Task 14624509
| Name | ParityModified-1647042227-20217-3-0_1 |
| Workunit | 11576051 |
| Created | 19 Apr 2022, 0:47:53 UTC |
| Sent | 19 Apr 2022, 0:48:23 UTC |
| Report deadline | 27 Apr 2022, 0:48:23 UTC |
| Received | 19 Apr 2022, 3:35:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4161 |
| Run time | 1 hours 12 min 13 sec |
| CPU time | 1 hours 9 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,701.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ss: 0.0311952 | Time: 2053.15 ms [2022-04-18 20:17:45 main:574] : INFO : Epoch 1542 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2061.89 ms [2022-04-18 20:17:47 main:574] : INFO : Epoch 1543 | loss: 0.0311993 | val_loss: 0.0311943 | Time: 2061.56 ms [2022-04-18 20:17:49 main:574] : INFO : Epoch 1544 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2052.93 ms [2022-04-18 20:17:51 main:574] : INFO : Epoch 1545 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2035.7 ms [2022-04-18 20:17:54 main:574] : INFO : Epoch 1546 | loss: 0.0311992 | val_loss: 0.0311947 | Time: 2057.41 ms [2022-04-18 20:17:56 main:574] : INFO : Epoch 1547 | loss: 0.0311993 | val_loss: 0.0311947 | Time: 2038.05 ms [2022-04-18 20:17:58 main:574] : INFO : Epoch 1548 | loss: 0.0311988 | val_loss: 0.0311943 | Time: 2042.09 ms [2022-04-18 20:18:00 main:574] : INFO : Epoch 1549 | loss: 0.0311988 | val_loss: 0.031195 | Time: 2045.75 ms [2022-04-18 20:18:02 main:574] : INFO : Epoch 1550 | loss: 0.0311993 | val_loss: 0.0311946 | Time: 2045.27 ms [2022-04-18 20:18:04 main:574] : INFO : Epoch 1551 | loss: 0.0311989 | val_loss: 0.0311942 | Time: 2057.24 ms [2022-04-18 20:18:06 main:574] : INFO : Epoch 1552 | loss: 0.0311993 | val_loss: 0.0311954 | Time: 2047.23 ms [2022-04-18 20:18:08 main:574] : INFO : Epoch 1553 | loss: 0.031199 | val_loss: 0.0311943 | Time: 2043.54 ms [2022-04-18 20:18:10 main:574] : INFO : Epoch 1554 | loss: 0.031199 | val_loss: 0.031194 | Time: 2046.04 ms [2022-04-18 20:18:12 main:574] : INFO : Epoch 1555 | loss: 0.0311988 | val_loss: 0.0311943 | Time: 2037.26 ms [2022-04-18 20:18:15 main:574] : INFO : Epoch 1556 | loss: 0.0311988 | val_loss: 0.0311943 | Time: 2053.94 ms [2022-04-18 20:18:17 main:574] : INFO : Epoch 1557 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2056.45 ms [2022-04-18 20:18:19 main:574] : INFO : Epoch 1558 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2047.15 ms [2022-04-18 20:18:21 main:574] : INFO : Epoch 1559 | loss: 0.0312012 | val_loss: 0.0311957 | Time: 2043.2 ms [2022-04-18 20:18:23 main:574] : INFO : Epoch 1560 | loss: 0.0312003 | val_loss: 0.0311943 | Time: 2052.16 ms [2022-04-18 20:18:25 main:574] : INFO : Epoch 1561 | loss: 0.0311998 | val_loss: 0.0311955 | Time: 2055.34 ms [2022-04-18 20:18:27 main:574] : INFO : Epoch 1562 | loss: 0.0311996 | val_loss: 0.0311944 | Time: 2042.5 ms [2022-04-18 20:18:29 main:574] : INFO : Epoch 1563 | loss: 0.0311988 | val_loss: 0.0311942 | Time: 2055.3 ms [2022-04-18 20:18:31 main:574] : INFO : Epoch 1564 | loss: 0.0311991 | val_loss: 0.0311941 | Time: 2054.31 ms [2022-04-18 20:18:34 main:574] : INFO : Epoch 1565 | loss: 0.0311991 | val_loss: 0.031194 | Time: 2040.31 ms [2022-04-18 20:18:36 main:574] : INFO : Epoch 1566 | loss: 0.0311989 | val_loss: 0.0311941 | Time: 2051.67 ms [2022-04-18 20:18:38 main:574] : INFO : Epoch 1567 | loss: 0.0311994 | val_loss: 0.0311945 | Time: 2041.62 ms [2022-04-18 20:18:40 main:574] : INFO : Epoch 1568 | loss: 0.0311996 | val_loss: 0.0311944 | Time: 2046.95 ms [2022-04-18 20:18:42 main:574] : INFO : Epoch 1569 | loss: 0.0311994 | val_loss: 0.0311962 | Time: 2049.4 ms [2022-04-18 20:18:44 main:574] : INFO : Epoch 1570 | loss: 0.0311993 | val_loss: 0.0311946 | Time: 2049.69 ms [2022-04-18 20:18:46 main:574] : INFO : Epoch 1571 | loss: 0.0311995 | val_loss: 0.0311951 | Time: 2045.7 ms [2022-04-18 20:18:48 main:574] : INFO : Epoch 1572 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 2048.79 ms [2022-04-18 20:18:50 main:574] : INFO : Epoch 1573 | loss: 0.0311996 | val_loss: 0.0311943 | Time: 2049.96 ms [2022-04-18 20:18:52 main:574] : INFO : Epoch 1574 | loss: 0.0311994 | val_loss: 0.0311947 | Time: 2028.11 ms [2022-04-18 20:18:55 main:574] : INFO : Epoch 1575 | loss: 0.0311995 | val_loss: 0.0311942 | Time: 2048.46 ms [2022-04-18 20:18:57 main:574] : INFO : Epoch 1576 | loss: 0.0312002 | val_loss: 0.0311953 | Time: 2055.17 ms [2022-04-18 20:18:59 main:574] : INFO : Epoch 1577 | loss: 0.0312001 | val_loss: 0.0311947 | Time: 2052.04 ms [2022-04-18 20:19:01 main:574] : INFO : Epoch 1578 | loss: 0.0311989 | val_loss: 0.0311941 | Time: 2050.95 ms [2022-04-18 20:19:03 main:574] : INFO : Epoch 1579 | loss: 0.0311995 | val_loss: 0.0311945 | Time: 2042.73 ms [2022-04-18 20:19:05 main:574] : INFO : Epoch 1580 | loss: 0.0311991 | val_loss: 0.0311941 | Time: 2042.87 ms [2022-04-18 20:19:07 main:574] : INFO : Epoch 1581 | loss: 0.0311991 | val_loss: 0.0311949 | Time: 2046.55 ms [2022-04-18 20:19:09 main:574] : INFO : Epoch 1582 | loss: 0.031201 | val_loss: 0.0311944 | Time: 2052.54 ms [2022-04-18 20:19:11 main:574] : INFO : Epoch 1583 | loss: 0.0311997 | val_loss: 0.0311948 | Time: 2039.1 ms [2022-04-18 20:19:13 main:574] : INFO : Epoch 1584 | loss: 0.0311991 | val_loss: 0.0311945 | Time: 2049.94 ms [2022-04-18 20:19:16 main:574] : INFO : Epoch 1585 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2055.54 ms [2022-04-18 20:19:18 main:574] : INFO : Epoch 1586 | loss: 0.0312002 | val_loss: 0.0311949 | Time: 2044.51 ms [2022-04-18 20:19:20 main:574] : INFO : Epoch 1587 | loss: 0.0312015 | val_loss: 0.031195 | Time: 2057.79 ms [2022-04-18 20:19:22 main:574] : INFO : Epoch 1588 | loss: 0.0312 | val_loss: 0.0311946 | Time: 2049.84 ms [2022-04-18 20:19:24 main:574] : INFO : Epoch 1589 | loss: 0.031199 | val_loss: 0.0311941 | Time: 2057.18 ms [2022-04-18 20:19:26 main:574] : INFO : Epoch 1590 | loss: 0.0311994 | val_loss: 0.0311948 | Time: 2055.23 ms [2022-04-18 20:19:28 main:574] : INFO : Epoch 1591 | loss: 0.0311991 | val_loss: 0.031194 | Time: 2041.87 ms [2022-04-18 20:19:30 main:574] : INFO : Epoch 1592 | loss: 0.0311991 | val_loss: 0.031194 | Time: 2050.28 ms [2022-04-18 20:19:32 main:574] : INFO : Epoch 1593 | loss: 0.0312006 | val_loss: 0.0311943 | Time: 2058.46 ms [2022-04-18 20:19:35 main:574] : INFO : Epoch 1594 | loss: 0.0311992 | val_loss: 0.0311947 | Time: 2059.8 ms [2022-04-18 20:19:37 main:574] : INFO : Epoch 1595 | loss: 0.0311991 | val_loss: 0.0311939 | Time: 2054.46 ms [2022-04-18 20:19:39 main:574] : INFO : Epoch 1596 | loss: 0.0311995 | val_loss: 0.031194 | Time: 2040.34 ms [2022-04-18 20:19:41 main:574] : INFO : Epoch 1597 | loss: 0.0311991 | val_loss: 0.031195 | Time: 2051.32 ms [2022-04-18 20:19:43 main:574] : INFO : Epoch 1598 | loss: 0.0311996 | val_loss: 0.0311948 | Time: 2047.98 ms [2022-04-18 20:19:45 main:574] : INFO : Epoch 1599 | loss: 0.0311993 | val_loss: 0.0311944 | Time: 2048.48 ms [2022-04-18 20:19:47 main:574] : INFO : Epoch 1600 | loss: 0.0312018 | val_loss: 0.0311959 | Time: 2057.9 ms [2022-04-18 20:19:49 main:574] : INFO : Epoch 1601 | loss: 0.0312011 | val_loss: 0.0311945 | Time: 2049.2 ms [2022-04-18 20:19:52 main:574] : INFO : Epoch 1602 | loss: 0.0312004 | val_loss: 0.0311962 | Time: 2042.55 ms [2022-04-18 20:19:54 main:574] : INFO : Epoch 1603 | loss: 0.0311999 | val_loss: 0.0311942 | Time: 2047.86 ms [2022-04-18 20:19:56 main:574] : INFO : Epoch 1604 | loss: 0.031199 | val_loss: 0.031195 | Time: 2057.7 ms [2022-04-18 20:19:58 main:574] : INFO : Epoch 1605 | loss: 0.0311995 | val_loss: 0.0311945 | Time: 2044.64 ms [2022-04-18 20:20:00 main:574] : INFO : Epoch 1606 | loss: 0.0312 | val_loss: 0.0311962 | Time: 2051.87 ms [2022-04-18 20:20:02 main:574] : INFO : Epoch 1607 | loss: 0.0312002 | val_loss: 0.0311961 | Time: 2051.98 ms [2022-04-18 20:20:04 main:574] : INFO : Epoch 1608 | loss: 0.0311997 | val_loss: 0.031194 | Time: 2055.06 ms [2022-04-18 20:20:06 main:574] : INFO : Epoch 1609 | loss: 0.0311989 | val_loss: 0.0311939 | Time: 2067.59 ms [2022-04-18 20:20:08 main:574] : INFO : Epoch 1610 | loss: 0.0311991 | val_loss: 0.0311973 | Time: 2050.47 ms [2022-04-18 20:20:11 main:574] : INFO : Epoch 1611 | loss: 0.0312006 | val_loss: 0.0311952 | Time: 2042.57 ms [2022-04-18 20:20:13 main:574] : INFO : Epoch 1612 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2053.13 ms [2022-04-18 20:20:15 main:574] : INFO : Epoch 1613 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 2049.3 ms [2022-04-18 20:20:17 main:574] : INFO : Epoch 1614 | loss: 0.0311993 | val_loss: 0.0311942 | Time: 2050.5 ms [2022-04-18 20:20:19 main:574] : INFO : Epoch 1615 | loss: 0.031199 | val_loss: 0.0311938 | Time: 2044.76 ms [2022-04-18 20:20:21 main:574] : INFO : Epoch 1616 | loss: 0.031199 | val_loss: 0.0311944 | Time: 2047.56 ms [2022-04-18 20:20:23 main:574] : INFO : Epoch 1617 | loss: 0.0311997 | val_loss: 0.0311964 | Time: 2047.22 ms [2022-04-18 20:20:25 main:574] : INFO : Epoch 1618 | loss: 0.0312013 | val_loss: 0.031195 | Time: 2045.77 ms [2022-04-18 20:20:27 main:574] : INFO : Epoch 1619 | loss: 0.0312003 | val_loss: 0.0311949 | Time: 2045.74 ms [2022-04-18 20:20:30 main:574] : INFO : Epoch 1620 | loss: 0.0311998 | val_loss: 0.0311957 | Time: 2056.65 ms [2022-04-18 20:20:32 main:574] : INFO : Epoch 1621 | loss: 0.0312001 | val_loss: 0.0311977 | Time: 2047.6 ms [2022-04-18 20:20:34 main:574] : INFO : Epoch 1622 | loss: 0.0312001 | val_loss: 0.0311962 | Time: 2047.57 ms [2022-04-18 20:20:36 main:574] : INFO : Epoch 1623 | loss: 0.0311995 | val_loss: 0.031195 | Time: 2047.74 ms [2022-04-18 20:20:38 main:574] : INFO : Epoch 1624 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2054.64 ms [2022-04-18 20:20:40 main:574] : INFO : Epoch 1625 | loss: 0.0311996 | val_loss: 0.0311949 | Time: 2047.19 ms [2022-04-18 20:20:42 main:574] : INFO : Epoch 1626 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2043.67 ms [2022-04-18 20:20:44 main:574] : INFO : Epoch 1627 | loss: 0.0312 | val_loss: 0.0311942 | Time: 2056.33 ms [2022-04-18 20:20:46 main:574] : INFO : Epoch 1628 | loss: 0.0311993 | val_loss: 0.0311944 | Time: 2043.68 ms [2022-04-18 20:20:48 main:574] : INFO : Epoch 1629 | loss: 0.031199 | val_loss: 0.0311941 | Time: 2050.48 ms [2022-04-18 20:20:51 main:574] : INFO : Epoch 1630 | loss: 0.031199 | val_loss: 0.0311939 | Time: 2038.37 ms [2022-04-18 20:20:53 main:574] : INFO : Epoch 1631 | loss: 0.0311989 | val_loss: 0.0311945 | Time: 2040.74 ms [2022-04-18 20:20:55 main:574] : INFO : Epoch 1632 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2049.94 ms [2022-04-18 20:20:57 main:574] : INFO : Epoch 1633 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2047.47 ms [2022-04-18 20:20:59 main:574] : INFO : Epoch 1634 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 2041.4 ms [2022-04-18 20:21:01 main:574] : INFO : Epoch 1635 | loss: 0.0312009 | val_loss: 0.0311997 | Time: 2056.3 ms [2022-04-18 20:21:03 main:574] : INFO : Epoch 1636 | loss: 0.0312 | val_loss: 0.0311964 | Time: 2048.08 ms [2022-04-18 20:21:05 main:574] : INFO : Epoch 1637 | loss: 0.0311999 | val_loss: 0.031195 | Time: 2044.44 ms [2022-04-18 20:21:07 main:574] : INFO : Epoch 1638 | loss: 0.0312011 | val_loss: 0.0311964 | Time: 2050.72 ms [2022-04-18 20:21:10 main:574] : INFO : Epoch 1639 | loss: 0.0311998 | val_loss: 0.0311948 | Time: 2040.83 ms [2022-04-18 20:21:12 main:574] : INFO : Epoch 1640 | loss: 0.0312007 | val_loss: 0.0311946 | Time: 2062.7 ms [2022-04-18 20:21:14 main:574] : INFO : Epoch 1641 | loss: 0.0312003 | val_loss: 0.0311942 | Time: 2054.44 ms [2022-04-18 20:21:16 main:574] : INFO : Epoch 1642 | loss: 0.0312007 | val_loss: 0.0311949 | Time: 2049.05 ms [2022-04-18 20:21:18 main:574] : INFO : Epoch 1643 | loss: 0.0311998 | val_loss: 0.0311941 | Time: 2056.56 ms [2022-04-18 20:21:20 main:574] : INFO : Epoch 1644 | loss: 0.0311997 | val_loss: 0.0311939 | Time: 2059.89 ms [2022-04-18 20:21:22 main:574] : INFO : Epoch 1645 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 2048.42 ms [2022-04-18 20:21:24 main:574] : INFO : Epoch 1646 | loss: 0.0311999 | val_loss: 0.0311953 | Time: 2057.61 ms [2022-04-18 20:21:26 main:574] : INFO : Epoch 1647 | loss: 0.0311991 | val_loss: 0.0311941 | Time: 2052.33 ms [2022-04-18 20:21:28 main:574] : INFO : Epoch 1648 | loss: 0.031199 | val_loss: 0.0311946 | Time: 2055.16 ms [2022-04-18 20:21:31 main:574] : INFO : Epoch 1649 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2057.67 ms [2022-04-18 20:21:33 main:574] : INFO : Epoch 1650 | loss: 0.0312001 | val_loss: 0.0311959 | Time: 2052.43 ms [2022-04-18 20:21:35 main:574] : INFO : Epoch 1651 | loss: 0.0311999 | val_loss: 0.031195 | Time: 2062.99 ms [2022-04-18 20:21:37 main:574] : INFO : Epoch 1652 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2052.51 ms [2022-04-18 20:21:39 main:574] : INFO : Epoch 1653 | loss: 0.0312001 | val_loss: 0.0311967 | Time: 2060.64 ms [2022-04-18 20:21:41 main:574] : INFO : Epoch 1654 | loss: 0.031199 | val_loss: 0.0311961 | Time: 2042.56 ms [2022-04-18 20:21:43 main:574] : INFO : Epoch 1655 | loss: 0.0311997 | val_loss: 0.0311944 | Time: 2049.99 ms [2022-04-18 20:21:45 main:574] : INFO : Epoch 1656 | loss: 0.0311989 | val_loss: 0.0311941 | Time: 2053.53 ms [2022-04-18 20:21:47 main:574] : INFO : Epoch 1657 | loss: 0.0311994 | val_loss: 0.0311941 | Time: 2051.14 ms [2022-04-18 20:21:50 main:574] : INFO : Epoch 1658 | loss: 0.0312002 | val_loss: 0.0311948 | Time: 2042 ms [2022-04-18 20:21:52 main:574] : INFO : Epoch 1659 | loss: 0.0311994 | val_loss: 0.0311939 | Time: 2055.93 ms [2022-04-18 20:21:54 main:574] : INFO : Epoch 1660 | loss: 0.0311996 | val_loss: 0.0311959 | Time: 2056.85 ms [2022-04-18 20:21:56 main:574] : INFO : Epoch 1661 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 2029.09 ms [2022-04-18 20:21:58 main:574] : INFO : Epoch 1662 | loss: 0.0311991 | val_loss: 0.0311939 | Time: 2048.89 ms [2022-04-18 20:22:00 main:574] : INFO : Epoch 1663 | loss: 0.031199 | val_loss: 0.031194 | Time: 2048.71 ms [2022-04-18 20:22:02 main:574] : INFO : Epoch 1664 | loss: 0.0311995 | val_loss: 0.0311938 | Time: 2051.89 ms [2022-04-18 20:22:04 main:574] : INFO : Epoch 1665 | loss: 0.0311992 | val_loss: 0.0311944 | Time: 2050.53 ms [2022-04-18 20:22:06 main:574] : INFO : Epoch 1666 | loss: 0.0311993 | val_loss: 0.0311942 | Time: 2044.94 ms [2022-04-18 20:22:08 main:574] : INFO : Epoch 1667 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 2051.02 ms [2022-04-18 20:22:11 main:574] : INFO : Epoch 1668 | loss: 0.0311998 | val_loss: 0.031194 | Time: 2056.99 ms [2022-04-18 20:22:13 main:574] : INFO : Epoch 1669 | loss: 0.0311993 | val_loss: 0.0311949 | Time: 2055.03 ms [2022-04-18 20:22:15 main:574] : INFO : Epoch 1670 | loss: 0.0312 | val_loss: 0.031196 | Time: 2051.97 ms [2022-04-18 20:22:17 main:574] : INFO : Epoch 1671 | loss: 0.0312009 | val_loss: 0.0311946 | Time: 2043.21 ms [2022-04-18 20:22:19 main:574] : INFO : Epoch 1672 | loss: 0.0312007 | val_loss: 0.0311944 | Time: 2043.84 ms [2022-04-18 20:22:21 main:574] : INFO : Epoch 1673 | loss: 0.0311992 | val_loss: 0.031195 | Time: 2051.45 ms [2022-04-18 20:22:23 main:574] : INFO : Epoch 1674 | loss: 0.0311993 | val_loss: 0.0311941 | Time: 2052.88 ms [2022-04-18 20:22:25 main:574] : INFO : Epoch 1675 | loss: 0.0311992 | val_loss: 0.0311939 | Time: 2051.21 ms [2022-04-18 20:22:27 main:574] : INFO : Epoch 1676 | loss: 0.0311998 | val_loss: 0.0311946 | Time: 2053.06 ms [2022-04-18 20:22:29 main:574] : INFO : Epoch 1677 | loss: 0.0311995 | val_loss: 0.0311942 | Time: 2053.13 ms [2022-04-18 20:22:32 main:574] : INFO : Epoch 1678 | loss: 0.0311993 | val_loss: 0.0311953 | Time: 2044.01 ms [2022-04-18 20:22:34 main:574] : INFO : Epoch 1679 | loss: 0.0311996 | val_loss: 0.0311944 | Time: 2047.94 ms [2022-04-18 20:22:36 main:574] : INFO : Epoch 1680 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2048.92 ms [2022-04-18 20:22:38 main:574] : INFO : Epoch 1681 | loss: 0.0311991 | val_loss: 0.0311948 | Time: 2054.99 ms [2022-04-18 20:22:40 main:574] : INFO : Epoch 1682 | loss: 0.0311994 | val_loss: 0.0311947 | Time: 2057.36 ms [2022-04-18 20:22:42 main:574] : INFO : Epoch 1683 | loss: 0.0311993 | val_loss: 0.0311953 | Time: 2046.42 ms [2022-04-18 20:22:44 main:574] : INFO : Epoch 1684 | loss: 0.031199 | val_loss: 0.0311946 | Time: 2053.45 ms [2022-04-18 20:22:46 main:574] : INFO : Epoch 1685 | loss: 0.0311993 | val_loss: 0.0311941 | Time: 2043.98 ms [2022-04-18 20:22:48 main:574] : INFO : Epoch 1686 | loss: 0.0312006 | val_loss: 0.0311989 | Time: 2053.2 ms [2022-04-18 20:22:50 main:574] : INFO : Epoch 1687 | loss: 0.0311993 | val_loss: 0.0311945 | Time: 2047.91 ms [2022-04-18 20:22:53 main:574] : INFO : Epoch 1688 | loss: 0.0311993 | val_loss: 0.031196 | Time: 2054.92 ms [2022-04-18 20:22:55 main:574] : INFO : Epoch 1689 | loss: 0.0311995 | val_loss: 0.0311952 | Time: 2053.71 ms [2022-04-18 20:22:57 main:574] : INFO : Epoch 1690 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2048.13 ms [2022-04-18 20:22:59 main:574] : INFO : Epoch 1691 | loss: 0.0311989 | val_loss: 0.031194 | Time: 2054.93 ms [2022-04-18 20:23:01 main:574] : INFO : Epoch 1692 | loss: 0.0311992 | val_loss: 0.0311939 | Time: 2052.46 ms [2022-04-18 20:23:03 main:574] : INFO : Epoch 1693 | loss: 0.0311994 | val_loss: 0.0311948 | Time: 2047.85 ms [2022-04-18 20:23:05 main:574] : INFO : Epoch 1694 | loss: 0.0311998 | val_loss: 0.0311944 | Time: 2045.84 ms [2022-04-18 20:23:07 main:574] : INFO : Epoch 1695 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2043.87 ms [2022-04-18 20:23:09 main:574] : INFO : Epoch 1696 | loss: 0.0311993 | val_loss: 0.0311939 | Time: 2054.84 ms [2022-04-18 20:23:12 main:574] : INFO : Epoch 1697 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2040.22 ms [2022-04-18 20:23:14 main:574] : INFO : Epoch 1698 | loss: 0.0311989 | val_loss: 0.0311939 | Time: 2049 ms [2022-04-18 20:23:16 main:574] : INFO : Epoch 1699 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2061.64 ms [2022-04-18 20:23:18 main:574] : INFO : Epoch 1700 | loss: 0.0311998 | val_loss: 0.0311966 | Time: 2052.59 ms [2022-04-18 20:23:20 main:574] : INFO : Epoch 1701 | loss: 0.0312 | val_loss: 0.031195 | Time: 2058.56 ms [2022-04-18 20:23:22 main:574] : INFO : Epoch 1702 | loss: 0.0312005 | val_loss: 0.0311956 | Time: 2041.98 ms [2022-04-18 20:23:24 main:574] : INFO : Epoch 1703 | loss: 0.0311996 | val_loss: 0.0311946 | Time: 2052.81 ms [2022-04-18 20:23:26 main:574] : INFO : Epoch 1704 | loss: 0.0312002 | val_loss: 0.031194 | Time: 2055.95 ms [2022-04-18 20:23:29 main:574] : INFO : Epoch 1705 | loss: 0.031199 | val_loss: 0.0311951 | Time: 2055.54 ms [2022-04-18 20:23:31 main:574] : INFO : Epoch 1706 | loss: 0.0311993 | val_loss: 0.0311941 | Time: 2051.84 ms [2022-04-18 20:23:33 main:574] : INFO : Epoch 1707 | loss: 0.0311988 | val_loss: 0.031194 | Time: 2055.48 ms [2022-04-18 20:23:35 main:574] : INFO : Epoch 1708 | loss: 0.0312003 | val_loss: 0.0311947 | Time: 2061.34 ms [2022-04-18 20:23:37 main:574] : INFO : Epoch 1709 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 2073.23 ms [2022-04-18 20:23:39 main:574] : INFO : Epoch 1710 | loss: 0.0311998 | val_loss: 0.031194 | Time: 2048.5 ms [2022-04-18 20:23:41 main:574] : INFO : Epoch 1711 | loss: 0.0311992 | val_loss: 0.0311951 | Time: 2050.07 ms [2022-04-18 20:23:43 main:574] : INFO : Epoch 1712 | loss: 0.031199 | val_loss: 0.031194 | Time: 2052.29 ms [2022-04-18 20:23:45 main:574] : INFO : Epoch 1713 | loss: 0.0311996 | val_loss: 0.0311941 | Time: 2051.8 ms [2022-04-18 20:23:47 main:574] : INFO : Epoch 1714 | loss: 0.0312002 | val_loss: 0.0311944 | Time: 2050.96 ms [2022-04-18 20:23:50 main:574] : INFO : Epoch 1715 | loss: 0.0311994 | val_loss: 0.0311941 | Time: 2055.82 ms [2022-04-18 20:23:52 main:574] : INFO : Epoch 1716 | loss: 0.0311995 | val_loss: 0.0311947 | Time: 2041.08 ms [2022-04-18 20:23:54 main:574] : INFO : Epoch 1717 | loss: 0.0311991 | val_loss: 0.031194 | Time: 2059.79 ms [2022-04-18 20:23:56 main:574] : INFO : Epoch 1718 | loss: 0.0312 | val_loss: 0.0311941 | Time: 2054.6 ms [2022-04-18 20:23:58 main:574] : INFO : Epoch 1719 | loss: 0.0311998 | val_loss: 0.0311967 | Time: 2053.49 ms [2022-04-18 20:24:00 main:574] : INFO : Epoch 1720 | loss: 0.0312 | val_loss: 0.0311943 | Time: 2049.81 ms [2022-04-18 20:24:02 main:574] : INFO : Epoch 1721 | loss: 0.0312 | val_loss: 0.0311976 | Time: 2047.47 ms [2022-04-18 20:24:04 main:574] : INFO : Epoch 1722 | loss: 0.0312006 | val_loss: 0.0311952 | Time: 2049.07 ms [2022-04-18 20:24:06 main:574] : INFO : Epoch 1723 | loss: 0.0312011 | val_loss: 0.0311956 | Time: 2046.71 ms [2022-04-18 20:24:09 main:574] : INFO : Epoch 1724 | loss: 0.0312002 | val_loss: 0.0311941 | Time: 2052.57 ms [2022-04-18 20:24:11 main:574] : INFO : Epoch 1725 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2055.85 ms [2022-04-18 20:24:13 main:574] : INFO : Epoch 1726 | loss: 0.0311997 | val_loss: 0.0311957 | Time: 2047.09 ms [2022-04-18 20:24:15 main:574] : INFO : Epoch 1727 | loss: 0.0311999 | val_loss: 0.0311939 | Time: 2047.76 ms [2022-04-18 20:24:17 main:574] : INFO : Epoch 1728 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2043.56 ms [2022-04-18 20:24:19 main:574] : INFO : Epoch 1729 | loss: 0.031199 | val_loss: 0.0311943 | Time: 2053.96 ms [2022-04-18 20:24:21 main:574] : INFO : Epoch 1730 | loss: 0.0311992 | val_loss: 0.0311946 | Time: 2045.86 ms [2022-04-18 20:24:23 main:574] : INFO : Epoch 1731 | loss: 0.0311996 | val_loss: 0.0311944 | Time: 2045.29 ms [2022-04-18 20:24:25 main:574] : INFO : Epoch 1732 | loss: 0.0311997 | val_loss: 0.0311947 | Time: 2044.19 ms [2022-04-18 20:24:27 main:574] : INFO : Epoch 1733 | loss: 0.0312 | val_loss: 0.0311969 | Time: 2058.4 ms [2022-04-18 20:24:30 main:574] : INFO : Epoch 1734 | loss: 0.0312016 | val_loss: 0.0311945 | Time: 2050.28 ms [2022-04-18 20:24:32 main:574] : INFO : Epoch 1735 | loss: 0.0311993 | val_loss: 0.0311943 | Time: 2052.34 ms [2022-04-18 20:24:34 main:574] : INFO : Epoch 1736 | loss: 0.0311993 | val_loss: 0.0311948 | Time: 2057.4 ms [2022-04-18 20:24:36 main:574] : INFO : Epoch 1737 | loss: 0.0311995 | val_loss: 0.0311944 | Time: 2059.2 ms [2022-04-18 20:24:38 main:574] : INFO : Epoch 1738 | loss: 0.0311997 | val_loss: 0.0311958 | Time: 2048.75 ms [2022-04-18 20:24:40 main:574] : INFO : Epoch 1739 | loss: 0.0311998 | val_loss: 0.0311943 | Time: 2054.88 ms [2022-04-18 20:24:42 main:574] : INFO : Epoch 1740 | loss: 0.0311998 | val_loss: 0.0311951 | Time: 2055.64 ms [2022-04-18 20:24:44 main:574] : INFO : Epoch 1741 | loss: 0.0311993 | val_loss: 0.0311969 | Time: 2045.04 ms [2022-04-18 20:24:46 main:574] : INFO : Epoch 1742 | loss: 0.0312009 | val_loss: 0.0311945 | Time: 2054.83 ms [2022-04-18 20:24:49 main:574] : INFO : Epoch 1743 | loss: 0.0311991 | val_loss: 0.0311948 | Time: 2046.94 ms [2022-04-18 20:24:51 main:574] : INFO : Epoch 1744 | loss: 0.031199 | val_loss: 0.0311947 | Time: 2042.62 ms [2022-04-18 20:24:53 main:574] : INFO : Epoch 1745 | loss: 0.031199 | val_loss: 0.0311939 | Time: 2046.18 ms [2022-04-18 20:24:55 main:574] : INFO : Epoch 1746 | loss: 0.0311993 | val_loss: 0.0311943 | Time: 2044.96 ms [2022-04-18 20:24:57 main:574] : INFO : Epoch 1747 | loss: 0.0311999 | val_loss: 0.031194 | Time: 2050.26 ms [2022-04-18 20:24:59 main:574] : INFO : Epoch 1748 | loss: 0.0311998 | val_loss: 0.0311953 | Time: 2040.94 ms [2022-04-18 20:25:01 main:574] : INFO : Epoch 1749 | loss: 0.0312 | val_loss: 0.0311942 | Time: 2059.97 ms [2022-04-18 20:25:03 main:574] : INFO : Epoch 1750 | loss: 0.0312001 | val_loss: 0.0311974 | Time: 2047.03 ms [2022-04-18 20:25:05 main:574] : INFO : Epoch 1751 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 2033.63 ms [2022-04-18 20:25:07 main:574] : INFO : Epoch 1752 | loss: 0.0311991 | val_loss: 0.0311946 | Time: 2049.92 ms [2022-04-18 20:25:10 main:574] : INFO : Epoch 1753 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2051.81 ms [2022-04-18 20:25:12 main:574] : INFO : Epoch 1754 | loss: 0.0311999 | val_loss: 0.0311943 | Time: 2045.97 ms [2022-04-18 20:25:14 main:574] : INFO : Epoch 1755 | loss: 0.0311991 | val_loss: 0.0311948 | Time: 2049.86 ms [2022-04-18 20:25:16 main:574] : INFO : Epoch 1756 | loss: 0.0311994 | val_loss: 0.0311943 | Time: 2039.33 ms [2022-04-18 20:25:18 main:574] : INFO : Epoch 1757 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2050.46 ms [2022-04-18 20:25:20 main:574] : INFO : Epoch 1758 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2051.25 ms [2022-04-18 20:25:22 main:574] : INFO : Epoch 1759 | loss: 0.0312001 | val_loss: 0.0311952 | Time: 2052.1 ms [2022-04-18 20:25:24 main:574] : INFO : Epoch 1760 | loss: 0.0311999 | val_loss: 0.0311939 | Time: 2033.69 ms [2022-04-18 20:25:26 main:574] : INFO : Epoch 1761 | loss: 0.0311989 | val_loss: 0.0311944 | Time: 2061.02 ms [2022-04-18 20:25:28 main:574] : INFO : Epoch 1762 | loss: 0.0312001 | val_loss: 0.0311951 | Time: 2058.74 ms [2022-04-18 20:25:31 main:574] : INFO : Epoch 1763 | loss: 0.0312006 | val_loss: 0.0311941 | Time: 2055.03 ms [2022-04-18 20:25:33 main:574] : INFO : Epoch 1764 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 2055.87 ms [2022-04-18 20:25:35 main:574] : INFO : Epoch 1765 | loss: 0.0312014 | val_loss: 0.031194 | Time: 2038.93 ms [2022-04-18 20:25:37 main:574] : INFO : Epoch 1766 | loss: 0.0312 | val_loss: 0.0311943 | Time: 2037.52 ms [2022-04-18 20:25:39 main:574] : INFO : Epoch 1767 | loss: 0.0312 | val_loss: 0.031194 | Time: 2054.2 ms [2022-04-18 20:25:41 main:574] : INFO : Epoch 1768 | loss: 0.0311992 | val_loss: 0.0311939 | Time: 2052.86 ms [2022-04-18 20:25:43 main:574] : INFO : Epoch 1769 | loss: 0.0312011 | val_loss: 0.0311938 | Time: 2038.26 ms [2022-04-18 20:25:45 main:574] : INFO : Epoch 1770 | loss: 0.0311993 | val_loss: 0.0311939 | Time: 2059.11 ms [2022-04-18 20:25:47 main:574] : INFO : Epoch 1771 | loss: 0.0311991 | val_loss: 0.0311948 | Time: 2042.06 ms [2022-04-18 20:25:50 main:574] : INFO : Epoch 1772 | loss: 0.0311992 | val_loss: 0.0311982 | Time: 2064.4 ms [2022-04-18 20:25:52 main:574] : INFO : Epoch 1773 | loss: 0.0312005 | val_loss: 0.0311942 | Time: 2045.14 ms [2022-04-18 20:25:54 main:574] : INFO : Epoch 1774 | loss: 0.0311997 | val_loss: 0.0311974 | Time: 2055.21 ms [2022-04-18 20:25:56 main:574] : INFO : Epoch 1775 | loss: 0.0311998 | val_loss: 0.0311943 | Time: 2040.47 ms [2022-04-18 20:25:58 main:574] : INFO : Epoch 1776 | loss: 0.0312001 | val_loss: 0.0311983 | Time: 2071.36 ms [2022-04-18 20:26:00 main:574] : INFO : Epoch 1777 | loss: 0.0311998 | val_loss: 0.0311938 | Time: 2059.53 ms [2022-04-18 20:26:02 main:574] : INFO : Epoch 1778 | loss: 0.031199 | val_loss: 0.0311983 | Time: 2048.6 ms [2022-04-18 20:26:04 main:574] : INFO : Epoch 1779 | loss: 0.0312018 | val_loss: 0.0311959 | Time: 2051.63 ms [2022-04-18 20:26:06 main:574] : INFO : Epoch 1780 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2051.65 ms [2022-04-18 20:26:09 main:574] : INFO : Epoch 1781 | loss: 0.0311993 | val_loss: 0.031194 | Time: 2046.9 ms [2022-04-18 20:26:11 main:574] : INFO : Epoch 1782 | loss: 0.0311992 | val_loss: 0.0311938 | Time: 2060.39 ms [2022-04-18 20:26:13 main:574] : INFO : Epoch 1783 | loss: 0.0311987 | val_loss: 0.031194 | Time: 2045.74 ms [2022-04-18 20:26:15 main:574] : INFO : Epoch 1784 | loss: 0.0311992 | val_loss: 0.0311939 | Time: 2052.7 ms [2022-04-18 20:26:17 main:574] : INFO : Epoch 1785 | loss: 0.0311993 | val_loss: 0.0311948 | Time: 2048.76 ms [2022-04-18 20:26:19 main:574] : INFO : Epoch 1786 | loss: 0.0312009 | val_loss: 0.0311979 | Time: 2084.85 ms [2022-04-18 20:26:21 main:574] : INFO : Epoch 1787 | loss: 0.0312003 | val_loss: 0.0311946 | Time: 2060.89 ms [2022-04-18 20:26:23 main:574] : INFO : Epoch 1788 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 2052.4 ms [2022-04-18 20:26:25 main:574] : INFO : Epoch 1789 | loss: 0.0311993 | val_loss: 0.0311944 | Time: 2051.98 ms [2022-04-18 20:26:28 main:574] : INFO : Epoch 1790 | loss: 0.0312006 | val_loss: 0.0311962 | Time: 2054.16 ms [2022-04-18 20:26:30 main:574] : INFO : Epoch 1791 | loss: 0.0312009 | val_loss: 0.0311993 | Time: 2039.01 ms [2022-04-18 20:26:32 main:574] : INFO : Epoch 1792 | loss: 0.0312012 | val_loss: 0.0311979 | Time: 2059.03 ms [2022-04-18 20:26:34 main:574] : INFO : Epoch 1793 | loss: 0.0312005 | val_loss: 0.0311978 | Time: 2047.4 ms [2022-04-18 20:26:36 main:574] : INFO : Epoch 1794 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 2045.37 ms [2022-04-18 20:26:38 main:574] : INFO : Epoch 1795 | loss: 0.0312025 | val_loss: 0.0311945 | Time: 2054.26 ms [2022-04-18 20:26:40 main:574] : INFO : Epoch 1796 | loss: 0.0311993 | val_loss: 0.0311942 | Time: 2048.64 ms [2022-04-18 20:26:42 main:574] : INFO : Epoch 1797 | loss: 0.0311994 | val_loss: 0.031196 | Time: 2050.48 ms [2022-04-18 20:26:44 main:574] : INFO : Epoch 1798 | loss: 0.0312004 | val_loss: 0.0311944 | Time: 2053.99 ms [2022-04-18 20:26:47 main:574] : INFO : Epoch 1799 | loss: 0.031199 | val_loss: 0.0311941 | Time: 2054.06 ms [2022-04-18 20:26:49 main:574] : INFO : Epoch 1800 | loss: 0.0312002 | val_loss: 0.0311949 | Time: 2056.04 ms [2022-04-18 20:26:51 main:574] : INFO : Epoch 1801 | loss: 0.0311992 | val_loss: 0.0311939 | Time: 2039.37 ms [2022-04-18 20:26:53 main:574] : INFO : Epoch 1802 | loss: 0.0311997 | val_loss: 0.0311942 | Time: 2055.66 ms [2022-04-18 20:26:55 main:574] : INFO : Epoch 1803 | loss: 0.0312012 | val_loss: 0.0311947 | Time: 2053.01 ms [2022-04-18 20:26:57 main:574] : INFO : Epoch 1804 | loss: 0.0311992 | val_loss: 0.0311943 | Time: 2057.34 ms [2022-04-18 20:26:59 main:574] : INFO : Epoch 1805 | loss: 0.0311993 | val_loss: 0.0311958 | Time: 2054.16 ms [2022-04-18 20:27:01 main:574] : INFO : Epoch 1806 | loss: 0.0311997 | val_loss: 0.0311948 | Time: 2052.46 ms [2022-04-18 20:27:03 main:574] : INFO : Epoch 1807 | loss: 0.0312005 | val_loss: 0.0311951 | Time: 2049.63 ms [2022-04-18 20:27:05 main:574] : INFO : Epoch 1808 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2043.53 ms [2022-04-18 20:27:08 main:574] : INFO : Epoch 1809 | loss: 0.0311989 | val_loss: 0.0311941 | Time: 2067.89 ms [2022-04-18 20:27:10 main:574] : INFO : Epoch 1810 | loss: 0.0311992 | val_loss: 0.0311944 | Time: 2041.28 ms [2022-04-18 20:27:12 main:574] : INFO : Epoch 1811 | loss: 0.0311999 | val_loss: 0.0311939 | Time: 2049.17 ms [2022-04-18 20:27:14 main:574] : INFO : Epoch 1812 | loss: 0.0312006 | val_loss: 0.0311945 | Time: 2052.62 ms [2022-04-18 20:27:16 main:574] : INFO : Epoch 1813 | loss: 0.0312017 | val_loss: 0.0312019 | Time: 2032.83 ms [2022-04-18 20:27:18 main:574] : INFO : Epoch 1814 | loss: 0.0312031 | val_loss: 0.0311949 | Time: 2057.84 ms [2022-04-18 20:27:20 main:574] : INFO : Epoch 1815 | loss: 0.031201 | val_loss: 0.0311955 | Time: 2052.72 ms [2022-04-18 20:27:22 main:574] : INFO : Epoch 1816 | loss: 0.0312019 | val_loss: 0.0311974 | Time: 2056.31 ms [2022-04-18 20:27:24 main:574] : INFO : Epoch 1817 | loss: 0.0311999 | val_loss: 0.0311957 | Time: 2053.96 ms [2022-04-18 20:27:27 main:574] : INFO : Epoch 1818 | loss: 0.0311998 | val_loss: 0.0311951 | Time: 2043.59 ms [2022-04-18 20:27:29 main:574] : INFO : Epoch 1819 | loss: 0.0311999 | val_loss: 0.0311952 | Time: 2043.67 ms [2022-04-18 20:27:31 main:574] : INFO : Epoch 1820 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 2043.67 ms [2022-04-18 20:27:33 main:574] : INFO : Epoch 1821 | loss: 0.0312002 | val_loss: 0.0311948 | Time: 2053.31 ms [2022-04-18 20:27:35 main:574] : INFO : Epoch 1822 | loss: 0.0312 | val_loss: 0.031195 | Time: 2053.57 ms [2022-04-18 20:27:37 main:574] : INFO : Epoch 1823 | loss: 0.0312 | val_loss: 0.0312 | Time: 2052.56 ms [2022-04-18 20:27:39 main:574] : INFO : Epoch 1824 | loss: 0.0312005 | val_loss: 0.0311951 | Time: 2044.85 ms [2022-04-18 20:27:41 main:574] : INFO : Epoch 1825 | loss: 0.0311998 | val_loss: 0.0311958 | Time: 2053.74 ms [2022-04-18 20:27:43 main:574] : INFO : Epoch 1826 | loss: 0.0312005 | val_loss: 0.0311946 | Time: 2040.01 ms [2022-04-18 20:27:45 main:574] : INFO : Epoch 1827 | loss: 0.0312018 | val_loss: 0.0311963 | Time: 2040.02 ms [2022-04-18 20:27:48 main:574] : INFO : Epoch 1828 | loss: 0.0311999 | val_loss: 0.0311949 | Time: 2050.78 ms [2022-04-18 20:27:50 main:574] : INFO : Epoch 1829 | loss: 0.0311996 | val_loss: 0.0311963 | Time: 2060.52 ms [2022-04-18 20:27:52 main:574] : INFO : Epoch 1830 | loss: 0.0311998 | val_loss: 0.0311943 | Time: 2040.52 ms [2022-04-18 20:27:54 main:574] : INFO : Epoch 1831 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 2058.04 ms [2022-04-18 20:27:56 main:574] : INFO : Epoch 1832 | loss: 0.0311992 | val_loss: 0.0311955 | Time: 2054.06 ms [2022-04-18 20:27:58 main:574] : INFO : Epoch 1833 | loss: 0.0311993 | val_loss: 0.0311942 | Time: 2051.08 ms [2022-04-18 20:28:00 main:574] : INFO : Epoch 1834 | loss: 0.0311999 | val_loss: 0.031194 | Time: 2052.87 ms [2022-04-18 20:28:02 main:574] : INFO : Epoch 1835 | loss: 0.0312003 | val_loss: 0.031194 | Time: 2051.14 ms [2022-04-18 20:28:04 main:574] : INFO : Epoch 1836 | loss: 0.0312002 | val_loss: 0.0311965 | Time: 2053.15 ms [2022-04-18 20:28:06 main:574] : INFO : Epoch 1837 | loss: 0.0312001 | val_loss: 0.0311949 | Time: 2033.29 ms [2022-04-18 20:28:09 main:574] : INFO : Epoch 1838 | loss: 0.0312001 | val_loss: 0.0311942 | Time: 2054.51 ms [2022-04-18 20:28:11 main:574] : INFO : Epoch 1839 | loss: 0.031199 | val_loss: 0.0311943 | Time: 2052.15 ms [2022-04-18 20:28:13 main:574] : INFO : Epoch 1840 | loss: 0.0311998 | val_loss: 0.0311946 | Time: 2052.17 ms [2022-04-18 20:28:15 main:574] : INFO : Epoch 1841 | loss: 0.031199 | val_loss: 0.0311946 | Time: 2067.27 ms [2022-04-18 20:28:17 main:574] : INFO : Epoch 1842 | loss: 0.0311995 | val_loss: 0.0311946 | Time: 2046.36 ms [2022-04-18 20:28:19 main:574] : INFO : Epoch 1843 | loss: 0.0311999 | val_loss: 0.0311955 | Time: 2050.99 ms [2022-04-18 20:28:21 main:574] : INFO : Epoch 1844 | loss: 0.031201 | val_loss: 0.0311962 | Time: 2055.59 ms [2022-04-18 20:28:23 main:574] : INFO : Epoch 1845 | loss: 0.0312005 | val_loss: 0.0311946 | Time: 2047.06 ms [2022-04-18 20:28:26 main:574] : INFO : Epoch 1846 | loss: 0.0311997 | val_loss: 0.0311989 | Time: 2057.37 ms [2022-04-18 20:28:28 main:574] : INFO : Epoch 1847 | loss: 0.0311998 | val_loss: 0.0311944 | Time: 2054.3 ms [2022-04-18 20:28:30 main:574] : INFO : Epoch 1848 | loss: 0.0312003 | val_loss: 0.031196 | Time: 2052.66 ms [2022-04-18 20:28:32 main:574] : INFO : Epoch 1849 | loss: 0.0311995 | val_loss: 0.0311945 | Time: 2058.89 ms [2022-04-18 20:28:34 main:574] : INFO : Epoch 1850 | loss: 0.0312002 | val_loss: 0.0311947 | Time: 2049.92 ms [2022-04-18 20:28:36 main:574] : INFO : Epoch 1851 | loss: 0.0311991 | val_loss: 0.0311946 | Time: 2042.31 ms [2022-04-18 20:28:38 main:574] : INFO : Epoch 1852 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2050.7 ms [2022-04-18 20:28:40 main:574] : INFO : Epoch 1853 | loss: 0.0311991 | val_loss: 0.0311951 | Time: 2048.45 ms [2022-04-18 20:28:42 main:574] : INFO : Epoch 1854 | loss: 0.0312003 | val_loss: 0.0311941 | Time: 2060.3 ms [2022-04-18 20:28:44 main:574] : INFO : Epoch 1855 | loss: 0.0312014 | val_loss: 0.0311962 | Time: 2051.13 ms [2022-04-18 20:28:47 main:574] : INFO : Epoch 1856 | loss: 0.0312009 | val_loss: 0.0311942 | Time: 2043.08 ms [2022-04-18 20:28:49 main:574] : INFO : Epoch 1857 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2050.33 ms [2022-04-18 20:28:51 main:574] : INFO : Epoch 1858 | loss: 0.0311995 | val_loss: 0.0311955 | Time: 2057.06 ms [2022-04-18 20:28:53 main:574] : INFO : Epoch 1859 | loss: 0.0311993 | val_loss: 0.0311943 | Time: 2051.1 ms [2022-04-18 20:28:55 main:574] : INFO : Epoch 1860 | loss: 0.0311991 | val_loss: 0.0311948 | Time: 2050.61 ms [2022-04-18 20:28:57 main:574] : INFO : Epoch 1861 | loss: 0.0311996 | val_loss: 0.0311948 | Time: 2048.22 ms [2022-04-18 20:28:59 main:574] : INFO : Epoch 1862 | loss: 0.0311993 | val_loss: 0.0311941 | Time: 2053.98 ms [2022-04-18 20:29:01 main:574] : INFO : Epoch 1863 | loss: 0.031199 | val_loss: 0.0311963 | Time: 2048.93 ms [2022-04-18 20:29:03 main:574] : INFO : Epoch 1864 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 2059.96 ms [2022-04-18 20:29:05 main:574] : INFO : Epoch 1865 | loss: 0.0311991 | val_loss: 0.0311965 | Time: 2030.69 ms [2022-04-18 20:29:08 main:574] : INFO : Epoch 1866 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 2050.06 ms [2022-04-18 20:29:10 main:574] : INFO : Epoch 1867 | loss: 0.0311997 | val_loss: 0.0311943 | Time: 2054.95 ms [2022-04-18 20:29:12 main:574] : INFO : Epoch 1868 | loss: 0.031199 | val_loss: 0.0311955 | Time: 2043.02 ms [2022-04-18 20:29:14 main:574] : INFO : Epoch 1869 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2047.45 ms [2022-04-18 20:29:16 main:574] : INFO : Epoch 1870 | loss: 0.0311992 | val_loss: 0.0311946 | Time: 2047.39 ms [2022-04-18 20:29:18 main:574] : INFO : Epoch 1871 | loss: 0.031199 | val_loss: 0.0311945 | Time: 2048.77 ms [2022-04-18 20:29:20 main:574] : INFO : Epoch 1872 | loss: 0.0312003 | val_loss: 0.0311963 | Time: 2056.38 ms [2022-04-18 20:29:22 main:574] : INFO : Epoch 1873 | loss: 0.0311991 | val_loss: 0.0311958 | Time: 2055.31 ms [2022-04-18 20:29:24 main:574] : INFO : Epoch 1874 | loss: 0.0311993 | val_loss: 0.0311939 | Time: 2047.2 ms [2022-04-18 20:29:27 main:574] : INFO : Epoch 1875 | loss: 0.0311992 | val_loss: 0.0311947 | Time: 2057.51 ms [2022-04-18 20:29:29 main:574] : INFO : Epoch 1876 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2049.8 ms [2022-04-18 20:29:31 main:574] : INFO : Epoch 1877 | loss: 0.031201 | val_loss: 0.0311945 | Time: 2054.38 ms [2022-04-18 20:29:33 main:574] : INFO : Epoch 1878 | loss: 0.0311997 | val_loss: 0.0311969 | Time: 2053.63 ms [2022-04-18 20:29:35 main:574] : INFO : Epoch 1879 | loss: 0.0312005 | val_loss: 0.031194 | Time: 2045.19 ms [2022-04-18 20:29:37 main:574] : INFO : Epoch 1880 | loss: 0.0311995 | val_loss: 0.0311949 | Time: 2057.77 ms [2022-04-18 20:29:39 main:574] : INFO : Epoch 1881 | loss: 0.0312005 | val_loss: 0.0311948 | Time: 2038.62 ms [2022-04-18 20:29:41 main:574] : INFO : Epoch 1882 | loss: 0.0311998 | val_loss: 0.0311957 | Time: 2049.42 ms [2022-04-18 20:29:43 main:574] : INFO : Epoch 1883 | loss: 0.0311998 | val_loss: 0.031195 | Time: 2048.65 ms [2022-04-18 20:29:45 main:574] : INFO : Epoch 1884 | loss: 0.0311993 | val_loss: 0.0311946 | Time: 2051.57 ms [2022-04-18 20:29:47 main:574] : INFO : Epoch 1885 | loss: 0.0311994 | val_loss: 0.0311939 | Time: 2041.32 ms [2022-04-18 20:29:50 main:574] : INFO : Epoch 1886 | loss: 0.0311992 | val_loss: 0.0311941 | Time: 2052.87 ms [2022-04-18 20:29:52 main:574] : INFO : Epoch 1887 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 2041.82 ms [2022-04-18 20:29:54 main:574] : INFO : Epoch 1888 | loss: 0.0312005 | val_loss: 0.0311944 | Time: 2049.4 ms [2022-04-18 20:29:56 main:574] : INFO : Epoch 1889 | loss: 0.0312001 | val_loss: 0.0311975 | Time: 2054.54 ms [2022-04-18 20:29:58 main:574] : INFO : Epoch 1890 | loss: 0.0312018 | val_loss: 0.0311955 | Time: 2053.96 ms [2022-04-18 20:30:00 main:574] : INFO : Epoch 1891 | loss: 0.0312008 | val_loss: 0.0311949 | Time: 2048.18 ms [2022-04-18 20:30:02 main:574] : INFO : Epoch 1892 | loss: 0.0312005 | val_loss: 0.031197 | Time: 2054.52 ms [2022-04-18 20:30:04 main:574] : INFO : Epoch 1893 | loss: 0.0312022 | val_loss: 0.0311963 | Time: 2054.24 ms [2022-04-18 20:30:06 main:574] : INFO : Epoch 1894 | loss: 0.0312004 | val_loss: 0.0311954 | Time: 2040.72 ms [2022-04-18 20:30:08 main:574] : INFO : Epoch 1895 | loss: 0.0311996 | val_loss: 0.0311942 | Time: 2043.05 ms [2022-04-18 20:30:11 main:574] : INFO : Epoch 1896 | loss: 0.0311997 | val_loss: 0.0311943 | Time: 2061.41 ms [2022-04-18 20:30:13 main:574] : INFO : Epoch 1897 | loss: 0.0311995 | val_loss: 0.0311958 | Time: 2052.1 ms [2022-04-18 20:30:15 main:574] : INFO : Epoch 1898 | loss: 0.0311995 | val_loss: 0.0311946 | Time: 2052.82 ms [2022-04-18 20:30:17 main:574] : INFO : Epoch 1899 | loss: 0.0311996 | val_loss: 0.0311949 | Time: 2051.35 ms [2022-04-18 20:30:19 main:574] : INFO : Epoch 1900 | loss: 0.0311995 | val_loss: 0.0311952 | Time: 2059.61 ms [2022-04-18 20:30:21 main:574] : INFO : Epoch 1901 | loss: 0.0311991 | val_loss: 0.0311941 | Time: 2052.27 ms [2022-04-18 20:30:23 main:574] : INFO : Epoch 1902 | loss: 0.0311995 | val_loss: 0.0311957 | Time: 2046.71 ms [2022-04-18 20:30:25 main:574] : INFO : Epoch 1903 | loss: 0.031201 | val_loss: 0.0311943 | Time: 2052.24 ms [2022-04-18 20:30:27 main:574] : INFO : Epoch 1904 | loss: 0.0312015 | val_loss: 0.0311971 | Time: 2052.98 ms [2022-04-18 20:30:30 main:574] : INFO : Epoch 1905 | loss: 0.0312008 | val_loss: 0.0311939 | Time: 2057.75 ms [2022-04-18 20:30:32 main:574] : INFO : Epoch 1906 | loss: 0.0311999 | val_loss: 0.031194 | Time: 2061.18 ms [2022-04-18 20:30:34 main:574] : INFO : Epoch 1907 | loss: 0.0311993 | val_loss: 0.0311943 | Time: 2044.66 ms [2022-04-18 20:30:36 main:574] : INFO : Epoch 1908 | loss: 0.0312001 | val_loss: 0.0311956 | Time: 2061.22 ms [2022-04-18 20:30:38 main:574] : INFO : Epoch 1909 | loss: 0.0311993 | val_loss: 0.0311943 | Time: 2056.28 ms [2022-04-18 20:30:40 main:574] : INFO : Epoch 1910 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2051.57 ms [2022-04-18 20:30:42 main:574] : INFO : Epoch 1911 | loss: 0.0311993 | val_loss: 0.0311961 | Time: 2041.69 ms [2022-04-18 20:30:44 main:574] : INFO : Epoch 1912 | loss: 0.0312006 | val_loss: 0.0311969 | Time: 2044.49 ms [2022-04-18 20:30:46 main:574] : INFO : Epoch 1913 | loss: 0.0312003 | val_loss: 0.0311941 | Time: 2046.71 ms [2022-04-18 20:30:49 main:574] : INFO : Epoch 1914 | loss: 0.0312001 | val_loss: 0.0311944 | Time: 2059.85 ms [2022-04-18 20:30:51 main:574] : INFO : Epoch 1915 | loss: 0.0311996 | val_loss: 0.0311942 | Time: 2048.65 ms [2022-04-18 20:30:53 main:574] : INFO : Epoch 1916 | loss: 0.0311993 | val_loss: 0.0311945 | Time: 2050.28 ms [2022-04-18 20:30:55 main:574] : INFO : Epoch 1917 | loss: 0.0311997 | val_loss: 0.0311954 | Time: 2051.09 ms [2022-04-18 20:30:57 main:574] : INFO : Epoch 1918 | loss: 0.0312024 | val_loss: 0.0311965 | Time: 2042.91 ms [2022-04-18 20:30:59 main:574] : INFO : Epoch 1919 | loss: 0.0311996 | val_loss: 0.0311941 | Time: 2048.59 ms [2022-04-18 20:31:01 main:574] : INFO : Epoch 1920 | loss: 0.0311997 | val_loss: 0.0311958 | Time: 2047.84 ms [2022-04-18 20:31:03 main:574] : INFO : Epoch 1921 | loss: 0.0312007 | val_loss: 0.0311965 | Time: 2053.32 ms [2022-04-18 20:31:05 main:574] : INFO : Epoch 1922 | loss: 0.0311996 | val_loss: 0.0311949 | Time: 2043.16 ms [2022-04-18 20:31:07 main:574] : INFO : Epoch 1923 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2044.24 ms [2022-04-18 20:31:10 main:574] : INFO : Epoch 1924 | loss: 0.0311993 | val_loss: 0.0311939 | Time: 2038.17 ms [2022-04-18 20:31:12 main:574] : INFO : Epoch 1925 | loss: 0.0312 | val_loss: 0.031195 | Time: 2061.26 ms [2022-04-18 20:31:14 main:574] : INFO : Epoch 1926 | loss: 0.0311992 | val_loss: 0.0311941 | Time: 2057.33 ms [2022-04-18 20:31:16 main:574] : INFO : Epoch 1927 | loss: 0.0311999 | val_loss: 0.0311964 | Time: 2047.87 ms [2022-04-18 20:31:18 main:574] : INFO : Epoch 1928 | loss: 0.0312007 | val_loss: 0.0311973 | Time: 2052.2 ms [2022-04-18 20:31:20 main:574] : INFO : Epoch 1929 | loss: 0.0312014 | val_loss: 0.0311947 | Time: 2043.13 ms [2022-04-18 20:31:22 main:574] : INFO : Epoch 1930 | loss: 0.0312002 | val_loss: 0.031195 | Time: 2052.97 ms [2022-04-18 20:31:24 main:574] : INFO : Epoch 1931 | loss: 0.0312002 | val_loss: 0.0311947 | Time: 2047.85 ms [2022-04-18 20:31:26 main:574] : INFO : Epoch 1932 | loss: 0.0311997 | val_loss: 0.031195 | Time: 2051.47 ms [2022-04-18 20:31:29 main:574] : INFO : Epoch 1933 | loss: 0.0311998 | val_loss: 0.0311941 | Time: 2044.53 ms [2022-04-18 20:31:31 main:574] : INFO : Epoch 1934 | loss: 0.0312003 | val_loss: 0.0311949 | Time: 2050.05 ms [2022-04-18 20:31:33 main:574] : INFO : Epoch 1935 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2047.54 ms [2022-04-18 20:31:35 main:574] : INFO : Epoch 1936 | loss: 0.0311996 | val_loss: 0.0311949 | Time: 2049.02 ms [2022-04-18 20:31:37 main:574] : INFO : Epoch 1937 | loss: 0.0312015 | val_loss: 0.031196 | Time: 2052.81 ms [2022-04-18 20:31:39 main:574] : INFO : Epoch 1938 | loss: 0.0312013 | val_loss: 0.031196 | Time: 2041.15 ms [2022-04-18 20:31:41 main:574] : INFO : Epoch 1939 | loss: 0.0312021 | val_loss: 0.0311984 | Time: 2058.61 ms [2022-04-18 20:31:43 main:574] : INFO : Epoch 1940 | loss: 0.0312019 | val_loss: 0.0311969 | Time: 2052.74 ms [2022-04-18 20:31:45 main:574] : INFO : Epoch 1941 | loss: 0.0312003 | val_loss: 0.0311953 | Time: 2049.9 ms [2022-04-18 20:31:47 main:574] : INFO : Epoch 1942 | loss: 0.0311999 | val_loss: 0.0311984 | Time: 2040.37 ms [2022-04-18 20:31:50 main:574] : INFO : Epoch 1943 | loss: 0.0312018 | val_loss: 0.0311959 | Time: 2040.22 ms [2022-04-18 20:31:52 main:574] : INFO : Epoch 1944 | loss: 0.0312003 | val_loss: 0.0311941 | Time: 2034.28 ms [2022-04-18 20:31:54 main:574] : INFO : Epoch 1945 | loss: 0.031199 | val_loss: 0.0311957 | Time: 2043.01 ms [2022-04-18 20:31:56 main:574] : INFO : Epoch 1946 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 2052.22 ms [2022-04-18 20:31:58 main:574] : INFO : Epoch 1947 | loss: 0.0312008 | val_loss: 0.0311947 | Time: 2051.63 ms [2022-04-18 20:32:00 main:574] : INFO : Epoch 1948 | loss: 0.0311999 | val_loss: 0.0311939 | Time: 2048.65 ms [2022-04-18 20:32:02 main:574] : INFO : Epoch 1949 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2062.18 ms [2022-04-18 20:32:04 main:574] : INFO : Epoch 1950 | loss: 0.031201 | val_loss: 0.0311993 | Time: 2055.36 ms [2022-04-18 20:32:06 main:574] : INFO : Epoch 1951 | loss: 0.0312003 | val_loss: 0.0311974 | Time: 2042.43 ms [2022-04-18 20:32:09 main:574] : INFO : Epoch 1952 | loss: 0.0312 | val_loss: 0.0311961 | Time: 2052.79 ms [2022-04-18 20:32:11 main:574] : INFO : Epoch 1953 | loss: 0.0311992 | val_loss: 0.0311947 | Time: 2043.8 ms [2022-04-18 20:32:13 main:574] : INFO : Epoch 1954 | loss: 0.0311997 | val_loss: 0.0311962 | Time: 2057.03 ms [2022-04-18 20:32:15 main:574] : INFO : Epoch 1955 | loss: 0.0312007 | val_loss: 0.0311941 | Time: 2052.06 ms [2022-04-18 20:32:17 main:574] : INFO : Epoch 1956 | loss: 0.0311995 | val_loss: 0.0311942 | Time: 2034.78 ms [2022-04-18 20:32:19 main:574] : INFO : Epoch 1957 | loss: 0.031199 | val_loss: 0.0311965 | Time: 2037.7 ms [2022-04-18 20:32:21 main:574] : INFO : Epoch 1958 | loss: 0.0311997 | val_loss: 0.0311948 | Time: 2038.95 ms [2022-04-18 20:32:23 main:574] : INFO : Epoch 1959 | loss: 0.0311991 | val_loss: 0.0311941 | Time: 2058.72 ms [2022-04-18 20:32:25 main:574] : INFO : Epoch 1960 | loss: 0.0311992 | val_loss: 0.0311944 | Time: 2044.88 ms [2022-04-18 20:32:28 main:574] : INFO : Epoch 1961 | loss: 0.0311999 | val_loss: 0.0311938 | Time: 2049.83 ms [2022-04-18 20:32:30 main:574] : INFO : Epoch 1962 | loss: 0.0312025 | val_loss: 0.0311948 | Time: 2045.82 ms [2022-04-18 20:32:32 main:574] : INFO : Epoch 1963 | loss: 0.031201 | val_loss: 0.0311964 | Time: 2061.22 ms [2022-04-18 20:32:34 main:574] : INFO : Epoch 1964 | loss: 0.0312 | val_loss: 0.031196 | Time: 2058.73 ms [2022-04-18 20:32:36 main:574] : INFO : Epoch 1965 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 2052.42 ms [2022-04-18 20:32:38 main:574] : INFO : Epoch 1966 | loss: 0.0311989 | val_loss: 0.0311943 | Time: 2033.9 ms [2022-04-18 20:32:40 main:574] : INFO : Epoch 1967 | loss: 0.0311998 | val_loss: 0.0311951 | Time: 2041.4 ms [2022-04-18 20:32:42 main:574] : INFO : Epoch 1968 | loss: 0.0312 | val_loss: 0.0311964 | Time: 2048.65 ms [2022-04-18 20:32:44 main:574] : INFO : Epoch 1969 | loss: 0.0312004 | val_loss: 0.0311962 | Time: 2053.9 ms [2022-04-18 20:32:47 main:574] : INFO : Epoch 1970 | loss: 0.0312006 | val_loss: 0.0311951 | Time: 2057.27 ms [2022-04-18 20:32:49 main:574] : INFO : Epoch 1971 | loss: 0.0311998 | val_loss: 0.0311942 | Time: 2054.39 ms [2022-04-18 20:32:51 main:574] : INFO : Epoch 1972 | loss: 0.0311992 | val_loss: 0.0311943 | Time: 2056.94 ms [2022-04-18 20:32:53 main:574] : INFO : Epoch 1973 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2061.48 ms [2022-04-18 20:32:55 main:574] : INFO : Epoch 1974 | loss: 0.031199 | val_loss: 0.031194 | Time: 2050.97 ms [2022-04-18 20:32:57 main:574] : INFO : Epoch 1975 | loss: 0.0311999 | val_loss: 0.0311941 | Time: 2045.85 ms [2022-04-18 20:32:59 main:574] : INFO : Epoch 1976 | loss: 0.0311999 | val_loss: 0.0311956 | Time: 2045.01 ms [2022-04-18 20:33:01 main:574] : INFO : Epoch 1977 | loss: 0.0311997 | val_loss: 0.031194 | Time: 2051.22 ms [2022-04-18 20:33:03 main:574] : INFO : Epoch 1978 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2046.96 ms [2022-04-18 20:33:05 main:574] : INFO : Epoch 1979 | loss: 0.0311998 | val_loss: 0.0311945 | Time: 2046.75 ms [2022-04-18 20:33:08 main:574] : INFO : Epoch 1980 | loss: 0.0312002 | val_loss: 0.0311943 | Time: 2059.17 ms [2022-04-18 20:33:10 main:574] : INFO : Epoch 1981 | loss: 0.0311992 | val_loss: 0.0311944 | Time: 2061.08 ms [2022-04-18 20:33:12 main:574] : INFO : Epoch 1982 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2045.85 ms [2022-04-18 20:33:14 main:574] : INFO : Epoch 1983 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2062.04 ms [2022-04-18 20:33:16 main:574] : INFO : Epoch 1984 | loss: 0.031199 | val_loss: 0.0311956 | Time: 2062.66 ms [2022-04-18 20:33:18 main:574] : INFO : Epoch 1985 | loss: 0.0311998 | val_loss: 0.0311946 | Time: 2053.44 ms [2022-04-18 20:33:20 main:574] : INFO : Epoch 1986 | loss: 0.0312005 | val_loss: 0.0311946 | Time: 2074.9 ms [2022-04-18 20:33:22 main:574] : INFO : Epoch 1987 | loss: 0.0312002 | val_loss: 0.0311947 | Time: 2050.62 ms [2022-04-18 20:33:25 main:574] : INFO : Epoch 1988 | loss: 0.0311997 | val_loss: 0.0311951 | Time: 2054.46 ms [2022-04-18 20:33:27 main:574] : INFO : Epoch 1989 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2053 ms [2022-04-18 20:33:29 main:574] : INFO : Epoch 1990 | loss: 0.0311997 | val_loss: 0.0311945 | Time: 2044.93 ms [2022-04-18 20:33:31 main:574] : INFO : Epoch 1991 | loss: 0.0312005 | val_loss: 0.0311958 | Time: 2056.51 ms [2022-04-18 20:33:33 main:574] : INFO : Epoch 1992 | loss: 0.0311993 | val_loss: 0.0311961 | Time: 2059.93 ms [2022-04-18 20:33:35 main:574] : INFO : Epoch 1993 | loss: 0.0312005 | val_loss: 0.0311944 | Time: 2033.26 ms [2022-04-18 20:33:37 main:574] : INFO : Epoch 1994 | loss: 0.0311992 | val_loss: 0.0311949 | Time: 2053.42 ms [2022-04-18 20:33:39 main:574] : INFO : Epoch 1995 | loss: 0.0311991 | val_loss: 0.031194 | Time: 2053.7 ms [2022-04-18 20:33:41 main:574] : INFO : Epoch 1996 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2044.36 ms [2022-04-18 20:33:43 main:574] : INFO : Epoch 1997 | loss: 0.031199 | val_loss: 0.0311946 | Time: 2036.49 ms [2022-04-18 20:33:46 main:574] : INFO : Epoch 1998 | loss: 0.0311993 | val_loss: 0.0311952 | Time: 2047.23 ms [2022-04-18 20:33:48 main:574] : INFO : Epoch 1999 | loss: 0.0311996 | val_loss: 0.0311943 | Time: 2040.49 ms [2022-04-18 20:33:50 main:574] : INFO : Epoch 2000 | loss: 0.0311996 | val_loss: 0.0311959 | Time: 2039.48 ms [2022-04-18 20:33:52 main:574] : INFO : Epoch 2001 | loss: 0.0312 | val_loss: 0.0311964 | Time: 2048.03 ms [2022-04-18 20:33:54 main:574] : INFO : Epoch 2002 | loss: 0.0312 | val_loss: 0.0311946 | Time: 2041.44 ms [2022-04-18 20:33:56 main:574] : INFO : Epoch 2003 | loss: 0.031203 | val_loss: 0.0312194 | Time: 2052.42 ms [2022-04-18 20:33:58 main:574] : INFO : Epoch 2004 | loss: 0.0313488 | val_loss: 0.0315545 | Time: 2045.58 ms [2022-04-18 20:34:00 main:574] : INFO : Epoch 2005 | loss: 0.0382208 | val_loss: 0.0337986 | Time: 2046.57 ms [2022-04-18 20:34:02 main:574] : INFO : Epoch 2006 | loss: 0.0322212 | val_loss: 0.0315982 | Time: 2053.46 ms [2022-04-18 20:34:04 main:574] : INFO : Epoch 2007 | loss: 0.0313407 | val_loss: 0.0312598 | Time: 2057.69 ms [2022-04-18 20:34:07 main:574] : INFO : Epoch 2008 | loss: 0.0312422 | val_loss: 0.0312186 | Time: 2044.67 ms [2022-04-18 20:34:09 main:574] : INFO : Epoch 2009 | loss: 0.0312135 | val_loss: 0.0312028 | Time: 2042.52 ms [2022-04-18 20:34:11 main:574] : INFO : Epoch 2010 | loss: 0.0312054 | val_loss: 0.0311979 | Time: 2048.8 ms [2022-04-18 20:34:13 main:574] : INFO : Epoch 2011 | loss: 0.0312024 | val_loss: 0.0311966 | Time: 2048.51 ms [2022-04-18 20:34:15 main:574] : INFO : Epoch 2012 | loss: 0.0312019 | val_loss: 0.0311961 | Time: 2052.7 ms [2022-04-18 20:34:17 main:574] : INFO : Epoch 2013 | loss: 0.0312011 | val_loss: 0.0311954 | Time: 2052.86 ms [2022-04-18 20:34:19 main:574] : INFO : Epoch 2014 | loss: 0.0312007 | val_loss: 0.0311952 | Time: 2034.77 ms [2022-04-18 20:34:21 main:574] : INFO : Epoch 2015 | loss: 0.0312002 | val_loss: 0.0311949 | Time: 2048.12 ms [2022-04-18 20:34:23 main:574] : INFO : Epoch 2016 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 2062.97 ms [2022-04-18 20:34:26 main:574] : INFO : Epoch 2017 | loss: 0.0312005 | val_loss: 0.0311951 | Time: 2040.18 ms [2022-04-18 20:34:28 main:574] : INFO : Epoch 2018 | loss: 0.0311999 | val_loss: 0.0311952 | Time: 2046.1 ms [2022-04-18 20:34:30 main:574] : INFO : Epoch 2019 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 2045.85 ms [2022-04-18 20:34:32 main:574] : INFO : Epoch 2020 | loss: 0.0311996 | val_loss: 0.0311946 | Time: 2053.74 ms [2022-04-18 20:34:34 main:574] : INFO : Epoch 2021 | loss: 0.0311998 | val_loss: 0.0311946 | Time: 2056.82 ms [2022-04-18 20:34:36 main:574] : INFO : Epoch 2022 | loss: 0.0311996 | val_loss: 0.0311942 | Time: 2036.93 ms [2022-04-18 20:34:38 main:574] : INFO : Epoch 2023 | loss: 0.0311996 | val_loss: 0.0311947 | Time: 2044.2 ms [2022-04-18 20:34:40 main:574] : INFO : Epoch 2024 | loss: 0.0311994 | val_loss: 0.0311945 | Time: 2035.71 ms [2022-04-18 20:34:42 main:574] : INFO : Epoch 2025 | loss: 0.0311997 | val_loss: 0.0311945 | Time: 2047.9 ms [2022-04-18 20:34:44 main:574] : INFO : Epoch 2026 | loss: 0.0311995 | val_loss: 0.0311942 | Time: 2052.88 ms [2022-04-18 20:34:47 main:574] : INFO : Epoch 2027 | loss: 0.0311994 | val_loss: 0.0311943 | Time: 2056.79 ms [2022-04-18 20:34:49 main:574] : INFO : Epoch 2028 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2049.38 ms [2022-04-18 20:34:51 main:574] : INFO : Epoch 2029 | loss: 0.0311993 | val_loss: 0.0311941 | Time: 2043.8 ms [2022-04-18 20:34:53 main:574] : INFO : Epoch 2030 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2042.41 ms [2022-04-18 20:34:55 main:574] : INFO : Epoch 2031 | loss: 0.0311993 | val_loss: 0.0311942 | Time: 2042.67 ms [2022-04-18 20:34:57 main:574] : INFO : Epoch 2032 | loss: 0.0311996 | val_loss: 0.0311958 | Time: 2049.43 ms [2022-04-18 20:34:59 main:574] : INFO : Epoch 2033 | loss: 0.0312001 | val_loss: 0.0311942 | Time: 2051.52 ms [2022-04-18 20:35:01 main:574] : INFO : Epoch 2034 | loss: 0.0311994 | val_loss: 0.0311942 | Time: 2057.36 ms [2022-04-18 20:35:03 main:574] : INFO : Epoch 2035 | loss: 0.0312003 | val_loss: 0.031194 | Time: 2050.17 ms [2022-04-18 20:35:06 main:574] : INFO : Epoch 2036 | loss: 0.0311999 | val_loss: 0.0311951 | Time: 2043.1 ms [2022-04-18 20:35:08 main:574] : INFO : Epoch 2037 | loss: 0.0312 | val_loss: 0.0311947 | Time: 2047.63 ms [2022-04-18 20:35:10 main:574] : INFO : Epoch 2038 | loss: 0.0312 | val_loss: 0.0311949 | Time: 2061.18 ms [2022-04-18 20:35:12 main:574] : INFO : Epoch 2039 | loss: 0.0311997 | val_loss: 0.031195 | Time: 2048.71 ms [2022-04-18 20:35:14 main:574] : INFO : Epoch 2040 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2051.87 ms [2022-04-18 20:35:16 main:574] : INFO : Epoch 2041 | loss: 0.031199 | val_loss: 0.0311942 | Time: 2046.18 ms [2022-04-18 20:35:18 main:574] : INFO : Epoch 2042 | loss: 0.0311995 | val_loss: 0.0311944 | Time: 2060.65 ms [2022-04-18 20:35:20 main:574] : INFO : Epoch 2043 | loss: 0.0311991 | val_loss: 0.031194 | Time: 2037.71 ms [2022-04-18 20:35:22 main:574] : INFO : Epoch 2044 | loss: 0.0311991 | val_loss: 0.0311942 | Time: 2049.37 ms [2022-04-18 20:35:24 main:574] : INFO : Epoch 2045 | loss: 0.031199 | val_loss: 0.0311942 | Time: 2047.46 ms [2022-04-18 20:35:27 main:574] : INFO : Epoch 2046 | loss: 0.0311991 | val_loss: 0.0311944 | Time: 2048.82 ms [2022-04-18 20:35:29 main:574] : INFO : Epoch 2047 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2050.36 ms [2022-04-18 20:35:31 main:574] : INFO : Epoch 2048 | loss: 0.0311992 | val_loss: 0.0311946 | Time: 2060.97 ms [2022-04-18 20:35:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311946 [2022-04-18 20:35:31 main:603] : INFO : Saving end state to config to file [2022-04-18 20:35:31 main:608] : INFO : Success, exiting.. 20:35:31 (13728): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)