Task 5519872
| Name | ParityMachine-1624573237-18183-2_0 |
| Workunit | 3375919 |
| Created | 28 Jun 2021, 5:23:57 UTC |
| Sent | 4 Jul 2021, 9:00:56 UTC |
| Report deadline | 11 Jul 2021, 9:00:56 UTC |
| Received | 4 Jul 2021, 15:50:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 7 min 31 sec |
| CPU time | 1 hours 7 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311876 | val_loss: 0.0311994 | Time: 2526.77 ms [2021-07-04 17:29:21 main:574] : INFO : Epoch 1543 | loss: 0.0311877 | val_loss: 0.0311956 | Time: 2561.33 ms [2021-07-04 17:29:23 main:574] : INFO : Epoch 1544 | loss: 0.0311883 | val_loss: 0.0312016 | Time: 2480.35 ms [2021-07-04 17:29:26 main:574] : INFO : Epoch 1545 | loss: 0.0311887 | val_loss: 0.0311961 | Time: 2657.26 ms [2021-07-04 17:29:28 main:574] : INFO : Epoch 1546 | loss: 0.0311875 | val_loss: 0.0311969 | Time: 2493.55 ms [2021-07-04 17:29:31 main:574] : INFO : Epoch 1547 | loss: 0.0311894 | val_loss: 0.0311959 | Time: 2551.42 ms [2021-07-04 17:29:33 main:574] : INFO : Epoch 1548 | loss: 0.0311869 | val_loss: 0.0311954 | Time: 2524.92 ms [2021-07-04 17:29:36 main:574] : INFO : Epoch 1549 | loss: 0.0311864 | val_loss: 0.0311954 | Time: 2508.41 ms [2021-07-04 17:29:38 main:574] : INFO : Epoch 1550 | loss: 0.0311871 | val_loss: 0.0311981 | Time: 2526.37 ms [2021-07-04 17:29:41 main:574] : INFO : Epoch 1551 | loss: 0.0311868 | val_loss: 0.0311969 | Time: 2531.8 ms [2021-07-04 17:29:44 main:574] : INFO : Epoch 1552 | loss: 0.0311861 | val_loss: 0.0311958 | Time: 2523.17 ms [2021-07-04 17:29:46 main:574] : INFO : Epoch 1553 | loss: 0.0311866 | val_loss: 0.0311968 | Time: 2571.91 ms [2021-07-04 17:29:49 main:574] : INFO : Epoch 1554 | loss: 0.0311876 | val_loss: 0.0311969 | Time: 2526.49 ms [2021-07-04 17:29:51 main:574] : INFO : Epoch 1555 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 2466.86 ms [2021-07-04 17:29:54 main:574] : INFO : Epoch 1556 | loss: 0.0311868 | val_loss: 0.0311955 | Time: 2475.32 ms [2021-07-04 17:29:56 main:574] : INFO : Epoch 1557 | loss: 0.0311864 | val_loss: 0.0311949 | Time: 2605.48 ms [2021-07-04 17:29:59 main:574] : INFO : Epoch 1558 | loss: 0.0311861 | val_loss: 0.0311955 | Time: 2541.33 ms [2021-07-04 17:30:01 main:574] : INFO : Epoch 1559 | loss: 0.0311852 | val_loss: 0.0312006 | Time: 2561.51 ms [2021-07-04 17:30:04 main:574] : INFO : Epoch 1560 | loss: 0.0311871 | val_loss: 0.0312023 | Time: 2497.82 ms [2021-07-04 17:30:06 main:574] : INFO : Epoch 1561 | loss: 0.0311864 | val_loss: 0.0311949 | Time: 2535.91 ms [2021-07-04 17:30:09 main:574] : INFO : Epoch 1562 | loss: 0.0311845 | val_loss: 0.031195 | Time: 2500.05 ms [2021-07-04 17:30:11 main:574] : INFO : Epoch 1563 | loss: 0.0311846 | val_loss: 0.0311967 | Time: 2423.56 ms [2021-07-04 17:30:14 main:574] : INFO : Epoch 1564 | loss: 0.0311856 | val_loss: 0.0311979 | Time: 2601.96 ms [2021-07-04 17:30:16 main:574] : INFO : Epoch 1565 | loss: 0.0311861 | val_loss: 0.0311964 | Time: 2497.24 ms [2021-07-04 17:30:19 main:574] : INFO : Epoch 1566 | loss: 0.0311859 | val_loss: 0.0311946 | Time: 2509.44 ms [2021-07-04 17:30:22 main:574] : INFO : Epoch 1567 | loss: 0.0311844 | val_loss: 0.0311959 | Time: 2592.04 ms [2021-07-04 17:30:24 main:574] : INFO : Epoch 1568 | loss: 0.0311846 | val_loss: 0.0311943 | Time: 2545.77 ms [2021-07-04 17:30:27 main:574] : INFO : Epoch 1569 | loss: 0.0311846 | val_loss: 0.0311955 | Time: 2514.01 ms [2021-07-04 17:30:29 main:574] : INFO : Epoch 1570 | loss: 0.0311858 | val_loss: 0.0311944 | Time: 2571.62 ms [2021-07-04 17:30:32 main:574] : INFO : Epoch 1571 | loss: 0.0311858 | val_loss: 0.0311944 | Time: 2566.61 ms [2021-07-04 17:30:34 main:574] : INFO : Epoch 1572 | loss: 0.0311841 | val_loss: 0.0311962 | Time: 2521.21 ms [2021-07-04 17:30:37 main:574] : INFO : Epoch 1573 | loss: 0.0311867 | val_loss: 0.0311965 | Time: 2530.99 ms [2021-07-04 17:30:39 main:574] : INFO : Epoch 1574 | loss: 0.0311849 | val_loss: 0.031197 | Time: 2463.1 ms [2021-07-04 17:30:42 main:574] : INFO : Epoch 1575 | loss: 0.0311853 | val_loss: 0.0311939 | Time: 2493.84 ms [2021-07-04 17:30:44 main:574] : INFO : Epoch 1576 | loss: 0.0311868 | val_loss: 0.0311943 | Time: 2557.01 ms [2021-07-04 17:30:47 main:574] : INFO : Epoch 1577 | loss: 0.0311855 | val_loss: 0.031199 | Time: 2505.11 ms [2021-07-04 17:30:49 main:574] : INFO : Epoch 1578 | loss: 0.031186 | val_loss: 0.0311939 | Time: 2573.37 ms [2021-07-04 17:30:52 main:574] : INFO : Epoch 1579 | loss: 0.031184 | val_loss: 0.0311942 | Time: 2435.35 ms [2021-07-04 17:30:54 main:574] : INFO : Epoch 1580 | loss: 0.0311843 | val_loss: 0.0311971 | Time: 2451.93 ms [2021-07-04 17:30:57 main:574] : INFO : Epoch 1581 | loss: 0.0311841 | val_loss: 0.0311962 | Time: 2541.22 ms [2021-07-04 17:30:59 main:574] : INFO : Epoch 1582 | loss: 0.0311838 | val_loss: 0.0311949 | Time: 2445.95 ms [2021-07-04 17:31:02 main:574] : INFO : Epoch 1583 | loss: 0.0311848 | val_loss: 0.0311936 | Time: 2482.07 ms [2021-07-04 17:31:04 main:574] : INFO : Epoch 1584 | loss: 0.0311858 | val_loss: 0.0311936 | Time: 2480.18 ms [2021-07-04 17:31:07 main:574] : INFO : Epoch 1585 | loss: 0.0311843 | val_loss: 0.0311949 | Time: 2453.49 ms [2021-07-04 17:31:09 main:574] : INFO : Epoch 1586 | loss: 0.0311845 | val_loss: 0.0311971 | Time: 2546.15 ms [2021-07-04 17:31:12 main:574] : INFO : Epoch 1587 | loss: 0.0311835 | val_loss: 0.0311939 | Time: 2481.81 ms [2021-07-04 17:31:14 main:574] : INFO : Epoch 1588 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 2510.64 ms [2021-07-04 17:31:17 main:574] : INFO : Epoch 1589 | loss: 0.031184 | val_loss: 0.031194 | Time: 2526.7 ms [2021-07-04 17:31:20 main:574] : INFO : Epoch 1590 | loss: 0.0311822 | val_loss: 0.0311962 | Time: 2602.25 ms [2021-07-04 17:31:22 main:574] : INFO : Epoch 1591 | loss: 0.0311824 | val_loss: 0.0311935 | Time: 2523.58 ms [2021-07-04 17:31:24 main:574] : INFO : Epoch 1592 | loss: 0.0311829 | val_loss: 0.0311949 | Time: 2445.24 ms [2021-07-04 17:31:27 main:574] : INFO : Epoch 1593 | loss: 0.0311847 | val_loss: 0.0311929 | Time: 2537.45 ms [2021-07-04 17:31:30 main:574] : INFO : Epoch 1594 | loss: 0.0311889 | val_loss: 0.0311977 | Time: 2514.73 ms [2021-07-04 17:31:32 main:574] : INFO : Epoch 1595 | loss: 0.0311835 | val_loss: 0.0311953 | Time: 2420.77 ms [2021-07-04 17:31:35 main:574] : INFO : Epoch 1596 | loss: 0.0311823 | val_loss: 0.0311931 | Time: 2539.31 ms [2021-07-04 17:31:37 main:574] : INFO : Epoch 1597 | loss: 0.031182 | val_loss: 0.0311927 | Time: 2598.99 ms [2021-07-04 17:31:40 main:574] : INFO : Epoch 1598 | loss: 0.0311824 | val_loss: 0.0311922 | Time: 2538.29 ms [2021-07-04 17:31:42 main:574] : INFO : Epoch 1599 | loss: 0.0311813 | val_loss: 0.031192 | Time: 2567.37 ms [2021-07-04 17:31:45 main:574] : INFO : Epoch 1600 | loss: 0.031181 | val_loss: 0.0311948 | Time: 2574.35 ms [2021-07-04 17:31:47 main:574] : INFO : Epoch 1601 | loss: 0.0311833 | val_loss: 0.0311923 | Time: 2530.5 ms [2021-07-04 17:31:50 main:574] : INFO : Epoch 1602 | loss: 0.031182 | val_loss: 0.0311951 | Time: 2517.32 ms [2021-07-04 17:31:52 main:574] : INFO : Epoch 1603 | loss: 0.0311838 | val_loss: 0.0311954 | Time: 2579.42 ms [2021-07-04 17:31:55 main:574] : INFO : Epoch 1604 | loss: 0.0311812 | val_loss: 0.0311924 | Time: 2512.9 ms [2021-07-04 17:31:57 main:574] : INFO : Epoch 1605 | loss: 0.0311806 | val_loss: 0.0311925 | Time: 2484.51 ms [2021-07-04 17:32:00 main:574] : INFO : Epoch 1606 | loss: 0.0311806 | val_loss: 0.0311916 | Time: 2584.81 ms [2021-07-04 17:32:03 main:574] : INFO : Epoch 1607 | loss: 0.0311812 | val_loss: 0.0311927 | Time: 2557.98 ms [2021-07-04 17:32:05 main:574] : INFO : Epoch 1608 | loss: 0.0311807 | val_loss: 0.0311958 | Time: 2492.94 ms [2021-07-04 17:32:08 main:574] : INFO : Epoch 1609 | loss: 0.0311836 | val_loss: 0.0312006 | Time: 2511.13 ms [2021-07-04 17:32:10 main:574] : INFO : Epoch 1610 | loss: 0.0311859 | val_loss: 0.0311952 | Time: 2573.15 ms [2021-07-04 17:32:13 main:574] : INFO : Epoch 1611 | loss: 0.031185 | val_loss: 0.0311997 | Time: 2479.77 ms [2021-07-04 17:32:15 main:574] : INFO : Epoch 1612 | loss: 0.031186 | val_loss: 0.0311944 | Time: 2563.41 ms [2021-07-04 17:32:18 main:574] : INFO : Epoch 1613 | loss: 0.0311824 | val_loss: 0.0311922 | Time: 2510.33 ms [2021-07-04 17:32:20 main:574] : INFO : Epoch 1614 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 2471.82 ms [2021-07-04 17:32:23 main:574] : INFO : Epoch 1615 | loss: 0.0311841 | val_loss: 0.031193 | Time: 2512.53 ms [2021-07-04 17:32:25 main:574] : INFO : Epoch 1616 | loss: 0.0311833 | val_loss: 0.0311956 | Time: 2467.83 ms [2021-07-04 17:32:28 main:574] : INFO : Epoch 1617 | loss: 0.0311846 | val_loss: 0.0311913 | Time: 2538.53 ms [2021-07-04 17:32:30 main:574] : INFO : Epoch 1618 | loss: 0.0311828 | val_loss: 0.0311928 | Time: 2442.44 ms [2021-07-04 17:32:33 main:574] : INFO : Epoch 1619 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 2522.96 ms [2021-07-04 17:32:35 main:574] : INFO : Epoch 1620 | loss: 0.0311906 | val_loss: 0.0311955 | Time: 2524.37 ms [2021-07-04 17:32:38 main:574] : INFO : Epoch 1621 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 2577.25 ms [2021-07-04 17:32:40 main:574] : INFO : Epoch 1622 | loss: 0.0311878 | val_loss: 0.0311939 | Time: 2552.94 ms [2021-07-04 17:32:43 main:574] : INFO : Epoch 1623 | loss: 0.0311884 | val_loss: 0.0311964 | Time: 2539.45 ms [2021-07-04 17:32:46 main:574] : INFO : Epoch 1624 | loss: 0.0311898 | val_loss: 0.0311951 | Time: 2579.09 ms [2021-07-04 17:32:48 main:574] : INFO : Epoch 1625 | loss: 0.031187 | val_loss: 0.0311926 | Time: 2604.28 ms [2021-07-04 17:32:51 main:574] : INFO : Epoch 1626 | loss: 0.0311858 | val_loss: 0.0311928 | Time: 2472.14 ms [2021-07-04 17:32:53 main:574] : INFO : Epoch 1627 | loss: 0.0311857 | val_loss: 0.0311933 | Time: 2499.11 ms [2021-07-04 17:32:56 main:574] : INFO : Epoch 1628 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 2582.23 ms [2021-07-04 17:32:58 main:574] : INFO : Epoch 1629 | loss: 0.0311859 | val_loss: 0.0311921 | Time: 2463.13 ms [2021-07-04 17:33:01 main:574] : INFO : Epoch 1630 | loss: 0.031185 | val_loss: 0.0311913 | Time: 2515.95 ms [2021-07-04 17:33:03 main:574] : INFO : Epoch 1631 | loss: 0.0311842 | val_loss: 0.0311928 | Time: 2545.64 ms [2021-07-04 17:33:06 main:574] : INFO : Epoch 1632 | loss: 0.0311867 | val_loss: 0.0311919 | Time: 2499.52 ms [2021-07-04 17:33:08 main:574] : INFO : Epoch 1633 | loss: 0.0311846 | val_loss: 0.0311944 | Time: 2512.27 ms [2021-07-04 17:33:11 main:574] : INFO : Epoch 1634 | loss: 0.0311858 | val_loss: 0.0311935 | Time: 2518.17 ms [2021-07-04 17:33:13 main:574] : INFO : Epoch 1635 | loss: 0.0311832 | val_loss: 0.031195 | Time: 2569.05 ms [2021-07-04 17:33:16 main:574] : INFO : Epoch 1636 | loss: 0.0311865 | val_loss: 0.0311939 | Time: 2456.29 ms [2021-07-04 17:33:18 main:574] : INFO : Epoch 1637 | loss: 0.0311888 | val_loss: 0.0312007 | Time: 2566.28 ms [2021-07-04 17:33:21 main:574] : INFO : Epoch 1638 | loss: 0.0311934 | val_loss: 0.0312012 | Time: 2512.44 ms [2021-07-04 17:33:24 main:574] : INFO : Epoch 1639 | loss: 0.031191 | val_loss: 0.0311982 | Time: 2519.8 ms [2021-07-04 17:33:26 main:574] : INFO : Epoch 1640 | loss: 0.0311895 | val_loss: 0.0311965 | Time: 2581.21 ms [2021-07-04 17:33:29 main:574] : INFO : Epoch 1641 | loss: 0.031189 | val_loss: 0.0312015 | Time: 2630.73 ms [2021-07-04 17:33:31 main:574] : INFO : Epoch 1642 | loss: 0.0311912 | val_loss: 0.0311986 | Time: 2546.76 ms [2021-07-04 17:33:33 main:574] : INFO : Epoch 1643 | loss: 0.0311887 | val_loss: 0.0311931 | Time: 1948.44 ms [2021-07-04 17:33:35 main:574] : INFO : Epoch 1644 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 1719.18 ms [2021-07-04 17:33:37 main:574] : INFO : Epoch 1645 | loss: 0.031185 | val_loss: 0.0311923 | Time: 1721.21 ms [2021-07-04 17:33:38 main:574] : INFO : Epoch 1646 | loss: 0.031185 | val_loss: 0.0311915 | Time: 1689.55 ms [2021-07-04 17:33:40 main:574] : INFO : Epoch 1647 | loss: 0.0311846 | val_loss: 0.0311938 | Time: 1695.14 ms [2021-07-04 17:33:43 main:574] : INFO : Epoch 1648 | loss: 0.0311871 | val_loss: 0.0311986 | Time: 2512.14 ms [2021-07-04 17:33:45 main:574] : INFO : Epoch 1649 | loss: 0.0311859 | val_loss: 0.031197 | Time: 2561.6 ms [2021-07-04 17:33:48 main:574] : INFO : Epoch 1650 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 2560.29 ms [2021-07-04 17:33:50 main:574] : INFO : Epoch 1651 | loss: 0.0311857 | val_loss: 0.0311937 | Time: 2536.64 ms [2021-07-04 17:33:53 main:574] : INFO : Epoch 1652 | loss: 0.0311889 | val_loss: 0.0312042 | Time: 2442.09 ms [2021-07-04 17:33:55 main:574] : INFO : Epoch 1653 | loss: 0.0311924 | val_loss: 0.0311985 | Time: 2493.94 ms [2021-07-04 17:33:58 main:574] : INFO : Epoch 1654 | loss: 0.0311839 | val_loss: 0.0311951 | Time: 2643.91 ms [2021-07-04 17:34:00 main:574] : INFO : Epoch 1655 | loss: 0.031184 | val_loss: 0.0311913 | Time: 2531.13 ms [2021-07-04 17:34:03 main:574] : INFO : Epoch 1656 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 2488.3 ms [2021-07-04 17:34:05 main:574] : INFO : Epoch 1657 | loss: 0.0311818 | val_loss: 0.0311887 | Time: 2508.35 ms [2021-07-04 17:34:08 main:574] : INFO : Epoch 1658 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 2434.28 ms [2021-07-04 17:34:10 main:574] : INFO : Epoch 1659 | loss: 0.0311807 | val_loss: 0.031191 | Time: 2508.79 ms [2021-07-04 17:34:13 main:574] : INFO : Epoch 1660 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 2563.38 ms [2021-07-04 17:34:15 main:574] : INFO : Epoch 1661 | loss: 0.0311799 | val_loss: 0.0311911 | Time: 2512.23 ms [2021-07-04 17:34:18 main:574] : INFO : Epoch 1662 | loss: 0.0311814 | val_loss: 0.0311874 | Time: 2637.16 ms [2021-07-04 17:34:21 main:574] : INFO : Epoch 1663 | loss: 0.031179 | val_loss: 0.0311901 | Time: 2612.84 ms [2021-07-04 17:34:23 main:574] : INFO : Epoch 1664 | loss: 0.0311793 | val_loss: 0.0311873 | Time: 2548.15 ms [2021-07-04 17:34:26 main:574] : INFO : Epoch 1665 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 2473.04 ms [2021-07-04 17:34:28 main:574] : INFO : Epoch 1666 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 2534.78 ms [2021-07-04 17:34:31 main:574] : INFO : Epoch 1667 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 2469.02 ms [2021-07-04 17:34:33 main:574] : INFO : Epoch 1668 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 2571.61 ms [2021-07-04 17:34:36 main:574] : INFO : Epoch 1669 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 2585.49 ms [2021-07-04 17:34:38 main:574] : INFO : Epoch 1670 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 2505.03 ms [2021-07-04 17:34:41 main:574] : INFO : Epoch 1671 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 2598.05 ms [2021-07-04 17:34:44 main:574] : INFO : Epoch 1672 | loss: 0.031177 | val_loss: 0.0311877 | Time: 2612.88 ms [2021-07-04 17:34:46 main:574] : INFO : Epoch 1673 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 2537.78 ms [2021-07-04 17:34:49 main:574] : INFO : Epoch 1674 | loss: 0.0311763 | val_loss: 0.0311842 | Time: 2516.98 ms [2021-07-04 17:34:51 main:574] : INFO : Epoch 1675 | loss: 0.0311764 | val_loss: 0.0311838 | Time: 2497.14 ms [2021-07-04 17:34:54 main:574] : INFO : Epoch 1676 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 2572.68 ms [2021-07-04 17:34:56 main:574] : INFO : Epoch 1677 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 2551.25 ms [2021-07-04 17:34:59 main:574] : INFO : Epoch 1678 | loss: 0.0311807 | val_loss: 0.0311965 | Time: 2468.29 ms [2021-07-04 17:35:01 main:574] : INFO : Epoch 1679 | loss: 0.0311795 | val_loss: 0.0311887 | Time: 2507.33 ms [2021-07-04 17:35:04 main:574] : INFO : Epoch 1680 | loss: 0.0311816 | val_loss: 0.0311904 | Time: 2551.35 ms [2021-07-04 17:35:06 main:574] : INFO : Epoch 1681 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 2471.06 ms [2021-07-04 17:35:09 main:574] : INFO : Epoch 1682 | loss: 0.031175 | val_loss: 0.0311827 | Time: 2484.86 ms [2021-07-04 17:35:11 main:574] : INFO : Epoch 1683 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 2494.8 ms [2021-07-04 17:35:14 main:574] : INFO : Epoch 1684 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 2602.79 ms [2021-07-04 17:35:17 main:574] : INFO : Epoch 1685 | loss: 0.0311802 | val_loss: 0.031177 | Time: 2532.41 ms [2021-07-04 17:35:19 main:574] : INFO : Epoch 1686 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 2545.23 ms [2021-07-04 17:35:22 main:574] : INFO : Epoch 1687 | loss: 0.0311703 | val_loss: 0.031173 | Time: 2619.26 ms [2021-07-04 17:35:24 main:574] : INFO : Epoch 1688 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 2473.95 ms [2021-07-04 17:35:27 main:574] : INFO : Epoch 1689 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 2629.94 ms [2021-07-04 17:35:29 main:574] : INFO : Epoch 1690 | loss: 0.03117 | val_loss: 0.0311787 | Time: 2529.63 ms [2021-07-04 17:35:32 main:574] : INFO : Epoch 1691 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 2519.84 ms [2021-07-04 17:35:35 main:574] : INFO : Epoch 1692 | loss: 0.0311745 | val_loss: 0.0311746 | Time: 2594.89 ms [2021-07-04 17:35:37 main:574] : INFO : Epoch 1693 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 2556.85 ms [2021-07-04 17:35:40 main:574] : INFO : Epoch 1694 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 2621.93 ms [2021-07-04 17:35:42 main:574] : INFO : Epoch 1695 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 2493.27 ms [2021-07-04 17:35:45 main:574] : INFO : Epoch 1696 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 2554.88 ms [2021-07-04 17:35:47 main:574] : INFO : Epoch 1697 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 2606.16 ms [2021-07-04 17:35:50 main:574] : INFO : Epoch 1698 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 2542.93 ms [2021-07-04 17:35:52 main:574] : INFO : Epoch 1699 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 2526.84 ms [2021-07-04 17:35:55 main:574] : INFO : Epoch 1700 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 2550.79 ms [2021-07-04 17:35:58 main:574] : INFO : Epoch 1701 | loss: 0.0311622 | val_loss: 0.0311678 | Time: 2518.45 ms [2021-07-04 17:36:00 main:574] : INFO : Epoch 1702 | loss: 0.0311626 | val_loss: 0.0311666 | Time: 2500.9 ms [2021-07-04 17:36:03 main:574] : INFO : Epoch 1703 | loss: 0.0311616 | val_loss: 0.031166 | Time: 2485.78 ms [2021-07-04 17:36:05 main:574] : INFO : Epoch 1704 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 2479.93 ms [2021-07-04 17:36:08 main:574] : INFO : Epoch 1705 | loss: 0.0311609 | val_loss: 0.0311657 | Time: 2512.5 ms [2021-07-04 17:36:10 main:574] : INFO : Epoch 1706 | loss: 0.0311602 | val_loss: 0.0311653 | Time: 2570.17 ms [2021-07-04 17:36:13 main:574] : INFO : Epoch 1707 | loss: 0.0311612 | val_loss: 0.031174 | Time: 2583.12 ms [2021-07-04 17:36:15 main:574] : INFO : Epoch 1708 | loss: 0.0311629 | val_loss: 0.0311668 | Time: 2469.18 ms [2021-07-04 17:36:18 main:574] : INFO : Epoch 1709 | loss: 0.0311602 | val_loss: 0.0311645 | Time: 2458.22 ms [2021-07-04 17:36:20 main:574] : INFO : Epoch 1710 | loss: 0.031162 | val_loss: 0.0311667 | Time: 2574.31 ms [2021-07-04 17:36:23 main:574] : INFO : Epoch 1711 | loss: 0.0311598 | val_loss: 0.031164 | Time: 2565.56 ms [2021-07-04 17:36:25 main:574] : INFO : Epoch 1712 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 2515.29 ms [2021-07-04 17:36:28 main:574] : INFO : Epoch 1713 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 2581.17 ms [2021-07-04 17:36:30 main:574] : INFO : Epoch 1714 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 2479.75 ms [2021-07-04 17:36:33 main:574] : INFO : Epoch 1715 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 2480.79 ms [2021-07-04 17:36:35 main:574] : INFO : Epoch 1716 | loss: 0.0311579 | val_loss: 0.0311657 | Time: 2585.33 ms [2021-07-04 17:36:38 main:574] : INFO : Epoch 1717 | loss: 0.0311577 | val_loss: 0.0311645 | Time: 2479.27 ms [2021-07-04 17:36:40 main:574] : INFO : Epoch 1718 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 2516.66 ms [2021-07-04 17:36:43 main:574] : INFO : Epoch 1719 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 2505.86 ms [2021-07-04 17:36:46 main:574] : INFO : Epoch 1720 | loss: 0.031158 | val_loss: 0.0311645 | Time: 2532.72 ms [2021-07-04 17:36:48 main:574] : INFO : Epoch 1721 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 2574.08 ms [2021-07-04 17:36:51 main:574] : INFO : Epoch 1722 | loss: 0.0311595 | val_loss: 0.0311647 | Time: 2556.38 ms [2021-07-04 17:36:53 main:574] : INFO : Epoch 1723 | loss: 0.0311584 | val_loss: 0.0311644 | Time: 2460.12 ms [2021-07-04 17:36:56 main:574] : INFO : Epoch 1724 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 2567.15 ms [2021-07-04 17:36:58 main:574] : INFO : Epoch 1725 | loss: 0.031157 | val_loss: 0.0311645 | Time: 2586.75 ms [2021-07-04 17:37:01 main:574] : INFO : Epoch 1726 | loss: 0.0311568 | val_loss: 0.0311669 | Time: 2561.39 ms [2021-07-04 17:37:03 main:574] : INFO : Epoch 1727 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 2544.69 ms [2021-07-04 17:37:06 main:574] : INFO : Epoch 1728 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 2550.7 ms [2021-07-04 17:37:09 main:574] : INFO : Epoch 1729 | loss: 0.0311564 | val_loss: 0.031164 | Time: 2576.57 ms [2021-07-04 17:37:11 main:574] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.031165 | Time: 2474.13 ms [2021-07-04 17:37:14 main:574] : INFO : Epoch 1731 | loss: 0.031159 | val_loss: 0.031166 | Time: 2497.4 ms [2021-07-04 17:37:16 main:574] : INFO : Epoch 1732 | loss: 0.0311599 | val_loss: 0.0311655 | Time: 2437.25 ms [2021-07-04 17:37:18 main:574] : INFO : Epoch 1733 | loss: 0.0311565 | val_loss: 0.0311677 | Time: 2396.67 ms [2021-07-04 17:37:21 main:574] : INFO : Epoch 1734 | loss: 0.0311569 | val_loss: 0.0311637 | Time: 2532.58 ms [2021-07-04 17:37:23 main:574] : INFO : Epoch 1735 | loss: 0.0311572 | val_loss: 0.0311663 | Time: 2533.21 ms [2021-07-04 17:37:26 main:574] : INFO : Epoch 1736 | loss: 0.0311555 | val_loss: 0.0311648 | Time: 2501.25 ms [2021-07-04 17:37:28 main:574] : INFO : Epoch 1737 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 2526.9 ms [2021-07-04 17:37:31 main:574] : INFO : Epoch 1738 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 2497.76 ms [2021-07-04 17:37:34 main:574] : INFO : Epoch 1739 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 2529.08 ms [2021-07-04 17:37:36 main:574] : INFO : Epoch 1740 | loss: 0.0311545 | val_loss: 0.0311639 | Time: 2587.41 ms [2021-07-04 17:37:39 main:574] : INFO : Epoch 1741 | loss: 0.0311543 | val_loss: 0.0311639 | Time: 2617.86 ms [2021-07-04 17:37:41 main:574] : INFO : Epoch 1742 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 2566.54 ms [2021-07-04 17:37:44 main:574] : INFO : Epoch 1743 | loss: 0.0311548 | val_loss: 0.031163 | Time: 2469.87 ms [2021-07-04 17:37:46 main:574] : INFO : Epoch 1744 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 2511.71 ms [2021-07-04 17:37:49 main:574] : INFO : Epoch 1745 | loss: 0.0311539 | val_loss: 0.0311618 | Time: 2512.11 ms [2021-07-04 17:37:51 main:574] : INFO : Epoch 1746 | loss: 0.0311548 | val_loss: 0.0311631 | Time: 2494.38 ms [2021-07-04 17:37:54 main:574] : INFO : Epoch 1747 | loss: 0.0311521 | val_loss: 0.0311621 | Time: 2551.24 ms [2021-07-04 17:37:56 main:574] : INFO : Epoch 1748 | loss: 0.031153 | val_loss: 0.0311625 | Time: 2523.85 ms [2021-07-04 17:37:59 main:574] : INFO : Epoch 1749 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2463.92 ms [2021-07-04 17:38:01 main:574] : INFO : Epoch 1750 | loss: 0.0311551 | val_loss: 0.0311616 | Time: 2589.79 ms [2021-07-04 17:38:04 main:574] : INFO : Epoch 1751 | loss: 0.031154 | val_loss: 0.0311631 | Time: 2458.67 ms [2021-07-04 17:38:06 main:574] : INFO : Epoch 1752 | loss: 0.0311539 | val_loss: 0.0311623 | Time: 2527.67 ms [2021-07-04 17:38:09 main:574] : INFO : Epoch 1753 | loss: 0.0311521 | val_loss: 0.031162 | Time: 2582.75 ms [2021-07-04 17:38:12 main:574] : INFO : Epoch 1754 | loss: 0.0311523 | val_loss: 0.0311608 | Time: 2492.42 ms [2021-07-04 17:38:14 main:574] : INFO : Epoch 1755 | loss: 0.0311524 | val_loss: 0.031161 | Time: 2513.72 ms [2021-07-04 17:38:17 main:574] : INFO : Epoch 1756 | loss: 0.0311539 | val_loss: 0.0311614 | Time: 2547.5 ms [2021-07-04 17:38:19 main:574] : INFO : Epoch 1757 | loss: 0.0311526 | val_loss: 0.0311608 | Time: 2445.1 ms [2021-07-04 17:38:22 main:574] : INFO : Epoch 1758 | loss: 0.0311529 | val_loss: 0.0311602 | Time: 2536.08 ms [2021-07-04 17:38:24 main:574] : INFO : Epoch 1759 | loss: 0.0311516 | val_loss: 0.031161 | Time: 2485.54 ms [2021-07-04 17:38:27 main:574] : INFO : Epoch 1760 | loss: 0.031152 | val_loss: 0.0311606 | Time: 2599.55 ms [2021-07-04 17:38:29 main:574] : INFO : Epoch 1761 | loss: 0.0311512 | val_loss: 0.0311602 | Time: 2551.78 ms [2021-07-04 17:38:32 main:574] : INFO : Epoch 1762 | loss: 0.0311518 | val_loss: 0.0311638 | Time: 2514.96 ms [2021-07-04 17:38:34 main:574] : INFO : Epoch 1763 | loss: 0.031152 | val_loss: 0.0311621 | Time: 2554.24 ms [2021-07-04 17:38:37 main:574] : INFO : Epoch 1764 | loss: 0.0311512 | val_loss: 0.0311656 | Time: 2513.48 ms [2021-07-04 17:38:39 main:574] : INFO : Epoch 1765 | loss: 0.0311518 | val_loss: 0.0311593 | Time: 2476.3 ms [2021-07-04 17:38:42 main:574] : INFO : Epoch 1766 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 2545.35 ms [2021-07-04 17:38:44 main:574] : INFO : Epoch 1767 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 2508.34 ms [2021-07-04 17:38:47 main:574] : INFO : Epoch 1768 | loss: 0.0311538 | val_loss: 0.0311603 | Time: 2586.23 ms [2021-07-04 17:38:50 main:574] : INFO : Epoch 1769 | loss: 0.031153 | val_loss: 0.0311611 | Time: 2562.36 ms [2021-07-04 17:38:52 main:574] : INFO : Epoch 1770 | loss: 0.031151 | val_loss: 0.03116 | Time: 2501.17 ms [2021-07-04 17:38:55 main:574] : INFO : Epoch 1771 | loss: 0.0311512 | val_loss: 0.0311601 | Time: 2501.39 ms [2021-07-04 17:38:57 main:574] : INFO : Epoch 1772 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 2536.05 ms [2021-07-04 17:39:00 main:574] : INFO : Epoch 1773 | loss: 0.0311515 | val_loss: 0.0311603 | Time: 2486.54 ms [2021-07-04 17:39:02 main:574] : INFO : Epoch 1774 | loss: 0.0311516 | val_loss: 0.0311604 | Time: 2435.85 ms [2021-07-04 17:39:05 main:574] : INFO : Epoch 1775 | loss: 0.0311541 | val_loss: 0.03116 | Time: 2442.34 ms [2021-07-04 17:39:07 main:574] : INFO : Epoch 1776 | loss: 0.0311565 | val_loss: 0.0311603 | Time: 2518.38 ms [2021-07-04 17:39:10 main:574] : INFO : Epoch 1777 | loss: 0.0311558 | val_loss: 0.0311605 | Time: 2548.84 ms [2021-07-04 17:39:12 main:574] : INFO : Epoch 1778 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 2508.76 ms [2021-07-04 17:39:15 main:574] : INFO : Epoch 1779 | loss: 0.031155 | val_loss: 0.031161 | Time: 2573.53 ms [2021-07-04 17:39:17 main:574] : INFO : Epoch 1780 | loss: 0.0311544 | val_loss: 0.0311637 | Time: 2453.25 ms [2021-07-04 17:39:20 main:574] : INFO : Epoch 1781 | loss: 0.0311553 | val_loss: 0.0311607 | Time: 2518.79 ms [2021-07-04 17:39:22 main:574] : INFO : Epoch 1782 | loss: 0.0311544 | val_loss: 0.0311604 | Time: 2616.83 ms [2021-07-04 17:39:25 main:574] : INFO : Epoch 1783 | loss: 0.0311532 | val_loss: 0.0311615 | Time: 2569.84 ms [2021-07-04 17:39:27 main:574] : INFO : Epoch 1784 | loss: 0.0311543 | val_loss: 0.0311613 | Time: 2611.85 ms [2021-07-04 17:39:30 main:574] : INFO : Epoch 1785 | loss: 0.031154 | val_loss: 0.0311609 | Time: 2437.27 ms [2021-07-04 17:39:32 main:574] : INFO : Epoch 1786 | loss: 0.0311535 | val_loss: 0.031162 | Time: 2551.85 ms [2021-07-04 17:39:35 main:574] : INFO : Epoch 1787 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 2589.7 ms [2021-07-04 17:39:38 main:574] : INFO : Epoch 1788 | loss: 0.0311533 | val_loss: 0.0311607 | Time: 2577.82 ms [2021-07-04 17:39:40 main:574] : INFO : Epoch 1789 | loss: 0.031153 | val_loss: 0.0311605 | Time: 2512.54 ms [2021-07-04 17:39:43 main:574] : INFO : Epoch 1790 | loss: 0.0311523 | val_loss: 0.031163 | Time: 2532.16 ms [2021-07-04 17:39:45 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.0311602 | Time: 2456.26 ms [2021-07-04 17:39:48 main:574] : INFO : Epoch 1792 | loss: 0.031152 | val_loss: 0.0311609 | Time: 2460.75 ms [2021-07-04 17:39:50 main:574] : INFO : Epoch 1793 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 2524.67 ms [2021-07-04 17:39:53 main:574] : INFO : Epoch 1794 | loss: 0.0311541 | val_loss: 0.0311606 | Time: 2550.09 ms [2021-07-04 17:39:55 main:574] : INFO : Epoch 1795 | loss: 0.0311517 | val_loss: 0.0311614 | Time: 2604.33 ms [2021-07-04 17:39:58 main:574] : INFO : Epoch 1796 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 2487.42 ms [2021-07-04 17:40:00 main:574] : INFO : Epoch 1797 | loss: 0.0311546 | val_loss: 0.0311613 | Time: 2423.72 ms [2021-07-04 17:40:03 main:574] : INFO : Epoch 1798 | loss: 0.031152 | val_loss: 0.0311629 | Time: 2527.58 ms [2021-07-04 17:40:05 main:574] : INFO : Epoch 1799 | loss: 0.031151 | val_loss: 0.0311605 | Time: 2547.18 ms [2021-07-04 17:40:08 main:574] : INFO : Epoch 1800 | loss: 0.031152 | val_loss: 0.0311611 | Time: 2372.42 ms [2021-07-04 17:40:10 main:574] : INFO : Epoch 1801 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 2569.06 ms [2021-07-04 17:40:13 main:574] : INFO : Epoch 1802 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 2559.1 ms [2021-07-04 17:40:15 main:574] : INFO : Epoch 1803 | loss: 0.0311509 | val_loss: 0.0311608 | Time: 2545.34 ms [2021-07-04 17:40:18 main:574] : INFO : Epoch 1804 | loss: 0.0311504 | val_loss: 0.0311616 | Time: 2507.99 ms [2021-07-04 17:40:20 main:574] : INFO : Epoch 1805 | loss: 0.0311519 | val_loss: 0.0311585 | Time: 2536.25 ms [2021-07-04 17:40:23 main:574] : INFO : Epoch 1806 | loss: 0.0311537 | val_loss: 0.0311578 | Time: 2497.77 ms [2021-07-04 17:40:26 main:574] : INFO : Epoch 1807 | loss: 0.0311515 | val_loss: 0.0311583 | Time: 2564.29 ms [2021-07-04 17:40:28 main:574] : INFO : Epoch 1808 | loss: 0.0311503 | val_loss: 0.0311578 | Time: 2487.87 ms [2021-07-04 17:40:31 main:574] : INFO : Epoch 1809 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 2564.19 ms [2021-07-04 17:40:33 main:574] : INFO : Epoch 1810 | loss: 0.0311506 | val_loss: 0.0311596 | Time: 2500.52 ms [2021-07-04 17:40:36 main:574] : INFO : Epoch 1811 | loss: 0.0311515 | val_loss: 0.0311655 | Time: 2469.85 ms [2021-07-04 17:40:38 main:574] : INFO : Epoch 1812 | loss: 0.0311505 | val_loss: 0.0311609 | Time: 2524.23 ms [2021-07-04 17:40:41 main:574] : INFO : Epoch 1813 | loss: 0.0311531 | val_loss: 0.0311619 | Time: 2603.02 ms [2021-07-04 17:40:43 main:574] : INFO : Epoch 1814 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 2529.08 ms [2021-07-04 17:40:46 main:574] : INFO : Epoch 1815 | loss: 0.0311503 | val_loss: 0.0311589 | Time: 2593.13 ms [2021-07-04 17:40:49 main:574] : INFO : Epoch 1816 | loss: 0.0311501 | val_loss: 0.0311592 | Time: 2628 ms [2021-07-04 17:40:51 main:574] : INFO : Epoch 1817 | loss: 0.031149 | val_loss: 0.0311604 | Time: 2455.08 ms [2021-07-04 17:40:53 main:574] : INFO : Epoch 1818 | loss: 0.0311496 | val_loss: 0.031159 | Time: 2499.88 ms [2021-07-04 17:40:56 main:574] : INFO : Epoch 1819 | loss: 0.031151 | val_loss: 0.0311623 | Time: 2505.36 ms [2021-07-04 17:40:58 main:574] : INFO : Epoch 1820 | loss: 0.0311494 | val_loss: 0.0311586 | Time: 2506.42 ms [2021-07-04 17:41:01 main:574] : INFO : Epoch 1821 | loss: 0.0311491 | val_loss: 0.0311587 | Time: 2526.91 ms [2021-07-04 17:41:04 main:574] : INFO : Epoch 1822 | loss: 0.0311494 | val_loss: 0.0311593 | Time: 2612.7 ms [2021-07-04 17:41:06 main:574] : INFO : Epoch 1823 | loss: 0.0311483 | val_loss: 0.0311588 | Time: 2529.85 ms [2021-07-04 17:41:09 main:574] : INFO : Epoch 1824 | loss: 0.0311481 | val_loss: 0.0311586 | Time: 2567.53 ms [2021-07-04 17:41:11 main:574] : INFO : Epoch 1825 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 2596.1 ms [2021-07-04 17:41:14 main:574] : INFO : Epoch 1826 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 2541.06 ms [2021-07-04 17:41:16 main:574] : INFO : Epoch 1827 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 2506.32 ms [2021-07-04 17:41:19 main:574] : INFO : Epoch 1828 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 2485.38 ms [2021-07-04 17:41:21 main:574] : INFO : Epoch 1829 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 2505.8 ms [2021-07-04 17:41:24 main:574] : INFO : Epoch 1830 | loss: 0.031147 | val_loss: 0.031158 | Time: 2595.06 ms [2021-07-04 17:41:27 main:574] : INFO : Epoch 1831 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 2480.07 ms [2021-07-04 17:41:29 main:574] : INFO : Epoch 1832 | loss: 0.0311498 | val_loss: 0.0311582 | Time: 2506.91 ms [2021-07-04 17:41:31 main:574] : INFO : Epoch 1833 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 2459.59 ms [2021-07-04 17:41:34 main:574] : INFO : Epoch 1834 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 2558.54 ms [2021-07-04 17:41:36 main:574] : INFO : Epoch 1835 | loss: 0.0311498 | val_loss: 0.0311573 | Time: 2434.46 ms [2021-07-04 17:41:39 main:574] : INFO : Epoch 1836 | loss: 0.0311473 | val_loss: 0.031158 | Time: 2559.01 ms [2021-07-04 17:41:42 main:574] : INFO : Epoch 1837 | loss: 0.0311483 | val_loss: 0.0311591 | Time: 2536.26 ms [2021-07-04 17:41:44 main:574] : INFO : Epoch 1838 | loss: 0.0311483 | val_loss: 0.031159 | Time: 2562.51 ms [2021-07-04 17:41:47 main:574] : INFO : Epoch 1839 | loss: 0.0311486 | val_loss: 0.0311579 | Time: 2514.99 ms [2021-07-04 17:41:49 main:574] : INFO : Epoch 1840 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 2445.53 ms [2021-07-04 17:41:52 main:574] : INFO : Epoch 1841 | loss: 0.0311467 | val_loss: 0.0311621 | Time: 2395.87 ms [2021-07-04 17:41:54 main:574] : INFO : Epoch 1842 | loss: 0.0311477 | val_loss: 0.0311592 | Time: 2488.95 ms [2021-07-04 17:41:57 main:574] : INFO : Epoch 1843 | loss: 0.0311467 | val_loss: 0.0311579 | Time: 2470.73 ms [2021-07-04 17:41:59 main:574] : INFO : Epoch 1844 | loss: 0.0311461 | val_loss: 0.0311582 | Time: 2554.48 ms [2021-07-04 17:42:02 main:574] : INFO : Epoch 1845 | loss: 0.0311477 | val_loss: 0.03116 | Time: 2612.92 ms [2021-07-04 17:42:04 main:574] : INFO : Epoch 1846 | loss: 0.0311467 | val_loss: 0.0311596 | Time: 2516.57 ms [2021-07-04 17:42:07 main:574] : INFO : Epoch 1847 | loss: 0.0311472 | val_loss: 0.0311582 | Time: 2560.87 ms [2021-07-04 17:42:09 main:574] : INFO : Epoch 1848 | loss: 0.0311466 | val_loss: 0.0311574 | Time: 2475.82 ms [2021-07-04 17:42:12 main:574] : INFO : Epoch 1849 | loss: 0.0311464 | val_loss: 0.0311574 | Time: 2615.29 ms [2021-07-04 17:42:15 main:574] : INFO : Epoch 1850 | loss: 0.031146 | val_loss: 0.0311577 | Time: 2594.36 ms [2021-07-04 17:42:17 main:574] : INFO : Epoch 1851 | loss: 0.0311458 | val_loss: 0.0311586 | Time: 2525.03 ms [2021-07-04 17:42:20 main:574] : INFO : Epoch 1852 | loss: 0.0311459 | val_loss: 0.0311574 | Time: 2548.19 ms [2021-07-04 17:42:22 main:574] : INFO : Epoch 1853 | loss: 0.0311456 | val_loss: 0.0311585 | Time: 2390.04 ms [2021-07-04 17:42:25 main:574] : INFO : Epoch 1854 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 2545.61 ms [2021-07-04 17:42:27 main:574] : INFO : Epoch 1855 | loss: 0.0311459 | val_loss: 0.0311605 | Time: 2646.27 ms [2021-07-04 17:42:30 main:574] : INFO : Epoch 1856 | loss: 0.031146 | val_loss: 0.0311594 | Time: 2606.32 ms [2021-07-04 17:42:32 main:574] : INFO : Epoch 1857 | loss: 0.031146 | val_loss: 0.0311606 | Time: 2541.77 ms [2021-07-04 17:42:35 main:574] : INFO : Epoch 1858 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 2565.02 ms [2021-07-04 17:42:38 main:574] : INFO : Epoch 1859 | loss: 0.0311452 | val_loss: 0.0311588 | Time: 2644.37 ms [2021-07-04 17:42:40 main:574] : INFO : Epoch 1860 | loss: 0.0311452 | val_loss: 0.0311579 | Time: 2579.47 ms [2021-07-04 17:42:43 main:574] : INFO : Epoch 1861 | loss: 0.0311463 | val_loss: 0.0311607 | Time: 2531.3 ms [2021-07-04 17:42:45 main:574] : INFO : Epoch 1862 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 2499.6 ms [2021-07-04 17:42:48 main:574] : INFO : Epoch 1863 | loss: 0.0311455 | val_loss: 0.0311582 | Time: 2527.12 ms [2021-07-04 17:42:50 main:574] : INFO : Epoch 1864 | loss: 0.0311448 | val_loss: 0.0311569 | Time: 2607.25 ms [2021-07-04 17:42:53 main:574] : INFO : Epoch 1865 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 2593.84 ms [2021-07-04 17:42:55 main:574] : INFO : Epoch 1866 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 2565.3 ms [2021-07-04 17:42:58 main:574] : INFO : Epoch 1867 | loss: 0.0311615 | val_loss: 0.0311641 | Time: 2577.8 ms [2021-07-04 17:43:01 main:574] : INFO : Epoch 1868 | loss: 0.031159 | val_loss: 0.0311633 | Time: 2542.18 ms [2021-07-04 17:43:02 main:574] : INFO : Epoch 1869 | loss: 0.0311574 | val_loss: 0.031162 | Time: 1667.9 ms [2021-07-04 17:43:04 main:574] : INFO : Epoch 1870 | loss: 0.0311573 | val_loss: 0.0311626 | Time: 1687.18 ms [2021-07-04 17:43:06 main:574] : INFO : Epoch 1871 | loss: 0.0311556 | val_loss: 0.0311606 | Time: 1712.1 ms [2021-07-04 17:43:07 main:574] : INFO : Epoch 1872 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 1750.07 ms [2021-07-04 17:43:09 main:574] : INFO : Epoch 1873 | loss: 0.031154 | val_loss: 0.0311591 | Time: 1722.09 ms [2021-07-04 17:43:12 main:574] : INFO : Epoch 1874 | loss: 0.0311529 | val_loss: 0.0311589 | Time: 2392.18 ms [2021-07-04 17:43:14 main:574] : INFO : Epoch 1875 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 2567.81 ms [2021-07-04 17:43:17 main:574] : INFO : Epoch 1876 | loss: 0.0311525 | val_loss: 0.0311586 | Time: 2466.15 ms [2021-07-04 17:43:19 main:574] : INFO : Epoch 1877 | loss: 0.0311521 | val_loss: 0.0311597 | Time: 2554.36 ms [2021-07-04 17:43:22 main:574] : INFO : Epoch 1878 | loss: 0.0311512 | val_loss: 0.0311593 | Time: 2542.83 ms [2021-07-04 17:43:24 main:574] : INFO : Epoch 1879 | loss: 0.0311505 | val_loss: 0.0311589 | Time: 2554.4 ms [2021-07-04 17:43:27 main:574] : INFO : Epoch 1880 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 2509.48 ms [2021-07-04 17:43:29 main:574] : INFO : Epoch 1881 | loss: 0.0311506 | val_loss: 0.0311606 | Time: 2617.73 ms [2021-07-04 17:43:32 main:574] : INFO : Epoch 1882 | loss: 0.0311526 | val_loss: 0.0311607 | Time: 2578.28 ms [2021-07-04 17:43:35 main:574] : INFO : Epoch 1883 | loss: 0.0311522 | val_loss: 0.0311619 | Time: 2478.76 ms [2021-07-04 17:43:37 main:574] : INFO : Epoch 1884 | loss: 0.0311517 | val_loss: 0.0311591 | Time: 2559 ms [2021-07-04 17:43:40 main:574] : INFO : Epoch 1885 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 2512.54 ms [2021-07-04 17:43:42 main:574] : INFO : Epoch 1886 | loss: 0.0311512 | val_loss: 0.0311591 | Time: 2466.4 ms [2021-07-04 17:43:45 main:574] : INFO : Epoch 1887 | loss: 0.0311597 | val_loss: 0.0312078 | Time: 2511.04 ms [2021-07-04 17:43:47 main:574] : INFO : Epoch 1888 | loss: 0.0311882 | val_loss: 0.0313284 | Time: 2461.71 ms [2021-07-04 17:43:50 main:574] : INFO : Epoch 1889 | loss: 0.0315009 | val_loss: 0.0314894 | Time: 2561.54 ms [2021-07-04 17:43:52 main:574] : INFO : Epoch 1890 | loss: 0.0312924 | val_loss: 0.0311904 | Time: 2570.68 ms [2021-07-04 17:43:55 main:574] : INFO : Epoch 1891 | loss: 0.0311699 | val_loss: 0.0311649 | Time: 2560.78 ms [2021-07-04 17:43:57 main:574] : INFO : Epoch 1892 | loss: 0.0311534 | val_loss: 0.0311643 | Time: 2515.77 ms [2021-07-04 17:44:00 main:574] : INFO : Epoch 1893 | loss: 0.0311509 | val_loss: 0.0311614 | Time: 2594.91 ms [2021-07-04 17:44:02 main:574] : INFO : Epoch 1894 | loss: 0.031152 | val_loss: 0.0311641 | Time: 2449.7 ms [2021-07-04 17:44:05 main:574] : INFO : Epoch 1895 | loss: 0.0311494 | val_loss: 0.0311654 | Time: 2447.62 ms [2021-07-04 17:44:07 main:574] : INFO : Epoch 1896 | loss: 0.03115 | val_loss: 0.0311609 | Time: 2503.17 ms [2021-07-04 17:44:10 main:574] : INFO : Epoch 1897 | loss: 0.0311485 | val_loss: 0.0311582 | Time: 2524.57 ms [2021-07-04 17:44:12 main:574] : INFO : Epoch 1898 | loss: 0.0311474 | val_loss: 0.0311586 | Time: 2480.17 ms [2021-07-04 17:44:15 main:574] : INFO : Epoch 1899 | loss: 0.0311476 | val_loss: 0.0311618 | Time: 2573.73 ms [2021-07-04 17:44:17 main:574] : INFO : Epoch 1900 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 2535.56 ms [2021-07-04 17:44:20 main:574] : INFO : Epoch 1901 | loss: 0.031147 | val_loss: 0.0311583 | Time: 2528.54 ms [2021-07-04 17:44:23 main:574] : INFO : Epoch 1902 | loss: 0.0311467 | val_loss: 0.0311579 | Time: 2564.86 ms [2021-07-04 17:44:25 main:574] : INFO : Epoch 1903 | loss: 0.0311467 | val_loss: 0.0311582 | Time: 2532.48 ms [2021-07-04 17:44:28 main:574] : INFO : Epoch 1904 | loss: 0.0311483 | val_loss: 0.0311587 | Time: 2526.25 ms [2021-07-04 17:44:30 main:574] : INFO : Epoch 1905 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 2523.95 ms [2021-07-04 17:44:33 main:574] : INFO : Epoch 1906 | loss: 0.0311478 | val_loss: 0.0311592 | Time: 2503.35 ms [2021-07-04 17:44:35 main:574] : INFO : Epoch 1907 | loss: 0.0311463 | val_loss: 0.0311582 | Time: 2585.68 ms [2021-07-04 17:44:38 main:574] : INFO : Epoch 1908 | loss: 0.0311456 | val_loss: 0.0311585 | Time: 2596.67 ms [2021-07-04 17:44:40 main:574] : INFO : Epoch 1909 | loss: 0.0311464 | val_loss: 0.0311583 | Time: 2519.99 ms [2021-07-04 17:44:43 main:574] : INFO : Epoch 1910 | loss: 0.0311447 | val_loss: 0.0311581 | Time: 2578.04 ms [2021-07-04 17:44:46 main:574] : INFO : Epoch 1911 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 2534.39 ms [2021-07-04 17:44:48 main:574] : INFO : Epoch 1912 | loss: 0.0311443 | val_loss: 0.0311577 | Time: 2573.58 ms [2021-07-04 17:44:51 main:574] : INFO : Epoch 1913 | loss: 0.0311446 | val_loss: 0.0311609 | Time: 2531.99 ms [2021-07-04 17:44:53 main:574] : INFO : Epoch 1914 | loss: 0.0311449 | val_loss: 0.0311569 | Time: 2550.75 ms [2021-07-04 17:44:56 main:574] : INFO : Epoch 1915 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 2409.89 ms [2021-07-04 17:44:58 main:574] : INFO : Epoch 1916 | loss: 0.0311419 | val_loss: 0.0311559 | Time: 2603.8 ms [2021-07-04 17:45:01 main:574] : INFO : Epoch 1917 | loss: 0.0311418 | val_loss: 0.031156 | Time: 2583.73 ms [2021-07-04 17:45:03 main:574] : INFO : Epoch 1918 | loss: 0.0311437 | val_loss: 0.0311561 | Time: 2537.16 ms [2021-07-04 17:45:06 main:574] : INFO : Epoch 1919 | loss: 0.0311425 | val_loss: 0.0311554 | Time: 2596.59 ms [2021-07-04 17:45:09 main:574] : INFO : Epoch 1920 | loss: 0.0311419 | val_loss: 0.0311576 | Time: 2576.32 ms [2021-07-04 17:45:11 main:574] : INFO : Epoch 1921 | loss: 0.0311413 | val_loss: 0.0311563 | Time: 2503.92 ms [2021-07-04 17:45:14 main:574] : INFO : Epoch 1922 | loss: 0.0311413 | val_loss: 0.031157 | Time: 2527.95 ms [2021-07-04 17:45:16 main:574] : INFO : Epoch 1923 | loss: 0.031142 | val_loss: 0.0311555 | Time: 2594.68 ms [2021-07-04 17:45:19 main:574] : INFO : Epoch 1924 | loss: 0.0311417 | val_loss: 0.0311561 | Time: 2522.84 ms [2021-07-04 17:45:21 main:574] : INFO : Epoch 1925 | loss: 0.0311419 | val_loss: 0.0311602 | Time: 2495.71 ms [2021-07-04 17:45:24 main:574] : INFO : Epoch 1926 | loss: 0.0311414 | val_loss: 0.0311564 | Time: 2523.07 ms [2021-07-04 17:45:26 main:574] : INFO : Epoch 1927 | loss: 0.0311393 | val_loss: 0.0311577 | Time: 2529.06 ms [2021-07-04 17:45:29 main:574] : INFO : Epoch 1928 | loss: 0.0311402 | val_loss: 0.0311573 | Time: 2516.3 ms [2021-07-04 17:45:31 main:574] : INFO : Epoch 1929 | loss: 0.0311403 | val_loss: 0.031157 | Time: 2541.39 ms [2021-07-04 17:45:34 main:574] : INFO : Epoch 1930 | loss: 0.0311405 | val_loss: 0.0311606 | Time: 2585.7 ms [2021-07-04 17:45:36 main:574] : INFO : Epoch 1931 | loss: 0.0311401 | val_loss: 0.0311581 | Time: 2525.26 ms [2021-07-04 17:45:39 main:574] : INFO : Epoch 1932 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 2531 ms [2021-07-04 17:45:42 main:574] : INFO : Epoch 1933 | loss: 0.0311391 | val_loss: 0.0311571 | Time: 2557.87 ms [2021-07-04 17:45:44 main:574] : INFO : Epoch 1934 | loss: 0.0311396 | val_loss: 0.0311582 | Time: 2509.74 ms [2021-07-04 17:45:47 main:574] : INFO : Epoch 1935 | loss: 0.0311401 | val_loss: 0.0311562 | Time: 2499.56 ms [2021-07-04 17:45:49 main:574] : INFO : Epoch 1936 | loss: 0.0311447 | val_loss: 0.0311564 | Time: 2542.73 ms [2021-07-04 17:45:52 main:574] : INFO : Epoch 1937 | loss: 0.0311427 | val_loss: 0.0311555 | Time: 2570.99 ms [2021-07-04 17:45:54 main:574] : INFO : Epoch 1938 | loss: 0.0311404 | val_loss: 0.0311576 | Time: 2545.62 ms [2021-07-04 17:45:57 main:574] : INFO : Epoch 1939 | loss: 0.03114 | val_loss: 0.0311559 | Time: 2482.57 ms [2021-07-04 17:45:59 main:574] : INFO : Epoch 1940 | loss: 0.0311391 | val_loss: 0.0311559 | Time: 2565.18 ms [2021-07-04 17:46:02 main:574] : INFO : Epoch 1941 | loss: 0.0311384 | val_loss: 0.0311569 | Time: 2502.01 ms [2021-07-04 17:46:04 main:574] : INFO : Epoch 1942 | loss: 0.0311384 | val_loss: 0.0311569 | Time: 2535.22 ms [2021-07-04 17:46:07 main:574] : INFO : Epoch 1943 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 2587.96 ms [2021-07-04 17:46:09 main:574] : INFO : Epoch 1944 | loss: 0.031138 | val_loss: 0.0311575 | Time: 2526.71 ms [2021-07-04 17:46:12 main:574] : INFO : Epoch 1945 | loss: 0.0311376 | val_loss: 0.0311584 | Time: 2516.04 ms [2021-07-04 17:46:15 main:574] : INFO : Epoch 1946 | loss: 0.0311393 | val_loss: 0.031158 | Time: 2521.35 ms [2021-07-04 17:46:17 main:574] : INFO : Epoch 1947 | loss: 0.0311401 | val_loss: 0.031159 | Time: 2415.27 ms [2021-07-04 17:46:19 main:574] : INFO : Epoch 1948 | loss: 0.0311393 | val_loss: 0.0311579 | Time: 2527.59 ms [2021-07-04 17:46:22 main:574] : INFO : Epoch 1949 | loss: 0.0311388 | val_loss: 0.0311589 | Time: 2525.98 ms [2021-07-04 17:46:25 main:574] : INFO : Epoch 1950 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 2542.6 ms [2021-07-04 17:46:27 main:574] : INFO : Epoch 1951 | loss: 0.0311373 | val_loss: 0.0311597 | Time: 2567.68 ms [2021-07-04 17:46:30 main:574] : INFO : Epoch 1952 | loss: 0.0311369 | val_loss: 0.0311555 | Time: 2515.05 ms [2021-07-04 17:46:32 main:574] : INFO : Epoch 1953 | loss: 0.0311382 | val_loss: 0.0311632 | Time: 2492.88 ms [2021-07-04 17:46:35 main:574] : INFO : Epoch 1954 | loss: 0.0311408 | val_loss: 0.0311613 | Time: 2535.3 ms [2021-07-04 17:46:37 main:574] : INFO : Epoch 1955 | loss: 0.0311391 | val_loss: 0.0311567 | Time: 2468.41 ms [2021-07-04 17:46:40 main:574] : INFO : Epoch 1956 | loss: 0.0311365 | val_loss: 0.0311634 | Time: 2489.82 ms [2021-07-04 17:46:42 main:574] : INFO : Epoch 1957 | loss: 0.0311363 | val_loss: 0.0311555 | Time: 2563.42 ms [2021-07-04 17:46:45 main:574] : INFO : Epoch 1958 | loss: 0.0311372 | val_loss: 0.0311562 | Time: 2481.95 ms [2021-07-04 17:46:47 main:574] : INFO : Epoch 1959 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 2512.58 ms [2021-07-04 17:46:50 main:574] : INFO : Epoch 1960 | loss: 0.0311359 | val_loss: 0.031157 | Time: 2474.04 ms [2021-07-04 17:46:52 main:574] : INFO : Epoch 1961 | loss: 0.031137 | val_loss: 0.0311585 | Time: 2508.45 ms [2021-07-04 17:46:55 main:574] : INFO : Epoch 1962 | loss: 0.0311379 | val_loss: 0.0311555 | Time: 2485.56 ms [2021-07-04 17:46:57 main:574] : INFO : Epoch 1963 | loss: 0.0311375 | val_loss: 0.0311572 | Time: 2451.7 ms [2021-07-04 17:47:00 main:574] : INFO : Epoch 1964 | loss: 0.0311383 | val_loss: 0.0311573 | Time: 2459.55 ms [2021-07-04 17:47:02 main:574] : INFO : Epoch 1965 | loss: 0.0311381 | val_loss: 0.0311537 | Time: 2557.17 ms [2021-07-04 17:47:05 main:574] : INFO : Epoch 1966 | loss: 0.0311381 | val_loss: 0.0311561 | Time: 2496.15 ms [2021-07-04 17:47:07 main:574] : INFO : Epoch 1967 | loss: 0.0311391 | val_loss: 0.0311556 | Time: 2518.25 ms [2021-07-04 17:47:10 main:574] : INFO : Epoch 1968 | loss: 0.0311388 | val_loss: 0.0311565 | Time: 2524.53 ms [2021-07-04 17:47:12 main:574] : INFO : Epoch 1969 | loss: 0.0311374 | val_loss: 0.0311593 | Time: 2540.76 ms [2021-07-04 17:47:15 main:574] : INFO : Epoch 1970 | loss: 0.0311375 | val_loss: 0.0311556 | Time: 2562.96 ms [2021-07-04 17:47:17 main:574] : INFO : Epoch 1971 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 2538.83 ms [2021-07-04 17:47:20 main:574] : INFO : Epoch 1972 | loss: 0.0311372 | val_loss: 0.0311551 | Time: 2473.22 ms [2021-07-04 17:47:22 main:574] : INFO : Epoch 1973 | loss: 0.0311354 | val_loss: 0.0311579 | Time: 2490.09 ms [2021-07-04 17:47:25 main:574] : INFO : Epoch 1974 | loss: 0.0311366 | val_loss: 0.0311555 | Time: 2512.8 ms [2021-07-04 17:47:27 main:574] : INFO : Epoch 1975 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 2483.02 ms [2021-07-04 17:47:30 main:574] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 2564.64 ms [2021-07-04 17:47:33 main:574] : INFO : Epoch 1977 | loss: 0.0311379 | val_loss: 0.0311569 | Time: 2552.61 ms [2021-07-04 17:47:35 main:574] : INFO : Epoch 1978 | loss: 0.0311357 | val_loss: 0.0311551 | Time: 2474.57 ms [2021-07-04 17:47:38 main:574] : INFO : Epoch 1979 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 2485.23 ms [2021-07-04 17:47:40 main:574] : INFO : Epoch 1980 | loss: 0.0311379 | val_loss: 0.0311556 | Time: 2498.45 ms [2021-07-04 17:47:43 main:574] : INFO : Epoch 1981 | loss: 0.0311353 | val_loss: 0.0311542 | Time: 2531.89 ms [2021-07-04 17:47:45 main:574] : INFO : Epoch 1982 | loss: 0.0311385 | val_loss: 0.031155 | Time: 2443.05 ms [2021-07-04 17:47:48 main:574] : INFO : Epoch 1983 | loss: 0.0311396 | val_loss: 0.0311544 | Time: 2494.61 ms [2021-07-04 17:47:50 main:574] : INFO : Epoch 1984 | loss: 0.0311372 | val_loss: 0.0311536 | Time: 2478.18 ms [2021-07-04 17:47:53 main:574] : INFO : Epoch 1985 | loss: 0.0311363 | val_loss: 0.0311537 | Time: 2560.65 ms [2021-07-04 17:47:55 main:574] : INFO : Epoch 1986 | loss: 0.0311364 | val_loss: 0.0311532 | Time: 2532.51 ms [2021-07-04 17:47:58 main:574] : INFO : Epoch 1987 | loss: 0.0311355 | val_loss: 0.0311523 | Time: 2476.73 ms [2021-07-04 17:48:00 main:574] : INFO : Epoch 1988 | loss: 0.031135 | val_loss: 0.0311555 | Time: 2530.02 ms [2021-07-04 17:48:03 main:574] : INFO : Epoch 1989 | loss: 0.0311342 | val_loss: 0.0311541 | Time: 2476.14 ms [2021-07-04 17:48:05 main:574] : INFO : Epoch 1990 | loss: 0.0311345 | val_loss: 0.0311544 | Time: 2558.95 ms [2021-07-04 17:48:08 main:574] : INFO : Epoch 1991 | loss: 0.0311357 | val_loss: 0.0311559 | Time: 2524.65 ms [2021-07-04 17:48:10 main:574] : INFO : Epoch 1992 | loss: 0.0311369 | val_loss: 0.0311544 | Time: 2543.3 ms [2021-07-04 17:48:13 main:574] : INFO : Epoch 1993 | loss: 0.0311362 | val_loss: 0.0311553 | Time: 2486.03 ms [2021-07-04 17:48:15 main:574] : INFO : Epoch 1994 | loss: 0.0311373 | val_loss: 0.0311533 | Time: 2464.74 ms [2021-07-04 17:48:18 main:574] : INFO : Epoch 1995 | loss: 0.0311353 | val_loss: 0.0311534 | Time: 2598.24 ms [2021-07-04 17:48:20 main:574] : INFO : Epoch 1996 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 2568.61 ms [2021-07-04 17:48:23 main:574] : INFO : Epoch 1997 | loss: 0.0311383 | val_loss: 0.0311561 | Time: 2588.11 ms [2021-07-04 17:48:26 main:574] : INFO : Epoch 1998 | loss: 0.0311397 | val_loss: 0.0311646 | Time: 2616.44 ms [2021-07-04 17:48:28 main:574] : INFO : Epoch 1999 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 2487.44 ms [2021-07-04 17:48:31 main:574] : INFO : Epoch 2000 | loss: 0.0311423 | val_loss: 0.0311562 | Time: 2604.27 ms [2021-07-04 17:48:33 main:574] : INFO : Epoch 2001 | loss: 0.031136 | val_loss: 0.0311552 | Time: 2595.56 ms [2021-07-04 17:48:36 main:574] : INFO : Epoch 2002 | loss: 0.0311362 | val_loss: 0.0311556 | Time: 2544.55 ms [2021-07-04 17:48:38 main:574] : INFO : Epoch 2003 | loss: 0.0311364 | val_loss: 0.0311544 | Time: 2465.71 ms [2021-07-04 17:48:41 main:574] : INFO : Epoch 2004 | loss: 0.0311372 | val_loss: 0.031153 | Time: 2506.22 ms [2021-07-04 17:48:43 main:574] : INFO : Epoch 2005 | loss: 0.031136 | val_loss: 0.0311593 | Time: 2605.31 ms [2021-07-04 17:48:46 main:574] : INFO : Epoch 2006 | loss: 0.0311362 | val_loss: 0.031155 | Time: 2507.92 ms [2021-07-04 17:48:48 main:574] : INFO : Epoch 2007 | loss: 0.0311359 | val_loss: 0.0311552 | Time: 2514.11 ms [2021-07-04 17:48:51 main:574] : INFO : Epoch 2008 | loss: 0.0311353 | val_loss: 0.0311534 | Time: 2568.2 ms [2021-07-04 17:48:54 main:574] : INFO : Epoch 2009 | loss: 0.0311404 | val_loss: 0.0311578 | Time: 2540.63 ms [2021-07-04 17:48:56 main:574] : INFO : Epoch 2010 | loss: 0.0311388 | val_loss: 0.0311531 | Time: 2499.22 ms [2021-07-04 17:48:59 main:574] : INFO : Epoch 2011 | loss: 0.0311365 | val_loss: 0.0311567 | Time: 2546.08 ms [2021-07-04 17:49:01 main:574] : INFO : Epoch 2012 | loss: 0.031137 | val_loss: 0.0311582 | Time: 2497.83 ms [2021-07-04 17:49:04 main:574] : INFO : Epoch 2013 | loss: 0.0311365 | val_loss: 0.0311564 | Time: 2567.22 ms [2021-07-04 17:49:06 main:574] : INFO : Epoch 2014 | loss: 0.031138 | val_loss: 0.0311547 | Time: 2566 ms [2021-07-04 17:49:09 main:574] : INFO : Epoch 2015 | loss: 0.0311398 | val_loss: 0.0311627 | Time: 2540.77 ms [2021-07-04 17:49:11 main:574] : INFO : Epoch 2016 | loss: 0.0311382 | val_loss: 0.0311545 | Time: 2512.18 ms [2021-07-04 17:49:14 main:574] : INFO : Epoch 2017 | loss: 0.0311372 | val_loss: 0.0311538 | Time: 2471.14 ms [2021-07-04 17:49:16 main:574] : INFO : Epoch 2018 | loss: 0.0311365 | val_loss: 0.0311546 | Time: 2469.93 ms [2021-07-04 17:49:19 main:574] : INFO : Epoch 2019 | loss: 0.0311348 | val_loss: 0.0311552 | Time: 2538.9 ms [2021-07-04 17:49:21 main:574] : INFO : Epoch 2020 | loss: 0.0311363 | val_loss: 0.0311578 | Time: 2555.27 ms [2021-07-04 17:49:24 main:574] : INFO : Epoch 2021 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 2553.42 ms [2021-07-04 17:49:27 main:574] : INFO : Epoch 2022 | loss: 0.0311355 | val_loss: 0.0311551 | Time: 2468.79 ms [2021-07-04 17:49:29 main:574] : INFO : Epoch 2023 | loss: 0.0311356 | val_loss: 0.0311589 | Time: 2644.66 ms [2021-07-04 17:49:32 main:574] : INFO : Epoch 2024 | loss: 0.0311389 | val_loss: 0.0311541 | Time: 2586.39 ms [2021-07-04 17:49:34 main:574] : INFO : Epoch 2025 | loss: 0.0311371 | val_loss: 0.0311522 | Time: 2573.86 ms [2021-07-04 17:49:37 main:574] : INFO : Epoch 2026 | loss: 0.0311344 | val_loss: 0.0311551 | Time: 2549.41 ms [2021-07-04 17:49:39 main:574] : INFO : Epoch 2027 | loss: 0.0311333 | val_loss: 0.0311543 | Time: 2604.51 ms [2021-07-04 17:49:42 main:574] : INFO : Epoch 2028 | loss: 0.0311338 | val_loss: 0.0311601 | Time: 2632.72 ms [2021-07-04 17:49:45 main:574] : INFO : Epoch 2029 | loss: 0.0311376 | val_loss: 0.0311609 | Time: 2553.35 ms [2021-07-04 17:49:47 main:574] : INFO : Epoch 2030 | loss: 0.0311343 | val_loss: 0.0311544 | Time: 2585.94 ms [2021-07-04 17:49:50 main:574] : INFO : Epoch 2031 | loss: 0.0311343 | val_loss: 0.0311537 | Time: 2522.16 ms [2021-07-04 17:49:52 main:574] : INFO : Epoch 2032 | loss: 0.0311348 | val_loss: 0.0311544 | Time: 2502.85 ms [2021-07-04 17:49:55 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.0311537 | Time: 2579.57 ms [2021-07-04 17:49:58 main:574] : INFO : Epoch 2034 | loss: 0.0311348 | val_loss: 0.0311517 | Time: 2610.59 ms [2021-07-04 17:50:00 main:574] : INFO : Epoch 2035 | loss: 0.0311348 | val_loss: 0.0311558 | Time: 2600.27 ms [2021-07-04 17:50:03 main:574] : INFO : Epoch 2036 | loss: 0.0311334 | val_loss: 0.031153 | Time: 2434.91 ms [2021-07-04 17:50:05 main:574] : INFO : Epoch 2037 | loss: 0.0311333 | val_loss: 0.0311544 | Time: 2599.2 ms [2021-07-04 17:50:08 main:574] : INFO : Epoch 2038 | loss: 0.0311344 | val_loss: 0.0311545 | Time: 2538.79 ms [2021-07-04 17:50:10 main:574] : INFO : Epoch 2039 | loss: 0.0311362 | val_loss: 0.0311515 | Time: 2512 ms [2021-07-04 17:50:13 main:574] : INFO : Epoch 2040 | loss: 0.0311366 | val_loss: 0.0311516 | Time: 2515.68 ms [2021-07-04 17:50:15 main:574] : INFO : Epoch 2041 | loss: 0.031134 | val_loss: 0.0311528 | Time: 2508.56 ms [2021-07-04 17:50:18 main:574] : INFO : Epoch 2042 | loss: 0.0311363 | val_loss: 0.0311526 | Time: 2504.37 ms [2021-07-04 17:50:20 main:574] : INFO : Epoch 2043 | loss: 0.0311367 | val_loss: 0.0311519 | Time: 2557.78 ms [2021-07-04 17:50:23 main:574] : INFO : Epoch 2044 | loss: 0.0311381 | val_loss: 0.0311505 | Time: 2630.42 ms [2021-07-04 17:50:26 main:574] : INFO : Epoch 2045 | loss: 0.0311401 | val_loss: 0.0311501 | Time: 2560.99 ms [2021-07-04 17:50:28 main:574] : INFO : Epoch 2046 | loss: 0.031138 | val_loss: 0.0311485 | Time: 2537.9 ms [2021-07-04 17:50:31 main:574] : INFO : Epoch 2047 | loss: 0.0311387 | val_loss: 0.0311532 | Time: 2527.54 ms [2021-07-04 17:50:33 main:574] : INFO : Epoch 2048 | loss: 0.031137 | val_loss: 0.0311503 | Time: 2471.69 ms [2021-07-04 17:50:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311503 [2021-07-04 17:50:33 main:603] : INFO : Saving end state to config to file [2021-07-04 17:50:33 main:608] : INFO : Success, exiting.. 17:50:33 (11100): 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)