Task 6285468
| Name | ParityMachine-1627360900-29994-1_0 |
| Workunit | 4071877 |
| Created | 3 Aug 2021, 10:49:55 UTC |
| Sent | 10 Aug 2021, 11:13:55 UTC |
| Report deadline | 17 Aug 2021, 11:13:55 UTC |
| Received | 11 Aug 2021, 7:15:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 37 min 35 sec |
| CPU time | 2 hours 32 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.64 GB |
| Peak swap size | 4.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> -08-11 02:51:19 main:574] : INFO : Epoch 1542 | loss: 0.0311045 | val_loss: 0.0311605 | Time: 2841.33 ms [2021-08-11 02:51:22 main:574] : INFO : Epoch 1543 | loss: 0.0311052 | val_loss: 0.0311576 | Time: 2911.14 ms [2021-08-11 02:51:25 main:574] : INFO : Epoch 1544 | loss: 0.0311034 | val_loss: 0.031155 | Time: 2884 ms [2021-08-11 02:51:28 main:574] : INFO : Epoch 1545 | loss: 0.0311019 | val_loss: 0.0311606 | Time: 2839.25 ms [2021-08-11 02:51:31 main:574] : INFO : Epoch 1546 | loss: 0.0311005 | val_loss: 0.0311566 | Time: 2913.86 ms [2021-08-11 02:51:34 main:574] : INFO : Epoch 1547 | loss: 0.0311017 | val_loss: 0.0311624 | Time: 2861.67 ms [2021-08-11 02:51:37 main:574] : INFO : Epoch 1548 | loss: 0.031106 | val_loss: 0.0311664 | Time: 2895.02 ms [2021-08-11 02:51:39 main:574] : INFO : Epoch 1549 | loss: 0.0311016 | val_loss: 0.0311589 | Time: 2843.97 ms [2021-08-11 02:51:42 main:574] : INFO : Epoch 1550 | loss: 0.0311018 | val_loss: 0.0311627 | Time: 2822.8 ms [2021-08-11 02:51:45 main:574] : INFO : Epoch 1551 | loss: 0.0311026 | val_loss: 0.0311645 | Time: 2769.25 ms [2021-08-11 02:51:48 main:574] : INFO : Epoch 1552 | loss: 0.0311013 | val_loss: 0.031161 | Time: 2822.54 ms [2021-08-11 02:51:51 main:574] : INFO : Epoch 1553 | loss: 0.0311041 | val_loss: 0.0311625 | Time: 2903.17 ms [2021-08-11 02:51:54 main:574] : INFO : Epoch 1554 | loss: 0.0311004 | val_loss: 0.0311674 | Time: 2825.56 ms [2021-08-11 02:51:57 main:574] : INFO : Epoch 1555 | loss: 0.031099 | val_loss: 0.0311606 | Time: 2958.61 ms [2021-08-11 02:52:00 main:574] : INFO : Epoch 1556 | loss: 0.0310996 | val_loss: 0.0311633 | Time: 2871.77 ms [2021-08-11 02:52:03 main:574] : INFO : Epoch 1557 | loss: 0.0311065 | val_loss: 0.0311608 | Time: 2819.67 ms [2021-08-11 02:52:06 main:574] : INFO : Epoch 1558 | loss: 0.0311062 | val_loss: 0.0311558 | Time: 2868.34 ms [2021-08-11 02:52:08 main:574] : INFO : Epoch 1559 | loss: 0.031109 | val_loss: 0.0311518 | Time: 2770.74 ms [2021-08-11 02:52:11 main:574] : INFO : Epoch 1560 | loss: 0.0311036 | val_loss: 0.0311621 | Time: 2797.68 ms [2021-08-11 02:52:14 main:574] : INFO : Epoch 1561 | loss: 0.0311046 | val_loss: 0.031158 | Time: 2758.97 ms [2021-08-11 02:52:17 main:574] : INFO : Epoch 1562 | loss: 0.0311049 | val_loss: 0.0311608 | Time: 2841.04 ms [2021-08-11 02:52:20 main:574] : INFO : Epoch 1563 | loss: 0.0311001 | val_loss: 0.0311557 | Time: 2889.38 ms [2021-08-11 02:52:22 main:574] : INFO : Epoch 1564 | loss: 0.0310991 | val_loss: 0.0311614 | Time: 2742.65 ms [2021-08-11 02:52:25 main:574] : INFO : Epoch 1565 | loss: 0.0310989 | val_loss: 0.0311646 | Time: 2919.47 ms [2021-08-11 02:52:28 main:574] : INFO : Epoch 1566 | loss: 0.031102 | val_loss: 0.0311552 | Time: 2906.11 ms [2021-08-11 02:52:31 main:574] : INFO : Epoch 1567 | loss: 0.031098 | val_loss: 0.0311608 | Time: 2875.71 ms [2021-08-11 02:52:34 main:574] : INFO : Epoch 1568 | loss: 0.0310971 | val_loss: 0.0311666 | Time: 2941.47 ms [2021-08-11 02:52:37 main:574] : INFO : Epoch 1569 | loss: 0.031106 | val_loss: 0.0311549 | Time: 2860.11 ms [2021-08-11 02:52:40 main:574] : INFO : Epoch 1570 | loss: 0.0311055 | val_loss: 0.0311529 | Time: 2948.66 ms [2021-08-11 02:52:43 main:574] : INFO : Epoch 1571 | loss: 0.031106 | val_loss: 0.0311592 | Time: 2905.74 ms [2021-08-11 02:52:46 main:574] : INFO : Epoch 1572 | loss: 0.0311021 | val_loss: 0.0311662 | Time: 2777.93 ms [2021-08-11 02:52:48 main:574] : INFO : Epoch 1573 | loss: 0.0311048 | val_loss: 0.0311572 | Time: 2755.15 ms [2021-08-11 02:52:51 main:574] : INFO : Epoch 1574 | loss: 0.0311081 | val_loss: 0.031155 | Time: 2904.15 ms [2021-08-11 02:52:54 main:574] : INFO : Epoch 1575 | loss: 0.0311028 | val_loss: 0.0311569 | Time: 2864.31 ms [2021-08-11 02:52:57 main:574] : INFO : Epoch 1576 | loss: 0.031099 | val_loss: 0.0311588 | Time: 2782.1 ms [2021-08-11 02:53:00 main:574] : INFO : Epoch 1577 | loss: 0.0310988 | val_loss: 0.0311635 | Time: 2815.99 ms [2021-08-11 02:53:03 main:574] : INFO : Epoch 1578 | loss: 0.0310987 | val_loss: 0.0311638 | Time: 2916.89 ms [2021-08-11 02:53:06 main:574] : INFO : Epoch 1579 | loss: 0.0310989 | val_loss: 0.0311593 | Time: 2819.61 ms [2021-08-11 02:53:09 main:574] : INFO : Epoch 1580 | loss: 0.0310983 | val_loss: 0.0311668 | Time: 2947.62 ms [2021-08-11 02:53:12 main:574] : INFO : Epoch 1581 | loss: 0.0310974 | val_loss: 0.0311601 | Time: 2821.25 ms [2021-08-11 02:53:15 main:574] : INFO : Epoch 1582 | loss: 0.0311018 | val_loss: 0.0311685 | Time: 2943.47 ms [2021-08-11 02:53:17 main:574] : INFO : Epoch 1583 | loss: 0.0310967 | val_loss: 0.0311622 | Time: 2792.39 ms [2021-08-11 02:53:20 main:574] : INFO : Epoch 1584 | loss: 0.0310994 | val_loss: 0.0311706 | Time: 2697.89 ms [2021-08-11 02:53:23 main:574] : INFO : Epoch 1585 | loss: 0.0310992 | val_loss: 0.0311615 | Time: 2942.9 ms [2021-08-11 02:53:26 main:574] : INFO : Epoch 1586 | loss: 0.0311009 | val_loss: 0.0311543 | Time: 2872.43 ms [2021-08-11 02:53:29 main:574] : INFO : Epoch 1587 | loss: 0.0311025 | val_loss: 0.0311546 | Time: 2921.53 ms [2021-08-11 02:53:32 main:574] : INFO : Epoch 1588 | loss: 0.0311012 | val_loss: 0.0311645 | Time: 2972.63 ms [2021-08-11 02:53:35 main:574] : INFO : Epoch 1589 | loss: 0.0311021 | val_loss: 0.031165 | Time: 2915.61 ms [2021-08-11 02:53:38 main:574] : INFO : Epoch 1590 | loss: 0.0311041 | val_loss: 0.0311627 | Time: 2735.26 ms [2021-08-11 02:53:40 main:574] : INFO : Epoch 1591 | loss: 0.0311075 | val_loss: 0.0311588 | Time: 2808.88 ms [2021-08-11 02:53:43 main:574] : INFO : Epoch 1592 | loss: 0.0311009 | val_loss: 0.0311591 | Time: 2831.24 ms [2021-08-11 02:53:46 main:574] : INFO : Epoch 1593 | loss: 0.0310979 | val_loss: 0.0311603 | Time: 2868.5 ms [2021-08-11 02:53:49 main:574] : INFO : Epoch 1594 | loss: 0.0311027 | val_loss: 0.0311598 | Time: 2912.27 ms [2021-08-11 02:53:52 main:574] : INFO : Epoch 1595 | loss: 0.0311044 | val_loss: 0.0311569 | Time: 2929.89 ms [2021-08-11 02:53:55 main:574] : INFO : Epoch 1596 | loss: 0.0311054 | val_loss: 0.0311519 | Time: 2852.17 ms [2021-08-11 02:53:58 main:574] : INFO : Epoch 1597 | loss: 0.0311031 | val_loss: 0.0311558 | Time: 2974.31 ms [2021-08-11 02:54:01 main:574] : INFO : Epoch 1598 | loss: 0.0310998 | val_loss: 0.0311632 | Time: 2907.97 ms [2021-08-11 02:54:04 main:574] : INFO : Epoch 1599 | loss: 0.0311008 | val_loss: 0.0311599 | Time: 2881.61 ms [2021-08-11 02:54:07 main:574] : INFO : Epoch 1600 | loss: 0.0311003 | val_loss: 0.0311629 | Time: 2790.54 ms [2021-08-11 02:54:10 main:574] : INFO : Epoch 1601 | loss: 0.0311039 | val_loss: 0.0311703 | Time: 2890 ms [2021-08-11 02:54:13 main:574] : INFO : Epoch 1602 | loss: 0.0311041 | val_loss: 0.0311555 | Time: 2921.8 ms [2021-08-11 02:54:15 main:574] : INFO : Epoch 1603 | loss: 0.0311045 | val_loss: 0.0311694 | Time: 2815.88 ms [2021-08-11 02:54:18 main:574] : INFO : Epoch 1604 | loss: 0.0311013 | val_loss: 0.0311655 | Time: 2821.97 ms [2021-08-11 02:54:21 main:574] : INFO : Epoch 1605 | loss: 0.0310997 | val_loss: 0.0311573 | Time: 2948.87 ms [2021-08-11 02:54:24 main:574] : INFO : Epoch 1606 | loss: 0.0310996 | val_loss: 0.0311602 | Time: 2967.99 ms [2021-08-11 02:54:27 main:574] : INFO : Epoch 1607 | loss: 0.0310997 | val_loss: 0.0311582 | Time: 2881.23 ms [2021-08-11 02:54:30 main:574] : INFO : Epoch 1608 | loss: 0.0311026 | val_loss: 0.0311558 | Time: 2895.59 ms [2021-08-11 02:54:33 main:574] : INFO : Epoch 1609 | loss: 0.031102 | val_loss: 0.0311585 | Time: 2850.24 ms [2021-08-11 02:54:36 main:574] : INFO : Epoch 1610 | loss: 0.031102 | val_loss: 0.0311627 | Time: 2829.99 ms [2021-08-11 02:54:39 main:574] : INFO : Epoch 1611 | loss: 0.031104 | val_loss: 0.0311641 | Time: 2926.58 ms [2021-08-11 02:54:41 main:574] : INFO : Epoch 1612 | loss: 0.0311034 | val_loss: 0.0311689 | Time: 2879.36 ms [2021-08-11 02:54:44 main:574] : INFO : Epoch 1613 | loss: 0.0311027 | val_loss: 0.0311573 | Time: 2820.05 ms [2021-08-11 02:54:47 main:574] : INFO : Epoch 1614 | loss: 0.0311132 | val_loss: 0.0311574 | Time: 2929.95 ms [2021-08-11 02:54:50 main:574] : INFO : Epoch 1615 | loss: 0.0311058 | val_loss: 0.0311585 | Time: 2968.64 ms [2021-08-11 02:54:53 main:574] : INFO : Epoch 1616 | loss: 0.0311024 | val_loss: 0.031161 | Time: 2877.06 ms [2021-08-11 02:54:56 main:574] : INFO : Epoch 1617 | loss: 0.0311037 | val_loss: 0.031162 | Time: 2892.61 ms [2021-08-11 02:54:59 main:574] : INFO : Epoch 1618 | loss: 0.0311055 | val_loss: 0.0311582 | Time: 2894.87 ms [2021-08-11 02:55:02 main:574] : INFO : Epoch 1619 | loss: 0.031104 | val_loss: 0.0311635 | Time: 2980.25 ms [2021-08-11 02:55:05 main:574] : INFO : Epoch 1620 | loss: 0.031104 | val_loss: 0.0311659 | Time: 2820.68 ms [2021-08-11 02:55:07 main:574] : INFO : Epoch 1621 | loss: 0.0311031 | val_loss: 0.0311666 | Time: 2779.5 ms [2021-08-11 02:55:10 main:574] : INFO : Epoch 1622 | loss: 0.0310985 | val_loss: 0.0311669 | Time: 2911.74 ms [2021-08-11 02:55:14 main:574] : INFO : Epoch 1623 | loss: 0.0310998 | val_loss: 0.0311662 | Time: 2868.49 ms [2021-08-11 02:55:16 main:574] : INFO : Epoch 1624 | loss: 0.0310993 | val_loss: 0.0311569 | Time: 2872.35 ms [2021-08-11 02:55:19 main:574] : INFO : Epoch 1625 | loss: 0.0310992 | val_loss: 0.0311652 | Time: 2788.61 ms [2021-08-11 02:55:22 main:574] : INFO : Epoch 1626 | loss: 0.0310987 | val_loss: 0.0311595 | Time: 2992.53 ms [2021-08-11 02:55:25 main:574] : INFO : Epoch 1627 | loss: 0.0311047 | val_loss: 0.0311577 | Time: 2793.13 ms [2021-08-11 02:55:28 main:574] : INFO : Epoch 1628 | loss: 0.0311036 | val_loss: 0.0311613 | Time: 2948.31 ms [2021-08-11 02:55:31 main:574] : INFO : Epoch 1629 | loss: 0.0311038 | val_loss: 0.0311685 | Time: 2852.01 ms [2021-08-11 02:55:34 main:574] : INFO : Epoch 1630 | loss: 0.0311034 | val_loss: 0.0311639 | Time: 2837.54 ms [2021-08-11 02:55:37 main:574] : INFO : Epoch 1631 | loss: 0.031107 | val_loss: 0.0311623 | Time: 2911.79 ms [2021-08-11 02:55:40 main:574] : INFO : Epoch 1632 | loss: 0.031114 | val_loss: 0.0311617 | Time: 2879.11 ms [2021-08-11 02:55:42 main:574] : INFO : Epoch 1633 | loss: 0.0311076 | val_loss: 0.0311629 | Time: 2945.06 ms [2021-08-11 02:55:45 main:574] : INFO : Epoch 1634 | loss: 0.0311039 | val_loss: 0.0311609 | Time: 2813.23 ms [2021-08-11 02:55:48 main:574] : INFO : Epoch 1635 | loss: 0.0311049 | val_loss: 0.031162 | Time: 2927.19 ms [2021-08-11 02:55:51 main:574] : INFO : Epoch 1636 | loss: 0.0311057 | val_loss: 0.0311608 | Time: 2917.91 ms [2021-08-11 02:55:54 main:574] : INFO : Epoch 1637 | loss: 0.0311125 | val_loss: 0.0311636 | Time: 2901.07 ms [2021-08-11 02:55:57 main:574] : INFO : Epoch 1638 | loss: 0.0311064 | val_loss: 0.0311599 | Time: 2902.49 ms [2021-08-11 02:56:00 main:574] : INFO : Epoch 1639 | loss: 0.0311045 | val_loss: 0.0311538 | Time: 2908.96 ms [2021-08-11 02:56:03 main:574] : INFO : Epoch 1640 | loss: 0.0311047 | val_loss: 0.0311673 | Time: 2681.2 ms [2021-08-11 02:56:06 main:574] : INFO : Epoch 1641 | loss: 0.0311045 | val_loss: 0.0311624 | Time: 2910.92 ms [2021-08-11 02:56:08 main:574] : INFO : Epoch 1642 | loss: 0.0311015 | val_loss: 0.0311641 | Time: 2819.68 ms [2021-08-11 02:56:11 main:574] : INFO : Epoch 1643 | loss: 0.0311005 | val_loss: 0.03117 | Time: 2866.7 ms [2021-08-11 02:56:14 main:574] : INFO : Epoch 1644 | loss: 0.0311 | val_loss: 0.0311638 | Time: 2866.31 ms [2021-08-11 02:56:17 main:574] : INFO : Epoch 1645 | loss: 0.031106 | val_loss: 0.0311667 | Time: 2832.57 ms [2021-08-11 02:56:20 main:574] : INFO : Epoch 1646 | loss: 0.0311097 | val_loss: 0.0311734 | Time: 2921.3 ms [2021-08-11 02:56:23 main:574] : INFO : Epoch 1647 | loss: 0.0311094 | val_loss: 0.0311649 | Time: 2867.66 ms [2021-08-11 02:56:26 main:574] : INFO : Epoch 1648 | loss: 0.0311019 | val_loss: 0.0311645 | Time: 2879.4 ms [2021-08-11 02:56:29 main:574] : INFO : Epoch 1649 | loss: 0.0310996 | val_loss: 0.0311735 | Time: 2817.28 ms [2021-08-11 02:56:32 main:574] : INFO : Epoch 1650 | loss: 0.0311044 | val_loss: 0.0311688 | Time: 2868.91 ms [2021-08-11 02:56:35 main:574] : INFO : Epoch 1651 | loss: 0.0311009 | val_loss: 0.0311626 | Time: 2892.88 ms [2021-08-11 02:56:38 main:574] : INFO : Epoch 1652 | loss: 0.0311001 | val_loss: 0.0311627 | Time: 2868.18 ms [2021-08-11 02:56:40 main:574] : INFO : Epoch 1653 | loss: 0.0311035 | val_loss: 0.0311649 | Time: 2950.74 ms [2021-08-11 02:56:43 main:574] : INFO : Epoch 1654 | loss: 0.0311026 | val_loss: 0.0311651 | Time: 2839.66 ms [2021-08-11 02:56:46 main:574] : INFO : Epoch 1655 | loss: 0.0311006 | val_loss: 0.0311591 | Time: 2766.82 ms [2021-08-11 02:56:49 main:574] : INFO : Epoch 1656 | loss: 0.0311034 | val_loss: 0.0311644 | Time: 2839.55 ms [2021-08-11 02:56:52 main:574] : INFO : Epoch 1657 | loss: 0.0311047 | val_loss: 0.0311642 | Time: 2828.69 ms [2021-08-11 02:56:55 main:574] : INFO : Epoch 1658 | loss: 0.0311018 | val_loss: 0.0311603 | Time: 2821.5 ms [2021-08-11 02:56:58 main:574] : INFO : Epoch 1659 | loss: 0.0311003 | val_loss: 0.0311683 | Time: 2952.58 ms [2021-08-11 02:57:00 main:574] : INFO : Epoch 1660 | loss: 0.0310999 | val_loss: 0.031166 | Time: 2896.62 ms [2021-08-11 02:57:03 main:574] : INFO : Epoch 1661 | loss: 0.0311058 | val_loss: 0.0311505 | Time: 2827.91 ms [2021-08-11 02:57:06 main:574] : INFO : Epoch 1662 | loss: 0.0311097 | val_loss: 0.031172 | Time: 2858.18 ms [2021-08-11 02:57:09 main:574] : INFO : Epoch 1663 | loss: 0.031116 | val_loss: 0.0311634 | Time: 2947.22 ms [2021-08-11 02:57:12 main:574] : INFO : Epoch 1664 | loss: 0.0311105 | val_loss: 0.0311622 | Time: 2842.13 ms [2021-08-11 02:57:15 main:574] : INFO : Epoch 1665 | loss: 0.0311157 | val_loss: 0.0311723 | Time: 2798.09 ms [2021-08-11 02:57:18 main:574] : INFO : Epoch 1666 | loss: 0.0311282 | val_loss: 0.0311599 | Time: 2899.73 ms [2021-08-11 02:57:21 main:574] : INFO : Epoch 1667 | loss: 0.0311222 | val_loss: 0.0311529 | Time: 2893.33 ms [2021-08-11 02:57:24 main:574] : INFO : Epoch 1668 | loss: 0.0311164 | val_loss: 0.031161 | Time: 2903.64 ms [2021-08-11 02:57:26 main:574] : INFO : Epoch 1669 | loss: 0.0311147 | val_loss: 0.0311534 | Time: 2707.46 ms [2021-08-11 02:57:30 main:574] : INFO : Epoch 1670 | loss: 0.0311295 | val_loss: 0.0311695 | Time: 2964.46 ms [2021-08-11 02:57:32 main:574] : INFO : Epoch 1671 | loss: 0.0311299 | val_loss: 0.0311548 | Time: 2855.62 ms [2021-08-11 02:57:35 main:574] : INFO : Epoch 1672 | loss: 0.0311232 | val_loss: 0.0311498 | Time: 2868.45 ms [2021-08-11 02:57:38 main:574] : INFO : Epoch 1673 | loss: 0.0311197 | val_loss: 0.0311653 | Time: 2737.92 ms [2021-08-11 02:57:41 main:574] : INFO : Epoch 1674 | loss: 0.0311186 | val_loss: 0.0311553 | Time: 2874.05 ms [2021-08-11 02:57:44 main:574] : INFO : Epoch 1675 | loss: 0.0311157 | val_loss: 0.0311561 | Time: 2904.05 ms [2021-08-11 02:57:47 main:574] : INFO : Epoch 1676 | loss: 0.0311134 | val_loss: 0.0311561 | Time: 2910.27 ms [2021-08-11 02:57:50 main:574] : INFO : Epoch 1677 | loss: 0.0311142 | val_loss: 0.031166 | Time: 2837.92 ms [2021-08-11 02:57:53 main:574] : INFO : Epoch 1678 | loss: 0.0311148 | val_loss: 0.0311578 | Time: 2920.67 ms [2021-08-11 02:57:55 main:574] : INFO : Epoch 1679 | loss: 0.0311186 | val_loss: 0.0311542 | Time: 2839.47 ms [2021-08-11 02:57:58 main:574] : INFO : Epoch 1680 | loss: 0.0311178 | val_loss: 0.0311574 | Time: 2943.73 ms [2021-08-11 02:58:01 main:574] : INFO : Epoch 1681 | loss: 0.0311161 | val_loss: 0.0311565 | Time: 2889.1 ms [2021-08-11 02:58:04 main:574] : INFO : Epoch 1682 | loss: 0.031116 | val_loss: 0.031155 | Time: 2876.44 ms [2021-08-11 02:58:07 main:574] : INFO : Epoch 1683 | loss: 0.0311148 | val_loss: 0.0311624 | Time: 2934.68 ms [2021-08-11 02:58:10 main:574] : INFO : Epoch 1684 | loss: 0.0311166 | val_loss: 0.0311644 | Time: 2751.28 ms [2021-08-11 02:58:13 main:574] : INFO : Epoch 1685 | loss: 0.0311279 | val_loss: 0.0311687 | Time: 2857.54 ms [2021-08-11 02:58:16 main:574] : INFO : Epoch 1686 | loss: 0.0311306 | val_loss: 0.0311666 | Time: 2907.54 ms [2021-08-11 02:58:18 main:574] : INFO : Epoch 1687 | loss: 0.0311181 | val_loss: 0.0311551 | Time: 2801.16 ms [2021-08-11 02:58:21 main:574] : INFO : Epoch 1688 | loss: 0.0311164 | val_loss: 0.0311578 | Time: 2922.94 ms [2021-08-11 02:58:24 main:574] : INFO : Epoch 1689 | loss: 0.0311207 | val_loss: 0.0311561 | Time: 2818.93 ms [2021-08-11 02:58:27 main:574] : INFO : Epoch 1690 | loss: 0.0311224 | val_loss: 0.0311522 | Time: 2859.51 ms [2021-08-11 02:58:30 main:574] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.0311543 | Time: 2884.28 ms [2021-08-11 02:58:33 main:574] : INFO : Epoch 1692 | loss: 0.031116 | val_loss: 0.031157 | Time: 2871.57 ms [2021-08-11 02:58:36 main:574] : INFO : Epoch 1693 | loss: 0.0311135 | val_loss: 0.0311559 | Time: 2890.5 ms [2021-08-11 02:58:39 main:574] : INFO : Epoch 1694 | loss: 0.0311114 | val_loss: 0.0311596 | Time: 2993.93 ms [2021-08-11 02:58:42 main:574] : INFO : Epoch 1695 | loss: 0.0311118 | val_loss: 0.0311562 | Time: 2812.74 ms [2021-08-11 02:58:45 main:574] : INFO : Epoch 1696 | loss: 0.0311136 | val_loss: 0.0311616 | Time: 2833.89 ms [2021-08-11 02:58:48 main:574] : INFO : Epoch 1697 | loss: 0.0311108 | val_loss: 0.0311623 | Time: 2991.17 ms [2021-08-11 02:58:51 main:574] : INFO : Epoch 1698 | loss: 0.0311059 | val_loss: 0.0311629 | Time: 2767.01 ms [2021-08-11 02:58:53 main:574] : INFO : Epoch 1699 | loss: 0.0311074 | val_loss: 0.0311647 | Time: 2858.37 ms [2021-08-11 02:58:56 main:574] : INFO : Epoch 1700 | loss: 0.031107 | val_loss: 0.0311678 | Time: 2902.97 ms [2021-08-11 02:58:59 main:574] : INFO : Epoch 1701 | loss: 0.0311055 | val_loss: 0.0311625 | Time: 2908.74 ms [2021-08-11 02:59:02 main:574] : INFO : Epoch 1702 | loss: 0.0311039 | val_loss: 0.0311572 | Time: 2936.98 ms [2021-08-11 02:59:05 main:574] : INFO : Epoch 1703 | loss: 0.0311044 | val_loss: 0.0311646 | Time: 2824.8 ms [2021-08-11 02:59:08 main:574] : INFO : Epoch 1704 | loss: 0.0311073 | val_loss: 0.0311618 | Time: 2886.73 ms [2021-08-11 02:59:11 main:574] : INFO : Epoch 1705 | loss: 0.0311124 | val_loss: 0.0311652 | Time: 2890.46 ms [2021-08-11 02:59:14 main:574] : INFO : Epoch 1706 | loss: 0.0311097 | val_loss: 0.0311637 | Time: 2746.9 ms [2021-08-11 02:59:16 main:574] : INFO : Epoch 1707 | loss: 0.0311058 | val_loss: 0.0311607 | Time: 2898.46 ms [2021-08-11 02:59:19 main:574] : INFO : Epoch 1708 | loss: 0.0311077 | val_loss: 0.0311559 | Time: 2869.16 ms [2021-08-11 02:59:22 main:574] : INFO : Epoch 1709 | loss: 0.0311072 | val_loss: 0.0311689 | Time: 2750.84 ms [2021-08-11 02:59:25 main:574] : INFO : Epoch 1710 | loss: 0.0311059 | val_loss: 0.0311613 | Time: 2932.99 ms [2021-08-11 02:59:28 main:574] : INFO : Epoch 1711 | loss: 0.0311034 | val_loss: 0.0311638 | Time: 2916.83 ms [2021-08-11 02:59:31 main:574] : INFO : Epoch 1712 | loss: 0.0311073 | val_loss: 0.0311635 | Time: 2785.43 ms [2021-08-11 02:59:34 main:574] : INFO : Epoch 1713 | loss: 0.031106 | val_loss: 0.0311617 | Time: 2864.95 ms [2021-08-11 02:59:37 main:574] : INFO : Epoch 1714 | loss: 0.0311031 | val_loss: 0.0311654 | Time: 2873.51 ms [2021-08-11 02:59:39 main:574] : INFO : Epoch 1715 | loss: 0.0311024 | val_loss: 0.0311569 | Time: 2887.95 ms [2021-08-11 02:59:43 main:574] : INFO : Epoch 1716 | loss: 0.0311 | val_loss: 0.0311588 | Time: 2878.56 ms [2021-08-11 02:59:46 main:574] : INFO : Epoch 1717 | loss: 0.0311035 | val_loss: 0.0311628 | Time: 2849.44 ms [2021-08-11 02:59:48 main:574] : INFO : Epoch 1718 | loss: 0.0310987 | val_loss: 0.0311632 | Time: 2876.94 ms [2021-08-11 02:59:51 main:574] : INFO : Epoch 1719 | loss: 0.0311007 | val_loss: 0.0311594 | Time: 2851.58 ms [2021-08-11 02:59:54 main:574] : INFO : Epoch 1720 | loss: 0.0311055 | val_loss: 0.0311594 | Time: 2935.85 ms [2021-08-11 02:59:57 main:574] : INFO : Epoch 1721 | loss: 0.0311042 | val_loss: 0.0311638 | Time: 2853.61 ms [2021-08-11 03:00:00 main:574] : INFO : Epoch 1722 | loss: 0.0311005 | val_loss: 0.0311593 | Time: 2785.97 ms [2021-08-11 03:00:03 main:574] : INFO : Epoch 1723 | loss: 0.0311017 | val_loss: 0.0311626 | Time: 2925.43 ms [2021-08-11 03:00:06 main:574] : INFO : Epoch 1724 | loss: 0.0311048 | val_loss: 0.0311607 | Time: 2860.67 ms [2021-08-11 03:00:09 main:574] : INFO : Epoch 1725 | loss: 0.0311021 | val_loss: 0.0311613 | Time: 2824.39 ms [2021-08-11 03:00:11 main:574] : INFO : Epoch 1726 | loss: 0.0310999 | val_loss: 0.0311674 | Time: 2921.59 ms [2021-08-11 03:00:14 main:574] : INFO : Epoch 1727 | loss: 0.0311028 | val_loss: 0.0311611 | Time: 2762.03 ms [2021-08-11 03:00:17 main:574] : INFO : Epoch 1728 | loss: 0.031101 | val_loss: 0.0311594 | Time: 2857 ms [2021-08-11 03:00:20 main:574] : INFO : Epoch 1729 | loss: 0.0310992 | val_loss: 0.0311593 | Time: 2744.7 ms [2021-08-11 03:00:23 main:574] : INFO : Epoch 1730 | loss: 0.0310983 | val_loss: 0.0311677 | Time: 2822.16 ms [2021-08-11 03:00:26 main:574] : INFO : Epoch 1731 | loss: 0.0311014 | val_loss: 0.0311537 | Time: 2833.33 ms [2021-08-11 03:00:28 main:574] : INFO : Epoch 1732 | loss: 0.0311031 | val_loss: 0.0311616 | Time: 2911.04 ms [2021-08-11 03:00:31 main:574] : INFO : Epoch 1733 | loss: 0.0311091 | val_loss: 0.0311577 | Time: 2801.92 ms [2021-08-11 03:00:34 main:574] : INFO : Epoch 1734 | loss: 0.0311168 | val_loss: 0.0311583 | Time: 2813.71 ms [2021-08-11 03:00:37 main:574] : INFO : Epoch 1735 | loss: 0.0311193 | val_loss: 0.0311566 | Time: 2826.59 ms [2021-08-11 03:00:40 main:574] : INFO : Epoch 1736 | loss: 0.0311157 | val_loss: 0.0311599 | Time: 2859.32 ms [2021-08-11 03:00:43 main:574] : INFO : Epoch 1737 | loss: 0.0311095 | val_loss: 0.0311545 | Time: 2859.08 ms [2021-08-11 03:00:45 main:574] : INFO : Epoch 1738 | loss: 0.0311067 | val_loss: 0.0311596 | Time: 2824.55 ms [2021-08-11 03:00:48 main:574] : INFO : Epoch 1739 | loss: 0.031104 | val_loss: 0.0311571 | Time: 2788.39 ms [2021-08-11 03:00:51 main:574] : INFO : Epoch 1740 | loss: 0.0311061 | val_loss: 0.0311657 | Time: 2687.34 ms [2021-08-11 03:00:54 main:574] : INFO : Epoch 1741 | loss: 0.0311073 | val_loss: 0.031155 | Time: 2787.49 ms [2021-08-11 03:00:57 main:574] : INFO : Epoch 1742 | loss: 0.0311108 | val_loss: 0.0311613 | Time: 2912.75 ms [2021-08-11 03:01:00 main:574] : INFO : Epoch 1743 | loss: 0.0311051 | val_loss: 0.0311563 | Time: 2889.8 ms [2021-08-11 03:01:03 main:574] : INFO : Epoch 1744 | loss: 0.0311034 | val_loss: 0.0311588 | Time: 2786.3 ms [2021-08-11 03:01:06 main:574] : INFO : Epoch 1745 | loss: 0.0311052 | val_loss: 0.0311523 | Time: 2830.82 ms [2021-08-11 03:01:09 main:574] : INFO : Epoch 1746 | loss: 0.0311064 | val_loss: 0.0311509 | Time: 2925.52 ms [2021-08-11 03:01:11 main:574] : INFO : Epoch 1747 | loss: 0.0311109 | val_loss: 0.0311563 | Time: 2868.55 ms [2021-08-11 03:01:14 main:574] : INFO : Epoch 1748 | loss: 0.0311126 | val_loss: 0.0311541 | Time: 2908.23 ms [2021-08-11 03:01:17 main:574] : INFO : Epoch 1749 | loss: 0.0311115 | val_loss: 0.0311669 | Time: 2894.71 ms [2021-08-11 03:01:20 main:574] : INFO : Epoch 1750 | loss: 0.0311127 | val_loss: 0.0311627 | Time: 2875.04 ms [2021-08-11 03:01:23 main:574] : INFO : Epoch 1751 | loss: 0.0311087 | val_loss: 0.0311712 | Time: 2830.63 ms [2021-08-11 03:01:26 main:574] : INFO : Epoch 1752 | loss: 0.0311071 | val_loss: 0.0311563 | Time: 2860.1 ms [2021-08-11 03:01:29 main:574] : INFO : Epoch 1753 | loss: 0.0311039 | val_loss: 0.031162 | Time: 2807.14 ms [2021-08-11 03:01:32 main:574] : INFO : Epoch 1754 | loss: 0.0311035 | val_loss: 0.0311543 | Time: 2904.78 ms [2021-08-11 03:01:34 main:574] : INFO : Epoch 1755 | loss: 0.0311078 | val_loss: 0.0311629 | Time: 2734.04 ms [2021-08-11 03:01:37 main:574] : INFO : Epoch 1756 | loss: 0.0311037 | val_loss: 0.0311647 | Time: 2876 ms [2021-08-11 03:01:40 main:574] : INFO : Epoch 1757 | loss: 0.0311014 | val_loss: 0.031159 | Time: 2877.09 ms [2021-08-11 03:01:43 main:574] : INFO : Epoch 1758 | loss: 0.031102 | val_loss: 0.0311611 | Time: 2876.04 ms [2021-08-11 03:01:46 main:574] : INFO : Epoch 1759 | loss: 0.0311024 | val_loss: 0.0311564 | Time: 2861.53 ms [2021-08-11 03:01:49 main:574] : INFO : Epoch 1760 | loss: 0.0311023 | val_loss: 0.0311602 | Time: 2857.61 ms [2021-08-11 03:01:51 main:574] : INFO : Epoch 1761 | loss: 0.0310999 | val_loss: 0.031157 | Time: 2756.62 ms [2021-08-11 03:01:54 main:574] : INFO : Epoch 1762 | loss: 0.031098 | val_loss: 0.0311616 | Time: 2825.68 ms [2021-08-11 03:01:58 main:574] : INFO : Epoch 1763 | loss: 0.0311029 | val_loss: 0.0311692 | Time: 2917.32 ms [2021-08-11 03:02:01 main:574] : INFO : Epoch 1764 | loss: 0.0311016 | val_loss: 0.0311614 | Time: 2922.43 ms [2021-08-11 03:02:03 main:574] : INFO : Epoch 1765 | loss: 0.0310998 | val_loss: 0.0311613 | Time: 2842.45 ms [2021-08-11 03:02:06 main:574] : INFO : Epoch 1766 | loss: 0.0311003 | val_loss: 0.0311581 | Time: 2869.19 ms [2021-08-11 03:02:09 main:574] : INFO : Epoch 1767 | loss: 0.0310997 | val_loss: 0.0311595 | Time: 2809.54 ms [2021-08-11 03:02:12 main:574] : INFO : Epoch 1768 | loss: 0.031101 | val_loss: 0.0311663 | Time: 2872 ms [2021-08-11 03:02:15 main:574] : INFO : Epoch 1769 | loss: 0.0311245 | val_loss: 0.031158 | Time: 2955.5 ms [2021-08-11 03:02:18 main:574] : INFO : Epoch 1770 | loss: 0.0311302 | val_loss: 0.0311461 | Time: 2832.13 ms [2021-08-11 03:02:21 main:574] : INFO : Epoch 1771 | loss: 0.0311234 | val_loss: 0.0311459 | Time: 2852.27 ms [2021-08-11 03:02:23 main:574] : INFO : Epoch 1772 | loss: 0.0311192 | val_loss: 0.0311472 | Time: 2873.03 ms [2021-08-11 03:02:26 main:574] : INFO : Epoch 1773 | loss: 0.0311168 | val_loss: 0.0311515 | Time: 2858.58 ms [2021-08-11 03:02:29 main:574] : INFO : Epoch 1774 | loss: 0.0311148 | val_loss: 0.0311461 | Time: 2787.42 ms [2021-08-11 03:02:32 main:574] : INFO : Epoch 1775 | loss: 0.0311157 | val_loss: 0.0311506 | Time: 2852.27 ms [2021-08-11 03:02:35 main:574] : INFO : Epoch 1776 | loss: 0.0311093 | val_loss: 0.0311548 | Time: 2872.94 ms [2021-08-11 03:02:38 main:574] : INFO : Epoch 1777 | loss: 0.0311112 | val_loss: 0.0311528 | Time: 2970.93 ms [2021-08-11 03:02:41 main:574] : INFO : Epoch 1778 | loss: 0.0311083 | val_loss: 0.0311565 | Time: 2861.49 ms [2021-08-11 03:02:44 main:574] : INFO : Epoch 1779 | loss: 0.031106 | val_loss: 0.0311515 | Time: 2903.7 ms [2021-08-11 03:02:47 main:574] : INFO : Epoch 1780 | loss: 0.0311074 | val_loss: 0.0311577 | Time: 2861.01 ms [2021-08-11 03:02:49 main:574] : INFO : Epoch 1781 | loss: 0.0311044 | val_loss: 0.0311561 | Time: 2773.76 ms [2021-08-11 03:02:52 main:574] : INFO : Epoch 1782 | loss: 0.0311035 | val_loss: 0.0311552 | Time: 2845.72 ms [2021-08-11 03:02:55 main:574] : INFO : Epoch 1783 | loss: 0.0311044 | val_loss: 0.0311601 | Time: 2971.17 ms [2021-08-11 03:02:58 main:574] : INFO : Epoch 1784 | loss: 0.0311023 | val_loss: 0.0311626 | Time: 2863.31 ms [2021-08-11 03:03:01 main:574] : INFO : Epoch 1785 | loss: 0.0311065 | val_loss: 0.0311636 | Time: 2938.05 ms [2021-08-11 03:03:04 main:574] : INFO : Epoch 1786 | loss: 0.0311078 | val_loss: 0.0311583 | Time: 2904.07 ms [2021-08-11 03:03:07 main:574] : INFO : Epoch 1787 | loss: 0.0311068 | val_loss: 0.0311514 | Time: 2803.12 ms [2021-08-11 03:03:10 main:574] : INFO : Epoch 1788 | loss: 0.0311038 | val_loss: 0.0311635 | Time: 2955.21 ms [2021-08-11 03:03:13 main:574] : INFO : Epoch 1789 | loss: 0.0311022 | val_loss: 0.0311537 | Time: 3005.06 ms [2021-08-11 03:03:16 main:574] : INFO : Epoch 1790 | loss: 0.031102 | val_loss: 0.0311635 | Time: 2862.44 ms [2021-08-11 03:03:19 main:574] : INFO : Epoch 1791 | loss: 0.0310997 | val_loss: 0.0311633 | Time: 2888.78 ms [2021-08-11 03:03:22 main:574] : INFO : Epoch 1792 | loss: 0.0310993 | val_loss: 0.0311553 | Time: 2828.89 ms [2021-08-11 03:03:24 main:574] : INFO : Epoch 1793 | loss: 0.0311 | val_loss: 0.0311694 | Time: 2822.01 ms [2021-08-11 03:03:27 main:574] : INFO : Epoch 1794 | loss: 0.031103 | val_loss: 0.0311636 | Time: 2861.17 ms [2021-08-11 03:03:30 main:574] : INFO : Epoch 1795 | loss: 0.0311027 | val_loss: 0.0311746 | Time: 2912.93 ms [2021-08-11 03:03:33 main:574] : INFO : Epoch 1796 | loss: 0.0311097 | val_loss: 0.0311664 | Time: 2902.4 ms [2021-08-11 03:03:36 main:574] : INFO : Epoch 1797 | loss: 0.0311024 | val_loss: 0.0311645 | Time: 2818.11 ms [2021-08-11 03:03:39 main:574] : INFO : Epoch 1798 | loss: 0.0311008 | val_loss: 0.0311601 | Time: 2807.05 ms [2021-08-11 03:03:42 main:574] : INFO : Epoch 1799 | loss: 0.0311015 | val_loss: 0.0311593 | Time: 2768.49 ms [2021-08-11 03:03:44 main:574] : INFO : Epoch 1800 | loss: 0.0311004 | val_loss: 0.0311599 | Time: 2872.73 ms [2021-08-11 03:03:47 main:574] : INFO : Epoch 1801 | loss: 0.0310996 | val_loss: 0.0311649 | Time: 2859.93 ms [2021-08-11 03:03:50 main:574] : INFO : Epoch 1802 | loss: 0.0311018 | val_loss: 0.0311653 | Time: 2925.13 ms [2021-08-11 03:03:53 main:574] : INFO : Epoch 1803 | loss: 0.0310982 | val_loss: 0.0311604 | Time: 2891.96 ms [2021-08-11 03:03:56 main:574] : INFO : Epoch 1804 | loss: 0.031097 | val_loss: 0.0311613 | Time: 2888.49 ms [2021-08-11 03:03:59 main:574] : INFO : Epoch 1805 | loss: 0.0310983 | val_loss: 0.0311599 | Time: 2832.93 ms [2021-08-11 03:04:02 main:574] : INFO : Epoch 1806 | loss: 0.0310959 | val_loss: 0.0311562 | Time: 2868.06 ms [2021-08-11 03:04:05 main:574] : INFO : Epoch 1807 | loss: 0.0310971 | val_loss: 0.0311716 | Time: 2827.66 ms [2021-08-11 03:04:07 main:574] : INFO : Epoch 1808 | loss: 0.0311 | val_loss: 0.0311574 | Time: 2865.18 ms [2021-08-11 03:04:11 main:574] : INFO : Epoch 1809 | loss: 0.0311031 | val_loss: 0.0311686 | Time: 2869.25 ms [2021-08-11 03:04:14 main:574] : INFO : Epoch 1810 | loss: 0.0311006 | val_loss: 0.0311595 | Time: 2812.51 ms [2021-08-11 03:04:16 main:574] : INFO : Epoch 1811 | loss: 0.0310974 | val_loss: 0.0311642 | Time: 2904.93 ms [2021-08-11 03:04:19 main:574] : INFO : Epoch 1812 | loss: 0.0311001 | val_loss: 0.0311644 | Time: 2930.69 ms [2021-08-11 03:04:22 main:574] : INFO : Epoch 1813 | loss: 0.0311012 | val_loss: 0.0311632 | Time: 2803.37 ms [2021-08-11 03:04:25 main:574] : INFO : Epoch 1814 | loss: 0.0311037 | val_loss: 0.031165 | Time: 2722.23 ms [2021-08-11 03:04:28 main:574] : INFO : Epoch 1815 | loss: 0.0311037 | val_loss: 0.0311571 | Time: 2872.2 ms [2021-08-11 03:04:31 main:574] : INFO : Epoch 1816 | loss: 0.0311121 | val_loss: 0.0311599 | Time: 2921.63 ms [2021-08-11 03:04:34 main:574] : INFO : Epoch 1817 | loss: 0.0311061 | val_loss: 0.0311573 | Time: 2850.29 ms [2021-08-11 03:04:37 main:574] : INFO : Epoch 1818 | loss: 0.0311038 | val_loss: 0.0311574 | Time: 2860.16 ms [2021-08-11 03:04:39 main:574] : INFO : Epoch 1819 | loss: 0.0310995 | val_loss: 0.0311566 | Time: 2841.27 ms [2021-08-11 03:04:42 main:574] : INFO : Epoch 1820 | loss: 0.0310994 | val_loss: 0.031161 | Time: 2876.3 ms [2021-08-11 03:04:45 main:574] : INFO : Epoch 1821 | loss: 0.0310992 | val_loss: 0.0311609 | Time: 2898.96 ms [2021-08-11 03:04:48 main:574] : INFO : Epoch 1822 | loss: 0.0310983 | val_loss: 0.0311609 | Time: 2906.93 ms [2021-08-11 03:04:51 main:574] : INFO : Epoch 1823 | loss: 0.0310985 | val_loss: 0.0311561 | Time: 2896.87 ms [2021-08-11 03:04:54 main:574] : INFO : Epoch 1824 | loss: 0.0311026 | val_loss: 0.0311617 | Time: 2937.61 ms [2021-08-11 03:04:57 main:574] : INFO : Epoch 1825 | loss: 0.0311012 | val_loss: 0.0311639 | Time: 2801.06 ms [2021-08-11 03:05:00 main:574] : INFO : Epoch 1826 | loss: 0.0311038 | val_loss: 0.0311557 | Time: 2877.79 ms [2021-08-11 03:05:02 main:574] : INFO : Epoch 1827 | loss: 0.0311147 | val_loss: 0.0311504 | Time: 2869.27 ms [2021-08-11 03:05:05 main:574] : INFO : Epoch 1828 | loss: 0.0311097 | val_loss: 0.0311528 | Time: 2919.57 ms [2021-08-11 03:05:08 main:574] : INFO : Epoch 1829 | loss: 0.0311062 | val_loss: 0.031156 | Time: 2910.67 ms [2021-08-11 03:05:11 main:574] : INFO : Epoch 1830 | loss: 0.0311038 | val_loss: 0.0311539 | Time: 2750.78 ms [2021-08-11 03:05:14 main:574] : INFO : Epoch 1831 | loss: 0.0311004 | val_loss: 0.0311554 | Time: 2886.98 ms [2021-08-11 03:05:17 main:574] : INFO : Epoch 1832 | loss: 0.0311023 | val_loss: 0.0311575 | Time: 2787.36 ms [2021-08-11 03:05:20 main:574] : INFO : Epoch 1833 | loss: 0.031102 | val_loss: 0.0311666 | Time: 2826.81 ms [2021-08-11 03:05:23 main:574] : INFO : Epoch 1834 | loss: 0.0310992 | val_loss: 0.0311535 | Time: 2883.83 ms [2021-08-11 03:05:26 main:574] : INFO : Epoch 1835 | loss: 0.0310988 | val_loss: 0.0311618 | Time: 2866.32 ms [2021-08-11 03:05:29 main:574] : INFO : Epoch 1836 | loss: 0.0310977 | val_loss: 0.0311649 | Time: 2901.6 ms [2021-08-11 03:05:31 main:574] : INFO : Epoch 1837 | loss: 0.0310977 | val_loss: 0.0311721 | Time: 2804.32 ms [2021-08-11 03:05:34 main:574] : INFO : Epoch 1838 | loss: 0.0310993 | val_loss: 0.031158 | Time: 2842.47 ms [2021-08-11 03:05:37 main:574] : INFO : Epoch 1839 | loss: 0.0311026 | val_loss: 0.0311534 | Time: 2786.26 ms [2021-08-11 03:05:40 main:574] : INFO : Epoch 1840 | loss: 0.0311017 | val_loss: 0.0311584 | Time: 2828.8 ms [2021-08-11 03:05:43 main:574] : INFO : Epoch 1841 | loss: 0.0311046 | val_loss: 0.0311592 | Time: 2918.89 ms [2021-08-11 03:05:46 main:574] : INFO : Epoch 1842 | loss: 0.0311053 | val_loss: 0.0311577 | Time: 2871.79 ms [2021-08-11 03:05:49 main:574] : INFO : Epoch 1843 | loss: 0.0311077 | val_loss: 0.031158 | Time: 2809.87 ms [2021-08-11 03:05:52 main:574] : INFO : Epoch 1844 | loss: 0.0311094 | val_loss: 0.0311553 | Time: 2954.88 ms [2021-08-11 03:05:54 main:574] : INFO : Epoch 1845 | loss: 0.0311075 | val_loss: 0.0311681 | Time: 2924.6 ms [2021-08-11 03:05:57 main:574] : INFO : Epoch 1846 | loss: 0.0311044 | val_loss: 0.0311556 | Time: 2695.25 ms [2021-08-11 03:06:00 main:574] : INFO : Epoch 1847 | loss: 0.0311038 | val_loss: 0.0311643 | Time: 2829.25 ms [2021-08-11 03:06:03 main:574] : INFO : Epoch 1848 | loss: 0.0311006 | val_loss: 0.0311656 | Time: 2936.49 ms [2021-08-11 03:06:06 main:574] : INFO : Epoch 1849 | loss: 0.0311029 | val_loss: 0.0311617 | Time: 2907.24 ms [2021-08-11 03:06:09 main:574] : INFO : Epoch 1850 | loss: 0.0311032 | val_loss: 0.0311609 | Time: 2866.74 ms [2021-08-11 03:06:12 main:574] : INFO : Epoch 1851 | loss: 0.0311025 | val_loss: 0.031155 | Time: 2848.59 ms [2021-08-11 03:06:14 main:574] : INFO : Epoch 1852 | loss: 0.0311011 | val_loss: 0.0311698 | Time: 2845.77 ms [2021-08-11 03:06:17 main:574] : INFO : Epoch 1853 | loss: 0.0311011 | val_loss: 0.0311626 | Time: 2912.56 ms [2021-08-11 03:06:20 main:574] : INFO : Epoch 1854 | loss: 0.0310972 | val_loss: 0.0311612 | Time: 2942.81 ms [2021-08-11 03:06:23 main:574] : INFO : Epoch 1855 | loss: 0.0310984 | val_loss: 0.0311662 | Time: 2814.97 ms [2021-08-11 03:06:26 main:574] : INFO : Epoch 1856 | loss: 0.0310946 | val_loss: 0.0311612 | Time: 2812.22 ms [2021-08-11 03:06:29 main:574] : INFO : Epoch 1857 | loss: 0.0310955 | val_loss: 0.031161 | Time: 2815.52 ms [2021-08-11 03:06:32 main:574] : INFO : Epoch 1858 | loss: 0.0310933 | val_loss: 0.0311598 | Time: 2776.74 ms [2021-08-11 03:06:35 main:574] : INFO : Epoch 1859 | loss: 0.0310958 | val_loss: 0.0311581 | Time: 2967.03 ms [2021-08-11 03:06:38 main:574] : INFO : Epoch 1860 | loss: 0.0310983 | val_loss: 0.0311601 | Time: 2835.68 ms [2021-08-11 03:06:41 main:574] : INFO : Epoch 1861 | loss: 0.0311024 | val_loss: 0.0311558 | Time: 2946.98 ms [2021-08-11 03:06:44 main:574] : INFO : Epoch 1862 | loss: 0.0310993 | val_loss: 0.0311585 | Time: 2771.09 ms [2021-08-11 03:06:47 main:574] : INFO : Epoch 1863 | loss: 0.0310961 | val_loss: 0.0311574 | Time: 2959.65 ms [2021-08-11 03:06:49 main:574] : INFO : Epoch 1864 | loss: 0.0310991 | val_loss: 0.0311645 | Time: 2761.63 ms [2021-08-11 03:06:52 main:574] : INFO : Epoch 1865 | loss: 0.0311047 | val_loss: 0.0311619 | Time: 2941.26 ms [2021-08-11 03:06:55 main:574] : INFO : Epoch 1866 | loss: 0.0311011 | val_loss: 0.031164 | Time: 2872.37 ms [2021-08-11 03:06:58 main:574] : INFO : Epoch 1867 | loss: 0.0311 | val_loss: 0.0311673 | Time: 2847.07 ms [2021-08-11 03:07:01 main:574] : INFO : Epoch 1868 | loss: 0.0311 | val_loss: 0.0311723 | Time: 2916.31 ms [2021-08-11 03:07:04 main:574] : INFO : Epoch 1869 | loss: 0.031099 | val_loss: 0.0311586 | Time: 2829.42 ms [2021-08-11 03:07:07 main:574] : INFO : Epoch 1870 | loss: 0.0310996 | val_loss: 0.0311619 | Time: 2856.2 ms [2021-08-11 03:07:09 main:574] : INFO : Epoch 1871 | loss: 0.0311006 | val_loss: 0.0311682 | Time: 2888.86 ms [2021-08-11 03:07:12 main:574] : INFO : Epoch 1872 | loss: 0.0311008 | val_loss: 0.0311646 | Time: 2808.08 ms [2021-08-11 03:07:15 main:574] : INFO : Epoch 1873 | loss: 0.0311 | val_loss: 0.0311584 | Time: 2757.67 ms [2021-08-11 03:07:18 main:574] : INFO : Epoch 1874 | loss: 0.0311026 | val_loss: 0.0311637 | Time: 2802.52 ms [2021-08-11 03:07:21 main:574] : INFO : Epoch 1875 | loss: 0.0311005 | val_loss: 0.0311569 | Time: 2820.09 ms [2021-08-11 03:07:24 main:574] : INFO : Epoch 1876 | loss: 0.031118 | val_loss: 0.0311547 | Time: 2809.27 ms [2021-08-11 03:07:26 main:574] : INFO : Epoch 1877 | loss: 0.0311128 | val_loss: 0.0311672 | Time: 2710.52 ms [2021-08-11 03:07:29 main:574] : INFO : Epoch 1878 | loss: 0.0311127 | val_loss: 0.0311636 | Time: 2757.83 ms [2021-08-11 03:07:32 main:574] : INFO : Epoch 1879 | loss: 0.0311127 | val_loss: 0.0311561 | Time: 2863.69 ms [2021-08-11 03:07:35 main:574] : INFO : Epoch 1880 | loss: 0.0311121 | val_loss: 0.0311632 | Time: 2846.53 ms [2021-08-11 03:07:38 main:574] : INFO : Epoch 1881 | loss: 0.0311148 | val_loss: 0.0311597 | Time: 2799.72 ms [2021-08-11 03:07:41 main:574] : INFO : Epoch 1882 | loss: 0.0311113 | val_loss: 0.031162 | Time: 2823.4 ms [2021-08-11 03:07:44 main:574] : INFO : Epoch 1883 | loss: 0.0311085 | val_loss: 0.0311595 | Time: 2787.26 ms [2021-08-11 03:07:47 main:574] : INFO : Epoch 1884 | loss: 0.0311095 | val_loss: 0.031168 | Time: 2943.53 ms [2021-08-11 03:07:49 main:574] : INFO : Epoch 1885 | loss: 0.0311074 | val_loss: 0.0311641 | Time: 2898.3 ms [2021-08-11 03:07:52 main:574] : INFO : Epoch 1886 | loss: 0.0311022 | val_loss: 0.0311592 | Time: 2835.06 ms [2021-08-11 03:07:55 main:574] : INFO : Epoch 1887 | loss: 0.0311013 | val_loss: 0.031161 | Time: 2887.71 ms [2021-08-11 03:07:58 main:574] : INFO : Epoch 1888 | loss: 0.0311034 | val_loss: 0.0311594 | Time: 2867.47 ms [2021-08-11 03:08:01 main:574] : INFO : Epoch 1889 | loss: 0.0311085 | val_loss: 0.0311624 | Time: 2922.31 ms [2021-08-11 03:08:04 main:574] : INFO : Epoch 1890 | loss: 0.0311169 | val_loss: 0.0311674 | Time: 2853.7 ms [2021-08-11 03:08:07 main:574] : INFO : Epoch 1891 | loss: 0.031118 | val_loss: 0.0311582 | Time: 2920.81 ms [2021-08-11 03:08:10 main:574] : INFO : Epoch 1892 | loss: 0.0311147 | val_loss: 0.0311576 | Time: 2876.36 ms [2021-08-11 03:08:13 main:574] : INFO : Epoch 1893 | loss: 0.0311095 | val_loss: 0.0311578 | Time: 2913.61 ms [2021-08-11 03:08:15 main:574] : INFO : Epoch 1894 | loss: 0.0311083 | val_loss: 0.0311625 | Time: 2838.78 ms [2021-08-11 03:08:18 main:574] : INFO : Epoch 1895 | loss: 0.0311123 | val_loss: 0.0311604 | Time: 2912.25 ms [2021-08-11 03:08:21 main:574] : INFO : Epoch 1896 | loss: 0.0311069 | val_loss: 0.0311625 | Time: 2824.4 ms [2021-08-11 03:08:24 main:574] : INFO : Epoch 1897 | loss: 0.0311044 | val_loss: 0.0311605 | Time: 2766.25 ms [2021-08-11 03:08:27 main:574] : INFO : Epoch 1898 | loss: 0.0311034 | val_loss: 0.0311653 | Time: 2858.29 ms [2021-08-11 03:08:30 main:574] : INFO : Epoch 1899 | loss: 0.0311057 | val_loss: 0.03117 | Time: 2876.6 ms [2021-08-11 03:08:33 main:574] : INFO : Epoch 1900 | loss: 0.0311006 | val_loss: 0.03117 | Time: 2883.25 ms [2021-08-11 03:08:35 main:574] : INFO : Epoch 1901 | loss: 0.0310999 | val_loss: 0.0311671 | Time: 2839.7 ms [2021-08-11 03:08:38 main:574] : INFO : Epoch 1902 | loss: 0.0311035 | val_loss: 0.0311599 | Time: 2817.43 ms [2021-08-11 03:08:42 main:574] : INFO : Epoch 1903 | loss: 0.0311096 | val_loss: 0.0311783 | Time: 2904.13 ms [2021-08-11 03:08:44 main:574] : INFO : Epoch 1904 | loss: 0.033442 | val_loss: 0.0415854 | Time: 2822.23 ms [2021-08-11 03:08:47 main:574] : INFO : Epoch 1905 | loss: 0.0413144 | val_loss: 0.0385078 | Time: 2940.77 ms [2021-08-11 03:08:50 main:574] : INFO : Epoch 1906 | loss: 0.0326877 | val_loss: 0.0314188 | Time: 2866.95 ms [2021-08-11 03:08:53 main:574] : INFO : Epoch 1907 | loss: 0.0314012 | val_loss: 0.0312946 | Time: 2931.69 ms [2021-08-11 03:08:56 main:574] : INFO : Epoch 1908 | loss: 0.0312726 | val_loss: 0.0312443 | Time: 2888.51 ms [2021-08-11 03:08:59 main:574] : INFO : Epoch 1909 | loss: 0.0312386 | val_loss: 0.0312355 | Time: 2871 ms [2021-08-11 03:09:02 main:574] : INFO : Epoch 1910 | loss: 0.031228 | val_loss: 0.0312253 | Time: 2743.77 ms [2021-08-11 03:09:05 main:574] : INFO : Epoch 1911 | loss: 0.0312194 | val_loss: 0.0312165 | Time: 2910.87 ms [2021-08-11 03:09:08 main:574] : INFO : Epoch 1912 | loss: 0.0312134 | val_loss: 0.0312128 | Time: 2893.49 ms [2021-08-11 03:09:10 main:574] : INFO : Epoch 1913 | loss: 0.0312066 | val_loss: 0.0312061 | Time: 2830.13 ms [2021-08-11 03:09:13 main:574] : INFO : Epoch 1914 | loss: 0.0311984 | val_loss: 0.0311993 | Time: 2847.71 ms [2021-08-11 03:09:16 main:574] : INFO : Epoch 1915 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 2988.65 ms [2021-08-11 03:09:19 main:574] : INFO : Epoch 1916 | loss: 0.0311869 | val_loss: 0.0311887 | Time: 2837.89 ms [2021-08-11 03:09:22 main:574] : INFO : Epoch 1917 | loss: 0.0311844 | val_loss: 0.0311872 | Time: 2888.7 ms [2021-08-11 03:09:25 main:574] : INFO : Epoch 1918 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2925.64 ms [2021-08-11 03:09:28 main:574] : INFO : Epoch 1919 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 2780.11 ms [2021-08-11 03:09:31 main:574] : INFO : Epoch 1920 | loss: 0.0311803 | val_loss: 0.031185 | Time: 2859.43 ms [2021-08-11 03:09:33 main:574] : INFO : Epoch 1921 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 2812.46 ms [2021-08-11 03:09:36 main:574] : INFO : Epoch 1922 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 2883.26 ms [2021-08-11 03:09:39 main:574] : INFO : Epoch 1923 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 2887.28 ms [2021-08-11 03:09:42 main:574] : INFO : Epoch 1924 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 2886.45 ms [2021-08-11 03:09:45 main:574] : INFO : Epoch 1925 | loss: 0.0311758 | val_loss: 0.031181 | Time: 2801.83 ms [2021-08-11 03:09:48 main:574] : INFO : Epoch 1926 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 2818.32 ms [2021-08-11 03:09:51 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.031179 | Time: 2971.8 ms [2021-08-11 03:09:54 main:574] : INFO : Epoch 1928 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 2791.33 ms [2021-08-11 03:09:57 main:574] : INFO : Epoch 1929 | loss: 0.0311728 | val_loss: 0.03118 | Time: 2948.27 ms [2021-08-11 03:10:00 main:574] : INFO : Epoch 1930 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 2929.48 ms [2021-08-11 03:10:03 main:574] : INFO : Epoch 1931 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2849.23 ms [2021-08-11 03:10:05 main:574] : INFO : Epoch 1932 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 2881.32 ms [2021-08-11 03:10:08 main:574] : INFO : Epoch 1933 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 2865.75 ms [2021-08-11 03:10:11 main:574] : INFO : Epoch 1934 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 2763.08 ms [2021-08-11 03:10:14 main:574] : INFO : Epoch 1935 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 2890.4 ms [2021-08-11 03:10:17 main:574] : INFO : Epoch 1936 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 2821.24 ms [2021-08-11 03:10:20 main:574] : INFO : Epoch 1937 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 2871.2 ms [2021-08-11 03:10:23 main:574] : INFO : Epoch 1938 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 2954.2 ms [2021-08-11 03:10:26 main:574] : INFO : Epoch 1939 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 2999.26 ms [2021-08-11 03:10:29 main:574] : INFO : Epoch 1940 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 2935.31 ms [2021-08-11 03:10:31 main:574] : INFO : Epoch 1941 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 2811.77 ms [2021-08-11 03:10:34 main:574] : INFO : Epoch 1942 | loss: 0.0311687 | val_loss: 0.031179 | Time: 2846.63 ms [2021-08-11 03:10:37 main:574] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2817.73 ms [2021-08-11 03:10:40 main:574] : INFO : Epoch 1944 | loss: 0.0311695 | val_loss: 0.0311758 | Time: 2973.81 ms [2021-08-11 03:10:43 main:574] : INFO : Epoch 1945 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 2859.74 ms [2021-08-11 03:10:46 main:574] : INFO : Epoch 1946 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 2887.49 ms [2021-08-11 03:10:49 main:574] : INFO : Epoch 1947 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 3060.77 ms [2021-08-11 03:10:52 main:574] : INFO : Epoch 1948 | loss: 0.0311663 | val_loss: 0.0311852 | Time: 2760.95 ms [2021-08-11 03:10:55 main:574] : INFO : Epoch 1949 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2827.94 ms [2021-08-11 03:10:58 main:574] : INFO : Epoch 1950 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 2869.81 ms [2021-08-11 03:11:01 main:574] : INFO : Epoch 1951 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 2904.77 ms [2021-08-11 03:11:04 main:574] : INFO : Epoch 1952 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2824.68 ms [2021-08-11 03:11:06 main:574] : INFO : Epoch 1953 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 2815.48 ms [2021-08-11 03:11:09 main:574] : INFO : Epoch 1954 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2772.64 ms [2021-08-11 03:11:12 main:574] : INFO : Epoch 1955 | loss: 0.0311689 | val_loss: 0.0311718 | Time: 2845 ms [2021-08-11 03:11:15 main:574] : INFO : Epoch 1956 | loss: 0.0311642 | val_loss: 0.0311698 | Time: 2838.76 ms [2021-08-11 03:11:18 main:574] : INFO : Epoch 1957 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 2964.13 ms [2021-08-11 03:11:21 main:574] : INFO : Epoch 1958 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 2801.24 ms [2021-08-11 03:11:24 main:574] : INFO : Epoch 1959 | loss: 0.0311625 | val_loss: 0.0311662 | Time: 2895.45 ms [2021-08-11 03:11:27 main:574] : INFO : Epoch 1960 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 2897.47 ms [2021-08-11 03:11:29 main:574] : INFO : Epoch 1961 | loss: 0.0311609 | val_loss: 0.031166 | Time: 2873.34 ms [2021-08-11 03:11:32 main:574] : INFO : Epoch 1962 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 2801.66 ms [2021-08-11 03:11:35 main:574] : INFO : Epoch 1963 | loss: 0.0311577 | val_loss: 0.031165 | Time: 2787.42 ms [2021-08-11 03:11:38 main:574] : INFO : Epoch 1964 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 2902.38 ms [2021-08-11 03:11:41 main:574] : INFO : Epoch 1965 | loss: 0.0311551 | val_loss: 0.0311646 | Time: 2826.58 ms [2021-08-11 03:11:44 main:574] : INFO : Epoch 1966 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 2870.11 ms [2021-08-11 03:11:47 main:574] : INFO : Epoch 1967 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 2978.1 ms [2021-08-11 03:11:49 main:574] : INFO : Epoch 1968 | loss: 0.0311536 | val_loss: 0.0311601 | Time: 2867.09 ms [2021-08-11 03:11:52 main:574] : INFO : Epoch 1969 | loss: 0.0311542 | val_loss: 0.0311601 | Time: 2918.78 ms [2021-08-11 03:11:55 main:574] : INFO : Epoch 1970 | loss: 0.031161 | val_loss: 0.0311686 | Time: 2959.56 ms [2021-08-11 03:11:58 main:574] : INFO : Epoch 1971 | loss: 0.031167 | val_loss: 0.0311685 | Time: 2947.11 ms [2021-08-11 03:12:01 main:574] : INFO : Epoch 1972 | loss: 0.031165 | val_loss: 0.031167 | Time: 2774.15 ms [2021-08-11 03:12:04 main:574] : INFO : Epoch 1973 | loss: 0.0311639 | val_loss: 0.0311838 | Time: 2894.48 ms [2021-08-11 03:12:07 main:574] : INFO : Epoch 1974 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 2820.3 ms [2021-08-11 03:12:10 main:574] : INFO : Epoch 1975 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 2925.73 ms [2021-08-11 03:12:13 main:574] : INFO : Epoch 1976 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 2809.98 ms [2021-08-11 03:12:16 main:574] : INFO : Epoch 1977 | loss: 0.0311545 | val_loss: 0.0311627 | Time: 2893.53 ms [2021-08-11 03:12:19 main:574] : INFO : Epoch 1978 | loss: 0.0311539 | val_loss: 0.0311608 | Time: 2877.9 ms [2021-08-11 03:12:22 main:574] : INFO : Epoch 1979 | loss: 0.0311517 | val_loss: 0.0311593 | Time: 2871.22 ms [2021-08-11 03:12:24 main:574] : INFO : Epoch 1980 | loss: 0.0311528 | val_loss: 0.0311595 | Time: 2822.26 ms [2021-08-11 03:12:27 main:574] : INFO : Epoch 1981 | loss: 0.0311526 | val_loss: 0.0311614 | Time: 2852.16 ms [2021-08-11 03:12:30 main:574] : INFO : Epoch 1982 | loss: 0.03115 | val_loss: 0.0311615 | Time: 2862.52 ms [2021-08-11 03:12:33 main:574] : INFO : Epoch 1983 | loss: 0.0311491 | val_loss: 0.0311574 | Time: 2871.88 ms [2021-08-11 03:12:36 main:574] : INFO : Epoch 1984 | loss: 0.0311472 | val_loss: 0.031163 | Time: 2836.03 ms [2021-08-11 03:12:39 main:574] : INFO : Epoch 1985 | loss: 0.03115 | val_loss: 0.0311567 | Time: 2812.61 ms [2021-08-11 03:12:42 main:574] : INFO : Epoch 1986 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 2961.4 ms [2021-08-11 03:12:45 main:574] : INFO : Epoch 1987 | loss: 0.031153 | val_loss: 0.0311562 | Time: 3021.26 ms [2021-08-11 03:12:48 main:574] : INFO : Epoch 1988 | loss: 0.0311502 | val_loss: 0.0311588 | Time: 2930.41 ms [2021-08-11 03:12:51 main:574] : INFO : Epoch 1989 | loss: 0.0311455 | val_loss: 0.0311558 | Time: 2903.27 ms [2021-08-11 03:12:54 main:574] : INFO : Epoch 1990 | loss: 0.0311471 | val_loss: 0.0311576 | Time: 2918.17 ms [2021-08-11 03:12:56 main:574] : INFO : Epoch 1991 | loss: 0.0311435 | val_loss: 0.0311567 | Time: 2831.43 ms [2021-08-11 03:12:59 main:574] : INFO : Epoch 1992 | loss: 0.0311464 | val_loss: 0.0311568 | Time: 2817.4 ms [2021-08-11 03:13:02 main:574] : INFO : Epoch 1993 | loss: 0.0311508 | val_loss: 0.0311638 | Time: 2903.64 ms [2021-08-11 03:13:05 main:574] : INFO : Epoch 1994 | loss: 0.0311462 | val_loss: 0.0311555 | Time: 2916.84 ms [2021-08-11 03:13:08 main:574] : INFO : Epoch 1995 | loss: 0.0311431 | val_loss: 0.0311563 | Time: 2804.98 ms [2021-08-11 03:13:11 main:574] : INFO : Epoch 1996 | loss: 0.0311401 | val_loss: 0.0311559 | Time: 2914.99 ms [2021-08-11 03:13:14 main:574] : INFO : Epoch 1997 | loss: 0.0311426 | val_loss: 0.0311582 | Time: 2842.64 ms [2021-08-11 03:13:17 main:574] : INFO : Epoch 1998 | loss: 0.0311425 | val_loss: 0.0311559 | Time: 2804.5 ms [2021-08-11 03:13:20 main:574] : INFO : Epoch 1999 | loss: 0.0311454 | val_loss: 0.0311555 | Time: 2814.01 ms [2021-08-11 03:13:23 main:574] : INFO : Epoch 2000 | loss: 0.0311545 | val_loss: 0.0311823 | Time: 2832.05 ms [2021-08-11 03:13:25 main:574] : INFO : Epoch 2001 | loss: 0.0311544 | val_loss: 0.031154 | Time: 2881.47 ms [2021-08-11 03:13:28 main:574] : INFO : Epoch 2002 | loss: 0.0311425 | val_loss: 0.0311538 | Time: 2878.76 ms [2021-08-11 03:13:31 main:574] : INFO : Epoch 2003 | loss: 0.0311422 | val_loss: 0.0311544 | Time: 2856.86 ms [2021-08-11 03:13:34 main:574] : INFO : Epoch 2004 | loss: 0.0311379 | val_loss: 0.031155 | Time: 2837.29 ms [2021-08-11 03:13:37 main:574] : INFO : Epoch 2005 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 2934.95 ms [2021-08-11 03:13:40 main:574] : INFO : Epoch 2006 | loss: 0.0311433 | val_loss: 0.031154 | Time: 2891.3 ms [2021-08-11 03:13:43 main:574] : INFO : Epoch 2007 | loss: 0.0311424 | val_loss: 0.0311627 | Time: 2971.72 ms [2021-08-11 03:13:46 main:574] : INFO : Epoch 2008 | loss: 0.0311444 | val_loss: 0.0311552 | Time: 2840.36 ms [2021-08-11 03:13:48 main:574] : INFO : Epoch 2009 | loss: 0.031138 | val_loss: 0.031153 | Time: 2833.53 ms [2021-08-11 03:13:51 main:574] : INFO : Epoch 2010 | loss: 0.0311385 | val_loss: 0.031159 | Time: 2887.29 ms [2021-08-11 03:13:54 main:574] : INFO : Epoch 2011 | loss: 0.031141 | val_loss: 0.031155 | Time: 3087.58 ms [2021-08-11 03:13:57 main:574] : INFO : Epoch 2012 | loss: 0.0311383 | val_loss: 0.031153 | Time: 2859.53 ms [2021-08-11 03:14:00 main:574] : INFO : Epoch 2013 | loss: 0.0311372 | val_loss: 0.0311527 | Time: 2832.48 ms [2021-08-11 03:14:03 main:574] : INFO : Epoch 2014 | loss: 0.0311388 | val_loss: 0.0311547 | Time: 2812.37 ms [2021-08-11 03:14:06 main:574] : INFO : Epoch 2015 | loss: 0.0311414 | val_loss: 0.0311517 | Time: 2933.19 ms [2021-08-11 03:14:09 main:574] : INFO : Epoch 2016 | loss: 0.0311338 | val_loss: 0.0311527 | Time: 2911.07 ms [2021-08-11 03:14:12 main:574] : INFO : Epoch 2017 | loss: 0.0311324 | val_loss: 0.0311547 | Time: 2849.6 ms [2021-08-11 03:14:15 main:574] : INFO : Epoch 2018 | loss: 0.0311365 | val_loss: 0.031154 | Time: 2940.95 ms [2021-08-11 03:14:18 main:574] : INFO : Epoch 2019 | loss: 0.0311331 | val_loss: 0.0311515 | Time: 2871.64 ms [2021-08-11 03:14:21 main:574] : INFO : Epoch 2020 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 2889.55 ms [2021-08-11 03:14:24 main:574] : INFO : Epoch 2021 | loss: 0.0311322 | val_loss: 0.0311524 | Time: 2806.03 ms [2021-08-11 03:14:27 main:574] : INFO : Epoch 2022 | loss: 0.0311343 | val_loss: 0.0311599 | Time: 2893.82 ms [2021-08-11 03:14:29 main:574] : INFO : Epoch 2023 | loss: 0.0311363 | val_loss: 0.0311505 | Time: 2817.5 ms [2021-08-11 03:14:32 main:574] : INFO : Epoch 2024 | loss: 0.0311383 | val_loss: 0.0311661 | Time: 2773.05 ms [2021-08-11 03:14:35 main:574] : INFO : Epoch 2025 | loss: 0.0311365 | val_loss: 0.0311493 | Time: 2857.72 ms [2021-08-11 03:14:38 main:574] : INFO : Epoch 2026 | loss: 0.0311356 | val_loss: 0.0311496 | Time: 2926.42 ms [2021-08-11 03:14:41 main:574] : INFO : Epoch 2027 | loss: 0.0311327 | val_loss: 0.0311495 | Time: 2797.25 ms [2021-08-11 03:14:44 main:574] : INFO : Epoch 2028 | loss: 0.0311313 | val_loss: 0.0311486 | Time: 2876.1 ms [2021-08-11 03:14:46 main:574] : INFO : Epoch 2029 | loss: 0.0311292 | val_loss: 0.0311524 | Time: 2794.87 ms [2021-08-11 03:14:49 main:574] : INFO : Epoch 2030 | loss: 0.031132 | val_loss: 0.0311489 | Time: 2819.39 ms [2021-08-11 03:14:52 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.0311496 | Time: 2791.97 ms [2021-08-11 03:14:55 main:574] : INFO : Epoch 2032 | loss: 0.0311373 | val_loss: 0.0311521 | Time: 2895.96 ms [2021-08-11 03:14:58 main:574] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311504 | Time: 2982.69 ms [2021-08-11 03:15:01 main:574] : INFO : Epoch 2034 | loss: 0.0311395 | val_loss: 0.0311584 | Time: 2849.7 ms [2021-08-11 03:15:04 main:574] : INFO : Epoch 2035 | loss: 0.0311366 | val_loss: 0.0311499 | Time: 2749.33 ms [2021-08-11 03:15:06 main:574] : INFO : Epoch 2036 | loss: 0.0311323 | val_loss: 0.0311538 | Time: 2829.94 ms [2021-08-11 03:15:09 main:574] : INFO : Epoch 2037 | loss: 0.0311319 | val_loss: 0.0311553 | Time: 2831.45 ms [2021-08-11 03:15:12 main:574] : INFO : Epoch 2038 | loss: 0.0311372 | val_loss: 0.0311688 | Time: 2798.81 ms [2021-08-11 03:15:15 main:574] : INFO : Epoch 2039 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 2916.72 ms [2021-08-11 03:15:18 main:574] : INFO : Epoch 2040 | loss: 0.0311445 | val_loss: 0.0311531 | Time: 2879.93 ms [2021-08-11 03:15:21 main:574] : INFO : Epoch 2041 | loss: 0.0311383 | val_loss: 0.0311541 | Time: 2899.81 ms [2021-08-11 03:15:24 main:574] : INFO : Epoch 2042 | loss: 0.031136 | val_loss: 0.0311472 | Time: 2946.4 ms [2021-08-11 03:15:27 main:574] : INFO : Epoch 2043 | loss: 0.0311324 | val_loss: 0.0311502 | Time: 2813.06 ms [2021-08-11 03:15:30 main:574] : INFO : Epoch 2044 | loss: 0.0311346 | val_loss: 0.0311595 | Time: 2880.41 ms [2021-08-11 03:15:33 main:574] : INFO : Epoch 2045 | loss: 0.0311355 | val_loss: 0.0311504 | Time: 2863.18 ms [2021-08-11 03:15:36 main:574] : INFO : Epoch 2046 | loss: 0.0311333 | val_loss: 0.0311483 | Time: 2898.53 ms [2021-08-11 03:15:38 main:574] : INFO : Epoch 2047 | loss: 0.0311335 | val_loss: 0.0311535 | Time: 2790.64 ms [2021-08-11 03:15:41 main:574] : INFO : Epoch 2048 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 2914.37 ms [2021-08-11 03:15:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311561 [2021-08-11 03:15:41 main:603] : INFO : Saving end state to config to file [2021-08-11 03:15:41 main:608] : INFO : Success, exiting.. 03:15:41 (39308): 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)