78 ms [2022-02-06 23:26:41 main:574] : INFO : Epoch 2013 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 6056.02 ms [2022-02-06 23:26:47 main:574] : INFO : Epoch 2014 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 6128.74 ms [2022-02-06 23:26:53 main:574] : INFO : Epoch 2015 | loss: 0.0311917 | val_loss: 0.0311942 | Time: 6144.62 ms [2022-02-06 23:26:59 main:574] : INFO : Epoch 2016 | loss: 0.0311977 | val_loss: 0.0311969 | Time: 6186.35 ms [2022-02-06 23:27:06 main:574] : INFO : Epoch 2017 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 6225.28 ms [2022-02-06 23:27:12 main:574] : INFO : Epoch 2018 | loss: 0.031189 | val_loss: 0.0311915 | Time: 6222.81 ms [2022-02-06 23:27:18 main:574] : INFO : Epoch 2019 | loss: 0.0311893 | val_loss: 0.0311918 | Time: 6077.64 ms [2022-02-06 23:27:24 main:574] : INFO : Epoch 2020 | loss: 0.031189 | val_loss: 0.0311901 | Time: 5976.02 ms [2022-02-06 23:27:30 main:574] : INFO : Epoch 2021 | loss: 0.0311881 | val_loss: 0.0311903 | Time: 6162.1 ms [2022-02-06 23:27:36 main:574] : INFO : Epoch 2022 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 6094.49 ms [2022-02-06 23:27:42 main:574] : INFO : Epoch 2023 | loss: 0.0311923 | val_loss: 0.0311905 | Time: 5961.59 ms [2022-02-06 23:27:48 main:574] : INFO : Epoch 2024 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 6195.59 ms [2022-02-06 23:27:55 main:574] : INFO : Epoch 2025 | loss: 0.0311925 | val_loss: 0.031189 | Time: 6120.48 ms [2022-02-06 23:28:01 main:574] : INFO : Epoch 2026 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 6047.26 ms [2022-02-06 23:28:07 main:574] : INFO : Epoch 2027 | loss: 0.0311896 | val_loss: 0.0311973 | Time: 6058.58 ms [2022-02-06 23:28:13 main:574] : INFO : Epoch 2028 | loss: 0.031191 | val_loss: 0.0312012 | Time: 6203.67 ms [2022-02-06 23:28:19 main:574] : INFO : Epoch 2029 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 6120.81 ms [2022-02-06 23:28:25 main:574] : INFO : Epoch 2030 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 6103.72 ms [2022-02-06 23:28:31 main:574] : INFO : Epoch 2031 | loss: 0.0311871 | val_loss: 0.0311899 | Time: 6033.58 ms [2022-02-06 23:28:37 main:574] : INFO : Epoch 2032 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 6100.69 ms [2022-02-06 23:28:43 main:574] : INFO : Epoch 2033 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 6030.8 ms [2022-02-06 23:28:49 main:574] : INFO : Epoch 2034 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 6058.99 ms [2022-02-06 23:28:56 main:574] : INFO : Epoch 2035 | loss: 0.0311891 | val_loss: 0.0311886 | Time: 6115.35 ms [2022-02-06 23:29:02 main:574] : INFO : Epoch 2036 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 5950.61 ms [2022-02-06 23:29:08 main:574] : INFO : Epoch 2037 | loss: 0.0311867 | val_loss: 0.0311906 | Time: 6069.7 ms [2022-02-06 23:29:14 main:574] : INFO : Epoch 2038 | loss: 0.0311863 | val_loss: 0.031188 | Time: 6199.79 ms [2022-02-06 23:29:20 main:574] : INFO : Epoch 2039 | loss: 0.0311857 | val_loss: 0.0311887 | Time: 6000.89 ms [2022-02-06 23:29:26 main:574] : INFO : Epoch 2040 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 6073.05 ms [2022-02-06 23:29:32 main:574] : INFO : Epoch 2041 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 6158.07 ms [2022-02-06 23:29:38 main:574] : INFO : Epoch 2042 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 6107.1 ms [2022-02-06 23:29:44 main:574] : INFO : Epoch 2043 | loss: 0.0311879 | val_loss: 0.0311871 | Time: 6062.51 ms [2022-02-06 23:29:50 main:574] : INFO : Epoch 2044 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 6079.53 ms [2022-02-06 23:29:56 main:574] : INFO : Epoch 2045 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 5984.99 ms [2022-02-06 23:30:03 main:574] : INFO : Epoch 2046 | loss: 0.0311909 | val_loss: 0.0312059 | Time: 6122.23 ms [2022-02-06 23:30:09 main:574] : INFO : Epoch 2047 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 6127.59 ms [2022-02-06 23:30:15 main:574] : INFO : Epoch 2048 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 6145.89 ms [2022-02-06 23:30:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311875 [2022-02-06 23:30:15 main:603] : INFO : Saving end state to config to file [2022-02-06 23:30:15 main:608] : INFO : Success, exiting.. 23:30:15 (18240): 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)