Task 5688407
| Name | ParityMachine-1625431124-27136-1_0 |
| Workunit | 3526500 |
| Created | 6 Jul 2021, 21:57:47 UTC |
| Sent | 11 Jul 2021, 23:55:09 UTC |
| Report deadline | 18 Jul 2021, 23:55:09 UTC |
| Received | 12 Jul 2021, 2:39:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 14 min 50 sec |
| CPU time | 1 hours 9 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312019 | val_loss: 0.0312201 | Time: 1866.14 ms
[2021-07-12 04:20:30 main:574] : INFO : Epoch 1543 | loss: 0.0312047 | val_loss: 0.0312149 | Time: 1938.2 ms
[2021-07-12 04:20:32 main:574] : INFO : Epoch 1544 | loss: 0.0312006 | val_loss: 0.0311997 | Time: 1854.22 ms
[2021-07-12 04:20:34 main:574] : INFO : Epoch 1545 | loss: 0.0311968 | val_loss: 0.031197 | Time: 1832.35 ms
[2021-07-12 04:20:36 main:574] : INFO : Epoch 1546 | loss: 0.0311977 | val_loss: 0.0312007 | Time: 1809.56 ms
[2021-07-12 04:20:38 main:574] : INFO : Epoch 1547 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 2051.25 ms
[2021-07-12 04:20:40 main:574] : INFO : Epoch 1548 | loss: 0.0311984 | val_loss: 0.0311972 | Time: 1944.38 ms
[2021-07-12 04:20:42 main:574] : INFO : Epoch 1549 | loss: 0.0311995 | val_loss: 0.0311966 | Time: 1849.54 ms
[2021-07-12 04:20:44 main:574] : INFO : Epoch 1550 | loss: 0.0311994 | val_loss: 0.0311961 | Time: 1958.54 ms
[2021-07-12 04:20:46 main:574] : INFO : Epoch 1551 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 1821.4 ms
[2021-07-12 04:20:47 main:574] : INFO : Epoch 1552 | loss: 0.0311972 | val_loss: 0.0311974 | Time: 1926.74 ms
[2021-07-12 04:20:49 main:574] : INFO : Epoch 1553 | loss: 0.0311957 | val_loss: 0.031203 | Time: 1973.61 ms
[2021-07-12 04:20:51 main:574] : INFO : Epoch 1554 | loss: 0.031201 | val_loss: 0.0311982 | Time: 2024.74 ms
[2021-07-12 04:20:53 main:574] : INFO : Epoch 1555 | loss: 0.0311999 | val_loss: 0.0312021 | Time: 1846.93 ms
[2021-07-12 04:20:55 main:574] : INFO : Epoch 1556 | loss: 0.0312005 | val_loss: 0.0311988 | Time: 1905.22 ms
[2021-07-12 04:20:57 main:574] : INFO : Epoch 1557 | loss: 0.0311981 | val_loss: 0.0312022 | Time: 1859.13 ms
[2021-07-12 04:20:59 main:574] : INFO : Epoch 1558 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 1832.46 ms
[2021-07-12 04:21:01 main:574] : INFO : Epoch 1559 | loss: 0.0311971 | val_loss: 0.0312079 | Time: 1916.66 ms
[2021-07-12 04:21:03 main:574] : INFO : Epoch 1560 | loss: 0.0312038 | val_loss: 0.0312024 | Time: 1843.55 ms
[2021-07-12 04:21:05 main:574] : INFO : Epoch 1561 | loss: 0.0312005 | val_loss: 0.0311965 | Time: 1944.07 ms
[2021-07-12 04:21:07 main:574] : INFO : Epoch 1562 | loss: 0.0311974 | val_loss: 0.0312012 | Time: 1945.65 ms
[2021-07-12 04:21:09 main:574] : INFO : Epoch 1563 | loss: 0.0311994 | val_loss: 0.0311969 | Time: 1939.92 ms
[2021-07-12 04:21:11 main:574] : INFO : Epoch 1564 | loss: 0.0311983 | val_loss: 0.0311974 | Time: 2101.13 ms
[2021-07-12 04:21:13 main:574] : INFO : Epoch 1565 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 1886.42 ms
[2021-07-12 04:21:14 main:574] : INFO : Epoch 1566 | loss: 0.0311965 | val_loss: 0.0311997 | Time: 1902.48 ms
[2021-07-12 04:21:17 main:574] : INFO : Epoch 1567 | loss: 0.0311987 | val_loss: 0.0311967 | Time: 2025.2 ms
[2021-07-12 04:21:19 main:574] : INFO : Epoch 1568 | loss: 0.0311966 | val_loss: 0.0312003 | Time: 2271.99 ms
[2021-07-12 04:21:21 main:574] : INFO : Epoch 1569 | loss: 0.0312039 | val_loss: 0.0311992 | Time: 2258.96 ms
[2021-07-12 04:21:23 main:574] : INFO : Epoch 1570 | loss: 0.0312014 | val_loss: 0.0312 | Time: 2264.51 ms
[2021-07-12 04:21:26 main:574] : INFO : Epoch 1571 | loss: 0.0311999 | val_loss: 0.0311987 | Time: 2317.6 ms
[2021-07-12 04:21:28 main:574] : INFO : Epoch 1572 | loss: 0.0311969 | val_loss: 0.0311966 | Time: 2249.58 ms
[2021-07-12 04:21:30 main:574] : INFO : Epoch 1573 | loss: 0.0311956 | val_loss: 0.0311953 | Time: 2228.72 ms
[2021-07-12 04:21:32 main:574] : INFO : Epoch 1574 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 2180.55 ms
[2021-07-12 04:21:35 main:574] : INFO : Epoch 1575 | loss: 0.0311982 | val_loss: 0.0312 | Time: 2268.65 ms
[2021-07-12 04:21:37 main:574] : INFO : Epoch 1576 | loss: 0.0311984 | val_loss: 0.0312145 | Time: 2226.26 ms
[2021-07-12 04:21:39 main:574] : INFO : Epoch 1577 | loss: 0.0311979 | val_loss: 0.0311953 | Time: 2227.16 ms
[2021-07-12 04:21:41 main:574] : INFO : Epoch 1578 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 2222.47 ms
[2021-07-12 04:21:44 main:574] : INFO : Epoch 1579 | loss: 0.0312019 | val_loss: 0.0312 | Time: 2244.26 ms
[2021-07-12 04:21:46 main:574] : INFO : Epoch 1580 | loss: 0.0311985 | val_loss: 0.0311955 | Time: 2190.7 ms
[2021-07-12 04:21:48 main:574] : INFO : Epoch 1581 | loss: 0.0312019 | val_loss: 0.0312118 | Time: 2264.29 ms
[2021-07-12 04:21:50 main:574] : INFO : Epoch 1582 | loss: 0.031208 | val_loss: 0.0312133 | Time: 2237.2 ms
[2021-07-12 04:21:53 main:574] : INFO : Epoch 1583 | loss: 0.0312066 | val_loss: 0.0312028 | Time: 2235.59 ms
[2021-07-12 04:21:55 main:574] : INFO : Epoch 1584 | loss: 0.0311979 | val_loss: 0.0311965 | Time: 2576.43 ms
[2021-07-12 04:21:57 main:574] : INFO : Epoch 1585 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 2241.87 ms
[2021-07-12 04:22:00 main:574] : INFO : Epoch 1586 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 2183.2 ms
[2021-07-12 04:22:02 main:574] : INFO : Epoch 1587 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 2221.69 ms
[2021-07-12 04:22:04 main:574] : INFO : Epoch 1588 | loss: 0.0312 | val_loss: 0.0312125 | Time: 2210.04 ms
[2021-07-12 04:22:06 main:574] : INFO : Epoch 1589 | loss: 0.0312031 | val_loss: 0.0311985 | Time: 2246.89 ms
[2021-07-12 04:22:09 main:574] : INFO : Epoch 1590 | loss: 0.0312023 | val_loss: 0.0312028 | Time: 2250.76 ms
[2021-07-12 04:22:11 main:574] : INFO : Epoch 1591 | loss: 0.0311987 | val_loss: 0.0311962 | Time: 2246.04 ms
[2021-07-12 04:22:13 main:574] : INFO : Epoch 1592 | loss: 0.0311973 | val_loss: 0.0311977 | Time: 2170.02 ms
[2021-07-12 04:22:15 main:574] : INFO : Epoch 1593 | loss: 0.0311957 | val_loss: 0.0311997 | Time: 2268.15 ms
[2021-07-12 04:22:17 main:574] : INFO : Epoch 1594 | loss: 0.0311988 | val_loss: 0.0312001 | Time: 2210.87 ms
[2021-07-12 04:22:20 main:574] : INFO : Epoch 1595 | loss: 0.0311975 | val_loss: 0.0311971 | Time: 2203.12 ms
[2021-07-12 04:22:22 main:574] : INFO : Epoch 1596 | loss: 0.0312035 | val_loss: 0.0311996 | Time: 2238.54 ms
[2021-07-12 04:22:24 main:574] : INFO : Epoch 1597 | loss: 0.0312015 | val_loss: 0.0311997 | Time: 2215.56 ms
[2021-07-12 04:22:26 main:574] : INFO : Epoch 1598 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 2241.32 ms
[2021-07-12 04:22:29 main:574] : INFO : Epoch 1599 | loss: 0.0311971 | val_loss: 0.031195 | Time: 2299 ms
[2021-07-12 04:22:31 main:574] : INFO : Epoch 1600 | loss: 0.0311988 | val_loss: 0.0312162 | Time: 2204.63 ms
[2021-07-12 04:22:33 main:574] : INFO : Epoch 1601 | loss: 0.0312036 | val_loss: 0.0312008 | Time: 2293.01 ms
[2021-07-12 04:22:35 main:574] : INFO : Epoch 1602 | loss: 0.0312005 | val_loss: 0.0312111 | Time: 2232.61 ms
[2021-07-12 04:22:38 main:574] : INFO : Epoch 1603 | loss: 0.0312008 | val_loss: 0.0312091 | Time: 2241.78 ms
[2021-07-12 04:22:40 main:574] : INFO : Epoch 1604 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 2236.83 ms
[2021-07-12 04:22:42 main:574] : INFO : Epoch 1605 | loss: 0.031195 | val_loss: 0.0311954 | Time: 2260.08 ms
[2021-07-12 04:22:44 main:574] : INFO : Epoch 1606 | loss: 0.0311976 | val_loss: 0.0311965 | Time: 2250.19 ms
[2021-07-12 04:22:47 main:574] : INFO : Epoch 1607 | loss: 0.0311983 | val_loss: 0.0311999 | Time: 2319.23 ms
[2021-07-12 04:22:49 main:574] : INFO : Epoch 1608 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 2362.19 ms
[2021-07-12 04:22:51 main:574] : INFO : Epoch 1609 | loss: 0.0311967 | val_loss: 0.0312013 | Time: 2276.8 ms
[2021-07-12 04:22:54 main:574] : INFO : Epoch 1610 | loss: 0.0311956 | val_loss: 0.031195 | Time: 2276.53 ms
[2021-07-12 04:22:56 main:574] : INFO : Epoch 1611 | loss: 0.0311969 | val_loss: 0.0311951 | Time: 2280.18 ms
[2021-07-12 04:22:58 main:574] : INFO : Epoch 1612 | loss: 0.0311952 | val_loss: 0.0311979 | Time: 2251.68 ms
[2021-07-12 04:23:01 main:574] : INFO : Epoch 1613 | loss: 0.0311977 | val_loss: 0.0311983 | Time: 2267.1 ms
[2021-07-12 04:23:03 main:574] : INFO : Epoch 1614 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 2221.65 ms
[2021-07-12 04:23:05 main:574] : INFO : Epoch 1615 | loss: 0.0311956 | val_loss: 0.0312013 | Time: 2290.78 ms
[2021-07-12 04:23:07 main:574] : INFO : Epoch 1616 | loss: 0.0312022 | val_loss: 0.0311968 | Time: 2231.95 ms
[2021-07-12 04:23:10 main:574] : INFO : Epoch 1617 | loss: 0.0311988 | val_loss: 0.031206 | Time: 2425.16 ms
[2021-07-12 04:23:12 main:574] : INFO : Epoch 1618 | loss: 0.0312015 | val_loss: 0.0311997 | Time: 2426.42 ms
[2021-07-12 04:23:14 main:574] : INFO : Epoch 1619 | loss: 0.0311969 | val_loss: 0.0311945 | Time: 2252.1 ms
[2021-07-12 04:23:17 main:574] : INFO : Epoch 1620 | loss: 0.0311989 | val_loss: 0.0312101 | Time: 2268.7 ms
[2021-07-12 04:23:19 main:574] : INFO : Epoch 1621 | loss: 0.0312019 | val_loss: 0.0311969 | Time: 2240.02 ms
[2021-07-12 04:23:21 main:574] : INFO : Epoch 1622 | loss: 0.0311959 | val_loss: 0.0311959 | Time: 2291.6 ms
[2021-07-12 04:23:23 main:574] : INFO : Epoch 1623 | loss: 0.0312022 | val_loss: 0.0311994 | Time: 2243.56 ms
[2021-07-12 04:23:26 main:574] : INFO : Epoch 1624 | loss: 0.0312019 | val_loss: 0.0311952 | Time: 2259.72 ms
[2021-07-12 04:23:28 main:574] : INFO : Epoch 1625 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 2283.48 ms
[2021-07-12 04:23:30 main:574] : INFO : Epoch 1626 | loss: 0.0311963 | val_loss: 0.0311942 | Time: 2261.9 ms
[2021-07-12 04:23:33 main:574] : INFO : Epoch 1627 | loss: 0.0311985 | val_loss: 0.0311972 | Time: 2261.8 ms
[2021-07-12 04:23:35 main:574] : INFO : Epoch 1628 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 2258.9 ms
[2021-07-12 04:23:37 main:574] : INFO : Epoch 1629 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 2239.83 ms
[2021-07-12 04:23:39 main:574] : INFO : Epoch 1630 | loss: 0.031196 | val_loss: 0.0311942 | Time: 2234.12 ms
[2021-07-12 04:23:42 main:574] : INFO : Epoch 1631 | loss: 0.0311937 | val_loss: 0.0311954 | Time: 2176.54 ms
[2021-07-12 04:23:44 main:574] : INFO : Epoch 1632 | loss: 0.031196 | val_loss: 0.0311981 | Time: 2270.72 ms
[2021-07-12 04:23:46 main:574] : INFO : Epoch 1633 | loss: 0.0311957 | val_loss: 0.0311949 | Time: 2218.89 ms
[2021-07-12 04:23:48 main:574] : INFO : Epoch 1634 | loss: 0.0311965 | val_loss: 0.0312011 | Time: 2285.23 ms
[2021-07-12 04:23:51 main:574] : INFO : Epoch 1635 | loss: 0.0312 | val_loss: 0.0312271 | Time: 2260.52 ms
[2021-07-12 04:23:53 main:574] : INFO : Epoch 1636 | loss: 0.0312067 | val_loss: 0.0311992 | Time: 2249.84 ms
[2021-07-12 04:23:55 main:574] : INFO : Epoch 1637 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 2272.98 ms
[2021-07-12 04:23:57 main:574] : INFO : Epoch 1638 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 2272.24 ms
[2021-07-12 04:24:00 main:574] : INFO : Epoch 1639 | loss: 0.0311967 | val_loss: 0.0311944 | Time: 2266.56 ms
[2021-07-12 04:24:02 main:574] : INFO : Epoch 1640 | loss: 0.031195 | val_loss: 0.0311946 | Time: 2281.55 ms
[2021-07-12 04:24:04 main:574] : INFO : Epoch 1641 | loss: 0.0311992 | val_loss: 0.0312146 | Time: 2254.71 ms
[2021-07-12 04:24:07 main:574] : INFO : Epoch 1642 | loss: 0.0312041 | val_loss: 0.0312001 | Time: 2291.23 ms
[2021-07-12 04:24:09 main:574] : INFO : Epoch 1643 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 2259.14 ms
[2021-07-12 04:24:11 main:574] : INFO : Epoch 1644 | loss: 0.0312027 | val_loss: 0.0311996 | Time: 2237.35 ms
[2021-07-12 04:24:13 main:574] : INFO : Epoch 1645 | loss: 0.0311977 | val_loss: 0.0311964 | Time: 2273.95 ms
[2021-07-12 04:24:16 main:574] : INFO : Epoch 1646 | loss: 0.0311954 | val_loss: 0.0311971 | Time: 2275.08 ms
[2021-07-12 04:24:18 main:574] : INFO : Epoch 1647 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 2252.56 ms
[2021-07-12 04:24:20 main:574] : INFO : Epoch 1648 | loss: 0.0311949 | val_loss: 0.0311951 | Time: 2226.07 ms
[2021-07-12 04:24:22 main:574] : INFO : Epoch 1649 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 2233.03 ms
[2021-07-12 04:24:25 main:574] : INFO : Epoch 1650 | loss: 0.0311986 | val_loss: 0.0311947 | Time: 2259.87 ms
[2021-07-12 04:24:27 main:574] : INFO : Epoch 1651 | loss: 0.0311983 | val_loss: 0.0312101 | Time: 2266.38 ms
[2021-07-12 04:24:29 main:574] : INFO : Epoch 1652 | loss: 0.0312002 | val_loss: 0.0312 | Time: 2334.53 ms
[2021-07-12 04:24:32 main:574] : INFO : Epoch 1653 | loss: 0.0311951 | val_loss: 0.0312005 | Time: 2288.22 ms
[2021-07-12 04:24:34 main:574] : INFO : Epoch 1654 | loss: 0.0311957 | val_loss: 0.0312015 | Time: 2242.51 ms
[2021-07-12 04:24:36 main:574] : INFO : Epoch 1655 | loss: 0.031197 | val_loss: 0.0311949 | Time: 2233.32 ms
[2021-07-12 04:24:38 main:574] : INFO : Epoch 1656 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 2269.14 ms
[2021-07-12 04:24:41 main:574] : INFO : Epoch 1657 | loss: 0.0311944 | val_loss: 0.0312168 | Time: 2320.38 ms
[2021-07-12 04:24:43 main:574] : INFO : Epoch 1658 | loss: 0.0312014 | val_loss: 0.0311995 | Time: 2300.15 ms
[2021-07-12 04:24:45 main:574] : INFO : Epoch 1659 | loss: 0.0311982 | val_loss: 0.0311961 | Time: 2244.67 ms
[2021-07-12 04:24:47 main:574] : INFO : Epoch 1660 | loss: 0.0311981 | val_loss: 0.0311969 | Time: 2233.97 ms
[2021-07-12 04:24:50 main:574] : INFO : Epoch 1661 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 2270.58 ms
[2021-07-12 04:24:52 main:574] : INFO : Epoch 1662 | loss: 0.0311971 | val_loss: 0.0312047 | Time: 2265.74 ms
[2021-07-12 04:24:54 main:574] : INFO : Epoch 1663 | loss: 0.0311946 | val_loss: 0.031194 | Time: 2306.19 ms
[2021-07-12 04:24:57 main:574] : INFO : Epoch 1664 | loss: 0.0311938 | val_loss: 0.0311941 | Time: 2270.95 ms
[2021-07-12 04:24:59 main:574] : INFO : Epoch 1665 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 2227.36 ms
[2021-07-12 04:25:01 main:574] : INFO : Epoch 1666 | loss: 0.0311943 | val_loss: 0.0311943 | Time: 2220.91 ms
[2021-07-12 04:25:03 main:574] : INFO : Epoch 1667 | loss: 0.0311943 | val_loss: 0.031197 | Time: 2254.68 ms
[2021-07-12 04:25:06 main:574] : INFO : Epoch 1668 | loss: 0.0311953 | val_loss: 0.031198 | Time: 2266.63 ms
[2021-07-12 04:25:08 main:574] : INFO : Epoch 1669 | loss: 0.031197 | val_loss: 0.0312042 | Time: 2269.31 ms
[2021-07-12 04:25:10 main:574] : INFO : Epoch 1670 | loss: 0.0311961 | val_loss: 0.0312 | Time: 2244.55 ms
[2021-07-12 04:25:12 main:574] : INFO : Epoch 1671 | loss: 0.0311964 | val_loss: 0.0312022 | Time: 2298.27 ms
[2021-07-12 04:25:15 main:574] : INFO : Epoch 1672 | loss: 0.0311997 | val_loss: 0.0312155 | Time: 2323.71 ms
[2021-07-12 04:25:17 main:574] : INFO : Epoch 1673 | loss: 0.0312004 | val_loss: 0.0312008 | Time: 2325.78 ms
[2021-07-12 04:25:19 main:574] : INFO : Epoch 1674 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 2280.91 ms
[2021-07-12 04:25:22 main:574] : INFO : Epoch 1675 | loss: 0.0311943 | val_loss: 0.0311976 | Time: 2248.98 ms
[2021-07-12 04:25:24 main:574] : INFO : Epoch 1676 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 2249.09 ms
[2021-07-12 04:25:26 main:574] : INFO : Epoch 1677 | loss: 0.0311954 | val_loss: 0.0312093 | Time: 2248.6 ms
[2021-07-12 04:25:28 main:574] : INFO : Epoch 1678 | loss: 0.0311957 | val_loss: 0.0311944 | Time: 2230.66 ms
[2021-07-12 04:25:31 main:574] : INFO : Epoch 1679 | loss: 0.0311933 | val_loss: 0.031195 | Time: 2205.52 ms
[2021-07-12 04:25:33 main:574] : INFO : Epoch 1680 | loss: 0.031193 | val_loss: 0.0311941 | Time: 2262.11 ms
[2021-07-12 04:25:35 main:574] : INFO : Epoch 1681 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 2243.34 ms
[2021-07-12 04:25:37 main:574] : INFO : Epoch 1682 | loss: 0.0311967 | val_loss: 0.0311943 | Time: 2256.13 ms
[2021-07-12 04:25:40 main:574] : INFO : Epoch 1683 | loss: 0.0311953 | val_loss: 0.0311972 | Time: 2270.04 ms
[2021-07-12 04:25:42 main:574] : INFO : Epoch 1684 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 2258.25 ms
[2021-07-12 04:25:44 main:574] : INFO : Epoch 1685 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 2235.64 ms
[2021-07-12 04:25:46 main:574] : INFO : Epoch 1686 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 2257.46 ms
[2021-07-12 04:25:49 main:574] : INFO : Epoch 1687 | loss: 0.0311939 | val_loss: 0.0312036 | Time: 2342.91 ms
[2021-07-12 04:25:51 main:574] : INFO : Epoch 1688 | loss: 0.0311936 | val_loss: 0.0311944 | Time: 2306.14 ms
[2021-07-12 04:25:53 main:574] : INFO : Epoch 1689 | loss: 0.0311947 | val_loss: 0.0311957 | Time: 2250.92 ms
[2021-07-12 04:25:56 main:574] : INFO : Epoch 1690 | loss: 0.031196 | val_loss: 0.0311966 | Time: 2186.63 ms
[2021-07-12 04:25:58 main:574] : INFO : Epoch 1691 | loss: 0.0311973 | val_loss: 0.0312036 | Time: 2312.88 ms
[2021-07-12 04:26:00 main:574] : INFO : Epoch 1692 | loss: 0.0312001 | val_loss: 0.0311967 | Time: 2271.66 ms
[2021-07-12 04:26:02 main:574] : INFO : Epoch 1693 | loss: 0.0311941 | val_loss: 0.0311951 | Time: 2313.97 ms
[2021-07-12 04:26:05 main:574] : INFO : Epoch 1694 | loss: 0.0311975 | val_loss: 0.0312058 | Time: 2261.22 ms
[2021-07-12 04:26:07 main:574] : INFO : Epoch 1695 | loss: 0.0311996 | val_loss: 0.031199 | Time: 2382.44 ms
[2021-07-12 04:26:09 main:574] : INFO : Epoch 1696 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 2232.88 ms
[2021-07-12 04:26:12 main:574] : INFO : Epoch 1697 | loss: 0.031198 | val_loss: 0.0311998 | Time: 2343.89 ms
[2021-07-12 04:26:14 main:574] : INFO : Epoch 1698 | loss: 0.0311958 | val_loss: 0.0311962 | Time: 2289.5 ms
[2021-07-12 04:26:16 main:574] : INFO : Epoch 1699 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 2352.66 ms
[2021-07-12 04:26:19 main:574] : INFO : Epoch 1700 | loss: 0.0312009 | val_loss: 0.031196 | Time: 2287.51 ms
[2021-07-12 04:26:21 main:574] : INFO : Epoch 1701 | loss: 0.0311947 | val_loss: 0.0311934 | Time: 2252.84 ms
[2021-07-12 04:26:23 main:574] : INFO : Epoch 1702 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 2222.46 ms
[2021-07-12 04:26:25 main:574] : INFO : Epoch 1703 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 2233.44 ms
[2021-07-12 04:26:28 main:574] : INFO : Epoch 1704 | loss: 0.0311968 | val_loss: 0.0311939 | Time: 2248.78 ms
[2021-07-12 04:26:30 main:574] : INFO : Epoch 1705 | loss: 0.031193 | val_loss: 0.0311939 | Time: 2255.44 ms
[2021-07-12 04:26:32 main:574] : INFO : Epoch 1706 | loss: 0.0311958 | val_loss: 0.0311973 | Time: 2420 ms
[2021-07-12 04:26:35 main:574] : INFO : Epoch 1707 | loss: 0.0311936 | val_loss: 0.031199 | Time: 2343.98 ms
[2021-07-12 04:26:37 main:574] : INFO : Epoch 1708 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 2269.19 ms
[2021-07-12 04:26:39 main:574] : INFO : Epoch 1709 | loss: 0.0311946 | val_loss: 0.0311949 | Time: 2291.07 ms
[2021-07-12 04:26:42 main:574] : INFO : Epoch 1710 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 2246.2 ms
[2021-07-12 04:26:44 main:574] : INFO : Epoch 1711 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 2266.41 ms
[2021-07-12 04:26:46 main:574] : INFO : Epoch 1712 | loss: 0.0311995 | val_loss: 0.0312006 | Time: 2242.94 ms
[2021-07-12 04:26:48 main:574] : INFO : Epoch 1713 | loss: 0.0311987 | val_loss: 0.0311954 | Time: 2221.47 ms
[2021-07-12 04:26:50 main:574] : INFO : Epoch 1714 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 2227.19 ms
[2021-07-12 04:26:53 main:574] : INFO : Epoch 1715 | loss: 0.0311931 | val_loss: 0.0311957 | Time: 2274.33 ms
[2021-07-12 04:26:55 main:574] : INFO : Epoch 1716 | loss: 0.0311936 | val_loss: 0.0311932 | Time: 2264.1 ms
[2021-07-12 04:26:57 main:574] : INFO : Epoch 1717 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 2237.2 ms
[2021-07-12 04:27:00 main:574] : INFO : Epoch 1718 | loss: 0.0312028 | val_loss: 0.0312071 | Time: 2247.02 ms
[2021-07-12 04:27:02 main:574] : INFO : Epoch 1719 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 2231.19 ms
[2021-07-12 04:27:04 main:574] : INFO : Epoch 1720 | loss: 0.031197 | val_loss: 0.0312038 | Time: 2211.92 ms
[2021-07-12 04:27:06 main:574] : INFO : Epoch 1721 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 2252.09 ms
[2021-07-12 04:27:08 main:574] : INFO : Epoch 1722 | loss: 0.0311951 | val_loss: 0.0311942 | Time: 2262.19 ms
[2021-07-12 04:27:11 main:574] : INFO : Epoch 1723 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 2285.13 ms
[2021-07-12 04:27:13 main:574] : INFO : Epoch 1724 | loss: 0.0311929 | val_loss: 0.031211 | Time: 2266.77 ms
[2021-07-12 04:27:15 main:574] : INFO : Epoch 1725 | loss: 0.0311966 | val_loss: 0.031204 | Time: 2240.22 ms
[2021-07-12 04:27:18 main:574] : INFO : Epoch 1726 | loss: 0.0311987 | val_loss: 0.0312014 | Time: 2266.78 ms
[2021-07-12 04:27:20 main:574] : INFO : Epoch 1727 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 2240.34 ms
[2021-07-12 04:27:22 main:574] : INFO : Epoch 1728 | loss: 0.0311939 | val_loss: 0.0311975 | Time: 2240.06 ms
[2021-07-12 04:27:24 main:574] : INFO : Epoch 1729 | loss: 0.0311976 | val_loss: 0.0311952 | Time: 2251.67 ms
[2021-07-12 04:27:27 main:574] : INFO : Epoch 1730 | loss: 0.031193 | val_loss: 0.0311934 | Time: 2250.13 ms
[2021-07-12 04:27:29 main:574] : INFO : Epoch 1731 | loss: 0.0311943 | val_loss: 0.0311939 | Time: 2217.99 ms
[2021-07-12 04:27:31 main:574] : INFO : Epoch 1732 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2270.39 ms
[2021-07-12 04:27:33 main:574] : INFO : Epoch 1733 | loss: 0.0311926 | val_loss: 0.0311998 | Time: 2244.14 ms
[2021-07-12 04:27:36 main:574] : INFO : Epoch 1734 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2255.86 ms
[2021-07-12 04:27:38 main:574] : INFO : Epoch 1735 | loss: 0.0311949 | val_loss: 0.0311957 | Time: 2285.21 ms
[2021-07-12 04:27:40 main:574] : INFO : Epoch 1736 | loss: 0.0311939 | val_loss: 0.0312015 | Time: 2264.75 ms
[2021-07-12 04:27:42 main:574] : INFO : Epoch 1737 | loss: 0.0311941 | val_loss: 0.0311941 | Time: 2263.84 ms
[2021-07-12 04:27:45 main:574] : INFO : Epoch 1738 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 2242.99 ms
[2021-07-12 04:27:47 main:574] : INFO : Epoch 1739 | loss: 0.0312007 | val_loss: 0.031198 | Time: 2257.72 ms
[2021-07-12 04:27:49 main:574] : INFO : Epoch 1740 | loss: 0.0312111 | val_loss: 0.0311968 | Time: 2273.28 ms
[2021-07-12 04:27:51 main:574] : INFO : Epoch 1741 | loss: 0.0311945 | val_loss: 0.0312046 | Time: 2247.64 ms
[2021-07-12 04:27:54 main:574] : INFO : Epoch 1742 | loss: 0.0311929 | val_loss: 0.0312026 | Time: 2218.05 ms
[2021-07-12 04:27:56 main:574] : INFO : Epoch 1743 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 2240.48 ms
[2021-07-12 04:27:58 main:574] : INFO : Epoch 1744 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 2226.09 ms
[2021-07-12 04:28:00 main:574] : INFO : Epoch 1745 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 2232.02 ms
[2021-07-12 04:28:03 main:574] : INFO : Epoch 1746 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 2229.91 ms
[2021-07-12 04:28:05 main:574] : INFO : Epoch 1747 | loss: 0.0311944 | val_loss: 0.0312028 | Time: 2276.9 ms
[2021-07-12 04:28:07 main:574] : INFO : Epoch 1748 | loss: 0.0311966 | val_loss: 0.0311937 | Time: 2249.93 ms
[2021-07-12 04:28:09 main:574] : INFO : Epoch 1749 | loss: 0.0311952 | val_loss: 0.0312011 | Time: 2259.79 ms
[2021-07-12 04:28:12 main:574] : INFO : Epoch 1750 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 2254.2 ms
[2021-07-12 04:28:14 main:574] : INFO : Epoch 1751 | loss: 0.0311972 | val_loss: 0.0311953 | Time: 2214.17 ms
[2021-07-12 04:28:16 main:574] : INFO : Epoch 1752 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 2272.74 ms
[2021-07-12 04:28:18 main:574] : INFO : Epoch 1753 | loss: 0.0311939 | val_loss: 0.0311943 | Time: 2264.14 ms
[2021-07-12 04:28:21 main:574] : INFO : Epoch 1754 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 2259.73 ms
[2021-07-12 04:28:23 main:574] : INFO : Epoch 1755 | loss: 0.0311938 | val_loss: 0.031198 | Time: 2255.81 ms
[2021-07-12 04:28:25 main:574] : INFO : Epoch 1756 | loss: 0.0311957 | val_loss: 0.0312084 | Time: 2287.73 ms
[2021-07-12 04:28:27 main:574] : INFO : Epoch 1757 | loss: 0.031194 | val_loss: 0.0311943 | Time: 2277.58 ms
[2021-07-12 04:28:30 main:574] : INFO : Epoch 1758 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 2269.36 ms
[2021-07-12 04:28:32 main:574] : INFO : Epoch 1759 | loss: 0.0311933 | val_loss: 0.0311959 | Time: 2257.24 ms
[2021-07-12 04:28:34 main:574] : INFO : Epoch 1760 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 2247.69 ms
[2021-07-12 04:28:37 main:574] : INFO : Epoch 1761 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 2258.79 ms
[2021-07-12 04:28:39 main:574] : INFO : Epoch 1762 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 2262.12 ms
[2021-07-12 04:28:41 main:574] : INFO : Epoch 1763 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 2275.54 ms
[2021-07-12 04:28:43 main:574] : INFO : Epoch 1764 | loss: 0.0311909 | val_loss: 0.0312067 | Time: 2253.5 ms
[2021-07-12 04:28:46 main:574] : INFO : Epoch 1765 | loss: 0.0311991 | val_loss: 0.0311969 | Time: 2252.15 ms
[2021-07-12 04:28:48 main:574] : INFO : Epoch 1766 | loss: 0.0311931 | val_loss: 0.0311992 | Time: 2238.2 ms
[2021-07-12 04:28:50 main:574] : INFO : Epoch 1767 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 2217.04 ms
[2021-07-12 04:28:52 main:574] : INFO : Epoch 1768 | loss: 0.0311932 | val_loss: 0.0311937 | Time: 2267.74 ms
[2021-07-12 04:28:55 main:574] : INFO : Epoch 1769 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 2249.59 ms
[2021-07-12 04:28:57 main:574] : INFO : Epoch 1770 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 2272.56 ms
[2021-07-12 04:28:59 main:574] : INFO : Epoch 1771 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 2281.85 ms
[2021-07-12 04:29:01 main:574] : INFO : Epoch 1772 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 2255.64 ms
[2021-07-12 04:29:04 main:574] : INFO : Epoch 1773 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 2264.85 ms
[2021-07-12 04:29:06 main:574] : INFO : Epoch 1774 | loss: 0.0311933 | val_loss: 0.0312025 | Time: 2239.28 ms
[2021-07-12 04:29:08 main:574] : INFO : Epoch 1775 | loss: 0.0311914 | val_loss: 0.0311936 | Time: 2251.14 ms
[2021-07-12 04:29:10 main:574] : INFO : Epoch 1776 | loss: 0.0311979 | val_loss: 0.0312067 | Time: 2255.94 ms
[2021-07-12 04:29:13 main:574] : INFO : Epoch 1777 | loss: 0.031194 | val_loss: 0.0311941 | Time: 2241.25 ms
[2021-07-12 04:29:15 main:574] : INFO : Epoch 1778 | loss: 0.0311926 | val_loss: 0.0312043 | Time: 2262.91 ms
[2021-07-12 04:29:17 main:574] : INFO : Epoch 1779 | loss: 0.0311932 | val_loss: 0.0311953 | Time: 2261.74 ms
[2021-07-12 04:29:19 main:574] : INFO : Epoch 1780 | loss: 0.0311905 | val_loss: 0.0311968 | Time: 2250.04 ms
[2021-07-12 04:29:22 main:574] : INFO : Epoch 1781 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 2261.01 ms
[2021-07-12 04:29:24 main:574] : INFO : Epoch 1782 | loss: 0.0311963 | val_loss: 0.0312035 | Time: 2263.55 ms
[2021-07-12 04:29:26 main:574] : INFO : Epoch 1783 | loss: 0.0311951 | val_loss: 0.0311947 | Time: 2259.72 ms
[2021-07-12 04:29:28 main:574] : INFO : Epoch 1784 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 2224.16 ms
[2021-07-12 04:29:31 main:574] : INFO : Epoch 1785 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 2268.39 ms
[2021-07-12 04:29:33 main:574] : INFO : Epoch 1786 | loss: 0.0311946 | val_loss: 0.0311962 | Time: 2269.15 ms
[2021-07-12 04:29:35 main:574] : INFO : Epoch 1787 | loss: 0.0311987 | val_loss: 0.0311929 | Time: 2262.22 ms
[2021-07-12 04:29:38 main:574] : INFO : Epoch 1788 | loss: 0.0311944 | val_loss: 0.0312136 | Time: 2234.07 ms
[2021-07-12 04:29:40 main:574] : INFO : Epoch 1789 | loss: 0.0312082 | val_loss: 0.0312072 | Time: 2248.74 ms
[2021-07-12 04:29:42 main:574] : INFO : Epoch 1790 | loss: 0.0312142 | val_loss: 0.0312081 | Time: 2226.31 ms
[2021-07-12 04:29:44 main:574] : INFO : Epoch 1791 | loss: 0.0312066 | val_loss: 0.0312084 | Time: 2250.5 ms
[2021-07-12 04:29:47 main:574] : INFO : Epoch 1792 | loss: 0.0312024 | val_loss: 0.0312029 | Time: 2240.73 ms
[2021-07-12 04:29:49 main:574] : INFO : Epoch 1793 | loss: 0.0312024 | val_loss: 0.0311958 | Time: 2231.48 ms
[2021-07-12 04:29:51 main:574] : INFO : Epoch 1794 | loss: 0.0312 | val_loss: 0.0311943 | Time: 2237.38 ms
[2021-07-12 04:29:53 main:574] : INFO : Epoch 1795 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 2249.17 ms
[2021-07-12 04:29:55 main:574] : INFO : Epoch 1796 | loss: 0.0311944 | val_loss: 0.0311939 | Time: 2218.92 ms
[2021-07-12 04:29:58 main:574] : INFO : Epoch 1797 | loss: 0.0311947 | val_loss: 0.0312014 | Time: 2211.35 ms
[2021-07-12 04:30:00 main:574] : INFO : Epoch 1798 | loss: 0.031201 | val_loss: 0.0312071 | Time: 2259.66 ms
[2021-07-12 04:30:02 main:574] : INFO : Epoch 1799 | loss: 0.0311977 | val_loss: 0.0311955 | Time: 2264.42 ms
[2021-07-12 04:30:04 main:574] : INFO : Epoch 1800 | loss: 0.0311942 | val_loss: 0.0311947 | Time: 2278.4 ms
[2021-07-12 04:30:07 main:574] : INFO : Epoch 1801 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 2260.38 ms
[2021-07-12 04:30:09 main:574] : INFO : Epoch 1802 | loss: 0.0311997 | val_loss: 0.0312144 | Time: 2219.88 ms
[2021-07-12 04:30:11 main:574] : INFO : Epoch 1803 | loss: 0.0311986 | val_loss: 0.0311947 | Time: 2229.16 ms
[2021-07-12 04:30:14 main:574] : INFO : Epoch 1804 | loss: 0.0311993 | val_loss: 0.0312032 | Time: 2284.05 ms
[2021-07-12 04:30:16 main:574] : INFO : Epoch 1805 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 2281.16 ms
[2021-07-12 04:30:18 main:574] : INFO : Epoch 1806 | loss: 0.0311948 | val_loss: 0.031193 | Time: 2261.97 ms
[2021-07-12 04:30:20 main:574] : INFO : Epoch 1807 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 2292.98 ms
[2021-07-12 04:30:23 main:574] : INFO : Epoch 1808 | loss: 0.0311993 | val_loss: 0.0311989 | Time: 2255.84 ms
[2021-07-12 04:30:25 main:574] : INFO : Epoch 1809 | loss: 0.0312 | val_loss: 0.0311981 | Time: 2218.84 ms
[2021-07-12 04:30:27 main:574] : INFO : Epoch 1810 | loss: 0.0311983 | val_loss: 0.0311965 | Time: 2278.07 ms
[2021-07-12 04:30:29 main:574] : INFO : Epoch 1811 | loss: 0.0311996 | val_loss: 0.0312003 | Time: 2240.11 ms
[2021-07-12 04:30:32 main:574] : INFO : Epoch 1812 | loss: 0.0311985 | val_loss: 0.0312054 | Time: 2297.92 ms
[2021-07-12 04:30:34 main:574] : INFO : Epoch 1813 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 2274.5 ms
[2021-07-12 04:30:36 main:574] : INFO : Epoch 1814 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 2246.67 ms
[2021-07-12 04:30:38 main:574] : INFO : Epoch 1815 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 2232.31 ms
[2021-07-12 04:30:41 main:574] : INFO : Epoch 1816 | loss: 0.0311902 | val_loss: 0.0311931 | Time: 2253.03 ms
[2021-07-12 04:30:43 main:574] : INFO : Epoch 1817 | loss: 0.0311906 | val_loss: 0.0311932 | Time: 2295.04 ms
[2021-07-12 04:30:45 main:574] : INFO : Epoch 1818 | loss: 0.0311908 | val_loss: 0.0311934 | Time: 2273.55 ms
[2021-07-12 04:30:47 main:574] : INFO : Epoch 1819 | loss: 0.0311952 | val_loss: 0.0312107 | Time: 2250.31 ms
[2021-07-12 04:30:50 main:574] : INFO : Epoch 1820 | loss: 0.0311928 | val_loss: 0.0312035 | Time: 2257.78 ms
[2021-07-12 04:30:52 main:574] : INFO : Epoch 1821 | loss: 0.0312026 | val_loss: 0.0311979 | Time: 2241.3 ms
[2021-07-12 04:30:54 main:574] : INFO : Epoch 1822 | loss: 0.0312029 | val_loss: 0.0311988 | Time: 2248.55 ms
[2021-07-12 04:30:57 main:574] : INFO : Epoch 1823 | loss: 0.0311977 | val_loss: 0.0312 | Time: 2259.02 ms
[2021-07-12 04:30:59 main:574] : INFO : Epoch 1824 | loss: 0.0311963 | val_loss: 0.0312118 | Time: 2276.26 ms
[2021-07-12 04:31:01 main:574] : INFO : Epoch 1825 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 2259.45 ms
[2021-07-12 04:31:03 main:574] : INFO : Epoch 1826 | loss: 0.0311936 | val_loss: 0.0311976 | Time: 2274.89 ms
[2021-07-12 04:31:06 main:574] : INFO : Epoch 1827 | loss: 0.0311925 | val_loss: 0.0311953 | Time: 2277.69 ms
[2021-07-12 04:31:08 main:574] : INFO : Epoch 1828 | loss: 0.0311917 | val_loss: 0.0312013 | Time: 2245.04 ms
[2021-07-12 04:31:10 main:574] : INFO : Epoch 1829 | loss: 0.0311936 | val_loss: 0.0311984 | Time: 2257.39 ms
[2021-07-12 04:31:12 main:574] : INFO : Epoch 1830 | loss: 0.0311967 | val_loss: 0.0312083 | Time: 2256.33 ms
[2021-07-12 04:31:15 main:574] : INFO : Epoch 1831 | loss: 0.0311954 | val_loss: 0.0311956 | Time: 2237.73 ms
[2021-07-12 04:31:17 main:574] : INFO : Epoch 1832 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 2275.99 ms
[2021-07-12 04:31:19 main:574] : INFO : Epoch 1833 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 2277.29 ms
[2021-07-12 04:31:21 main:574] : INFO : Epoch 1834 | loss: 0.0311932 | val_loss: 0.0311969 | Time: 2241.42 ms
[2021-07-12 04:31:24 main:574] : INFO : Epoch 1835 | loss: 0.0311943 | val_loss: 0.0311959 | Time: 2272.38 ms
[2021-07-12 04:31:26 main:574] : INFO : Epoch 1836 | loss: 0.0311917 | val_loss: 0.0311976 | Time: 2280.21 ms
[2021-07-12 04:31:28 main:574] : INFO : Epoch 1837 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 2277.23 ms
[2021-07-12 04:31:31 main:574] : INFO : Epoch 1838 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 2271.25 ms
[2021-07-12 04:31:33 main:574] : INFO : Epoch 1839 | loss: 0.0311931 | val_loss: 0.0312042 | Time: 2221.54 ms
[2021-07-12 04:31:35 main:574] : INFO : Epoch 1840 | loss: 0.0311962 | val_loss: 0.031194 | Time: 2262.24 ms
[2021-07-12 04:31:37 main:574] : INFO : Epoch 1841 | loss: 0.0311924 | val_loss: 0.0311999 | Time: 2272.26 ms
[2021-07-12 04:31:40 main:574] : INFO : Epoch 1842 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 2253.17 ms
[2021-07-12 04:31:42 main:574] : INFO : Epoch 1843 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 2255.32 ms
[2021-07-12 04:31:44 main:574] : INFO : Epoch 1844 | loss: 0.0311949 | val_loss: 0.0311936 | Time: 2313.26 ms
[2021-07-12 04:31:46 main:574] : INFO : Epoch 1845 | loss: 0.031193 | val_loss: 0.0311945 | Time: 2284.79 ms
[2021-07-12 04:31:49 main:574] : INFO : Epoch 1846 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 2262.26 ms
[2021-07-12 04:31:51 main:574] : INFO : Epoch 1847 | loss: 0.0312044 | val_loss: 0.0312088 | Time: 2289.43 ms
[2021-07-12 04:31:53 main:574] : INFO : Epoch 1848 | loss: 0.0312056 | val_loss: 0.0312012 | Time: 2292.14 ms
[2021-07-12 04:31:56 main:574] : INFO : Epoch 1849 | loss: 0.0312024 | val_loss: 0.0312007 | Time: 2262.57 ms
[2021-07-12 04:31:58 main:574] : INFO : Epoch 1850 | loss: 0.031201 | val_loss: 0.0312063 | Time: 2301.98 ms
[2021-07-12 04:32:00 main:574] : INFO : Epoch 1851 | loss: 0.0311997 | val_loss: 0.0312131 | Time: 2302.98 ms
[2021-07-12 04:32:03 main:574] : INFO : Epoch 1852 | loss: 0.0311982 | val_loss: 0.0311968 | Time: 2371.89 ms
[2021-07-12 04:32:05 main:574] : INFO : Epoch 1853 | loss: 0.0311942 | val_loss: 0.0311975 | Time: 2297.5 ms
[2021-07-12 04:32:07 main:574] : INFO : Epoch 1854 | loss: 0.031194 | val_loss: 0.0312018 | Time: 2298.31 ms
[2021-07-12 04:32:10 main:574] : INFO : Epoch 1855 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 2334.22 ms
[2021-07-12 04:32:12 main:574] : INFO : Epoch 1856 | loss: 0.031197 | val_loss: 0.0311973 | Time: 2270.84 ms
[2021-07-12 04:32:14 main:574] : INFO : Epoch 1857 | loss: 0.0311963 | val_loss: 0.0311964 | Time: 2299.92 ms
[2021-07-12 04:32:17 main:574] : INFO : Epoch 1858 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 2297.84 ms
[2021-07-12 04:32:19 main:574] : INFO : Epoch 1859 | loss: 0.0311925 | val_loss: 0.0311984 | Time: 2374.25 ms
[2021-07-12 04:32:21 main:574] : INFO : Epoch 1860 | loss: 0.0311921 | val_loss: 0.0311954 | Time: 2320.96 ms
[2021-07-12 04:32:23 main:574] : INFO : Epoch 1861 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 2256.8 ms
[2021-07-12 04:32:26 main:574] : INFO : Epoch 1862 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 2304.24 ms
[2021-07-12 04:32:28 main:574] : INFO : Epoch 1863 | loss: 0.0312002 | val_loss: 0.0312003 | Time: 2266.27 ms
[2021-07-12 04:32:30 main:574] : INFO : Epoch 1864 | loss: 0.0311974 | val_loss: 0.0311971 | Time: 2270.9 ms
[2021-07-12 04:32:33 main:574] : INFO : Epoch 1865 | loss: 0.0311959 | val_loss: 0.031194 | Time: 2279.1 ms
[2021-07-12 04:32:35 main:574] : INFO : Epoch 1866 | loss: 0.0311988 | val_loss: 0.0311934 | Time: 2271.2 ms
[2021-07-12 04:32:37 main:574] : INFO : Epoch 1867 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 2273.04 ms
[2021-07-12 04:32:39 main:574] : INFO : Epoch 1868 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 2283.47 ms
[2021-07-12 04:32:42 main:574] : INFO : Epoch 1869 | loss: 0.031191 | val_loss: 0.0311927 | Time: 2282.54 ms
[2021-07-12 04:32:44 main:574] : INFO : Epoch 1870 | loss: 0.031194 | val_loss: 0.031194 | Time: 2282.75 ms
[2021-07-12 04:32:46 main:574] : INFO : Epoch 1871 | loss: 0.0311931 | val_loss: 0.0311922 | Time: 2295.17 ms
[2021-07-12 04:32:49 main:574] : INFO : Epoch 1872 | loss: 0.0311947 | val_loss: 0.0311936 | Time: 2301.93 ms
[2021-07-12 04:32:51 main:574] : INFO : Epoch 1873 | loss: 0.0311908 | val_loss: 0.0311928 | Time: 2303.29 ms
[2021-07-12 04:32:53 main:574] : INFO : Epoch 1874 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 2267.5 ms
[2021-07-12 04:32:56 main:574] : INFO : Epoch 1875 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 2265.69 ms
[2021-07-12 04:32:58 main:574] : INFO : Epoch 1876 | loss: 0.0311946 | val_loss: 0.0312001 | Time: 2262.31 ms
[2021-07-12 04:33:00 main:574] : INFO : Epoch 1877 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 2266.99 ms
[2021-07-12 04:33:02 main:574] : INFO : Epoch 1878 | loss: 0.0311925 | val_loss: 0.0312031 | Time: 2288.65 ms
[2021-07-12 04:33:05 main:574] : INFO : Epoch 1879 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 2234.63 ms
[2021-07-12 04:33:07 main:574] : INFO : Epoch 1880 | loss: 0.0311901 | val_loss: 0.031192 | Time: 2281.02 ms
[2021-07-12 04:33:09 main:574] : INFO : Epoch 1881 | loss: 0.031191 | val_loss: 0.0311919 | Time: 2320.52 ms
[2021-07-12 04:33:12 main:574] : INFO : Epoch 1882 | loss: 0.0311921 | val_loss: 0.0312016 | Time: 2273.2 ms
[2021-07-12 04:33:14 main:574] : INFO : Epoch 1883 | loss: 0.0311929 | val_loss: 0.0312027 | Time: 2257.1 ms
[2021-07-12 04:33:16 main:574] : INFO : Epoch 1884 | loss: 0.031195 | val_loss: 0.031193 | Time: 2279.15 ms
[2021-07-12 04:33:18 main:574] : INFO : Epoch 1885 | loss: 0.0311943 | val_loss: 0.0311921 | Time: 2266.01 ms
[2021-07-12 04:33:21 main:574] : INFO : Epoch 1886 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 2258.96 ms
[2021-07-12 04:33:23 main:574] : INFO : Epoch 1887 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 2304.67 ms
[2021-07-12 04:33:25 main:574] : INFO : Epoch 1888 | loss: 0.0311897 | val_loss: 0.0311917 | Time: 2267.37 ms
[2021-07-12 04:33:27 main:574] : INFO : Epoch 1889 | loss: 0.0311913 | val_loss: 0.0311915 | Time: 2306.3 ms
[2021-07-12 04:33:30 main:574] : INFO : Epoch 1890 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 2313.9 ms
[2021-07-12 04:33:32 main:574] : INFO : Epoch 1891 | loss: 0.0311908 | val_loss: 0.0311915 | Time: 2236.97 ms
[2021-07-12 04:33:34 main:574] : INFO : Epoch 1892 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 2279.33 ms
[2021-07-12 04:33:37 main:574] : INFO : Epoch 1893 | loss: 0.031191 | val_loss: 0.0311952 | Time: 2272.43 ms
[2021-07-12 04:33:39 main:574] : INFO : Epoch 1894 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 2312.45 ms
[2021-07-12 04:33:41 main:574] : INFO : Epoch 1895 | loss: 0.031194 | val_loss: 0.0311942 | Time: 2293.52 ms
[2021-07-12 04:33:44 main:574] : INFO : Epoch 1896 | loss: 0.031192 | val_loss: 0.0311998 | Time: 2277.38 ms
[2021-07-12 04:33:46 main:574] : INFO : Epoch 1897 | loss: 0.0311969 | val_loss: 0.0312071 | Time: 2271.19 ms
[2021-07-12 04:33:48 main:574] : INFO : Epoch 1898 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 2285.78 ms
[2021-07-12 04:33:50 main:574] : INFO : Epoch 1899 | loss: 0.031191 | val_loss: 0.0311917 | Time: 2289.87 ms
[2021-07-12 04:33:53 main:574] : INFO : Epoch 1900 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 2276.27 ms
[2021-07-12 04:33:55 main:574] : INFO : Epoch 1901 | loss: 0.0311941 | val_loss: 0.0311969 | Time: 2321.43 ms
[2021-07-12 04:33:57 main:574] : INFO : Epoch 1902 | loss: 0.0311901 | val_loss: 0.0311991 | Time: 2243.24 ms
[2021-07-12 04:34:00 main:574] : INFO : Epoch 1903 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 2267.54 ms
[2021-07-12 04:34:02 main:574] : INFO : Epoch 1904 | loss: 0.0311905 | val_loss: 0.0311921 | Time: 2263.98 ms
[2021-07-12 04:34:04 main:574] : INFO : Epoch 1905 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 2285.97 ms
[2021-07-12 04:34:06 main:574] : INFO : Epoch 1906 | loss: 0.0311946 | val_loss: 0.0311951 | Time: 2275.05 ms
[2021-07-12 04:34:09 main:574] : INFO : Epoch 1907 | loss: 0.0311923 | val_loss: 0.0311926 | Time: 2262.15 ms
[2021-07-12 04:34:11 main:574] : INFO : Epoch 1908 | loss: 0.031194 | val_loss: 0.0311931 | Time: 2256.85 ms
[2021-07-12 04:34:13 main:574] : INFO : Epoch 1909 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 2286.73 ms
[2021-07-12 04:34:16 main:574] : INFO : Epoch 1910 | loss: 0.0311949 | val_loss: 0.0311995 | Time: 2285.74 ms
[2021-07-12 04:34:18 main:574] : INFO : Epoch 1911 | loss: 0.0312031 | val_loss: 0.03126 | Time: 2292.45 ms
[2021-07-12 04:34:20 main:574] : INFO : Epoch 1912 | loss: 0.0514844 | val_loss: 0.0838492 | Time: 2204.72 ms
[2021-07-12 04:34:22 main:574] : INFO : Epoch 1913 | loss: 0.041734 | val_loss: 0.032242 | Time: 2279.37 ms
[2021-07-12 04:34:25 main:574] : INFO : Epoch 1914 | loss: 0.0321808 | val_loss: 0.0314279 | Time: 2246.5 ms
[2021-07-12 04:34:27 main:574] : INFO : Epoch 1915 | loss: 0.0313912 | val_loss: 0.0312977 | Time: 2269.98 ms
[2021-07-12 04:34:29 main:574] : INFO : Epoch 1916 | loss: 0.0312842 | val_loss: 0.0312747 | Time: 2282.46 ms
[2021-07-12 04:34:31 main:574] : INFO : Epoch 1917 | loss: 0.031266 | val_loss: 0.0312615 | Time: 2258.16 ms
[2021-07-12 04:34:34 main:574] : INFO : Epoch 1918 | loss: 0.0312607 | val_loss: 0.0312598 | Time: 2266.42 ms
[2021-07-12 04:34:36 main:574] : INFO : Epoch 1919 | loss: 0.031259 | val_loss: 0.0312588 | Time: 2244.59 ms
[2021-07-12 04:34:38 main:574] : INFO : Epoch 1920 | loss: 0.0312582 | val_loss: 0.0312577 | Time: 2255.44 ms
[2021-07-12 04:34:40 main:574] : INFO : Epoch 1921 | loss: 0.0312573 | val_loss: 0.0312571 | Time: 2270.48 ms
[2021-07-12 04:34:43 main:574] : INFO : Epoch 1922 | loss: 0.0312568 | val_loss: 0.0312565 | Time: 2271.13 ms
[2021-07-12 04:34:45 main:574] : INFO : Epoch 1923 | loss: 0.0312562 | val_loss: 0.0312559 | Time: 2229.97 ms
[2021-07-12 04:34:47 main:574] : INFO : Epoch 1924 | loss: 0.0312557 | val_loss: 0.0312555 | Time: 2255.64 ms
[2021-07-12 04:34:49 main:574] : INFO : Epoch 1925 | loss: 0.0312553 | val_loss: 0.0312552 | Time: 2229.03 ms
[2021-07-12 04:34:52 main:574] : INFO : Epoch 1926 | loss: 0.0312549 | val_loss: 0.0312547 | Time: 2247.26 ms
[2021-07-12 04:34:54 main:574] : INFO : Epoch 1927 | loss: 0.0312545 | val_loss: 0.0312544 | Time: 2246.74 ms
[2021-07-12 04:34:56 main:574] : INFO : Epoch 1928 | loss: 0.0312542 | val_loss: 0.031254 | Time: 2257.71 ms
[2021-07-12 04:34:58 main:574] : INFO : Epoch 1929 | loss: 0.0312539 | val_loss: 0.0312537 | Time: 2200.84 ms
[2021-07-12 04:35:01 main:574] : INFO : Epoch 1930 | loss: 0.0312535 | val_loss: 0.0312534 | Time: 2241.59 ms
[2021-07-12 04:35:03 main:574] : INFO : Epoch 1931 | loss: 0.0312532 | val_loss: 0.0312531 | Time: 2268.15 ms
[2021-07-12 04:35:05 main:574] : INFO : Epoch 1932 | loss: 0.0312529 | val_loss: 0.0312528 | Time: 2244.27 ms
[2021-07-12 04:35:07 main:574] : INFO : Epoch 1933 | loss: 0.0312526 | val_loss: 0.0312525 | Time: 2257.56 ms
[2021-07-12 04:35:10 main:574] : INFO : Epoch 1934 | loss: 0.0312523 | val_loss: 0.0312523 | Time: 2263.96 ms
[2021-07-12 04:35:12 main:574] : INFO : Epoch 1935 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 2243 ms
[2021-07-12 04:35:14 main:574] : INFO : Epoch 1936 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 2297.46 ms
[2021-07-12 04:35:16 main:574] : INFO : Epoch 1937 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 2258.4 ms
[2021-07-12 04:35:19 main:574] : INFO : Epoch 1938 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2248.74 ms
[2021-07-12 04:35:21 main:574] : INFO : Epoch 1939 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2253.21 ms
[2021-07-12 04:35:23 main:574] : INFO : Epoch 1940 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2302.81 ms
[2021-07-12 04:35:26 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2240.87 ms
[2021-07-12 04:35:28 main:574] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2267.33 ms
[2021-07-12 04:35:30 main:574] : INFO : Epoch 1943 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2255.55 ms
[2021-07-12 04:35:32 main:574] : INFO : Epoch 1944 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2266.02 ms
[2021-07-12 04:35:35 main:574] : INFO : Epoch 1945 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2278.42 ms
[2021-07-12 04:35:37 main:574] : INFO : Epoch 1946 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2286.63 ms
[2021-07-12 04:35:39 main:574] : INFO : Epoch 1947 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2256.08 ms
[2021-07-12 04:35:41 main:574] : INFO : Epoch 1948 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2263.44 ms
[2021-07-12 04:35:44 main:574] : INFO : Epoch 1949 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2263.14 ms
[2021-07-12 04:35:46 main:574] : INFO : Epoch 1950 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2273.55 ms
[2021-07-12 04:35:48 main:574] : INFO : Epoch 1951 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2271.01 ms
[2021-07-12 04:35:51 main:574] : INFO : Epoch 1952 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 2255.22 ms
[2021-07-12 04:35:53 main:574] : INFO : Epoch 1953 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 2293.33 ms
[2021-07-12 04:35:55 main:574] : INFO : Epoch 1954 | loss: 0.031244 | val_loss: 0.0312434 | Time: 2242.23 ms
[2021-07-12 04:35:57 main:574] : INFO : Epoch 1955 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2270.78 ms
[2021-07-12 04:36:00 main:574] : INFO : Epoch 1956 | loss: 0.0312421 | val_loss: 0.031241 | Time: 2250.49 ms
[2021-07-12 04:36:02 main:574] : INFO : Epoch 1957 | loss: 0.0312406 | val_loss: 0.0312395 | Time: 2288.28 ms
[2021-07-12 04:36:04 main:574] : INFO : Epoch 1958 | loss: 0.0312393 | val_loss: 0.0312383 | Time: 2260.05 ms
[2021-07-12 04:36:06 main:574] : INFO : Epoch 1959 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 2265.62 ms
[2021-07-12 04:36:09 main:574] : INFO : Epoch 1960 | loss: 0.0312369 | val_loss: 0.0312357 | Time: 2261.63 ms
[2021-07-12 04:36:11 main:574] : INFO : Epoch 1961 | loss: 0.0312356 | val_loss: 0.0312344 | Time: 2259.57 ms
[2021-07-12 04:36:13 main:574] : INFO : Epoch 1962 | loss: 0.0312341 | val_loss: 0.031233 | Time: 2225.28 ms
[2021-07-12 04:36:15 main:574] : INFO : Epoch 1963 | loss: 0.0312326 | val_loss: 0.0312316 | Time: 2263.17 ms
[2021-07-12 04:36:18 main:574] : INFO : Epoch 1964 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 2271.53 ms
[2021-07-12 04:36:20 main:574] : INFO : Epoch 1965 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 2290.55 ms
[2021-07-12 04:36:22 main:574] : INFO : Epoch 1966 | loss: 0.0312277 | val_loss: 0.0312267 | Time: 2271.55 ms
[2021-07-12 04:36:25 main:574] : INFO : Epoch 1967 | loss: 0.0312261 | val_loss: 0.0312254 | Time: 2264.55 ms
[2021-07-12 04:36:27 main:574] : INFO : Epoch 1968 | loss: 0.0312242 | val_loss: 0.031223 | Time: 2229.43 ms
[2021-07-12 04:36:29 main:574] : INFO : Epoch 1969 | loss: 0.0312222 | val_loss: 0.031221 | Time: 2251.22 ms
[2021-07-12 04:36:31 main:574] : INFO : Epoch 1970 | loss: 0.0312203 | val_loss: 0.0312189 | Time: 2255.52 ms
[2021-07-12 04:36:34 main:574] : INFO : Epoch 1971 | loss: 0.0312182 | val_loss: 0.031216 | Time: 2269.95 ms
[2021-07-12 04:36:36 main:574] : INFO : Epoch 1972 | loss: 0.0312155 | val_loss: 0.0312133 | Time: 2263.58 ms
[2021-07-12 04:36:38 main:574] : INFO : Epoch 1973 | loss: 0.0312126 | val_loss: 0.0312105 | Time: 2251.52 ms
[2021-07-12 04:36:40 main:574] : INFO : Epoch 1974 | loss: 0.0312097 | val_loss: 0.0312076 | Time: 2261.8 ms
[2021-07-12 04:36:43 main:574] : INFO : Epoch 1975 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 2261.45 ms
[2021-07-12 04:36:45 main:574] : INFO : Epoch 1976 | loss: 0.0312049 | val_loss: 0.0312035 | Time: 2238.06 ms
[2021-07-12 04:36:47 main:574] : INFO : Epoch 1977 | loss: 0.0312028 | val_loss: 0.0312017 | Time: 2251.38 ms
[2021-07-12 04:36:49 main:574] : INFO : Epoch 1978 | loss: 0.0312013 | val_loss: 0.0312003 | Time: 2238.56 ms
[2021-07-12 04:36:52 main:574] : INFO : Epoch 1979 | loss: 0.0311997 | val_loss: 0.0311993 | Time: 2243.17 ms
[2021-07-12 04:36:54 main:574] : INFO : Epoch 1980 | loss: 0.031199 | val_loss: 0.0311989 | Time: 2275.13 ms
[2021-07-12 04:36:56 main:574] : INFO : Epoch 1981 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 2232.91 ms
[2021-07-12 04:36:58 main:574] : INFO : Epoch 1982 | loss: 0.0311973 | val_loss: 0.0311976 | Time: 2308.37 ms
[2021-07-12 04:37:01 main:574] : INFO : Epoch 1983 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 2279.29 ms
[2021-07-12 04:37:03 main:574] : INFO : Epoch 1984 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 2284.9 ms
[2021-07-12 04:37:05 main:574] : INFO : Epoch 1985 | loss: 0.0311964 | val_loss: 0.0311965 | Time: 2280.29 ms
[2021-07-12 04:37:08 main:574] : INFO : Epoch 1986 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 2286.85 ms
[2021-07-12 04:37:10 main:574] : INFO : Epoch 1987 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 2239.57 ms
[2021-07-12 04:37:12 main:574] : INFO : Epoch 1988 | loss: 0.0311952 | val_loss: 0.0311962 | Time: 2341.67 ms
[2021-07-12 04:37:14 main:574] : INFO : Epoch 1989 | loss: 0.0311952 | val_loss: 0.031196 | Time: 2272.41 ms
[2021-07-12 04:37:17 main:574] : INFO : Epoch 1990 | loss: 0.0311949 | val_loss: 0.0311963 | Time: 2278.05 ms
[2021-07-12 04:37:19 main:574] : INFO : Epoch 1991 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 2252.94 ms
[2021-07-12 04:37:21 main:574] : INFO : Epoch 1992 | loss: 0.0311949 | val_loss: 0.0311954 | Time: 2230.43 ms
[2021-07-12 04:37:23 main:574] : INFO : Epoch 1993 | loss: 0.0311945 | val_loss: 0.0311958 | Time: 2211.94 ms
[2021-07-12 04:37:26 main:574] : INFO : Epoch 1994 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 2261.5 ms
[2021-07-12 04:37:28 main:574] : INFO : Epoch 1995 | loss: 0.0311939 | val_loss: 0.031196 | Time: 2287.67 ms
[2021-07-12 04:37:30 main:574] : INFO : Epoch 1996 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2268.33 ms
[2021-07-12 04:37:33 main:574] : INFO : Epoch 1997 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 2264.06 ms
[2021-07-12 04:37:35 main:574] : INFO : Epoch 1998 | loss: 0.031194 | val_loss: 0.0311949 | Time: 2265.66 ms
[2021-07-12 04:37:37 main:574] : INFO : Epoch 1999 | loss: 0.0311936 | val_loss: 0.0311947 | Time: 2236.03 ms
[2021-07-12 04:37:39 main:574] : INFO : Epoch 2000 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 2280.42 ms
[2021-07-12 04:37:42 main:574] : INFO : Epoch 2001 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 2270.14 ms
[2021-07-12 04:37:44 main:574] : INFO : Epoch 2002 | loss: 0.0311932 | val_loss: 0.031195 | Time: 2279.57 ms
[2021-07-12 04:37:46 main:574] : INFO : Epoch 2003 | loss: 0.0311929 | val_loss: 0.0311963 | Time: 2283.99 ms
[2021-07-12 04:37:48 main:574] : INFO : Epoch 2004 | loss: 0.0311933 | val_loss: 0.0311945 | Time: 2255.89 ms
[2021-07-12 04:37:51 main:574] : INFO : Epoch 2005 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 2235.92 ms
[2021-07-12 04:37:53 main:574] : INFO : Epoch 2006 | loss: 0.0311935 | val_loss: 0.0311961 | Time: 2275.25 ms
[2021-07-12 04:37:55 main:574] : INFO : Epoch 2007 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 2277.34 ms
[2021-07-12 04:37:58 main:574] : INFO : Epoch 2008 | loss: 0.031193 | val_loss: 0.0311954 | Time: 2298.13 ms
[2021-07-12 04:38:00 main:574] : INFO : Epoch 2009 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 2251.23 ms
[2021-07-12 04:38:02 main:574] : INFO : Epoch 2010 | loss: 0.0311928 | val_loss: 0.0311955 | Time: 2285.22 ms
[2021-07-12 04:38:04 main:574] : INFO : Epoch 2011 | loss: 0.031192 | val_loss: 0.0311945 | Time: 2257.59 ms
[2021-07-12 04:38:07 main:574] : INFO : Epoch 2012 | loss: 0.0311916 | val_loss: 0.0311952 | Time: 2289.6 ms
[2021-07-12 04:38:09 main:574] : INFO : Epoch 2013 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 2264.01 ms
[2021-07-12 04:38:11 main:574] : INFO : Epoch 2014 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 2287.53 ms
[2021-07-12 04:38:14 main:574] : INFO : Epoch 2015 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 2285.21 ms
[2021-07-12 04:38:16 main:574] : INFO : Epoch 2016 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 2265.99 ms
[2021-07-12 04:38:18 main:574] : INFO : Epoch 2017 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 2257.08 ms
[2021-07-12 04:38:20 main:574] : INFO : Epoch 2018 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 2302.97 ms
[2021-07-12 04:38:23 main:574] : INFO : Epoch 2019 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 2282.75 ms
[2021-07-12 04:38:25 main:574] : INFO : Epoch 2020 | loss: 0.0311915 | val_loss: 0.0311938 | Time: 2312.54 ms
[2021-07-12 04:38:27 main:574] : INFO : Epoch 2021 | loss: 0.0311918 | val_loss: 0.0311957 | Time: 2274.47 ms
[2021-07-12 04:38:30 main:574] : INFO : Epoch 2022 | loss: 0.0311919 | val_loss: 0.0311971 | Time: 2288.27 ms
[2021-07-12 04:38:32 main:574] : INFO : Epoch 2023 | loss: 0.0311935 | val_loss: 0.0311935 | Time: 2284.61 ms
[2021-07-12 04:38:34 main:574] : INFO : Epoch 2024 | loss: 0.0311916 | val_loss: 0.0311938 | Time: 2277.59 ms
[2021-07-12 04:38:36 main:574] : INFO : Epoch 2025 | loss: 0.0311905 | val_loss: 0.0311941 | Time: 2273.63 ms
[2021-07-12 04:38:39 main:574] : INFO : Epoch 2026 | loss: 0.031191 | val_loss: 0.0311939 | Time: 2286.66 ms
[2021-07-12 04:38:41 main:574] : INFO : Epoch 2027 | loss: 0.031191 | val_loss: 0.0311938 | Time: 2260.19 ms
[2021-07-12 04:38:43 main:574] : INFO : Epoch 2028 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 2282.43 ms
[2021-07-12 04:38:45 main:574] : INFO : Epoch 2029 | loss: 0.0311908 | val_loss: 0.0311961 | Time: 2277.46 ms
[2021-07-12 04:38:48 main:574] : INFO : Epoch 2030 | loss: 0.0311911 | val_loss: 0.0311964 | Time: 2275.49 ms
[2021-07-12 04:38:50 main:574] : INFO : Epoch 2031 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 2257.59 ms
[2021-07-12 04:38:52 main:574] : INFO : Epoch 2032 | loss: 0.0311906 | val_loss: 0.0311929 | Time: 2261.32 ms
[2021-07-12 04:38:55 main:574] : INFO : Epoch 2033 | loss: 0.0311903 | val_loss: 0.031193 | Time: 2291.99 ms
[2021-07-12 04:38:57 main:574] : INFO : Epoch 2034 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 2290.76 ms
[2021-07-12 04:38:59 main:574] : INFO : Epoch 2035 | loss: 0.0311893 | val_loss: 0.0311929 | Time: 2285.27 ms
[2021-07-12 04:39:01 main:574] : INFO : Epoch 2036 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 2264.89 ms
[2021-07-12 04:39:04 main:574] : INFO : Epoch 2037 | loss: 0.0311903 | val_loss: 0.0311936 | Time: 2276.96 ms
[2021-07-12 04:39:06 main:574] : INFO : Epoch 2038 | loss: 0.0311897 | val_loss: 0.031193 | Time: 2275 ms
[2021-07-12 04:39:08 main:574] : INFO : Epoch 2039 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 2288.87 ms
[2021-07-12 04:39:11 main:574] : INFO : Epoch 2040 | loss: 0.03119 | val_loss: 0.0311935 | Time: 2264.1 ms
[2021-07-12 04:39:13 main:574] : INFO : Epoch 2041 | loss: 0.0311898 | val_loss: 0.0311941 | Time: 2269.4 ms
[2021-07-12 04:39:15 main:574] : INFO : Epoch 2042 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 2273.66 ms
[2021-07-12 04:39:17 main:574] : INFO : Epoch 2043 | loss: 0.0311901 | val_loss: 0.0311956 | Time: 2286.13 ms
[2021-07-12 04:39:20 main:574] : INFO : Epoch 2044 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 2271.75 ms
[2021-07-12 04:39:22 main:574] : INFO : Epoch 2045 | loss: 0.0311896 | val_loss: 0.0311925 | Time: 2299.88 ms
[2021-07-12 04:39:24 main:574] : INFO : Epoch 2046 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 2331.98 ms
[2021-07-12 04:39:27 main:574] : INFO : Epoch 2047 | loss: 0.0311889 | val_loss: 0.0311924 | Time: 2322.15 ms
[2021-07-12 04:39:29 main:574] : INFO : Epoch 2048 | loss: 0.0311903 | val_loss: 0.0311952 | Time: 2463.8 ms
[2021-07-12 04:39:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311952
[2021-07-12 04:39:29 main:603] : INFO : Saving end state to config to file
[2021-07-12 04:39:29 main:608] : INFO : Success, exiting..
04:39:29 (6644): 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)