Task 3776708
| Name | ParityModified-1608177033-4958-5_1 |
| Workunit | 1878871 |
| Created | 22 Jan 2021, 12:27:57 UTC |
| Sent | 22 Jan 2021, 12:43:38 UTC |
| Report deadline | 29 Jan 2021, 12:43:38 UTC |
| Received | 22 Jan 2021, 20:21:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 20 min 57 sec |
| CPU time | 1 hours 10 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0312011 | val_loss: 0.031203 | Time: 2345.82 ms [2021-01-22 12:01:08 main:574] : INFO : Epoch 1543 | loss: 0.0311998 | val_loss: 0.0312037 | Time: 2280.17 ms [2021-01-22 12:01:11 main:574] : INFO : Epoch 1544 | loss: 0.0311996 | val_loss: 0.031203 | Time: 2377.4 ms [2021-01-22 12:01:13 main:574] : INFO : Epoch 1545 | loss: 0.0312006 | val_loss: 0.0312054 | Time: 2391.88 ms [2021-01-22 12:01:15 main:574] : INFO : Epoch 1546 | loss: 0.0311998 | val_loss: 0.0312034 | Time: 2317.5 ms [2021-01-22 12:01:18 main:574] : INFO : Epoch 1547 | loss: 0.0312005 | val_loss: 0.0312028 | Time: 2236.27 ms [2021-01-22 12:01:20 main:574] : INFO : Epoch 1548 | loss: 0.0312 | val_loss: 0.0312031 | Time: 2266.84 ms [2021-01-22 12:01:22 main:574] : INFO : Epoch 1549 | loss: 0.0311991 | val_loss: 0.0312025 | Time: 2223.3 ms [2021-01-22 12:01:25 main:574] : INFO : Epoch 1550 | loss: 0.0311987 | val_loss: 0.0312025 | Time: 2311.82 ms [2021-01-22 12:01:27 main:574] : INFO : Epoch 1551 | loss: 0.0311991 | val_loss: 0.0312035 | Time: 2178.43 ms [2021-01-22 12:01:29 main:574] : INFO : Epoch 1552 | loss: 0.0311986 | val_loss: 0.0312016 | Time: 2248.62 ms [2021-01-22 12:01:32 main:574] : INFO : Epoch 1553 | loss: 0.0311977 | val_loss: 0.0312017 | Time: 2309.91 ms [2021-01-22 12:01:34 main:574] : INFO : Epoch 1554 | loss: 0.0311976 | val_loss: 0.0312026 | Time: 2319.96 ms [2021-01-22 12:01:37 main:574] : INFO : Epoch 1555 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 2327.73 ms [2021-01-22 12:01:39 main:574] : INFO : Epoch 1556 | loss: 0.0311969 | val_loss: 0.031203 | Time: 2291.81 ms [2021-01-22 12:01:41 main:574] : INFO : Epoch 1557 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 2200.55 ms [2021-01-22 12:01:44 main:574] : INFO : Epoch 1558 | loss: 0.031197 | val_loss: 0.0312021 | Time: 2304.16 ms [2021-01-22 12:01:46 main:574] : INFO : Epoch 1559 | loss: 0.031197 | val_loss: 0.0312016 | Time: 2214.97 ms [2021-01-22 12:01:48 main:574] : INFO : Epoch 1560 | loss: 0.0311975 | val_loss: 0.0312021 | Time: 2304.47 ms [2021-01-22 12:01:51 main:574] : INFO : Epoch 1561 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 2418.74 ms [2021-01-22 12:01:53 main:574] : INFO : Epoch 1562 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 2222.45 ms [2021-01-22 12:01:55 main:574] : INFO : Epoch 1563 | loss: 0.0311991 | val_loss: 0.0312022 | Time: 2303.64 ms [2021-01-22 12:01:58 main:574] : INFO : Epoch 1564 | loss: 0.0312009 | val_loss: 0.0312029 | Time: 2271.84 ms [2021-01-22 12:02:00 main:574] : INFO : Epoch 1565 | loss: 0.0312009 | val_loss: 0.0312058 | Time: 2386.66 ms [2021-01-22 12:02:02 main:574] : INFO : Epoch 1566 | loss: 0.0312005 | val_loss: 0.0312027 | Time: 2327.62 ms [2021-01-22 12:02:05 main:574] : INFO : Epoch 1567 | loss: 0.0311999 | val_loss: 0.0312017 | Time: 2279.87 ms [2021-01-22 12:02:07 main:574] : INFO : Epoch 1568 | loss: 0.0311994 | val_loss: 0.0312019 | Time: 2243.66 ms [2021-01-22 12:02:09 main:574] : INFO : Epoch 1569 | loss: 0.0311985 | val_loss: 0.0312014 | Time: 2305.34 ms [2021-01-22 12:02:12 main:574] : INFO : Epoch 1570 | loss: 0.0311989 | val_loss: 0.0312011 | Time: 2344.04 ms [2021-01-22 12:02:14 main:574] : INFO : Epoch 1571 | loss: 0.0311987 | val_loss: 0.0312018 | Time: 2230.84 ms [2021-01-22 12:02:16 main:574] : INFO : Epoch 1572 | loss: 0.0311979 | val_loss: 0.0312014 | Time: 2234.29 ms [2021-01-22 12:02:19 main:574] : INFO : Epoch 1573 | loss: 0.0311973 | val_loss: 0.0312014 | Time: 2271.87 ms [2021-01-22 12:02:21 main:574] : INFO : Epoch 1574 | loss: 0.0311978 | val_loss: 0.0312066 | Time: 2289.48 ms [2021-01-22 12:02:24 main:574] : INFO : Epoch 1575 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 2430.43 ms [2021-01-22 12:02:26 main:574] : INFO : Epoch 1576 | loss: 0.0311989 | val_loss: 0.031202 | Time: 2308.07 ms [2021-01-22 12:02:28 main:574] : INFO : Epoch 1577 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 2380.61 ms [2021-01-22 12:02:31 main:574] : INFO : Epoch 1578 | loss: 0.031198 | val_loss: 0.0312015 | Time: 2255.67 ms [2021-01-22 12:02:33 main:574] : INFO : Epoch 1579 | loss: 0.0311972 | val_loss: 0.0312017 | Time: 2383.08 ms [2021-01-22 12:02:36 main:574] : INFO : Epoch 1580 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 2271.77 ms [2021-01-22 12:02:38 main:574] : INFO : Epoch 1581 | loss: 0.031197 | val_loss: 0.0312043 | Time: 2361.22 ms [2021-01-22 12:02:40 main:574] : INFO : Epoch 1582 | loss: 0.0311965 | val_loss: 0.0312009 | Time: 2352.7 ms [2021-01-22 12:02:43 main:574] : INFO : Epoch 1583 | loss: 0.0311988 | val_loss: 0.0312065 | Time: 2311.46 ms [2021-01-22 12:02:45 main:574] : INFO : Epoch 1584 | loss: 0.0311994 | val_loss: 0.031202 | Time: 2176.61 ms [2021-01-22 12:02:47 main:574] : INFO : Epoch 1585 | loss: 0.0311971 | val_loss: 0.0312034 | Time: 2239.26 ms [2021-01-22 12:02:50 main:574] : INFO : Epoch 1586 | loss: 0.0311971 | val_loss: 0.0312015 | Time: 2294.44 ms [2021-01-22 12:02:52 main:574] : INFO : Epoch 1587 | loss: 0.0311969 | val_loss: 0.0312026 | Time: 2213.75 ms [2021-01-22 12:02:54 main:574] : INFO : Epoch 1588 | loss: 0.0311975 | val_loss: 0.0312007 | Time: 2324.37 ms [2021-01-22 12:02:57 main:574] : INFO : Epoch 1589 | loss: 0.0311963 | val_loss: 0.0312 | Time: 2225.44 ms [2021-01-22 12:02:59 main:574] : INFO : Epoch 1590 | loss: 0.0311961 | val_loss: 0.0311997 | Time: 2274.98 ms [2021-01-22 12:03:01 main:574] : INFO : Epoch 1591 | loss: 0.0311964 | val_loss: 0.0311998 | Time: 2342.1 ms [2021-01-22 12:03:04 main:574] : INFO : Epoch 1592 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 2397.15 ms [2021-01-22 12:03:06 main:574] : INFO : Epoch 1593 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 2242.99 ms [2021-01-22 12:03:09 main:574] : INFO : Epoch 1594 | loss: 0.0311977 | val_loss: 0.0312006 | Time: 2327.18 ms [2021-01-22 12:03:11 main:574] : INFO : Epoch 1595 | loss: 0.0311985 | val_loss: 0.0312022 | Time: 2292.1 ms [2021-01-22 12:03:13 main:574] : INFO : Epoch 1596 | loss: 0.0311993 | val_loss: 0.0312 | Time: 2301.84 ms [2021-01-22 12:03:15 main:574] : INFO : Epoch 1597 | loss: 0.0311971 | val_loss: 0.0311994 | Time: 2236.92 ms [2021-01-22 12:03:18 main:574] : INFO : Epoch 1598 | loss: 0.0311968 | val_loss: 0.031199 | Time: 2253.01 ms [2021-01-22 12:03:20 main:574] : INFO : Epoch 1599 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 2243.14 ms [2021-01-22 12:03:23 main:574] : INFO : Epoch 1600 | loss: 0.0311986 | val_loss: 0.0312035 | Time: 2363.62 ms [2021-01-22 12:03:25 main:574] : INFO : Epoch 1601 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 2433.86 ms [2021-01-22 12:03:27 main:574] : INFO : Epoch 1602 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2401.33 ms [2021-01-22 12:03:30 main:574] : INFO : Epoch 1603 | loss: 0.0311965 | val_loss: 0.0311983 | Time: 2249.07 ms [2021-01-22 12:03:32 main:574] : INFO : Epoch 1604 | loss: 0.0311956 | val_loss: 0.031198 | Time: 2229.83 ms [2021-01-22 12:03:34 main:574] : INFO : Epoch 1605 | loss: 0.0311948 | val_loss: 0.0311978 | Time: 2292.77 ms [2021-01-22 12:03:37 main:574] : INFO : Epoch 1606 | loss: 0.0311962 | val_loss: 0.0311985 | Time: 2353.28 ms [2021-01-22 12:03:39 main:574] : INFO : Epoch 1607 | loss: 0.0311951 | val_loss: 0.0311986 | Time: 2216.59 ms [2021-01-22 12:03:41 main:574] : INFO : Epoch 1608 | loss: 0.0311948 | val_loss: 0.0311981 | Time: 2237.75 ms [2021-01-22 12:03:44 main:574] : INFO : Epoch 1609 | loss: 0.0311966 | val_loss: 0.0312023 | Time: 2317.69 ms [2021-01-22 12:03:46 main:574] : INFO : Epoch 1610 | loss: 0.0311968 | val_loss: 0.0312 | Time: 2323.53 ms [2021-01-22 12:03:48 main:574] : INFO : Epoch 1611 | loss: 0.031198 | val_loss: 0.0312012 | Time: 2288.32 ms [2021-01-22 12:03:51 main:574] : INFO : Epoch 1612 | loss: 0.0311973 | val_loss: 0.0312007 | Time: 2236.44 ms [2021-01-22 12:03:53 main:574] : INFO : Epoch 1613 | loss: 0.0311961 | val_loss: 0.0312028 | Time: 2280.13 ms [2021-01-22 12:03:55 main:574] : INFO : Epoch 1614 | loss: 0.0311969 | val_loss: 0.0312005 | Time: 2329.03 ms [2021-01-22 12:03:58 main:574] : INFO : Epoch 1615 | loss: 0.0311979 | val_loss: 0.0312019 | Time: 2209.7 ms [2021-01-22 12:04:00 main:574] : INFO : Epoch 1616 | loss: 0.0311979 | val_loss: 0.0312023 | Time: 2179.99 ms [2021-01-22 12:04:02 main:574] : INFO : Epoch 1617 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 2282.94 ms [2021-01-22 12:04:05 main:574] : INFO : Epoch 1618 | loss: 0.0311957 | val_loss: 0.0311999 | Time: 2289.59 ms [2021-01-22 12:04:07 main:574] : INFO : Epoch 1619 | loss: 0.0311967 | val_loss: 0.0312005 | Time: 2280.16 ms [2021-01-22 12:04:09 main:574] : INFO : Epoch 1620 | loss: 0.0311951 | val_loss: 0.0311998 | Time: 2276.79 ms [2021-01-22 12:04:11 main:574] : INFO : Epoch 1621 | loss: 0.031195 | val_loss: 0.0312003 | Time: 2221.92 ms [2021-01-22 12:04:14 main:574] : INFO : Epoch 1622 | loss: 0.031195 | val_loss: 0.0312003 | Time: 2180.91 ms [2021-01-22 12:04:16 main:574] : INFO : Epoch 1623 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 2308.25 ms [2021-01-22 12:04:18 main:574] : INFO : Epoch 1624 | loss: 0.0311971 | val_loss: 0.0312024 | Time: 2276.28 ms [2021-01-22 12:04:21 main:574] : INFO : Epoch 1625 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 2327.12 ms [2021-01-22 12:04:23 main:574] : INFO : Epoch 1626 | loss: 0.0311946 | val_loss: 0.0312008 | Time: 2398.91 ms [2021-01-22 12:04:26 main:574] : INFO : Epoch 1627 | loss: 0.0311946 | val_loss: 0.0312005 | Time: 2261.63 ms [2021-01-22 12:04:28 main:574] : INFO : Epoch 1628 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 2253.18 ms [2021-01-22 12:04:30 main:574] : INFO : Epoch 1629 | loss: 0.0311944 | val_loss: 0.0312015 | Time: 2390.29 ms [2021-01-22 12:04:33 main:574] : INFO : Epoch 1630 | loss: 0.0311945 | val_loss: 0.0311999 | Time: 2312.64 ms [2021-01-22 12:04:35 main:574] : INFO : Epoch 1631 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 2256.19 ms [2021-01-22 12:04:37 main:574] : INFO : Epoch 1632 | loss: 0.0311944 | val_loss: 0.0312003 | Time: 2303.1 ms [2021-01-22 12:04:40 main:574] : INFO : Epoch 1633 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 2305.54 ms [2021-01-22 12:04:42 main:574] : INFO : Epoch 1634 | loss: 0.0311939 | val_loss: 0.0312003 | Time: 2215.84 ms [2021-01-22 12:04:44 main:574] : INFO : Epoch 1635 | loss: 0.0311934 | val_loss: 0.0311997 | Time: 2269.82 ms [2021-01-22 12:04:47 main:574] : INFO : Epoch 1636 | loss: 0.031194 | val_loss: 0.0312005 | Time: 2355.26 ms [2021-01-22 12:04:49 main:574] : INFO : Epoch 1637 | loss: 0.0311936 | val_loss: 0.0311993 | Time: 2216.73 ms [2021-01-22 12:04:51 main:574] : INFO : Epoch 1638 | loss: 0.0311929 | val_loss: 0.0311996 | Time: 2352.66 ms [2021-01-22 12:04:54 main:574] : INFO : Epoch 1639 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 2317.12 ms [2021-01-22 12:04:56 main:574] : INFO : Epoch 1640 | loss: 0.031195 | val_loss: 0.0312058 | Time: 2335.56 ms [2021-01-22 12:04:58 main:574] : INFO : Epoch 1641 | loss: 0.0311945 | val_loss: 0.0312003 | Time: 2297.04 ms [2021-01-22 12:05:01 main:574] : INFO : Epoch 1642 | loss: 0.031194 | val_loss: 0.0312006 | Time: 2367.04 ms [2021-01-22 12:05:03 main:574] : INFO : Epoch 1643 | loss: 0.0311946 | val_loss: 0.0312002 | Time: 2324.28 ms [2021-01-22 12:05:06 main:574] : INFO : Epoch 1644 | loss: 0.0311936 | val_loss: 0.0311995 | Time: 2291.72 ms [2021-01-22 12:05:08 main:574] : INFO : Epoch 1645 | loss: 0.0311934 | val_loss: 0.0311996 | Time: 2173.02 ms [2021-01-22 12:05:10 main:574] : INFO : Epoch 1646 | loss: 0.0311934 | val_loss: 0.0311996 | Time: 2265.73 ms [2021-01-22 12:05:12 main:574] : INFO : Epoch 1647 | loss: 0.0311931 | val_loss: 0.0312014 | Time: 2323.46 ms [2021-01-22 12:05:15 main:574] : INFO : Epoch 1648 | loss: 0.0311937 | val_loss: 0.0312003 | Time: 2306.71 ms [2021-01-22 12:05:17 main:574] : INFO : Epoch 1649 | loss: 0.0311936 | val_loss: 0.0312011 | Time: 2241.44 ms [2021-01-22 12:05:19 main:574] : INFO : Epoch 1650 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 2230.68 ms [2021-01-22 12:05:22 main:574] : INFO : Epoch 1651 | loss: 0.031193 | val_loss: 0.0311993 | Time: 2282.07 ms [2021-01-22 12:05:24 main:574] : INFO : Epoch 1652 | loss: 0.0311937 | val_loss: 0.0311997 | Time: 2288.77 ms [2021-01-22 12:05:27 main:574] : INFO : Epoch 1653 | loss: 0.0311932 | val_loss: 0.0311991 | Time: 2373.09 ms [2021-01-22 12:05:29 main:574] : INFO : Epoch 1654 | loss: 0.0311933 | val_loss: 0.0312019 | Time: 2243.27 ms [2021-01-22 12:05:31 main:574] : INFO : Epoch 1655 | loss: 0.031194 | val_loss: 0.0312051 | Time: 2259.21 ms [2021-01-22 12:05:33 main:574] : INFO : Epoch 1656 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 2228.73 ms [2021-01-22 12:05:36 main:574] : INFO : Epoch 1657 | loss: 0.0311944 | val_loss: 0.0312033 | Time: 2064.81 ms [2021-01-22 12:05:38 main:574] : INFO : Epoch 1658 | loss: 0.0311962 | val_loss: 0.0311994 | Time: 2345.34 ms [2021-01-22 12:05:40 main:574] : INFO : Epoch 1659 | loss: 0.0312568 | val_loss: 0.0320079 | Time: 2429.98 ms [2021-01-22 12:05:43 main:574] : INFO : Epoch 1660 | loss: 0.0315293 | val_loss: 0.0312513 | Time: 2257.4 ms [2021-01-22 12:05:45 main:574] : INFO : Epoch 1661 | loss: 0.0312405 | val_loss: 0.0312137 | Time: 2120.95 ms [2021-01-22 12:05:47 main:574] : INFO : Epoch 1662 | loss: 0.0312089 | val_loss: 0.031208 | Time: 2396.66 ms [2021-01-22 12:05:50 main:574] : INFO : Epoch 1663 | loss: 0.0312003 | val_loss: 0.0312016 | Time: 2319.53 ms [2021-01-22 12:05:52 main:574] : INFO : Epoch 1664 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 2224.45 ms [2021-01-22 12:05:54 main:574] : INFO : Epoch 1665 | loss: 0.0311992 | val_loss: 0.0312003 | Time: 2044.94 ms [2021-01-22 12:05:56 main:574] : INFO : Epoch 1666 | loss: 0.0311987 | val_loss: 0.0312003 | Time: 2257.55 ms [2021-01-22 12:05:59 main:574] : INFO : Epoch 1667 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 2312.34 ms [2021-01-22 12:06:01 main:574] : INFO : Epoch 1668 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 2475.52 ms [2021-01-22 12:06:04 main:574] : INFO : Epoch 1669 | loss: 0.0311967 | val_loss: 0.0312035 | Time: 2273.98 ms [2021-01-22 12:06:06 main:574] : INFO : Epoch 1670 | loss: 0.0311969 | val_loss: 0.0312 | Time: 2228.96 ms [2021-01-22 12:06:08 main:574] : INFO : Epoch 1671 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 2214.54 ms [2021-01-22 12:06:11 main:574] : INFO : Epoch 1672 | loss: 0.0311966 | val_loss: 0.0311991 | Time: 2261.39 ms [2021-01-22 12:06:13 main:574] : INFO : Epoch 1673 | loss: 0.0311976 | val_loss: 0.0312001 | Time: 2356.41 ms [2021-01-22 12:06:15 main:574] : INFO : Epoch 1674 | loss: 0.031196 | val_loss: 0.0312029 | Time: 2296.91 ms [2021-01-22 12:06:18 main:574] : INFO : Epoch 1675 | loss: 0.0311959 | val_loss: 0.0311991 | Time: 2302.67 ms [2021-01-22 12:06:20 main:574] : INFO : Epoch 1676 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 2344.33 ms [2021-01-22 12:06:22 main:574] : INFO : Epoch 1677 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 2228.04 ms [2021-01-22 12:06:25 main:574] : INFO : Epoch 1678 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 2211.55 ms [2021-01-22 12:06:27 main:574] : INFO : Epoch 1679 | loss: 0.0311947 | val_loss: 0.0312027 | Time: 2393.26 ms [2021-01-22 12:06:29 main:574] : INFO : Epoch 1680 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 2175.99 ms [2021-01-22 12:06:32 main:574] : INFO : Epoch 1681 | loss: 0.0311949 | val_loss: 0.0312021 | Time: 2334.78 ms [2021-01-22 12:06:34 main:574] : INFO : Epoch 1682 | loss: 0.0311946 | val_loss: 0.0311989 | Time: 2526.61 ms [2021-01-22 12:06:37 main:574] : INFO : Epoch 1683 | loss: 0.0311943 | val_loss: 0.0312005 | Time: 2356.59 ms [2021-01-22 12:06:39 main:574] : INFO : Epoch 1684 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 2385.39 ms [2021-01-22 12:06:42 main:574] : INFO : Epoch 1685 | loss: 0.0311942 | val_loss: 0.0311992 | Time: 2305.84 ms [2021-01-22 12:06:44 main:574] : INFO : Epoch 1686 | loss: 0.031194 | val_loss: 0.0311988 | Time: 2205.73 ms [2021-01-22 12:06:46 main:574] : INFO : Epoch 1687 | loss: 0.0311943 | val_loss: 0.031199 | Time: 2203.12 ms [2021-01-22 12:06:49 main:574] : INFO : Epoch 1688 | loss: 0.0311951 | val_loss: 0.0311987 | Time: 2447.92 ms [2021-01-22 12:06:51 main:574] : INFO : Epoch 1689 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 2455.63 ms [2021-01-22 12:06:54 main:574] : INFO : Epoch 1690 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 2345.11 ms [2021-01-22 12:06:56 main:574] : INFO : Epoch 1691 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 2194.54 ms [2021-01-22 12:06:58 main:574] : INFO : Epoch 1692 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 2375.04 ms [2021-01-22 12:07:01 main:574] : INFO : Epoch 1693 | loss: 0.0311948 | val_loss: 0.0311997 | Time: 2316.19 ms [2021-01-22 12:07:03 main:574] : INFO : Epoch 1694 | loss: 0.0311944 | val_loss: 0.0312024 | Time: 2302.9 ms [2021-01-22 12:07:05 main:574] : INFO : Epoch 1695 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 2236.81 ms [2021-01-22 12:07:08 main:574] : INFO : Epoch 1696 | loss: 0.0311959 | val_loss: 0.0312013 | Time: 2340.88 ms [2021-01-22 12:07:10 main:574] : INFO : Epoch 1697 | loss: 0.0311949 | val_loss: 0.0311999 | Time: 2257.31 ms [2021-01-22 12:07:12 main:574] : INFO : Epoch 1698 | loss: 0.0311939 | val_loss: 0.0311986 | Time: 2214.92 ms [2021-01-22 12:07:15 main:574] : INFO : Epoch 1699 | loss: 0.0311948 | val_loss: 0.0312044 | Time: 2356.45 ms [2021-01-22 12:07:17 main:574] : INFO : Epoch 1700 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 2177.22 ms [2021-01-22 12:07:19 main:574] : INFO : Epoch 1701 | loss: 0.0311952 | val_loss: 0.0311992 | Time: 2336.52 ms [2021-01-22 12:07:22 main:574] : INFO : Epoch 1702 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 2317.56 ms [2021-01-22 12:07:24 main:574] : INFO : Epoch 1703 | loss: 0.0311962 | val_loss: 0.0311994 | Time: 2300.43 ms [2021-01-22 12:07:26 main:574] : INFO : Epoch 1704 | loss: 0.0311944 | val_loss: 0.0312016 | Time: 2064.84 ms [2021-01-22 12:07:28 main:574] : INFO : Epoch 1705 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 2354.33 ms [2021-01-22 12:07:31 main:574] : INFO : Epoch 1706 | loss: 0.0311934 | val_loss: 0.0311997 | Time: 2279.31 ms [2021-01-22 12:07:33 main:574] : INFO : Epoch 1707 | loss: 0.0311936 | val_loss: 0.0311987 | Time: 2425.65 ms [2021-01-22 12:07:36 main:574] : INFO : Epoch 1708 | loss: 0.031194 | val_loss: 0.0311984 | Time: 2246.45 ms [2021-01-22 12:07:38 main:574] : INFO : Epoch 1709 | loss: 0.0311946 | val_loss: 0.0311991 | Time: 2104.32 ms [2021-01-22 12:07:40 main:574] : INFO : Epoch 1710 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 2054.58 ms [2021-01-22 12:07:42 main:574] : INFO : Epoch 1711 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 2138.25 ms [2021-01-22 12:07:44 main:574] : INFO : Epoch 1712 | loss: 0.031195 | val_loss: 0.0311983 | Time: 2375.67 ms [2021-01-22 12:07:47 main:574] : INFO : Epoch 1713 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 2358.78 ms [2021-01-22 12:07:49 main:574] : INFO : Epoch 1714 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 2336.36 ms [2021-01-22 12:07:52 main:574] : INFO : Epoch 1715 | loss: 0.0311962 | val_loss: 0.031199 | Time: 2428.83 ms [2021-01-22 12:07:54 main:574] : INFO : Epoch 1716 | loss: 0.0311948 | val_loss: 0.0311994 | Time: 2291.07 ms [2021-01-22 12:07:56 main:574] : INFO : Epoch 1717 | loss: 0.0311952 | val_loss: 0.0311996 | Time: 2311.38 ms [2021-01-22 12:07:59 main:574] : INFO : Epoch 1718 | loss: 0.0311941 | val_loss: 0.0311985 | Time: 2391.93 ms [2021-01-22 12:08:01 main:574] : INFO : Epoch 1719 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 2201.53 ms [2021-01-22 12:08:03 main:574] : INFO : Epoch 1720 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 2020.84 ms [2021-01-22 12:08:05 main:574] : INFO : Epoch 1721 | loss: 0.031194 | val_loss: 0.0311996 | Time: 2231.42 ms [2021-01-22 12:08:08 main:574] : INFO : Epoch 1722 | loss: 0.0311939 | val_loss: 0.0312004 | Time: 2410.87 ms [2021-01-22 12:08:10 main:574] : INFO : Epoch 1723 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 2218.61 ms [2021-01-22 12:08:12 main:574] : INFO : Epoch 1724 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 2081.96 ms [2021-01-22 12:08:14 main:574] : INFO : Epoch 1725 | loss: 0.0311946 | val_loss: 0.0311993 | Time: 2190.16 ms [2021-01-22 12:08:17 main:574] : INFO : Epoch 1726 | loss: 0.031194 | val_loss: 0.0312025 | Time: 2359.75 ms [2021-01-22 12:08:19 main:574] : INFO : Epoch 1727 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 2280.48 ms [2021-01-22 12:08:21 main:574] : INFO : Epoch 1728 | loss: 0.031193 | val_loss: 0.031198 | Time: 2244.8 ms [2021-01-22 12:08:24 main:574] : INFO : Epoch 1729 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 2060.8 ms [2021-01-22 12:08:26 main:574] : INFO : Epoch 1730 | loss: 0.0311932 | val_loss: 0.0311999 | Time: 2059.64 ms [2021-01-22 12:08:28 main:574] : INFO : Epoch 1731 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 2206.48 ms [2021-01-22 12:08:30 main:574] : INFO : Epoch 1732 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 2304.71 ms [2021-01-22 12:08:33 main:574] : INFO : Epoch 1733 | loss: 0.0311948 | val_loss: 0.0311985 | Time: 2412.06 ms [2021-01-22 12:08:35 main:574] : INFO : Epoch 1734 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 2313.32 ms [2021-01-22 12:08:37 main:574] : INFO : Epoch 1735 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 2219.61 ms [2021-01-22 12:08:40 main:574] : INFO : Epoch 1736 | loss: 0.0311986 | val_loss: 0.0312012 | Time: 2267.61 ms [2021-01-22 12:08:42 main:574] : INFO : Epoch 1737 | loss: 0.0311952 | val_loss: 0.0312017 | Time: 2262.68 ms [2021-01-22 12:08:44 main:574] : INFO : Epoch 1738 | loss: 0.0311945 | val_loss: 0.0311995 | Time: 2268.92 ms [2021-01-22 12:08:47 main:574] : INFO : Epoch 1739 | loss: 0.0311942 | val_loss: 0.0311997 | Time: 2292.41 ms [2021-01-22 12:08:49 main:574] : INFO : Epoch 1740 | loss: 0.0311945 | val_loss: 0.0311996 | Time: 2225.39 ms [2021-01-22 12:08:51 main:574] : INFO : Epoch 1741 | loss: 0.0311936 | val_loss: 0.0312019 | Time: 2037.69 ms [2021-01-22 12:08:54 main:574] : INFO : Epoch 1742 | loss: 0.0311937 | val_loss: 0.0312 | Time: 2448.95 ms [2021-01-22 12:08:56 main:574] : INFO : Epoch 1743 | loss: 0.031193 | val_loss: 0.0311994 | Time: 2403.51 ms [2021-01-22 12:08:58 main:574] : INFO : Epoch 1744 | loss: 0.0311933 | val_loss: 0.0311994 | Time: 2342.11 ms [2021-01-22 12:09:01 main:574] : INFO : Epoch 1745 | loss: 0.0311931 | val_loss: 0.0311998 | Time: 2406.41 ms [2021-01-22 12:09:03 main:574] : INFO : Epoch 1746 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 2342.22 ms [2021-01-22 12:09:06 main:574] : INFO : Epoch 1747 | loss: 0.0311935 | val_loss: 0.0311995 | Time: 2355.28 ms [2021-01-22 12:09:08 main:574] : INFO : Epoch 1748 | loss: 0.0311927 | val_loss: 0.0311996 | Time: 2262.26 ms [2021-01-22 12:09:10 main:574] : INFO : Epoch 1749 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 2336.64 ms [2021-01-22 12:09:13 main:574] : INFO : Epoch 1750 | loss: 0.0311918 | val_loss: 0.0311994 | Time: 2314.54 ms [2021-01-22 12:09:15 main:574] : INFO : Epoch 1751 | loss: 0.0311918 | val_loss: 0.0312006 | Time: 2264.53 ms [2021-01-22 12:09:17 main:574] : INFO : Epoch 1752 | loss: 0.0311922 | val_loss: 0.0311989 | Time: 2303.53 ms [2021-01-22 12:09:20 main:574] : INFO : Epoch 1753 | loss: 0.0311931 | val_loss: 0.031199 | Time: 2250.29 ms [2021-01-22 12:09:22 main:574] : INFO : Epoch 1754 | loss: 0.0311949 | val_loss: 0.0312033 | Time: 2353.52 ms [2021-01-22 12:09:24 main:574] : INFO : Epoch 1755 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 2297.69 ms [2021-01-22 12:09:27 main:574] : INFO : Epoch 1756 | loss: 0.031195 | val_loss: 0.0312011 | Time: 2255.07 ms [2021-01-22 12:09:29 main:574] : INFO : Epoch 1757 | loss: 0.031195 | val_loss: 0.0312078 | Time: 2064.97 ms [2021-01-22 12:09:31 main:574] : INFO : Epoch 1758 | loss: 0.0311955 | val_loss: 0.031202 | Time: 2362.51 ms [2021-01-22 12:09:34 main:574] : INFO : Epoch 1759 | loss: 0.0311948 | val_loss: 0.0312007 | Time: 2361.65 ms [2021-01-22 12:09:36 main:574] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 2276.39 ms [2021-01-22 12:09:38 main:574] : INFO : Epoch 1761 | loss: 0.0311944 | val_loss: 0.031204 | Time: 2376.84 ms [2021-01-22 12:09:41 main:574] : INFO : Epoch 1762 | loss: 0.0311952 | val_loss: 0.031201 | Time: 2371.59 ms [2021-01-22 12:09:43 main:574] : INFO : Epoch 1763 | loss: 0.0311973 | val_loss: 0.0312024 | Time: 2306.69 ms [2021-01-22 12:09:46 main:574] : INFO : Epoch 1764 | loss: 0.0311974 | val_loss: 0.0311997 | Time: 2321.61 ms [2021-01-22 12:09:48 main:574] : INFO : Epoch 1765 | loss: 0.0311975 | val_loss: 0.0312069 | Time: 2353.96 ms [2021-01-22 12:09:50 main:574] : INFO : Epoch 1766 | loss: 0.0312005 | val_loss: 0.0312 | Time: 2403.65 ms [2021-01-22 12:09:53 main:574] : INFO : Epoch 1767 | loss: 0.0311972 | val_loss: 0.0312018 | Time: 2221.8 ms [2021-01-22 12:09:55 main:574] : INFO : Epoch 1768 | loss: 0.0311963 | val_loss: 0.0312022 | Time: 2319.4 ms [2021-01-22 12:09:57 main:574] : INFO : Epoch 1769 | loss: 0.0311953 | val_loss: 0.0312036 | Time: 2244.86 ms [2021-01-22 12:10:00 main:574] : INFO : Epoch 1770 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 2338.95 ms [2021-01-22 12:10:02 main:574] : INFO : Epoch 1771 | loss: 0.0311965 | val_loss: 0.031202 | Time: 2393.84 ms [2021-01-22 12:10:05 main:574] : INFO : Epoch 1772 | loss: 0.0311946 | val_loss: 0.0312006 | Time: 2382.52 ms [2021-01-22 12:10:07 main:574] : INFO : Epoch 1773 | loss: 0.0311948 | val_loss: 0.0312007 | Time: 2366.14 ms [2021-01-22 12:10:09 main:574] : INFO : Epoch 1774 | loss: 0.0311942 | val_loss: 0.0311995 | Time: 2263.37 ms [2021-01-22 12:10:12 main:574] : INFO : Epoch 1775 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 2391.2 ms [2021-01-22 12:10:14 main:574] : INFO : Epoch 1776 | loss: 0.0311941 | val_loss: 0.0312 | Time: 2245.05 ms [2021-01-22 12:10:17 main:574] : INFO : Epoch 1777 | loss: 0.0311935 | val_loss: 0.0312014 | Time: 2448.88 ms [2021-01-22 12:10:19 main:574] : INFO : Epoch 1778 | loss: 0.0311935 | val_loss: 0.0312006 | Time: 2066.3 ms [2021-01-22 12:10:21 main:574] : INFO : Epoch 1779 | loss: 0.031193 | val_loss: 0.0312001 | Time: 2228.45 ms [2021-01-22 12:10:23 main:574] : INFO : Epoch 1780 | loss: 0.0311932 | val_loss: 0.0312001 | Time: 2310.34 ms [2021-01-22 12:10:26 main:574] : INFO : Epoch 1781 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 2166.46 ms [2021-01-22 12:10:28 main:574] : INFO : Epoch 1782 | loss: 0.0311953 | val_loss: 0.0312003 | Time: 2057.58 ms [2021-01-22 12:10:30 main:574] : INFO : Epoch 1783 | loss: 0.0311954 | val_loss: 0.0312005 | Time: 2340.05 ms [2021-01-22 12:10:33 main:574] : INFO : Epoch 1784 | loss: 0.0311954 | val_loss: 0.0312015 | Time: 2316.28 ms [2021-01-22 12:10:35 main:574] : INFO : Epoch 1785 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 2186.75 ms [2021-01-22 12:10:37 main:574] : INFO : Epoch 1786 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 2063.17 ms [2021-01-22 12:10:39 main:574] : INFO : Epoch 1787 | loss: 0.0311935 | val_loss: 0.0311998 | Time: 2037.39 ms [2021-01-22 12:10:41 main:574] : INFO : Epoch 1788 | loss: 0.0311945 | val_loss: 0.0311987 | Time: 2045.9 ms [2021-01-22 12:10:43 main:574] : INFO : Epoch 1789 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 2041.49 ms [2021-01-22 12:10:45 main:574] : INFO : Epoch 1790 | loss: 0.0311946 | val_loss: 0.0311982 | Time: 2304.27 ms [2021-01-22 12:10:48 main:574] : INFO : Epoch 1791 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 2357.61 ms [2021-01-22 12:10:50 main:574] : INFO : Epoch 1792 | loss: 0.0311939 | val_loss: 0.0311986 | Time: 2289.17 ms [2021-01-22 12:10:52 main:574] : INFO : Epoch 1793 | loss: 0.0311948 | val_loss: 0.0312003 | Time: 2035.59 ms [2021-01-22 12:10:54 main:574] : INFO : Epoch 1794 | loss: 0.031198 | val_loss: 0.0312016 | Time: 2174.12 ms [2021-01-22 12:10:57 main:574] : INFO : Epoch 1795 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 2364.08 ms [2021-01-22 12:10:59 main:574] : INFO : Epoch 1796 | loss: 0.0311992 | val_loss: 0.0312039 | Time: 2217.24 ms [2021-01-22 12:11:01 main:574] : INFO : Epoch 1797 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 2048.69 ms [2021-01-22 12:11:03 main:574] : INFO : Epoch 1798 | loss: 0.0311952 | val_loss: 0.031201 | Time: 2050.88 ms [2021-01-22 12:11:06 main:574] : INFO : Epoch 1799 | loss: 0.0311956 | val_loss: 0.0312005 | Time: 2243.06 ms [2021-01-22 12:11:08 main:574] : INFO : Epoch 1800 | loss: 0.0311957 | val_loss: 0.0311993 | Time: 2372.53 ms [2021-01-22 12:11:10 main:574] : INFO : Epoch 1801 | loss: 0.0311948 | val_loss: 0.0311998 | Time: 2278.26 ms [2021-01-22 12:11:13 main:574] : INFO : Epoch 1802 | loss: 0.0311949 | val_loss: 0.0311993 | Time: 2116.22 ms [2021-01-22 12:11:15 main:574] : INFO : Epoch 1803 | loss: 0.0311982 | val_loss: 0.0312012 | Time: 2039.89 ms [2021-01-22 12:11:17 main:574] : INFO : Epoch 1804 | loss: 0.0311966 | val_loss: 0.0312026 | Time: 2032.36 ms [2021-01-22 12:11:19 main:574] : INFO : Epoch 1805 | loss: 0.0311954 | val_loss: 0.031203 | Time: 2199.68 ms [2021-01-22 12:11:21 main:574] : INFO : Epoch 1806 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 2422.53 ms [2021-01-22 12:11:24 main:574] : INFO : Epoch 1807 | loss: 0.0311949 | val_loss: 0.0312044 | Time: 2320.48 ms [2021-01-22 12:11:26 main:574] : INFO : Epoch 1808 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 2050.61 ms [2021-01-22 12:11:28 main:574] : INFO : Epoch 1809 | loss: 0.0311942 | val_loss: 0.0312005 | Time: 2048.34 ms [2021-01-22 12:11:30 main:574] : INFO : Epoch 1810 | loss: 0.0311947 | val_loss: 0.0311997 | Time: 2065.86 ms [2021-01-22 12:11:32 main:574] : INFO : Epoch 1811 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 2369.4 ms [2021-01-22 12:11:35 main:574] : INFO : Epoch 1812 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 2348.18 ms [2021-01-22 12:11:37 main:574] : INFO : Epoch 1813 | loss: 0.0311935 | val_loss: 0.0311994 | Time: 2312.41 ms [2021-01-22 12:11:39 main:574] : INFO : Epoch 1814 | loss: 0.0311941 | val_loss: 0.0312008 | Time: 2213.64 ms [2021-01-22 12:11:42 main:574] : INFO : Epoch 1815 | loss: 0.0311941 | val_loss: 0.0311994 | Time: 2251.23 ms [2021-01-22 12:11:44 main:574] : INFO : Epoch 1816 | loss: 0.0311935 | val_loss: 0.0312004 | Time: 2069.1 ms [2021-01-22 12:11:46 main:574] : INFO : Epoch 1817 | loss: 0.0311938 | val_loss: 0.0311987 | Time: 2341.28 ms [2021-01-22 12:11:48 main:574] : INFO : Epoch 1818 | loss: 0.0311948 | val_loss: 0.0312054 | Time: 2244.73 ms [2021-01-22 12:11:51 main:574] : INFO : Epoch 1819 | loss: 0.0311977 | val_loss: 0.0311999 | Time: 2416.13 ms [2021-01-22 12:11:53 main:574] : INFO : Epoch 1820 | loss: 0.0311965 | val_loss: 0.0311993 | Time: 2370.13 ms [2021-01-22 12:11:56 main:574] : INFO : Epoch 1821 | loss: 0.0311949 | val_loss: 0.0311996 | Time: 2314.07 ms [2021-01-22 12:11:58 main:574] : INFO : Epoch 1822 | loss: 0.0311971 | val_loss: 0.0311999 | Time: 2365.52 ms [2021-01-22 12:12:00 main:574] : INFO : Epoch 1823 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 2391.16 ms [2021-01-22 12:12:03 main:574] : INFO : Epoch 1824 | loss: 0.031194 | val_loss: 0.0311977 | Time: 2449.01 ms [2021-01-22 12:12:05 main:574] : INFO : Epoch 1825 | loss: 0.0311949 | val_loss: 0.0312008 | Time: 2287.43 ms [2021-01-22 12:12:08 main:574] : INFO : Epoch 1826 | loss: 0.0311936 | val_loss: 0.0311985 | Time: 2275.54 ms [2021-01-22 12:12:10 main:574] : INFO : Epoch 1827 | loss: 0.0311937 | val_loss: 0.0311986 | Time: 2301.85 ms [2021-01-22 12:12:12 main:574] : INFO : Epoch 1828 | loss: 0.0311927 | val_loss: 0.0311992 | Time: 2494.21 ms [2021-01-22 12:12:15 main:574] : INFO : Epoch 1829 | loss: 0.0311927 | val_loss: 0.0311982 | Time: 2357.17 ms [2021-01-22 12:12:17 main:574] : INFO : Epoch 1830 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 2344.35 ms [2021-01-22 12:12:20 main:574] : INFO : Epoch 1831 | loss: 0.0311931 | val_loss: 0.0311989 | Time: 2378.22 ms [2021-01-22 12:12:22 main:574] : INFO : Epoch 1832 | loss: 0.0311932 | val_loss: 0.0312022 | Time: 2340.1 ms [2021-01-22 12:12:25 main:574] : INFO : Epoch 1833 | loss: 0.0311939 | val_loss: 0.0312011 | Time: 2402.46 ms [2021-01-22 12:12:27 main:574] : INFO : Epoch 1834 | loss: 0.031194 | val_loss: 0.0312002 | Time: 2267.48 ms [2021-01-22 12:12:29 main:574] : INFO : Epoch 1835 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 2045.11 ms [2021-01-22 12:12:31 main:574] : INFO : Epoch 1836 | loss: 0.0311928 | val_loss: 0.0312012 | Time: 2251.5 ms [2021-01-22 12:12:34 main:574] : INFO : Epoch 1837 | loss: 0.0311933 | val_loss: 0.0312009 | Time: 2323.73 ms [2021-01-22 12:12:36 main:574] : INFO : Epoch 1838 | loss: 0.031192 | val_loss: 0.0312017 | Time: 2242.5 ms [2021-01-22 12:12:38 main:574] : INFO : Epoch 1839 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 2035.92 ms [2021-01-22 12:12:40 main:574] : INFO : Epoch 1840 | loss: 0.0311945 | val_loss: 0.0312012 | Time: 2195.56 ms [2021-01-22 12:12:42 main:574] : INFO : Epoch 1841 | loss: 0.0311926 | val_loss: 0.0312005 | Time: 2280.28 ms [2021-01-22 12:12:45 main:574] : INFO : Epoch 1842 | loss: 0.0311927 | val_loss: 0.0312009 | Time: 2238.41 ms [2021-01-22 12:12:47 main:574] : INFO : Epoch 1843 | loss: 0.0311931 | val_loss: 0.0312027 | Time: 2360.41 ms [2021-01-22 12:12:49 main:574] : INFO : Epoch 1844 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 2158.93 ms [2021-01-22 12:12:52 main:574] : INFO : Epoch 1845 | loss: 0.031199 | val_loss: 0.0312091 | Time: 2354.93 ms [2021-01-22 12:12:54 main:574] : INFO : Epoch 1846 | loss: 0.0311945 | val_loss: 0.031203 | Time: 2278.27 ms [2021-01-22 12:12:56 main:574] : INFO : Epoch 1847 | loss: 0.0311933 | val_loss: 0.0312024 | Time: 2031.21 ms [2021-01-22 12:12:59 main:574] : INFO : Epoch 1848 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 2439.76 ms [2021-01-22 12:13:01 main:574] : INFO : Epoch 1849 | loss: 0.0311917 | val_loss: 0.0312022 | Time: 2358.81 ms [2021-01-22 12:13:03 main:574] : INFO : Epoch 1850 | loss: 0.0311926 | val_loss: 0.0312012 | Time: 2199.48 ms [2021-01-22 12:13:06 main:574] : INFO : Epoch 1851 | loss: 0.0311923 | val_loss: 0.0311993 | Time: 2161.75 ms [2021-01-22 12:13:08 main:574] : INFO : Epoch 1852 | loss: 0.0311916 | val_loss: 0.031199 | Time: 2247.49 ms [2021-01-22 12:13:10 main:574] : INFO : Epoch 1853 | loss: 0.0311926 | val_loss: 0.0312006 | Time: 2306.24 ms [2021-01-22 12:13:13 main:574] : INFO : Epoch 1854 | loss: 0.031193 | val_loss: 0.0312046 | Time: 2386.1 ms [2021-01-22 12:13:15 main:574] : INFO : Epoch 1855 | loss: 0.0311924 | val_loss: 0.0312 | Time: 2333.22 ms [2021-01-22 12:13:18 main:574] : INFO : Epoch 1856 | loss: 0.031192 | val_loss: 0.0311999 | Time: 2249.11 ms [2021-01-22 12:13:20 main:574] : INFO : Epoch 1857 | loss: 0.031192 | val_loss: 0.0312018 | Time: 2354.61 ms [2021-01-22 12:13:22 main:574] : INFO : Epoch 1858 | loss: 0.0311919 | val_loss: 0.031199 | Time: 2268.43 ms [2021-01-22 12:13:25 main:574] : INFO : Epoch 1859 | loss: 0.0311919 | val_loss: 0.0311997 | Time: 2344.2 ms [2021-01-22 12:13:27 main:574] : INFO : Epoch 1860 | loss: 0.0311912 | val_loss: 0.0312017 | Time: 2142.27 ms [2021-01-22 12:13:29 main:574] : INFO : Epoch 1861 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 2187.54 ms [2021-01-22 12:13:31 main:574] : INFO : Epoch 1862 | loss: 0.0311906 | val_loss: 0.031199 | Time: 2236.58 ms [2021-01-22 12:13:34 main:574] : INFO : Epoch 1863 | loss: 0.0311915 | val_loss: 0.0312016 | Time: 2320.47 ms [2021-01-22 12:13:36 main:574] : INFO : Epoch 1864 | loss: 0.031192 | val_loss: 0.0311996 | Time: 2316.93 ms [2021-01-22 12:13:38 main:574] : INFO : Epoch 1865 | loss: 0.0311927 | val_loss: 0.0311999 | Time: 2251.62 ms [2021-01-22 12:13:41 main:574] : INFO : Epoch 1866 | loss: 0.031192 | val_loss: 0.0311993 | Time: 2340.24 ms [2021-01-22 12:13:43 main:574] : INFO : Epoch 1867 | loss: 0.0311914 | val_loss: 0.0312 | Time: 2245.79 ms [2021-01-22 12:13:46 main:574] : INFO : Epoch 1868 | loss: 0.0311922 | val_loss: 0.0312007 | Time: 2336.86 ms [2021-01-22 12:13:48 main:574] : INFO : Epoch 1869 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 2256.75 ms [2021-01-22 12:13:50 main:574] : INFO : Epoch 1870 | loss: 0.0311904 | val_loss: 0.0311986 | Time: 2122.89 ms [2021-01-22 12:13:52 main:574] : INFO : Epoch 1871 | loss: 0.0311907 | val_loss: 0.0311986 | Time: 2237.52 ms [2021-01-22 12:13:55 main:574] : INFO : Epoch 1872 | loss: 0.0311908 | val_loss: 0.0311994 | Time: 2350.7 ms [2021-01-22 12:13:57 main:574] : INFO : Epoch 1873 | loss: 0.0311909 | val_loss: 0.0312009 | Time: 2281.36 ms [2021-01-22 12:14:00 main:574] : INFO : Epoch 1874 | loss: 0.0311913 | val_loss: 0.031199 | Time: 2386.1 ms [2021-01-22 12:14:02 main:574] : INFO : Epoch 1875 | loss: 0.0311912 | val_loss: 0.031199 | Time: 2283.78 ms [2021-01-22 12:14:04 main:574] : INFO : Epoch 1876 | loss: 0.0311909 | val_loss: 0.0311998 | Time: 2343.49 ms [2021-01-22 12:14:07 main:574] : INFO : Epoch 1877 | loss: 0.0311911 | val_loss: 0.0312004 | Time: 2310.65 ms [2021-01-22 12:14:09 main:574] : INFO : Epoch 1878 | loss: 0.031191 | val_loss: 0.0311996 | Time: 2337.46 ms [2021-01-22 12:14:12 main:574] : INFO : Epoch 1879 | loss: 0.0311913 | val_loss: 0.0311987 | Time: 2389.35 ms [2021-01-22 12:14:14 main:574] : INFO : Epoch 1880 | loss: 0.0311932 | val_loss: 0.031202 | Time: 2311.31 ms [2021-01-22 12:14:16 main:574] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.0312003 | Time: 2348.13 ms [2021-01-22 12:14:19 main:574] : INFO : Epoch 1882 | loss: 0.0311956 | val_loss: 0.0311993 | Time: 2401.55 ms [2021-01-22 12:14:21 main:574] : INFO : Epoch 1883 | loss: 0.0311943 | val_loss: 0.031199 | Time: 2074.11 ms [2021-01-22 12:14:23 main:574] : INFO : Epoch 1884 | loss: 0.0311937 | val_loss: 0.031198 | Time: 2264.68 ms [2021-01-22 12:14:26 main:574] : INFO : Epoch 1885 | loss: 0.0311959 | val_loss: 0.0312012 | Time: 2320.35 ms [2021-01-22 12:14:28 main:574] : INFO : Epoch 1886 | loss: 0.0311955 | val_loss: 0.0312006 | Time: 2414.22 ms [2021-01-22 12:14:30 main:574] : INFO : Epoch 1887 | loss: 0.0311948 | val_loss: 0.0311998 | Time: 2318.07 ms [2021-01-22 12:14:33 main:574] : INFO : Epoch 1888 | loss: 0.0311954 | val_loss: 0.0312022 | Time: 2129.44 ms [2021-01-22 12:14:35 main:574] : INFO : Epoch 1889 | loss: 0.0311949 | val_loss: 0.0312003 | Time: 2324.1 ms [2021-01-22 12:14:37 main:574] : INFO : Epoch 1890 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 2401.11 ms [2021-01-22 12:14:40 main:574] : INFO : Epoch 1891 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 2196.81 ms [2021-01-22 12:14:42 main:574] : INFO : Epoch 1892 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 2306.67 ms [2021-01-22 12:14:45 main:574] : INFO : Epoch 1893 | loss: 0.0311932 | val_loss: 0.0311999 | Time: 2336.36 ms [2021-01-22 12:14:47 main:574] : INFO : Epoch 1894 | loss: 0.0311973 | val_loss: 0.0311998 | Time: 2431.52 ms [2021-01-22 12:14:49 main:574] : INFO : Epoch 1895 | loss: 0.0311954 | val_loss: 0.0311997 | Time: 2362.51 ms [2021-01-22 12:14:52 main:574] : INFO : Epoch 1896 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 2286.61 ms [2021-01-22 12:14:54 main:574] : INFO : Epoch 1897 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 2310.89 ms [2021-01-22 12:14:57 main:574] : INFO : Epoch 1898 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 2346.46 ms [2021-01-22 12:14:59 main:574] : INFO : Epoch 1899 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2442.49 ms [2021-01-22 12:15:01 main:574] : INFO : Epoch 1900 | loss: 0.031196 | val_loss: 0.0312023 | Time: 2221.15 ms [2021-01-22 12:15:04 main:574] : INFO : Epoch 1901 | loss: 0.0311953 | val_loss: 0.0311991 | Time: 2333.17 ms [2021-01-22 12:15:06 main:574] : INFO : Epoch 1902 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 2393.18 ms [2021-01-22 12:15:09 main:574] : INFO : Epoch 1903 | loss: 0.0311941 | val_loss: 0.0311999 | Time: 2386.02 ms [2021-01-22 12:15:11 main:574] : INFO : Epoch 1904 | loss: 0.0311942 | val_loss: 0.0311999 | Time: 2267.34 ms [2021-01-22 12:15:13 main:574] : INFO : Epoch 1905 | loss: 0.0311932 | val_loss: 0.0311993 | Time: 2227.79 ms [2021-01-22 12:15:16 main:574] : INFO : Epoch 1906 | loss: 0.031194 | val_loss: 0.0312005 | Time: 2384.09 ms [2021-01-22 12:15:18 main:574] : INFO : Epoch 1907 | loss: 0.0311964 | val_loss: 0.0312034 | Time: 2243.79 ms [2021-01-22 12:15:21 main:574] : INFO : Epoch 1908 | loss: 0.0311958 | val_loss: 0.0312059 | Time: 2321.24 ms [2021-01-22 12:15:23 main:574] : INFO : Epoch 1909 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 2421.89 ms [2021-01-22 12:15:25 main:574] : INFO : Epoch 1910 | loss: 0.0311937 | val_loss: 0.0311995 | Time: 2314.52 ms [2021-01-22 12:15:28 main:574] : INFO : Epoch 1911 | loss: 0.0311929 | val_loss: 0.0312044 | Time: 2265.22 ms [2021-01-22 12:15:30 main:574] : INFO : Epoch 1912 | loss: 0.0311929 | val_loss: 0.0312 | Time: 2254.54 ms [2021-01-22 12:15:32 main:574] : INFO : Epoch 1913 | loss: 0.0311922 | val_loss: 0.0311998 | Time: 2249.68 ms [2021-01-22 12:15:35 main:574] : INFO : Epoch 1914 | loss: 0.031193 | val_loss: 0.0312045 | Time: 2264.92 ms [2021-01-22 12:15:37 main:574] : INFO : Epoch 1915 | loss: 0.031193 | val_loss: 0.0312058 | Time: 2398.52 ms [2021-01-22 12:15:39 main:574] : INFO : Epoch 1916 | loss: 0.0311925 | val_loss: 0.0312007 | Time: 2292.83 ms [2021-01-22 12:15:42 main:574] : INFO : Epoch 1917 | loss: 0.0311958 | val_loss: 0.0312036 | Time: 2346.08 ms [2021-01-22 12:15:44 main:574] : INFO : Epoch 1918 | loss: 0.0311943 | val_loss: 0.0312013 | Time: 2321.05 ms [2021-01-22 12:15:47 main:574] : INFO : Epoch 1919 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 2375.26 ms [2021-01-22 12:15:49 main:574] : INFO : Epoch 1920 | loss: 0.0311943 | val_loss: 0.0312053 | Time: 2387.34 ms [2021-01-22 12:15:51 main:574] : INFO : Epoch 1921 | loss: 0.0311941 | val_loss: 0.0311997 | Time: 2277.26 ms [2021-01-22 12:15:54 main:574] : INFO : Epoch 1922 | loss: 0.0311928 | val_loss: 0.0312019 | Time: 2415.47 ms [2021-01-22 12:15:56 main:574] : INFO : Epoch 1923 | loss: 0.0311922 | val_loss: 0.0312004 | Time: 2344.08 ms [2021-01-22 12:15:59 main:574] : INFO : Epoch 1924 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 2310.12 ms [2021-01-22 12:16:01 main:574] : INFO : Epoch 1925 | loss: 0.0311953 | val_loss: 0.0312009 | Time: 2269.03 ms [2021-01-22 12:16:03 main:574] : INFO : Epoch 1926 | loss: 0.0311964 | val_loss: 0.0311991 | Time: 2314.53 ms [2021-01-22 12:16:06 main:574] : INFO : Epoch 1927 | loss: 0.0311973 | val_loss: 0.0311998 | Time: 2404.51 ms [2021-01-22 12:16:08 main:574] : INFO : Epoch 1928 | loss: 0.0311986 | val_loss: 0.0312035 | Time: 2452.63 ms [2021-01-22 12:16:11 main:574] : INFO : Epoch 1929 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 2479.79 ms [2021-01-22 12:16:13 main:574] : INFO : Epoch 1930 | loss: 0.0311958 | val_loss: 0.0312012 | Time: 2249.65 ms [2021-01-22 12:16:16 main:574] : INFO : Epoch 1931 | loss: 0.0311971 | val_loss: 0.031199 | Time: 2334.08 ms [2021-01-22 12:16:18 main:574] : INFO : Epoch 1932 | loss: 0.0311974 | val_loss: 0.0312013 | Time: 2326.87 ms [2021-01-22 12:16:20 main:574] : INFO : Epoch 1933 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 2389.26 ms [2021-01-22 12:16:23 main:574] : INFO : Epoch 1934 | loss: 0.0311979 | val_loss: 0.0312002 | Time: 2424.63 ms [2021-01-22 12:16:25 main:574] : INFO : Epoch 1935 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 2318.35 ms [2021-01-22 12:16:28 main:574] : INFO : Epoch 1936 | loss: 0.0311971 | val_loss: 0.0312009 | Time: 2311.2 ms [2021-01-22 12:16:30 main:574] : INFO : Epoch 1937 | loss: 0.0311966 | val_loss: 0.0312001 | Time: 2310.89 ms [2021-01-22 12:16:32 main:574] : INFO : Epoch 1938 | loss: 0.0311964 | val_loss: 0.0311995 | Time: 2197.94 ms [2021-01-22 12:16:35 main:574] : INFO : Epoch 1939 | loss: 0.0311968 | val_loss: 0.0311995 | Time: 2317.09 ms [2021-01-22 12:16:37 main:574] : INFO : Epoch 1940 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 2430.77 ms [2021-01-22 12:16:40 main:574] : INFO : Epoch 1941 | loss: 0.0311965 | val_loss: 0.0311993 | Time: 2372.57 ms [2021-01-22 12:16:42 main:574] : INFO : Epoch 1942 | loss: 0.0311961 | val_loss: 0.0312005 | Time: 2365.02 ms [2021-01-22 12:16:44 main:574] : INFO : Epoch 1943 | loss: 0.0311966 | val_loss: 0.0311995 | Time: 2343.05 ms [2021-01-22 12:16:47 main:574] : INFO : Epoch 1944 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 2232.65 ms [2021-01-22 12:16:49 main:574] : INFO : Epoch 1945 | loss: 0.0311971 | val_loss: 0.0311996 | Time: 2296.24 ms [2021-01-22 12:16:52 main:574] : INFO : Epoch 1946 | loss: 0.0311958 | val_loss: 0.0311996 | Time: 2407.4 ms [2021-01-22 12:16:54 main:574] : INFO : Epoch 1947 | loss: 0.0311957 | val_loss: 0.0311994 | Time: 2341.87 ms [2021-01-22 12:16:56 main:574] : INFO : Epoch 1948 | loss: 0.0311969 | val_loss: 0.0311989 | Time: 2274.18 ms [2021-01-22 12:16:59 main:574] : INFO : Epoch 1949 | loss: 0.0311961 | val_loss: 0.0311991 | Time: 2377.61 ms [2021-01-22 12:17:01 main:574] : INFO : Epoch 1950 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 2375.43 ms [2021-01-22 12:17:04 main:574] : INFO : Epoch 1951 | loss: 0.0311955 | val_loss: 0.0311993 | Time: 2368.32 ms [2021-01-22 12:17:06 main:574] : INFO : Epoch 1952 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 2381.94 ms [2021-01-22 12:17:08 main:574] : INFO : Epoch 1953 | loss: 0.0311962 | val_loss: 0.0311976 | Time: 2348.91 ms [2021-01-22 12:17:11 main:574] : INFO : Epoch 1954 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 2236.37 ms [2021-01-22 12:17:13 main:574] : INFO : Epoch 1955 | loss: 0.0311972 | val_loss: 0.031197 | Time: 2354.69 ms [2021-01-22 12:17:15 main:574] : INFO : Epoch 1956 | loss: 0.0311952 | val_loss: 0.0311975 | Time: 2256.68 ms [2021-01-22 12:17:18 main:574] : INFO : Epoch 1957 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 2330.63 ms [2021-01-22 12:17:20 main:574] : INFO : Epoch 1958 | loss: 0.0311974 | val_loss: 0.0311983 | Time: 2331.37 ms [2021-01-22 12:17:23 main:574] : INFO : Epoch 1959 | loss: 0.0311971 | val_loss: 0.0311979 | Time: 2271.12 ms [2021-01-22 12:17:25 main:574] : INFO : Epoch 1960 | loss: 0.0311958 | val_loss: 0.0311975 | Time: 2270 ms [2021-01-22 12:17:27 main:574] : INFO : Epoch 1961 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 2334.46 ms [2021-01-22 12:17:30 main:574] : INFO : Epoch 1962 | loss: 0.0312044 | val_loss: 0.0312056 | Time: 2290.01 ms [2021-01-22 12:17:32 main:574] : INFO : Epoch 1963 | loss: 0.0312015 | val_loss: 0.0312097 | Time: 2111.03 ms [2021-01-22 12:17:34 main:574] : INFO : Epoch 1964 | loss: 0.0312015 | val_loss: 0.0312029 | Time: 2143.81 ms [2021-01-22 12:17:36 main:574] : INFO : Epoch 1965 | loss: 0.0312003 | val_loss: 0.0312046 | Time: 2377.42 ms [2021-01-22 12:17:39 main:574] : INFO : Epoch 1966 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 2417.58 ms [2021-01-22 12:17:41 main:574] : INFO : Epoch 1967 | loss: 0.0311986 | val_loss: 0.0312029 | Time: 2244.52 ms [2021-01-22 12:17:44 main:574] : INFO : Epoch 1968 | loss: 0.0311993 | val_loss: 0.0312026 | Time: 2462.06 ms [2021-01-22 12:17:46 main:574] : INFO : Epoch 1969 | loss: 0.0311995 | val_loss: 0.0312024 | Time: 2306.37 ms [2021-01-22 12:17:48 main:574] : INFO : Epoch 1970 | loss: 0.031198 | val_loss: 0.0312043 | Time: 2364.8 ms [2021-01-22 12:17:51 main:574] : INFO : Epoch 1971 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 2303.93 ms [2021-01-22 12:17:53 main:574] : INFO : Epoch 1972 | loss: 0.0311986 | val_loss: 0.0312044 | Time: 2389.94 ms [2021-01-22 12:17:56 main:574] : INFO : Epoch 1973 | loss: 0.0311987 | val_loss: 0.0312047 | Time: 2376.61 ms [2021-01-22 12:17:58 main:574] : INFO : Epoch 1974 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 2277.1 ms [2021-01-22 12:18:00 main:574] : INFO : Epoch 1975 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 2350.89 ms [2021-01-22 12:18:03 main:574] : INFO : Epoch 1976 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 2365.3 ms [2021-01-22 12:18:05 main:574] : INFO : Epoch 1977 | loss: 0.0312005 | val_loss: 0.0312035 | Time: 2278.33 ms [2021-01-22 12:18:07 main:574] : INFO : Epoch 1978 | loss: 0.0312019 | val_loss: 0.031203 | Time: 2188.75 ms [2021-01-22 12:18:10 main:574] : INFO : Epoch 1979 | loss: 0.0312009 | val_loss: 0.0312036 | Time: 2271.42 ms [2021-01-22 12:18:12 main:574] : INFO : Epoch 1980 | loss: 0.0312005 | val_loss: 0.0312047 | Time: 2301.23 ms [2021-01-22 12:18:15 main:574] : INFO : Epoch 1981 | loss: 0.0312005 | val_loss: 0.0312025 | Time: 2471.85 ms [2021-01-22 12:18:17 main:574] : INFO : Epoch 1982 | loss: 0.0311998 | val_loss: 0.0312035 | Time: 2133.08 ms [2021-01-22 12:18:19 main:574] : INFO : Epoch 1983 | loss: 0.0311993 | val_loss: 0.0312038 | Time: 2045.28 ms [2021-01-22 12:18:21 main:574] : INFO : Epoch 1984 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 2369.84 ms [2021-01-22 12:18:24 main:574] : INFO : Epoch 1985 | loss: 0.0312007 | val_loss: 0.0312087 | Time: 2302.48 ms [2021-01-22 12:18:26 main:574] : INFO : Epoch 1986 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 2311.03 ms [2021-01-22 12:18:28 main:574] : INFO : Epoch 1987 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 2298.65 ms [2021-01-22 12:18:31 main:574] : INFO : Epoch 1988 | loss: 0.0312015 | val_loss: 0.0312032 | Time: 2301.37 ms [2021-01-22 12:18:33 main:574] : INFO : Epoch 1989 | loss: 0.0312008 | val_loss: 0.0312061 | Time: 2092.83 ms [2021-01-22 12:18:35 main:574] : INFO : Epoch 1990 | loss: 0.0312049 | val_loss: 0.031208 | Time: 2142.1 ms [2021-01-22 12:18:37 main:574] : INFO : Epoch 1991 | loss: 0.0312025 | val_loss: 0.0312078 | Time: 2259 ms [2021-01-22 12:18:40 main:574] : INFO : Epoch 1992 | loss: 0.0312159 | val_loss: 0.0312237 | Time: 2239.34 ms [2021-01-22 12:18:42 main:574] : INFO : Epoch 1993 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 2180.39 ms [2021-01-22 12:18:44 main:574] : INFO : Epoch 1994 | loss: 0.0312052 | val_loss: 0.0312054 | Time: 2034.81 ms [2021-01-22 12:18:46 main:574] : INFO : Epoch 1995 | loss: 0.0312026 | val_loss: 0.0312052 | Time: 2265.35 ms [2021-01-22 12:18:48 main:574] : INFO : Epoch 1996 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 2215.85 ms [2021-01-22 12:18:51 main:574] : INFO : Epoch 1997 | loss: 0.0312032 | val_loss: 0.0312049 | Time: 2096.53 ms [2021-01-22 12:18:53 main:574] : INFO : Epoch 1998 | loss: 0.0312025 | val_loss: 0.0312064 | Time: 2041.86 ms [2021-01-22 12:18:55 main:574] : INFO : Epoch 1999 | loss: 0.0312039 | val_loss: 0.031207 | Time: 2040.86 ms [2021-01-22 12:18:57 main:574] : INFO : Epoch 2000 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 2172.75 ms [2021-01-22 12:18:59 main:574] : INFO : Epoch 2001 | loss: 0.0312023 | val_loss: 0.0312074 | Time: 2352.43 ms [2021-01-22 12:19:02 main:574] : INFO : Epoch 2002 | loss: 0.0312033 | val_loss: 0.0312062 | Time: 2309.68 ms [2021-01-22 12:19:04 main:574] : INFO : Epoch 2003 | loss: 0.0312033 | val_loss: 0.0312065 | Time: 2031.96 ms [2021-01-22 12:19:06 main:574] : INFO : Epoch 2004 | loss: 0.0312017 | val_loss: 0.0312061 | Time: 2063.21 ms [2021-01-22 12:19:08 main:574] : INFO : Epoch 2005 | loss: 0.0312011 | val_loss: 0.031206 | Time: 2052.5 ms [2021-01-22 12:19:10 main:574] : INFO : Epoch 2006 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 2030.08 ms [2021-01-22 12:19:12 main:574] : INFO : Epoch 2007 | loss: 0.0312018 | val_loss: 0.0312059 | Time: 2309.03 ms [2021-01-22 12:19:15 main:574] : INFO : Epoch 2008 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 2214.89 ms [2021-01-22 12:19:17 main:574] : INFO : Epoch 2009 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 2252.71 ms [2021-01-22 12:19:19 main:574] : INFO : Epoch 2010 | loss: 0.0312032 | val_loss: 0.031205 | Time: 2294.12 ms [2021-01-22 12:19:22 main:574] : INFO : Epoch 2011 | loss: 0.0312058 | val_loss: 0.0312099 | Time: 2379.06 ms [2021-01-22 12:19:24 main:574] : INFO : Epoch 2012 | loss: 0.0312026 | val_loss: 0.0312036 | Time: 2362.73 ms [2021-01-22 12:19:26 main:574] : INFO : Epoch 2013 | loss: 0.0312012 | val_loss: 0.0312034 | Time: 2310.86 ms [2021-01-22 12:19:29 main:574] : INFO : Epoch 2014 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 2293.86 ms [2021-01-22 12:19:31 main:574] : INFO : Epoch 2015 | loss: 0.0311995 | val_loss: 0.0312019 | Time: 2081.2 ms [2021-01-22 12:19:33 main:574] : INFO : Epoch 2016 | loss: 0.0311996 | val_loss: 0.0312024 | Time: 2295.98 ms [2021-01-22 12:19:36 main:574] : INFO : Epoch 2017 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 2368.17 ms [2021-01-22 12:19:38 main:574] : INFO : Epoch 2018 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 2293.27 ms [2021-01-22 12:19:40 main:574] : INFO : Epoch 2019 | loss: 0.0312013 | val_loss: 0.0312194 | Time: 2286.62 ms [2021-01-22 12:19:43 main:574] : INFO : Epoch 2020 | loss: 0.0312052 | val_loss: 0.0312028 | Time: 2358.52 ms [2021-01-22 12:19:45 main:574] : INFO : Epoch 2021 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 2426.06 ms [2021-01-22 12:19:48 main:574] : INFO : Epoch 2022 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 2309.5 ms [2021-01-22 12:19:50 main:574] : INFO : Epoch 2023 | loss: 0.0311995 | val_loss: 0.0312021 | Time: 2346.91 ms [2021-01-22 12:19:53 main:574] : INFO : Epoch 2024 | loss: 0.0312 | val_loss: 0.0312032 | Time: 2423.32 ms [2021-01-22 12:19:55 main:574] : INFO : Epoch 2025 | loss: 0.0312009 | val_loss: 0.0312023 | Time: 2323.54 ms [2021-01-22 12:19:57 main:574] : INFO : Epoch 2026 | loss: 0.0311998 | val_loss: 0.0312028 | Time: 2278.88 ms [2021-01-22 12:20:00 main:574] : INFO : Epoch 2027 | loss: 0.0312002 | val_loss: 0.0312019 | Time: 2362.65 ms [2021-01-22 12:20:02 main:574] : INFO : Epoch 2028 | loss: 0.0311992 | val_loss: 0.0312017 | Time: 2109.39 ms [2021-01-22 12:20:04 main:574] : INFO : Epoch 2029 | loss: 0.0311999 | val_loss: 0.031202 | Time: 2228.32 ms [2021-01-22 12:20:06 main:574] : INFO : Epoch 2030 | loss: 0.0311995 | val_loss: 0.0312017 | Time: 2346.48 ms [2021-01-22 12:20:09 main:574] : INFO : Epoch 2031 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 2261.47 ms [2021-01-22 12:20:11 main:574] : INFO : Epoch 2032 | loss: 0.0311989 | val_loss: 0.0312016 | Time: 2264.54 ms [2021-01-22 12:20:13 main:574] : INFO : Epoch 2033 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 2034.43 ms [2021-01-22 12:20:16 main:574] : INFO : Epoch 2034 | loss: 0.0312 | val_loss: 0.0312014 | Time: 2295.16 ms [2021-01-22 12:20:18 main:574] : INFO : Epoch 2035 | loss: 0.0312015 | val_loss: 0.0312048 | Time: 2356.91 ms [2021-01-22 12:20:20 main:574] : INFO : Epoch 2036 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 2324.7 ms [2021-01-22 12:20:23 main:574] : INFO : Epoch 2037 | loss: 0.0311988 | val_loss: 0.0312014 | Time: 2405.37 ms [2021-01-22 12:20:25 main:574] : INFO : Epoch 2038 | loss: 0.0311989 | val_loss: 0.0312013 | Time: 2384.66 ms [2021-01-22 12:20:28 main:574] : INFO : Epoch 2039 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 2299.26 ms [2021-01-22 12:20:30 main:574] : INFO : Epoch 2040 | loss: 0.0311997 | val_loss: 0.0312025 | Time: 2320.9 ms [2021-01-22 12:20:32 main:574] : INFO : Epoch 2041 | loss: 0.0312002 | val_loss: 0.031201 | Time: 2310.96 ms [2021-01-22 12:20:35 main:574] : INFO : Epoch 2042 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 2467.95 ms [2021-01-22 12:20:37 main:574] : INFO : Epoch 2043 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 2390.18 ms [2021-01-22 12:20:40 main:574] : INFO : Epoch 2044 | loss: 0.0311982 | val_loss: 0.0312028 | Time: 2403.4 ms [2021-01-22 12:20:42 main:574] : INFO : Epoch 2045 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 2388.17 ms [2021-01-22 12:20:45 main:574] : INFO : Epoch 2046 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 2343.63 ms [2021-01-22 12:20:47 main:574] : INFO : Epoch 2047 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 2290.96 ms [2021-01-22 12:20:50 main:574] : INFO : Epoch 2048 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 2445 ms [2021-01-22 12:20:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312032 [2021-01-22 12:20:50 main:603] : INFO : Saving end state to config to file [2021-01-22 12:20:50 main:608] : INFO : Success, exiting.. 12:20:50 (16716): 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)