Task 8718066
| Name | ParityModified-1636226077-26295-0_0 |
| Workunit | 6201436 |
| Created | 6 Nov 2021, 19:14:41 UTC |
| Sent | 10 Nov 2021, 20:52:44 UTC |
| Report deadline | 18 Nov 2021, 20:52:44 UTC |
| Received | 15 Nov 2021, 13:17:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 49 min 8 sec |
| CPU time | 1 hours 48 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311626 | val_loss: 0.0311656 | Time: 3005.58 ms [2021-11-15 13:51:25 main:574] : INFO : Epoch 1543 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 3008 ms [2021-11-15 13:51:28 main:574] : INFO : Epoch 1544 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 3014.05 ms [2021-11-15 13:51:31 main:574] : INFO : Epoch 1545 | loss: 0.0311585 | val_loss: 0.031172 | Time: 3017.55 ms [2021-11-15 13:51:34 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 3012.89 ms [2021-11-15 13:51:37 main:574] : INFO : Epoch 1547 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 3007.93 ms [2021-11-15 13:51:40 main:574] : INFO : Epoch 1548 | loss: 0.0311556 | val_loss: 0.0311656 | Time: 3020.65 ms [2021-11-15 13:51:43 main:574] : INFO : Epoch 1549 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 3003.88 ms [2021-11-15 13:51:46 main:574] : INFO : Epoch 1550 | loss: 0.0311549 | val_loss: 0.0311633 | Time: 3008.61 ms [2021-11-15 13:51:49 main:574] : INFO : Epoch 1551 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 3003.46 ms [2021-11-15 13:51:52 main:574] : INFO : Epoch 1552 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 3018.29 ms [2021-11-15 13:51:55 main:574] : INFO : Epoch 1553 | loss: 0.0311543 | val_loss: 0.0311656 | Time: 3006.78 ms [2021-11-15 13:51:58 main:574] : INFO : Epoch 1554 | loss: 0.031154 | val_loss: 0.0311669 | Time: 3016.73 ms [2021-11-15 13:52:01 main:574] : INFO : Epoch 1555 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 3006.19 ms [2021-11-15 13:52:04 main:574] : INFO : Epoch 1556 | loss: 0.0311516 | val_loss: 0.031165 | Time: 3006.62 ms [2021-11-15 13:52:07 main:574] : INFO : Epoch 1557 | loss: 0.031152 | val_loss: 0.0311792 | Time: 3000.37 ms [2021-11-15 13:52:10 main:574] : INFO : Epoch 1558 | loss: 0.0311544 | val_loss: 0.0311699 | Time: 3008.23 ms [2021-11-15 13:52:13 main:574] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 3008.62 ms [2021-11-15 13:52:16 main:574] : INFO : Epoch 1560 | loss: 0.0311554 | val_loss: 0.031165 | Time: 3011.5 ms [2021-11-15 13:52:19 main:574] : INFO : Epoch 1561 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 3005.53 ms [2021-11-15 13:52:22 main:574] : INFO : Epoch 1562 | loss: 0.0311505 | val_loss: 0.0311669 | Time: 3003.38 ms [2021-11-15 13:52:25 main:574] : INFO : Epoch 1563 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 3044.28 ms [2021-11-15 13:52:28 main:574] : INFO : Epoch 1564 | loss: 0.0311537 | val_loss: 0.0311688 | Time: 3078.81 ms [2021-11-15 13:52:31 main:574] : INFO : Epoch 1565 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 3046.27 ms [2021-11-15 13:52:34 main:574] : INFO : Epoch 1566 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 3068.11 ms [2021-11-15 13:52:37 main:574] : INFO : Epoch 1567 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 3070.81 ms [2021-11-15 13:52:40 main:574] : INFO : Epoch 1568 | loss: 0.0311511 | val_loss: 0.0311662 | Time: 3133.7 ms [2021-11-15 13:52:43 main:574] : INFO : Epoch 1569 | loss: 0.031149 | val_loss: 0.0311683 | Time: 3032.48 ms [2021-11-15 13:52:46 main:574] : INFO : Epoch 1570 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 3006.68 ms [2021-11-15 13:52:49 main:574] : INFO : Epoch 1571 | loss: 0.0311517 | val_loss: 0.0311671 | Time: 3013.04 ms [2021-11-15 13:52:52 main:574] : INFO : Epoch 1572 | loss: 0.0311445 | val_loss: 0.0311666 | Time: 3015.69 ms [2021-11-15 13:52:55 main:574] : INFO : Epoch 1573 | loss: 0.0311454 | val_loss: 0.0311687 | Time: 3048.24 ms [2021-11-15 13:52:58 main:574] : INFO : Epoch 1574 | loss: 0.0311453 | val_loss: 0.0311649 | Time: 3010.43 ms [2021-11-15 13:53:01 main:574] : INFO : Epoch 1575 | loss: 0.0311496 | val_loss: 0.0311771 | Time: 3014.34 ms [2021-11-15 13:53:05 main:574] : INFO : Epoch 1576 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 3117.71 ms [2021-11-15 13:53:08 main:574] : INFO : Epoch 1577 | loss: 0.031146 | val_loss: 0.0311714 | Time: 3094.24 ms [2021-11-15 13:53:11 main:574] : INFO : Epoch 1578 | loss: 0.0311495 | val_loss: 0.0311874 | Time: 3018.01 ms [2021-11-15 13:53:14 main:574] : INFO : Epoch 1579 | loss: 0.0311485 | val_loss: 0.0311717 | Time: 3060.84 ms [2021-11-15 13:53:17 main:574] : INFO : Epoch 1580 | loss: 0.031144 | val_loss: 0.0311734 | Time: 3060.76 ms [2021-11-15 13:53:20 main:574] : INFO : Epoch 1581 | loss: 0.0311449 | val_loss: 0.031169 | Time: 3052.81 ms [2021-11-15 13:53:23 main:574] : INFO : Epoch 1582 | loss: 0.0311444 | val_loss: 0.0311713 | Time: 3007.34 ms [2021-11-15 13:53:26 main:574] : INFO : Epoch 1583 | loss: 0.0311451 | val_loss: 0.0311729 | Time: 3087.57 ms [2021-11-15 13:53:29 main:574] : INFO : Epoch 1584 | loss: 0.0311498 | val_loss: 0.0311752 | Time: 3131.19 ms [2021-11-15 13:53:32 main:574] : INFO : Epoch 1585 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 3121.07 ms [2021-11-15 13:53:35 main:574] : INFO : Epoch 1586 | loss: 0.0311467 | val_loss: 0.031173 | Time: 3042.88 ms [2021-11-15 13:53:38 main:574] : INFO : Epoch 1587 | loss: 0.0311439 | val_loss: 0.0311653 | Time: 3015.98 ms [2021-11-15 13:53:41 main:574] : INFO : Epoch 1588 | loss: 0.0311431 | val_loss: 0.0311694 | Time: 3015.17 ms [2021-11-15 13:53:44 main:574] : INFO : Epoch 1589 | loss: 0.0311415 | val_loss: 0.0311725 | Time: 3003.75 ms [2021-11-15 13:53:47 main:574] : INFO : Epoch 1590 | loss: 0.0311398 | val_loss: 0.0311691 | Time: 3019.43 ms [2021-11-15 13:53:50 main:574] : INFO : Epoch 1591 | loss: 0.0311388 | val_loss: 0.0311737 | Time: 3114.8 ms [2021-11-15 13:53:54 main:574] : INFO : Epoch 1592 | loss: 0.0311404 | val_loss: 0.0311679 | Time: 3081.31 ms [2021-11-15 13:53:57 main:574] : INFO : Epoch 1593 | loss: 0.03114 | val_loss: 0.0311791 | Time: 3057.48 ms [2021-11-15 13:54:00 main:574] : INFO : Epoch 1594 | loss: 0.0311415 | val_loss: 0.0311719 | Time: 3103.08 ms [2021-11-15 13:54:03 main:574] : INFO : Epoch 1595 | loss: 0.0311392 | val_loss: 0.0311674 | Time: 3077.01 ms [2021-11-15 13:54:06 main:574] : INFO : Epoch 1596 | loss: 0.0311397 | val_loss: 0.0311693 | Time: 3021.3 ms [2021-11-15 13:54:09 main:574] : INFO : Epoch 1597 | loss: 0.0311398 | val_loss: 0.031176 | Time: 3019.78 ms [2021-11-15 13:54:12 main:574] : INFO : Epoch 1598 | loss: 0.031137 | val_loss: 0.0311752 | Time: 3017.69 ms [2021-11-15 13:54:15 main:574] : INFO : Epoch 1599 | loss: 0.0311374 | val_loss: 0.031168 | Time: 3055.19 ms [2021-11-15 13:54:18 main:574] : INFO : Epoch 1600 | loss: 0.0311373 | val_loss: 0.0311736 | Time: 3078.91 ms [2021-11-15 13:54:21 main:574] : INFO : Epoch 1601 | loss: 0.0311358 | val_loss: 0.0311711 | Time: 3068.82 ms [2021-11-15 13:54:24 main:574] : INFO : Epoch 1602 | loss: 0.0311366 | val_loss: 0.0311691 | Time: 3049.75 ms [2021-11-15 13:54:27 main:574] : INFO : Epoch 1603 | loss: 0.0311371 | val_loss: 0.0311764 | Time: 3013.03 ms [2021-11-15 13:54:30 main:574] : INFO : Epoch 1604 | loss: 0.0311396 | val_loss: 0.0311875 | Time: 3013.85 ms [2021-11-15 13:54:33 main:574] : INFO : Epoch 1605 | loss: 0.0311382 | val_loss: 0.0311786 | Time: 3050.38 ms [2021-11-15 13:54:36 main:574] : INFO : Epoch 1606 | loss: 0.0311443 | val_loss: 0.0311814 | Time: 3065.62 ms [2021-11-15 13:54:39 main:574] : INFO : Epoch 1607 | loss: 0.0311381 | val_loss: 0.0311796 | Time: 3066.48 ms [2021-11-15 13:54:42 main:574] : INFO : Epoch 1608 | loss: 0.0311391 | val_loss: 0.0311712 | Time: 3094.82 ms [2021-11-15 13:54:46 main:574] : INFO : Epoch 1609 | loss: 0.0311377 | val_loss: 0.0311757 | Time: 3077.78 ms [2021-11-15 13:54:49 main:574] : INFO : Epoch 1610 | loss: 0.0311378 | val_loss: 0.0311769 | Time: 3043.74 ms [2021-11-15 13:54:52 main:574] : INFO : Epoch 1611 | loss: 0.0311366 | val_loss: 0.0311744 | Time: 3100.94 ms [2021-11-15 13:54:55 main:574] : INFO : Epoch 1612 | loss: 0.031134 | val_loss: 0.0311781 | Time: 3116.5 ms [2021-11-15 13:54:58 main:574] : INFO : Epoch 1613 | loss: 0.0311327 | val_loss: 0.0311793 | Time: 3030.13 ms [2021-11-15 13:55:01 main:574] : INFO : Epoch 1614 | loss: 0.0311323 | val_loss: 0.0311803 | Time: 3017.54 ms [2021-11-15 13:55:04 main:574] : INFO : Epoch 1615 | loss: 0.0311323 | val_loss: 0.0311801 | Time: 3035.99 ms [2021-11-15 13:55:07 main:574] : INFO : Epoch 1616 | loss: 0.0311328 | val_loss: 0.0311768 | Time: 3059.19 ms [2021-11-15 13:55:10 main:574] : INFO : Epoch 1617 | loss: 0.0311331 | val_loss: 0.0311779 | Time: 3061.95 ms [2021-11-15 13:55:13 main:574] : INFO : Epoch 1618 | loss: 0.0311345 | val_loss: 0.0311769 | Time: 3071.24 ms [2021-11-15 13:55:16 main:574] : INFO : Epoch 1619 | loss: 0.0311309 | val_loss: 0.0311737 | Time: 3098.25 ms [2021-11-15 13:55:19 main:574] : INFO : Epoch 1620 | loss: 0.0311365 | val_loss: 0.0311808 | Time: 3016.83 ms [2021-11-15 13:55:22 main:574] : INFO : Epoch 1621 | loss: 0.0311329 | val_loss: 0.0311762 | Time: 3010.65 ms [2021-11-15 13:55:25 main:574] : INFO : Epoch 1622 | loss: 0.0311323 | val_loss: 0.0311802 | Time: 3005.12 ms [2021-11-15 13:55:28 main:574] : INFO : Epoch 1623 | loss: 0.0311322 | val_loss: 0.0311754 | Time: 3006.61 ms [2021-11-15 13:55:31 main:574] : INFO : Epoch 1624 | loss: 0.0311329 | val_loss: 0.0311758 | Time: 3014.24 ms [2021-11-15 13:55:34 main:574] : INFO : Epoch 1625 | loss: 0.0311336 | val_loss: 0.0311833 | Time: 3011 ms [2021-11-15 13:55:37 main:574] : INFO : Epoch 1626 | loss: 0.0311343 | val_loss: 0.0311767 | Time: 3039.34 ms [2021-11-15 13:55:40 main:574] : INFO : Epoch 1627 | loss: 0.0311314 | val_loss: 0.0311791 | Time: 3076.7 ms [2021-11-15 13:55:43 main:574] : INFO : Epoch 1628 | loss: 0.0311293 | val_loss: 0.0311748 | Time: 3066.07 ms [2021-11-15 13:55:47 main:574] : INFO : Epoch 1629 | loss: 0.0311292 | val_loss: 0.0311792 | Time: 3057.36 ms [2021-11-15 13:55:50 main:574] : INFO : Epoch 1630 | loss: 0.0311321 | val_loss: 0.0311747 | Time: 3062.78 ms [2021-11-15 13:55:53 main:574] : INFO : Epoch 1631 | loss: 0.0311346 | val_loss: 0.0311785 | Time: 3037.48 ms [2021-11-15 13:55:56 main:574] : INFO : Epoch 1632 | loss: 0.0311323 | val_loss: 0.0311795 | Time: 3058.13 ms [2021-11-15 13:55:59 main:574] : INFO : Epoch 1633 | loss: 0.0311307 | val_loss: 0.0311711 | Time: 3025.91 ms [2021-11-15 13:56:02 main:574] : INFO : Epoch 1634 | loss: 0.0311283 | val_loss: 0.0311811 | Time: 3053.78 ms [2021-11-15 13:56:05 main:574] : INFO : Epoch 1635 | loss: 0.0311326 | val_loss: 0.0311741 | Time: 3056.95 ms [2021-11-15 13:56:08 main:574] : INFO : Epoch 1636 | loss: 0.0311333 | val_loss: 0.0311716 | Time: 3048.03 ms [2021-11-15 13:56:11 main:574] : INFO : Epoch 1637 | loss: 0.0311372 | val_loss: 0.0311728 | Time: 3045.28 ms [2021-11-15 13:56:14 main:574] : INFO : Epoch 1638 | loss: 0.0311352 | val_loss: 0.0311727 | Time: 3031.48 ms [2021-11-15 13:56:17 main:574] : INFO : Epoch 1639 | loss: 0.0311338 | val_loss: 0.031178 | Time: 3028.02 ms [2021-11-15 13:56:20 main:574] : INFO : Epoch 1640 | loss: 0.0311304 | val_loss: 0.0311675 | Time: 3052.5 ms [2021-11-15 13:56:23 main:574] : INFO : Epoch 1641 | loss: 0.0311346 | val_loss: 0.0312039 | Time: 3047.02 ms [2021-11-15 13:56:26 main:574] : INFO : Epoch 1642 | loss: 0.0311361 | val_loss: 0.0311796 | Time: 3019.21 ms [2021-11-15 13:56:29 main:574] : INFO : Epoch 1643 | loss: 0.0311286 | val_loss: 0.0311775 | Time: 3018.39 ms [2021-11-15 13:56:32 main:574] : INFO : Epoch 1644 | loss: 0.0311274 | val_loss: 0.031177 | Time: 3056.25 ms [2021-11-15 13:56:35 main:574] : INFO : Epoch 1645 | loss: 0.0311288 | val_loss: 0.0311819 | Time: 3040.01 ms [2021-11-15 13:56:38 main:574] : INFO : Epoch 1646 | loss: 0.0311278 | val_loss: 0.0311737 | Time: 3067.07 ms [2021-11-15 13:56:41 main:574] : INFO : Epoch 1647 | loss: 0.0311323 | val_loss: 0.0311801 | Time: 3038.45 ms [2021-11-15 13:56:44 main:574] : INFO : Epoch 1648 | loss: 0.0311268 | val_loss: 0.0311729 | Time: 3050 ms [2021-11-15 13:56:47 main:574] : INFO : Epoch 1649 | loss: 0.0311332 | val_loss: 0.03117 | Time: 3040.05 ms [2021-11-15 13:56:51 main:574] : INFO : Epoch 1650 | loss: 0.0311347 | val_loss: 0.0311826 | Time: 3057.87 ms [2021-11-15 13:56:54 main:574] : INFO : Epoch 1651 | loss: 0.0311297 | val_loss: 0.0311743 | Time: 3074.57 ms [2021-11-15 13:56:57 main:574] : INFO : Epoch 1652 | loss: 0.0311296 | val_loss: 0.0311792 | Time: 3074.39 ms [2021-11-15 13:57:00 main:574] : INFO : Epoch 1653 | loss: 0.0311249 | val_loss: 0.0311738 | Time: 3003.05 ms [2021-11-15 13:57:03 main:574] : INFO : Epoch 1654 | loss: 0.0311327 | val_loss: 0.0311742 | Time: 3002.79 ms [2021-11-15 13:57:06 main:574] : INFO : Epoch 1655 | loss: 0.0311352 | val_loss: 0.0311722 | Time: 3001.04 ms [2021-11-15 13:57:09 main:574] : INFO : Epoch 1656 | loss: 0.0311299 | val_loss: 0.0311875 | Time: 3020.99 ms [2021-11-15 13:57:12 main:574] : INFO : Epoch 1657 | loss: 0.0311263 | val_loss: 0.0311775 | Time: 3056.27 ms [2021-11-15 13:57:15 main:574] : INFO : Epoch 1658 | loss: 0.0311279 | val_loss: 0.0311766 | Time: 3097.38 ms [2021-11-15 13:57:18 main:574] : INFO : Epoch 1659 | loss: 0.0311263 | val_loss: 0.031171 | Time: 3097.47 ms [2021-11-15 13:57:21 main:574] : INFO : Epoch 1660 | loss: 0.0311222 | val_loss: 0.0311758 | Time: 3073.58 ms [2021-11-15 13:57:24 main:574] : INFO : Epoch 1661 | loss: 0.0311252 | val_loss: 0.0311798 | Time: 3042.73 ms [2021-11-15 13:57:27 main:574] : INFO : Epoch 1662 | loss: 0.0311264 | val_loss: 0.0311792 | Time: 3043.6 ms [2021-11-15 13:57:30 main:574] : INFO : Epoch 1663 | loss: 0.0311294 | val_loss: 0.031182 | Time: 3055.7 ms [2021-11-15 13:57:33 main:574] : INFO : Epoch 1664 | loss: 0.0311248 | val_loss: 0.0311774 | Time: 3049.24 ms [2021-11-15 13:57:36 main:574] : INFO : Epoch 1665 | loss: 0.0311277 | val_loss: 0.0311729 | Time: 3034.87 ms [2021-11-15 13:57:39 main:574] : INFO : Epoch 1666 | loss: 0.0311307 | val_loss: 0.0311755 | Time: 3068.64 ms [2021-11-15 13:57:42 main:574] : INFO : Epoch 1667 | loss: 0.0311314 | val_loss: 0.0311883 | Time: 3107.35 ms [2021-11-15 13:57:46 main:574] : INFO : Epoch 1668 | loss: 0.0311292 | val_loss: 0.0311783 | Time: 3008.23 ms [2021-11-15 13:57:49 main:574] : INFO : Epoch 1669 | loss: 0.031128 | val_loss: 0.0311789 | Time: 3076.89 ms [2021-11-15 13:57:52 main:574] : INFO : Epoch 1670 | loss: 0.0311241 | val_loss: 0.0311795 | Time: 3029.69 ms [2021-11-15 13:57:55 main:574] : INFO : Epoch 1671 | loss: 0.0311235 | val_loss: 0.0311811 | Time: 3016.2 ms [2021-11-15 13:57:58 main:574] : INFO : Epoch 1672 | loss: 0.0311281 | val_loss: 0.0311869 | Time: 3070.65 ms [2021-11-15 13:58:01 main:574] : INFO : Epoch 1673 | loss: 0.0311309 | val_loss: 0.0311896 | Time: 3005.01 ms [2021-11-15 13:58:04 main:574] : INFO : Epoch 1674 | loss: 0.0311248 | val_loss: 0.0311773 | Time: 3009.5 ms [2021-11-15 13:58:07 main:574] : INFO : Epoch 1675 | loss: 0.0311274 | val_loss: 0.031173 | Time: 3002.06 ms [2021-11-15 13:58:10 main:574] : INFO : Epoch 1676 | loss: 0.031125 | val_loss: 0.0311796 | Time: 3047.13 ms [2021-11-15 13:58:13 main:574] : INFO : Epoch 1677 | loss: 0.0311274 | val_loss: 0.0311747 | Time: 3036.94 ms [2021-11-15 13:58:16 main:574] : INFO : Epoch 1678 | loss: 0.0311303 | val_loss: 0.0311811 | Time: 3009.85 ms [2021-11-15 13:58:19 main:574] : INFO : Epoch 1679 | loss: 0.0311283 | val_loss: 0.0311804 | Time: 3032.45 ms [2021-11-15 13:58:22 main:574] : INFO : Epoch 1680 | loss: 0.0311249 | val_loss: 0.031175 | Time: 3071.68 ms [2021-11-15 13:58:25 main:574] : INFO : Epoch 1681 | loss: 0.0311248 | val_loss: 0.0311879 | Time: 3035.08 ms [2021-11-15 13:58:28 main:574] : INFO : Epoch 1682 | loss: 0.0311345 | val_loss: 0.0311823 | Time: 3075.55 ms [2021-11-15 13:58:31 main:574] : INFO : Epoch 1683 | loss: 0.0311374 | val_loss: 0.031179 | Time: 3116.94 ms [2021-11-15 13:58:34 main:574] : INFO : Epoch 1684 | loss: 0.0311319 | val_loss: 0.0311816 | Time: 3094.22 ms [2021-11-15 13:58:37 main:574] : INFO : Epoch 1685 | loss: 0.0311273 | val_loss: 0.0311711 | Time: 3077.18 ms [2021-11-15 13:58:40 main:574] : INFO : Epoch 1686 | loss: 0.0311254 | val_loss: 0.0311786 | Time: 3086.3 ms [2021-11-15 13:58:43 main:574] : INFO : Epoch 1687 | loss: 0.0311257 | val_loss: 0.0311798 | Time: 3011.23 ms [2021-11-15 13:58:47 main:574] : INFO : Epoch 1688 | loss: 0.0311226 | val_loss: 0.0311752 | Time: 3034.18 ms [2021-11-15 13:58:50 main:574] : INFO : Epoch 1689 | loss: 0.0311214 | val_loss: 0.0311767 | Time: 3062.35 ms [2021-11-15 13:58:53 main:574] : INFO : Epoch 1690 | loss: 0.0311226 | val_loss: 0.0311986 | Time: 3060.28 ms [2021-11-15 13:58:56 main:574] : INFO : Epoch 1691 | loss: 0.031124 | val_loss: 0.0311789 | Time: 3054.36 ms [2021-11-15 13:58:59 main:574] : INFO : Epoch 1692 | loss: 0.0311219 | val_loss: 0.0311776 | Time: 3054.16 ms [2021-11-15 13:59:02 main:574] : INFO : Epoch 1693 | loss: 0.0311226 | val_loss: 0.0311841 | Time: 3068.84 ms [2021-11-15 13:59:05 main:574] : INFO : Epoch 1694 | loss: 0.0311203 | val_loss: 0.0311858 | Time: 3058.06 ms [2021-11-15 13:59:08 main:574] : INFO : Epoch 1695 | loss: 0.0311213 | val_loss: 0.0311791 | Time: 3072.39 ms [2021-11-15 13:59:11 main:574] : INFO : Epoch 1696 | loss: 0.0311214 | val_loss: 0.0311845 | Time: 3059.05 ms [2021-11-15 13:59:14 main:574] : INFO : Epoch 1697 | loss: 0.0311205 | val_loss: 0.0311835 | Time: 3000.17 ms [2021-11-15 13:59:17 main:574] : INFO : Epoch 1698 | loss: 0.0311202 | val_loss: 0.0311811 | Time: 3059.92 ms [2021-11-15 13:59:20 main:574] : INFO : Epoch 1699 | loss: 0.031121 | val_loss: 0.0311809 | Time: 3135.18 ms [2021-11-15 13:59:23 main:574] : INFO : Epoch 1700 | loss: 0.0311246 | val_loss: 0.0311823 | Time: 3097.91 ms [2021-11-15 13:59:26 main:574] : INFO : Epoch 1701 | loss: 0.0311264 | val_loss: 0.0311804 | Time: 3033.51 ms [2021-11-15 13:59:29 main:574] : INFO : Epoch 1702 | loss: 0.0311225 | val_loss: 0.0311856 | Time: 3030.82 ms [2021-11-15 13:59:32 main:574] : INFO : Epoch 1703 | loss: 0.0311257 | val_loss: 0.0311892 | Time: 3013.16 ms [2021-11-15 13:59:35 main:574] : INFO : Epoch 1704 | loss: 0.0311187 | val_loss: 0.0311827 | Time: 3046.35 ms [2021-11-15 13:59:39 main:574] : INFO : Epoch 1705 | loss: 0.03112 | val_loss: 0.0311874 | Time: 3064.96 ms [2021-11-15 13:59:42 main:574] : INFO : Epoch 1706 | loss: 0.0311213 | val_loss: 0.0311797 | Time: 3216.51 ms [2021-11-15 13:59:45 main:574] : INFO : Epoch 1707 | loss: 0.0311193 | val_loss: 0.0311846 | Time: 3126.24 ms [2021-11-15 13:59:48 main:574] : INFO : Epoch 1708 | loss: 0.0311181 | val_loss: 0.0311807 | Time: 3066.31 ms [2021-11-15 13:59:51 main:574] : INFO : Epoch 1709 | loss: 0.0311195 | val_loss: 0.0311808 | Time: 3061.85 ms [2021-11-15 13:59:54 main:574] : INFO : Epoch 1710 | loss: 0.03112 | val_loss: 0.0311907 | Time: 3053.06 ms [2021-11-15 13:59:57 main:574] : INFO : Epoch 1711 | loss: 0.0311229 | val_loss: 0.0311778 | Time: 3052.92 ms [2021-11-15 14:00:00 main:574] : INFO : Epoch 1712 | loss: 0.0311286 | val_loss: 0.0311901 | Time: 3067.85 ms [2021-11-15 14:00:03 main:574] : INFO : Epoch 1713 | loss: 0.0311251 | val_loss: 0.0311786 | Time: 3041.8 ms [2021-11-15 14:00:06 main:574] : INFO : Epoch 1714 | loss: 0.0311245 | val_loss: 0.0311835 | Time: 3094.32 ms [2021-11-15 14:00:09 main:574] : INFO : Epoch 1715 | loss: 0.0311192 | val_loss: 0.0311812 | Time: 3063.33 ms [2021-11-15 14:00:12 main:574] : INFO : Epoch 1716 | loss: 0.0311259 | val_loss: 0.0311841 | Time: 3045.92 ms [2021-11-15 14:00:16 main:574] : INFO : Epoch 1717 | loss: 0.0311296 | val_loss: 0.0311814 | Time: 3071.72 ms [2021-11-15 14:00:19 main:574] : INFO : Epoch 1718 | loss: 0.0311297 | val_loss: 0.031177 | Time: 3102.69 ms [2021-11-15 14:00:22 main:574] : INFO : Epoch 1719 | loss: 0.0311233 | val_loss: 0.0311794 | Time: 3075.54 ms [2021-11-15 14:00:25 main:574] : INFO : Epoch 1720 | loss: 0.0311213 | val_loss: 0.0311788 | Time: 3139.6 ms [2021-11-15 14:00:28 main:574] : INFO : Epoch 1721 | loss: 0.03112 | val_loss: 0.0311934 | Time: 3150.75 ms [2021-11-15 14:00:31 main:574] : INFO : Epoch 1722 | loss: 0.0311253 | val_loss: 0.0311796 | Time: 3016.81 ms [2021-11-15 14:00:34 main:574] : INFO : Epoch 1723 | loss: 0.0311203 | val_loss: 0.0311864 | Time: 3027.57 ms [2021-11-15 14:00:37 main:574] : INFO : Epoch 1724 | loss: 0.0311177 | val_loss: 0.0311854 | Time: 3018.95 ms [2021-11-15 14:00:40 main:574] : INFO : Epoch 1725 | loss: 0.0311149 | val_loss: 0.0311813 | Time: 3002.44 ms [2021-11-15 14:00:43 main:574] : INFO : Epoch 1726 | loss: 0.0311179 | val_loss: 0.0311802 | Time: 3006.65 ms [2021-11-15 14:00:46 main:574] : INFO : Epoch 1727 | loss: 0.0311211 | val_loss: 0.0311777 | Time: 3004.8 ms [2021-11-15 14:00:49 main:574] : INFO : Epoch 1728 | loss: 0.0311267 | val_loss: 0.0311787 | Time: 3010.96 ms [2021-11-15 14:00:52 main:574] : INFO : Epoch 1729 | loss: 0.0311245 | val_loss: 0.0311824 | Time: 3006.71 ms [2021-11-15 14:00:55 main:574] : INFO : Epoch 1730 | loss: 0.0311231 | val_loss: 0.0311846 | Time: 3020.98 ms [2021-11-15 14:00:58 main:574] : INFO : Epoch 1731 | loss: 0.031121 | val_loss: 0.0311806 | Time: 3006.33 ms [2021-11-15 14:01:01 main:574] : INFO : Epoch 1732 | loss: 0.0311184 | val_loss: 0.03118 | Time: 3017.99 ms [2021-11-15 14:01:04 main:574] : INFO : Epoch 1733 | loss: 0.0311236 | val_loss: 0.0311839 | Time: 3004.62 ms [2021-11-15 14:01:07 main:574] : INFO : Epoch 1734 | loss: 0.0311252 | val_loss: 0.0311811 | Time: 3034.83 ms [2021-11-15 14:01:10 main:574] : INFO : Epoch 1735 | loss: 0.0311248 | val_loss: 0.0311803 | Time: 3088.26 ms [2021-11-15 14:01:13 main:574] : INFO : Epoch 1736 | loss: 0.031121 | val_loss: 0.0311907 | Time: 3016.87 ms [2021-11-15 14:01:16 main:574] : INFO : Epoch 1737 | loss: 0.0311191 | val_loss: 0.0311795 | Time: 3003.38 ms [2021-11-15 14:01:19 main:574] : INFO : Epoch 1738 | loss: 0.0311172 | val_loss: 0.0311892 | Time: 3014.75 ms [2021-11-15 14:01:23 main:574] : INFO : Epoch 1739 | loss: 0.0311208 | val_loss: 0.0311777 | Time: 3111.12 ms [2021-11-15 14:01:26 main:574] : INFO : Epoch 1740 | loss: 0.0311182 | val_loss: 0.0311829 | Time: 3107.82 ms [2021-11-15 14:01:29 main:574] : INFO : Epoch 1741 | loss: 0.0311189 | val_loss: 0.0311811 | Time: 3097.37 ms [2021-11-15 14:01:32 main:574] : INFO : Epoch 1742 | loss: 0.0311181 | val_loss: 0.0312035 | Time: 3199.61 ms [2021-11-15 14:01:35 main:574] : INFO : Epoch 1743 | loss: 0.031118 | val_loss: 0.0311811 | Time: 3009.2 ms [2021-11-15 14:01:38 main:574] : INFO : Epoch 1744 | loss: 0.0311276 | val_loss: 0.0311792 | Time: 3013.86 ms [2021-11-15 14:01:41 main:574] : INFO : Epoch 1745 | loss: 0.0311222 | val_loss: 0.0311733 | Time: 3067.99 ms [2021-11-15 14:01:44 main:574] : INFO : Epoch 1746 | loss: 0.0311294 | val_loss: 0.0311781 | Time: 3044.91 ms [2021-11-15 14:01:47 main:574] : INFO : Epoch 1747 | loss: 0.0311208 | val_loss: 0.0311765 | Time: 3045.46 ms [2021-11-15 14:01:50 main:574] : INFO : Epoch 1748 | loss: 0.031124 | val_loss: 0.0311842 | Time: 3039.52 ms [2021-11-15 14:01:53 main:574] : INFO : Epoch 1749 | loss: 0.0311212 | val_loss: 0.0311813 | Time: 3168.15 ms [2021-11-15 14:01:56 main:574] : INFO : Epoch 1750 | loss: 0.031117 | val_loss: 0.0311778 | Time: 3116.19 ms [2021-11-15 14:01:59 main:574] : INFO : Epoch 1751 | loss: 0.0311184 | val_loss: 0.0311833 | Time: 3008.18 ms [2021-11-15 14:02:03 main:574] : INFO : Epoch 1752 | loss: 0.0311197 | val_loss: 0.0311762 | Time: 3011.3 ms [2021-11-15 14:02:06 main:574] : INFO : Epoch 1753 | loss: 0.0311257 | val_loss: 0.0311877 | Time: 3123.75 ms [2021-11-15 14:02:09 main:574] : INFO : Epoch 1754 | loss: 0.0311257 | val_loss: 0.031178 | Time: 3109.49 ms [2021-11-15 14:02:12 main:574] : INFO : Epoch 1755 | loss: 0.0311179 | val_loss: 0.0311846 | Time: 3164.88 ms [2021-11-15 14:02:15 main:574] : INFO : Epoch 1756 | loss: 0.0311164 | val_loss: 0.0311908 | Time: 3098.9 ms [2021-11-15 14:02:18 main:574] : INFO : Epoch 1757 | loss: 0.031115 | val_loss: 0.0311807 | Time: 3115.57 ms [2021-11-15 14:02:21 main:574] : INFO : Epoch 1758 | loss: 0.0311146 | val_loss: 0.0311883 | Time: 3073.82 ms [2021-11-15 14:02:24 main:574] : INFO : Epoch 1759 | loss: 0.031117 | val_loss: 0.0311865 | Time: 3120.37 ms [2021-11-15 14:02:27 main:574] : INFO : Epoch 1760 | loss: 0.0311181 | val_loss: 0.0311821 | Time: 3016.27 ms [2021-11-15 14:02:30 main:574] : INFO : Epoch 1761 | loss: 0.0311166 | val_loss: 0.0311934 | Time: 3027.84 ms [2021-11-15 14:02:34 main:574] : INFO : Epoch 1762 | loss: 0.0311161 | val_loss: 0.0311858 | Time: 3200.51 ms [2021-11-15 14:02:37 main:574] : INFO : Epoch 1763 | loss: 0.0311192 | val_loss: 0.0311775 | Time: 3062.65 ms [2021-11-15 14:02:40 main:574] : INFO : Epoch 1764 | loss: 0.0311267 | val_loss: 0.0311836 | Time: 3022.03 ms [2021-11-15 14:02:43 main:574] : INFO : Epoch 1765 | loss: 0.031119 | val_loss: 0.0311841 | Time: 2998.72 ms [2021-11-15 14:02:46 main:574] : INFO : Epoch 1766 | loss: 0.0311197 | val_loss: 0.0311854 | Time: 3003.05 ms [2021-11-15 14:02:49 main:574] : INFO : Epoch 1767 | loss: 0.0311185 | val_loss: 0.0311816 | Time: 3004.08 ms [2021-11-15 14:02:52 main:574] : INFO : Epoch 1768 | loss: 0.0311534 | val_loss: 0.031178 | Time: 3074.09 ms [2021-11-15 14:02:55 main:574] : INFO : Epoch 1769 | loss: 0.0311461 | val_loss: 0.0311938 | Time: 3128.45 ms [2021-11-15 14:02:58 main:574] : INFO : Epoch 1770 | loss: 0.0311405 | val_loss: 0.0311831 | Time: 3328.09 ms [2021-11-15 14:03:01 main:574] : INFO : Epoch 1771 | loss: 0.0311297 | val_loss: 0.0311797 | Time: 3017.48 ms [2021-11-15 14:03:04 main:574] : INFO : Epoch 1772 | loss: 0.0311312 | val_loss: 0.0311899 | Time: 3023.5 ms [2021-11-15 14:03:07 main:574] : INFO : Epoch 1773 | loss: 0.0311269 | val_loss: 0.0311827 | Time: 3022.07 ms [2021-11-15 14:03:10 main:574] : INFO : Epoch 1774 | loss: 0.0311234 | val_loss: 0.0311757 | Time: 3060.05 ms [2021-11-15 14:03:13 main:574] : INFO : Epoch 1775 | loss: 0.0311198 | val_loss: 0.0311824 | Time: 3035.46 ms [2021-11-15 14:03:16 main:574] : INFO : Epoch 1776 | loss: 0.0311182 | val_loss: 0.0311853 | Time: 3025.17 ms [2021-11-15 14:03:19 main:574] : INFO : Epoch 1777 | loss: 0.0311187 | val_loss: 0.0311865 | Time: 3020.05 ms [2021-11-15 14:03:22 main:574] : INFO : Epoch 1778 | loss: 0.0311155 | val_loss: 0.0311789 | Time: 3011.9 ms [2021-11-15 14:03:26 main:574] : INFO : Epoch 1779 | loss: 0.0311172 | val_loss: 0.0311913 | Time: 3013.79 ms [2021-11-15 14:03:29 main:574] : INFO : Epoch 1780 | loss: 0.0311174 | val_loss: 0.0311788 | Time: 3039.12 ms [2021-11-15 14:03:32 main:574] : INFO : Epoch 1781 | loss: 0.0311168 | val_loss: 0.0311844 | Time: 3007.87 ms [2021-11-15 14:03:35 main:574] : INFO : Epoch 1782 | loss: 0.0311179 | val_loss: 0.0311823 | Time: 3011.04 ms [2021-11-15 14:03:38 main:574] : INFO : Epoch 1783 | loss: 0.0311167 | val_loss: 0.0311921 | Time: 3023.59 ms [2021-11-15 14:03:41 main:574] : INFO : Epoch 1784 | loss: 0.0311188 | val_loss: 0.03119 | Time: 3028.03 ms [2021-11-15 14:03:44 main:574] : INFO : Epoch 1785 | loss: 0.0311169 | val_loss: 0.0311901 | Time: 3008.11 ms [2021-11-15 14:03:47 main:574] : INFO : Epoch 1786 | loss: 0.0311148 | val_loss: 0.0311815 | Time: 3039 ms [2021-11-15 14:03:50 main:574] : INFO : Epoch 1787 | loss: 0.031116 | val_loss: 0.0311864 | Time: 3011.51 ms [2021-11-15 14:03:53 main:574] : INFO : Epoch 1788 | loss: 0.0311164 | val_loss: 0.0311775 | Time: 3033.14 ms [2021-11-15 14:03:56 main:574] : INFO : Epoch 1789 | loss: 0.0311124 | val_loss: 0.0311819 | Time: 3010.7 ms [2021-11-15 14:03:59 main:574] : INFO : Epoch 1790 | loss: 0.0311135 | val_loss: 0.0311969 | Time: 3020.3 ms [2021-11-15 14:04:02 main:574] : INFO : Epoch 1791 | loss: 0.0311188 | val_loss: 0.0311889 | Time: 3009.11 ms [2021-11-15 14:04:05 main:574] : INFO : Epoch 1792 | loss: 0.031114 | val_loss: 0.0311822 | Time: 3037.2 ms [2021-11-15 14:04:08 main:574] : INFO : Epoch 1793 | loss: 0.0311153 | val_loss: 0.0311838 | Time: 3025.66 ms [2021-11-15 14:04:11 main:574] : INFO : Epoch 1794 | loss: 0.0311128 | val_loss: 0.031193 | Time: 3019.68 ms [2021-11-15 14:04:14 main:574] : INFO : Epoch 1795 | loss: 0.031121 | val_loss: 0.0311865 | Time: 3021.12 ms [2021-11-15 14:04:17 main:574] : INFO : Epoch 1796 | loss: 0.0311207 | val_loss: 0.031187 | Time: 3037.33 ms [2021-11-15 14:04:20 main:574] : INFO : Epoch 1797 | loss: 0.0311201 | val_loss: 0.0311874 | Time: 3021.78 ms [2021-11-15 14:04:23 main:574] : INFO : Epoch 1798 | loss: 0.0311159 | val_loss: 0.03119 | Time: 3028.05 ms [2021-11-15 14:04:26 main:574] : INFO : Epoch 1799 | loss: 0.0311145 | val_loss: 0.0311854 | Time: 3023.61 ms [2021-11-15 14:04:29 main:574] : INFO : Epoch 1800 | loss: 0.0311188 | val_loss: 0.0311923 | Time: 3026.03 ms [2021-11-15 14:04:32 main:574] : INFO : Epoch 1801 | loss: 0.0311173 | val_loss: 0.0311859 | Time: 3011.44 ms [2021-11-15 14:04:35 main:574] : INFO : Epoch 1802 | loss: 0.0311159 | val_loss: 0.0311887 | Time: 3022.63 ms [2021-11-15 14:04:38 main:574] : INFO : Epoch 1803 | loss: 0.0311133 | val_loss: 0.0311914 | Time: 3019.39 ms [2021-11-15 14:04:41 main:574] : INFO : Epoch 1804 | loss: 0.0311169 | val_loss: 0.0311907 | Time: 3043.55 ms [2021-11-15 14:04:44 main:574] : INFO : Epoch 1805 | loss: 0.0311105 | val_loss: 0.0311898 | Time: 3014.34 ms [2021-11-15 14:04:47 main:574] : INFO : Epoch 1806 | loss: 0.0311128 | val_loss: 0.0311803 | Time: 3025.46 ms [2021-11-15 14:04:50 main:574] : INFO : Epoch 1807 | loss: 0.0311124 | val_loss: 0.0311946 | Time: 3017.93 ms [2021-11-15 14:04:53 main:574] : INFO : Epoch 1808 | loss: 0.0311207 | val_loss: 0.031183 | Time: 3028.03 ms [2021-11-15 14:04:56 main:574] : INFO : Epoch 1809 | loss: 0.0311181 | val_loss: 0.0311872 | Time: 3003.87 ms [2021-11-15 14:04:59 main:574] : INFO : Epoch 1810 | loss: 0.0311188 | val_loss: 0.0311959 | Time: 3022.73 ms [2021-11-15 14:05:02 main:574] : INFO : Epoch 1811 | loss: 0.0311138 | val_loss: 0.0311916 | Time: 3023.17 ms [2021-11-15 14:05:05 main:574] : INFO : Epoch 1812 | loss: 0.0311151 | val_loss: 0.0311909 | Time: 3016.29 ms [2021-11-15 14:05:08 main:574] : INFO : Epoch 1813 | loss: 0.0311166 | val_loss: 0.0311876 | Time: 3004.08 ms [2021-11-15 14:05:11 main:574] : INFO : Epoch 1814 | loss: 0.0311144 | val_loss: 0.03119 | Time: 3014.16 ms [2021-11-15 14:05:14 main:574] : INFO : Epoch 1815 | loss: 0.0311129 | val_loss: 0.0311914 | Time: 3013.59 ms [2021-11-15 14:05:17 main:574] : INFO : Epoch 1816 | loss: 0.0311187 | val_loss: 0.0311875 | Time: 3020.42 ms [2021-11-15 14:05:20 main:574] : INFO : Epoch 1817 | loss: 0.0311148 | val_loss: 0.0311929 | Time: 3016.19 ms [2021-11-15 14:05:23 main:574] : INFO : Epoch 1818 | loss: 0.0311157 | val_loss: 0.0311815 | Time: 3032.56 ms [2021-11-15 14:05:26 main:574] : INFO : Epoch 1819 | loss: 0.0311169 | val_loss: 0.0311874 | Time: 3009.31 ms [2021-11-15 14:05:30 main:574] : INFO : Epoch 1820 | loss: 0.0311129 | val_loss: 0.0311852 | Time: 3036.6 ms [2021-11-15 14:05:33 main:574] : INFO : Epoch 1821 | loss: 0.0311121 | val_loss: 0.0311872 | Time: 3006 ms [2021-11-15 14:05:36 main:574] : INFO : Epoch 1822 | loss: 0.0311103 | val_loss: 0.0311956 | Time: 3002.71 ms [2021-11-15 14:05:39 main:574] : INFO : Epoch 1823 | loss: 0.0311117 | val_loss: 0.0311993 | Time: 3014.57 ms [2021-11-15 14:05:42 main:574] : INFO : Epoch 1824 | loss: 0.031117 | val_loss: 0.031188 | Time: 3109.44 ms [2021-11-15 14:05:45 main:574] : INFO : Epoch 1825 | loss: 0.0311301 | val_loss: 0.031174 | Time: 3006.11 ms [2021-11-15 14:05:48 main:574] : INFO : Epoch 1826 | loss: 0.0311523 | val_loss: 0.0311725 | Time: 3026.36 ms [2021-11-15 14:05:51 main:574] : INFO : Epoch 1827 | loss: 0.0311475 | val_loss: 0.0311714 | Time: 3015.63 ms [2021-11-15 14:05:54 main:574] : INFO : Epoch 1828 | loss: 0.0311432 | val_loss: 0.0311753 | Time: 3017.72 ms [2021-11-15 14:05:57 main:574] : INFO : Epoch 1829 | loss: 0.0311409 | val_loss: 0.0311683 | Time: 3004.48 ms [2021-11-15 14:06:00 main:574] : INFO : Epoch 1830 | loss: 0.0311376 | val_loss: 0.0311755 | Time: 3027.33 ms [2021-11-15 14:06:03 main:574] : INFO : Epoch 1831 | loss: 0.0311357 | val_loss: 0.0311726 | Time: 3033.27 ms [2021-11-15 14:06:06 main:574] : INFO : Epoch 1832 | loss: 0.0311377 | val_loss: 0.0311732 | Time: 3046.72 ms [2021-11-15 14:06:09 main:574] : INFO : Epoch 1833 | loss: 0.0311352 | val_loss: 0.031179 | Time: 3028.35 ms [2021-11-15 14:06:12 main:574] : INFO : Epoch 1834 | loss: 0.0311351 | val_loss: 0.031177 | Time: 3030.51 ms [2021-11-15 14:06:15 main:574] : INFO : Epoch 1835 | loss: 0.0311375 | val_loss: 0.0311827 | Time: 3057.95 ms [2021-11-15 14:06:18 main:574] : INFO : Epoch 1836 | loss: 0.0311356 | val_loss: 0.0311927 | Time: 3057.93 ms [2021-11-15 14:06:21 main:574] : INFO : Epoch 1837 | loss: 0.0311323 | val_loss: 0.0311807 | Time: 3036.95 ms [2021-11-15 14:06:24 main:574] : INFO : Epoch 1838 | loss: 0.0311299 | val_loss: 0.0311814 | Time: 3038.72 ms [2021-11-15 14:06:27 main:574] : INFO : Epoch 1839 | loss: 0.0311282 | val_loss: 0.0311804 | Time: 3024.53 ms [2021-11-15 14:06:30 main:574] : INFO : Epoch 1840 | loss: 0.0311286 | val_loss: 0.0311798 | Time: 3033.25 ms [2021-11-15 14:06:33 main:574] : INFO : Epoch 1841 | loss: 0.0311318 | val_loss: 0.0311814 | Time: 3036.87 ms [2021-11-15 14:06:36 main:574] : INFO : Epoch 1842 | loss: 0.0311374 | val_loss: 0.0311759 | Time: 3037.18 ms [2021-11-15 14:06:39 main:574] : INFO : Epoch 1843 | loss: 0.0311354 | val_loss: 0.0311744 | Time: 3024.25 ms [2021-11-15 14:06:42 main:574] : INFO : Epoch 1844 | loss: 0.0311306 | val_loss: 0.0311782 | Time: 3119.35 ms [2021-11-15 14:06:45 main:574] : INFO : Epoch 1845 | loss: 0.0311254 | val_loss: 0.0311925 | Time: 3026.3 ms [2021-11-15 14:06:49 main:574] : INFO : Epoch 1846 | loss: 0.031127 | val_loss: 0.0311829 | Time: 3033.34 ms [2021-11-15 14:06:52 main:574] : INFO : Epoch 1847 | loss: 0.0311265 | val_loss: 0.0311777 | Time: 3025.79 ms [2021-11-15 14:06:55 main:574] : INFO : Epoch 1848 | loss: 0.0311244 | val_loss: 0.0311892 | Time: 3048.11 ms [2021-11-15 14:06:58 main:574] : INFO : Epoch 1849 | loss: 0.0311246 | val_loss: 0.0311818 | Time: 3020.6 ms [2021-11-15 14:07:01 main:574] : INFO : Epoch 1850 | loss: 0.0311206 | val_loss: 0.0311874 | Time: 3063.99 ms [2021-11-15 14:07:04 main:574] : INFO : Epoch 1851 | loss: 0.0311233 | val_loss: 0.0311838 | Time: 3026.53 ms [2021-11-15 14:07:07 main:574] : INFO : Epoch 1852 | loss: 0.0311245 | val_loss: 0.0311881 | Time: 3025.92 ms [2021-11-15 14:07:10 main:574] : INFO : Epoch 1853 | loss: 0.0311231 | val_loss: 0.0311884 | Time: 3042.24 ms [2021-11-15 14:07:13 main:574] : INFO : Epoch 1854 | loss: 0.0311196 | val_loss: 0.0311824 | Time: 3034.06 ms [2021-11-15 14:07:16 main:574] : INFO : Epoch 1855 | loss: 0.0311223 | val_loss: 0.0311836 | Time: 3024.5 ms [2021-11-15 14:07:19 main:574] : INFO : Epoch 1856 | loss: 0.0311221 | val_loss: 0.0311907 | Time: 3034.79 ms [2021-11-15 14:07:22 main:574] : INFO : Epoch 1857 | loss: 0.0311203 | val_loss: 0.0311879 | Time: 3014.88 ms [2021-11-15 14:07:25 main:574] : INFO : Epoch 1858 | loss: 0.0311153 | val_loss: 0.0311935 | Time: 3033.56 ms [2021-11-15 14:07:28 main:574] : INFO : Epoch 1859 | loss: 0.0311145 | val_loss: 0.0311908 | Time: 3024.01 ms [2021-11-15 14:07:31 main:574] : INFO : Epoch 1860 | loss: 0.0311145 | val_loss: 0.0311863 | Time: 3042.97 ms [2021-11-15 14:07:34 main:574] : INFO : Epoch 1861 | loss: 0.031113 | val_loss: 0.0311886 | Time: 3016.97 ms [2021-11-15 14:07:37 main:574] : INFO : Epoch 1862 | loss: 0.0311136 | val_loss: 0.0311975 | Time: 3035.25 ms [2021-11-15 14:07:40 main:574] : INFO : Epoch 1863 | loss: 0.0311123 | val_loss: 0.0311883 | Time: 3031.22 ms [2021-11-15 14:07:43 main:574] : INFO : Epoch 1864 | loss: 0.0311111 | val_loss: 0.0311844 | Time: 3033.32 ms [2021-11-15 14:07:46 main:574] : INFO : Epoch 1865 | loss: 0.0311123 | val_loss: 0.0311859 | Time: 3067.01 ms [2021-11-15 14:07:49 main:574] : INFO : Epoch 1866 | loss: 0.0311195 | val_loss: 0.0311963 | Time: 3103.68 ms [2021-11-15 14:07:52 main:574] : INFO : Epoch 1867 | loss: 0.0311172 | val_loss: 0.0312033 | Time: 3017.29 ms [2021-11-15 14:07:55 main:574] : INFO : Epoch 1868 | loss: 0.0311133 | val_loss: 0.0311904 | Time: 3019.44 ms [2021-11-15 14:07:58 main:574] : INFO : Epoch 1869 | loss: 0.0311162 | val_loss: 0.0311892 | Time: 3026.99 ms [2021-11-15 14:08:01 main:574] : INFO : Epoch 1870 | loss: 0.0311146 | val_loss: 0.0311849 | Time: 3050.6 ms [2021-11-15 14:08:05 main:574] : INFO : Epoch 1871 | loss: 0.0311107 | val_loss: 0.0311921 | Time: 3034.82 ms [2021-11-15 14:08:08 main:574] : INFO : Epoch 1872 | loss: 0.0311102 | val_loss: 0.0311879 | Time: 3018.9 ms [2021-11-15 14:08:11 main:574] : INFO : Epoch 1873 | loss: 0.0311136 | val_loss: 0.0311949 | Time: 3009.15 ms [2021-11-15 14:08:14 main:574] : INFO : Epoch 1874 | loss: 0.0311134 | val_loss: 0.0311857 | Time: 3011.78 ms [2021-11-15 14:08:17 main:574] : INFO : Epoch 1875 | loss: 0.0311155 | val_loss: 0.0311923 | Time: 3002.32 ms [2021-11-15 14:08:20 main:574] : INFO : Epoch 1876 | loss: 0.0311154 | val_loss: 0.031192 | Time: 3015.22 ms [2021-11-15 14:08:23 main:574] : INFO : Epoch 1877 | loss: 0.0311135 | val_loss: 0.0311866 | Time: 3020.36 ms [2021-11-15 14:08:26 main:574] : INFO : Epoch 1878 | loss: 0.0311155 | val_loss: 0.0311965 | Time: 3093.41 ms [2021-11-15 14:08:29 main:574] : INFO : Epoch 1879 | loss: 0.0311147 | val_loss: 0.0311909 | Time: 3170.67 ms [2021-11-15 14:08:32 main:574] : INFO : Epoch 1880 | loss: 0.0311161 | val_loss: 0.0311877 | Time: 3114.46 ms [2021-11-15 14:08:35 main:574] : INFO : Epoch 1881 | loss: 0.0311151 | val_loss: 0.0311942 | Time: 3121.08 ms [2021-11-15 14:08:38 main:574] : INFO : Epoch 1882 | loss: 0.0311133 | val_loss: 0.0311918 | Time: 3075.85 ms [2021-11-15 14:08:41 main:574] : INFO : Epoch 1883 | loss: 0.0311148 | val_loss: 0.0311913 | Time: 3064.26 ms [2021-11-15 14:08:44 main:574] : INFO : Epoch 1884 | loss: 0.0311106 | val_loss: 0.0311884 | Time: 3107.09 ms [2021-11-15 14:08:47 main:574] : INFO : Epoch 1885 | loss: 0.0311212 | val_loss: 0.0311908 | Time: 3017.21 ms [2021-11-15 14:08:50 main:574] : INFO : Epoch 1886 | loss: 0.031117 | val_loss: 0.0311899 | Time: 3082.55 ms [2021-11-15 14:08:54 main:574] : INFO : Epoch 1887 | loss: 0.0311138 | val_loss: 0.0311943 | Time: 3059.52 ms [2021-11-15 14:08:57 main:574] : INFO : Epoch 1888 | loss: 0.0311139 | val_loss: 0.0311919 | Time: 3025.54 ms [2021-11-15 14:09:00 main:574] : INFO : Epoch 1889 | loss: 0.0311165 | val_loss: 0.031187 | Time: 3008.35 ms [2021-11-15 14:09:03 main:574] : INFO : Epoch 1890 | loss: 0.0311217 | val_loss: 0.0311888 | Time: 3021.7 ms [2021-11-15 14:09:06 main:574] : INFO : Epoch 1891 | loss: 0.0311187 | val_loss: 0.0311885 | Time: 3016.81 ms [2021-11-15 14:09:09 main:574] : INFO : Epoch 1892 | loss: 0.0311189 | val_loss: 0.0311872 | Time: 3051.95 ms [2021-11-15 14:09:12 main:574] : INFO : Epoch 1893 | loss: 0.0311117 | val_loss: 0.0311903 | Time: 3083.95 ms [2021-11-15 14:09:15 main:574] : INFO : Epoch 1894 | loss: 0.0311098 | val_loss: 0.0311943 | Time: 3069.75 ms [2021-11-15 14:09:18 main:574] : INFO : Epoch 1895 | loss: 0.0311092 | val_loss: 0.0312042 | Time: 3118.67 ms [2021-11-15 14:09:21 main:574] : INFO : Epoch 1896 | loss: 0.0311129 | val_loss: 0.0311879 | Time: 3054.22 ms [2021-11-15 14:09:24 main:574] : INFO : Epoch 1897 | loss: 0.0311093 | val_loss: 0.0312001 | Time: 3014.1 ms [2021-11-15 14:09:27 main:574] : INFO : Epoch 1898 | loss: 0.0311066 | val_loss: 0.0312015 | Time: 3020.37 ms [2021-11-15 14:09:30 main:574] : INFO : Epoch 1899 | loss: 0.0311071 | val_loss: 0.0311941 | Time: 3007.07 ms [2021-11-15 14:09:33 main:574] : INFO : Epoch 1900 | loss: 0.0311152 | val_loss: 0.0312086 | Time: 3021.16 ms [2021-11-15 14:09:36 main:574] : INFO : Epoch 1901 | loss: 0.0311292 | val_loss: 0.0311941 | Time: 3025.57 ms [2021-11-15 14:09:39 main:574] : INFO : Epoch 1902 | loss: 0.0311331 | val_loss: 0.0311848 | Time: 3044.86 ms [2021-11-15 14:09:42 main:574] : INFO : Epoch 1903 | loss: 0.031123 | val_loss: 0.0311809 | Time: 3038.22 ms [2021-11-15 14:09:45 main:574] : INFO : Epoch 1904 | loss: 0.0311247 | val_loss: 0.0311786 | Time: 3050.64 ms [2021-11-15 14:09:48 main:574] : INFO : Epoch 1905 | loss: 0.0311246 | val_loss: 0.0311865 | Time: 3042.58 ms [2021-11-15 14:09:51 main:574] : INFO : Epoch 1906 | loss: 0.0311445 | val_loss: 0.0311699 | Time: 3029.96 ms [2021-11-15 14:09:54 main:574] : INFO : Epoch 1907 | loss: 0.0311531 | val_loss: 0.0311751 | Time: 3037.82 ms [2021-11-15 14:09:57 main:574] : INFO : Epoch 1908 | loss: 0.031148 | val_loss: 0.0311729 | Time: 3045.46 ms [2021-11-15 14:10:00 main:574] : INFO : Epoch 1909 | loss: 0.0311415 | val_loss: 0.0311735 | Time: 3033.19 ms [2021-11-15 14:10:04 main:574] : INFO : Epoch 1910 | loss: 0.0311377 | val_loss: 0.0311795 | Time: 3048.5 ms [2021-11-15 14:10:07 main:574] : INFO : Epoch 1911 | loss: 0.0311363 | val_loss: 0.0311743 | Time: 3033.72 ms [2021-11-15 14:10:10 main:574] : INFO : Epoch 1912 | loss: 0.0311327 | val_loss: 0.0311736 | Time: 3062.66 ms [2021-11-15 14:10:13 main:574] : INFO : Epoch 1913 | loss: 0.0311314 | val_loss: 0.031177 | Time: 3026.09 ms [2021-11-15 14:10:16 main:574] : INFO : Epoch 1914 | loss: 0.0311292 | val_loss: 0.0311731 | Time: 3047.13 ms [2021-11-15 14:10:19 main:574] : INFO : Epoch 1915 | loss: 0.0311265 | val_loss: 0.0311736 | Time: 3029.7 ms [2021-11-15 14:10:22 main:574] : INFO : Epoch 1916 | loss: 0.0311255 | val_loss: 0.0311795 | Time: 3036.03 ms [2021-11-15 14:10:25 main:574] : INFO : Epoch 1917 | loss: 0.0311224 | val_loss: 0.0311821 | Time: 3021.48 ms [2021-11-15 14:10:28 main:574] : INFO : Epoch 1918 | loss: 0.0311183 | val_loss: 0.0311834 | Time: 3046.29 ms [2021-11-15 14:10:31 main:574] : INFO : Epoch 1919 | loss: 0.0311211 | val_loss: 0.0311777 | Time: 3033.43 ms [2021-11-15 14:10:34 main:574] : INFO : Epoch 1920 | loss: 0.0311183 | val_loss: 0.031183 | Time: 3022.73 ms [2021-11-15 14:10:37 main:574] : INFO : Epoch 1921 | loss: 0.0311158 | val_loss: 0.0311764 | Time: 3024.71 ms [2021-11-15 14:10:40 main:574] : INFO : Epoch 1922 | loss: 0.0311173 | val_loss: 0.0311848 | Time: 3024.57 ms [2021-11-15 14:10:43 main:574] : INFO : Epoch 1923 | loss: 0.0311166 | val_loss: 0.0311853 | Time: 3024.69 ms [2021-11-15 14:10:46 main:574] : INFO : Epoch 1924 | loss: 0.0311175 | val_loss: 0.0311788 | Time: 3027 ms [2021-11-15 14:10:49 main:574] : INFO : Epoch 1925 | loss: 0.0311162 | val_loss: 0.0311807 | Time: 3015.02 ms [2021-11-15 14:10:52 main:574] : INFO : Epoch 1926 | loss: 0.0311174 | val_loss: 0.0311836 | Time: 3022.71 ms [2021-11-15 14:10:55 main:574] : INFO : Epoch 1927 | loss: 0.0311162 | val_loss: 0.031183 | Time: 3013.78 ms [2021-11-15 14:10:58 main:574] : INFO : Epoch 1928 | loss: 0.031116 | val_loss: 0.0311876 | Time: 3023.33 ms [2021-11-15 14:11:01 main:574] : INFO : Epoch 1929 | loss: 0.0311134 | val_loss: 0.0311859 | Time: 3026.05 ms [2021-11-15 14:11:04 main:574] : INFO : Epoch 1930 | loss: 0.0311137 | val_loss: 0.0311822 | Time: 3029.23 ms [2021-11-15 14:11:07 main:574] : INFO : Epoch 1931 | loss: 0.0311111 | val_loss: 0.0311912 | Time: 3021.46 ms [2021-11-15 14:11:10 main:574] : INFO : Epoch 1932 | loss: 0.0311112 | val_loss: 0.0311831 | Time: 3031.01 ms [2021-11-15 14:11:13 main:574] : INFO : Epoch 1933 | loss: 0.0311165 | val_loss: 0.0311859 | Time: 3016.61 ms [2021-11-15 14:11:16 main:574] : INFO : Epoch 1934 | loss: 0.0311191 | val_loss: 0.0311827 | Time: 3018.39 ms [2021-11-15 14:11:19 main:574] : INFO : Epoch 1935 | loss: 0.0311165 | val_loss: 0.0311896 | Time: 3017.61 ms [2021-11-15 14:11:22 main:574] : INFO : Epoch 1936 | loss: 0.0311129 | val_loss: 0.0311911 | Time: 3031.65 ms [2021-11-15 14:11:25 main:574] : INFO : Epoch 1937 | loss: 0.0311132 | val_loss: 0.031187 | Time: 3014.92 ms [2021-11-15 14:11:28 main:574] : INFO : Epoch 1938 | loss: 0.0311127 | val_loss: 0.0311981 | Time: 3016.27 ms [2021-11-15 14:11:31 main:574] : INFO : Epoch 1939 | loss: 0.0311239 | val_loss: 0.0311796 | Time: 3019.43 ms [2021-11-15 14:11:34 main:574] : INFO : Epoch 1940 | loss: 0.0311298 | val_loss: 0.0312311 | Time: 3018.82 ms [2021-11-15 14:11:37 main:574] : INFO : Epoch 1941 | loss: 0.0319492 | val_loss: 0.0318215 | Time: 3000.65 ms [2021-11-15 14:11:40 main:574] : INFO : Epoch 1942 | loss: 0.0361344 | val_loss: 0.0377421 | Time: 3038.86 ms [2021-11-15 14:11:44 main:574] : INFO : Epoch 1943 | loss: 0.0529293 | val_loss: 0.0374258 | Time: 3025.32 ms [2021-11-15 14:11:47 main:574] : INFO : Epoch 1944 | loss: 0.0330019 | val_loss: 0.0313762 | Time: 3023.27 ms [2021-11-15 14:11:50 main:574] : INFO : Epoch 1945 | loss: 0.0315991 | val_loss: 0.0313574 | Time: 3038.45 ms [2021-11-15 14:11:53 main:574] : INFO : Epoch 1946 | loss: 0.0313044 | val_loss: 0.031257 | Time: 3028.36 ms [2021-11-15 14:11:56 main:574] : INFO : Epoch 1947 | loss: 0.0312531 | val_loss: 0.0312468 | Time: 3019.4 ms [2021-11-15 14:11:59 main:574] : INFO : Epoch 1948 | loss: 0.031246 | val_loss: 0.0312428 | Time: 3021.46 ms [2021-11-15 14:12:02 main:574] : INFO : Epoch 1949 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 3017.32 ms [2021-11-15 14:12:05 main:574] : INFO : Epoch 1950 | loss: 0.03124 | val_loss: 0.0312356 | Time: 3021 ms [2021-11-15 14:12:08 main:574] : INFO : Epoch 1951 | loss: 0.0312353 | val_loss: 0.0312315 | Time: 3023.1 ms [2021-11-15 14:12:11 main:574] : INFO : Epoch 1952 | loss: 0.0312318 | val_loss: 0.0312273 | Time: 3029.79 ms [2021-11-15 14:12:14 main:574] : INFO : Epoch 1953 | loss: 0.031226 | val_loss: 0.0312215 | Time: 3018.89 ms [2021-11-15 14:12:17 main:574] : INFO : Epoch 1954 | loss: 0.0312203 | val_loss: 0.0312132 | Time: 3026.43 ms [2021-11-15 14:12:20 main:574] : INFO : Epoch 1955 | loss: 0.0312135 | val_loss: 0.0312068 | Time: 3033.57 ms [2021-11-15 14:12:23 main:574] : INFO : Epoch 1956 | loss: 0.0312068 | val_loss: 0.0312024 | Time: 3026.31 ms [2021-11-15 14:12:26 main:574] : INFO : Epoch 1957 | loss: 0.0312032 | val_loss: 0.0312 | Time: 3026.44 ms [2021-11-15 14:12:29 main:574] : INFO : Epoch 1958 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 3020.36 ms [2021-11-15 14:12:32 main:574] : INFO : Epoch 1959 | loss: 0.0311906 | val_loss: 0.0311881 | Time: 3019.29 ms [2021-11-15 14:12:35 main:574] : INFO : Epoch 1960 | loss: 0.0311863 | val_loss: 0.0311878 | Time: 3023.02 ms [2021-11-15 14:12:38 main:574] : INFO : Epoch 1961 | loss: 0.0311846 | val_loss: 0.031184 | Time: 3015.02 ms [2021-11-15 14:12:41 main:574] : INFO : Epoch 1962 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 3012.68 ms [2021-11-15 14:12:44 main:574] : INFO : Epoch 1963 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 3020.14 ms [2021-11-15 14:12:47 main:574] : INFO : Epoch 1964 | loss: 0.0311764 | val_loss: 0.0311762 | Time: 3021.85 ms [2021-11-15 14:12:50 main:574] : INFO : Epoch 1965 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 3013.34 ms [2021-11-15 14:12:53 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 3014.16 ms [2021-11-15 14:12:56 main:574] : INFO : Epoch 1967 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 3015.4 ms [2021-11-15 14:12:59 main:574] : INFO : Epoch 1968 | loss: 0.031169 | val_loss: 0.0311741 | Time: 3036.74 ms [2021-11-15 14:13:02 main:574] : INFO : Epoch 1969 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 3012.72 ms [2021-11-15 14:13:05 main:574] : INFO : Epoch 1970 | loss: 0.0311662 | val_loss: 0.0311714 | Time: 3031.57 ms [2021-11-15 14:13:08 main:574] : INFO : Epoch 1971 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 3034.87 ms [2021-11-15 14:13:11 main:574] : INFO : Epoch 1972 | loss: 0.0311658 | val_loss: 0.0311755 | Time: 3056.5 ms [2021-11-15 14:13:14 main:574] : INFO : Epoch 1973 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 3015.96 ms [2021-11-15 14:13:17 main:574] : INFO : Epoch 1974 | loss: 0.0311649 | val_loss: 0.0311733 | Time: 3022.41 ms [2021-11-15 14:13:20 main:574] : INFO : Epoch 1975 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 3032.15 ms [2021-11-15 14:13:23 main:574] : INFO : Epoch 1976 | loss: 0.0311603 | val_loss: 0.0311725 | Time: 3020.92 ms [2021-11-15 14:13:26 main:574] : INFO : Epoch 1977 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 3014.19 ms [2021-11-15 14:13:29 main:574] : INFO : Epoch 1978 | loss: 0.0311573 | val_loss: 0.0311753 | Time: 3020.98 ms [2021-11-15 14:13:33 main:574] : INFO : Epoch 1979 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 3022.54 ms [2021-11-15 14:13:36 main:574] : INFO : Epoch 1980 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 3026.9 ms [2021-11-15 14:13:39 main:574] : INFO : Epoch 1981 | loss: 0.0311571 | val_loss: 0.0311766 | Time: 3032.99 ms [2021-11-15 14:13:42 main:574] : INFO : Epoch 1982 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 3050.74 ms [2021-11-15 14:13:45 main:574] : INFO : Epoch 1983 | loss: 0.0311552 | val_loss: 0.0311687 | Time: 3013.2 ms [2021-11-15 14:13:48 main:574] : INFO : Epoch 1984 | loss: 0.031155 | val_loss: 0.0311753 | Time: 3025.26 ms [2021-11-15 14:13:51 main:574] : INFO : Epoch 1985 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 3018.1 ms [2021-11-15 14:13:54 main:574] : INFO : Epoch 1986 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 3055.76 ms [2021-11-15 14:13:57 main:574] : INFO : Epoch 1987 | loss: 0.0311554 | val_loss: 0.0311819 | Time: 3009.19 ms [2021-11-15 14:14:00 main:574] : INFO : Epoch 1988 | loss: 0.0311565 | val_loss: 0.0311859 | Time: 3020.02 ms [2021-11-15 14:14:03 main:574] : INFO : Epoch 1989 | loss: 0.0311592 | val_loss: 0.0311777 | Time: 3018.81 ms [2021-11-15 14:14:06 main:574] : INFO : Epoch 1990 | loss: 0.0311543 | val_loss: 0.0311729 | Time: 3031.59 ms [2021-11-15 14:14:09 main:574] : INFO : Epoch 1991 | loss: 0.0311509 | val_loss: 0.0311752 | Time: 3029.06 ms [2021-11-15 14:14:12 main:574] : INFO : Epoch 1992 | loss: 0.0311505 | val_loss: 0.031186 | Time: 3038.64 ms [2021-11-15 14:14:15 main:574] : INFO : Epoch 1993 | loss: 0.0311523 | val_loss: 0.0311736 | Time: 3024.78 ms [2021-11-15 14:14:18 main:574] : INFO : Epoch 1994 | loss: 0.0311473 | val_loss: 0.0311739 | Time: 3017.27 ms [2021-11-15 14:14:21 main:574] : INFO : Epoch 1995 | loss: 0.0311477 | val_loss: 0.0311708 | Time: 3029.62 ms [2021-11-15 14:14:24 main:574] : INFO : Epoch 1996 | loss: 0.0311457 | val_loss: 0.0311722 | Time: 3028.26 ms [2021-11-15 14:14:27 main:574] : INFO : Epoch 1997 | loss: 0.031147 | val_loss: 0.031174 | Time: 3013.62 ms [2021-11-15 14:14:30 main:574] : INFO : Epoch 1998 | loss: 0.0311475 | val_loss: 0.0311721 | Time: 3017.74 ms [2021-11-15 14:14:33 main:574] : INFO : Epoch 1999 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 3028.64 ms [2021-11-15 14:14:36 main:574] : INFO : Epoch 2000 | loss: 0.031144 | val_loss: 0.0311744 | Time: 3028.16 ms [2021-11-15 14:14:39 main:574] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.0311719 | Time: 3006.29 ms [2021-11-15 14:14:42 main:574] : INFO : Epoch 2002 | loss: 0.0311435 | val_loss: 0.0311771 | Time: 3015.18 ms [2021-11-15 14:14:45 main:574] : INFO : Epoch 2003 | loss: 0.0311448 | val_loss: 0.0311774 | Time: 3031.68 ms [2021-11-15 14:14:48 main:574] : INFO : Epoch 2004 | loss: 0.0311453 | val_loss: 0.0311712 | Time: 3058.52 ms [2021-11-15 14:14:51 main:574] : INFO : Epoch 2005 | loss: 0.0311454 | val_loss: 0.0311714 | Time: 3009.96 ms [2021-11-15 14:14:54 main:574] : INFO : Epoch 2006 | loss: 0.0311431 | val_loss: 0.0311782 | Time: 3041.46 ms [2021-11-15 14:14:57 main:574] : INFO : Epoch 2007 | loss: 0.0311476 | val_loss: 0.0311774 | Time: 3025.07 ms [2021-11-15 14:15:00 main:574] : INFO : Epoch 2008 | loss: 0.0311477 | val_loss: 0.0311791 | Time: 3022.97 ms [2021-11-15 14:15:03 main:574] : INFO : Epoch 2009 | loss: 0.031144 | val_loss: 0.0311713 | Time: 3042.9 ms [2021-11-15 14:15:06 main:574] : INFO : Epoch 2010 | loss: 0.0311415 | val_loss: 0.0311755 | Time: 3049.24 ms [2021-11-15 14:15:09 main:574] : INFO : Epoch 2011 | loss: 0.0311412 | val_loss: 0.0311782 | Time: 3019.09 ms [2021-11-15 14:15:13 main:574] : INFO : Epoch 2012 | loss: 0.0311407 | val_loss: 0.0311726 | Time: 3034.94 ms [2021-11-15 14:15:16 main:574] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311734 | Time: 3019.77 ms [2021-11-15 14:15:19 main:574] : INFO : Epoch 2014 | loss: 0.0311447 | val_loss: 0.0311733 | Time: 3033.35 ms [2021-11-15 14:15:22 main:574] : INFO : Epoch 2015 | loss: 0.0311434 | val_loss: 0.0311824 | Time: 3030.39 ms [2021-11-15 14:15:25 main:574] : INFO : Epoch 2016 | loss: 0.0311434 | val_loss: 0.0311761 | Time: 3024.22 ms [2021-11-15 14:15:28 main:574] : INFO : Epoch 2017 | loss: 0.0311459 | val_loss: 0.0311761 | Time: 3020.33 ms [2021-11-15 14:15:31 main:574] : INFO : Epoch 2018 | loss: 0.0311442 | val_loss: 0.0311824 | Time: 3009.71 ms [2021-11-15 14:15:34 main:574] : INFO : Epoch 2019 | loss: 0.0311406 | val_loss: 0.0311758 | Time: 3012.09 ms [2021-11-15 14:15:37 main:574] : INFO : Epoch 2020 | loss: 0.0311414 | val_loss: 0.0311788 | Time: 3018.83 ms [2021-11-15 14:15:40 main:574] : INFO : Epoch 2021 | loss: 0.0311383 | val_loss: 0.0311803 | Time: 3013.63 ms [2021-11-15 14:15:43 main:574] : INFO : Epoch 2022 | loss: 0.0311384 | val_loss: 0.031178 | Time: 3024.28 ms [2021-11-15 14:15:46 main:574] : INFO : Epoch 2023 | loss: 0.0311439 | val_loss: 0.0311872 | Time: 3012.99 ms [2021-11-15 14:15:49 main:574] : INFO : Epoch 2024 | loss: 0.0311474 | val_loss: 0.0311745 | Time: 3017.28 ms [2021-11-15 14:15:52 main:574] : INFO : Epoch 2025 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 3005.46 ms [2021-11-15 14:15:55 main:574] : INFO : Epoch 2026 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 3031.52 ms [2021-11-15 14:15:58 main:574] : INFO : Epoch 2027 | loss: 0.031145 | val_loss: 0.0311705 | Time: 3038.6 ms [2021-11-15 14:16:01 main:574] : INFO : Epoch 2028 | loss: 0.0311416 | val_loss: 0.0311637 | Time: 3019.9 ms [2021-11-15 14:16:04 main:574] : INFO : Epoch 2029 | loss: 0.0311414 | val_loss: 0.0311738 | Time: 3002.5 ms [2021-11-15 14:16:07 main:574] : INFO : Epoch 2030 | loss: 0.0311404 | val_loss: 0.0311652 | Time: 3020.68 ms [2021-11-15 14:16:10 main:574] : INFO : Epoch 2031 | loss: 0.0311406 | val_loss: 0.0311693 | Time: 3012.51 ms [2021-11-15 14:16:13 main:574] : INFO : Epoch 2032 | loss: 0.0311401 | val_loss: 0.0311687 | Time: 3015.54 ms [2021-11-15 14:16:16 main:574] : INFO : Epoch 2033 | loss: 0.0311394 | val_loss: 0.0311654 | Time: 2999.92 ms [2021-11-15 14:16:19 main:574] : INFO : Epoch 2034 | loss: 0.0311389 | val_loss: 0.0311716 | Time: 3012.43 ms [2021-11-15 14:16:22 main:574] : INFO : Epoch 2035 | loss: 0.031137 | val_loss: 0.0311739 | Time: 3009.49 ms [2021-11-15 14:16:25 main:574] : INFO : Epoch 2036 | loss: 0.0311356 | val_loss: 0.0311747 | Time: 3025.1 ms [2021-11-15 14:16:28 main:574] : INFO : Epoch 2037 | loss: 0.0311388 | val_loss: 0.0311827 | Time: 3050.32 ms [2021-11-15 14:16:31 main:574] : INFO : Epoch 2038 | loss: 0.031142 | val_loss: 0.0311692 | Time: 3053.09 ms [2021-11-15 14:16:34 main:574] : INFO : Epoch 2039 | loss: 0.0311408 | val_loss: 0.0311732 | Time: 3005.89 ms [2021-11-15 14:16:37 main:574] : INFO : Epoch 2040 | loss: 0.0311422 | val_loss: 0.0311701 | Time: 3068.99 ms [2021-11-15 14:16:40 main:574] : INFO : Epoch 2041 | loss: 0.0311431 | val_loss: 0.0311665 | Time: 3036.89 ms [2021-11-15 14:16:43 main:574] : INFO : Epoch 2042 | loss: 0.0311378 | val_loss: 0.0311738 | Time: 3094.96 ms [2021-11-15 14:16:46 main:574] : INFO : Epoch 2043 | loss: 0.0311365 | val_loss: 0.0311717 | Time: 3108.39 ms [2021-11-15 14:16:50 main:574] : INFO : Epoch 2044 | loss: 0.031134 | val_loss: 0.0311721 | Time: 3067.83 ms [2021-11-15 14:16:53 main:574] : INFO : Epoch 2045 | loss: 0.0311347 | val_loss: 0.0311668 | Time: 3042.62 ms [2021-11-15 14:16:56 main:574] : INFO : Epoch 2046 | loss: 0.0311347 | val_loss: 0.0311685 | Time: 3099.17 ms [2021-11-15 14:16:59 main:574] : INFO : Epoch 2047 | loss: 0.0311316 | val_loss: 0.0311765 | Time: 3005.82 ms [2021-11-15 14:17:02 main:574] : INFO : Epoch 2048 | loss: 0.0311336 | val_loss: 0.031178 | Time: 3014.98 ms [2021-11-15 14:17:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2021-11-15 14:17:02 main:603] : INFO : Saving end state to config to file [2021-11-15 14:17:02 main:608] : INFO : Success, exiting.. 14:17:02 (8084): 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)