Task 8719392
| Name | ParityModified-1636226766-22536-0_0 |
| Workunit | 6202754 |
| Created | 6 Nov 2021, 19:26:07 UTC |
| Sent | 11 Nov 2021, 18:50:16 UTC |
| Report deadline | 19 Nov 2021, 18:50:16 UTC |
| Received | 11 Nov 2021, 22:16:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 43 min 41 sec |
| CPU time | 1 hours 42 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311838 | val_loss: 0.0311962 | Time: 3002.28 ms [2021-11-11 14:50:33 main:574] : INFO : Epoch 1543 | loss: 0.0311746 | val_loss: 0.031205 | Time: 3042.34 ms [2021-11-11 14:50:36 main:574] : INFO : Epoch 1544 | loss: 0.0311736 | val_loss: 0.0312011 | Time: 3043.44 ms [2021-11-11 14:50:39 main:574] : INFO : Epoch 1545 | loss: 0.0311732 | val_loss: 0.0311961 | Time: 3055.91 ms [2021-11-11 14:50:42 main:574] : INFO : Epoch 1546 | loss: 0.0311709 | val_loss: 0.0312029 | Time: 3035.62 ms [2021-11-11 14:50:45 main:574] : INFO : Epoch 1547 | loss: 0.0311712 | val_loss: 0.0311967 | Time: 3037.82 ms [2021-11-11 14:50:48 main:574] : INFO : Epoch 1548 | loss: 0.0311714 | val_loss: 0.0311975 | Time: 3057 ms [2021-11-11 14:50:51 main:574] : INFO : Epoch 1549 | loss: 0.0311728 | val_loss: 0.0311998 | Time: 3034.93 ms [2021-11-11 14:50:54 main:574] : INFO : Epoch 1550 | loss: 0.0311707 | val_loss: 0.0312031 | Time: 3067.65 ms [2021-11-11 14:50:57 main:574] : INFO : Epoch 1551 | loss: 0.0311685 | val_loss: 0.0312018 | Time: 3051.83 ms [2021-11-11 14:51:00 main:574] : INFO : Epoch 1552 | loss: 0.031169 | val_loss: 0.0312059 | Time: 3031.51 ms [2021-11-11 14:51:03 main:574] : INFO : Epoch 1553 | loss: 0.0311692 | val_loss: 0.0312051 | Time: 3041.55 ms [2021-11-11 14:51:06 main:574] : INFO : Epoch 1554 | loss: 0.0311706 | val_loss: 0.0312051 | Time: 3037.61 ms [2021-11-11 14:51:09 main:574] : INFO : Epoch 1555 | loss: 0.0311695 | val_loss: 0.0311999 | Time: 3045.16 ms [2021-11-11 14:51:13 main:574] : INFO : Epoch 1556 | loss: 0.0311691 | val_loss: 0.0311979 | Time: 3041.09 ms [2021-11-11 14:51:16 main:574] : INFO : Epoch 1557 | loss: 0.0311709 | val_loss: 0.031204 | Time: 3038.71 ms [2021-11-11 14:51:19 main:574] : INFO : Epoch 1558 | loss: 0.0311673 | val_loss: 0.0312011 | Time: 3029.78 ms [2021-11-11 14:51:22 main:574] : INFO : Epoch 1559 | loss: 0.0311674 | val_loss: 0.0312016 | Time: 3023 ms [2021-11-11 14:51:25 main:574] : INFO : Epoch 1560 | loss: 0.0311726 | val_loss: 0.0312001 | Time: 3067.41 ms [2021-11-11 14:51:28 main:574] : INFO : Epoch 1561 | loss: 0.0311699 | val_loss: 0.0312034 | Time: 3030.09 ms [2021-11-11 14:51:31 main:574] : INFO : Epoch 1562 | loss: 0.0311708 | val_loss: 0.0312106 | Time: 3018 ms [2021-11-11 14:51:34 main:574] : INFO : Epoch 1563 | loss: 0.0311714 | val_loss: 0.0312007 | Time: 3042.91 ms [2021-11-11 14:51:37 main:574] : INFO : Epoch 1564 | loss: 0.0311721 | val_loss: 0.0312032 | Time: 3049.94 ms [2021-11-11 14:51:40 main:574] : INFO : Epoch 1565 | loss: 0.03117 | val_loss: 0.0311964 | Time: 3043.75 ms [2021-11-11 14:51:43 main:574] : INFO : Epoch 1566 | loss: 0.0311677 | val_loss: 0.0312069 | Time: 3058.88 ms [2021-11-11 14:51:46 main:574] : INFO : Epoch 1567 | loss: 0.0311705 | val_loss: 0.0312011 | Time: 3029.38 ms [2021-11-11 14:51:49 main:574] : INFO : Epoch 1568 | loss: 0.0311708 | val_loss: 0.0312003 | Time: 3060.63 ms [2021-11-11 14:51:52 main:574] : INFO : Epoch 1569 | loss: 0.03117 | val_loss: 0.0311989 | Time: 3061.35 ms [2021-11-11 14:51:55 main:574] : INFO : Epoch 1570 | loss: 0.0311685 | val_loss: 0.0312029 | Time: 3024.81 ms [2021-11-11 14:51:58 main:574] : INFO : Epoch 1571 | loss: 0.0311689 | val_loss: 0.0312015 | Time: 3047.26 ms [2021-11-11 14:52:01 main:574] : INFO : Epoch 1572 | loss: 0.0311682 | val_loss: 0.0312006 | Time: 3031.03 ms [2021-11-11 14:52:04 main:574] : INFO : Epoch 1573 | loss: 0.0311692 | val_loss: 0.0312035 | Time: 3058.09 ms [2021-11-11 14:52:07 main:574] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0312024 | Time: 3015.53 ms [2021-11-11 14:52:10 main:574] : INFO : Epoch 1575 | loss: 0.0311689 | val_loss: 0.0312059 | Time: 3012.93 ms [2021-11-11 14:52:14 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0312007 | Time: 3027.85 ms [2021-11-11 14:52:17 main:574] : INFO : Epoch 1577 | loss: 0.03117 | val_loss: 0.0311994 | Time: 3067.7 ms [2021-11-11 14:52:20 main:574] : INFO : Epoch 1578 | loss: 0.0311735 | val_loss: 0.0311997 | Time: 3030.41 ms [2021-11-11 14:52:23 main:574] : INFO : Epoch 1579 | loss: 0.0311681 | val_loss: 0.0312009 | Time: 3055.93 ms [2021-11-11 14:52:26 main:574] : INFO : Epoch 1580 | loss: 0.0311671 | val_loss: 0.0312055 | Time: 3058.15 ms [2021-11-11 14:52:29 main:574] : INFO : Epoch 1581 | loss: 0.03117 | val_loss: 0.0312002 | Time: 3018.59 ms [2021-11-11 14:52:32 main:574] : INFO : Epoch 1582 | loss: 0.031167 | val_loss: 0.031206 | Time: 3060.3 ms [2021-11-11 14:52:35 main:574] : INFO : Epoch 1583 | loss: 0.0311691 | val_loss: 0.0311996 | Time: 3040.97 ms [2021-11-11 14:52:38 main:574] : INFO : Epoch 1584 | loss: 0.0311695 | val_loss: 0.0312053 | Time: 3046.74 ms [2021-11-11 14:52:41 main:574] : INFO : Epoch 1585 | loss: 0.0311701 | val_loss: 0.0312046 | Time: 3077.04 ms [2021-11-11 14:52:44 main:574] : INFO : Epoch 1586 | loss: 0.0311674 | val_loss: 0.0312145 | Time: 3040.98 ms [2021-11-11 14:52:47 main:574] : INFO : Epoch 1587 | loss: 0.031171 | val_loss: 0.0312009 | Time: 3019.77 ms [2021-11-11 14:52:50 main:574] : INFO : Epoch 1588 | loss: 0.0311685 | val_loss: 0.0312049 | Time: 3037.8 ms [2021-11-11 14:52:53 main:574] : INFO : Epoch 1589 | loss: 0.031168 | val_loss: 0.0311989 | Time: 3022.17 ms [2021-11-11 14:52:56 main:574] : INFO : Epoch 1590 | loss: 0.0311685 | val_loss: 0.0312137 | Time: 3065.62 ms [2021-11-11 14:52:59 main:574] : INFO : Epoch 1591 | loss: 0.0311708 | val_loss: 0.0312006 | Time: 3044.43 ms [2021-11-11 14:53:02 main:574] : INFO : Epoch 1592 | loss: 0.0311686 | val_loss: 0.0312026 | Time: 3055.19 ms [2021-11-11 14:53:05 main:574] : INFO : Epoch 1593 | loss: 0.0311653 | val_loss: 0.0312041 | Time: 3038.63 ms [2021-11-11 14:53:09 main:574] : INFO : Epoch 1594 | loss: 0.0311659 | val_loss: 0.031202 | Time: 3040.61 ms [2021-11-11 14:53:12 main:574] : INFO : Epoch 1595 | loss: 0.0311657 | val_loss: 0.0311988 | Time: 3023.05 ms [2021-11-11 14:53:15 main:574] : INFO : Epoch 1596 | loss: 0.0311703 | val_loss: 0.0311992 | Time: 3018.11 ms [2021-11-11 14:53:18 main:574] : INFO : Epoch 1597 | loss: 0.0311695 | val_loss: 0.0312036 | Time: 3022.89 ms [2021-11-11 14:53:21 main:574] : INFO : Epoch 1598 | loss: 0.0311686 | val_loss: 0.0312002 | Time: 3059.61 ms [2021-11-11 14:53:24 main:574] : INFO : Epoch 1599 | loss: 0.031166 | val_loss: 0.0312072 | Time: 3028.01 ms [2021-11-11 14:53:27 main:574] : INFO : Epoch 1600 | loss: 0.0311658 | val_loss: 0.0312046 | Time: 3013.23 ms [2021-11-11 14:53:30 main:574] : INFO : Epoch 1601 | loss: 0.0311678 | val_loss: 0.0312017 | Time: 3040.94 ms [2021-11-11 14:53:33 main:574] : INFO : Epoch 1602 | loss: 0.0311651 | val_loss: 0.0312044 | Time: 3028.94 ms [2021-11-11 14:53:36 main:574] : INFO : Epoch 1603 | loss: 0.0311645 | val_loss: 0.0311987 | Time: 3036.24 ms [2021-11-11 14:53:39 main:574] : INFO : Epoch 1604 | loss: 0.0311645 | val_loss: 0.0312096 | Time: 3036.57 ms [2021-11-11 14:53:42 main:574] : INFO : Epoch 1605 | loss: 0.0311642 | val_loss: 0.0312015 | Time: 3021.89 ms [2021-11-11 14:53:45 main:574] : INFO : Epoch 1606 | loss: 0.0311653 | val_loss: 0.0312146 | Time: 3040.67 ms [2021-11-11 14:53:48 main:574] : INFO : Epoch 1607 | loss: 0.0311698 | val_loss: 0.0311978 | Time: 3040.66 ms [2021-11-11 14:53:51 main:574] : INFO : Epoch 1608 | loss: 0.0311682 | val_loss: 0.0312014 | Time: 3000.3 ms [2021-11-11 14:53:54 main:574] : INFO : Epoch 1609 | loss: 0.031163 | val_loss: 0.031209 | Time: 3035.67 ms [2021-11-11 14:53:57 main:574] : INFO : Epoch 1610 | loss: 0.0311639 | val_loss: 0.0312078 | Time: 3061.14 ms [2021-11-11 14:54:00 main:574] : INFO : Epoch 1611 | loss: 0.0311651 | val_loss: 0.0311971 | Time: 3008.85 ms [2021-11-11 14:54:03 main:574] : INFO : Epoch 1612 | loss: 0.0311644 | val_loss: 0.0311992 | Time: 3023.08 ms [2021-11-11 14:54:06 main:574] : INFO : Epoch 1613 | loss: 0.0311635 | val_loss: 0.0312032 | Time: 3051.18 ms [2021-11-11 14:54:09 main:574] : INFO : Epoch 1614 | loss: 0.0311627 | val_loss: 0.0312048 | Time: 3021.22 ms [2021-11-11 14:54:12 main:574] : INFO : Epoch 1615 | loss: 0.0311661 | val_loss: 0.0312092 | Time: 3017.96 ms [2021-11-11 14:54:15 main:574] : INFO : Epoch 1616 | loss: 0.0311708 | val_loss: 0.0312055 | Time: 3029.46 ms [2021-11-11 14:54:19 main:574] : INFO : Epoch 1617 | loss: 0.031168 | val_loss: 0.031209 | Time: 3077.62 ms [2021-11-11 14:54:22 main:574] : INFO : Epoch 1618 | loss: 0.0311633 | val_loss: 0.0311984 | Time: 3028.81 ms [2021-11-11 14:54:25 main:574] : INFO : Epoch 1619 | loss: 0.0311635 | val_loss: 0.0312067 | Time: 3063.68 ms [2021-11-11 14:54:28 main:574] : INFO : Epoch 1620 | loss: 0.0311619 | val_loss: 0.0312043 | Time: 3032.64 ms [2021-11-11 14:54:31 main:574] : INFO : Epoch 1621 | loss: 0.0311644 | val_loss: 0.031205 | Time: 2996.77 ms [2021-11-11 14:54:34 main:574] : INFO : Epoch 1622 | loss: 0.0311679 | val_loss: 0.0311979 | Time: 3050.29 ms [2021-11-11 14:54:37 main:574] : INFO : Epoch 1623 | loss: 0.0311689 | val_loss: 0.0312121 | Time: 3026.04 ms [2021-11-11 14:54:40 main:574] : INFO : Epoch 1624 | loss: 0.0311662 | val_loss: 0.0312051 | Time: 3040.03 ms [2021-11-11 14:54:43 main:574] : INFO : Epoch 1625 | loss: 0.0311628 | val_loss: 0.0312093 | Time: 3047.24 ms [2021-11-11 14:54:46 main:574] : INFO : Epoch 1626 | loss: 0.0311663 | val_loss: 0.031205 | Time: 3058.77 ms [2021-11-11 14:54:49 main:574] : INFO : Epoch 1627 | loss: 0.0311667 | val_loss: 0.0311996 | Time: 2975.21 ms [2021-11-11 14:54:52 main:574] : INFO : Epoch 1628 | loss: 0.0311637 | val_loss: 0.0312091 | Time: 3030.8 ms [2021-11-11 14:54:55 main:574] : INFO : Epoch 1629 | loss: 0.0311657 | val_loss: 0.0311993 | Time: 3010.68 ms [2021-11-11 14:54:58 main:574] : INFO : Epoch 1630 | loss: 0.031165 | val_loss: 0.0312016 | Time: 3022.48 ms [2021-11-11 14:55:01 main:574] : INFO : Epoch 1631 | loss: 0.0311652 | val_loss: 0.0312005 | Time: 3014.6 ms [2021-11-11 14:55:04 main:574] : INFO : Epoch 1632 | loss: 0.0311678 | val_loss: 0.0312211 | Time: 3026.98 ms [2021-11-11 14:55:07 main:574] : INFO : Epoch 1633 | loss: 0.0311649 | val_loss: 0.0312 | Time: 3013.45 ms [2021-11-11 14:55:10 main:574] : INFO : Epoch 1634 | loss: 0.0311685 | val_loss: 0.031204 | Time: 3013.32 ms [2021-11-11 14:55:13 main:574] : INFO : Epoch 1635 | loss: 0.0311645 | val_loss: 0.0312038 | Time: 3033.31 ms [2021-11-11 14:55:16 main:574] : INFO : Epoch 1636 | loss: 0.0311622 | val_loss: 0.0312036 | Time: 3011.05 ms [2021-11-11 14:55:19 main:574] : INFO : Epoch 1637 | loss: 0.031162 | val_loss: 0.0312085 | Time: 3035.61 ms [2021-11-11 14:55:22 main:574] : INFO : Epoch 1638 | loss: 0.0311644 | val_loss: 0.0312053 | Time: 3013.41 ms [2021-11-11 14:55:25 main:574] : INFO : Epoch 1639 | loss: 0.0311648 | val_loss: 0.0312007 | Time: 3064.22 ms [2021-11-11 14:55:28 main:574] : INFO : Epoch 1640 | loss: 0.0311617 | val_loss: 0.0312027 | Time: 3025.12 ms [2021-11-11 14:55:31 main:574] : INFO : Epoch 1641 | loss: 0.0311636 | val_loss: 0.031203 | Time: 3002.18 ms [2021-11-11 14:55:34 main:574] : INFO : Epoch 1642 | loss: 0.0311668 | val_loss: 0.0312015 | Time: 3017.5 ms [2021-11-11 14:55:38 main:574] : INFO : Epoch 1643 | loss: 0.0311642 | val_loss: 0.0311994 | Time: 3060.17 ms [2021-11-11 14:55:41 main:574] : INFO : Epoch 1644 | loss: 0.0311649 | val_loss: 0.0311992 | Time: 3033.65 ms [2021-11-11 14:55:44 main:574] : INFO : Epoch 1645 | loss: 0.0311657 | val_loss: 0.031203 | Time: 3008.65 ms [2021-11-11 14:55:47 main:574] : INFO : Epoch 1646 | loss: 0.0311654 | val_loss: 0.0312054 | Time: 3035.94 ms [2021-11-11 14:55:50 main:574] : INFO : Epoch 1647 | loss: 0.0311656 | val_loss: 0.0312017 | Time: 3039.3 ms [2021-11-11 14:55:53 main:574] : INFO : Epoch 1648 | loss: 0.0311636 | val_loss: 0.0312052 | Time: 3047.03 ms [2021-11-11 14:55:56 main:574] : INFO : Epoch 1649 | loss: 0.0311614 | val_loss: 0.0312079 | Time: 3001.76 ms [2021-11-11 14:55:59 main:574] : INFO : Epoch 1650 | loss: 0.0311634 | val_loss: 0.0312095 | Time: 3037.06 ms [2021-11-11 14:56:02 main:574] : INFO : Epoch 1651 | loss: 0.031159 | val_loss: 0.0312079 | Time: 3050.31 ms [2021-11-11 14:56:05 main:574] : INFO : Epoch 1652 | loss: 0.0311626 | val_loss: 0.031208 | Time: 3032.37 ms [2021-11-11 14:56:08 main:574] : INFO : Epoch 1653 | loss: 0.0311608 | val_loss: 0.031209 | Time: 3025.48 ms [2021-11-11 14:56:11 main:574] : INFO : Epoch 1654 | loss: 0.0311606 | val_loss: 0.0312047 | Time: 3035.47 ms [2021-11-11 14:56:14 main:574] : INFO : Epoch 1655 | loss: 0.0311616 | val_loss: 0.0312033 | Time: 3022.81 ms [2021-11-11 14:56:17 main:574] : INFO : Epoch 1656 | loss: 0.0311646 | val_loss: 0.031201 | Time: 3031.64 ms [2021-11-11 14:56:20 main:574] : INFO : Epoch 1657 | loss: 0.0311618 | val_loss: 0.0312003 | Time: 3020.55 ms [2021-11-11 14:56:23 main:574] : INFO : Epoch 1658 | loss: 0.0311645 | val_loss: 0.0312055 | Time: 3040.09 ms [2021-11-11 14:56:26 main:574] : INFO : Epoch 1659 | loss: 0.0311634 | val_loss: 0.0312041 | Time: 3045.99 ms [2021-11-11 14:56:29 main:574] : INFO : Epoch 1660 | loss: 0.0311608 | val_loss: 0.0312034 | Time: 3056.47 ms [2021-11-11 14:56:32 main:574] : INFO : Epoch 1661 | loss: 0.0311605 | val_loss: 0.0312063 | Time: 3060.72 ms [2021-11-11 14:56:36 main:574] : INFO : Epoch 1662 | loss: 0.0311601 | val_loss: 0.0312068 | Time: 3034.29 ms [2021-11-11 14:56:39 main:574] : INFO : Epoch 1663 | loss: 0.0311593 | val_loss: 0.0312059 | Time: 3033.52 ms [2021-11-11 14:56:42 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0312125 | Time: 3016.57 ms [2021-11-11 14:56:45 main:574] : INFO : Epoch 1665 | loss: 0.0311683 | val_loss: 0.0311985 | Time: 3033.28 ms [2021-11-11 14:56:48 main:574] : INFO : Epoch 1666 | loss: 0.0311651 | val_loss: 0.0312094 | Time: 3037.99 ms [2021-11-11 14:56:51 main:574] : INFO : Epoch 1667 | loss: 0.0311626 | val_loss: 0.0312016 | Time: 3030.47 ms [2021-11-11 14:56:54 main:574] : INFO : Epoch 1668 | loss: 0.0311583 | val_loss: 0.0312142 | Time: 3030.7 ms [2021-11-11 14:56:57 main:574] : INFO : Epoch 1669 | loss: 0.031159 | val_loss: 0.0312022 | Time: 3054.98 ms [2021-11-11 14:57:00 main:574] : INFO : Epoch 1670 | loss: 0.0311677 | val_loss: 0.0311997 | Time: 3045.16 ms [2021-11-11 14:57:03 main:574] : INFO : Epoch 1671 | loss: 0.031169 | val_loss: 0.031199 | Time: 3043.33 ms [2021-11-11 14:57:06 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0312102 | Time: 3040.85 ms [2021-11-11 14:57:09 main:574] : INFO : Epoch 1673 | loss: 0.031159 | val_loss: 0.0312053 | Time: 3066.15 ms [2021-11-11 14:57:12 main:574] : INFO : Epoch 1674 | loss: 0.0311565 | val_loss: 0.0312047 | Time: 3050.96 ms [2021-11-11 14:57:15 main:574] : INFO : Epoch 1675 | loss: 0.0311579 | val_loss: 0.031205 | Time: 3034.49 ms [2021-11-11 14:57:18 main:574] : INFO : Epoch 1676 | loss: 0.0311606 | val_loss: 0.0312118 | Time: 3021.31 ms [2021-11-11 14:57:21 main:574] : INFO : Epoch 1677 | loss: 0.031161 | val_loss: 0.0312086 | Time: 3054.53 ms [2021-11-11 14:57:24 main:574] : INFO : Epoch 1678 | loss: 0.0311611 | val_loss: 0.0312033 | Time: 3027.34 ms [2021-11-11 14:57:27 main:574] : INFO : Epoch 1679 | loss: 0.0311606 | val_loss: 0.0312075 | Time: 3034.14 ms [2021-11-11 14:57:30 main:574] : INFO : Epoch 1680 | loss: 0.0311601 | val_loss: 0.0312049 | Time: 3037.37 ms [2021-11-11 14:57:33 main:574] : INFO : Epoch 1681 | loss: 0.0311569 | val_loss: 0.0312068 | Time: 3014.45 ms [2021-11-11 14:57:36 main:574] : INFO : Epoch 1682 | loss: 0.0311565 | val_loss: 0.0312066 | Time: 3011.21 ms [2021-11-11 14:57:39 main:574] : INFO : Epoch 1683 | loss: 0.0311586 | val_loss: 0.0312029 | Time: 3041.64 ms [2021-11-11 14:57:43 main:574] : INFO : Epoch 1684 | loss: 0.0311587 | val_loss: 0.0312123 | Time: 3015.05 ms [2021-11-11 14:57:46 main:574] : INFO : Epoch 1685 | loss: 0.0311576 | val_loss: 0.0312119 | Time: 3016.1 ms [2021-11-11 14:57:49 main:574] : INFO : Epoch 1686 | loss: 0.0311553 | val_loss: 0.0312101 | Time: 3010.07 ms [2021-11-11 14:57:52 main:574] : INFO : Epoch 1687 | loss: 0.0311589 | val_loss: 0.0312089 | Time: 3027.08 ms [2021-11-11 14:57:55 main:574] : INFO : Epoch 1688 | loss: 0.0311635 | val_loss: 0.0312053 | Time: 3023.95 ms [2021-11-11 14:57:58 main:574] : INFO : Epoch 1689 | loss: 0.0311609 | val_loss: 0.0312104 | Time: 3010.77 ms [2021-11-11 14:58:01 main:574] : INFO : Epoch 1690 | loss: 0.0311636 | val_loss: 0.0312173 | Time: 3016.03 ms [2021-11-11 14:58:04 main:574] : INFO : Epoch 1691 | loss: 0.0311562 | val_loss: 0.0312052 | Time: 3009.5 ms [2021-11-11 14:58:07 main:574] : INFO : Epoch 1692 | loss: 0.0311557 | val_loss: 0.031211 | Time: 3055.49 ms [2021-11-11 14:58:10 main:574] : INFO : Epoch 1693 | loss: 0.0311574 | val_loss: 0.0312031 | Time: 3041.35 ms [2021-11-11 14:58:13 main:574] : INFO : Epoch 1694 | loss: 0.0311553 | val_loss: 0.0312064 | Time: 3031.76 ms [2021-11-11 14:58:16 main:574] : INFO : Epoch 1695 | loss: 0.0311753 | val_loss: 0.0312076 | Time: 3028.01 ms [2021-11-11 14:58:19 main:574] : INFO : Epoch 1696 | loss: 0.0311695 | val_loss: 0.0312069 | Time: 3063.74 ms [2021-11-11 14:58:22 main:574] : INFO : Epoch 1697 | loss: 0.031164 | val_loss: 0.0312032 | Time: 3027.71 ms [2021-11-11 14:58:25 main:574] : INFO : Epoch 1698 | loss: 0.0311615 | val_loss: 0.0312062 | Time: 3044.45 ms [2021-11-11 14:58:28 main:574] : INFO : Epoch 1699 | loss: 0.0311607 | val_loss: 0.0312029 | Time: 3084.07 ms [2021-11-11 14:58:31 main:574] : INFO : Epoch 1700 | loss: 0.0311606 | val_loss: 0.0312001 | Time: 2998.12 ms [2021-11-11 14:58:34 main:574] : INFO : Epoch 1701 | loss: 0.0311583 | val_loss: 0.0312069 | Time: 3013.01 ms [2021-11-11 14:58:37 main:574] : INFO : Epoch 1702 | loss: 0.0311616 | val_loss: 0.0312181 | Time: 3015.58 ms [2021-11-11 14:58:40 main:574] : INFO : Epoch 1703 | loss: 0.0311681 | val_loss: 0.0312101 | Time: 3058.22 ms [2021-11-11 14:58:43 main:574] : INFO : Epoch 1704 | loss: 0.0311618 | val_loss: 0.0312082 | Time: 3020.79 ms [2021-11-11 14:58:46 main:574] : INFO : Epoch 1705 | loss: 0.0311576 | val_loss: 0.0312053 | Time: 3049.82 ms [2021-11-11 14:58:50 main:574] : INFO : Epoch 1706 | loss: 0.0311582 | val_loss: 0.0311993 | Time: 3043.86 ms [2021-11-11 14:58:53 main:574] : INFO : Epoch 1707 | loss: 0.0311576 | val_loss: 0.0312054 | Time: 3086.41 ms [2021-11-11 14:58:56 main:574] : INFO : Epoch 1708 | loss: 0.0311586 | val_loss: 0.0312064 | Time: 3059.62 ms [2021-11-11 14:58:59 main:574] : INFO : Epoch 1709 | loss: 0.0311542 | val_loss: 0.0312068 | Time: 3056.6 ms [2021-11-11 14:59:02 main:574] : INFO : Epoch 1710 | loss: 0.0311556 | val_loss: 0.0312077 | Time: 3027.22 ms [2021-11-11 14:59:05 main:574] : INFO : Epoch 1711 | loss: 0.0311538 | val_loss: 0.0312041 | Time: 3015.07 ms [2021-11-11 14:59:08 main:574] : INFO : Epoch 1712 | loss: 0.0311525 | val_loss: 0.0312106 | Time: 3049.61 ms [2021-11-11 14:59:11 main:574] : INFO : Epoch 1713 | loss: 0.0311552 | val_loss: 0.0312056 | Time: 3034.94 ms [2021-11-11 14:59:14 main:574] : INFO : Epoch 1714 | loss: 0.0311549 | val_loss: 0.0312174 | Time: 3054.93 ms [2021-11-11 14:59:17 main:574] : INFO : Epoch 1715 | loss: 0.0311562 | val_loss: 0.0312089 | Time: 3034.78 ms [2021-11-11 14:59:20 main:574] : INFO : Epoch 1716 | loss: 0.0311548 | val_loss: 0.0312063 | Time: 2999.1 ms [2021-11-11 14:59:23 main:574] : INFO : Epoch 1717 | loss: 0.0311534 | val_loss: 0.0312066 | Time: 3050.74 ms [2021-11-11 14:59:26 main:574] : INFO : Epoch 1718 | loss: 0.0311552 | val_loss: 0.0312156 | Time: 2987.28 ms [2021-11-11 14:59:29 main:574] : INFO : Epoch 1719 | loss: 0.0311538 | val_loss: 0.0312076 | Time: 3042.54 ms [2021-11-11 14:59:32 main:574] : INFO : Epoch 1720 | loss: 0.0311566 | val_loss: 0.0312124 | Time: 3039.65 ms [2021-11-11 14:59:35 main:574] : INFO : Epoch 1721 | loss: 0.0311564 | val_loss: 0.0312077 | Time: 3052.41 ms [2021-11-11 14:59:38 main:574] : INFO : Epoch 1722 | loss: 0.0311548 | val_loss: 0.0312104 | Time: 3037.88 ms [2021-11-11 14:59:41 main:574] : INFO : Epoch 1723 | loss: 0.0311536 | val_loss: 0.0312137 | Time: 3018.78 ms [2021-11-11 14:59:44 main:574] : INFO : Epoch 1724 | loss: 0.0311576 | val_loss: 0.0312062 | Time: 3041.04 ms [2021-11-11 14:59:47 main:574] : INFO : Epoch 1725 | loss: 0.0311534 | val_loss: 0.0312198 | Time: 3002.75 ms [2021-11-11 14:59:50 main:574] : INFO : Epoch 1726 | loss: 0.031158 | val_loss: 0.0312095 | Time: 3023.47 ms [2021-11-11 14:59:54 main:574] : INFO : Epoch 1727 | loss: 0.0311557 | val_loss: 0.0312087 | Time: 3064.88 ms [2021-11-11 14:59:57 main:574] : INFO : Epoch 1728 | loss: 0.0311563 | val_loss: 0.0312061 | Time: 3056.21 ms [2021-11-11 15:00:00 main:574] : INFO : Epoch 1729 | loss: 0.0311577 | val_loss: 0.0312117 | Time: 3046.52 ms [2021-11-11 15:00:03 main:574] : INFO : Epoch 1730 | loss: 0.0311573 | val_loss: 0.0312056 | Time: 3036.36 ms [2021-11-11 15:00:06 main:574] : INFO : Epoch 1731 | loss: 0.0311541 | val_loss: 0.0312066 | Time: 3006.04 ms [2021-11-11 15:00:09 main:574] : INFO : Epoch 1732 | loss: 0.0311617 | val_loss: 0.0312049 | Time: 3068.52 ms [2021-11-11 15:00:12 main:574] : INFO : Epoch 1733 | loss: 0.0311581 | val_loss: 0.0312082 | Time: 3006.94 ms [2021-11-11 15:00:15 main:574] : INFO : Epoch 1734 | loss: 0.0311544 | val_loss: 0.0312101 | Time: 3009.27 ms [2021-11-11 15:00:18 main:574] : INFO : Epoch 1735 | loss: 0.0311537 | val_loss: 0.0312045 | Time: 3036.57 ms [2021-11-11 15:00:21 main:574] : INFO : Epoch 1736 | loss: 0.0311556 | val_loss: 0.0312052 | Time: 3039.34 ms [2021-11-11 15:00:24 main:574] : INFO : Epoch 1737 | loss: 0.0311572 | val_loss: 0.0312148 | Time: 3019.31 ms [2021-11-11 15:00:27 main:574] : INFO : Epoch 1738 | loss: 0.0311541 | val_loss: 0.0312163 | Time: 2991.03 ms [2021-11-11 15:00:30 main:574] : INFO : Epoch 1739 | loss: 0.0311528 | val_loss: 0.0312064 | Time: 3035.89 ms [2021-11-11 15:00:33 main:574] : INFO : Epoch 1740 | loss: 0.031152 | val_loss: 0.0312074 | Time: 2991.81 ms [2021-11-11 15:00:36 main:574] : INFO : Epoch 1741 | loss: 0.0311532 | val_loss: 0.0312091 | Time: 3008.83 ms [2021-11-11 15:00:39 main:574] : INFO : Epoch 1742 | loss: 0.0311539 | val_loss: 0.0312131 | Time: 3010.15 ms [2021-11-11 15:00:42 main:574] : INFO : Epoch 1743 | loss: 0.0311599 | val_loss: 0.0312085 | Time: 3033.26 ms [2021-11-11 15:00:45 main:574] : INFO : Epoch 1744 | loss: 0.0311577 | val_loss: 0.0312062 | Time: 3054.49 ms [2021-11-11 15:00:48 main:574] : INFO : Epoch 1745 | loss: 0.0311537 | val_loss: 0.0312149 | Time: 3012.09 ms [2021-11-11 15:00:51 main:574] : INFO : Epoch 1746 | loss: 0.0311533 | val_loss: 0.0312045 | Time: 3003.61 ms [2021-11-11 15:00:54 main:574] : INFO : Epoch 1747 | loss: 0.0311526 | val_loss: 0.0312063 | Time: 3054.29 ms [2021-11-11 15:00:57 main:574] : INFO : Epoch 1748 | loss: 0.0311557 | val_loss: 0.0312137 | Time: 3054.07 ms [2021-11-11 15:01:00 main:574] : INFO : Epoch 1749 | loss: 0.0311556 | val_loss: 0.0312091 | Time: 3031.56 ms [2021-11-11 15:01:03 main:574] : INFO : Epoch 1750 | loss: 0.0311589 | val_loss: 0.0312081 | Time: 3021.22 ms [2021-11-11 15:01:06 main:574] : INFO : Epoch 1751 | loss: 0.0311555 | val_loss: 0.0312062 | Time: 3015.61 ms [2021-11-11 15:01:09 main:574] : INFO : Epoch 1752 | loss: 0.0311572 | val_loss: 0.0312169 | Time: 3054.53 ms [2021-11-11 15:01:13 main:574] : INFO : Epoch 1753 | loss: 0.0311817 | val_loss: 0.0312058 | Time: 3067.5 ms [2021-11-11 15:01:16 main:574] : INFO : Epoch 1754 | loss: 0.0311732 | val_loss: 0.0311981 | Time: 3024.63 ms [2021-11-11 15:01:19 main:574] : INFO : Epoch 1755 | loss: 0.0311731 | val_loss: 0.0312024 | Time: 3048.13 ms [2021-11-11 15:01:22 main:574] : INFO : Epoch 1756 | loss: 0.0311656 | val_loss: 0.0312046 | Time: 3077.43 ms [2021-11-11 15:01:25 main:574] : INFO : Epoch 1757 | loss: 0.0311608 | val_loss: 0.0312056 | Time: 3041.1 ms [2021-11-11 15:01:28 main:574] : INFO : Epoch 1758 | loss: 0.0311647 | val_loss: 0.0312061 | Time: 3048.74 ms [2021-11-11 15:01:31 main:574] : INFO : Epoch 1759 | loss: 0.0311592 | val_loss: 0.0312031 | Time: 3035.86 ms [2021-11-11 15:01:34 main:574] : INFO : Epoch 1760 | loss: 0.0311608 | val_loss: 0.0312159 | Time: 3048.4 ms [2021-11-11 15:01:37 main:574] : INFO : Epoch 1761 | loss: 0.0311597 | val_loss: 0.0312044 | Time: 3043.5 ms [2021-11-11 15:01:40 main:574] : INFO : Epoch 1762 | loss: 0.031155 | val_loss: 0.0312061 | Time: 2969.9 ms [2021-11-11 15:01:43 main:574] : INFO : Epoch 1763 | loss: 0.0311524 | val_loss: 0.0312052 | Time: 3023.67 ms [2021-11-11 15:01:46 main:574] : INFO : Epoch 1764 | loss: 0.0311533 | val_loss: 0.0312152 | Time: 3041.1 ms [2021-11-11 15:01:49 main:574] : INFO : Epoch 1765 | loss: 0.0311577 | val_loss: 0.031209 | Time: 3000.61 ms [2021-11-11 15:01:52 main:574] : INFO : Epoch 1766 | loss: 0.0311533 | val_loss: 0.0312078 | Time: 3051.39 ms [2021-11-11 15:01:55 main:574] : INFO : Epoch 1767 | loss: 0.0311558 | val_loss: 0.0312093 | Time: 3025.07 ms [2021-11-11 15:01:58 main:574] : INFO : Epoch 1768 | loss: 0.0311555 | val_loss: 0.0312003 | Time: 3023.15 ms [2021-11-11 15:02:01 main:574] : INFO : Epoch 1769 | loss: 0.031167 | val_loss: 0.0312018 | Time: 3049.05 ms [2021-11-11 15:02:05 main:574] : INFO : Epoch 1770 | loss: 0.0311645 | val_loss: 0.0312049 | Time: 3045.78 ms [2021-11-11 15:02:08 main:574] : INFO : Epoch 1771 | loss: 0.0311558 | val_loss: 0.0312097 | Time: 3047.76 ms [2021-11-11 15:02:11 main:574] : INFO : Epoch 1772 | loss: 0.0311538 | val_loss: 0.0312038 | Time: 3018.29 ms [2021-11-11 15:02:14 main:574] : INFO : Epoch 1773 | loss: 0.0311552 | val_loss: 0.0312115 | Time: 3054.8 ms [2021-11-11 15:02:17 main:574] : INFO : Epoch 1774 | loss: 0.031151 | val_loss: 0.0312064 | Time: 3023.11 ms [2021-11-11 15:02:20 main:574] : INFO : Epoch 1775 | loss: 0.0311581 | val_loss: 0.0311996 | Time: 3007.91 ms [2021-11-11 15:02:23 main:574] : INFO : Epoch 1776 | loss: 0.031152 | val_loss: 0.0312095 | Time: 3007.39 ms [2021-11-11 15:02:26 main:574] : INFO : Epoch 1777 | loss: 0.0311498 | val_loss: 0.0312051 | Time: 3010.51 ms [2021-11-11 15:02:29 main:574] : INFO : Epoch 1778 | loss: 0.0311507 | val_loss: 0.0312081 | Time: 2972.12 ms [2021-11-11 15:02:32 main:574] : INFO : Epoch 1779 | loss: 0.0311521 | val_loss: 0.0312102 | Time: 3000.99 ms [2021-11-11 15:02:35 main:574] : INFO : Epoch 1780 | loss: 0.0311522 | val_loss: 0.0311994 | Time: 2983.48 ms [2021-11-11 15:02:38 main:574] : INFO : Epoch 1781 | loss: 0.0311584 | val_loss: 0.031204 | Time: 2991.71 ms [2021-11-11 15:02:41 main:574] : INFO : Epoch 1782 | loss: 0.0311533 | val_loss: 0.0312037 | Time: 3015.6 ms [2021-11-11 15:02:44 main:574] : INFO : Epoch 1783 | loss: 0.0311505 | val_loss: 0.031205 | Time: 3020.17 ms [2021-11-11 15:02:47 main:574] : INFO : Epoch 1784 | loss: 0.0311565 | val_loss: 0.0312075 | Time: 2987.28 ms [2021-11-11 15:02:50 main:574] : INFO : Epoch 1785 | loss: 0.0311592 | val_loss: 0.0312075 | Time: 2965.96 ms [2021-11-11 15:02:53 main:574] : INFO : Epoch 1786 | loss: 0.0311587 | val_loss: 0.0312003 | Time: 2985.23 ms [2021-11-11 15:02:56 main:574] : INFO : Epoch 1787 | loss: 0.0311519 | val_loss: 0.0312108 | Time: 3006.34 ms [2021-11-11 15:02:59 main:574] : INFO : Epoch 1788 | loss: 0.0311524 | val_loss: 0.0312075 | Time: 3007.37 ms [2021-11-11 15:03:02 main:574] : INFO : Epoch 1789 | loss: 0.0311492 | val_loss: 0.0312077 | Time: 2990.27 ms [2021-11-11 15:03:05 main:574] : INFO : Epoch 1790 | loss: 0.0311536 | val_loss: 0.0312083 | Time: 2971.28 ms [2021-11-11 15:03:08 main:574] : INFO : Epoch 1791 | loss: 0.0311545 | val_loss: 0.0312024 | Time: 3007.33 ms [2021-11-11 15:03:11 main:574] : INFO : Epoch 1792 | loss: 0.0311559 | val_loss: 0.0312052 | Time: 3015.81 ms [2021-11-11 15:03:14 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0312047 | Time: 3034.2 ms [2021-11-11 15:03:17 main:574] : INFO : Epoch 1794 | loss: 0.0311524 | val_loss: 0.0312082 | Time: 3000.4 ms [2021-11-11 15:03:20 main:574] : INFO : Epoch 1795 | loss: 0.0311495 | val_loss: 0.0312062 | Time: 3042.75 ms [2021-11-11 15:03:23 main:574] : INFO : Epoch 1796 | loss: 0.0311491 | val_loss: 0.0312123 | Time: 3063.9 ms [2021-11-11 15:03:26 main:574] : INFO : Epoch 1797 | loss: 0.0311549 | val_loss: 0.0312505 | Time: 3010.65 ms [2021-11-11 15:03:29 main:574] : INFO : Epoch 1798 | loss: 0.0312157 | val_loss: 0.0312087 | Time: 3055.97 ms [2021-11-11 15:03:32 main:574] : INFO : Epoch 1799 | loss: 0.0388611 | val_loss: 0.0318894 | Time: 3009.82 ms [2021-11-11 15:03:35 main:574] : INFO : Epoch 1800 | loss: 0.0334366 | val_loss: 0.0323049 | Time: 3043.09 ms [2021-11-11 15:03:38 main:574] : INFO : Epoch 1801 | loss: 0.0315579 | val_loss: 0.0313217 | Time: 3058.66 ms [2021-11-11 15:03:41 main:574] : INFO : Epoch 1802 | loss: 0.0312948 | val_loss: 0.0312642 | Time: 3051.81 ms [2021-11-11 15:03:44 main:574] : INFO : Epoch 1803 | loss: 0.031258 | val_loss: 0.0312518 | Time: 3053.09 ms [2021-11-11 15:03:47 main:574] : INFO : Epoch 1804 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 3024.85 ms [2021-11-11 15:03:50 main:574] : INFO : Epoch 1805 | loss: 0.03125 | val_loss: 0.0312496 | Time: 3012.04 ms [2021-11-11 15:03:53 main:574] : INFO : Epoch 1806 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 3027.56 ms [2021-11-11 15:03:57 main:574] : INFO : Epoch 1807 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3037.06 ms [2021-11-11 15:04:00 main:574] : INFO : Epoch 1808 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 3050.2 ms [2021-11-11 15:04:03 main:574] : INFO : Epoch 1809 | loss: 0.031249 | val_loss: 0.0312485 | Time: 3043.69 ms [2021-11-11 15:04:06 main:574] : INFO : Epoch 1810 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 3023.72 ms [2021-11-11 15:04:09 main:574] : INFO : Epoch 1811 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 3025.88 ms [2021-11-11 15:04:12 main:574] : INFO : Epoch 1812 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2983.03 ms [2021-11-11 15:04:15 main:574] : INFO : Epoch 1813 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 3007.46 ms [2021-11-11 15:04:18 main:574] : INFO : Epoch 1814 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 3010.69 ms [2021-11-11 15:04:21 main:574] : INFO : Epoch 1815 | loss: 0.031245 | val_loss: 0.0312442 | Time: 3042.15 ms [2021-11-11 15:04:24 main:574] : INFO : Epoch 1816 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3056.63 ms [2021-11-11 15:04:27 main:574] : INFO : Epoch 1817 | loss: 0.0312426 | val_loss: 0.0312416 | Time: 3022.8 ms [2021-11-11 15:04:30 main:574] : INFO : Epoch 1818 | loss: 0.0312412 | val_loss: 0.0312397 | Time: 3067.8 ms [2021-11-11 15:04:33 main:574] : INFO : Epoch 1819 | loss: 0.031239 | val_loss: 0.0312372 | Time: 3045.3 ms [2021-11-11 15:04:36 main:574] : INFO : Epoch 1820 | loss: 0.0312367 | val_loss: 0.0312344 | Time: 3024.58 ms [2021-11-11 15:04:39 main:574] : INFO : Epoch 1821 | loss: 0.031234 | val_loss: 0.0312309 | Time: 3037.3 ms [2021-11-11 15:04:42 main:574] : INFO : Epoch 1822 | loss: 0.0312304 | val_loss: 0.0312269 | Time: 3050.92 ms [2021-11-11 15:04:45 main:574] : INFO : Epoch 1823 | loss: 0.0312263 | val_loss: 0.0312221 | Time: 3038.64 ms [2021-11-11 15:04:48 main:574] : INFO : Epoch 1824 | loss: 0.0312225 | val_loss: 0.0312183 | Time: 3030.43 ms [2021-11-11 15:04:51 main:574] : INFO : Epoch 1825 | loss: 0.0312189 | val_loss: 0.0312146 | Time: 3044.01 ms [2021-11-11 15:04:54 main:574] : INFO : Epoch 1826 | loss: 0.0312162 | val_loss: 0.0312126 | Time: 3046.04 ms [2021-11-11 15:04:57 main:574] : INFO : Epoch 1827 | loss: 0.0312143 | val_loss: 0.0312128 | Time: 3045.38 ms [2021-11-11 15:05:00 main:574] : INFO : Epoch 1828 | loss: 0.0312138 | val_loss: 0.0312099 | Time: 3024.8 ms [2021-11-11 15:05:04 main:574] : INFO : Epoch 1829 | loss: 0.0312126 | val_loss: 0.0312109 | Time: 3067.09 ms [2021-11-11 15:05:07 main:574] : INFO : Epoch 1830 | loss: 0.0312122 | val_loss: 0.03121 | Time: 3034.35 ms [2021-11-11 15:05:10 main:574] : INFO : Epoch 1831 | loss: 0.0312109 | val_loss: 0.0312081 | Time: 3065.58 ms [2021-11-11 15:05:13 main:574] : INFO : Epoch 1832 | loss: 0.0312101 | val_loss: 0.0312077 | Time: 3023.46 ms [2021-11-11 15:05:16 main:574] : INFO : Epoch 1833 | loss: 0.0312097 | val_loss: 0.0312086 | Time: 3020.82 ms [2021-11-11 15:05:19 main:574] : INFO : Epoch 1834 | loss: 0.0312101 | val_loss: 0.0312079 | Time: 3036.48 ms [2021-11-11 15:05:22 main:574] : INFO : Epoch 1835 | loss: 0.0312098 | val_loss: 0.0312071 | Time: 3025.16 ms [2021-11-11 15:05:25 main:574] : INFO : Epoch 1836 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 3043.97 ms [2021-11-11 15:05:28 main:574] : INFO : Epoch 1837 | loss: 0.0312089 | val_loss: 0.0312077 | Time: 3055.9 ms [2021-11-11 15:05:31 main:574] : INFO : Epoch 1838 | loss: 0.0312085 | val_loss: 0.0312046 | Time: 3038.32 ms [2021-11-11 15:05:34 main:574] : INFO : Epoch 1839 | loss: 0.0312066 | val_loss: 0.0312024 | Time: 3037.28 ms [2021-11-11 15:05:37 main:574] : INFO : Epoch 1840 | loss: 0.0311999 | val_loss: 0.031194 | Time: 3034.69 ms [2021-11-11 15:05:40 main:574] : INFO : Epoch 1841 | loss: 0.031196 | val_loss: 0.0311935 | Time: 3053.56 ms [2021-11-11 15:05:43 main:574] : INFO : Epoch 1842 | loss: 0.0311951 | val_loss: 0.0311924 | Time: 3036.92 ms [2021-11-11 15:05:46 main:574] : INFO : Epoch 1843 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 3034.5 ms [2021-11-11 15:05:49 main:574] : INFO : Epoch 1844 | loss: 0.0311947 | val_loss: 0.0311913 | Time: 3058.11 ms [2021-11-11 15:05:52 main:574] : INFO : Epoch 1845 | loss: 0.0311935 | val_loss: 0.0311908 | Time: 3048.11 ms [2021-11-11 15:05:55 main:574] : INFO : Epoch 1846 | loss: 0.031193 | val_loss: 0.0311905 | Time: 3046.03 ms [2021-11-11 15:05:58 main:574] : INFO : Epoch 1847 | loss: 0.0311927 | val_loss: 0.03119 | Time: 3022.04 ms [2021-11-11 15:06:01 main:574] : INFO : Epoch 1848 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 3051.69 ms [2021-11-11 15:06:05 main:574] : INFO : Epoch 1849 | loss: 0.0311917 | val_loss: 0.0311892 | Time: 3061.48 ms [2021-11-11 15:06:08 main:574] : INFO : Epoch 1850 | loss: 0.0311913 | val_loss: 0.0311893 | Time: 3046.9 ms [2021-11-11 15:06:11 main:574] : INFO : Epoch 1851 | loss: 0.0311917 | val_loss: 0.0311893 | Time: 3058.4 ms [2021-11-11 15:06:14 main:574] : INFO : Epoch 1852 | loss: 0.0311904 | val_loss: 0.0311884 | Time: 3057.14 ms [2021-11-11 15:06:17 main:574] : INFO : Epoch 1853 | loss: 0.0311893 | val_loss: 0.031188 | Time: 3059.3 ms [2021-11-11 15:06:20 main:574] : INFO : Epoch 1854 | loss: 0.0311891 | val_loss: 0.0311879 | Time: 3038.05 ms [2021-11-11 15:06:23 main:574] : INFO : Epoch 1855 | loss: 0.0311889 | val_loss: 0.031187 | Time: 3035.91 ms [2021-11-11 15:06:26 main:574] : INFO : Epoch 1856 | loss: 0.0311881 | val_loss: 0.0311865 | Time: 3034.43 ms [2021-11-11 15:06:29 main:574] : INFO : Epoch 1857 | loss: 0.031187 | val_loss: 0.0311857 | Time: 3046.81 ms [2021-11-11 15:06:32 main:574] : INFO : Epoch 1858 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 3025.47 ms [2021-11-11 15:06:35 main:574] : INFO : Epoch 1859 | loss: 0.0311867 | val_loss: 0.0311856 | Time: 3041.7 ms [2021-11-11 15:06:38 main:574] : INFO : Epoch 1860 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 3017.56 ms [2021-11-11 15:06:41 main:574] : INFO : Epoch 1861 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 3045.82 ms [2021-11-11 15:06:44 main:574] : INFO : Epoch 1862 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 3029.65 ms [2021-11-11 15:06:47 main:574] : INFO : Epoch 1863 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 3065.73 ms [2021-11-11 15:06:50 main:574] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311845 | Time: 3014.59 ms [2021-11-11 15:06:53 main:574] : INFO : Epoch 1865 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 3063.04 ms [2021-11-11 15:06:57 main:574] : INFO : Epoch 1866 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 3013.4 ms [2021-11-11 15:07:00 main:574] : INFO : Epoch 1867 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 3075.36 ms [2021-11-11 15:07:03 main:574] : INFO : Epoch 1868 | loss: 0.0311838 | val_loss: 0.0311834 | Time: 3048.72 ms [2021-11-11 15:07:06 main:574] : INFO : Epoch 1869 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 3042.82 ms [2021-11-11 15:07:09 main:574] : INFO : Epoch 1870 | loss: 0.0311829 | val_loss: 0.0311826 | Time: 3098.68 ms [2021-11-11 15:07:12 main:574] : INFO : Epoch 1871 | loss: 0.0311828 | val_loss: 0.0311829 | Time: 3057.21 ms [2021-11-11 15:07:15 main:574] : INFO : Epoch 1872 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 3033.04 ms [2021-11-11 15:07:18 main:574] : INFO : Epoch 1873 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 3055.67 ms [2021-11-11 15:07:21 main:574] : INFO : Epoch 1874 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 3015.46 ms [2021-11-11 15:07:24 main:574] : INFO : Epoch 1875 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 3032.35 ms [2021-11-11 15:07:27 main:574] : INFO : Epoch 1876 | loss: 0.0311821 | val_loss: 0.0311825 | Time: 3052.84 ms [2021-11-11 15:07:30 main:574] : INFO : Epoch 1877 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 3008.42 ms [2021-11-11 15:07:33 main:574] : INFO : Epoch 1878 | loss: 0.0311823 | val_loss: 0.0311828 | Time: 3013.93 ms [2021-11-11 15:07:36 main:574] : INFO : Epoch 1879 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 3043.69 ms [2021-11-11 15:07:39 main:574] : INFO : Epoch 1880 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 3026.23 ms [2021-11-11 15:07:42 main:574] : INFO : Epoch 1881 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 3038.19 ms [2021-11-11 15:07:45 main:574] : INFO : Epoch 1882 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 3047.82 ms [2021-11-11 15:07:48 main:574] : INFO : Epoch 1883 | loss: 0.031181 | val_loss: 0.0311821 | Time: 3060.27 ms [2021-11-11 15:07:51 main:574] : INFO : Epoch 1884 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 3025.66 ms [2021-11-11 15:07:55 main:574] : INFO : Epoch 1885 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 3033.51 ms [2021-11-11 15:07:58 main:574] : INFO : Epoch 1886 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 3025 ms [2021-11-11 15:08:01 main:574] : INFO : Epoch 1887 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 3015.91 ms [2021-11-11 15:08:04 main:574] : INFO : Epoch 1888 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 3043.34 ms [2021-11-11 15:08:07 main:574] : INFO : Epoch 1889 | loss: 0.03118 | val_loss: 0.031182 | Time: 3010.85 ms [2021-11-11 15:08:10 main:574] : INFO : Epoch 1890 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 3053.48 ms [2021-11-11 15:08:13 main:574] : INFO : Epoch 1891 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 3026.75 ms [2021-11-11 15:08:16 main:574] : INFO : Epoch 1892 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 3025.07 ms [2021-11-11 15:08:19 main:574] : INFO : Epoch 1893 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 3026.24 ms [2021-11-11 15:08:22 main:574] : INFO : Epoch 1894 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 3040.95 ms [2021-11-11 15:08:25 main:574] : INFO : Epoch 1895 | loss: 0.0311798 | val_loss: 0.031182 | Time: 3050.88 ms [2021-11-11 15:08:28 main:574] : INFO : Epoch 1896 | loss: 0.0311805 | val_loss: 0.031182 | Time: 3030.84 ms [2021-11-11 15:08:31 main:574] : INFO : Epoch 1897 | loss: 0.0311802 | val_loss: 0.031183 | Time: 3046.46 ms [2021-11-11 15:08:34 main:574] : INFO : Epoch 1898 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 3026.45 ms [2021-11-11 15:08:37 main:574] : INFO : Epoch 1899 | loss: 0.0311808 | val_loss: 0.0311833 | Time: 3018.52 ms [2021-11-11 15:08:40 main:574] : INFO : Epoch 1900 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 3009.42 ms [2021-11-11 15:08:43 main:574] : INFO : Epoch 1901 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 3091.27 ms [2021-11-11 15:08:46 main:574] : INFO : Epoch 1902 | loss: 0.031181 | val_loss: 0.0311823 | Time: 3064.12 ms [2021-11-11 15:08:49 main:574] : INFO : Epoch 1903 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 3030.46 ms [2021-11-11 15:08:52 main:574] : INFO : Epoch 1904 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 3043.16 ms [2021-11-11 15:08:56 main:574] : INFO : Epoch 1905 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 3064.29 ms [2021-11-11 15:08:59 main:574] : INFO : Epoch 1906 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 3028.64 ms [2021-11-11 15:09:02 main:574] : INFO : Epoch 1907 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 3025.19 ms [2021-11-11 15:09:05 main:574] : INFO : Epoch 1908 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 3040.43 ms [2021-11-11 15:09:08 main:574] : INFO : Epoch 1909 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 3057.56 ms [2021-11-11 15:09:11 main:574] : INFO : Epoch 1910 | loss: 0.0311789 | val_loss: 0.0311833 | Time: 3002.68 ms [2021-11-11 15:09:14 main:574] : INFO : Epoch 1911 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 3020.74 ms [2021-11-11 15:09:17 main:574] : INFO : Epoch 1912 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 2950.36 ms [2021-11-11 15:09:20 main:574] : INFO : Epoch 1913 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 3028.85 ms [2021-11-11 15:09:23 main:574] : INFO : Epoch 1914 | loss: 0.0311784 | val_loss: 0.0311837 | Time: 3028.56 ms [2021-11-11 15:09:26 main:574] : INFO : Epoch 1915 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 3041.52 ms [2021-11-11 15:09:29 main:574] : INFO : Epoch 1916 | loss: 0.0311795 | val_loss: 0.0311839 | Time: 3028.62 ms [2021-11-11 15:09:32 main:574] : INFO : Epoch 1917 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 3018.42 ms [2021-11-11 15:09:35 main:574] : INFO : Epoch 1918 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 3031.91 ms [2021-11-11 15:09:38 main:574] : INFO : Epoch 1919 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 3043.99 ms [2021-11-11 15:09:41 main:574] : INFO : Epoch 1920 | loss: 0.0311781 | val_loss: 0.031183 | Time: 3053.61 ms [2021-11-11 15:09:44 main:574] : INFO : Epoch 1921 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 3057.49 ms [2021-11-11 15:09:47 main:574] : INFO : Epoch 1922 | loss: 0.0311853 | val_loss: 0.0311869 | Time: 3037.71 ms [2021-11-11 15:09:50 main:574] : INFO : Epoch 1923 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 3033.56 ms [2021-11-11 15:09:53 main:574] : INFO : Epoch 1924 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 3036.99 ms [2021-11-11 15:09:56 main:574] : INFO : Epoch 1925 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 3047.71 ms [2021-11-11 15:09:59 main:574] : INFO : Epoch 1926 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 3025.38 ms [2021-11-11 15:10:02 main:574] : INFO : Epoch 1927 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 3052.09 ms [2021-11-11 15:10:06 main:574] : INFO : Epoch 1928 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 3051.92 ms [2021-11-11 15:10:09 main:574] : INFO : Epoch 1929 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 3030.65 ms [2021-11-11 15:10:12 main:574] : INFO : Epoch 1930 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 3031.64 ms [2021-11-11 15:10:15 main:574] : INFO : Epoch 1931 | loss: 0.0311801 | val_loss: 0.0311839 | Time: 3066.09 ms [2021-11-11 15:10:18 main:574] : INFO : Epoch 1932 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 3007.28 ms [2021-11-11 15:10:21 main:574] : INFO : Epoch 1933 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 3011.31 ms [2021-11-11 15:10:24 main:574] : INFO : Epoch 1934 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 2997.85 ms [2021-11-11 15:10:27 main:574] : INFO : Epoch 1935 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 3050.63 ms [2021-11-11 15:10:30 main:574] : INFO : Epoch 1936 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 3041.72 ms [2021-11-11 15:10:33 main:574] : INFO : Epoch 1937 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 3042.05 ms [2021-11-11 15:10:36 main:574] : INFO : Epoch 1938 | loss: 0.031178 | val_loss: 0.0311809 | Time: 3032.96 ms [2021-11-11 15:10:39 main:574] : INFO : Epoch 1939 | loss: 0.0311772 | val_loss: 0.031182 | Time: 3018.56 ms [2021-11-11 15:10:42 main:574] : INFO : Epoch 1940 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 3010.99 ms [2021-11-11 15:10:45 main:574] : INFO : Epoch 1941 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 3039.64 ms [2021-11-11 15:10:48 main:574] : INFO : Epoch 1942 | loss: 0.031177 | val_loss: 0.0311816 | Time: 3033.69 ms [2021-11-11 15:10:51 main:574] : INFO : Epoch 1943 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 3043.67 ms [2021-11-11 15:10:54 main:574] : INFO : Epoch 1944 | loss: 0.0311762 | val_loss: 0.0311816 | Time: 3041.34 ms [2021-11-11 15:10:57 main:574] : INFO : Epoch 1945 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 3037.28 ms [2021-11-11 15:11:00 main:574] : INFO : Epoch 1946 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 3031.35 ms [2021-11-11 15:11:03 main:574] : INFO : Epoch 1947 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 3043.7 ms [2021-11-11 15:11:06 main:574] : INFO : Epoch 1948 | loss: 0.0311765 | val_loss: 0.0311899 | Time: 3054.85 ms [2021-11-11 15:11:09 main:574] : INFO : Epoch 1949 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 3062.44 ms [2021-11-11 15:11:13 main:574] : INFO : Epoch 1950 | loss: 0.0311755 | val_loss: 0.03118 | Time: 3015.1 ms [2021-11-11 15:11:16 main:574] : INFO : Epoch 1951 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 3032.45 ms [2021-11-11 15:11:19 main:574] : INFO : Epoch 1952 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 3044.33 ms [2021-11-11 15:11:22 main:574] : INFO : Epoch 1953 | loss: 0.0311764 | val_loss: 0.0311867 | Time: 3022.91 ms [2021-11-11 15:11:25 main:574] : INFO : Epoch 1954 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 3039.95 ms [2021-11-11 15:11:28 main:574] : INFO : Epoch 1955 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 3066.22 ms [2021-11-11 15:11:31 main:574] : INFO : Epoch 1956 | loss: 0.0311767 | val_loss: 0.0311825 | Time: 3028.45 ms [2021-11-11 15:11:34 main:574] : INFO : Epoch 1957 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 3046.77 ms [2021-11-11 15:11:37 main:574] : INFO : Epoch 1958 | loss: 0.0311762 | val_loss: 0.031183 | Time: 3053.31 ms [2021-11-11 15:11:40 main:574] : INFO : Epoch 1959 | loss: 0.031176 | val_loss: 0.0311816 | Time: 3034.93 ms [2021-11-11 15:11:43 main:574] : INFO : Epoch 1960 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 3057.99 ms [2021-11-11 15:11:46 main:574] : INFO : Epoch 1961 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 3038.73 ms [2021-11-11 15:11:49 main:574] : INFO : Epoch 1962 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 3043.6 ms [2021-11-11 15:11:52 main:574] : INFO : Epoch 1963 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 3068.33 ms [2021-11-11 15:11:55 main:574] : INFO : Epoch 1964 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 3021.38 ms [2021-11-11 15:11:58 main:574] : INFO : Epoch 1965 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 3048.89 ms [2021-11-11 15:12:01 main:574] : INFO : Epoch 1966 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 3018.48 ms [2021-11-11 15:12:04 main:574] : INFO : Epoch 1967 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 3019.24 ms [2021-11-11 15:12:08 main:574] : INFO : Epoch 1968 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 3068.21 ms [2021-11-11 15:12:11 main:574] : INFO : Epoch 1969 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 3020.14 ms [2021-11-11 15:12:14 main:574] : INFO : Epoch 1970 | loss: 0.031174 | val_loss: 0.0311807 | Time: 3002.21 ms [2021-11-11 15:12:17 main:574] : INFO : Epoch 1971 | loss: 0.0311742 | val_loss: 0.0311834 | Time: 3051.17 ms [2021-11-11 15:12:20 main:574] : INFO : Epoch 1972 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 3057.24 ms [2021-11-11 15:12:23 main:574] : INFO : Epoch 1973 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 3049.67 ms [2021-11-11 15:12:26 main:574] : INFO : Epoch 1974 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 3044.72 ms [2021-11-11 15:12:29 main:574] : INFO : Epoch 1975 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 3054.94 ms [2021-11-11 15:12:32 main:574] : INFO : Epoch 1976 | loss: 0.0311732 | val_loss: 0.0311814 | Time: 3036.52 ms [2021-11-11 15:12:35 main:574] : INFO : Epoch 1977 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 3048.5 ms [2021-11-11 15:12:38 main:574] : INFO : Epoch 1978 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 3036.95 ms [2021-11-11 15:12:41 main:574] : INFO : Epoch 1979 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 3016.42 ms [2021-11-11 15:12:44 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.0311829 | Time: 3030.58 ms [2021-11-11 15:12:47 main:574] : INFO : Epoch 1981 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 3037.63 ms [2021-11-11 15:12:50 main:574] : INFO : Epoch 1982 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 3028.96 ms [2021-11-11 15:12:53 main:574] : INFO : Epoch 1983 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 3043.76 ms [2021-11-11 15:12:56 main:574] : INFO : Epoch 1984 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 3024.49 ms [2021-11-11 15:12:59 main:574] : INFO : Epoch 1985 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 3047.16 ms [2021-11-11 15:13:02 main:574] : INFO : Epoch 1986 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 3029.39 ms [2021-11-11 15:13:05 main:574] : INFO : Epoch 1987 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 3030.78 ms [2021-11-11 15:13:09 main:574] : INFO : Epoch 1988 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 3062.17 ms [2021-11-11 15:13:12 main:574] : INFO : Epoch 1989 | loss: 0.0311727 | val_loss: 0.0311798 | Time: 3064.21 ms [2021-11-11 15:13:15 main:574] : INFO : Epoch 1990 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 3049.12 ms [2021-11-11 15:13:18 main:574] : INFO : Epoch 1991 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 3067.3 ms [2021-11-11 15:13:21 main:574] : INFO : Epoch 1992 | loss: 0.031174 | val_loss: 0.0311807 | Time: 3066.13 ms [2021-11-11 15:13:24 main:574] : INFO : Epoch 1993 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 3026.59 ms [2021-11-11 15:13:27 main:574] : INFO : Epoch 1994 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 3016.06 ms [2021-11-11 15:13:30 main:574] : INFO : Epoch 1995 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 3077 ms [2021-11-11 15:13:33 main:574] : INFO : Epoch 1996 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 3021.34 ms [2021-11-11 15:13:36 main:574] : INFO : Epoch 1997 | loss: 0.0311724 | val_loss: 0.031182 | Time: 3044.8 ms [2021-11-11 15:13:39 main:574] : INFO : Epoch 1998 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 3026.01 ms [2021-11-11 15:13:42 main:574] : INFO : Epoch 1999 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 3075.16 ms [2021-11-11 15:13:45 main:574] : INFO : Epoch 2000 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 3050.9 ms [2021-11-11 15:13:48 main:574] : INFO : Epoch 2001 | loss: 0.0311713 | val_loss: 0.03118 | Time: 3063.48 ms [2021-11-11 15:13:52 main:574] : INFO : Epoch 2002 | loss: 0.0311711 | val_loss: 0.0311822 | Time: 3028.91 ms [2021-11-11 15:13:55 main:574] : INFO : Epoch 2003 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 3016.65 ms [2021-11-11 15:13:58 main:574] : INFO : Epoch 2004 | loss: 0.0311726 | val_loss: 0.0311812 | Time: 3067.57 ms [2021-11-11 15:14:01 main:574] : INFO : Epoch 2005 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 3057.36 ms [2021-11-11 15:14:04 main:574] : INFO : Epoch 2006 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 3005.18 ms [2021-11-11 15:14:07 main:574] : INFO : Epoch 2007 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 3008.32 ms [2021-11-11 15:14:10 main:574] : INFO : Epoch 2008 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 3020.9 ms [2021-11-11 15:14:13 main:574] : INFO : Epoch 2009 | loss: 0.0311713 | val_loss: 0.0311818 | Time: 3058.89 ms [2021-11-11 15:14:16 main:574] : INFO : Epoch 2010 | loss: 0.031172 | val_loss: 0.0311825 | Time: 3051.53 ms [2021-11-11 15:14:19 main:574] : INFO : Epoch 2011 | loss: 0.0311741 | val_loss: 0.0311844 | Time: 3047.62 ms [2021-11-11 15:14:22 main:574] : INFO : Epoch 2012 | loss: 0.031174 | val_loss: 0.031184 | Time: 3046.07 ms [2021-11-11 15:14:25 main:574] : INFO : Epoch 2013 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 3054.14 ms [2021-11-11 15:14:28 main:574] : INFO : Epoch 2014 | loss: 0.031178 | val_loss: 0.0311814 | Time: 3075.25 ms [2021-11-11 15:14:31 main:574] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311789 | Time: 3047.38 ms [2021-11-11 15:14:34 main:574] : INFO : Epoch 2016 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 3038.22 ms [2021-11-11 15:14:37 main:574] : INFO : Epoch 2017 | loss: 0.031176 | val_loss: 0.0311803 | Time: 3025.31 ms [2021-11-11 15:14:40 main:574] : INFO : Epoch 2018 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 3026.46 ms [2021-11-11 15:14:43 main:574] : INFO : Epoch 2019 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 3047.13 ms [2021-11-11 15:14:46 main:574] : INFO : Epoch 2020 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 3043.87 ms [2021-11-11 15:14:49 main:574] : INFO : Epoch 2021 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 3019.06 ms [2021-11-11 15:14:53 main:574] : INFO : Epoch 2022 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 3063.94 ms [2021-11-11 15:14:56 main:574] : INFO : Epoch 2023 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 3033.24 ms [2021-11-11 15:14:59 main:574] : INFO : Epoch 2024 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 3041.85 ms [2021-11-11 15:15:02 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 3035.24 ms [2021-11-11 15:15:05 main:574] : INFO : Epoch 2026 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 3026.75 ms [2021-11-11 15:15:08 main:574] : INFO : Epoch 2027 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 3064.79 ms [2021-11-11 15:15:11 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 2995.05 ms [2021-11-11 15:15:14 main:574] : INFO : Epoch 2029 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 3040.83 ms [2021-11-11 15:15:17 main:574] : INFO : Epoch 2030 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 3041.71 ms [2021-11-11 15:15:20 main:574] : INFO : Epoch 2031 | loss: 0.0311712 | val_loss: 0.0311819 | Time: 2988.25 ms [2021-11-11 15:15:23 main:574] : INFO : Epoch 2032 | loss: 0.031172 | val_loss: 0.0311814 | Time: 2995.91 ms [2021-11-11 15:15:26 main:574] : INFO : Epoch 2033 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 3058.81 ms [2021-11-11 15:15:29 main:574] : INFO : Epoch 2034 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 3038.85 ms [2021-11-11 15:15:32 main:574] : INFO : Epoch 2035 | loss: 0.0311727 | val_loss: 0.031182 | Time: 3035.62 ms [2021-11-11 15:15:35 main:574] : INFO : Epoch 2036 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 3035.15 ms [2021-11-11 15:15:38 main:574] : INFO : Epoch 2037 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 3047.37 ms [2021-11-11 15:15:41 main:574] : INFO : Epoch 2038 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 3023.99 ms [2021-11-11 15:15:44 main:574] : INFO : Epoch 2039 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 3045.81 ms [2021-11-11 15:15:47 main:574] : INFO : Epoch 2040 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 3021.39 ms [2021-11-11 15:15:50 main:574] : INFO : Epoch 2041 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 3035.09 ms [2021-11-11 15:15:53 main:574] : INFO : Epoch 2042 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 3012.67 ms [2021-11-11 15:15:56 main:574] : INFO : Epoch 2043 | loss: 0.0311688 | val_loss: 0.0311833 | Time: 3000.35 ms [2021-11-11 15:15:59 main:574] : INFO : Epoch 2044 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 2993.54 ms [2021-11-11 15:16:02 main:574] : INFO : Epoch 2045 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2963.04 ms [2021-11-11 15:16:05 main:574] : INFO : Epoch 2046 | loss: 0.0311748 | val_loss: 0.0311873 | Time: 3024.12 ms [2021-11-11 15:16:08 main:574] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 2967.35 ms [2021-11-11 15:16:11 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 2953.02 ms [2021-11-11 15:16:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311804 [2021-11-11 15:16:11 main:603] : INFO : Saving end state to config to file [2021-11-11 15:16:11 main:608] : INFO : Success, exiting.. 15:16:11 (5072): 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)