Task 14624269
| Name | ParityModified-1647045201-25950-3-0_1 |
| Workunit | 11544103 |
| Created | 18 Apr 2022, 22:13:33 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 21 Apr 2022, 12:43:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 16 min 30 sec |
| CPU time | 1 hours 16 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312003 | val_loss: 0.031205 | Time: 2161.52 ms
[2022-04-21 13:22:40 main:581] : INFO : Epoch 1539 | loss: 0.0311993 | val_loss: 0.0312059 | Time: 2163.42 ms
[2022-04-21 13:22:42 main:581] : INFO : Epoch 1540 | loss: 0.0312001 | val_loss: 0.0312054 | Time: 2180.22 ms
[2022-04-21 13:22:44 main:581] : INFO : Epoch 1541 | loss: 0.0311994 | val_loss: 0.0312045 | Time: 2146.24 ms
[2022-04-21 13:22:46 main:581] : INFO : Epoch 1542 | loss: 0.0312007 | val_loss: 0.0312047 | Time: 2154.94 ms
[2022-04-21 13:22:48 main:581] : INFO : Epoch 1543 | loss: 0.0311994 | val_loss: 0.0312051 | Time: 2184.24 ms
[2022-04-21 13:22:51 main:581] : INFO : Epoch 1544 | loss: 0.0311996 | val_loss: 0.031206 | Time: 2146.48 ms
[2022-04-21 13:22:53 main:581] : INFO : Epoch 1545 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 2115.52 ms
[2022-04-21 13:22:55 main:581] : INFO : Epoch 1546 | loss: 0.0311994 | val_loss: 0.0312043 | Time: 2155.89 ms
[2022-04-21 13:22:57 main:581] : INFO : Epoch 1547 | loss: 0.0311987 | val_loss: 0.0312044 | Time: 2131.87 ms
[2022-04-21 13:22:59 main:581] : INFO : Epoch 1548 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 2141.92 ms
[2022-04-21 13:23:01 main:581] : INFO : Epoch 1549 | loss: 0.0312003 | val_loss: 0.0312075 | Time: 2226.42 ms
[2022-04-21 13:23:04 main:581] : INFO : Epoch 1550 | loss: 0.0312003 | val_loss: 0.0312045 | Time: 2350.91 ms
[2022-04-21 13:23:06 main:581] : INFO : Epoch 1551 | loss: 0.031199 | val_loss: 0.0312048 | Time: 2258.42 ms
[2022-04-21 13:23:08 main:581] : INFO : Epoch 1552 | loss: 0.0311995 | val_loss: 0.0312046 | Time: 2150.89 ms
[2022-04-21 13:23:10 main:581] : INFO : Epoch 1553 | loss: 0.0311984 | val_loss: 0.031204 | Time: 2157.93 ms
[2022-04-21 13:23:12 main:581] : INFO : Epoch 1554 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 2163.18 ms
[2022-04-21 13:23:15 main:581] : INFO : Epoch 1555 | loss: 0.0311986 | val_loss: 0.0312043 | Time: 2171.36 ms
[2022-04-21 13:23:17 main:581] : INFO : Epoch 1556 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 2142.69 ms
[2022-04-21 13:23:19 main:581] : INFO : Epoch 1557 | loss: 0.0311987 | val_loss: 0.0312044 | Time: 2187.35 ms
[2022-04-21 13:23:21 main:581] : INFO : Epoch 1558 | loss: 0.0311984 | val_loss: 0.0312051 | Time: 2130.82 ms
[2022-04-21 13:23:23 main:581] : INFO : Epoch 1559 | loss: 0.0311986 | val_loss: 0.0312062 | Time: 2136.35 ms
[2022-04-21 13:23:25 main:581] : INFO : Epoch 1560 | loss: 0.0311991 | val_loss: 0.031205 | Time: 2139.09 ms
[2022-04-21 13:23:28 main:581] : INFO : Epoch 1561 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 2179.41 ms
[2022-04-21 13:23:30 main:581] : INFO : Epoch 1562 | loss: 0.031199 | val_loss: 0.0312049 | Time: 2160.44 ms
[2022-04-21 13:23:32 main:581] : INFO : Epoch 1563 | loss: 0.0311991 | val_loss: 0.0312046 | Time: 2153.72 ms
[2022-04-21 13:23:34 main:581] : INFO : Epoch 1564 | loss: 0.0311986 | val_loss: 0.0312045 | Time: 2189.48 ms
[2022-04-21 13:23:36 main:581] : INFO : Epoch 1565 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 2175.57 ms
[2022-04-21 13:23:38 main:581] : INFO : Epoch 1566 | loss: 0.0311988 | val_loss: 0.0312098 | Time: 2157.98 ms
[2022-04-21 13:23:41 main:581] : INFO : Epoch 1567 | loss: 0.0312005 | val_loss: 0.0312111 | Time: 2151.57 ms
[2022-04-21 13:23:43 main:581] : INFO : Epoch 1568 | loss: 0.0312023 | val_loss: 0.0312157 | Time: 2136.5 ms
[2022-04-21 13:23:45 main:581] : INFO : Epoch 1569 | loss: 0.0312022 | val_loss: 0.0312051 | Time: 2170.19 ms
[2022-04-21 13:23:47 main:581] : INFO : Epoch 1570 | loss: 0.0311987 | val_loss: 0.0312071 | Time: 2166.82 ms
[2022-04-21 13:23:49 main:581] : INFO : Epoch 1571 | loss: 0.0311984 | val_loss: 0.0312056 | Time: 2145.31 ms
[2022-04-21 13:23:51 main:581] : INFO : Epoch 1572 | loss: 0.0311984 | val_loss: 0.0312064 | Time: 2170.99 ms
[2022-04-21 13:23:53 main:581] : INFO : Epoch 1573 | loss: 0.0311989 | val_loss: 0.031205 | Time: 2138.43 ms
[2022-04-21 13:23:56 main:581] : INFO : Epoch 1574 | loss: 0.0311977 | val_loss: 0.0312052 | Time: 2143.08 ms
[2022-04-21 13:23:58 main:581] : INFO : Epoch 1575 | loss: 0.0311976 | val_loss: 0.031205 | Time: 2135.54 ms
[2022-04-21 13:24:00 main:581] : INFO : Epoch 1576 | loss: 0.0311976 | val_loss: 0.0312046 | Time: 2156.49 ms
[2022-04-21 13:24:02 main:581] : INFO : Epoch 1577 | loss: 0.031198 | val_loss: 0.0312041 | Time: 2168.42 ms
[2022-04-21 13:24:04 main:581] : INFO : Epoch 1578 | loss: 0.0311983 | val_loss: 0.0312038 | Time: 2170.37 ms
[2022-04-21 13:24:06 main:581] : INFO : Epoch 1579 | loss: 0.0311982 | val_loss: 0.031204 | Time: 2236.04 ms
[2022-04-21 13:24:09 main:581] : INFO : Epoch 1580 | loss: 0.0311979 | val_loss: 0.0312073 | Time: 2245.19 ms
[2022-04-21 13:24:11 main:581] : INFO : Epoch 1581 | loss: 0.0311984 | val_loss: 0.0312057 | Time: 2137.25 ms
[2022-04-21 13:24:13 main:581] : INFO : Epoch 1582 | loss: 0.031197 | val_loss: 0.031204 | Time: 2190.28 ms
[2022-04-21 13:24:15 main:581] : INFO : Epoch 1583 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 2165.37 ms
[2022-04-21 13:24:17 main:581] : INFO : Epoch 1584 | loss: 0.031197 | val_loss: 0.0312073 | Time: 2136.42 ms
[2022-04-21 13:24:20 main:581] : INFO : Epoch 1585 | loss: 0.0311982 | val_loss: 0.0312039 | Time: 2169.25 ms
[2022-04-21 13:24:22 main:581] : INFO : Epoch 1586 | loss: 0.031197 | val_loss: 0.0312052 | Time: 2169.17 ms
[2022-04-21 13:24:24 main:581] : INFO : Epoch 1587 | loss: 0.0311966 | val_loss: 0.0312042 | Time: 2146.81 ms
[2022-04-21 13:24:26 main:581] : INFO : Epoch 1588 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 2146.61 ms
[2022-04-21 13:24:28 main:581] : INFO : Epoch 1589 | loss: 0.0311973 | val_loss: 0.0312034 | Time: 2151.72 ms
[2022-04-21 13:24:30 main:581] : INFO : Epoch 1590 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 2167.45 ms
[2022-04-21 13:24:32 main:581] : INFO : Epoch 1591 | loss: 0.031198 | val_loss: 0.031204 | Time: 2147.52 ms
[2022-04-21 13:24:35 main:581] : INFO : Epoch 1592 | loss: 0.0311979 | val_loss: 0.0312102 | Time: 2135.29 ms
[2022-04-21 13:24:37 main:581] : INFO : Epoch 1593 | loss: 0.0311988 | val_loss: 0.031205 | Time: 2144.14 ms
[2022-04-21 13:24:39 main:581] : INFO : Epoch 1594 | loss: 0.0311972 | val_loss: 0.031206 | Time: 2144.16 ms
[2022-04-21 13:24:41 main:581] : INFO : Epoch 1595 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 2203.55 ms
[2022-04-21 13:24:43 main:581] : INFO : Epoch 1596 | loss: 0.0311963 | val_loss: 0.0312024 | Time: 2201.62 ms
[2022-04-21 13:24:45 main:581] : INFO : Epoch 1597 | loss: 0.0311982 | val_loss: 0.0312037 | Time: 2202.32 ms
[2022-04-21 13:24:48 main:581] : INFO : Epoch 1598 | loss: 0.0311971 | val_loss: 0.0312032 | Time: 2133.72 ms
[2022-04-21 13:24:50 main:581] : INFO : Epoch 1599 | loss: 0.031198 | val_loss: 0.0312082 | Time: 2186.39 ms
[2022-04-21 13:24:52 main:581] : INFO : Epoch 1600 | loss: 0.0311971 | val_loss: 0.0312039 | Time: 2150.6 ms
[2022-04-21 13:24:54 main:581] : INFO : Epoch 1601 | loss: 0.0311979 | val_loss: 0.0312073 | Time: 2176.77 ms
[2022-04-21 13:24:56 main:581] : INFO : Epoch 1602 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 2176.48 ms
[2022-04-21 13:24:58 main:581] : INFO : Epoch 1603 | loss: 0.0311966 | val_loss: 0.0312041 | Time: 2174.46 ms
[2022-04-21 13:25:01 main:581] : INFO : Epoch 1604 | loss: 0.031197 | val_loss: 0.0312039 | Time: 2196.6 ms
[2022-04-21 13:25:03 main:581] : INFO : Epoch 1605 | loss: 0.0311969 | val_loss: 0.031206 | Time: 2161.57 ms
[2022-04-21 13:25:05 main:581] : INFO : Epoch 1606 | loss: 0.0311965 | val_loss: 0.0312026 | Time: 2202.97 ms
[2022-04-21 13:25:07 main:581] : INFO : Epoch 1607 | loss: 0.0311965 | val_loss: 0.0312036 | Time: 2183.8 ms
[2022-04-21 13:25:09 main:581] : INFO : Epoch 1608 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 2143.21 ms
[2022-04-21 13:25:12 main:581] : INFO : Epoch 1609 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 2152.26 ms
[2022-04-21 13:25:14 main:581] : INFO : Epoch 1610 | loss: 0.0311978 | val_loss: 0.0312034 | Time: 2195.58 ms
[2022-04-21 13:25:16 main:581] : INFO : Epoch 1611 | loss: 0.0311964 | val_loss: 0.0312115 | Time: 2156.26 ms
[2022-04-21 13:25:18 main:581] : INFO : Epoch 1612 | loss: 0.0311984 | val_loss: 0.0312043 | Time: 2125.37 ms
[2022-04-21 13:25:20 main:581] : INFO : Epoch 1613 | loss: 0.0311969 | val_loss: 0.031203 | Time: 2178.45 ms
[2022-04-21 13:25:22 main:581] : INFO : Epoch 1614 | loss: 0.0311967 | val_loss: 0.0312082 | Time: 2154.62 ms
[2022-04-21 13:25:25 main:581] : INFO : Epoch 1615 | loss: 0.0311968 | val_loss: 0.0312068 | Time: 2186.5 ms
[2022-04-21 13:25:27 main:581] : INFO : Epoch 1616 | loss: 0.0311962 | val_loss: 0.0312071 | Time: 2161.25 ms
[2022-04-21 13:25:29 main:581] : INFO : Epoch 1617 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 2164.72 ms
[2022-04-21 13:25:31 main:581] : INFO : Epoch 1618 | loss: 0.0311983 | val_loss: 0.0312049 | Time: 2171.88 ms
[2022-04-21 13:25:33 main:581] : INFO : Epoch 1619 | loss: 0.0311967 | val_loss: 0.0312038 | Time: 2165.41 ms
[2022-04-21 13:25:35 main:581] : INFO : Epoch 1620 | loss: 0.0311965 | val_loss: 0.0312072 | Time: 2192.19 ms
[2022-04-21 13:25:38 main:581] : INFO : Epoch 1621 | loss: 0.0311977 | val_loss: 0.0312069 | Time: 2184.36 ms
[2022-04-21 13:25:40 main:581] : INFO : Epoch 1622 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 2190.72 ms
[2022-04-21 13:25:42 main:581] : INFO : Epoch 1623 | loss: 0.0311978 | val_loss: 0.0312101 | Time: 2195.24 ms
[2022-04-21 13:25:44 main:581] : INFO : Epoch 1624 | loss: 0.0312001 | val_loss: 0.0312118 | Time: 2146.11 ms
[2022-04-21 13:25:46 main:581] : INFO : Epoch 1625 | loss: 0.0311987 | val_loss: 0.0312069 | Time: 2177.4 ms
[2022-04-21 13:25:48 main:581] : INFO : Epoch 1626 | loss: 0.0311973 | val_loss: 0.0312037 | Time: 2182.97 ms
[2022-04-21 13:25:51 main:581] : INFO : Epoch 1627 | loss: 0.031195 | val_loss: 0.031206 | Time: 2163.94 ms
[2022-04-21 13:25:53 main:581] : INFO : Epoch 1628 | loss: 0.0311945 | val_loss: 0.0312044 | Time: 2199.29 ms
[2022-04-21 13:25:55 main:581] : INFO : Epoch 1629 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 2197.53 ms
[2022-04-21 13:25:57 main:581] : INFO : Epoch 1630 | loss: 0.0311942 | val_loss: 0.0312041 | Time: 2157.36 ms
[2022-04-21 13:25:59 main:581] : INFO : Epoch 1631 | loss: 0.0311943 | val_loss: 0.031204 | Time: 2175.57 ms
[2022-04-21 13:26:02 main:581] : INFO : Epoch 1632 | loss: 0.0311951 | val_loss: 0.031204 | Time: 2199.16 ms
[2022-04-21 13:26:04 main:581] : INFO : Epoch 1633 | loss: 0.0311969 | val_loss: 0.0312123 | Time: 2178.65 ms
[2022-04-21 13:26:06 main:581] : INFO : Epoch 1634 | loss: 0.0311963 | val_loss: 0.0312043 | Time: 2182.99 ms
[2022-04-21 13:26:08 main:581] : INFO : Epoch 1635 | loss: 0.0311966 | val_loss: 0.0312036 | Time: 2192.01 ms
[2022-04-21 13:26:10 main:581] : INFO : Epoch 1636 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 2193.24 ms
[2022-04-21 13:26:12 main:581] : INFO : Epoch 1637 | loss: 0.0311944 | val_loss: 0.0312037 | Time: 2177.32 ms
[2022-04-21 13:26:15 main:581] : INFO : Epoch 1638 | loss: 0.0311958 | val_loss: 0.0312079 | Time: 2200.1 ms
[2022-04-21 13:26:17 main:581] : INFO : Epoch 1639 | loss: 0.0311966 | val_loss: 0.0312052 | Time: 2170.32 ms
[2022-04-21 13:26:19 main:581] : INFO : Epoch 1640 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 2178.43 ms
[2022-04-21 13:26:21 main:581] : INFO : Epoch 1641 | loss: 0.0311946 | val_loss: 0.0312054 | Time: 2177.08 ms
[2022-04-21 13:26:23 main:581] : INFO : Epoch 1642 | loss: 0.0311945 | val_loss: 0.0312042 | Time: 2156.88 ms
[2022-04-21 13:26:26 main:581] : INFO : Epoch 1643 | loss: 0.0311939 | val_loss: 0.031205 | Time: 2152.64 ms
[2022-04-21 13:26:28 main:581] : INFO : Epoch 1644 | loss: 0.0311942 | val_loss: 0.031206 | Time: 2213.8 ms
[2022-04-21 13:26:30 main:581] : INFO : Epoch 1645 | loss: 0.0311946 | val_loss: 0.0312044 | Time: 2173.07 ms
[2022-04-21 13:26:32 main:581] : INFO : Epoch 1646 | loss: 0.0311935 | val_loss: 0.0312047 | Time: 2201.26 ms
[2022-04-21 13:26:34 main:581] : INFO : Epoch 1647 | loss: 0.0311944 | val_loss: 0.0312053 | Time: 2166.1 ms
[2022-04-21 13:26:36 main:581] : INFO : Epoch 1648 | loss: 0.0311937 | val_loss: 0.0312039 | Time: 2191.67 ms
[2022-04-21 13:26:39 main:581] : INFO : Epoch 1649 | loss: 0.0311941 | val_loss: 0.0312036 | Time: 2177.82 ms
[2022-04-21 13:26:41 main:581] : INFO : Epoch 1650 | loss: 0.0311953 | val_loss: 0.031204 | Time: 2155.92 ms
[2022-04-21 13:26:43 main:581] : INFO : Epoch 1651 | loss: 0.0311943 | val_loss: 0.0312042 | Time: 2172.92 ms
[2022-04-21 13:26:45 main:581] : INFO : Epoch 1652 | loss: 0.0311948 | val_loss: 0.0312061 | Time: 2161.82 ms
[2022-04-21 13:26:47 main:581] : INFO : Epoch 1653 | loss: 0.0311963 | val_loss: 0.0312062 | Time: 2167.48 ms
[2022-04-21 13:26:49 main:581] : INFO : Epoch 1654 | loss: 0.0311966 | val_loss: 0.0312062 | Time: 2148.43 ms
[2022-04-21 13:26:52 main:581] : INFO : Epoch 1655 | loss: 0.0311953 | val_loss: 0.0312055 | Time: 2158.86 ms
[2022-04-21 13:26:54 main:581] : INFO : Epoch 1656 | loss: 0.0311945 | val_loss: 0.0312037 | Time: 2154.36 ms
[2022-04-21 13:26:56 main:581] : INFO : Epoch 1657 | loss: 0.0311937 | val_loss: 0.0312042 | Time: 2193.74 ms
[2022-04-21 13:26:58 main:581] : INFO : Epoch 1658 | loss: 0.0311932 | val_loss: 0.0312047 | Time: 2188.61 ms
[2022-04-21 13:27:00 main:581] : INFO : Epoch 1659 | loss: 0.0311942 | val_loss: 0.0312085 | Time: 2191.26 ms
[2022-04-21 13:27:03 main:581] : INFO : Epoch 1660 | loss: 0.0311956 | val_loss: 0.0312088 | Time: 2185.69 ms
[2022-04-21 13:27:05 main:581] : INFO : Epoch 1661 | loss: 0.0311981 | val_loss: 0.0312043 | Time: 2158.56 ms
[2022-04-21 13:27:07 main:581] : INFO : Epoch 1662 | loss: 0.0311962 | val_loss: 0.0312061 | Time: 2145.52 ms
[2022-04-21 13:27:09 main:581] : INFO : Epoch 1663 | loss: 0.0311953 | val_loss: 0.0312039 | Time: 2142.42 ms
[2022-04-21 13:27:11 main:581] : INFO : Epoch 1664 | loss: 0.0311948 | val_loss: 0.0312044 | Time: 2272.41 ms
[2022-04-21 13:27:13 main:581] : INFO : Epoch 1665 | loss: 0.0311944 | val_loss: 0.0312045 | Time: 2167.96 ms
[2022-04-21 13:27:16 main:581] : INFO : Epoch 1666 | loss: 0.0311947 | val_loss: 0.0312036 | Time: 2170.05 ms
[2022-04-21 13:27:18 main:581] : INFO : Epoch 1667 | loss: 0.0311944 | val_loss: 0.0312033 | Time: 2157.61 ms
[2022-04-21 13:27:20 main:581] : INFO : Epoch 1668 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 2148.66 ms
[2022-04-21 13:27:22 main:581] : INFO : Epoch 1669 | loss: 0.0311964 | val_loss: 0.0312075 | Time: 2192.62 ms
[2022-04-21 13:27:24 main:581] : INFO : Epoch 1670 | loss: 0.0311964 | val_loss: 0.0312054 | Time: 2179.56 ms
[2022-04-21 13:27:26 main:581] : INFO : Epoch 1671 | loss: 0.0311959 | val_loss: 0.0312044 | Time: 2146.92 ms
[2022-04-21 13:27:29 main:581] : INFO : Epoch 1672 | loss: 0.0311954 | val_loss: 0.0312043 | Time: 2157.12 ms
[2022-04-21 13:27:31 main:581] : INFO : Epoch 1673 | loss: 0.0311943 | val_loss: 0.0312043 | Time: 2153.11 ms
[2022-04-21 13:27:33 main:581] : INFO : Epoch 1674 | loss: 0.0311947 | val_loss: 0.0312028 | Time: 2191.8 ms
[2022-04-21 13:27:35 main:581] : INFO : Epoch 1675 | loss: 0.0311941 | val_loss: 0.0312038 | Time: 2204.12 ms
[2022-04-21 13:27:37 main:581] : INFO : Epoch 1676 | loss: 0.0311941 | val_loss: 0.0312072 | Time: 2159.98 ms
[2022-04-21 13:27:39 main:581] : INFO : Epoch 1677 | loss: 0.0311939 | val_loss: 0.0312044 | Time: 2196.42 ms
[2022-04-21 13:27:42 main:581] : INFO : Epoch 1678 | loss: 0.0311944 | val_loss: 0.0312049 | Time: 2214.59 ms
[2022-04-21 13:27:44 main:581] : INFO : Epoch 1679 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 2211.8 ms
[2022-04-21 13:27:46 main:581] : INFO : Epoch 1680 | loss: 0.0311958 | val_loss: 0.0312068 | Time: 2187.78 ms
[2022-04-21 13:27:48 main:581] : INFO : Epoch 1681 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 2186.95 ms
[2022-04-21 13:27:50 main:581] : INFO : Epoch 1682 | loss: 0.0311936 | val_loss: 0.0312045 | Time: 2178.38 ms
[2022-04-21 13:27:53 main:581] : INFO : Epoch 1683 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 2183.47 ms
[2022-04-21 13:27:55 main:581] : INFO : Epoch 1684 | loss: 0.0311933 | val_loss: 0.0312045 | Time: 2143.34 ms
[2022-04-21 13:27:57 main:581] : INFO : Epoch 1685 | loss: 0.0311937 | val_loss: 0.0312082 | Time: 2188.26 ms
[2022-04-21 13:27:59 main:581] : INFO : Epoch 1686 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 2186.68 ms
[2022-04-21 13:28:01 main:581] : INFO : Epoch 1687 | loss: 0.0311942 | val_loss: 0.0312073 | Time: 2210.47 ms
[2022-04-21 13:28:04 main:581] : INFO : Epoch 1688 | loss: 0.031195 | val_loss: 0.031205 | Time: 2170.37 ms
[2022-04-21 13:28:06 main:581] : INFO : Epoch 1689 | loss: 0.0311942 | val_loss: 0.0312105 | Time: 2117.07 ms
[2022-04-21 13:28:08 main:581] : INFO : Epoch 1690 | loss: 0.031196 | val_loss: 0.0312108 | Time: 2190.31 ms
[2022-04-21 13:28:10 main:581] : INFO : Epoch 1691 | loss: 0.0311948 | val_loss: 0.0312142 | Time: 2224.32 ms
[2022-04-21 13:28:12 main:581] : INFO : Epoch 1692 | loss: 0.0311961 | val_loss: 0.0312062 | Time: 2199.11 ms
[2022-04-21 13:28:14 main:581] : INFO : Epoch 1693 | loss: 0.0311953 | val_loss: 0.0312077 | Time: 2174.24 ms
[2022-04-21 13:28:17 main:581] : INFO : Epoch 1694 | loss: 0.0311948 | val_loss: 0.0312077 | Time: 2176.76 ms
[2022-04-21 13:28:19 main:581] : INFO : Epoch 1695 | loss: 0.0311935 | val_loss: 0.0312071 | Time: 2165.7 ms
[2022-04-21 13:28:21 main:581] : INFO : Epoch 1696 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 2205.23 ms
[2022-04-21 13:28:23 main:581] : INFO : Epoch 1697 | loss: 0.0311938 | val_loss: 0.0312066 | Time: 2186.81 ms
[2022-04-21 13:28:25 main:581] : INFO : Epoch 1698 | loss: 0.0311937 | val_loss: 0.0312081 | Time: 2135.59 ms
[2022-04-21 13:28:27 main:581] : INFO : Epoch 1699 | loss: 0.0311943 | val_loss: 0.0312065 | Time: 2182.99 ms
[2022-04-21 13:28:30 main:581] : INFO : Epoch 1700 | loss: 0.0311942 | val_loss: 0.0312049 | Time: 2199.04 ms
[2022-04-21 13:28:32 main:581] : INFO : Epoch 1701 | loss: 0.0311934 | val_loss: 0.0312049 | Time: 2152.21 ms
[2022-04-21 13:28:34 main:581] : INFO : Epoch 1702 | loss: 0.0311939 | val_loss: 0.0312041 | Time: 2182.79 ms
[2022-04-21 13:28:36 main:581] : INFO : Epoch 1703 | loss: 0.0311933 | val_loss: 0.031205 | Time: 2161.55 ms
[2022-04-21 13:28:38 main:581] : INFO : Epoch 1704 | loss: 0.0311948 | val_loss: 0.0312065 | Time: 2193.58 ms
[2022-04-21 13:28:41 main:581] : INFO : Epoch 1705 | loss: 0.0311946 | val_loss: 0.0312059 | Time: 2206.7 ms
[2022-04-21 13:28:43 main:581] : INFO : Epoch 1706 | loss: 0.0311951 | val_loss: 0.0312068 | Time: 2175.61 ms
[2022-04-21 13:28:45 main:581] : INFO : Epoch 1707 | loss: 0.0311933 | val_loss: 0.0312056 | Time: 2191.69 ms
[2022-04-21 13:28:47 main:581] : INFO : Epoch 1708 | loss: 0.0311924 | val_loss: 0.0312056 | Time: 2194.39 ms
[2022-04-21 13:28:49 main:581] : INFO : Epoch 1709 | loss: 0.0311929 | val_loss: 0.0312065 | Time: 2205.27 ms
[2022-04-21 13:28:52 main:581] : INFO : Epoch 1710 | loss: 0.0311936 | val_loss: 0.0312053 | Time: 2183.83 ms
[2022-04-21 13:28:54 main:581] : INFO : Epoch 1711 | loss: 0.0311928 | val_loss: 0.0312086 | Time: 2124.2 ms
[2022-04-21 13:28:56 main:581] : INFO : Epoch 1712 | loss: 0.0311933 | val_loss: 0.0312069 | Time: 2188.53 ms
[2022-04-21 13:28:58 main:581] : INFO : Epoch 1713 | loss: 0.0311926 | val_loss: 0.0312091 | Time: 2191.56 ms
[2022-04-21 13:29:00 main:581] : INFO : Epoch 1714 | loss: 0.0311942 | val_loss: 0.0312073 | Time: 2148.9 ms
[2022-04-21 13:29:02 main:581] : INFO : Epoch 1715 | loss: 0.0311929 | val_loss: 0.031207 | Time: 2173.34 ms
[2022-04-21 13:29:05 main:581] : INFO : Epoch 1716 | loss: 0.0311946 | val_loss: 0.0312087 | Time: 2176.72 ms
[2022-04-21 13:29:07 main:581] : INFO : Epoch 1717 | loss: 0.0311923 | val_loss: 0.0312111 | Time: 2171.31 ms
[2022-04-21 13:29:09 main:581] : INFO : Epoch 1718 | loss: 0.0311956 | val_loss: 0.0312092 | Time: 2195.7 ms
[2022-04-21 13:29:11 main:581] : INFO : Epoch 1719 | loss: 0.0311968 | val_loss: 0.0312056 | Time: 2199.14 ms
[2022-04-21 13:29:13 main:581] : INFO : Epoch 1720 | loss: 0.0311971 | val_loss: 0.0312064 | Time: 2146.81 ms
[2022-04-21 13:29:15 main:581] : INFO : Epoch 1721 | loss: 0.031196 | val_loss: 0.0312049 | Time: 2154.85 ms
[2022-04-21 13:29:18 main:581] : INFO : Epoch 1722 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 2157.31 ms
[2022-04-21 13:29:20 main:581] : INFO : Epoch 1723 | loss: 0.0311942 | val_loss: 0.0312044 | Time: 2133.43 ms
[2022-04-21 13:29:22 main:581] : INFO : Epoch 1724 | loss: 0.0311945 | val_loss: 0.0312048 | Time: 2188.55 ms
[2022-04-21 13:29:24 main:581] : INFO : Epoch 1725 | loss: 0.0311945 | val_loss: 0.0312047 | Time: 2202.47 ms
[2022-04-21 13:29:26 main:581] : INFO : Epoch 1726 | loss: 0.0311938 | val_loss: 0.0312042 | Time: 2160.88 ms
[2022-04-21 13:29:28 main:581] : INFO : Epoch 1727 | loss: 0.0311937 | val_loss: 0.0312067 | Time: 2163.97 ms
[2022-04-21 13:29:31 main:581] : INFO : Epoch 1728 | loss: 0.0311936 | val_loss: 0.031205 | Time: 2128.48 ms
[2022-04-21 13:29:33 main:581] : INFO : Epoch 1729 | loss: 0.0311955 | val_loss: 0.0312093 | Time: 2155.43 ms
[2022-04-21 13:29:35 main:581] : INFO : Epoch 1730 | loss: 0.0311951 | val_loss: 0.0312081 | Time: 2180.08 ms
[2022-04-21 13:29:37 main:581] : INFO : Epoch 1731 | loss: 0.0311939 | val_loss: 0.031207 | Time: 2161.5 ms
[2022-04-21 13:29:39 main:581] : INFO : Epoch 1732 | loss: 0.0311951 | val_loss: 0.0312045 | Time: 2150.74 ms
[2022-04-21 13:29:41 main:581] : INFO : Epoch 1733 | loss: 0.0311932 | val_loss: 0.031205 | Time: 2177.73 ms
[2022-04-21 13:29:44 main:581] : INFO : Epoch 1734 | loss: 0.031193 | val_loss: 0.0312059 | Time: 2194.77 ms
[2022-04-21 13:29:46 main:581] : INFO : Epoch 1735 | loss: 0.0311934 | val_loss: 0.0312058 | Time: 2198.69 ms
[2022-04-21 13:29:48 main:581] : INFO : Epoch 1736 | loss: 0.0311958 | val_loss: 0.0312075 | Time: 2140.13 ms
[2022-04-21 13:29:50 main:581] : INFO : Epoch 1737 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 2226.82 ms
[2022-04-21 13:29:52 main:581] : INFO : Epoch 1738 | loss: 0.0311941 | val_loss: 0.0312077 | Time: 2129.78 ms
[2022-04-21 13:29:54 main:581] : INFO : Epoch 1739 | loss: 0.0311929 | val_loss: 0.0312059 | Time: 2156.15 ms
[2022-04-21 13:29:57 main:581] : INFO : Epoch 1740 | loss: 0.0311941 | val_loss: 0.0312094 | Time: 2122.69 ms
[2022-04-21 13:29:59 main:581] : INFO : Epoch 1741 | loss: 0.0311943 | val_loss: 0.0312057 | Time: 2145.18 ms
[2022-04-21 13:30:01 main:581] : INFO : Epoch 1742 | loss: 0.0311963 | val_loss: 0.0312105 | Time: 2144.08 ms
[2022-04-21 13:30:03 main:581] : INFO : Epoch 1743 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 2143.92 ms
[2022-04-21 13:30:05 main:581] : INFO : Epoch 1744 | loss: 0.0311934 | val_loss: 0.031206 | Time: 2192.33 ms
[2022-04-21 13:30:07 main:581] : INFO : Epoch 1745 | loss: 0.0311939 | val_loss: 0.0312063 | Time: 2171.82 ms
[2022-04-21 13:30:10 main:581] : INFO : Epoch 1746 | loss: 0.0311938 | val_loss: 0.0312072 | Time: 2183.49 ms
[2022-04-21 13:30:12 main:581] : INFO : Epoch 1747 | loss: 0.031193 | val_loss: 0.0312077 | Time: 2215.21 ms
[2022-04-21 13:30:14 main:581] : INFO : Epoch 1748 | loss: 0.0311941 | val_loss: 0.0312109 | Time: 2217.44 ms
[2022-04-21 13:30:16 main:581] : INFO : Epoch 1749 | loss: 0.0311937 | val_loss: 0.031207 | Time: 2156.26 ms
[2022-04-21 13:30:18 main:581] : INFO : Epoch 1750 | loss: 0.0311959 | val_loss: 0.0312101 | Time: 2181.49 ms
[2022-04-21 13:30:20 main:581] : INFO : Epoch 1751 | loss: 0.0311937 | val_loss: 0.0312072 | Time: 2159.21 ms
[2022-04-21 13:30:23 main:581] : INFO : Epoch 1752 | loss: 0.0311932 | val_loss: 0.031205 | Time: 2162.27 ms
[2022-04-21 13:30:25 main:581] : INFO : Epoch 1753 | loss: 0.0311946 | val_loss: 0.0312096 | Time: 2143.83 ms
[2022-04-21 13:30:27 main:581] : INFO : Epoch 1754 | loss: 0.0311998 | val_loss: 0.0312129 | Time: 2191.06 ms
[2022-04-21 13:30:29 main:581] : INFO : Epoch 1755 | loss: 0.0311994 | val_loss: 0.0312135 | Time: 2200.62 ms
[2022-04-21 13:30:31 main:581] : INFO : Epoch 1756 | loss: 0.0311964 | val_loss: 0.0312097 | Time: 2165.47 ms
[2022-04-21 13:30:34 main:581] : INFO : Epoch 1757 | loss: 0.0311969 | val_loss: 0.0312133 | Time: 2210.25 ms
[2022-04-21 13:30:36 main:581] : INFO : Epoch 1758 | loss: 0.0311967 | val_loss: 0.0312118 | Time: 2179.23 ms
[2022-04-21 13:30:38 main:581] : INFO : Epoch 1759 | loss: 0.031195 | val_loss: 0.0312102 | Time: 2192.35 ms
[2022-04-21 13:30:40 main:581] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.0312117 | Time: 2191.7 ms
[2022-04-21 13:30:42 main:581] : INFO : Epoch 1761 | loss: 0.031194 | val_loss: 0.0312121 | Time: 2211.85 ms
[2022-04-21 13:30:44 main:581] : INFO : Epoch 1762 | loss: 0.0311953 | val_loss: 0.0312087 | Time: 2157.94 ms
[2022-04-21 13:30:47 main:581] : INFO : Epoch 1763 | loss: 0.0311962 | val_loss: 0.0312068 | Time: 2167.99 ms
[2022-04-21 13:30:49 main:581] : INFO : Epoch 1764 | loss: 0.031196 | val_loss: 0.0312073 | Time: 2146.18 ms
[2022-04-21 13:30:51 main:581] : INFO : Epoch 1765 | loss: 0.0312019 | val_loss: 0.0312096 | Time: 2180.3 ms
[2022-04-21 13:30:53 main:581] : INFO : Epoch 1766 | loss: 0.0312033 | val_loss: 0.031207 | Time: 2179.37 ms
[2022-04-21 13:30:55 main:581] : INFO : Epoch 1767 | loss: 0.0312006 | val_loss: 0.0312052 | Time: 2135.23 ms
[2022-04-21 13:30:57 main:581] : INFO : Epoch 1768 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 2153.59 ms
[2022-04-21 13:31:00 main:581] : INFO : Epoch 1769 | loss: 0.0311998 | val_loss: 0.0312072 | Time: 2175.91 ms
[2022-04-21 13:31:02 main:581] : INFO : Epoch 1770 | loss: 0.0311993 | val_loss: 0.031207 | Time: 2194.74 ms
[2022-04-21 13:31:04 main:581] : INFO : Epoch 1771 | loss: 0.0311998 | val_loss: 0.0312062 | Time: 2189.53 ms
[2022-04-21 13:31:06 main:581] : INFO : Epoch 1772 | loss: 0.0311986 | val_loss: 0.0312068 | Time: 2172.38 ms
[2022-04-21 13:31:08 main:581] : INFO : Epoch 1773 | loss: 0.0311979 | val_loss: 0.0312068 | Time: 2148.12 ms
[2022-04-21 13:31:10 main:581] : INFO : Epoch 1774 | loss: 0.0311979 | val_loss: 0.0312063 | Time: 2146.29 ms
[2022-04-21 13:31:13 main:581] : INFO : Epoch 1775 | loss: 0.0311973 | val_loss: 0.0312055 | Time: 2175.26 ms
[2022-04-21 13:31:15 main:581] : INFO : Epoch 1776 | loss: 0.0311982 | val_loss: 0.0312084 | Time: 2135.04 ms
[2022-04-21 13:31:17 main:581] : INFO : Epoch 1777 | loss: 0.0311982 | val_loss: 0.0312073 | Time: 2174.97 ms
[2022-04-21 13:31:19 main:581] : INFO : Epoch 1778 | loss: 0.0311983 | val_loss: 0.0312046 | Time: 2167.85 ms
[2022-04-21 13:31:21 main:581] : INFO : Epoch 1779 | loss: 0.0311977 | val_loss: 0.031206 | Time: 2183.98 ms
[2022-04-21 13:31:23 main:581] : INFO : Epoch 1780 | loss: 0.0311991 | val_loss: 0.0312085 | Time: 2114.73 ms
[2022-04-21 13:31:26 main:581] : INFO : Epoch 1781 | loss: 0.0311974 | val_loss: 0.0312053 | Time: 2159.58 ms
[2022-04-21 13:31:28 main:581] : INFO : Epoch 1782 | loss: 0.0311993 | val_loss: 0.031212 | Time: 2174.35 ms
[2022-04-21 13:31:30 main:581] : INFO : Epoch 1783 | loss: 0.0311984 | val_loss: 0.031216 | Time: 2210.16 ms
[2022-04-21 13:31:32 main:581] : INFO : Epoch 1784 | loss: 0.0311978 | val_loss: 0.0312141 | Time: 2191.6 ms
[2022-04-21 13:31:34 main:581] : INFO : Epoch 1785 | loss: 0.0311973 | val_loss: 0.0312105 | Time: 2209.19 ms
[2022-04-21 13:31:37 main:581] : INFO : Epoch 1786 | loss: 0.0311981 | val_loss: 0.0312149 | Time: 2137.57 ms
[2022-04-21 13:31:39 main:581] : INFO : Epoch 1787 | loss: 0.0311962 | val_loss: 0.0312074 | Time: 2144.16 ms
[2022-04-21 13:31:41 main:581] : INFO : Epoch 1788 | loss: 0.0311972 | val_loss: 0.0312052 | Time: 2207.47 ms
[2022-04-21 13:31:43 main:581] : INFO : Epoch 1789 | loss: 0.0311966 | val_loss: 0.0312056 | Time: 2187.16 ms
[2022-04-21 13:31:45 main:581] : INFO : Epoch 1790 | loss: 0.0311959 | val_loss: 0.0312057 | Time: 2161.37 ms
[2022-04-21 13:31:47 main:581] : INFO : Epoch 1791 | loss: 0.0311957 | val_loss: 0.0312065 | Time: 2175.38 ms
[2022-04-21 13:31:50 main:581] : INFO : Epoch 1792 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 2197.32 ms
[2022-04-21 13:31:52 main:581] : INFO : Epoch 1793 | loss: 0.0311963 | val_loss: 0.0312049 | Time: 2174.9 ms
[2022-04-21 13:31:54 main:581] : INFO : Epoch 1794 | loss: 0.0311956 | val_loss: 0.0312062 | Time: 2150.95 ms
[2022-04-21 13:31:56 main:581] : INFO : Epoch 1795 | loss: 0.031196 | val_loss: 0.0312055 | Time: 2103.29 ms
[2022-04-21 13:31:58 main:581] : INFO : Epoch 1796 | loss: 0.0311951 | val_loss: 0.0312047 | Time: 2210.25 ms
[2022-04-21 13:32:00 main:581] : INFO : Epoch 1797 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 2194.73 ms
[2022-04-21 13:32:03 main:581] : INFO : Epoch 1798 | loss: 0.0311953 | val_loss: 0.0312095 | Time: 2201.02 ms
[2022-04-21 13:32:05 main:581] : INFO : Epoch 1799 | loss: 0.0311988 | val_loss: 0.031206 | Time: 2212.73 ms
[2022-04-21 13:32:07 main:581] : INFO : Epoch 1800 | loss: 0.0311962 | val_loss: 0.0312061 | Time: 2186.01 ms
[2022-04-21 13:32:09 main:581] : INFO : Epoch 1801 | loss: 0.0311953 | val_loss: 0.0312062 | Time: 2172.26 ms
[2022-04-21 13:32:11 main:581] : INFO : Epoch 1802 | loss: 0.0311952 | val_loss: 0.0312054 | Time: 2191.62 ms
[2022-04-21 13:32:14 main:581] : INFO : Epoch 1803 | loss: 0.0311954 | val_loss: 0.0312054 | Time: 2217.3 ms
[2022-04-21 13:32:16 main:581] : INFO : Epoch 1804 | loss: 0.0311954 | val_loss: 0.0312049 | Time: 2146.31 ms
[2022-04-21 13:32:18 main:581] : INFO : Epoch 1805 | loss: 0.0311959 | val_loss: 0.031205 | Time: 2179.41 ms
[2022-04-21 13:32:20 main:581] : INFO : Epoch 1806 | loss: 0.0311947 | val_loss: 0.031208 | Time: 2200.4 ms
[2022-04-21 13:32:22 main:581] : INFO : Epoch 1807 | loss: 0.0311963 | val_loss: 0.0312058 | Time: 2184.3 ms
[2022-04-21 13:32:25 main:581] : INFO : Epoch 1808 | loss: 0.0311952 | val_loss: 0.0312078 | Time: 2172.09 ms
[2022-04-21 13:32:27 main:581] : INFO : Epoch 1809 | loss: 0.0311944 | val_loss: 0.0312049 | Time: 2181.77 ms
[2022-04-21 13:32:29 main:581] : INFO : Epoch 1810 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 2185.39 ms
[2022-04-21 13:32:31 main:581] : INFO : Epoch 1811 | loss: 0.0311951 | val_loss: 0.0312038 | Time: 2191.89 ms
[2022-04-21 13:32:33 main:581] : INFO : Epoch 1812 | loss: 0.0311956 | val_loss: 0.0312088 | Time: 2160.58 ms
[2022-04-21 13:32:35 main:581] : INFO : Epoch 1813 | loss: 0.0311965 | val_loss: 0.0312059 | Time: 2178.88 ms
[2022-04-21 13:32:38 main:581] : INFO : Epoch 1814 | loss: 0.0311937 | val_loss: 0.0312045 | Time: 2182.81 ms
[2022-04-21 13:32:40 main:581] : INFO : Epoch 1815 | loss: 0.0311934 | val_loss: 0.03121 | Time: 2128.37 ms
[2022-04-21 13:32:42 main:581] : INFO : Epoch 1816 | loss: 0.0311957 | val_loss: 0.0312063 | Time: 2214.95 ms
[2022-04-21 13:32:44 main:581] : INFO : Epoch 1817 | loss: 0.031195 | val_loss: 0.0312033 | Time: 2188.71 ms
[2022-04-21 13:32:46 main:581] : INFO : Epoch 1818 | loss: 0.0311944 | val_loss: 0.031204 | Time: 2177.07 ms
[2022-04-21 13:32:48 main:581] : INFO : Epoch 1819 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 2170.69 ms
[2022-04-21 13:32:51 main:581] : INFO : Epoch 1820 | loss: 0.0311946 | val_loss: 0.0312045 | Time: 2196.4 ms
[2022-04-21 13:32:53 main:581] : INFO : Epoch 1821 | loss: 0.0311944 | val_loss: 0.0312056 | Time: 2156.55 ms
[2022-04-21 13:32:55 main:581] : INFO : Epoch 1822 | loss: 0.0311943 | val_loss: 0.0312047 | Time: 2212.8 ms
[2022-04-21 13:32:57 main:581] : INFO : Epoch 1823 | loss: 0.0311937 | val_loss: 0.0312048 | Time: 2185.77 ms
[2022-04-21 13:32:59 main:581] : INFO : Epoch 1824 | loss: 0.0311933 | val_loss: 0.0312048 | Time: 2190.68 ms
[2022-04-21 13:33:02 main:581] : INFO : Epoch 1825 | loss: 0.0311936 | val_loss: 0.0312054 | Time: 2241.11 ms
[2022-04-21 13:33:04 main:581] : INFO : Epoch 1826 | loss: 0.0311938 | val_loss: 0.0312042 | Time: 2196.75 ms
[2022-04-21 13:33:06 main:581] : INFO : Epoch 1827 | loss: 0.0311939 | val_loss: 0.031204 | Time: 2200.77 ms
[2022-04-21 13:33:08 main:581] : INFO : Epoch 1828 | loss: 0.0311938 | val_loss: 0.0312054 | Time: 2171.55 ms
[2022-04-21 13:33:10 main:581] : INFO : Epoch 1829 | loss: 0.0311942 | val_loss: 0.0312055 | Time: 2224.68 ms
[2022-04-21 13:33:13 main:581] : INFO : Epoch 1830 | loss: 0.0311947 | val_loss: 0.0312051 | Time: 2176.72 ms
[2022-04-21 13:33:15 main:581] : INFO : Epoch 1831 | loss: 0.0311952 | val_loss: 0.0312058 | Time: 2221.45 ms
[2022-04-21 13:33:17 main:581] : INFO : Epoch 1832 | loss: 0.0311973 | val_loss: 0.0312052 | Time: 2192.65 ms
[2022-04-21 13:33:19 main:581] : INFO : Epoch 1833 | loss: 0.0311944 | val_loss: 0.0312085 | Time: 2193.47 ms
[2022-04-21 13:33:21 main:581] : INFO : Epoch 1834 | loss: 0.0311938 | val_loss: 0.031207 | Time: 2168.46 ms
[2022-04-21 13:33:24 main:581] : INFO : Epoch 1835 | loss: 0.0311949 | val_loss: 0.0312095 | Time: 2195.17 ms
[2022-04-21 13:33:26 main:581] : INFO : Epoch 1836 | loss: 0.0311935 | val_loss: 0.0312076 | Time: 2193.78 ms
[2022-04-21 13:33:28 main:581] : INFO : Epoch 1837 | loss: 0.0311938 | val_loss: 0.0312096 | Time: 2207.83 ms
[2022-04-21 13:33:30 main:581] : INFO : Epoch 1838 | loss: 0.0311929 | val_loss: 0.0312074 | Time: 2169.65 ms
[2022-04-21 13:33:32 main:581] : INFO : Epoch 1839 | loss: 0.0311935 | val_loss: 0.0312105 | Time: 2130.7 ms
[2022-04-21 13:33:34 main:581] : INFO : Epoch 1840 | loss: 0.0311935 | val_loss: 0.0312061 | Time: 2156.08 ms
[2022-04-21 13:33:37 main:581] : INFO : Epoch 1841 | loss: 0.0311926 | val_loss: 0.0312071 | Time: 2196.72 ms
[2022-04-21 13:33:39 main:581] : INFO : Epoch 1842 | loss: 0.0311933 | val_loss: 0.0312088 | Time: 2197.91 ms
[2022-04-21 13:33:41 main:581] : INFO : Epoch 1843 | loss: 0.0311951 | val_loss: 0.0312062 | Time: 2220.85 ms
[2022-04-21 13:33:43 main:581] : INFO : Epoch 1844 | loss: 0.0311924 | val_loss: 0.0312081 | Time: 2187.28 ms
[2022-04-21 13:33:45 main:581] : INFO : Epoch 1845 | loss: 0.0311924 | val_loss: 0.0312092 | Time: 2195.86 ms
[2022-04-21 13:33:48 main:581] : INFO : Epoch 1846 | loss: 0.0311922 | val_loss: 0.031207 | Time: 2218.36 ms
[2022-04-21 13:33:50 main:581] : INFO : Epoch 1847 | loss: 0.0311918 | val_loss: 0.0312071 | Time: 2225.86 ms
[2022-04-21 13:33:52 main:581] : INFO : Epoch 1848 | loss: 0.0311921 | val_loss: 0.0312082 | Time: 2224.68 ms
[2022-04-21 13:33:54 main:581] : INFO : Epoch 1849 | loss: 0.0311917 | val_loss: 0.0312077 | Time: 2304.6 ms
[2022-04-21 13:33:57 main:581] : INFO : Epoch 1850 | loss: 0.0311917 | val_loss: 0.031206 | Time: 2190.76 ms
[2022-04-21 13:33:59 main:581] : INFO : Epoch 1851 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 2226.54 ms
[2022-04-21 13:34:01 main:581] : INFO : Epoch 1852 | loss: 0.0311921 | val_loss: 0.0312037 | Time: 2229.92 ms
[2022-04-21 13:34:03 main:581] : INFO : Epoch 1853 | loss: 0.0311925 | val_loss: 0.031205 | Time: 2179.76 ms
[2022-04-21 13:34:05 main:581] : INFO : Epoch 1854 | loss: 0.0311933 | val_loss: 0.0312043 | Time: 2188.81 ms
[2022-04-21 13:34:08 main:581] : INFO : Epoch 1855 | loss: 0.0311943 | val_loss: 0.0312042 | Time: 2170.51 ms
[2022-04-21 13:34:10 main:581] : INFO : Epoch 1856 | loss: 0.0311981 | val_loss: 0.0312038 | Time: 2181.98 ms
[2022-04-21 13:34:12 main:581] : INFO : Epoch 1857 | loss: 0.0311957 | val_loss: 0.0312057 | Time: 2172.42 ms
[2022-04-21 13:34:14 main:581] : INFO : Epoch 1858 | loss: 0.0311922 | val_loss: 0.0312052 | Time: 2216.16 ms
[2022-04-21 13:34:16 main:581] : INFO : Epoch 1859 | loss: 0.0311924 | val_loss: 0.0312039 | Time: 2168.62 ms
[2022-04-21 13:34:19 main:581] : INFO : Epoch 1860 | loss: 0.0311918 | val_loss: 0.0312064 | Time: 2144.36 ms
[2022-04-21 13:34:21 main:581] : INFO : Epoch 1861 | loss: 0.0311919 | val_loss: 0.0312051 | Time: 2196.15 ms
[2022-04-21 13:34:23 main:581] : INFO : Epoch 1862 | loss: 0.0311918 | val_loss: 0.0312042 | Time: 2179.58 ms
[2022-04-21 13:34:25 main:581] : INFO : Epoch 1863 | loss: 0.0311915 | val_loss: 0.031206 | Time: 2209.71 ms
[2022-04-21 13:34:27 main:581] : INFO : Epoch 1864 | loss: 0.0311917 | val_loss: 0.0312041 | Time: 2196.82 ms
[2022-04-21 13:34:29 main:581] : INFO : Epoch 1865 | loss: 0.0311909 | val_loss: 0.0312066 | Time: 2193.5 ms
[2022-04-21 13:34:32 main:581] : INFO : Epoch 1866 | loss: 0.0311919 | val_loss: 0.0312063 | Time: 2160.32 ms
[2022-04-21 13:34:34 main:581] : INFO : Epoch 1867 | loss: 0.0311921 | val_loss: 0.0312045 | Time: 2178.7 ms
[2022-04-21 13:34:36 main:581] : INFO : Epoch 1868 | loss: 0.0311914 | val_loss: 0.0312048 | Time: 2183.23 ms
[2022-04-21 13:34:38 main:581] : INFO : Epoch 1869 | loss: 0.0311921 | val_loss: 0.0312062 | Time: 2173.04 ms
[2022-04-21 13:34:40 main:581] : INFO : Epoch 1870 | loss: 0.0311915 | val_loss: 0.0312055 | Time: 2187.43 ms
[2022-04-21 13:34:43 main:581] : INFO : Epoch 1871 | loss: 0.0311912 | val_loss: 0.0312052 | Time: 2192.75 ms
[2022-04-21 13:34:45 main:581] : INFO : Epoch 1872 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 2188.24 ms
[2022-04-21 13:34:47 main:581] : INFO : Epoch 1873 | loss: 0.0311932 | val_loss: 0.0312074 | Time: 2211.22 ms
[2022-04-21 13:34:49 main:581] : INFO : Epoch 1874 | loss: 0.0311962 | val_loss: 0.0312073 | Time: 2173.31 ms
[2022-04-21 13:34:51 main:581] : INFO : Epoch 1875 | loss: 0.0311941 | val_loss: 0.0312061 | Time: 2162.24 ms
[2022-04-21 13:34:53 main:581] : INFO : Epoch 1876 | loss: 0.0311928 | val_loss: 0.0312051 | Time: 2188.53 ms
[2022-04-21 13:34:56 main:581] : INFO : Epoch 1877 | loss: 0.0311933 | val_loss: 0.0312042 | Time: 2201.55 ms
[2022-04-21 13:34:58 main:581] : INFO : Epoch 1878 | loss: 0.0311947 | val_loss: 0.0312049 | Time: 2213.63 ms
[2022-04-21 13:35:00 main:581] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 2312.65 ms
[2022-04-21 13:35:02 main:581] : INFO : Epoch 1880 | loss: 0.0311928 | val_loss: 0.0312043 | Time: 2217.06 ms
[2022-04-21 13:35:05 main:581] : INFO : Epoch 1881 | loss: 0.0311927 | val_loss: 0.0312048 | Time: 2259.84 ms
[2022-04-21 13:35:07 main:581] : INFO : Epoch 1882 | loss: 0.0311923 | val_loss: 0.0312048 | Time: 2211.76 ms
[2022-04-21 13:35:09 main:581] : INFO : Epoch 1883 | loss: 0.0311931 | val_loss: 0.0312042 | Time: 2208.62 ms
[2022-04-21 13:35:11 main:581] : INFO : Epoch 1884 | loss: 0.0311918 | val_loss: 0.031205 | Time: 2215.25 ms
[2022-04-21 13:35:14 main:581] : INFO : Epoch 1885 | loss: 0.0311916 | val_loss: 0.0312055 | Time: 2185.61 ms
[2022-04-21 13:35:16 main:581] : INFO : Epoch 1886 | loss: 0.0311916 | val_loss: 0.0312048 | Time: 2204.9 ms
[2022-04-21 13:35:18 main:581] : INFO : Epoch 1887 | loss: 0.0311916 | val_loss: 0.0312046 | Time: 2231 ms
[2022-04-21 13:35:20 main:581] : INFO : Epoch 1888 | loss: 0.0311915 | val_loss: 0.0312059 | Time: 2195.96 ms
[2022-04-21 13:35:22 main:581] : INFO : Epoch 1889 | loss: 0.031192 | val_loss: 0.0312058 | Time: 2192.03 ms
[2022-04-21 13:35:25 main:581] : INFO : Epoch 1890 | loss: 0.0311929 | val_loss: 0.031208 | Time: 2183.84 ms
[2022-04-21 13:35:27 main:581] : INFO : Epoch 1891 | loss: 0.0311938 | val_loss: 0.0312043 | Time: 2205.58 ms
[2022-04-21 13:35:29 main:581] : INFO : Epoch 1892 | loss: 0.0311912 | val_loss: 0.0312044 | Time: 2199.9 ms
[2022-04-21 13:35:31 main:581] : INFO : Epoch 1893 | loss: 0.0311914 | val_loss: 0.0312048 | Time: 2195.75 ms
[2022-04-21 13:35:33 main:581] : INFO : Epoch 1894 | loss: 0.031192 | val_loss: 0.0312039 | Time: 2147.49 ms
[2022-04-21 13:35:35 main:581] : INFO : Epoch 1895 | loss: 0.0311913 | val_loss: 0.0312067 | Time: 2138.68 ms
[2022-04-21 13:35:38 main:581] : INFO : Epoch 1896 | loss: 0.0311927 | val_loss: 0.0312075 | Time: 2199.11 ms
[2022-04-21 13:35:40 main:581] : INFO : Epoch 1897 | loss: 0.031191 | val_loss: 0.0312069 | Time: 2198.97 ms
[2022-04-21 13:35:42 main:581] : INFO : Epoch 1898 | loss: 0.0311926 | val_loss: 0.0312049 | Time: 2268.81 ms
[2022-04-21 13:35:45 main:581] : INFO : Epoch 1899 | loss: 0.031192 | val_loss: 0.0312046 | Time: 2608.86 ms
[2022-04-21 13:35:47 main:581] : INFO : Epoch 1900 | loss: 0.0311923 | val_loss: 0.0312068 | Time: 2637.4 ms
[2022-04-21 13:35:50 main:581] : INFO : Epoch 1901 | loss: 0.0311916 | val_loss: 0.0312038 | Time: 2418.66 ms
[2022-04-21 13:35:53 main:581] : INFO : Epoch 1902 | loss: 0.0311907 | val_loss: 0.0312035 | Time: 2829.9 ms
[2022-04-21 13:35:55 main:581] : INFO : Epoch 1903 | loss: 0.0311906 | val_loss: 0.031206 | Time: 2466.95 ms
[2022-04-21 13:35:57 main:581] : INFO : Epoch 1904 | loss: 0.031192 | val_loss: 0.0312057 | Time: 2246.48 ms
[2022-04-21 13:36:00 main:581] : INFO : Epoch 1905 | loss: 0.0311929 | val_loss: 0.0312064 | Time: 2665.15 ms
[2022-04-21 13:36:02 main:581] : INFO : Epoch 1906 | loss: 0.0311935 | val_loss: 0.0312036 | Time: 2485.86 ms
[2022-04-21 13:36:05 main:581] : INFO : Epoch 1907 | loss: 0.0311923 | val_loss: 0.031207 | Time: 2520.75 ms
[2022-04-21 13:36:07 main:581] : INFO : Epoch 1908 | loss: 0.0311918 | val_loss: 0.0312057 | Time: 2225.92 ms
[2022-04-21 13:36:10 main:581] : INFO : Epoch 1909 | loss: 0.031192 | val_loss: 0.031205 | Time: 2303.63 ms
[2022-04-21 13:36:12 main:581] : INFO : Epoch 1910 | loss: 0.0311948 | val_loss: 0.0312051 | Time: 2284.14 ms
[2022-04-21 13:36:14 main:581] : INFO : Epoch 1911 | loss: 0.0311936 | val_loss: 0.0312075 | Time: 2383.11 ms
[2022-04-21 13:36:17 main:581] : INFO : Epoch 1912 | loss: 0.0311953 | val_loss: 0.0312044 | Time: 2336.6 ms
[2022-04-21 13:36:19 main:581] : INFO : Epoch 1913 | loss: 0.031193 | val_loss: 0.0312039 | Time: 2576.97 ms
[2022-04-21 13:36:22 main:581] : INFO : Epoch 1914 | loss: 0.031194 | val_loss: 0.0312072 | Time: 2599.47 ms
[2022-04-21 13:36:24 main:581] : INFO : Epoch 1915 | loss: 0.031193 | val_loss: 0.0312072 | Time: 2576.24 ms
[2022-04-21 13:36:27 main:581] : INFO : Epoch 1916 | loss: 0.0311933 | val_loss: 0.0312055 | Time: 2409.53 ms
[2022-04-21 13:36:29 main:581] : INFO : Epoch 1917 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 2355.67 ms
[2022-04-21 13:36:32 main:581] : INFO : Epoch 1918 | loss: 0.0311922 | val_loss: 0.0312061 | Time: 2499.77 ms
[2022-04-21 13:36:34 main:581] : INFO : Epoch 1919 | loss: 0.0311938 | val_loss: 0.0312049 | Time: 2721.52 ms
[2022-04-21 13:36:37 main:581] : INFO : Epoch 1920 | loss: 0.0311934 | val_loss: 0.0312054 | Time: 2696.95 ms
[2022-04-21 13:36:39 main:581] : INFO : Epoch 1921 | loss: 0.0311913 | val_loss: 0.0312061 | Time: 2465.56 ms
[2022-04-21 13:36:42 main:581] : INFO : Epoch 1922 | loss: 0.0311939 | val_loss: 0.0312064 | Time: 2719.94 ms
[2022-04-21 13:36:45 main:581] : INFO : Epoch 1923 | loss: 0.0311928 | val_loss: 0.0312063 | Time: 2385.83 ms
[2022-04-21 13:36:47 main:581] : INFO : Epoch 1924 | loss: 0.0311936 | val_loss: 0.0312052 | Time: 2532.35 ms
[2022-04-21 13:36:49 main:581] : INFO : Epoch 1925 | loss: 0.0311927 | val_loss: 0.0312046 | Time: 2391.07 ms
[2022-04-21 13:36:52 main:581] : INFO : Epoch 1926 | loss: 0.0311937 | val_loss: 0.0312044 | Time: 2797.73 ms
[2022-04-21 13:36:55 main:581] : INFO : Epoch 1927 | loss: 0.0311926 | val_loss: 0.0312044 | Time: 2671.42 ms
[2022-04-21 13:36:57 main:581] : INFO : Epoch 1928 | loss: 0.0311927 | val_loss: 0.0312068 | Time: 2451.23 ms
[2022-04-21 13:37:00 main:581] : INFO : Epoch 1929 | loss: 0.0311931 | val_loss: 0.0312043 | Time: 2652.98 ms
[2022-04-21 13:37:03 main:581] : INFO : Epoch 1930 | loss: 0.031193 | val_loss: 0.0312046 | Time: 2716.79 ms
[2022-04-21 13:37:05 main:581] : INFO : Epoch 1931 | loss: 0.0311937 | val_loss: 0.0312048 | Time: 2469.37 ms
[2022-04-21 13:37:07 main:581] : INFO : Epoch 1932 | loss: 0.0311923 | val_loss: 0.0312055 | Time: 2227.67 ms
[2022-04-21 13:37:10 main:581] : INFO : Epoch 1933 | loss: 0.0311918 | val_loss: 0.0312043 | Time: 2421.4 ms
[2022-04-21 13:37:13 main:581] : INFO : Epoch 1934 | loss: 0.0311918 | val_loss: 0.0312039 | Time: 2936.37 ms
[2022-04-21 13:37:15 main:581] : INFO : Epoch 1935 | loss: 0.0311925 | val_loss: 0.0312065 | Time: 2441.05 ms
[2022-04-21 13:37:18 main:581] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.0312051 | Time: 2450.61 ms
[2022-04-21 13:37:20 main:581] : INFO : Epoch 1937 | loss: 0.0311927 | val_loss: 0.0312047 | Time: 2621.95 ms
[2022-04-21 13:37:23 main:581] : INFO : Epoch 1938 | loss: 0.0311961 | val_loss: 0.0312042 | Time: 2272.1 ms
[2022-04-21 13:37:25 main:581] : INFO : Epoch 1939 | loss: 0.0323999 | val_loss: 0.0315125 | Time: 2497.99 ms
[2022-04-21 13:37:28 main:581] : INFO : Epoch 1940 | loss: 0.0449736 | val_loss: 0.0338766 | Time: 2478.12 ms
[2022-04-21 13:37:30 main:581] : INFO : Epoch 1941 | loss: 0.0415065 | val_loss: 0.0330057 | Time: 2703.01 ms
[2022-04-21 13:37:33 main:581] : INFO : Epoch 1942 | loss: 0.0321136 | val_loss: 0.0313644 | Time: 2675.62 ms
[2022-04-21 13:37:36 main:581] : INFO : Epoch 1943 | loss: 0.0313759 | val_loss: 0.0312595 | Time: 2579.67 ms
[2022-04-21 13:37:38 main:581] : INFO : Epoch 1944 | loss: 0.031273 | val_loss: 0.0312562 | Time: 2353.78 ms
[2022-04-21 13:37:41 main:581] : INFO : Epoch 1945 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 2787.56 ms
[2022-04-21 13:37:43 main:581] : INFO : Epoch 1946 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 2320.66 ms
[2022-04-21 13:37:46 main:581] : INFO : Epoch 1947 | loss: 0.0312377 | val_loss: 0.0312394 | Time: 2812.47 ms
[2022-04-21 13:37:49 main:581] : INFO : Epoch 1948 | loss: 0.031235 | val_loss: 0.0312362 | Time: 2850.34 ms
[2022-04-21 13:37:51 main:581] : INFO : Epoch 1949 | loss: 0.0312316 | val_loss: 0.0312329 | Time: 2240.16 ms
[2022-04-21 13:37:53 main:581] : INFO : Epoch 1950 | loss: 0.0312285 | val_loss: 0.0312301 | Time: 2493.24 ms
[2022-04-21 13:37:56 main:581] : INFO : Epoch 1951 | loss: 0.0312256 | val_loss: 0.0312283 | Time: 2656.23 ms
[2022-04-21 13:37:59 main:581] : INFO : Epoch 1952 | loss: 0.031223 | val_loss: 0.0312264 | Time: 2770.22 ms
[2022-04-21 13:38:01 main:581] : INFO : Epoch 1953 | loss: 0.0312203 | val_loss: 0.0312234 | Time: 2511.49 ms
[2022-04-21 13:38:04 main:581] : INFO : Epoch 1954 | loss: 0.0312179 | val_loss: 0.0312223 | Time: 2903.68 ms
[2022-04-21 13:38:07 main:581] : INFO : Epoch 1955 | loss: 0.0312171 | val_loss: 0.0312198 | Time: 2470.84 ms
[2022-04-21 13:38:09 main:581] : INFO : Epoch 1956 | loss: 0.0312149 | val_loss: 0.0312173 | Time: 2548.87 ms
[2022-04-21 13:38:12 main:581] : INFO : Epoch 1957 | loss: 0.0312128 | val_loss: 0.0312151 | Time: 2461.4 ms
[2022-04-21 13:38:15 main:581] : INFO : Epoch 1958 | loss: 0.0312116 | val_loss: 0.031214 | Time: 2831.84 ms
[2022-04-21 13:38:17 main:581] : INFO : Epoch 1959 | loss: 0.0312108 | val_loss: 0.031213 | Time: 2570.41 ms
[2022-04-21 13:38:20 main:581] : INFO : Epoch 1960 | loss: 0.03121 | val_loss: 0.0312132 | Time: 2836.47 ms
[2022-04-21 13:38:23 main:581] : INFO : Epoch 1961 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 2756.38 ms
[2022-04-21 13:38:25 main:581] : INFO : Epoch 1962 | loss: 0.0312083 | val_loss: 0.031211 | Time: 2457.2 ms
[2022-04-21 13:38:28 main:581] : INFO : Epoch 1963 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 2393.7 ms
[2022-04-21 13:38:30 main:581] : INFO : Epoch 1964 | loss: 0.0312072 | val_loss: 0.0312102 | Time: 2711.31 ms
[2022-04-21 13:38:33 main:581] : INFO : Epoch 1965 | loss: 0.0312065 | val_loss: 0.0312098 | Time: 2600.89 ms
[2022-04-21 13:38:36 main:581] : INFO : Epoch 1966 | loss: 0.0312062 | val_loss: 0.0312094 | Time: 2685.78 ms
[2022-04-21 13:38:38 main:581] : INFO : Epoch 1967 | loss: 0.0312058 | val_loss: 0.0312087 | Time: 2671.25 ms
[2022-04-21 13:38:41 main:581] : INFO : Epoch 1968 | loss: 0.0312054 | val_loss: 0.0312087 | Time: 2629.52 ms
[2022-04-21 13:38:43 main:581] : INFO : Epoch 1969 | loss: 0.0312051 | val_loss: 0.0312084 | Time: 2536.72 ms
[2022-04-21 13:38:46 main:581] : INFO : Epoch 1970 | loss: 0.0312048 | val_loss: 0.031208 | Time: 2516.96 ms
[2022-04-21 13:38:48 main:581] : INFO : Epoch 1971 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 2474.06 ms
[2022-04-21 13:38:51 main:581] : INFO : Epoch 1972 | loss: 0.0312045 | val_loss: 0.0312083 | Time: 2455.89 ms
[2022-04-21 13:38:53 main:581] : INFO : Epoch 1973 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 2619.03 ms
[2022-04-21 13:38:56 main:581] : INFO : Epoch 1974 | loss: 0.0312034 | val_loss: 0.031208 | Time: 2286.19 ms
[2022-04-21 13:38:58 main:581] : INFO : Epoch 1975 | loss: 0.031204 | val_loss: 0.0312079 | Time: 2675.8 ms
[2022-04-21 13:39:01 main:581] : INFO : Epoch 1976 | loss: 0.0312032 | val_loss: 0.031207 | Time: 2609.1 ms
[2022-04-21 13:39:04 main:581] : INFO : Epoch 1977 | loss: 0.031203 | val_loss: 0.0312069 | Time: 2518.13 ms
[2022-04-21 13:39:06 main:581] : INFO : Epoch 1978 | loss: 0.0312026 | val_loss: 0.0312062 | Time: 2783.99 ms
[2022-04-21 13:39:09 main:581] : INFO : Epoch 1979 | loss: 0.031203 | val_loss: 0.0312066 | Time: 2623.52 ms
[2022-04-21 13:39:12 main:581] : INFO : Epoch 1980 | loss: 0.0312033 | val_loss: 0.0312064 | Time: 2651.7 ms
[2022-04-21 13:39:14 main:581] : INFO : Epoch 1981 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 2400.82 ms
[2022-04-21 13:39:17 main:581] : INFO : Epoch 1982 | loss: 0.0312027 | val_loss: 0.0312056 | Time: 2538.85 ms
[2022-04-21 13:39:19 main:581] : INFO : Epoch 1983 | loss: 0.0312024 | val_loss: 0.0312051 | Time: 2471.5 ms
[2022-04-21 13:39:22 main:581] : INFO : Epoch 1984 | loss: 0.0312022 | val_loss: 0.0312052 | Time: 2495.85 ms
[2022-04-21 13:39:24 main:581] : INFO : Epoch 1985 | loss: 0.0312019 | val_loss: 0.0312054 | Time: 2463.79 ms
[2022-04-21 13:39:27 main:581] : INFO : Epoch 1986 | loss: 0.0312016 | val_loss: 0.031205 | Time: 2643.25 ms
[2022-04-21 13:39:29 main:581] : INFO : Epoch 1987 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 2651.29 ms
[2022-04-21 13:39:32 main:581] : INFO : Epoch 1988 | loss: 0.0312048 | val_loss: 0.0312081 | Time: 2388.41 ms
[2022-04-21 13:39:34 main:581] : INFO : Epoch 1989 | loss: 0.0312032 | val_loss: 0.0312069 | Time: 2441.9 ms
[2022-04-21 13:39:37 main:581] : INFO : Epoch 1990 | loss: 0.031202 | val_loss: 0.0312063 | Time: 2530.41 ms
[2022-04-21 13:39:39 main:581] : INFO : Epoch 1991 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 2296.02 ms
[2022-04-21 13:39:41 main:581] : INFO : Epoch 1992 | loss: 0.0312018 | val_loss: 0.0312058 | Time: 2489.56 ms
[2022-04-21 13:39:44 main:581] : INFO : Epoch 1993 | loss: 0.0312011 | val_loss: 0.0312058 | Time: 2826.82 ms
[2022-04-21 13:39:47 main:581] : INFO : Epoch 1994 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 2409.47 ms
[2022-04-21 13:39:49 main:581] : INFO : Epoch 1995 | loss: 0.0312007 | val_loss: 0.0312059 | Time: 2560.72 ms
[2022-04-21 13:39:52 main:581] : INFO : Epoch 1996 | loss: 0.0312006 | val_loss: 0.0312057 | Time: 2263.07 ms
[2022-04-21 13:39:54 main:581] : INFO : Epoch 1997 | loss: 0.0312004 | val_loss: 0.0312053 | Time: 2764.65 ms
[2022-04-21 13:39:57 main:581] : INFO : Epoch 1998 | loss: 0.0312006 | val_loss: 0.0312056 | Time: 2652.49 ms
[2022-04-21 13:39:59 main:581] : INFO : Epoch 1999 | loss: 0.0312001 | val_loss: 0.0312051 | Time: 2454.3 ms
[2022-04-21 13:40:02 main:581] : INFO : Epoch 2000 | loss: 0.0311998 | val_loss: 0.0312052 | Time: 2537.17 ms
[2022-04-21 13:40:05 main:581] : INFO : Epoch 2001 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 2605.34 ms
[2022-04-21 13:40:07 main:581] : INFO : Epoch 2002 | loss: 0.0311999 | val_loss: 0.0312053 | Time: 2437.34 ms
[2022-04-21 13:40:10 main:581] : INFO : Epoch 2003 | loss: 0.0311994 | val_loss: 0.0312058 | Time: 2575.12 ms
[2022-04-21 13:40:12 main:581] : INFO : Epoch 2004 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 2490.13 ms
[2022-04-21 13:40:15 main:581] : INFO : Epoch 2005 | loss: 0.0311989 | val_loss: 0.031205 | Time: 2521.93 ms
[2022-04-21 13:40:17 main:581] : INFO : Epoch 2006 | loss: 0.0311993 | val_loss: 0.031205 | Time: 2585.94 ms
[2022-04-21 13:40:20 main:581] : INFO : Epoch 2007 | loss: 0.0311992 | val_loss: 0.0312042 | Time: 2874.46 ms
[2022-04-21 13:40:22 main:581] : INFO : Epoch 2008 | loss: 0.0311996 | val_loss: 0.0312046 | Time: 2483.62 ms
[2022-04-21 13:40:25 main:581] : INFO : Epoch 2009 | loss: 0.0311992 | val_loss: 0.0312045 | Time: 2341 ms
[2022-04-21 13:40:27 main:581] : INFO : Epoch 2010 | loss: 0.0311988 | val_loss: 0.0312043 | Time: 2341.97 ms
[2022-04-21 13:40:30 main:581] : INFO : Epoch 2011 | loss: 0.0311987 | val_loss: 0.0312041 | Time: 2327.44 ms
[2022-04-21 13:40:32 main:581] : INFO : Epoch 2012 | loss: 0.0311985 | val_loss: 0.0312045 | Time: 2319 ms
[2022-04-21 13:40:35 main:581] : INFO : Epoch 2013 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 2692.18 ms
[2022-04-21 13:40:37 main:581] : INFO : Epoch 2014 | loss: 0.0311982 | val_loss: 0.0312042 | Time: 2584.94 ms
[2022-04-21 13:40:40 main:581] : INFO : Epoch 2015 | loss: 0.0311983 | val_loss: 0.031204 | Time: 2555.68 ms
[2022-04-21 13:40:42 main:581] : INFO : Epoch 2016 | loss: 0.0311981 | val_loss: 0.0312043 | Time: 2498.28 ms
[2022-04-21 13:40:44 main:581] : INFO : Epoch 2017 | loss: 0.0311979 | val_loss: 0.031204 | Time: 2326.23 ms
[2022-04-21 13:40:47 main:581] : INFO : Epoch 2018 | loss: 0.0311984 | val_loss: 0.0312049 | Time: 2578.04 ms
[2022-04-21 13:40:50 main:581] : INFO : Epoch 2019 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 2541.64 ms
[2022-04-21 13:40:53 main:581] : INFO : Epoch 2020 | loss: 0.0311978 | val_loss: 0.031205 | Time: 2929.4 ms
[2022-04-21 13:40:55 main:581] : INFO : Epoch 2021 | loss: 0.0311982 | val_loss: 0.0312049 | Time: 2470.1 ms
[2022-04-21 13:40:57 main:581] : INFO : Epoch 2022 | loss: 0.0311978 | val_loss: 0.0312048 | Time: 2493.47 ms
[2022-04-21 13:41:00 main:581] : INFO : Epoch 2023 | loss: 0.0311978 | val_loss: 0.0312048 | Time: 2320.6 ms
[2022-04-21 13:41:03 main:581] : INFO : Epoch 2024 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 2790.55 ms
[2022-04-21 13:41:05 main:581] : INFO : Epoch 2025 | loss: 0.0311975 | val_loss: 0.0312044 | Time: 2364.81 ms
[2022-04-21 13:41:07 main:581] : INFO : Epoch 2026 | loss: 0.0311975 | val_loss: 0.0312045 | Time: 2475.24 ms
[2022-04-21 13:41:10 main:581] : INFO : Epoch 2027 | loss: 0.0311974 | val_loss: 0.0312041 | Time: 2800.77 ms
[2022-04-21 13:41:13 main:581] : INFO : Epoch 2028 | loss: 0.0311973 | val_loss: 0.0312043 | Time: 2521.71 ms
[2022-04-21 13:41:15 main:581] : INFO : Epoch 2029 | loss: 0.0311971 | val_loss: 0.0312044 | Time: 2453.49 ms
[2022-04-21 13:41:18 main:581] : INFO : Epoch 2030 | loss: 0.0311977 | val_loss: 0.0312045 | Time: 2446.27 ms
[2022-04-21 13:41:20 main:581] : INFO : Epoch 2031 | loss: 0.0311982 | val_loss: 0.031205 | Time: 2610.76 ms
[2022-04-21 13:41:23 main:581] : INFO : Epoch 2032 | loss: 0.0311978 | val_loss: 0.0312044 | Time: 2674.71 ms
[2022-04-21 13:41:25 main:581] : INFO : Epoch 2033 | loss: 0.0311976 | val_loss: 0.0312048 | Time: 2462.44 ms
[2022-04-21 13:41:28 main:581] : INFO : Epoch 2034 | loss: 0.031197 | val_loss: 0.0312042 | Time: 2494.89 ms
[2022-04-21 13:41:30 main:581] : INFO : Epoch 2035 | loss: 0.031197 | val_loss: 0.0312042 | Time: 2546.08 ms
[2022-04-21 13:41:33 main:581] : INFO : Epoch 2036 | loss: 0.0311969 | val_loss: 0.0312043 | Time: 2376.56 ms
[2022-04-21 13:41:35 main:581] : INFO : Epoch 2037 | loss: 0.0311969 | val_loss: 0.0312043 | Time: 2357.43 ms
[2022-04-21 13:41:38 main:581] : INFO : Epoch 2038 | loss: 0.0311966 | val_loss: 0.0312041 | Time: 2453.26 ms
[2022-04-21 13:41:40 main:581] : INFO : Epoch 2039 | loss: 0.031197 | val_loss: 0.0312041 | Time: 2370.07 ms
[2022-04-21 13:41:42 main:581] : INFO : Epoch 2040 | loss: 0.0311973 | val_loss: 0.0312042 | Time: 2427.63 ms
[2022-04-21 13:41:45 main:581] : INFO : Epoch 2041 | loss: 0.0311967 | val_loss: 0.0312038 | Time: 2637.9 ms
[2022-04-21 13:41:47 main:581] : INFO : Epoch 2042 | loss: 0.0311985 | val_loss: 0.0312069 | Time: 2335.9 ms
[2022-04-21 13:41:50 main:581] : INFO : Epoch 2043 | loss: 0.0311989 | val_loss: 0.0312079 | Time: 2388.57 ms
[2022-04-21 13:41:52 main:581] : INFO : Epoch 2044 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 2504.83 ms
[2022-04-21 13:41:55 main:581] : INFO : Epoch 2045 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 2644.1 ms
[2022-04-21 13:41:57 main:581] : INFO : Epoch 2046 | loss: 0.0311971 | val_loss: 0.0312061 | Time: 2410.33 ms
[2022-04-21 13:42:00 main:581] : INFO : Epoch 2047 | loss: 0.0311976 | val_loss: 0.0312059 | Time: 2916.82 ms
[2022-04-21 13:42:03 main:581] : INFO : Epoch 2048 | loss: 0.0311974 | val_loss: 0.0312053 | Time: 2372.99 ms
[2022-04-21 13:42:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312053
[2022-04-21 13:42:03 main:610] : INFO : Saving end state to config to file
[2022-04-21 13:42:03 main:615] : INFO : Success, exiting..
13:42:03 (1386533): 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)