Task 7663263
| Name | ParityModified-1631731539-10148-2_1 |
| Workunit | 5233156 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:22:05 UTC |
| Report deadline | 5 Oct 2021, 2:22:05 UTC |
| Received | 28 Sep 2021, 9:01:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6764 |
| Run time | 1 hours 20 min 31 sec |
| CPU time | 1 hours 19 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,132.65 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 30 main:574] : INFO : Epoch 1542 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 2188.78 ms [2021-09-28 03:41:32 main:574] : INFO : Epoch 1543 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 2313.05 ms [2021-09-28 03:41:35 main:574] : INFO : Epoch 1544 | loss: 0.0311999 | val_loss: 0.0311993 | Time: 2304.63 ms [2021-09-28 03:41:37 main:574] : INFO : Epoch 1545 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 2238.46 ms [2021-09-28 03:41:39 main:574] : INFO : Epoch 1546 | loss: 0.0311994 | val_loss: 0.0311983 | Time: 2329.04 ms [2021-09-28 03:41:41 main:574] : INFO : Epoch 1547 | loss: 0.0311995 | val_loss: 0.0312007 | Time: 2258.58 ms [2021-09-28 03:41:44 main:574] : INFO : Epoch 1548 | loss: 0.0312 | val_loss: 0.0312005 | Time: 2366.37 ms [2021-09-28 03:41:46 main:574] : INFO : Epoch 1549 | loss: 0.0312016 | val_loss: 0.0311978 | Time: 2380.54 ms [2021-09-28 03:41:49 main:574] : INFO : Epoch 1550 | loss: 0.0311986 | val_loss: 0.0311979 | Time: 2298.97 ms [2021-09-28 03:41:51 main:574] : INFO : Epoch 1551 | loss: 0.031199 | val_loss: 0.0311978 | Time: 2369.26 ms [2021-09-28 03:41:53 main:574] : INFO : Epoch 1552 | loss: 0.0311986 | val_loss: 0.031198 | Time: 2294.69 ms [2021-09-28 03:41:56 main:574] : INFO : Epoch 1553 | loss: 0.0311996 | val_loss: 0.031198 | Time: 2355.92 ms [2021-09-28 03:41:58 main:574] : INFO : Epoch 1554 | loss: 0.031199 | val_loss: 0.0311978 | Time: 2371.26 ms [2021-09-28 03:42:00 main:574] : INFO : Epoch 1555 | loss: 0.0311997 | val_loss: 0.0311995 | Time: 2303.37 ms [2021-09-28 03:42:03 main:574] : INFO : Epoch 1556 | loss: 0.0312003 | val_loss: 0.0311991 | Time: 2262.08 ms [2021-09-28 03:42:05 main:574] : INFO : Epoch 1557 | loss: 0.0312012 | val_loss: 0.0312019 | Time: 2378.09 ms [2021-09-28 03:42:07 main:574] : INFO : Epoch 1558 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 2219.94 ms [2021-09-28 03:42:09 main:574] : INFO : Epoch 1559 | loss: 0.031199 | val_loss: 0.0311985 | Time: 2278.18 ms [2021-09-28 03:42:12 main:574] : INFO : Epoch 1560 | loss: 0.0311992 | val_loss: 0.0311984 | Time: 2339.62 ms [2021-09-28 03:42:14 main:574] : INFO : Epoch 1561 | loss: 0.0311989 | val_loss: 0.0312028 | Time: 2349.36 ms [2021-09-28 03:42:16 main:574] : INFO : Epoch 1562 | loss: 0.0312024 | val_loss: 0.0312014 | Time: 2313.19 ms [2021-09-28 03:42:19 main:574] : INFO : Epoch 1563 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 2295.92 ms [2021-09-28 03:42:21 main:574] : INFO : Epoch 1564 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 2306.43 ms [2021-09-28 03:42:23 main:574] : INFO : Epoch 1565 | loss: 0.0311987 | val_loss: 0.0311988 | Time: 2347.22 ms [2021-09-28 03:42:26 main:574] : INFO : Epoch 1566 | loss: 0.0312002 | val_loss: 0.0311977 | Time: 2714.34 ms [2021-09-28 03:42:29 main:574] : INFO : Epoch 1567 | loss: 0.0312 | val_loss: 0.0311995 | Time: 2313.71 ms [2021-09-28 03:42:31 main:574] : INFO : Epoch 1568 | loss: 0.0311985 | val_loss: 0.0311978 | Time: 2308.43 ms [2021-09-28 03:42:33 main:574] : INFO : Epoch 1569 | loss: 0.0311983 | val_loss: 0.0311982 | Time: 2396.8 ms [2021-09-28 03:42:36 main:574] : INFO : Epoch 1570 | loss: 0.0311991 | val_loss: 0.0311984 | Time: 2330.72 ms [2021-09-28 03:42:38 main:574] : INFO : Epoch 1571 | loss: 0.0311982 | val_loss: 0.0311976 | Time: 2336.58 ms [2021-09-28 03:42:40 main:574] : INFO : Epoch 1572 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 2345.54 ms [2021-09-28 03:42:43 main:574] : INFO : Epoch 1573 | loss: 0.0311985 | val_loss: 0.0311975 | Time: 2253.27 ms [2021-09-28 03:42:45 main:574] : INFO : Epoch 1574 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 2308.76 ms [2021-09-28 03:42:47 main:574] : INFO : Epoch 1575 | loss: 0.0311996 | val_loss: 0.0311983 | Time: 2253.29 ms [2021-09-28 03:42:49 main:574] : INFO : Epoch 1576 | loss: 0.0311988 | val_loss: 0.0311994 | Time: 2242.33 ms [2021-09-28 03:42:52 main:574] : INFO : Epoch 1577 | loss: 0.0312005 | val_loss: 0.0312045 | Time: 2322.47 ms [2021-09-28 03:42:54 main:574] : INFO : Epoch 1578 | loss: 0.0312024 | val_loss: 0.031198 | Time: 2405.6 ms [2021-09-28 03:42:56 main:574] : INFO : Epoch 1579 | loss: 0.0312001 | val_loss: 0.0311973 | Time: 2303.8 ms [2021-09-28 03:42:59 main:574] : INFO : Epoch 1580 | loss: 0.0311986 | val_loss: 0.0311976 | Time: 2249.73 ms [2021-09-28 03:43:01 main:574] : INFO : Epoch 1581 | loss: 0.0311987 | val_loss: 0.0311998 | Time: 2279.27 ms [2021-09-28 03:43:04 main:574] : INFO : Epoch 1582 | loss: 0.0311987 | val_loss: 0.0311973 | Time: 2548.24 ms [2021-09-28 03:43:06 main:574] : INFO : Epoch 1583 | loss: 0.0311982 | val_loss: 0.0311984 | Time: 2416.26 ms [2021-09-28 03:43:08 main:574] : INFO : Epoch 1584 | loss: 0.0311993 | val_loss: 0.0311984 | Time: 2305.96 ms [2021-09-28 03:43:11 main:574] : INFO : Epoch 1585 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 2363.34 ms [2021-09-28 03:43:13 main:574] : INFO : Epoch 1586 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 2322.84 ms [2021-09-28 03:43:15 main:574] : INFO : Epoch 1587 | loss: 0.0312003 | val_loss: 0.0311973 | Time: 2397.16 ms [2021-09-28 03:43:18 main:574] : INFO : Epoch 1588 | loss: 0.0312009 | val_loss: 0.0311979 | Time: 2277.48 ms [2021-09-28 03:43:20 main:574] : INFO : Epoch 1589 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 2303.14 ms [2021-09-28 03:43:22 main:574] : INFO : Epoch 1590 | loss: 0.0311984 | val_loss: 0.0312012 | Time: 2330.18 ms [2021-09-28 03:43:25 main:574] : INFO : Epoch 1591 | loss: 0.0311996 | val_loss: 0.0311984 | Time: 2230.28 ms [2021-09-28 03:43:27 main:574] : INFO : Epoch 1592 | loss: 0.0311985 | val_loss: 0.031197 | Time: 2348.24 ms [2021-09-28 03:43:29 main:574] : INFO : Epoch 1593 | loss: 0.0311983 | val_loss: 0.0311988 | Time: 2314.82 ms [2021-09-28 03:43:32 main:574] : INFO : Epoch 1594 | loss: 0.0311996 | val_loss: 0.0311978 | Time: 2284.1 ms [2021-09-28 03:43:34 main:574] : INFO : Epoch 1595 | loss: 0.0311989 | val_loss: 0.0311978 | Time: 2265.66 ms [2021-09-28 03:43:36 main:574] : INFO : Epoch 1596 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 2263.83 ms [2021-09-28 03:43:38 main:574] : INFO : Epoch 1597 | loss: 0.0311986 | val_loss: 0.0311983 | Time: 2239.99 ms [2021-09-28 03:43:41 main:574] : INFO : Epoch 1598 | loss: 0.031199 | val_loss: 0.0311975 | Time: 2300.88 ms [2021-09-28 03:43:43 main:574] : INFO : Epoch 1599 | loss: 0.0311983 | val_loss: 0.0311978 | Time: 2299.98 ms [2021-09-28 03:43:45 main:574] : INFO : Epoch 1600 | loss: 0.0311978 | val_loss: 0.0311972 | Time: 2220.39 ms [2021-09-28 03:43:48 main:574] : INFO : Epoch 1601 | loss: 0.0311981 | val_loss: 0.0311979 | Time: 2333.29 ms [2021-09-28 03:43:50 main:574] : INFO : Epoch 1602 | loss: 0.0311981 | val_loss: 0.031197 | Time: 2184.97 ms [2021-09-28 03:43:52 main:574] : INFO : Epoch 1603 | loss: 0.0311981 | val_loss: 0.0311976 | Time: 2288.43 ms [2021-09-28 03:43:54 main:574] : INFO : Epoch 1604 | loss: 0.0311978 | val_loss: 0.0311971 | Time: 2305.38 ms [2021-09-28 03:43:57 main:574] : INFO : Epoch 1605 | loss: 0.0311975 | val_loss: 0.0311969 | Time: 2331.71 ms [2021-09-28 03:43:59 main:574] : INFO : Epoch 1606 | loss: 0.031199 | val_loss: 0.0311996 | Time: 2385.77 ms [2021-09-28 03:44:01 main:574] : INFO : Epoch 1607 | loss: 0.0311988 | val_loss: 0.0311979 | Time: 2246.72 ms [2021-09-28 03:44:04 main:574] : INFO : Epoch 1608 | loss: 0.0311981 | val_loss: 0.0311973 | Time: 2330.78 ms [2021-09-28 03:44:06 main:574] : INFO : Epoch 1609 | loss: 0.031199 | val_loss: 0.031198 | Time: 2234.38 ms [2021-09-28 03:44:08 main:574] : INFO : Epoch 1610 | loss: 0.0311977 | val_loss: 0.0311989 | Time: 2342.89 ms [2021-09-28 03:44:11 main:574] : INFO : Epoch 1611 | loss: 0.0311987 | val_loss: 0.0311969 | Time: 2322.26 ms [2021-09-28 03:44:13 main:574] : INFO : Epoch 1612 | loss: 0.031199 | val_loss: 0.0311985 | Time: 2373.86 ms [2021-09-28 03:44:15 main:574] : INFO : Epoch 1613 | loss: 0.0312002 | val_loss: 0.0312032 | Time: 2355.02 ms [2021-09-28 03:44:18 main:574] : INFO : Epoch 1614 | loss: 0.0312042 | val_loss: 0.0312034 | Time: 2196.48 ms [2021-09-28 03:44:20 main:574] : INFO : Epoch 1615 | loss: 0.0312022 | val_loss: 0.0311984 | Time: 2315.41 ms [2021-09-28 03:44:22 main:574] : INFO : Epoch 1616 | loss: 0.0312 | val_loss: 0.0311976 | Time: 2266.24 ms [2021-09-28 03:44:24 main:574] : INFO : Epoch 1617 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 2172.42 ms [2021-09-28 03:44:27 main:574] : INFO : Epoch 1618 | loss: 0.0311987 | val_loss: 0.0311985 | Time: 2408.66 ms [2021-09-28 03:44:29 main:574] : INFO : Epoch 1619 | loss: 0.0311991 | val_loss: 0.0311978 | Time: 2355.23 ms [2021-09-28 03:44:31 main:574] : INFO : Epoch 1620 | loss: 0.0311979 | val_loss: 0.0311969 | Time: 2221.8 ms [2021-09-28 03:44:34 main:574] : INFO : Epoch 1621 | loss: 0.0311981 | val_loss: 0.0311975 | Time: 2313.98 ms [2021-09-28 03:44:36 main:574] : INFO : Epoch 1622 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 2346.55 ms [2021-09-28 03:44:38 main:574] : INFO : Epoch 1623 | loss: 0.0312012 | val_loss: 0.0312003 | Time: 2302.2 ms [2021-09-28 03:44:41 main:574] : INFO : Epoch 1624 | loss: 0.0311989 | val_loss: 0.0311988 | Time: 2311.23 ms [2021-09-28 03:44:43 main:574] : INFO : Epoch 1625 | loss: 0.0311984 | val_loss: 0.0311974 | Time: 2329.93 ms [2021-09-28 03:44:46 main:574] : INFO : Epoch 1626 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 2356.01 ms [2021-09-28 03:44:48 main:574] : INFO : Epoch 1627 | loss: 0.0311974 | val_loss: 0.0311978 | Time: 2454.32 ms [2021-09-28 03:44:50 main:574] : INFO : Epoch 1628 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 2371.54 ms [2021-09-28 03:44:53 main:574] : INFO : Epoch 1629 | loss: 0.0311971 | val_loss: 0.0311976 | Time: 2290.7 ms [2021-09-28 03:44:55 main:574] : INFO : Epoch 1630 | loss: 0.0311979 | val_loss: 0.0311998 | Time: 2380.52 ms [2021-09-28 03:44:57 main:574] : INFO : Epoch 1631 | loss: 0.0311979 | val_loss: 0.0311986 | Time: 2369.47 ms [2021-09-28 03:45:00 main:574] : INFO : Epoch 1632 | loss: 0.0311978 | val_loss: 0.0311977 | Time: 2251.27 ms [2021-09-28 03:45:02 main:574] : INFO : Epoch 1633 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 2387.32 ms [2021-09-28 03:45:04 main:574] : INFO : Epoch 1634 | loss: 0.0311984 | val_loss: 0.0311977 | Time: 2350.83 ms [2021-09-28 03:45:07 main:574] : INFO : Epoch 1635 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 2259.91 ms [2021-09-28 03:45:09 main:574] : INFO : Epoch 1636 | loss: 0.0311985 | val_loss: 0.0312003 | Time: 2298.87 ms [2021-09-28 03:45:11 main:574] : INFO : Epoch 1637 | loss: 0.0311983 | val_loss: 0.0311982 | Time: 2195.03 ms [2021-09-28 03:45:14 main:574] : INFO : Epoch 1638 | loss: 0.0311986 | val_loss: 0.0311967 | Time: 2363.85 ms [2021-09-28 03:45:16 main:574] : INFO : Epoch 1639 | loss: 0.031198 | val_loss: 0.0312023 | Time: 2236.13 ms [2021-09-28 03:45:18 main:574] : INFO : Epoch 1640 | loss: 0.0311986 | val_loss: 0.0311977 | Time: 2321.25 ms [2021-09-28 03:45:21 main:574] : INFO : Epoch 1641 | loss: 0.0311978 | val_loss: 0.031198 | Time: 2301.9 ms [2021-09-28 03:45:23 main:574] : INFO : Epoch 1642 | loss: 0.0311975 | val_loss: 0.031199 | Time: 2340.48 ms [2021-09-28 03:45:25 main:574] : INFO : Epoch 1643 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 2399.18 ms [2021-09-28 03:45:28 main:574] : INFO : Epoch 1644 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 2280.87 ms [2021-09-28 03:45:30 main:574] : INFO : Epoch 1645 | loss: 0.0311996 | val_loss: 0.0311974 | Time: 2242.17 ms [2021-09-28 03:45:32 main:574] : INFO : Epoch 1646 | loss: 0.0311979 | val_loss: 0.031199 | Time: 2408.62 ms [2021-09-28 03:45:35 main:574] : INFO : Epoch 1647 | loss: 0.031198 | val_loss: 0.0311984 | Time: 2494.57 ms [2021-09-28 03:45:37 main:574] : INFO : Epoch 1648 | loss: 0.0311977 | val_loss: 0.0311974 | Time: 2359.7 ms [2021-09-28 03:45:40 main:574] : INFO : Epoch 1649 | loss: 0.0311987 | val_loss: 0.031201 | Time: 2383.14 ms [2021-09-28 03:45:42 main:574] : INFO : Epoch 1650 | loss: 0.0311978 | val_loss: 0.031198 | Time: 2299.62 ms [2021-09-28 03:45:44 main:574] : INFO : Epoch 1651 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 2396.56 ms [2021-09-28 03:45:47 main:574] : INFO : Epoch 1652 | loss: 0.0311968 | val_loss: 0.0311971 | Time: 2251.44 ms [2021-09-28 03:45:49 main:574] : INFO : Epoch 1653 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 2246.25 ms [2021-09-28 03:45:51 main:574] : INFO : Epoch 1654 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 2303.02 ms [2021-09-28 03:45:53 main:574] : INFO : Epoch 1655 | loss: 0.0311981 | val_loss: 0.0312032 | Time: 2380.03 ms [2021-09-28 03:45:56 main:574] : INFO : Epoch 1656 | loss: 0.0311985 | val_loss: 0.0311982 | Time: 2349.38 ms [2021-09-28 03:45:58 main:574] : INFO : Epoch 1657 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 2319.92 ms [2021-09-28 03:46:00 main:574] : INFO : Epoch 1658 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 2273.43 ms [2021-09-28 03:46:03 main:574] : INFO : Epoch 1659 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 2327.46 ms [2021-09-28 03:46:05 main:574] : INFO : Epoch 1660 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 2343 ms [2021-09-28 03:46:07 main:574] : INFO : Epoch 1661 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 2230.35 ms [2021-09-28 03:46:10 main:574] : INFO : Epoch 1662 | loss: 0.0311968 | val_loss: 0.0311978 | Time: 2378.64 ms [2021-09-28 03:46:12 main:574] : INFO : Epoch 1663 | loss: 0.031198 | val_loss: 0.031198 | Time: 2314.64 ms [2021-09-28 03:46:15 main:574] : INFO : Epoch 1664 | loss: 0.0311968 | val_loss: 0.031202 | Time: 2399.95 ms [2021-09-28 03:46:17 main:574] : INFO : Epoch 1665 | loss: 0.031199 | val_loss: 0.0311987 | Time: 2314.31 ms [2021-09-28 03:46:19 main:574] : INFO : Epoch 1666 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 2314.51 ms [2021-09-28 03:46:22 main:574] : INFO : Epoch 1667 | loss: 0.0311969 | val_loss: 0.0312008 | Time: 2369.96 ms [2021-09-28 03:46:24 main:574] : INFO : Epoch 1668 | loss: 0.0311989 | val_loss: 0.0312003 | Time: 2483.3 ms [2021-09-28 03:46:26 main:574] : INFO : Epoch 1669 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 2294.45 ms [2021-09-28 03:46:29 main:574] : INFO : Epoch 1670 | loss: 0.0311974 | val_loss: 0.0311975 | Time: 2294.04 ms [2021-09-28 03:46:31 main:574] : INFO : Epoch 1671 | loss: 0.0311982 | val_loss: 0.0311998 | Time: 2338.42 ms [2021-09-28 03:46:33 main:574] : INFO : Epoch 1672 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 2414.14 ms [2021-09-28 03:46:36 main:574] : INFO : Epoch 1673 | loss: 0.0311977 | val_loss: 0.0311975 | Time: 2270.75 ms [2021-09-28 03:46:38 main:574] : INFO : Epoch 1674 | loss: 0.0311965 | val_loss: 0.0311979 | Time: 2238.51 ms [2021-09-28 03:46:40 main:574] : INFO : Epoch 1675 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 2381.24 ms [2021-09-28 03:46:43 main:574] : INFO : Epoch 1676 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 2216.51 ms [2021-09-28 03:46:45 main:574] : INFO : Epoch 1677 | loss: 0.0311962 | val_loss: 0.0311976 | Time: 2322.96 ms [2021-09-28 03:46:47 main:574] : INFO : Epoch 1678 | loss: 0.0311972 | val_loss: 0.0311974 | Time: 2331.18 ms [2021-09-28 03:46:50 main:574] : INFO : Epoch 1679 | loss: 0.0311975 | val_loss: 0.0311976 | Time: 2335.79 ms [2021-09-28 03:46:52 main:574] : INFO : Epoch 1680 | loss: 0.0311969 | val_loss: 0.0311979 | Time: 2298.34 ms [2021-09-28 03:46:54 main:574] : INFO : Epoch 1681 | loss: 0.0311966 | val_loss: 0.0311986 | Time: 2334.92 ms [2021-09-28 03:46:57 main:574] : INFO : Epoch 1682 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 2358.42 ms [2021-09-28 03:46:59 main:574] : INFO : Epoch 1683 | loss: 0.0311972 | val_loss: 0.0311977 | Time: 2383.84 ms [2021-09-28 03:47:01 main:574] : INFO : Epoch 1684 | loss: 0.0311968 | val_loss: 0.031198 | Time: 2406.69 ms [2021-09-28 03:47:04 main:574] : INFO : Epoch 1685 | loss: 0.0311965 | val_loss: 0.0311976 | Time: 2404.33 ms [2021-09-28 03:47:06 main:574] : INFO : Epoch 1686 | loss: 0.0311961 | val_loss: 0.0311974 | Time: 2339.06 ms [2021-09-28 03:47:09 main:574] : INFO : Epoch 1687 | loss: 0.0311966 | val_loss: 0.0311972 | Time: 2311.28 ms [2021-09-28 03:47:11 main:574] : INFO : Epoch 1688 | loss: 0.0311961 | val_loss: 0.0311969 | Time: 2250.98 ms [2021-09-28 03:47:13 main:574] : INFO : Epoch 1689 | loss: 0.0311975 | val_loss: 0.0311979 | Time: 2383.47 ms [2021-09-28 03:47:16 main:574] : INFO : Epoch 1690 | loss: 0.0311969 | val_loss: 0.031199 | Time: 2369.71 ms [2021-09-28 03:47:18 main:574] : INFO : Epoch 1691 | loss: 0.0311973 | val_loss: 0.031197 | Time: 2299.51 ms [2021-09-28 03:47:20 main:574] : INFO : Epoch 1692 | loss: 0.0311974 | val_loss: 0.0311979 | Time: 2342.83 ms [2021-09-28 03:47:23 main:574] : INFO : Epoch 1693 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 2404.08 ms [2021-09-28 03:47:25 main:574] : INFO : Epoch 1694 | loss: 0.0311972 | val_loss: 0.031198 | Time: 2353.31 ms [2021-09-28 03:47:27 main:574] : INFO : Epoch 1695 | loss: 0.0311964 | val_loss: 0.0311968 | Time: 2355.46 ms [2021-09-28 03:47:30 main:574] : INFO : Epoch 1696 | loss: 0.0311976 | val_loss: 0.0311974 | Time: 2273.04 ms [2021-09-28 03:47:32 main:574] : INFO : Epoch 1697 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 2204.44 ms [2021-09-28 03:47:34 main:574] : INFO : Epoch 1698 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 2523.48 ms [2021-09-28 03:47:37 main:574] : INFO : Epoch 1699 | loss: 0.0311973 | val_loss: 0.031197 | Time: 2318.69 ms [2021-09-28 03:47:39 main:574] : INFO : Epoch 1700 | loss: 0.0311978 | val_loss: 0.0311967 | Time: 2369.06 ms [2021-09-28 03:47:41 main:574] : INFO : Epoch 1701 | loss: 0.0311966 | val_loss: 0.0311999 | Time: 2260.71 ms [2021-09-28 03:47:44 main:574] : INFO : Epoch 1702 | loss: 0.031197 | val_loss: 0.0311975 | Time: 2335.71 ms [2021-09-28 03:47:46 main:574] : INFO : Epoch 1703 | loss: 0.0311961 | val_loss: 0.0311974 | Time: 2307.24 ms [2021-09-28 03:47:48 main:574] : INFO : Epoch 1704 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 2260.78 ms [2021-09-28 03:47:51 main:574] : INFO : Epoch 1705 | loss: 0.0311979 | val_loss: 0.0311972 | Time: 2331.48 ms [2021-09-28 03:47:53 main:574] : INFO : Epoch 1706 | loss: 0.0311979 | val_loss: 0.0311969 | Time: 2224.49 ms [2021-09-28 03:47:55 main:574] : INFO : Epoch 1707 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 2447.96 ms [2021-09-28 03:47:58 main:574] : INFO : Epoch 1708 | loss: 0.0311966 | val_loss: 0.0311992 | Time: 2315.81 ms [2021-09-28 03:48:00 main:574] : INFO : Epoch 1709 | loss: 0.0311962 | val_loss: 0.0311978 | Time: 2290.76 ms [2021-09-28 03:48:02 main:574] : INFO : Epoch 1710 | loss: 0.0311966 | val_loss: 0.0311969 | Time: 2412.32 ms [2021-09-28 03:48:05 main:574] : INFO : Epoch 1711 | loss: 0.0311963 | val_loss: 0.031198 | Time: 2366.99 ms [2021-09-28 03:48:07 main:574] : INFO : Epoch 1712 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 2341.78 ms [2021-09-28 03:48:10 main:574] : INFO : Epoch 1713 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 2299.09 ms [2021-09-28 03:48:12 main:574] : INFO : Epoch 1714 | loss: 0.0311989 | val_loss: 0.0311977 | Time: 2366.11 ms [2021-09-28 03:48:14 main:574] : INFO : Epoch 1715 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 2293.24 ms [2021-09-28 03:48:16 main:574] : INFO : Epoch 1716 | loss: 0.031197 | val_loss: 0.0311989 | Time: 2234.99 ms [2021-09-28 03:48:19 main:574] : INFO : Epoch 1717 | loss: 0.0311963 | val_loss: 0.0311973 | Time: 2235.98 ms [2021-09-28 03:48:21 main:574] : INFO : Epoch 1718 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 2412.28 ms [2021-09-28 03:48:23 main:574] : INFO : Epoch 1719 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 2302.09 ms [2021-09-28 03:48:26 main:574] : INFO : Epoch 1720 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 2235.8 ms [2021-09-28 03:48:28 main:574] : INFO : Epoch 1721 | loss: 0.0311976 | val_loss: 0.0312003 | Time: 2350.75 ms [2021-09-28 03:48:30 main:574] : INFO : Epoch 1722 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 2299.85 ms [2021-09-28 03:48:33 main:574] : INFO : Epoch 1723 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 2187.48 ms [2021-09-28 03:48:35 main:574] : INFO : Epoch 1724 | loss: 0.031197 | val_loss: 0.0311971 | Time: 2345.49 ms [2021-09-28 03:48:37 main:574] : INFO : Epoch 1725 | loss: 0.0311971 | val_loss: 0.0311978 | Time: 2333.97 ms [2021-09-28 03:48:40 main:574] : INFO : Epoch 1726 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 2319.33 ms [2021-09-28 03:48:42 main:574] : INFO : Epoch 1727 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 2430.01 ms [2021-09-28 03:48:44 main:574] : INFO : Epoch 1728 | loss: 0.0311968 | val_loss: 0.031197 | Time: 2349.79 ms [2021-09-28 03:48:47 main:574] : INFO : Epoch 1729 | loss: 0.0311963 | val_loss: 0.0311974 | Time: 2359.13 ms [2021-09-28 03:48:49 main:574] : INFO : Epoch 1730 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 2316.97 ms [2021-09-28 03:48:51 main:574] : INFO : Epoch 1731 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 2321.73 ms [2021-09-28 03:48:54 main:574] : INFO : Epoch 1732 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 2373.42 ms [2021-09-28 03:48:56 main:574] : INFO : Epoch 1733 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 2324.16 ms [2021-09-28 03:48:59 main:574] : INFO : Epoch 1734 | loss: 0.0311973 | val_loss: 0.0311981 | Time: 2340.48 ms [2021-09-28 03:49:01 main:574] : INFO : Epoch 1735 | loss: 0.0311994 | val_loss: 0.0311982 | Time: 2404.02 ms [2021-09-28 03:49:03 main:574] : INFO : Epoch 1736 | loss: 0.0312063 | val_loss: 0.0312005 | Time: 2348.23 ms [2021-09-28 03:49:06 main:574] : INFO : Epoch 1737 | loss: 0.0312003 | val_loss: 0.0311991 | Time: 2319.98 ms [2021-09-28 03:49:08 main:574] : INFO : Epoch 1738 | loss: 0.0311992 | val_loss: 0.0311978 | Time: 2375.07 ms [2021-09-28 03:49:10 main:574] : INFO : Epoch 1739 | loss: 0.0311979 | val_loss: 0.0311966 | Time: 2411.41 ms [2021-09-28 03:49:13 main:574] : INFO : Epoch 1740 | loss: 0.0311956 | val_loss: 0.0311995 | Time: 2347.24 ms [2021-09-28 03:49:15 main:574] : INFO : Epoch 1741 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 2348.25 ms [2021-09-28 03:49:17 main:574] : INFO : Epoch 1742 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 2204.18 ms [2021-09-28 03:49:20 main:574] : INFO : Epoch 1743 | loss: 0.0311951 | val_loss: 0.0311963 | Time: 2242.74 ms [2021-09-28 03:49:22 main:574] : INFO : Epoch 1744 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 2290.22 ms [2021-09-28 03:49:24 main:574] : INFO : Epoch 1745 | loss: 0.0311992 | val_loss: 0.0311958 | Time: 2365.08 ms [2021-09-28 03:49:27 main:574] : INFO : Epoch 1746 | loss: 0.0311994 | val_loss: 0.0312017 | Time: 2237.77 ms [2021-09-28 03:49:29 main:574] : INFO : Epoch 1747 | loss: 0.0311964 | val_loss: 0.031196 | Time: 2293.86 ms [2021-09-28 03:49:31 main:574] : INFO : Epoch 1748 | loss: 0.0311953 | val_loss: 0.031198 | Time: 2243.35 ms [2021-09-28 03:49:33 main:574] : INFO : Epoch 1749 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 2335.6 ms [2021-09-28 03:49:36 main:574] : INFO : Epoch 1750 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 2228.33 ms [2021-09-28 03:49:38 main:574] : INFO : Epoch 1751 | loss: 0.0311959 | val_loss: 0.0311969 | Time: 2259.68 ms [2021-09-28 03:49:40 main:574] : INFO : Epoch 1752 | loss: 0.0311979 | val_loss: 0.0311959 | Time: 2243.15 ms [2021-09-28 03:49:43 main:574] : INFO : Epoch 1753 | loss: 0.031197 | val_loss: 0.031197 | Time: 2295.54 ms [2021-09-28 03:49:45 main:574] : INFO : Epoch 1754 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 2286.82 ms [2021-09-28 03:49:47 main:574] : INFO : Epoch 1755 | loss: 0.0311992 | val_loss: 0.0311956 | Time: 2294.51 ms [2021-09-28 03:49:49 main:574] : INFO : Epoch 1756 | loss: 0.0311978 | val_loss: 0.0311981 | Time: 2305.05 ms [2021-09-28 03:49:52 main:574] : INFO : Epoch 1757 | loss: 0.0311957 | val_loss: 0.0311975 | Time: 2291.63 ms [2021-09-28 03:49:54 main:574] : INFO : Epoch 1758 | loss: 0.0311955 | val_loss: 0.031197 | Time: 2311.13 ms [2021-09-28 03:49:56 main:574] : INFO : Epoch 1759 | loss: 0.0311959 | val_loss: 0.0311967 | Time: 2285.67 ms [2021-09-28 03:49:59 main:574] : INFO : Epoch 1760 | loss: 0.0311956 | val_loss: 0.0311959 | Time: 2315.02 ms [2021-09-28 03:50:01 main:574] : INFO : Epoch 1761 | loss: 0.0311949 | val_loss: 0.0311965 | Time: 2304.54 ms [2021-09-28 03:50:03 main:574] : INFO : Epoch 1762 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 2309.83 ms [2021-09-28 03:50:06 main:574] : INFO : Epoch 1763 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 2305.97 ms [2021-09-28 03:50:08 main:574] : INFO : Epoch 1764 | loss: 0.031195 | val_loss: 0.0311957 | Time: 2346.75 ms [2021-09-28 03:50:10 main:574] : INFO : Epoch 1765 | loss: 0.0311953 | val_loss: 0.0311958 | Time: 2312.26 ms [2021-09-28 03:50:13 main:574] : INFO : Epoch 1766 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 2317.08 ms [2021-09-28 03:50:15 main:574] : INFO : Epoch 1767 | loss: 0.0311955 | val_loss: 0.0312015 | Time: 2276 ms [2021-09-28 03:50:17 main:574] : INFO : Epoch 1768 | loss: 0.031197 | val_loss: 0.0312039 | Time: 2307.1 ms [2021-09-28 03:50:20 main:574] : INFO : Epoch 1769 | loss: 0.0311956 | val_loss: 0.031196 | Time: 2311.91 ms [2021-09-28 03:50:22 main:574] : INFO : Epoch 1770 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 2444.52 ms [2021-09-28 03:50:24 main:574] : INFO : Epoch 1771 | loss: 0.031194 | val_loss: 0.031196 | Time: 2310.84 ms [2021-09-28 03:50:27 main:574] : INFO : Epoch 1772 | loss: 0.031194 | val_loss: 0.0311962 | Time: 2260.95 ms [2021-09-28 03:50:29 main:574] : INFO : Epoch 1773 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 2278.37 ms [2021-09-28 03:50:31 main:574] : INFO : Epoch 1774 | loss: 0.0311957 | val_loss: 0.0311982 | Time: 2203.86 ms [2021-09-28 03:50:33 main:574] : INFO : Epoch 1775 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 2232.86 ms [2021-09-28 03:50:36 main:574] : INFO : Epoch 1776 | loss: 0.0311956 | val_loss: 0.0311982 | Time: 2387.98 ms [2021-09-28 03:50:38 main:574] : INFO : Epoch 1777 | loss: 0.0311954 | val_loss: 0.0311958 | Time: 2321.05 ms [2021-09-28 03:50:41 main:574] : INFO : Epoch 1778 | loss: 0.0311947 | val_loss: 0.0311959 | Time: 2419.07 ms [2021-09-28 03:50:43 main:574] : INFO : Epoch 1779 | loss: 0.0311949 | val_loss: 0.031196 | Time: 2320.42 ms [2021-09-28 03:50:45 main:574] : INFO : Epoch 1780 | loss: 0.031196 | val_loss: 0.0311958 | Time: 2283.36 ms [2021-09-28 03:50:47 main:574] : INFO : Epoch 1781 | loss: 0.0311964 | val_loss: 0.0311954 | Time: 2265.41 ms [2021-09-28 03:50:50 main:574] : INFO : Epoch 1782 | loss: 0.031197 | val_loss: 0.0311995 | Time: 2203.53 ms [2021-09-28 03:50:52 main:574] : INFO : Epoch 1783 | loss: 0.031197 | val_loss: 0.031197 | Time: 2213.04 ms [2021-09-28 03:50:54 main:574] : INFO : Epoch 1784 | loss: 0.031195 | val_loss: 0.0311956 | Time: 2413.14 ms [2021-09-28 03:50:57 main:574] : INFO : Epoch 1785 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 2330.89 ms [2021-09-28 03:50:59 main:574] : INFO : Epoch 1786 | loss: 0.0311944 | val_loss: 0.0311962 | Time: 2247.11 ms [2021-09-28 03:51:01 main:574] : INFO : Epoch 1787 | loss: 0.0311941 | val_loss: 0.0311963 | Time: 2347.02 ms [2021-09-28 03:51:04 main:574] : INFO : Epoch 1788 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 2320.67 ms [2021-09-28 03:51:06 main:574] : INFO : Epoch 1789 | loss: 0.0311949 | val_loss: 0.0311979 | Time: 2230.43 ms [2021-09-28 03:51:08 main:574] : INFO : Epoch 1790 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 2306.42 ms [2021-09-28 03:51:11 main:574] : INFO : Epoch 1791 | loss: 0.0311945 | val_loss: 0.0312 | Time: 2390.88 ms [2021-09-28 03:51:13 main:574] : INFO : Epoch 1792 | loss: 0.0311955 | val_loss: 0.031196 | Time: 2364.54 ms [2021-09-28 03:51:15 main:574] : INFO : Epoch 1793 | loss: 0.0311948 | val_loss: 0.031198 | Time: 2353.32 ms [2021-09-28 03:51:18 main:574] : INFO : Epoch 1794 | loss: 0.0311957 | val_loss: 0.031198 | Time: 2304.32 ms [2021-09-28 03:51:20 main:574] : INFO : Epoch 1795 | loss: 0.0311952 | val_loss: 0.0311963 | Time: 2245.13 ms [2021-09-28 03:51:22 main:574] : INFO : Epoch 1796 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 2327.68 ms [2021-09-28 03:51:25 main:574] : INFO : Epoch 1797 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 2351.49 ms [2021-09-28 03:51:27 main:574] : INFO : Epoch 1798 | loss: 0.0311948 | val_loss: 0.0311966 | Time: 2320.65 ms [2021-09-28 03:51:29 main:574] : INFO : Epoch 1799 | loss: 0.0311951 | val_loss: 0.0311952 | Time: 2413.01 ms [2021-09-28 03:51:32 main:574] : INFO : Epoch 1800 | loss: 0.0311942 | val_loss: 0.031196 | Time: 2427.72 ms [2021-09-28 03:51:34 main:574] : INFO : Epoch 1801 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 2287.2 ms [2021-09-28 03:51:37 main:574] : INFO : Epoch 1802 | loss: 0.031195 | val_loss: 0.0311963 | Time: 2402.81 ms [2021-09-28 03:51:39 main:574] : INFO : Epoch 1803 | loss: 0.031194 | val_loss: 0.0311957 | Time: 2314.58 ms [2021-09-28 03:51:41 main:574] : INFO : Epoch 1804 | loss: 0.0311949 | val_loss: 0.0311958 | Time: 2409.54 ms [2021-09-28 03:51:44 main:574] : INFO : Epoch 1805 | loss: 0.031195 | val_loss: 0.0311987 | Time: 2286.31 ms [2021-09-28 03:51:46 main:574] : INFO : Epoch 1806 | loss: 0.031195 | val_loss: 0.0311955 | Time: 2370.53 ms [2021-09-28 03:51:48 main:574] : INFO : Epoch 1807 | loss: 0.0311947 | val_loss: 0.0311967 | Time: 2279.06 ms [2021-09-28 03:51:51 main:574] : INFO : Epoch 1808 | loss: 0.031194 | val_loss: 0.031196 | Time: 2293.18 ms [2021-09-28 03:51:53 main:574] : INFO : Epoch 1809 | loss: 0.0311942 | val_loss: 0.0311954 | Time: 2288.98 ms [2021-09-28 03:51:55 main:574] : INFO : Epoch 1810 | loss: 0.031194 | val_loss: 0.0311958 | Time: 2285.07 ms [2021-09-28 03:51:58 main:574] : INFO : Epoch 1811 | loss: 0.0311957 | val_loss: 0.031196 | Time: 2385.08 ms [2021-09-28 03:52:00 main:574] : INFO : Epoch 1812 | loss: 0.0311962 | val_loss: 0.031195 | Time: 2284.94 ms [2021-09-28 03:52:02 main:574] : INFO : Epoch 1813 | loss: 0.0311971 | val_loss: 0.0311975 | Time: 2277.57 ms [2021-09-28 03:52:04 main:574] : INFO : Epoch 1814 | loss: 0.031198 | val_loss: 0.0311989 | Time: 2257.85 ms [2021-09-28 03:52:07 main:574] : INFO : Epoch 1815 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 2332.48 ms [2021-09-28 03:52:09 main:574] : INFO : Epoch 1816 | loss: 0.0311943 | val_loss: 0.0311954 | Time: 2265.43 ms [2021-09-28 03:52:11 main:574] : INFO : Epoch 1817 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 2268.22 ms [2021-09-28 03:52:14 main:574] : INFO : Epoch 1818 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 2392.78 ms [2021-09-28 03:52:16 main:574] : INFO : Epoch 1819 | loss: 0.0311948 | val_loss: 0.031198 | Time: 2291.89 ms [2021-09-28 03:52:18 main:574] : INFO : Epoch 1820 | loss: 0.031195 | val_loss: 0.0311955 | Time: 2325.56 ms [2021-09-28 03:52:21 main:574] : INFO : Epoch 1821 | loss: 0.031194 | val_loss: 0.031195 | Time: 2263.26 ms [2021-09-28 03:52:23 main:574] : INFO : Epoch 1822 | loss: 0.0311944 | val_loss: 0.0311958 | Time: 2349.75 ms [2021-09-28 03:52:26 main:574] : INFO : Epoch 1823 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 2728.55 ms [2021-09-28 03:52:28 main:574] : INFO : Epoch 1824 | loss: 0.0311948 | val_loss: 0.031196 | Time: 2227.43 ms [2021-09-28 03:52:30 main:574] : INFO : Epoch 1825 | loss: 0.0311956 | val_loss: 0.0311956 | Time: 2331.02 ms [2021-09-28 03:52:33 main:574] : INFO : Epoch 1826 | loss: 0.0311941 | val_loss: 0.031196 | Time: 2260.36 ms [2021-09-28 03:52:35 main:574] : INFO : Epoch 1827 | loss: 0.0311944 | val_loss: 0.031196 | Time: 2263.47 ms [2021-09-28 03:52:37 main:574] : INFO : Epoch 1828 | loss: 0.0311937 | val_loss: 0.0311953 | Time: 2272.15 ms [2021-09-28 03:52:40 main:574] : INFO : Epoch 1829 | loss: 0.0311936 | val_loss: 0.0311953 | Time: 2322.87 ms [2021-09-28 03:52:42 main:574] : INFO : Epoch 1830 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 2185.76 ms [2021-09-28 03:52:44 main:574] : INFO : Epoch 1831 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 2259.13 ms [2021-09-28 03:52:46 main:574] : INFO : Epoch 1832 | loss: 0.0311935 | val_loss: 0.0311982 | Time: 2286.95 ms [2021-09-28 03:52:49 main:574] : INFO : Epoch 1833 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 2504.3 ms [2021-09-28 03:52:51 main:574] : INFO : Epoch 1834 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 2339.38 ms [2021-09-28 03:52:54 main:574] : INFO : Epoch 1835 | loss: 0.0311944 | val_loss: 0.031198 | Time: 2398.78 ms [2021-09-28 03:52:56 main:574] : INFO : Epoch 1836 | loss: 0.0311961 | val_loss: 0.0311984 | Time: 2317.02 ms [2021-09-28 03:52:58 main:574] : INFO : Epoch 1837 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 2344.59 ms [2021-09-28 03:53:01 main:574] : INFO : Epoch 1838 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 2352.12 ms [2021-09-28 03:53:03 main:574] : INFO : Epoch 1839 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 2324.82 ms [2021-09-28 03:53:05 main:574] : INFO : Epoch 1840 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 2347.14 ms [2021-09-28 03:53:08 main:574] : INFO : Epoch 1841 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 2287.87 ms [2021-09-28 03:53:10 main:574] : INFO : Epoch 1842 | loss: 0.0311944 | val_loss: 0.031196 | Time: 2308.45 ms [2021-09-28 03:53:12 main:574] : INFO : Epoch 1843 | loss: 0.0311951 | val_loss: 0.0311958 | Time: 2315.15 ms [2021-09-28 03:53:15 main:574] : INFO : Epoch 1844 | loss: 0.0311963 | val_loss: 0.0311971 | Time: 2381.99 ms [2021-09-28 03:53:17 main:574] : INFO : Epoch 1845 | loss: 0.0311948 | val_loss: 0.0311952 | Time: 2340 ms [2021-09-28 03:53:19 main:574] : INFO : Epoch 1846 | loss: 0.0311947 | val_loss: 0.031196 | Time: 2311.82 ms [2021-09-28 03:53:22 main:574] : INFO : Epoch 1847 | loss: 0.0311962 | val_loss: 0.0311955 | Time: 2347.34 ms [2021-09-28 03:53:24 main:574] : INFO : Epoch 1848 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 2476 ms [2021-09-28 03:53:26 main:574] : INFO : Epoch 1849 | loss: 0.0311935 | val_loss: 0.0311952 | Time: 2296.12 ms [2021-09-28 03:53:29 main:574] : INFO : Epoch 1850 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 2370.68 ms [2021-09-28 03:53:31 main:574] : INFO : Epoch 1851 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 2415.24 ms [2021-09-28 03:53:34 main:574] : INFO : Epoch 1852 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 2290.13 ms [2021-09-28 03:53:36 main:574] : INFO : Epoch 1853 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 2277.76 ms [2021-09-28 03:53:38 main:574] : INFO : Epoch 1854 | loss: 0.0311946 | val_loss: 0.0311955 | Time: 2234.53 ms [2021-09-28 03:53:41 main:574] : INFO : Epoch 1855 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2364.28 ms [2021-09-28 03:53:43 main:574] : INFO : Epoch 1856 | loss: 0.0311932 | val_loss: 0.0311952 | Time: 2306.91 ms [2021-09-28 03:53:45 main:574] : INFO : Epoch 1857 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 2348.45 ms [2021-09-28 03:53:48 main:574] : INFO : Epoch 1858 | loss: 0.0311941 | val_loss: 0.0311973 | Time: 2389.14 ms [2021-09-28 03:53:50 main:574] : INFO : Epoch 1859 | loss: 0.0311976 | val_loss: 0.0311963 | Time: 2288.92 ms [2021-09-28 03:53:52 main:574] : INFO : Epoch 1860 | loss: 0.0311983 | val_loss: 0.0311961 | Time: 2247.56 ms [2021-09-28 03:53:55 main:574] : INFO : Epoch 1861 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 2372.35 ms [2021-09-28 03:53:57 main:574] : INFO : Epoch 1862 | loss: 0.0311972 | val_loss: 0.0311975 | Time: 2296.95 ms [2021-09-28 03:53:59 main:574] : INFO : Epoch 1863 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 2275.28 ms [2021-09-28 03:54:02 main:574] : INFO : Epoch 1864 | loss: 0.0311985 | val_loss: 0.0311964 | Time: 2341.47 ms [2021-09-28 03:54:04 main:574] : INFO : Epoch 1865 | loss: 0.0311974 | val_loss: 0.0311963 | Time: 2315.85 ms [2021-09-28 03:54:06 main:574] : INFO : Epoch 1866 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 2272.45 ms [2021-09-28 03:54:08 main:574] : INFO : Epoch 1867 | loss: 0.031196 | val_loss: 0.0311963 | Time: 2259.56 ms [2021-09-28 03:54:11 main:574] : INFO : Epoch 1868 | loss: 0.0312001 | val_loss: 0.0311983 | Time: 2391.27 ms [2021-09-28 03:54:13 main:574] : INFO : Epoch 1869 | loss: 0.0312034 | val_loss: 0.0312024 | Time: 2251.07 ms [2021-09-28 03:54:15 main:574] : INFO : Epoch 1870 | loss: 0.0311986 | val_loss: 0.0311999 | Time: 2292.57 ms [2021-09-28 03:54:18 main:574] : INFO : Epoch 1871 | loss: 0.031198 | val_loss: 0.0311998 | Time: 2291.15 ms [2021-09-28 03:54:20 main:574] : INFO : Epoch 1872 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 2406.3 ms [2021-09-28 03:54:22 main:574] : INFO : Epoch 1873 | loss: 0.0311951 | val_loss: 0.0311946 | Time: 2275.44 ms [2021-09-28 03:54:25 main:574] : INFO : Epoch 1874 | loss: 0.0311941 | val_loss: 0.031196 | Time: 2294.76 ms [2021-09-28 03:54:27 main:574] : INFO : Epoch 1875 | loss: 0.031195 | val_loss: 0.0311949 | Time: 2384.33 ms [2021-09-28 03:54:29 main:574] : INFO : Epoch 1876 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 2334.65 ms [2021-09-28 03:54:32 main:574] : INFO : Epoch 1877 | loss: 0.0311945 | val_loss: 0.031195 | Time: 2279.83 ms [2021-09-28 03:54:34 main:574] : INFO : Epoch 1878 | loss: 0.0311951 | val_loss: 0.0311953 | Time: 2427.02 ms [2021-09-28 03:54:36 main:574] : INFO : Epoch 1879 | loss: 0.0311943 | val_loss: 0.0311951 | Time: 2238.54 ms [2021-09-28 03:54:39 main:574] : INFO : Epoch 1880 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 2298.56 ms [2021-09-28 03:54:41 main:574] : INFO : Epoch 1881 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 2387.31 ms [2021-09-28 03:54:43 main:574] : INFO : Epoch 1882 | loss: 0.031194 | val_loss: 0.0311962 | Time: 2284.2 ms [2021-09-28 03:54:46 main:574] : INFO : Epoch 1883 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 2334.54 ms [2021-09-28 03:54:48 main:574] : INFO : Epoch 1884 | loss: 0.0311954 | val_loss: 0.0311954 | Time: 2322.98 ms [2021-09-28 03:54:50 main:574] : INFO : Epoch 1885 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 2237.44 ms [2021-09-28 03:54:53 main:574] : INFO : Epoch 1886 | loss: 0.0311938 | val_loss: 0.0311945 | Time: 2298.05 ms [2021-09-28 03:54:55 main:574] : INFO : Epoch 1887 | loss: 0.0311936 | val_loss: 0.0311945 | Time: 2325.23 ms [2021-09-28 03:54:57 main:574] : INFO : Epoch 1888 | loss: 0.0311941 | val_loss: 0.0311945 | Time: 2310.9 ms [2021-09-28 03:55:00 main:574] : INFO : Epoch 1889 | loss: 0.031195 | val_loss: 0.0311956 | Time: 2340.71 ms [2021-09-28 03:55:02 main:574] : INFO : Epoch 1890 | loss: 0.0311939 | val_loss: 0.0311942 | Time: 2300.83 ms [2021-09-28 03:55:04 main:574] : INFO : Epoch 1891 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 2320.58 ms [2021-09-28 03:55:07 main:574] : INFO : Epoch 1892 | loss: 0.0311941 | val_loss: 0.0311992 | Time: 2313.1 ms [2021-09-28 03:55:09 main:574] : INFO : Epoch 1893 | loss: 0.0311947 | val_loss: 0.0311948 | Time: 2361.5 ms [2021-09-28 03:55:11 main:574] : INFO : Epoch 1894 | loss: 0.0311931 | val_loss: 0.031195 | Time: 2225.33 ms [2021-09-28 03:55:14 main:574] : INFO : Epoch 1895 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 2300.56 ms [2021-09-28 03:55:16 main:574] : INFO : Epoch 1896 | loss: 0.0311931 | val_loss: 0.0311953 | Time: 2317.04 ms [2021-09-28 03:55:18 main:574] : INFO : Epoch 1897 | loss: 0.0311934 | val_loss: 0.0311945 | Time: 2305.31 ms [2021-09-28 03:55:20 main:574] : INFO : Epoch 1898 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 2269.4 ms [2021-09-28 03:55:23 main:574] : INFO : Epoch 1899 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 2369.12 ms [2021-09-28 03:55:25 main:574] : INFO : Epoch 1900 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 2343.1 ms [2021-09-28 03:55:28 main:574] : INFO : Epoch 1901 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 2399.43 ms [2021-09-28 03:55:30 main:574] : INFO : Epoch 1902 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 2342.36 ms [2021-09-28 03:55:32 main:574] : INFO : Epoch 1903 | loss: 0.0311931 | val_loss: 0.0311965 | Time: 2354.62 ms [2021-09-28 03:55:35 main:574] : INFO : Epoch 1904 | loss: 0.0311935 | val_loss: 0.0311963 | Time: 2488.56 ms [2021-09-28 03:55:37 main:574] : INFO : Epoch 1905 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 2302.58 ms [2021-09-28 03:55:40 main:574] : INFO : Epoch 1906 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 2370.75 ms [2021-09-28 03:55:42 main:574] : INFO : Epoch 1907 | loss: 0.0311936 | val_loss: 0.0311956 | Time: 2266.27 ms [2021-09-28 03:55:44 main:574] : INFO : Epoch 1908 | loss: 0.0311943 | val_loss: 0.0311992 | Time: 2397.95 ms [2021-09-28 03:55:47 main:574] : INFO : Epoch 1909 | loss: 0.031193 | val_loss: 0.0311954 | Time: 2378.19 ms [2021-09-28 03:55:49 main:574] : INFO : Epoch 1910 | loss: 0.0311923 | val_loss: 0.0311956 | Time: 2352.09 ms [2021-09-28 03:55:51 main:574] : INFO : Epoch 1911 | loss: 0.0311935 | val_loss: 0.0311962 | Time: 2384.57 ms [2021-09-28 03:55:54 main:574] : INFO : Epoch 1912 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 2368.11 ms [2021-09-28 03:55:56 main:574] : INFO : Epoch 1913 | loss: 0.0311924 | val_loss: 0.0311949 | Time: 2262.48 ms [2021-09-28 03:55:58 main:574] : INFO : Epoch 1914 | loss: 0.0311936 | val_loss: 0.0311952 | Time: 2417.11 ms [2021-09-28 03:56:01 main:574] : INFO : Epoch 1915 | loss: 0.0311929 | val_loss: 0.031196 | Time: 2232.97 ms [2021-09-28 03:56:03 main:574] : INFO : Epoch 1916 | loss: 0.0311929 | val_loss: 0.0311964 | Time: 2345.45 ms [2021-09-28 03:56:05 main:574] : INFO : Epoch 1917 | loss: 0.0311935 | val_loss: 0.0311962 | Time: 2341.2 ms [2021-09-28 03:56:08 main:574] : INFO : Epoch 1918 | loss: 0.031193 | val_loss: 0.0311959 | Time: 2358.03 ms [2021-09-28 03:56:10 main:574] : INFO : Epoch 1919 | loss: 0.0311931 | val_loss: 0.0311989 | Time: 2277.94 ms [2021-09-28 03:56:12 main:574] : INFO : Epoch 1920 | loss: 0.0311959 | val_loss: 0.0312025 | Time: 2276.76 ms [2021-09-28 03:56:15 main:574] : INFO : Epoch 1921 | loss: 0.0311945 | val_loss: 0.0311973 | Time: 2336.61 ms [2021-09-28 03:56:17 main:574] : INFO : Epoch 1922 | loss: 0.0311948 | val_loss: 0.0311983 | Time: 2309.18 ms [2021-09-28 03:56:19 main:574] : INFO : Epoch 1923 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 2257.82 ms [2021-09-28 03:56:22 main:574] : INFO : Epoch 1924 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2326.8 ms [2021-09-28 03:56:24 main:574] : INFO : Epoch 1925 | loss: 0.031192 | val_loss: 0.0311957 | Time: 2478.26 ms [2021-09-28 03:56:26 main:574] : INFO : Epoch 1926 | loss: 0.031192 | val_loss: 0.0311965 | Time: 2304.43 ms [2021-09-28 03:56:29 main:574] : INFO : Epoch 1927 | loss: 0.031194 | val_loss: 0.0311954 | Time: 2179.92 ms [2021-09-28 03:56:31 main:574] : INFO : Epoch 1928 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 2296.76 ms [2021-09-28 03:56:33 main:574] : INFO : Epoch 1929 | loss: 0.0311934 | val_loss: 0.0312001 | Time: 2345.22 ms [2021-09-28 03:56:36 main:574] : INFO : Epoch 1930 | loss: 0.031193 | val_loss: 0.0311964 | Time: 2308.99 ms [2021-09-28 03:56:38 main:574] : INFO : Epoch 1931 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 2307.6 ms [2021-09-28 03:56:40 main:574] : INFO : Epoch 1932 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 2382.35 ms [2021-09-28 03:56:43 main:574] : INFO : Epoch 1933 | loss: 0.0311954 | val_loss: 0.031196 | Time: 2278.18 ms [2021-09-28 03:56:45 main:574] : INFO : Epoch 1934 | loss: 0.0311946 | val_loss: 0.0312 | Time: 2257.07 ms [2021-09-28 03:56:47 main:574] : INFO : Epoch 1935 | loss: 0.0311961 | val_loss: 0.031198 | Time: 2380.67 ms [2021-09-28 03:56:50 main:574] : INFO : Epoch 1936 | loss: 0.031195 | val_loss: 0.0311986 | Time: 2314.26 ms [2021-09-28 03:56:52 main:574] : INFO : Epoch 1937 | loss: 0.0311949 | val_loss: 0.0311979 | Time: 2322.08 ms [2021-09-28 03:56:54 main:574] : INFO : Epoch 1938 | loss: 0.0311951 | val_loss: 0.0311978 | Time: 2259.35 ms [2021-09-28 03:56:57 main:574] : INFO : Epoch 1939 | loss: 0.0311982 | val_loss: 0.0311974 | Time: 2358.2 ms [2021-09-28 03:56:59 main:574] : INFO : Epoch 1940 | loss: 0.0311978 | val_loss: 0.0311982 | Time: 2320.48 ms [2021-09-28 03:57:01 main:574] : INFO : Epoch 1941 | loss: 0.0311947 | val_loss: 0.0311956 | Time: 2340.34 ms [2021-09-28 03:57:04 main:574] : INFO : Epoch 1942 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 2283.69 ms [2021-09-28 03:57:06 main:574] : INFO : Epoch 1943 | loss: 0.0311942 | val_loss: 0.0311966 | Time: 2310.24 ms [2021-09-28 03:57:08 main:574] : INFO : Epoch 1944 | loss: 0.031194 | val_loss: 0.0311958 | Time: 2292.2 ms [2021-09-28 03:57:11 main:574] : INFO : Epoch 1945 | loss: 0.0311935 | val_loss: 0.0311962 | Time: 2308.79 ms [2021-09-28 03:57:13 main:574] : INFO : Epoch 1946 | loss: 0.0311937 | val_loss: 0.0311964 | Time: 2405.85 ms [2021-09-28 03:57:15 main:574] : INFO : Epoch 1947 | loss: 0.0311939 | val_loss: 0.0311961 | Time: 2390.51 ms [2021-09-28 03:57:18 main:574] : INFO : Epoch 1948 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 2268 ms [2021-09-28 03:57:20 main:574] : INFO : Epoch 1949 | loss: 0.0311937 | val_loss: 0.0311953 | Time: 2226.99 ms [2021-09-28 03:57:22 main:574] : INFO : Epoch 1950 | loss: 0.0311931 | val_loss: 0.0311952 | Time: 2262.38 ms [2021-09-28 03:57:24 main:574] : INFO : Epoch 1951 | loss: 0.0311928 | val_loss: 0.0311954 | Time: 2294.87 ms [2021-09-28 03:57:27 main:574] : INFO : Epoch 1952 | loss: 0.0311925 | val_loss: 0.0311958 | Time: 2321.68 ms [2021-09-28 03:57:29 main:574] : INFO : Epoch 1953 | loss: 0.0311941 | val_loss: 0.0311951 | Time: 2297 ms [2021-09-28 03:57:31 main:574] : INFO : Epoch 1954 | loss: 0.0311938 | val_loss: 0.0311958 | Time: 2282.15 ms [2021-09-28 03:57:34 main:574] : INFO : Epoch 1955 | loss: 0.0311943 | val_loss: 0.0311979 | Time: 2274.07 ms [2021-09-28 03:57:36 main:574] : INFO : Epoch 1956 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 2259.13 ms [2021-09-28 03:57:38 main:574] : INFO : Epoch 1957 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 2301.17 ms [2021-09-28 03:57:41 main:574] : INFO : Epoch 1958 | loss: 0.0311923 | val_loss: 0.0311955 | Time: 2428.43 ms [2021-09-28 03:57:43 main:574] : INFO : Epoch 1959 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 2143.89 ms [2021-09-28 03:57:45 main:574] : INFO : Epoch 1960 | loss: 0.0311928 | val_loss: 0.0311986 | Time: 2206.03 ms [2021-09-28 03:57:47 main:574] : INFO : Epoch 1961 | loss: 0.0311951 | val_loss: 0.0311952 | Time: 2304.63 ms [2021-09-28 03:57:50 main:574] : INFO : Epoch 1962 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 2316.36 ms [2021-09-28 03:57:52 main:574] : INFO : Epoch 1963 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 2303.13 ms [2021-09-28 03:57:54 main:574] : INFO : Epoch 1964 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 2268.91 ms [2021-09-28 03:57:57 main:574] : INFO : Epoch 1965 | loss: 0.0311927 | val_loss: 0.0311967 | Time: 2262.9 ms [2021-09-28 03:57:59 main:574] : INFO : Epoch 1966 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 2369.73 ms [2021-09-28 03:58:01 main:574] : INFO : Epoch 1967 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2344.67 ms [2021-09-28 03:58:04 main:574] : INFO : Epoch 1968 | loss: 0.0311927 | val_loss: 0.0311953 | Time: 2213.49 ms [2021-09-28 03:58:06 main:574] : INFO : Epoch 1969 | loss: 0.0311921 | val_loss: 0.0311961 | Time: 2450.05 ms [2021-09-28 03:58:09 main:574] : INFO : Epoch 1970 | loss: 0.0311933 | val_loss: 0.0311954 | Time: 2507.35 ms [2021-09-28 03:58:11 main:574] : INFO : Epoch 1971 | loss: 0.0311932 | val_loss: 0.0312 | Time: 2341.18 ms [2021-09-28 03:58:13 main:574] : INFO : Epoch 1972 | loss: 0.0311926 | val_loss: 0.031198 | Time: 2289.93 ms [2021-09-28 03:58:16 main:574] : INFO : Epoch 1973 | loss: 0.0311923 | val_loss: 0.0311953 | Time: 2282.57 ms [2021-09-28 03:58:18 main:574] : INFO : Epoch 1974 | loss: 0.0311926 | val_loss: 0.0311952 | Time: 2303.58 ms [2021-09-28 03:58:20 main:574] : INFO : Epoch 1975 | loss: 0.031192 | val_loss: 0.0311979 | Time: 2295.72 ms [2021-09-28 03:58:23 main:574] : INFO : Epoch 1976 | loss: 0.031194 | val_loss: 0.0311977 | Time: 2358.8 ms [2021-09-28 03:58:25 main:574] : INFO : Epoch 1977 | loss: 0.0312014 | val_loss: 0.0312013 | Time: 2319.18 ms [2021-09-28 03:58:27 main:574] : INFO : Epoch 1978 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 2333.93 ms [2021-09-28 03:58:30 main:574] : INFO : Epoch 1979 | loss: 0.0311929 | val_loss: 0.0311959 | Time: 2352.23 ms [2021-09-28 03:58:32 main:574] : INFO : Epoch 1980 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 2327.97 ms [2021-09-28 03:58:34 main:574] : INFO : Epoch 1981 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 2338.28 ms [2021-09-28 03:58:37 main:574] : INFO : Epoch 1982 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 2308.01 ms [2021-09-28 03:58:39 main:574] : INFO : Epoch 1983 | loss: 0.0311922 | val_loss: 0.0311952 | Time: 2285.2 ms [2021-09-28 03:58:41 main:574] : INFO : Epoch 1984 | loss: 0.0311915 | val_loss: 0.0311956 | Time: 2280.93 ms [2021-09-28 03:58:43 main:574] : INFO : Epoch 1985 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 2258.63 ms [2021-09-28 03:58:46 main:574] : INFO : Epoch 1986 | loss: 0.0311925 | val_loss: 0.0311965 | Time: 2258.03 ms [2021-09-28 03:58:48 main:574] : INFO : Epoch 1987 | loss: 0.031194 | val_loss: 0.031196 | Time: 2308.78 ms [2021-09-28 03:58:50 main:574] : INFO : Epoch 1988 | loss: 0.0311939 | val_loss: 0.0311962 | Time: 2246.61 ms [2021-09-28 03:58:53 main:574] : INFO : Epoch 1989 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 2310.92 ms [2021-09-28 03:58:55 main:574] : INFO : Epoch 1990 | loss: 0.0311932 | val_loss: 0.031196 | Time: 2264.28 ms [2021-09-28 03:58:57 main:574] : INFO : Epoch 1991 | loss: 0.0311919 | val_loss: 0.0311987 | Time: 2297.94 ms [2021-09-28 03:59:00 main:574] : INFO : Epoch 1992 | loss: 0.0311933 | val_loss: 0.0311958 | Time: 2453.84 ms [2021-09-28 03:59:02 main:574] : INFO : Epoch 1993 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 2350.43 ms [2021-09-28 03:59:04 main:574] : INFO : Epoch 1994 | loss: 0.0311952 | val_loss: 0.0311962 | Time: 2270.51 ms [2021-09-28 03:59:07 main:574] : INFO : Epoch 1995 | loss: 0.0311939 | val_loss: 0.031197 | Time: 2322.43 ms [2021-09-28 03:59:09 main:574] : INFO : Epoch 1996 | loss: 0.0311937 | val_loss: 0.0311966 | Time: 2306.97 ms [2021-09-28 03:59:11 main:574] : INFO : Epoch 1997 | loss: 0.0311933 | val_loss: 0.0311965 | Time: 2294.56 ms [2021-09-28 03:59:14 main:574] : INFO : Epoch 1998 | loss: 0.0311928 | val_loss: 0.0311983 | Time: 2300.01 ms [2021-09-28 03:59:16 main:574] : INFO : Epoch 1999 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 2390.63 ms [2021-09-28 03:59:18 main:574] : INFO : Epoch 2000 | loss: 0.0311921 | val_loss: 0.031197 | Time: 2372.78 ms [2021-09-28 03:59:21 main:574] : INFO : Epoch 2001 | loss: 0.0311953 | val_loss: 0.0311972 | Time: 2415.79 ms [2021-09-28 03:59:23 main:574] : INFO : Epoch 2002 | loss: 0.031194 | val_loss: 0.031196 | Time: 2358.95 ms [2021-09-28 03:59:26 main:574] : INFO : Epoch 2003 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 2298.12 ms [2021-09-28 03:59:28 main:574] : INFO : Epoch 2004 | loss: 0.0311919 | val_loss: 0.0311974 | Time: 2305.72 ms [2021-09-28 03:59:30 main:574] : INFO : Epoch 2005 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 2327.26 ms [2021-09-28 03:59:33 main:574] : INFO : Epoch 2006 | loss: 0.0311952 | val_loss: 0.0312044 | Time: 2433.16 ms [2021-09-28 03:59:35 main:574] : INFO : Epoch 2007 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 2288.87 ms [2021-09-28 03:59:37 main:574] : INFO : Epoch 2008 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 2304.06 ms [2021-09-28 03:59:40 main:574] : INFO : Epoch 2009 | loss: 0.0311924 | val_loss: 0.0311966 | Time: 2263.98 ms [2021-09-28 03:59:42 main:574] : INFO : Epoch 2010 | loss: 0.0311935 | val_loss: 0.0311964 | Time: 2300.23 ms [2021-09-28 03:59:44 main:574] : INFO : Epoch 2011 | loss: 0.0312504 | val_loss: 0.0389334 | Time: 2326.04 ms [2021-09-28 03:59:46 main:574] : INFO : Epoch 2012 | loss: 0.0388745 | val_loss: 0.0329784 | Time: 2278.3 ms [2021-09-28 03:59:49 main:574] : INFO : Epoch 2013 | loss: 0.0330062 | val_loss: 0.0319017 | Time: 2455.44 ms [2021-09-28 03:59:51 main:574] : INFO : Epoch 2014 | loss: 0.0315186 | val_loss: 0.0313155 | Time: 2350.56 ms [2021-09-28 03:59:54 main:574] : INFO : Epoch 2015 | loss: 0.0312738 | val_loss: 0.0312531 | Time: 2245.35 ms [2021-09-28 03:59:56 main:574] : INFO : Epoch 2016 | loss: 0.0312478 | val_loss: 0.031242 | Time: 2266.44 ms [2021-09-28 03:59:58 main:574] : INFO : Epoch 2017 | loss: 0.0312388 | val_loss: 0.0312331 | Time: 2328.77 ms [2021-09-28 04:00:01 main:574] : INFO : Epoch 2018 | loss: 0.0312316 | val_loss: 0.0312277 | Time: 2380.62 ms [2021-09-28 04:00:03 main:574] : INFO : Epoch 2019 | loss: 0.0312271 | val_loss: 0.0312237 | Time: 2396.8 ms [2021-09-28 04:00:05 main:574] : INFO : Epoch 2020 | loss: 0.0312241 | val_loss: 0.0312205 | Time: 2354.81 ms [2021-09-28 04:00:08 main:574] : INFO : Epoch 2021 | loss: 0.0312223 | val_loss: 0.0312179 | Time: 2323.5 ms [2021-09-28 04:00:10 main:574] : INFO : Epoch 2022 | loss: 0.0312205 | val_loss: 0.0312182 | Time: 2291.36 ms [2021-09-28 04:00:12 main:574] : INFO : Epoch 2023 | loss: 0.0312185 | val_loss: 0.0312142 | Time: 2266.37 ms [2021-09-28 04:00:15 main:574] : INFO : Epoch 2024 | loss: 0.0312145 | val_loss: 0.0312104 | Time: 2378.38 ms [2021-09-28 04:00:17 main:574] : INFO : Epoch 2025 | loss: 0.0312131 | val_loss: 0.0312104 | Time: 2300.07 ms [2021-09-28 04:00:19 main:574] : INFO : Epoch 2026 | loss: 0.0312127 | val_loss: 0.0312117 | Time: 2303.09 ms [2021-09-28 04:00:22 main:574] : INFO : Epoch 2027 | loss: 0.0312119 | val_loss: 0.0312073 | Time: 2371.9 ms [2021-09-28 04:00:24 main:574] : INFO : Epoch 2028 | loss: 0.0312102 | val_loss: 0.0312067 | Time: 2442.1 ms [2021-09-28 04:00:27 main:574] : INFO : Epoch 2029 | loss: 0.0312096 | val_loss: 0.031206 | Time: 2383.46 ms [2021-09-28 04:00:29 main:574] : INFO : Epoch 2030 | loss: 0.0312085 | val_loss: 0.0312053 | Time: 2310.97 ms [2021-09-28 04:00:31 main:574] : INFO : Epoch 2031 | loss: 0.031208 | val_loss: 0.0312049 | Time: 2416.13 ms [2021-09-28 04:00:34 main:574] : INFO : Epoch 2032 | loss: 0.0312078 | val_loss: 0.0312041 | Time: 2330.89 ms [2021-09-28 04:00:36 main:574] : INFO : Epoch 2033 | loss: 0.0312068 | val_loss: 0.0312033 | Time: 2409.88 ms [2021-09-28 04:00:38 main:574] : INFO : Epoch 2034 | loss: 0.0312062 | val_loss: 0.0312025 | Time: 2233.49 ms [2021-09-28 04:00:41 main:574] : INFO : Epoch 2035 | loss: 0.0312054 | val_loss: 0.0312028 | Time: 2279.16 ms [2021-09-28 04:00:43 main:574] : INFO : Epoch 2036 | loss: 0.0312051 | val_loss: 0.0312018 | Time: 2324.48 ms [2021-09-28 04:00:45 main:574] : INFO : Epoch 2037 | loss: 0.0312058 | val_loss: 0.0312014 | Time: 2353.75 ms [2021-09-28 04:00:48 main:574] : INFO : Epoch 2038 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 2291.73 ms [2021-09-28 04:00:50 main:574] : INFO : Epoch 2039 | loss: 0.0312037 | val_loss: 0.0312003 | Time: 2378.32 ms [2021-09-28 04:00:52 main:574] : INFO : Epoch 2040 | loss: 0.031203 | val_loss: 0.0312012 | Time: 2285.76 ms [2021-09-28 04:00:55 main:574] : INFO : Epoch 2041 | loss: 0.0312033 | val_loss: 0.0312015 | Time: 2293.79 ms [2021-09-28 04:00:57 main:574] : INFO : Epoch 2042 | loss: 0.031202 | val_loss: 0.031199 | Time: 2322.8 ms [2021-09-28 04:00:59 main:574] : INFO : Epoch 2043 | loss: 0.0312015 | val_loss: 0.0311989 | Time: 2344.73 ms [2021-09-28 04:01:02 main:574] : INFO : Epoch 2044 | loss: 0.0312018 | val_loss: 0.0311994 | Time: 2255.98 ms [2021-09-28 04:01:04 main:574] : INFO : Epoch 2045 | loss: 0.0312021 | val_loss: 0.0312008 | Time: 2313.1 ms [2021-09-28 04:01:06 main:574] : INFO : Epoch 2046 | loss: 0.0312014 | val_loss: 0.0311982 | Time: 2347.85 ms [2021-09-28 04:01:09 main:574] : INFO : Epoch 2047 | loss: 0.0311998 | val_loss: 0.0311974 | Time: 2425.6 ms [2021-09-28 04:01:11 main:574] : INFO : Epoch 2048 | loss: 0.0311996 | val_loss: 0.0311975 | Time: 2326.31 ms [2021-09-28 04:01:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311975 [2021-09-28 04:01:11 main:603] : INFO : Saving end state to config to file [2021-09-28 04:01:11 main:608] : INFO : Success, exiting.. 04:01:11 (9948): 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)