Task 3402922
| Name | ParityModified-1608176114-8262-0_1 |
| Workunit | 1584064 |
| Created | 23 Dec 2020, 23:12:39 UTC |
| Sent | 23 Dec 2020, 23:43:03 UTC |
| Report deadline | 31 Dec 2020, 23:43:03 UTC |
| Received | 24 Dec 2020, 3:50:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 38 min 7 sec |
| CPU time | 1 hours 38 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0309305 | val_loss: 0.0311864 | Time: 2815.73 ms
[2020-12-23 19:26:31 main:581] : INFO : Epoch 1539 | loss: 0.0309985 | val_loss: 0.0311469 | Time: 2814.64 ms
[2020-12-23 19:26:34 main:581] : INFO : Epoch 1540 | loss: 0.0309747 | val_loss: 0.0311729 | Time: 2811.85 ms
[2020-12-23 19:26:37 main:581] : INFO : Epoch 1541 | loss: 0.0309673 | val_loss: 0.031167 | Time: 2814.16 ms
[2020-12-23 19:26:40 main:581] : INFO : Epoch 1542 | loss: 0.0309431 | val_loss: 0.0311734 | Time: 2813.51 ms
[2020-12-23 19:26:42 main:581] : INFO : Epoch 1543 | loss: 0.0309306 | val_loss: 0.0311876 | Time: 2810.62 ms
[2020-12-23 19:26:45 main:581] : INFO : Epoch 1544 | loss: 0.0309269 | val_loss: 0.0311696 | Time: 2814.34 ms
[2020-12-23 19:26:48 main:581] : INFO : Epoch 1545 | loss: 0.0309199 | val_loss: 0.0311745 | Time: 2810.37 ms
[2020-12-23 19:26:51 main:581] : INFO : Epoch 1546 | loss: 0.0309325 | val_loss: 0.0311847 | Time: 2803.25 ms
[2020-12-23 19:26:54 main:581] : INFO : Epoch 1547 | loss: 0.0309558 | val_loss: 0.0311498 | Time: 2815.87 ms
[2020-12-23 19:26:56 main:581] : INFO : Epoch 1548 | loss: 0.0309613 | val_loss: 0.0311879 | Time: 2816.68 ms
[2020-12-23 19:26:59 main:581] : INFO : Epoch 1549 | loss: 0.030958 | val_loss: 0.0311633 | Time: 2815.09 ms
[2020-12-23 19:27:02 main:581] : INFO : Epoch 1550 | loss: 0.0309662 | val_loss: 0.0311628 | Time: 2813.54 ms
[2020-12-23 19:27:05 main:581] : INFO : Epoch 1551 | loss: 0.03099 | val_loss: 0.0311512 | Time: 2813.93 ms
[2020-12-23 19:27:08 main:581] : INFO : Epoch 1552 | loss: 0.0309638 | val_loss: 0.0311607 | Time: 2814.97 ms
[2020-12-23 19:27:10 main:581] : INFO : Epoch 1553 | loss: 0.0309468 | val_loss: 0.0311519 | Time: 2813.61 ms
[2020-12-23 19:27:13 main:581] : INFO : Epoch 1554 | loss: 0.030944 | val_loss: 0.0311572 | Time: 2812.34 ms
[2020-12-23 19:27:16 main:581] : INFO : Epoch 1555 | loss: 0.0309265 | val_loss: 0.0311627 | Time: 2802.72 ms
[2020-12-23 19:27:19 main:581] : INFO : Epoch 1556 | loss: 0.0309175 | val_loss: 0.0311634 | Time: 2795.78 ms
[2020-12-23 19:27:22 main:581] : INFO : Epoch 1557 | loss: 0.0309225 | val_loss: 0.0311744 | Time: 2802.93 ms
[2020-12-23 19:27:25 main:581] : INFO : Epoch 1558 | loss: 0.0309174 | val_loss: 0.0311491 | Time: 2813.66 ms
[2020-12-23 19:27:27 main:581] : INFO : Epoch 1559 | loss: 0.0309136 | val_loss: 0.0312065 | Time: 2815.76 ms
[2020-12-23 19:27:30 main:581] : INFO : Epoch 1560 | loss: 0.0309163 | val_loss: 0.0311778 | Time: 2808.53 ms
[2020-12-23 19:27:33 main:581] : INFO : Epoch 1561 | loss: 0.0309151 | val_loss: 0.0311797 | Time: 2802.77 ms
[2020-12-23 19:27:36 main:581] : INFO : Epoch 1562 | loss: 0.0309523 | val_loss: 0.031141 | Time: 2807.04 ms
[2020-12-23 19:27:39 main:581] : INFO : Epoch 1563 | loss: 0.0309727 | val_loss: 0.0311415 | Time: 2807.55 ms
[2020-12-23 19:27:41 main:581] : INFO : Epoch 1564 | loss: 0.0309536 | val_loss: 0.0311466 | Time: 2809.72 ms
[2020-12-23 19:27:44 main:581] : INFO : Epoch 1565 | loss: 0.0309663 | val_loss: 0.0311394 | Time: 2807.63 ms
[2020-12-23 19:27:47 main:581] : INFO : Epoch 1566 | loss: 0.0309595 | val_loss: 0.0311396 | Time: 2798.79 ms
[2020-12-23 19:27:50 main:581] : INFO : Epoch 1567 | loss: 0.0309486 | val_loss: 0.0311802 | Time: 2802.01 ms
[2020-12-23 19:27:53 main:581] : INFO : Epoch 1568 | loss: 0.0309449 | val_loss: 0.0311637 | Time: 2808.66 ms
[2020-12-23 19:27:55 main:581] : INFO : Epoch 1569 | loss: 0.0309435 | val_loss: 0.031137 | Time: 2809.44 ms
[2020-12-23 19:27:58 main:581] : INFO : Epoch 1570 | loss: 0.0309419 | val_loss: 0.0311798 | Time: 2813.63 ms
[2020-12-23 19:28:01 main:581] : INFO : Epoch 1571 | loss: 0.0309329 | val_loss: 0.031174 | Time: 2812.76 ms
[2020-12-23 19:28:04 main:581] : INFO : Epoch 1572 | loss: 0.0309278 | val_loss: 0.031168 | Time: 2814.49 ms
[2020-12-23 19:28:07 main:581] : INFO : Epoch 1573 | loss: 0.0309215 | val_loss: 0.0311689 | Time: 2816.76 ms
[2020-12-23 19:28:09 main:581] : INFO : Epoch 1574 | loss: 0.0309231 | val_loss: 0.0311811 | Time: 2815.54 ms
[2020-12-23 19:28:12 main:581] : INFO : Epoch 1575 | loss: 0.030916 | val_loss: 0.031163 | Time: 2816.28 ms
[2020-12-23 19:28:15 main:581] : INFO : Epoch 1576 | loss: 0.0309097 | val_loss: 0.0311898 | Time: 2810.9 ms
[2020-12-23 19:28:18 main:581] : INFO : Epoch 1577 | loss: 0.0309131 | val_loss: 0.0311847 | Time: 2814.13 ms
[2020-12-23 19:28:21 main:581] : INFO : Epoch 1578 | loss: 0.0309095 | val_loss: 0.0311715 | Time: 2817.27 ms
[2020-12-23 19:28:24 main:581] : INFO : Epoch 1579 | loss: 0.0309206 | val_loss: 0.0311667 | Time: 2813.84 ms
[2020-12-23 19:28:26 main:581] : INFO : Epoch 1580 | loss: 0.0309345 | val_loss: 0.0311583 | Time: 2812.24 ms
[2020-12-23 19:28:29 main:581] : INFO : Epoch 1581 | loss: 0.0309254 | val_loss: 0.031173 | Time: 2813.4 ms
[2020-12-23 19:28:32 main:581] : INFO : Epoch 1582 | loss: 0.0309315 | val_loss: 0.0311768 | Time: 2810.13 ms
[2020-12-23 19:28:35 main:581] : INFO : Epoch 1583 | loss: 0.0309265 | val_loss: 0.0311894 | Time: 2812.77 ms
[2020-12-23 19:28:38 main:581] : INFO : Epoch 1584 | loss: 0.030945 | val_loss: 0.0311734 | Time: 2812.84 ms
[2020-12-23 19:28:40 main:581] : INFO : Epoch 1585 | loss: 0.0309504 | val_loss: 0.0311907 | Time: 2815.01 ms
[2020-12-23 19:28:43 main:581] : INFO : Epoch 1586 | loss: 0.0309501 | val_loss: 0.0311701 | Time: 2813.34 ms
[2020-12-23 19:28:46 main:581] : INFO : Epoch 1587 | loss: 0.0309359 | val_loss: 0.0311765 | Time: 2813.27 ms
[2020-12-23 19:28:49 main:581] : INFO : Epoch 1588 | loss: 0.0309453 | val_loss: 0.0311676 | Time: 2813.74 ms
[2020-12-23 19:28:52 main:581] : INFO : Epoch 1589 | loss: 0.0309455 | val_loss: 0.0311804 | Time: 2813.61 ms
[2020-12-23 19:28:54 main:581] : INFO : Epoch 1590 | loss: 0.0309276 | val_loss: 0.0311589 | Time: 2812.2 ms
[2020-12-23 19:28:57 main:581] : INFO : Epoch 1591 | loss: 0.0309197 | val_loss: 0.0311766 | Time: 2812.1 ms
[2020-12-23 19:29:00 main:581] : INFO : Epoch 1592 | loss: 0.0309156 | val_loss: 0.0311527 | Time: 2813.56 ms
[2020-12-23 19:29:03 main:581] : INFO : Epoch 1593 | loss: 0.0309127 | val_loss: 0.0311902 | Time: 2809.76 ms
[2020-12-23 19:29:06 main:581] : INFO : Epoch 1594 | loss: 0.0309303 | val_loss: 0.0311891 | Time: 2812.41 ms
[2020-12-23 19:29:09 main:581] : INFO : Epoch 1595 | loss: 0.0309408 | val_loss: 0.0311837 | Time: 2811.62 ms
[2020-12-23 19:29:11 main:581] : INFO : Epoch 1596 | loss: 0.030943 | val_loss: 0.0311686 | Time: 2812.22 ms
[2020-12-23 19:29:14 main:581] : INFO : Epoch 1597 | loss: 0.0309314 | val_loss: 0.0311672 | Time: 2811.82 ms
[2020-12-23 19:29:17 main:581] : INFO : Epoch 1598 | loss: 0.0309285 | val_loss: 0.0312136 | Time: 2813.05 ms
[2020-12-23 19:29:20 main:581] : INFO : Epoch 1599 | loss: 0.0309327 | val_loss: 0.0311789 | Time: 2805.54 ms
[2020-12-23 19:29:23 main:581] : INFO : Epoch 1600 | loss: 0.0309208 | val_loss: 0.0311903 | Time: 2812.71 ms
[2020-12-23 19:29:25 main:581] : INFO : Epoch 1601 | loss: 0.0309279 | val_loss: 0.0311772 | Time: 2812.55 ms
[2020-12-23 19:29:28 main:581] : INFO : Epoch 1602 | loss: 0.0309315 | val_loss: 0.0311864 | Time: 2815.87 ms
[2020-12-23 19:29:31 main:581] : INFO : Epoch 1603 | loss: 0.0309254 | val_loss: 0.0311687 | Time: 2810.2 ms
[2020-12-23 19:29:34 main:581] : INFO : Epoch 1604 | loss: 0.0309176 | val_loss: 0.031199 | Time: 2812.45 ms
[2020-12-23 19:29:37 main:581] : INFO : Epoch 1605 | loss: 0.030913 | val_loss: 0.0311669 | Time: 2811.31 ms
[2020-12-23 19:29:39 main:581] : INFO : Epoch 1606 | loss: 0.0309206 | val_loss: 0.0311974 | Time: 2812.29 ms
[2020-12-23 19:29:42 main:581] : INFO : Epoch 1607 | loss: 0.0309126 | val_loss: 0.0311718 | Time: 2811.4 ms
[2020-12-23 19:29:45 main:581] : INFO : Epoch 1608 | loss: 0.0309112 | val_loss: 0.0311781 | Time: 2812.6 ms
[2020-12-23 19:29:48 main:581] : INFO : Epoch 1609 | loss: 0.0309172 | val_loss: 0.0311688 | Time: 2819.94 ms
[2020-12-23 19:29:51 main:581] : INFO : Epoch 1610 | loss: 0.0309204 | val_loss: 0.0311665 | Time: 2812.23 ms
[2020-12-23 19:29:54 main:581] : INFO : Epoch 1611 | loss: 0.0309162 | val_loss: 0.0311856 | Time: 2806.04 ms
[2020-12-23 19:29:56 main:581] : INFO : Epoch 1612 | loss: 0.0309187 | val_loss: 0.0311881 | Time: 2809.68 ms
[2020-12-23 19:29:59 main:581] : INFO : Epoch 1613 | loss: 0.0309326 | val_loss: 0.0311888 | Time: 2822.38 ms
[2020-12-23 19:30:02 main:581] : INFO : Epoch 1614 | loss: 0.0309922 | val_loss: 0.0311609 | Time: 2814.52 ms
[2020-12-23 19:30:05 main:581] : INFO : Epoch 1615 | loss: 0.0309954 | val_loss: 0.0311517 | Time: 2810.36 ms
[2020-12-23 19:30:08 main:581] : INFO : Epoch 1616 | loss: 0.0309527 | val_loss: 0.0311646 | Time: 2816.32 ms
[2020-12-23 19:30:10 main:581] : INFO : Epoch 1617 | loss: 0.0309321 | val_loss: 0.0311936 | Time: 2842.19 ms
[2020-12-23 19:30:13 main:581] : INFO : Epoch 1618 | loss: 0.0309214 | val_loss: 0.0312049 | Time: 2812.16 ms
[2020-12-23 19:30:16 main:581] : INFO : Epoch 1619 | loss: 0.0309203 | val_loss: 0.0311693 | Time: 2806.17 ms
[2020-12-23 19:30:19 main:581] : INFO : Epoch 1620 | loss: 0.0309167 | val_loss: 0.0311669 | Time: 2807.82 ms
[2020-12-23 19:30:22 main:581] : INFO : Epoch 1621 | loss: 0.0309159 | val_loss: 0.0311886 | Time: 2804.39 ms
[2020-12-23 19:30:25 main:581] : INFO : Epoch 1622 | loss: 0.0309112 | val_loss: 0.0311807 | Time: 2801.86 ms
[2020-12-23 19:30:27 main:581] : INFO : Epoch 1623 | loss: 0.0309136 | val_loss: 0.0311871 | Time: 2810.16 ms
[2020-12-23 19:30:30 main:581] : INFO : Epoch 1624 | loss: 0.0309133 | val_loss: 0.0312094 | Time: 2805.97 ms
[2020-12-23 19:30:33 main:581] : INFO : Epoch 1625 | loss: 0.0309248 | val_loss: 0.0311831 | Time: 2808.24 ms
[2020-12-23 19:30:36 main:581] : INFO : Epoch 1626 | loss: 0.0309151 | val_loss: 0.0311811 | Time: 2801.46 ms
[2020-12-23 19:30:39 main:581] : INFO : Epoch 1627 | loss: 0.0309149 | val_loss: 0.0311534 | Time: 2813.17 ms
[2020-12-23 19:30:41 main:581] : INFO : Epoch 1628 | loss: 0.0309512 | val_loss: 0.0311378 | Time: 2807.52 ms
[2020-12-23 19:30:44 main:581] : INFO : Epoch 1629 | loss: 0.0309374 | val_loss: 0.0311608 | Time: 2807.81 ms
[2020-12-23 19:30:47 main:581] : INFO : Epoch 1630 | loss: 0.0309253 | val_loss: 0.0311715 | Time: 2813.14 ms
[2020-12-23 19:30:50 main:581] : INFO : Epoch 1631 | loss: 0.030929 | val_loss: 0.031153 | Time: 2810.39 ms
[2020-12-23 19:30:53 main:581] : INFO : Epoch 1632 | loss: 0.0309587 | val_loss: 0.0311857 | Time: 2809.24 ms
[2020-12-23 19:30:55 main:581] : INFO : Epoch 1633 | loss: 0.0309377 | val_loss: 0.0311706 | Time: 2808.98 ms
[2020-12-23 19:30:58 main:581] : INFO : Epoch 1634 | loss: 0.0309226 | val_loss: 0.0312043 | Time: 2810.09 ms
[2020-12-23 19:31:01 main:581] : INFO : Epoch 1635 | loss: 0.0309176 | val_loss: 0.0311915 | Time: 2831.53 ms
[2020-12-23 19:31:04 main:581] : INFO : Epoch 1636 | loss: 0.0309138 | val_loss: 0.0311855 | Time: 2811.41 ms
[2020-12-23 19:31:07 main:581] : INFO : Epoch 1637 | loss: 0.0309141 | val_loss: 0.031198 | Time: 2807.22 ms
[2020-12-23 19:31:09 main:581] : INFO : Epoch 1638 | loss: 0.0309184 | val_loss: 0.0311799 | Time: 2825.23 ms
[2020-12-23 19:31:12 main:581] : INFO : Epoch 1639 | loss: 0.0309267 | val_loss: 0.0311915 | Time: 2808.61 ms
[2020-12-23 19:31:15 main:581] : INFO : Epoch 1640 | loss: 0.0309358 | val_loss: 0.0311739 | Time: 2799.91 ms
[2020-12-23 19:31:18 main:581] : INFO : Epoch 1641 | loss: 0.0309283 | val_loss: 0.0311785 | Time: 2807.36 ms
[2020-12-23 19:31:21 main:581] : INFO : Epoch 1642 | loss: 0.0309168 | val_loss: 0.0312158 | Time: 2798.09 ms
[2020-12-23 19:31:24 main:581] : INFO : Epoch 1643 | loss: 0.03092 | val_loss: 0.0311917 | Time: 2806.7 ms
[2020-12-23 19:31:26 main:581] : INFO : Epoch 1644 | loss: 0.0309119 | val_loss: 0.0311887 | Time: 2802.93 ms
[2020-12-23 19:31:29 main:581] : INFO : Epoch 1645 | loss: 0.0309236 | val_loss: 0.0311557 | Time: 2800.63 ms
[2020-12-23 19:31:32 main:581] : INFO : Epoch 1646 | loss: 0.0309302 | val_loss: 0.0311623 | Time: 2792.94 ms
[2020-12-23 19:31:35 main:581] : INFO : Epoch 1647 | loss: 0.0309132 | val_loss: 0.031206 | Time: 2790.19 ms
[2020-12-23 19:31:38 main:581] : INFO : Epoch 1648 | loss: 0.0309091 | val_loss: 0.0311697 | Time: 2802.83 ms
[2020-12-23 19:31:40 main:581] : INFO : Epoch 1649 | loss: 0.0309113 | val_loss: 0.0311834 | Time: 2827.87 ms
[2020-12-23 19:31:43 main:581] : INFO : Epoch 1650 | loss: 0.0309105 | val_loss: 0.0312055 | Time: 2803.82 ms
[2020-12-23 19:31:46 main:581] : INFO : Epoch 1651 | loss: 0.0309075 | val_loss: 0.0311813 | Time: 2804.96 ms
[2020-12-23 19:31:49 main:581] : INFO : Epoch 1652 | loss: 0.0309056 | val_loss: 0.0311672 | Time: 2800.86 ms
[2020-12-23 19:31:52 main:581] : INFO : Epoch 1653 | loss: 0.0309055 | val_loss: 0.0311998 | Time: 2803.51 ms
[2020-12-23 19:31:54 main:581] : INFO : Epoch 1654 | loss: 0.0309083 | val_loss: 0.0311845 | Time: 2798.04 ms
[2020-12-23 19:31:57 main:581] : INFO : Epoch 1655 | loss: 0.030914 | val_loss: 0.0311808 | Time: 2803.07 ms
[2020-12-23 19:32:00 main:581] : INFO : Epoch 1656 | loss: 0.0309277 | val_loss: 0.0311758 | Time: 2822.58 ms
[2020-12-23 19:32:03 main:581] : INFO : Epoch 1657 | loss: 0.0309589 | val_loss: 0.0311721 | Time: 2804.95 ms
[2020-12-23 19:32:06 main:581] : INFO : Epoch 1658 | loss: 0.0309356 | val_loss: 0.0311702 | Time: 2801.22 ms
[2020-12-23 19:32:08 main:581] : INFO : Epoch 1659 | loss: 0.0309251 | val_loss: 0.0311744 | Time: 2797.08 ms
[2020-12-23 19:32:11 main:581] : INFO : Epoch 1660 | loss: 0.0309287 | val_loss: 0.0312052 | Time: 2834.72 ms
[2020-12-23 19:32:14 main:581] : INFO : Epoch 1661 | loss: 0.0309255 | val_loss: 0.0311618 | Time: 2811.8 ms
[2020-12-23 19:32:17 main:581] : INFO : Epoch 1662 | loss: 0.0309107 | val_loss: 0.0311929 | Time: 2807.89 ms
[2020-12-23 19:32:20 main:581] : INFO : Epoch 1663 | loss: 0.0309108 | val_loss: 0.0311799 | Time: 2804 ms
[2020-12-23 19:32:22 main:581] : INFO : Epoch 1664 | loss: 0.0309239 | val_loss: 0.0311905 | Time: 2812.24 ms
[2020-12-23 19:32:25 main:581] : INFO : Epoch 1665 | loss: 0.0309175 | val_loss: 0.0311618 | Time: 2813.23 ms
[2020-12-23 19:32:28 main:581] : INFO : Epoch 1666 | loss: 0.030909 | val_loss: 0.0311977 | Time: 2811.75 ms
[2020-12-23 19:32:31 main:581] : INFO : Epoch 1667 | loss: 0.0309189 | val_loss: 0.0311764 | Time: 2811.69 ms
[2020-12-23 19:32:34 main:581] : INFO : Epoch 1668 | loss: 0.0309107 | val_loss: 0.0311858 | Time: 2808.02 ms
[2020-12-23 19:32:37 main:581] : INFO : Epoch 1669 | loss: 0.0309283 | val_loss: 0.0311707 | Time: 2814.79 ms
[2020-12-23 19:32:39 main:581] : INFO : Epoch 1670 | loss: 0.0309512 | val_loss: 0.0311719 | Time: 2834.56 ms
[2020-12-23 19:32:42 main:581] : INFO : Epoch 1671 | loss: 0.0309485 | val_loss: 0.0311781 | Time: 2808.22 ms
[2020-12-23 19:32:45 main:581] : INFO : Epoch 1672 | loss: 0.0309323 | val_loss: 0.0311691 | Time: 2811.57 ms
[2020-12-23 19:32:48 main:581] : INFO : Epoch 1673 | loss: 0.0309251 | val_loss: 0.0311541 | Time: 2811.68 ms
[2020-12-23 19:32:51 main:581] : INFO : Epoch 1674 | loss: 0.0309213 | val_loss: 0.0311689 | Time: 2812.84 ms
[2020-12-23 19:32:53 main:581] : INFO : Epoch 1675 | loss: 0.030918 | val_loss: 0.031193 | Time: 2812.43 ms
[2020-12-23 19:32:56 main:581] : INFO : Epoch 1676 | loss: 0.0309179 | val_loss: 0.0311758 | Time: 2811.39 ms
[2020-12-23 19:32:59 main:581] : INFO : Epoch 1677 | loss: 0.0309141 | val_loss: 0.0311885 | Time: 2803.64 ms
[2020-12-23 19:33:02 main:581] : INFO : Epoch 1678 | loss: 0.0309128 | val_loss: 0.031162 | Time: 2830.75 ms
[2020-12-23 19:33:05 main:581] : INFO : Epoch 1679 | loss: 0.0309129 | val_loss: 0.0311762 | Time: 2809.49 ms
[2020-12-23 19:33:07 main:581] : INFO : Epoch 1680 | loss: 0.0309104 | val_loss: 0.031187 | Time: 2808.82 ms
[2020-12-23 19:33:10 main:581] : INFO : Epoch 1681 | loss: 0.0309051 | val_loss: 0.0311821 | Time: 2832.78 ms
[2020-12-23 19:33:13 main:581] : INFO : Epoch 1682 | loss: 0.0309043 | val_loss: 0.0311982 | Time: 2802.35 ms
[2020-12-23 19:33:16 main:581] : INFO : Epoch 1683 | loss: 0.0308995 | val_loss: 0.0311868 | Time: 2809.56 ms
[2020-12-23 19:33:19 main:581] : INFO : Epoch 1684 | loss: 0.0309184 | val_loss: 0.0311864 | Time: 2809.09 ms
[2020-12-23 19:33:22 main:581] : INFO : Epoch 1685 | loss: 0.0309193 | val_loss: 0.0311819 | Time: 2806.49 ms
[2020-12-23 19:33:24 main:581] : INFO : Epoch 1686 | loss: 0.0310185 | val_loss: 0.031144 | Time: 2808.8 ms
[2020-12-23 19:33:27 main:581] : INFO : Epoch 1687 | loss: 0.0310148 | val_loss: 0.0311682 | Time: 2795.31 ms
[2020-12-23 19:33:30 main:581] : INFO : Epoch 1688 | loss: 0.0309735 | val_loss: 0.0311676 | Time: 2806.11 ms
[2020-12-23 19:33:33 main:581] : INFO : Epoch 1689 | loss: 0.0309516 | val_loss: 0.031177 | Time: 2801.32 ms
[2020-12-23 19:33:36 main:581] : INFO : Epoch 1690 | loss: 0.0309427 | val_loss: 0.0311795 | Time: 2796.99 ms
[2020-12-23 19:33:38 main:581] : INFO : Epoch 1691 | loss: 0.0309346 | val_loss: 0.0311597 | Time: 2791.07 ms
[2020-12-23 19:33:41 main:581] : INFO : Epoch 1692 | loss: 0.0309257 | val_loss: 0.0311676 | Time: 2824.85 ms
[2020-12-23 19:33:44 main:581] : INFO : Epoch 1693 | loss: 0.0309183 | val_loss: 0.0311555 | Time: 2805.99 ms
[2020-12-23 19:33:47 main:581] : INFO : Epoch 1694 | loss: 0.0309192 | val_loss: 0.0312072 | Time: 2801.16 ms
[2020-12-23 19:33:50 main:581] : INFO : Epoch 1695 | loss: 0.0309096 | val_loss: 0.0311594 | Time: 2805.57 ms
[2020-12-23 19:33:52 main:581] : INFO : Epoch 1696 | loss: 0.0309123 | val_loss: 0.0311789 | Time: 2805.76 ms
[2020-12-23 19:33:55 main:581] : INFO : Epoch 1697 | loss: 0.0309168 | val_loss: 0.0311879 | Time: 2811.04 ms
[2020-12-23 19:33:58 main:581] : INFO : Epoch 1698 | loss: 0.0309103 | val_loss: 0.0311828 | Time: 2810.49 ms
[2020-12-23 19:34:01 main:581] : INFO : Epoch 1699 | loss: 0.0309111 | val_loss: 0.0311661 | Time: 2834.36 ms
[2020-12-23 19:34:04 main:581] : INFO : Epoch 1700 | loss: 0.0309122 | val_loss: 0.031178 | Time: 2810.91 ms
[2020-12-23 19:34:06 main:581] : INFO : Epoch 1701 | loss: 0.030925 | val_loss: 0.0311544 | Time: 2810.17 ms
[2020-12-23 19:34:09 main:581] : INFO : Epoch 1702 | loss: 0.0309197 | val_loss: 0.0311692 | Time: 2824.3 ms
[2020-12-23 19:34:12 main:581] : INFO : Epoch 1703 | loss: 0.0309162 | val_loss: 0.0311837 | Time: 2804.16 ms
[2020-12-23 19:34:15 main:581] : INFO : Epoch 1704 | loss: 0.0309243 | val_loss: 0.0311628 | Time: 2807.55 ms
[2020-12-23 19:34:18 main:581] : INFO : Epoch 1705 | loss: 0.0309352 | val_loss: 0.0311702 | Time: 2811.13 ms
[2020-12-23 19:34:21 main:581] : INFO : Epoch 1706 | loss: 0.0309347 | val_loss: 0.0312008 | Time: 2813.7 ms
[2020-12-23 19:34:23 main:581] : INFO : Epoch 1707 | loss: 0.030927 | val_loss: 0.0311771 | Time: 2812.9 ms
[2020-12-23 19:34:26 main:581] : INFO : Epoch 1708 | loss: 0.0309217 | val_loss: 0.0311726 | Time: 2810.24 ms
[2020-12-23 19:34:29 main:581] : INFO : Epoch 1709 | loss: 0.0309202 | val_loss: 0.031188 | Time: 2810.96 ms
[2020-12-23 19:34:32 main:581] : INFO : Epoch 1710 | loss: 0.030912 | val_loss: 0.0311617 | Time: 2812.82 ms
[2020-12-23 19:34:35 main:581] : INFO : Epoch 1711 | loss: 0.0309002 | val_loss: 0.0311744 | Time: 2810.88 ms
[2020-12-23 19:34:37 main:581] : INFO : Epoch 1712 | loss: 0.0309056 | val_loss: 0.031169 | Time: 2811.79 ms
[2020-12-23 19:34:40 main:581] : INFO : Epoch 1713 | loss: 0.0309098 | val_loss: 0.0312011 | Time: 2834.46 ms
[2020-12-23 19:34:43 main:581] : INFO : Epoch 1714 | loss: 0.0309231 | val_loss: 0.0311516 | Time: 2809.72 ms
[2020-12-23 19:34:46 main:581] : INFO : Epoch 1715 | loss: 0.0309395 | val_loss: 0.0311579 | Time: 2809.22 ms
[2020-12-23 19:34:49 main:581] : INFO : Epoch 1716 | loss: 0.0309397 | val_loss: 0.0311654 | Time: 2809.81 ms
[2020-12-23 19:34:51 main:581] : INFO : Epoch 1717 | loss: 0.0309314 | val_loss: 0.0311739 | Time: 2809.51 ms
[2020-12-23 19:34:54 main:581] : INFO : Epoch 1718 | loss: 0.0309337 | val_loss: 0.0311605 | Time: 2811.8 ms
[2020-12-23 19:34:57 main:581] : INFO : Epoch 1719 | loss: 0.0309346 | val_loss: 0.0311803 | Time: 2811.78 ms
[2020-12-23 19:35:00 main:581] : INFO : Epoch 1720 | loss: 0.0309152 | val_loss: 0.0311947 | Time: 2828.31 ms
[2020-12-23 19:35:03 main:581] : INFO : Epoch 1721 | loss: 0.0309077 | val_loss: 0.031187 | Time: 2807.51 ms
[2020-12-23 19:35:06 main:581] : INFO : Epoch 1722 | loss: 0.0309053 | val_loss: 0.0312088 | Time: 2797.49 ms
[2020-12-23 19:35:08 main:581] : INFO : Epoch 1723 | loss: 0.0309121 | val_loss: 0.0311737 | Time: 2795.68 ms
[2020-12-23 19:35:11 main:581] : INFO : Epoch 1724 | loss: 0.0309181 | val_loss: 0.0311657 | Time: 2829.53 ms
[2020-12-23 19:35:14 main:581] : INFO : Epoch 1725 | loss: 0.0309253 | val_loss: 0.0311859 | Time: 2808.08 ms
[2020-12-23 19:35:17 main:581] : INFO : Epoch 1726 | loss: 0.0309412 | val_loss: 0.0313075 | Time: 2803.33 ms
[2020-12-23 19:35:20 main:581] : INFO : Epoch 1727 | loss: 0.0309691 | val_loss: 0.0312473 | Time: 2811.23 ms
[2020-12-23 19:35:22 main:581] : INFO : Epoch 1728 | loss: 0.030937 | val_loss: 0.0312278 | Time: 2815.02 ms
[2020-12-23 19:35:25 main:581] : INFO : Epoch 1729 | loss: 0.0309116 | val_loss: 0.0311744 | Time: 2802.13 ms
[2020-12-23 19:35:28 main:581] : INFO : Epoch 1730 | loss: 0.0309072 | val_loss: 0.0312054 | Time: 2810.33 ms
[2020-12-23 19:35:31 main:581] : INFO : Epoch 1731 | loss: 0.030925 | val_loss: 0.0311781 | Time: 2812.44 ms
[2020-12-23 19:35:34 main:581] : INFO : Epoch 1732 | loss: 0.0309078 | val_loss: 0.0311742 | Time: 2812.74 ms
[2020-12-23 19:35:36 main:581] : INFO : Epoch 1733 | loss: 0.0309051 | val_loss: 0.0311657 | Time: 2811.81 ms
[2020-12-23 19:35:39 main:581] : INFO : Epoch 1734 | loss: 0.0309078 | val_loss: 0.0311932 | Time: 2833.78 ms
[2020-12-23 19:35:42 main:581] : INFO : Epoch 1735 | loss: 0.0309044 | val_loss: 0.0311987 | Time: 2803.7 ms
[2020-12-23 19:35:45 main:581] : INFO : Epoch 1736 | loss: 0.0309134 | val_loss: 0.0311681 | Time: 2808.14 ms
[2020-12-23 19:35:48 main:581] : INFO : Epoch 1737 | loss: 0.0309097 | val_loss: 0.0311873 | Time: 2810.11 ms
[2020-12-23 19:35:51 main:581] : INFO : Epoch 1738 | loss: 0.0309058 | val_loss: 0.0312007 | Time: 2808.02 ms
[2020-12-23 19:35:53 main:581] : INFO : Epoch 1739 | loss: 0.0309083 | val_loss: 0.031164 | Time: 2800.67 ms
[2020-12-23 19:35:56 main:581] : INFO : Epoch 1740 | loss: 0.0309101 | val_loss: 0.0311817 | Time: 2803.24 ms
[2020-12-23 19:35:59 main:581] : INFO : Epoch 1741 | loss: 0.0309008 | val_loss: 0.0312147 | Time: 2804.68 ms
[2020-12-23 19:36:02 main:581] : INFO : Epoch 1742 | loss: 0.0309138 | val_loss: 0.0311889 | Time: 2825.38 ms
[2020-12-23 19:36:05 main:581] : INFO : Epoch 1743 | loss: 0.0309083 | val_loss: 0.0311989 | Time: 2806.55 ms
[2020-12-23 19:36:07 main:581] : INFO : Epoch 1744 | loss: 0.030905 | val_loss: 0.0312055 | Time: 2803.8 ms
[2020-12-23 19:36:10 main:581] : INFO : Epoch 1745 | loss: 0.0309107 | val_loss: 0.0311985 | Time: 2832.01 ms
[2020-12-23 19:36:13 main:581] : INFO : Epoch 1746 | loss: 0.0309117 | val_loss: 0.0311823 | Time: 2806.55 ms
[2020-12-23 19:36:16 main:581] : INFO : Epoch 1747 | loss: 0.0309375 | val_loss: 0.0311592 | Time: 2805.6 ms
[2020-12-23 19:36:19 main:581] : INFO : Epoch 1748 | loss: 0.0309609 | val_loss: 0.0311332 | Time: 2806.34 ms
[2020-12-23 19:36:21 main:581] : INFO : Epoch 1749 | loss: 0.0309517 | val_loss: 0.0311485 | Time: 2809.76 ms
[2020-12-23 19:36:24 main:581] : INFO : Epoch 1750 | loss: 0.0309505 | val_loss: 0.0311911 | Time: 2803.76 ms
[2020-12-23 19:36:27 main:581] : INFO : Epoch 1751 | loss: 0.0309364 | val_loss: 0.0311706 | Time: 2812.12 ms
[2020-12-23 19:36:30 main:581] : INFO : Epoch 1752 | loss: 0.030918 | val_loss: 0.0311839 | Time: 2811.8 ms
[2020-12-23 19:36:33 main:581] : INFO : Epoch 1753 | loss: 0.0309144 | val_loss: 0.031187 | Time: 2812.29 ms
[2020-12-23 19:36:36 main:581] : INFO : Epoch 1754 | loss: 0.0309077 | val_loss: 0.0311625 | Time: 2812.36 ms
[2020-12-23 19:36:38 main:581] : INFO : Epoch 1755 | loss: 0.0309127 | val_loss: 0.0311985 | Time: 2808.94 ms
[2020-12-23 19:36:41 main:581] : INFO : Epoch 1756 | loss: 0.0309134 | val_loss: 0.0311701 | Time: 2836.03 ms
[2020-12-23 19:36:44 main:581] : INFO : Epoch 1757 | loss: 0.0309172 | val_loss: 0.0311762 | Time: 2814.33 ms
[2020-12-23 19:36:47 main:581] : INFO : Epoch 1758 | loss: 0.0309297 | val_loss: 0.0311592 | Time: 2810.99 ms
[2020-12-23 19:36:50 main:581] : INFO : Epoch 1759 | loss: 0.0309344 | val_loss: 0.0311777 | Time: 2810.74 ms
[2020-12-23 19:36:52 main:581] : INFO : Epoch 1760 | loss: 0.030943 | val_loss: 0.0311611 | Time: 2810.7 ms
[2020-12-23 19:36:55 main:581] : INFO : Epoch 1761 | loss: 0.0309364 | val_loss: 0.0311561 | Time: 2811.66 ms
[2020-12-23 19:36:58 main:581] : INFO : Epoch 1762 | loss: 0.0309143 | val_loss: 0.0311881 | Time: 2811.96 ms
[2020-12-23 19:37:01 main:581] : INFO : Epoch 1763 | loss: 0.0309075 | val_loss: 0.0311789 | Time: 2834.08 ms
[2020-12-23 19:37:04 main:581] : INFO : Epoch 1764 | loss: 0.030907 | val_loss: 0.0311772 | Time: 2811.2 ms
[2020-12-23 19:37:06 main:581] : INFO : Epoch 1765 | loss: 0.0309081 | val_loss: 0.0311599 | Time: 2811.18 ms
[2020-12-23 19:37:09 main:581] : INFO : Epoch 1766 | loss: 0.0309144 | val_loss: 0.031185 | Time: 2833.65 ms
[2020-12-23 19:37:12 main:581] : INFO : Epoch 1767 | loss: 0.0309323 | val_loss: 0.0311752 | Time: 2813.09 ms
[2020-12-23 19:37:15 main:581] : INFO : Epoch 1768 | loss: 0.0309148 | val_loss: 0.031168 | Time: 2812.07 ms
[2020-12-23 19:37:18 main:581] : INFO : Epoch 1769 | loss: 0.0309053 | val_loss: 0.0311885 | Time: 2810.1 ms
[2020-12-23 19:37:21 main:581] : INFO : Epoch 1770 | loss: 0.0309175 | val_loss: 0.0311658 | Time: 2812.35 ms
[2020-12-23 19:37:23 main:581] : INFO : Epoch 1771 | loss: 0.0309158 | val_loss: 0.0311761 | Time: 2809.26 ms
[2020-12-23 19:37:26 main:581] : INFO : Epoch 1772 | loss: 0.0309147 | val_loss: 0.0311962 | Time: 2808 ms
[2020-12-23 19:37:29 main:581] : INFO : Epoch 1773 | loss: 0.0309284 | val_loss: 0.0312106 | Time: 2812.02 ms
[2020-12-23 19:37:32 main:581] : INFO : Epoch 1774 | loss: 0.0309313 | val_loss: 0.0311449 | Time: 2811.37 ms
[2020-12-23 19:37:35 main:581] : INFO : Epoch 1775 | loss: 0.0309567 | val_loss: 0.031146 | Time: 2802.64 ms
[2020-12-23 19:37:37 main:581] : INFO : Epoch 1776 | loss: 0.030929 | val_loss: 0.0311706 | Time: 2805.03 ms
[2020-12-23 19:37:40 main:581] : INFO : Epoch 1777 | loss: 0.030915 | val_loss: 0.031181 | Time: 2833.13 ms
[2020-12-23 19:37:43 main:581] : INFO : Epoch 1778 | loss: 0.030921 | val_loss: 0.0311587 | Time: 2809.25 ms
[2020-12-23 19:37:46 main:581] : INFO : Epoch 1779 | loss: 0.030931 | val_loss: 0.0311605 | Time: 2814.2 ms
[2020-12-23 19:37:49 main:581] : INFO : Epoch 1780 | loss: 0.0309405 | val_loss: 0.0311594 | Time: 2813.4 ms
[2020-12-23 19:37:51 main:581] : INFO : Epoch 1781 | loss: 0.0309386 | val_loss: 0.0311532 | Time: 2802.28 ms
[2020-12-23 19:37:54 main:581] : INFO : Epoch 1782 | loss: 0.0309318 | val_loss: 0.0311674 | Time: 2808.65 ms
[2020-12-23 19:37:57 main:581] : INFO : Epoch 1783 | loss: 0.0309129 | val_loss: 0.0311881 | Time: 2807.1 ms
[2020-12-23 19:38:00 main:581] : INFO : Epoch 1784 | loss: 0.0309083 | val_loss: 0.031165 | Time: 2829.7 ms
[2020-12-23 19:38:03 main:581] : INFO : Epoch 1785 | loss: 0.0309844 | val_loss: 0.0311387 | Time: 2814.17 ms
[2020-12-23 19:38:06 main:581] : INFO : Epoch 1786 | loss: 0.0310219 | val_loss: 0.0311481 | Time: 2811.55 ms
[2020-12-23 19:38:08 main:581] : INFO : Epoch 1787 | loss: 0.0309762 | val_loss: 0.0311574 | Time: 2810.99 ms
[2020-12-23 19:38:11 main:581] : INFO : Epoch 1788 | loss: 0.0309582 | val_loss: 0.0311769 | Time: 2829.53 ms
[2020-12-23 19:38:14 main:581] : INFO : Epoch 1789 | loss: 0.0310137 | val_loss: 0.0311413 | Time: 2805.6 ms
[2020-12-23 19:38:17 main:581] : INFO : Epoch 1790 | loss: 0.031048 | val_loss: 0.0311204 | Time: 2813.5 ms
[2020-12-23 19:38:20 main:581] : INFO : Epoch 1791 | loss: 0.0310141 | val_loss: 0.0311041 | Time: 2808.02 ms
[2020-12-23 19:38:22 main:581] : INFO : Epoch 1792 | loss: 0.0309967 | val_loss: 0.0311135 | Time: 2800.84 ms
[2020-12-23 19:38:25 main:581] : INFO : Epoch 1793 | loss: 0.0309811 | val_loss: 0.0311258 | Time: 2806.62 ms
[2020-12-23 19:38:28 main:581] : INFO : Epoch 1794 | loss: 0.0309646 | val_loss: 0.0311551 | Time: 2811.42 ms
[2020-12-23 19:38:31 main:581] : INFO : Epoch 1795 | loss: 0.0309403 | val_loss: 0.0311481 | Time: 2806.73 ms
[2020-12-23 19:38:34 main:581] : INFO : Epoch 1796 | loss: 0.0309285 | val_loss: 0.0311646 | Time: 2812.55 ms
[2020-12-23 19:38:36 main:581] : INFO : Epoch 1797 | loss: 0.0309218 | val_loss: 0.0311865 | Time: 2810.14 ms
[2020-12-23 19:38:39 main:581] : INFO : Epoch 1798 | loss: 0.0309218 | val_loss: 0.0311678 | Time: 2834.79 ms
[2020-12-23 19:38:42 main:581] : INFO : Epoch 1799 | loss: 0.0309131 | val_loss: 0.0311907 | Time: 2812.08 ms
[2020-12-23 19:38:45 main:581] : INFO : Epoch 1800 | loss: 0.0309364 | val_loss: 0.0311881 | Time: 2811.36 ms
[2020-12-23 19:38:48 main:581] : INFO : Epoch 1801 | loss: 0.0309327 | val_loss: 0.0311693 | Time: 2810.62 ms
[2020-12-23 19:38:51 main:581] : INFO : Epoch 1802 | loss: 0.030951 | val_loss: 0.0311819 | Time: 2813.42 ms
[2020-12-23 19:38:53 main:581] : INFO : Epoch 1803 | loss: 0.0309425 | val_loss: 0.0311757 | Time: 2810.64 ms
[2020-12-23 19:38:56 main:581] : INFO : Epoch 1804 | loss: 0.0309264 | val_loss: 0.0311873 | Time: 2812.81 ms
[2020-12-23 19:38:59 main:581] : INFO : Epoch 1805 | loss: 0.0309214 | val_loss: 0.0311622 | Time: 2813.51 ms
[2020-12-23 19:39:02 main:581] : INFO : Epoch 1806 | loss: 0.0309209 | val_loss: 0.0311575 | Time: 2834.73 ms
[2020-12-23 19:39:05 main:581] : INFO : Epoch 1807 | loss: 0.0309662 | val_loss: 0.0311488 | Time: 2813.92 ms
[2020-12-23 19:39:07 main:581] : INFO : Epoch 1808 | loss: 0.0310134 | val_loss: 0.0311399 | Time: 2804.18 ms
[2020-12-23 19:39:10 main:581] : INFO : Epoch 1809 | loss: 0.0310501 | val_loss: 0.0311403 | Time: 2827.98 ms
[2020-12-23 19:39:13 main:581] : INFO : Epoch 1810 | loss: 0.0310159 | val_loss: 0.0311346 | Time: 2813.28 ms
[2020-12-23 19:39:16 main:581] : INFO : Epoch 1811 | loss: 0.0309865 | val_loss: 0.0311432 | Time: 2817.49 ms
[2020-12-23 19:39:19 main:581] : INFO : Epoch 1812 | loss: 0.0309581 | val_loss: 0.0311407 | Time: 2814.04 ms
[2020-12-23 19:39:22 main:581] : INFO : Epoch 1813 | loss: 0.0309479 | val_loss: 0.031163 | Time: 2813.14 ms
[2020-12-23 19:39:24 main:581] : INFO : Epoch 1814 | loss: 0.0309312 | val_loss: 0.0311775 | Time: 2810.74 ms
[2020-12-23 19:39:27 main:581] : INFO : Epoch 1815 | loss: 0.0309213 | val_loss: 0.0311759 | Time: 2812.96 ms
[2020-12-23 19:39:30 main:581] : INFO : Epoch 1816 | loss: 0.0309159 | val_loss: 0.031184 | Time: 2813.61 ms
[2020-12-23 19:39:33 main:581] : INFO : Epoch 1817 | loss: 0.0309115 | val_loss: 0.0311885 | Time: 2809.19 ms
[2020-12-23 19:39:36 main:581] : INFO : Epoch 1818 | loss: 0.0309133 | val_loss: 0.0311721 | Time: 2811.34 ms
[2020-12-23 19:39:38 main:581] : INFO : Epoch 1819 | loss: 0.0309044 | val_loss: 0.0311735 | Time: 2804.15 ms
[2020-12-23 19:39:41 main:581] : INFO : Epoch 1820 | loss: 0.030906 | val_loss: 0.0311748 | Time: 2837.24 ms
[2020-12-23 19:39:44 main:581] : INFO : Epoch 1821 | loss: 0.0309009 | val_loss: 0.0311657 | Time: 2810.42 ms
[2020-12-23 19:39:47 main:581] : INFO : Epoch 1822 | loss: 0.0309121 | val_loss: 0.0311988 | Time: 2804.27 ms
[2020-12-23 19:39:50 main:581] : INFO : Epoch 1823 | loss: 0.0309029 | val_loss: 0.0311903 | Time: 2812.82 ms
[2020-12-23 19:39:52 main:581] : INFO : Epoch 1824 | loss: 0.0308922 | val_loss: 0.0311788 | Time: 2798.37 ms
[2020-12-23 19:39:55 main:581] : INFO : Epoch 1825 | loss: 0.0309021 | val_loss: 0.0312212 | Time: 2811.94 ms
[2020-12-23 19:39:58 main:581] : INFO : Epoch 1826 | loss: 0.0309191 | val_loss: 0.0311832 | Time: 2803.49 ms
[2020-12-23 19:40:01 main:581] : INFO : Epoch 1827 | loss: 0.0309259 | val_loss: 0.031157 | Time: 2836.58 ms
[2020-12-23 19:40:04 main:581] : INFO : Epoch 1828 | loss: 0.0309326 | val_loss: 0.031162 | Time: 2812.13 ms
[2020-12-23 19:40:07 main:581] : INFO : Epoch 1829 | loss: 0.030923 | val_loss: 0.0311709 | Time: 2802.61 ms
[2020-12-23 19:40:09 main:581] : INFO : Epoch 1830 | loss: 0.0309154 | val_loss: 0.0311811 | Time: 2834.26 ms
[2020-12-23 19:40:12 main:581] : INFO : Epoch 1831 | loss: 0.0309507 | val_loss: 0.0311618 | Time: 2810.57 ms
[2020-12-23 19:40:15 main:581] : INFO : Epoch 1832 | loss: 0.0309887 | val_loss: 0.0311354 | Time: 2814.54 ms
[2020-12-23 19:40:18 main:581] : INFO : Epoch 1833 | loss: 0.0309727 | val_loss: 0.0311883 | Time: 2807.7 ms
[2020-12-23 19:40:21 main:581] : INFO : Epoch 1834 | loss: 0.0309445 | val_loss: 0.0311661 | Time: 2815.42 ms
[2020-12-23 19:40:23 main:581] : INFO : Epoch 1835 | loss: 0.0309188 | val_loss: 0.0311925 | Time: 2807.51 ms
[2020-12-23 19:40:26 main:581] : INFO : Epoch 1836 | loss: 0.0309076 | val_loss: 0.0311885 | Time: 2811.25 ms
[2020-12-23 19:40:29 main:581] : INFO : Epoch 1837 | loss: 0.0309083 | val_loss: 0.0311631 | Time: 2812.02 ms
[2020-12-23 19:40:32 main:581] : INFO : Epoch 1838 | loss: 0.0309103 | val_loss: 0.0311896 | Time: 2811.49 ms
[2020-12-23 19:40:35 main:581] : INFO : Epoch 1839 | loss: 0.0308999 | val_loss: 0.0311998 | Time: 2813.37 ms
[2020-12-23 19:40:38 main:581] : INFO : Epoch 1840 | loss: 0.0309131 | val_loss: 0.0311558 | Time: 2811.82 ms
[2020-12-23 19:40:40 main:581] : INFO : Epoch 1841 | loss: 0.0309533 | val_loss: 0.0311445 | Time: 2833.78 ms
[2020-12-23 19:40:43 main:581] : INFO : Epoch 1842 | loss: 0.0309382 | val_loss: 0.0311735 | Time: 2807.73 ms
[2020-12-23 19:40:46 main:581] : INFO : Epoch 1843 | loss: 0.0309263 | val_loss: 0.0311489 | Time: 2807.21 ms
[2020-12-23 19:40:49 main:581] : INFO : Epoch 1844 | loss: 0.0309293 | val_loss: 0.0311554 | Time: 2809.12 ms
[2020-12-23 19:40:52 main:581] : INFO : Epoch 1845 | loss: 0.0309193 | val_loss: 0.0311721 | Time: 2804.14 ms
[2020-12-23 19:40:54 main:581] : INFO : Epoch 1846 | loss: 0.0309185 | val_loss: 0.031173 | Time: 2800.39 ms
[2020-12-23 19:40:57 main:581] : INFO : Epoch 1847 | loss: 0.0309103 | val_loss: 0.0311979 | Time: 2801.39 ms
[2020-12-23 19:41:00 main:581] : INFO : Epoch 1848 | loss: 0.0309071 | val_loss: 0.0311766 | Time: 2832.01 ms
[2020-12-23 19:41:03 main:581] : INFO : Epoch 1849 | loss: 0.0309116 | val_loss: 0.0311872 | Time: 2803 ms
[2020-12-23 19:41:06 main:581] : INFO : Epoch 1850 | loss: 0.0309061 | val_loss: 0.0311841 | Time: 2804.41 ms
[2020-12-23 19:41:08 main:581] : INFO : Epoch 1851 | loss: 0.0309105 | val_loss: 0.0311521 | Time: 2807.91 ms
[2020-12-23 19:41:11 main:581] : INFO : Epoch 1852 | loss: 0.0309155 | val_loss: 0.0311748 | Time: 2833.01 ms
[2020-12-23 19:41:14 main:581] : INFO : Epoch 1853 | loss: 0.0309107 | val_loss: 0.0311801 | Time: 2809.53 ms
[2020-12-23 19:41:17 main:581] : INFO : Epoch 1854 | loss: 0.0308991 | val_loss: 0.0312014 | Time: 2809.81 ms
[2020-12-23 19:41:20 main:581] : INFO : Epoch 1855 | loss: 0.0309054 | val_loss: 0.0311663 | Time: 2809.69 ms
[2020-12-23 19:41:23 main:581] : INFO : Epoch 1856 | loss: 0.0309116 | val_loss: 0.0311793 | Time: 2806.27 ms
[2020-12-23 19:41:25 main:581] : INFO : Epoch 1857 | loss: 0.0309041 | val_loss: 0.031184 | Time: 2807.76 ms
[2020-12-23 19:41:28 main:581] : INFO : Epoch 1858 | loss: 0.0308994 | val_loss: 0.0311815 | Time: 2811.74 ms
[2020-12-23 19:41:31 main:581] : INFO : Epoch 1859 | loss: 0.0309068 | val_loss: 0.0311726 | Time: 2807.02 ms
[2020-12-23 19:41:34 main:581] : INFO : Epoch 1860 | loss: 0.0309139 | val_loss: 0.03117 | Time: 2799.68 ms
[2020-12-23 19:41:37 main:581] : INFO : Epoch 1861 | loss: 0.0309071 | val_loss: 0.0311731 | Time: 2809.03 ms
[2020-12-23 19:41:39 main:581] : INFO : Epoch 1862 | loss: 0.0309018 | val_loss: 0.0311651 | Time: 2830.88 ms
[2020-12-23 19:41:42 main:581] : INFO : Epoch 1863 | loss: 0.0309026 | val_loss: 0.0311927 | Time: 2803.88 ms
[2020-12-23 19:41:45 main:581] : INFO : Epoch 1864 | loss: 0.0309263 | val_loss: 0.0311769 | Time: 2802.78 ms
[2020-12-23 19:41:48 main:581] : INFO : Epoch 1865 | loss: 0.0309179 | val_loss: 0.0311747 | Time: 2809.7 ms
[2020-12-23 19:41:51 main:581] : INFO : Epoch 1866 | loss: 0.0309094 | val_loss: 0.031198 | Time: 2809.62 ms
[2020-12-23 19:41:53 main:581] : INFO : Epoch 1867 | loss: 0.0309246 | val_loss: 0.0311729 | Time: 2813.28 ms
[2020-12-23 19:41:56 main:581] : INFO : Epoch 1868 | loss: 0.0309259 | val_loss: 0.0311775 | Time: 2811.15 ms
[2020-12-23 19:41:59 main:581] : INFO : Epoch 1869 | loss: 0.0309129 | val_loss: 0.0311979 | Time: 2806.24 ms
[2020-12-23 19:42:02 main:581] : INFO : Epoch 1870 | loss: 0.0309195 | val_loss: 0.0311781 | Time: 2833.85 ms
[2020-12-23 19:42:05 main:581] : INFO : Epoch 1871 | loss: 0.0309334 | val_loss: 0.0311947 | Time: 2813.37 ms
[2020-12-23 19:42:07 main:581] : INFO : Epoch 1872 | loss: 0.0309271 | val_loss: 0.0311824 | Time: 2806.74 ms
[2020-12-23 19:42:10 main:581] : INFO : Epoch 1873 | loss: 0.0309124 | val_loss: 0.0312157 | Time: 2830.76 ms
[2020-12-23 19:42:13 main:581] : INFO : Epoch 1874 | loss: 0.0309112 | val_loss: 0.0311443 | Time: 2807.86 ms
[2020-12-23 19:42:16 main:581] : INFO : Epoch 1875 | loss: 0.0309382 | val_loss: 0.0311601 | Time: 2805.36 ms
[2020-12-23 19:42:19 main:581] : INFO : Epoch 1876 | loss: 0.03093 | val_loss: 0.031171 | Time: 2816.3 ms
[2020-12-23 19:42:22 main:581] : INFO : Epoch 1877 | loss: 0.0309202 | val_loss: 0.0311932 | Time: 2814.27 ms
[2020-12-23 19:42:24 main:581] : INFO : Epoch 1878 | loss: 0.0309107 | val_loss: 0.0311894 | Time: 2808.53 ms
[2020-12-23 19:42:27 main:581] : INFO : Epoch 1879 | loss: 0.0309201 | val_loss: 0.0311699 | Time: 2809.24 ms
[2020-12-23 19:42:30 main:581] : INFO : Epoch 1880 | loss: 0.0309279 | val_loss: 0.0311727 | Time: 2801.19 ms
[2020-12-23 19:42:33 main:581] : INFO : Epoch 1881 | loss: 0.0309263 | val_loss: 0.0311695 | Time: 2806.89 ms
[2020-12-23 19:42:36 main:581] : INFO : Epoch 1882 | loss: 0.0309169 | val_loss: 0.0311946 | Time: 2807.77 ms
[2020-12-23 19:42:38 main:581] : INFO : Epoch 1883 | loss: 0.0309032 | val_loss: 0.031172 | Time: 2809.22 ms
[2020-12-23 19:42:41 main:581] : INFO : Epoch 1884 | loss: 0.0309013 | val_loss: 0.0311751 | Time: 2829.22 ms
[2020-12-23 19:42:44 main:581] : INFO : Epoch 1885 | loss: 0.0309023 | val_loss: 0.0311837 | Time: 2808.21 ms
[2020-12-23 19:42:47 main:581] : INFO : Epoch 1886 | loss: 0.030905 | val_loss: 0.0311818 | Time: 2809.97 ms
[2020-12-23 19:42:50 main:581] : INFO : Epoch 1887 | loss: 0.0309006 | val_loss: 0.0311974 | Time: 2814.31 ms
[2020-12-23 19:42:53 main:581] : INFO : Epoch 1888 | loss: 0.0309151 | val_loss: 0.0311856 | Time: 2828.78 ms
[2020-12-23 19:42:55 main:581] : INFO : Epoch 1889 | loss: 0.0309319 | val_loss: 0.0311969 | Time: 2827.47 ms
[2020-12-23 19:42:58 main:581] : INFO : Epoch 1890 | loss: 0.0309452 | val_loss: 0.0311559 | Time: 2813.36 ms
[2020-12-23 19:43:01 main:581] : INFO : Epoch 1891 | loss: 0.0309455 | val_loss: 0.0311764 | Time: 2838.53 ms
[2020-12-23 19:43:04 main:581] : INFO : Epoch 1892 | loss: 0.0309302 | val_loss: 0.0312071 | Time: 2815.3 ms
[2020-12-23 19:43:07 main:581] : INFO : Epoch 1893 | loss: 0.0309235 | val_loss: 0.0311591 | Time: 2809.66 ms
[2020-12-23 19:43:09 main:581] : INFO : Epoch 1894 | loss: 0.0309113 | val_loss: 0.0311921 | Time: 2837.3 ms
[2020-12-23 19:43:12 main:581] : INFO : Epoch 1895 | loss: 0.0309168 | val_loss: 0.0311878 | Time: 2808.9 ms
[2020-12-23 19:43:15 main:581] : INFO : Epoch 1896 | loss: 0.0309185 | val_loss: 0.0311904 | Time: 2810.26 ms
[2020-12-23 19:43:18 main:581] : INFO : Epoch 1897 | loss: 0.0309088 | val_loss: 0.0311976 | Time: 2810.41 ms
[2020-12-23 19:43:21 main:581] : INFO : Epoch 1898 | loss: 0.0309114 | val_loss: 0.0311791 | Time: 2805.15 ms
[2020-12-23 19:43:23 main:581] : INFO : Epoch 1899 | loss: 0.0309186 | val_loss: 0.0311937 | Time: 2803.87 ms
[2020-12-23 19:43:26 main:581] : INFO : Epoch 1900 | loss: 0.0309072 | val_loss: 0.0311753 | Time: 2812.01 ms
[2020-12-23 19:43:29 main:581] : INFO : Epoch 1901 | loss: 0.0308991 | val_loss: 0.03117 | Time: 2806.94 ms
[2020-12-23 19:43:32 main:581] : INFO : Epoch 1902 | loss: 0.0309137 | val_loss: 0.0311868 | Time: 2803.95 ms
[2020-12-23 19:43:35 main:581] : INFO : Epoch 1903 | loss: 0.0309614 | val_loss: 0.0311879 | Time: 2816.33 ms
[2020-12-23 19:43:38 main:581] : INFO : Epoch 1904 | loss: 0.0309643 | val_loss: 0.0311706 | Time: 2807.8 ms
[2020-12-23 19:43:40 main:581] : INFO : Epoch 1905 | loss: 0.030945 | val_loss: 0.0311644 | Time: 2837.74 ms
[2020-12-23 19:43:43 main:581] : INFO : Epoch 1906 | loss: 0.0309262 | val_loss: 0.031172 | Time: 2812.44 ms
[2020-12-23 19:43:46 main:581] : INFO : Epoch 1907 | loss: 0.0309105 | val_loss: 0.0311822 | Time: 2813.49 ms
[2020-12-23 19:43:49 main:581] : INFO : Epoch 1908 | loss: 0.0309159 | val_loss: 0.0311848 | Time: 2814.23 ms
[2020-12-23 19:43:52 main:581] : INFO : Epoch 1909 | loss: 0.0309166 | val_loss: 0.0311835 | Time: 2811.57 ms
[2020-12-23 19:43:54 main:581] : INFO : Epoch 1910 | loss: 0.0309308 | val_loss: 0.0311672 | Time: 2811 ms
[2020-12-23 19:43:57 main:581] : INFO : Epoch 1911 | loss: 0.0309249 | val_loss: 0.0311886 | Time: 2811.3 ms
[2020-12-23 19:44:00 main:581] : INFO : Epoch 1912 | loss: 0.0309137 | val_loss: 0.0311951 | Time: 2837.41 ms
[2020-12-23 19:44:03 main:581] : INFO : Epoch 1913 | loss: 0.0309039 | val_loss: 0.0311808 | Time: 2814.13 ms
[2020-12-23 19:44:06 main:581] : INFO : Epoch 1914 | loss: 0.0309074 | val_loss: 0.031206 | Time: 2809.73 ms
[2020-12-23 19:44:09 main:581] : INFO : Epoch 1915 | loss: 0.0309062 | val_loss: 0.0311951 | Time: 2818.31 ms
[2020-12-23 19:44:11 main:581] : INFO : Epoch 1916 | loss: 0.0309035 | val_loss: 0.0312008 | Time: 2810.42 ms
[2020-12-23 19:44:14 main:581] : INFO : Epoch 1917 | loss: 0.030899 | val_loss: 0.0312052 | Time: 2815.03 ms
[2020-12-23 19:44:17 main:581] : INFO : Epoch 1918 | loss: 0.0308963 | val_loss: 0.0311856 | Time: 2801.79 ms
[2020-12-23 19:44:20 main:581] : INFO : Epoch 1919 | loss: 0.030896 | val_loss: 0.0312136 | Time: 2806.76 ms
[2020-12-23 19:44:23 main:581] : INFO : Epoch 1920 | loss: 0.0309081 | val_loss: 0.0311639 | Time: 2816.44 ms
[2020-12-23 19:44:25 main:581] : INFO : Epoch 1921 | loss: 0.03091 | val_loss: 0.0311817 | Time: 2802.61 ms
[2020-12-23 19:44:28 main:581] : INFO : Epoch 1922 | loss: 0.0309031 | val_loss: 0.0311797 | Time: 2813.75 ms
[2020-12-23 19:44:31 main:581] : INFO : Epoch 1923 | loss: 0.0308976 | val_loss: 0.03121 | Time: 2806.8 ms
[2020-12-23 19:44:34 main:581] : INFO : Epoch 1924 | loss: 0.0308925 | val_loss: 0.0311976 | Time: 2811.47 ms
[2020-12-23 19:44:37 main:581] : INFO : Epoch 1925 | loss: 0.0308931 | val_loss: 0.0311809 | Time: 2810.95 ms
[2020-12-23 19:44:39 main:581] : INFO : Epoch 1926 | loss: 0.0309097 | val_loss: 0.0312137 | Time: 2831.27 ms
[2020-12-23 19:44:42 main:581] : INFO : Epoch 1927 | loss: 0.0309171 | val_loss: 0.0311653 | Time: 2803.75 ms
[2020-12-23 19:44:45 main:581] : INFO : Epoch 1928 | loss: 0.0309129 | val_loss: 0.0311986 | Time: 2813.1 ms
[2020-12-23 19:44:48 main:581] : INFO : Epoch 1929 | loss: 0.0309016 | val_loss: 0.0312077 | Time: 2812.09 ms
[2020-12-23 19:44:51 main:581] : INFO : Epoch 1930 | loss: 0.0309096 | val_loss: 0.0311886 | Time: 2810.26 ms
[2020-12-23 19:44:54 main:581] : INFO : Epoch 1931 | loss: 0.0309153 | val_loss: 0.0311763 | Time: 2811.98 ms
[2020-12-23 19:44:56 main:581] : INFO : Epoch 1932 | loss: 0.0309018 | val_loss: 0.0312176 | Time: 2805.68 ms
[2020-12-23 19:44:59 main:581] : INFO : Epoch 1933 | loss: 0.0309053 | val_loss: 0.0311742 | Time: 2816.65 ms
[2020-12-23 19:45:02 main:581] : INFO : Epoch 1934 | loss: 0.0309022 | val_loss: 0.0311993 | Time: 2830.22 ms
[2020-12-23 19:45:05 main:581] : INFO : Epoch 1935 | loss: 0.0308882 | val_loss: 0.0311881 | Time: 2810.74 ms
[2020-12-23 19:45:08 main:581] : INFO : Epoch 1936 | loss: 0.0309047 | val_loss: 0.0311558 | Time: 2807.52 ms
[2020-12-23 19:45:10 main:581] : INFO : Epoch 1937 | loss: 0.0309494 | val_loss: 0.0311698 | Time: 2830.11 ms
[2020-12-23 19:45:13 main:581] : INFO : Epoch 1938 | loss: 0.0309183 | val_loss: 0.0311973 | Time: 2808.82 ms
[2020-12-23 19:45:16 main:581] : INFO : Epoch 1939 | loss: 0.0309224 | val_loss: 0.0311729 | Time: 2805.93 ms
[2020-12-23 19:45:19 main:581] : INFO : Epoch 1940 | loss: 0.0309365 | val_loss: 0.0311685 | Time: 2808.58 ms
[2020-12-23 19:45:22 main:581] : INFO : Epoch 1941 | loss: 0.0309446 | val_loss: 0.0311571 | Time: 2811.94 ms
[2020-12-23 19:45:24 main:581] : INFO : Epoch 1942 | loss: 0.0309287 | val_loss: 0.0311919 | Time: 2814.63 ms
[2020-12-23 19:45:27 main:581] : INFO : Epoch 1943 | loss: 0.0309151 | val_loss: 0.0311804 | Time: 2811.79 ms
[2020-12-23 19:45:30 main:581] : INFO : Epoch 1944 | loss: 0.0308992 | val_loss: 0.031257 | Time: 2810.4 ms
[2020-12-23 19:45:33 main:581] : INFO : Epoch 1945 | loss: 0.0309054 | val_loss: 0.0311893 | Time: 2811.18 ms
[2020-12-23 19:45:36 main:581] : INFO : Epoch 1946 | loss: 0.0309143 | val_loss: 0.0311841 | Time: 2811.58 ms
[2020-12-23 19:45:39 main:581] : INFO : Epoch 1947 | loss: 0.0309241 | val_loss: 0.0311708 | Time: 2820.32 ms
[2020-12-23 19:45:41 main:581] : INFO : Epoch 1948 | loss: 0.0309348 | val_loss: 0.0311861 | Time: 2812.46 ms
[2020-12-23 19:45:44 main:581] : INFO : Epoch 1949 | loss: 0.0309216 | val_loss: 0.0311902 | Time: 2813.81 ms
[2020-12-23 19:45:47 main:581] : INFO : Epoch 1950 | loss: 0.0309089 | val_loss: 0.0311632 | Time: 2813.21 ms
[2020-12-23 19:45:50 main:581] : INFO : Epoch 1951 | loss: 0.0309087 | val_loss: 0.0311893 | Time: 2813.57 ms
[2020-12-23 19:45:53 main:581] : INFO : Epoch 1952 | loss: 0.0309018 | val_loss: 0.0311806 | Time: 2810.25 ms
[2020-12-23 19:45:55 main:581] : INFO : Epoch 1953 | loss: 0.0309109 | val_loss: 0.0311952 | Time: 2812.59 ms
[2020-12-23 19:45:58 main:581] : INFO : Epoch 1954 | loss: 0.0308936 | val_loss: 0.0311894 | Time: 2812.01 ms
[2020-12-23 19:46:01 main:581] : INFO : Epoch 1955 | loss: 0.0309027 | val_loss: 0.0311648 | Time: 2834.97 ms
[2020-12-23 19:46:04 main:581] : INFO : Epoch 1956 | loss: 0.0309067 | val_loss: 0.0311996 | Time: 2812.87 ms
[2020-12-23 19:46:07 main:581] : INFO : Epoch 1957 | loss: 0.0308968 | val_loss: 0.031176 | Time: 2806.93 ms
[2020-12-23 19:46:10 main:581] : INFO : Epoch 1958 | loss: 0.0308921 | val_loss: 0.0311921 | Time: 2832.56 ms
[2020-12-23 19:46:12 main:581] : INFO : Epoch 1959 | loss: 0.0308826 | val_loss: 0.0311976 | Time: 2809.91 ms
[2020-12-23 19:46:15 main:581] : INFO : Epoch 1960 | loss: 0.0308867 | val_loss: 0.0312052 | Time: 2810.13 ms
[2020-12-23 19:46:18 main:581] : INFO : Epoch 1961 | loss: 0.0310014 | val_loss: 0.0311599 | Time: 2808.75 ms
[2020-12-23 19:46:21 main:581] : INFO : Epoch 1962 | loss: 0.030991 | val_loss: 0.0311568 | Time: 2807.98 ms
[2020-12-23 19:46:24 main:581] : INFO : Epoch 1963 | loss: 0.030962 | val_loss: 0.0311587 | Time: 2801.09 ms
[2020-12-23 19:46:26 main:581] : INFO : Epoch 1964 | loss: 0.0309558 | val_loss: 0.0311628 | Time: 2798.6 ms
[2020-12-23 19:46:29 main:581] : INFO : Epoch 1965 | loss: 0.030948 | val_loss: 0.0311468 | Time: 2801.09 ms
[2020-12-23 19:46:32 main:581] : INFO : Epoch 1966 | loss: 0.0309435 | val_loss: 0.031149 | Time: 2811.44 ms
[2020-12-23 19:46:35 main:581] : INFO : Epoch 1967 | loss: 0.0309403 | val_loss: 0.0311722 | Time: 2808.55 ms
[2020-12-23 19:46:38 main:581] : INFO : Epoch 1968 | loss: 0.030923 | val_loss: 0.0311934 | Time: 2810.12 ms
[2020-12-23 19:46:40 main:581] : INFO : Epoch 1969 | loss: 0.0309147 | val_loss: 0.0311795 | Time: 2830.47 ms
[2020-12-23 19:46:43 main:581] : INFO : Epoch 1970 | loss: 0.0309022 | val_loss: 0.0311847 | Time: 2805.74 ms
[2020-12-23 19:46:46 main:581] : INFO : Epoch 1971 | loss: 0.0309203 | val_loss: 0.0312223 | Time: 2803.95 ms
[2020-12-23 19:46:49 main:581] : INFO : Epoch 1972 | loss: 0.0309142 | val_loss: 0.0311788 | Time: 2805.77 ms
[2020-12-23 19:46:52 main:581] : INFO : Epoch 1973 | loss: 0.0309075 | val_loss: 0.0311806 | Time: 2799.03 ms
[2020-12-23 19:46:54 main:581] : INFO : Epoch 1974 | loss: 0.0309009 | val_loss: 0.031193 | Time: 2809.75 ms
[2020-12-23 19:46:57 main:581] : INFO : Epoch 1975 | loss: 0.0309084 | val_loss: 0.0311787 | Time: 2801.19 ms
[2020-12-23 19:47:00 main:581] : INFO : Epoch 1976 | loss: 0.0309109 | val_loss: 0.0311805 | Time: 2833.36 ms
[2020-12-23 19:47:03 main:581] : INFO : Epoch 1977 | loss: 0.0309104 | val_loss: 0.0311838 | Time: 2811.02 ms
[2020-12-23 19:47:06 main:581] : INFO : Epoch 1978 | loss: 0.0309035 | val_loss: 0.031179 | Time: 2809.61 ms
[2020-12-23 19:47:09 main:581] : INFO : Epoch 1979 | loss: 0.0309265 | val_loss: 0.0311529 | Time: 2811.11 ms
[2020-12-23 19:47:11 main:581] : INFO : Epoch 1980 | loss: 0.0309811 | val_loss: 0.0311637 | Time: 2812.73 ms
[2020-12-23 19:47:14 main:581] : INFO : Epoch 1981 | loss: 0.0309961 | val_loss: 0.0311735 | Time: 2810.65 ms
[2020-12-23 19:47:17 main:581] : INFO : Epoch 1982 | loss: 0.0309521 | val_loss: 0.0311703 | Time: 2812.72 ms
[2020-12-23 19:47:20 main:581] : INFO : Epoch 1983 | loss: 0.0309308 | val_loss: 0.0311759 | Time: 2810.44 ms
[2020-12-23 19:47:23 main:581] : INFO : Epoch 1984 | loss: 0.0309184 | val_loss: 0.0311882 | Time: 2812 ms
[2020-12-23 19:47:25 main:581] : INFO : Epoch 1985 | loss: 0.030909 | val_loss: 0.0311829 | Time: 2807.53 ms
[2020-12-23 19:47:28 main:581] : INFO : Epoch 1986 | loss: 0.0309054 | val_loss: 0.0311899 | Time: 2808.16 ms
[2020-12-23 19:47:31 main:581] : INFO : Epoch 1987 | loss: 0.0309102 | val_loss: 0.0311832 | Time: 2809.71 ms
[2020-12-23 19:47:34 main:581] : INFO : Epoch 1988 | loss: 0.0310483 | val_loss: 0.0311646 | Time: 2809.09 ms
[2020-12-23 19:47:37 main:581] : INFO : Epoch 1989 | loss: 0.0310469 | val_loss: 0.0311662 | Time: 2810.42 ms
[2020-12-23 19:47:39 main:581] : INFO : Epoch 1990 | loss: 0.0310054 | val_loss: 0.0311658 | Time: 2832.7 ms
[2020-12-23 19:47:42 main:581] : INFO : Epoch 1991 | loss: 0.0309648 | val_loss: 0.0311613 | Time: 2810.4 ms
[2020-12-23 19:47:45 main:581] : INFO : Epoch 1992 | loss: 0.030949 | val_loss: 0.0311736 | Time: 2810.86 ms
[2020-12-23 19:47:48 main:581] : INFO : Epoch 1993 | loss: 0.0309341 | val_loss: 0.0311793 | Time: 2811.6 ms
[2020-12-23 19:47:51 main:581] : INFO : Epoch 1994 | loss: 0.0309221 | val_loss: 0.0311695 | Time: 2809.17 ms
[2020-12-23 19:47:54 main:581] : INFO : Epoch 1995 | loss: 0.0309157 | val_loss: 0.0311797 | Time: 2812.11 ms
[2020-12-23 19:47:56 main:581] : INFO : Epoch 1996 | loss: 0.0309134 | val_loss: 0.031204 | Time: 2810.78 ms
[2020-12-23 19:47:59 main:581] : INFO : Epoch 1997 | loss: 0.0309191 | val_loss: 0.0311712 | Time: 2809.79 ms
[2020-12-23 19:48:02 main:581] : INFO : Epoch 1998 | loss: 0.0309103 | val_loss: 0.0311903 | Time: 2834.79 ms
[2020-12-23 19:48:05 main:581] : INFO : Epoch 1999 | loss: 0.0309148 | val_loss: 0.0311775 | Time: 2807.98 ms
[2020-12-23 19:48:08 main:581] : INFO : Epoch 2000 | loss: 0.0309035 | val_loss: 0.0311771 | Time: 2809.92 ms
[2020-12-23 19:48:10 main:581] : INFO : Epoch 2001 | loss: 0.0309023 | val_loss: 0.0311743 | Time: 2834.52 ms
[2020-12-23 19:48:13 main:581] : INFO : Epoch 2002 | loss: 0.0309098 | val_loss: 0.03116 | Time: 2808.96 ms
[2020-12-23 19:48:16 main:581] : INFO : Epoch 2003 | loss: 0.0309113 | val_loss: 0.0311807 | Time: 2810.67 ms
[2020-12-23 19:48:19 main:581] : INFO : Epoch 2004 | loss: 0.03094 | val_loss: 0.0312106 | Time: 2804.43 ms
[2020-12-23 19:48:22 main:581] : INFO : Epoch 2005 | loss: 0.0309395 | val_loss: 0.0311452 | Time: 2807.93 ms
[2020-12-23 19:48:24 main:581] : INFO : Epoch 2006 | loss: 0.0309318 | val_loss: 0.0311835 | Time: 2802.25 ms
[2020-12-23 19:48:27 main:581] : INFO : Epoch 2007 | loss: 0.030925 | val_loss: 0.0311676 | Time: 2812.67 ms
[2020-12-23 19:48:30 main:581] : INFO : Epoch 2008 | loss: 0.0309627 | val_loss: 0.0311108 | Time: 2800.41 ms
[2020-12-23 19:48:33 main:581] : INFO : Epoch 2009 | loss: 0.0310495 | val_loss: 0.0311105 | Time: 2810.29 ms
[2020-12-23 19:48:36 main:581] : INFO : Epoch 2010 | loss: 0.0310309 | val_loss: 0.0311077 | Time: 2812.16 ms
[2020-12-23 19:48:39 main:581] : INFO : Epoch 2011 | loss: 0.0310121 | val_loss: 0.0311224 | Time: 2818 ms
[2020-12-23 19:48:41 main:581] : INFO : Epoch 2012 | loss: 0.0309972 | val_loss: 0.0311259 | Time: 2813.27 ms
[2020-12-23 19:48:44 main:581] : INFO : Epoch 2013 | loss: 0.0309757 | val_loss: 0.0311417 | Time: 2812.47 ms
[2020-12-23 19:48:47 main:581] : INFO : Epoch 2014 | loss: 0.0309549 | val_loss: 0.0311569 | Time: 2812.33 ms
[2020-12-23 19:48:50 main:581] : INFO : Epoch 2015 | loss: 0.0309401 | val_loss: 0.0311823 | Time: 2811.43 ms
[2020-12-23 19:48:53 main:581] : INFO : Epoch 2016 | loss: 0.0309227 | val_loss: 0.0311716 | Time: 2808.28 ms
[2020-12-23 19:48:55 main:581] : INFO : Epoch 2017 | loss: 0.0309084 | val_loss: 0.031182 | Time: 2802.32 ms
[2020-12-23 19:48:58 main:581] : INFO : Epoch 2018 | loss: 0.0309055 | val_loss: 0.0311651 | Time: 2809.85 ms
[2020-12-23 19:49:01 main:581] : INFO : Epoch 2019 | loss: 0.0309038 | val_loss: 0.0311633 | Time: 2822.14 ms
[2020-12-23 19:49:04 main:581] : INFO : Epoch 2020 | loss: 0.0308985 | val_loss: 0.0311891 | Time: 2799.23 ms
[2020-12-23 19:49:07 main:581] : INFO : Epoch 2021 | loss: 0.0308928 | val_loss: 0.0311847 | Time: 2811.33 ms
[2020-12-23 19:49:10 main:581] : INFO : Epoch 2022 | loss: 0.0308956 | val_loss: 0.0311792 | Time: 2833.37 ms
[2020-12-23 19:49:12 main:581] : INFO : Epoch 2023 | loss: 0.030902 | val_loss: 0.0311875 | Time: 2797.26 ms
[2020-12-23 19:49:15 main:581] : INFO : Epoch 2024 | loss: 0.0309026 | val_loss: 0.0311775 | Time: 2813.38 ms
[2020-12-23 19:49:18 main:581] : INFO : Epoch 2025 | loss: 0.0308939 | val_loss: 0.0311584 | Time: 2807.11 ms
[2020-12-23 19:49:21 main:581] : INFO : Epoch 2026 | loss: 0.0308933 | val_loss: 0.0311949 | Time: 2806.93 ms
[2020-12-23 19:49:24 main:581] : INFO : Epoch 2027 | loss: 0.0308939 | val_loss: 0.0312033 | Time: 2804.32 ms
[2020-12-23 19:49:26 main:581] : INFO : Epoch 2028 | loss: 0.0309157 | val_loss: 0.0311761 | Time: 2797.2 ms
[2020-12-23 19:49:29 main:581] : INFO : Epoch 2029 | loss: 0.0309222 | val_loss: 0.0311713 | Time: 2798.98 ms
[2020-12-23 19:49:32 main:581] : INFO : Epoch 2030 | loss: 0.0309642 | val_loss: 0.03118 | Time: 2812.79 ms
[2020-12-23 19:49:35 main:581] : INFO : Epoch 2031 | loss: 0.0309675 | val_loss: 0.0311717 | Time: 2792.94 ms
[2020-12-23 19:49:38 main:581] : INFO : Epoch 2032 | loss: 0.0309639 | val_loss: 0.0311673 | Time: 2803.73 ms
[2020-12-23 19:49:40 main:581] : INFO : Epoch 2033 | loss: 0.0309913 | val_loss: 0.031165 | Time: 2832.94 ms
[2020-12-23 19:49:43 main:581] : INFO : Epoch 2034 | loss: 0.0310092 | val_loss: 0.0311634 | Time: 2804.65 ms
[2020-12-23 19:49:46 main:581] : INFO : Epoch 2035 | loss: 0.0309574 | val_loss: 0.0311835 | Time: 2809.47 ms
[2020-12-23 19:49:49 main:581] : INFO : Epoch 2036 | loss: 0.0309348 | val_loss: 0.0311856 | Time: 2800.78 ms
[2020-12-23 19:49:52 main:581] : INFO : Epoch 2037 | loss: 0.0309205 | val_loss: 0.0311595 | Time: 2794.54 ms
[2020-12-23 19:49:54 main:581] : INFO : Epoch 2038 | loss: 0.0309116 | val_loss: 0.0312177 | Time: 2803.19 ms
[2020-12-23 19:49:57 main:581] : INFO : Epoch 2039 | loss: 0.030906 | val_loss: 0.0311785 | Time: 2811.64 ms
[2020-12-23 19:50:00 main:581] : INFO : Epoch 2040 | loss: 0.0309003 | val_loss: 0.0311948 | Time: 2834.48 ms
[2020-12-23 19:50:03 main:581] : INFO : Epoch 2041 | loss: 0.0309051 | val_loss: 0.0311811 | Time: 2799.17 ms
[2020-12-23 19:50:06 main:581] : INFO : Epoch 2042 | loss: 0.0309009 | val_loss: 0.0311913 | Time: 2805.48 ms
[2020-12-23 19:50:08 main:581] : INFO : Epoch 2043 | loss: 0.0309024 | val_loss: 0.0311808 | Time: 2807.9 ms
[2020-12-23 19:50:11 main:581] : INFO : Epoch 2044 | loss: 0.030938 | val_loss: 0.031165 | Time: 2817.88 ms
[2020-12-23 19:50:14 main:581] : INFO : Epoch 2045 | loss: 0.0309727 | val_loss: 0.0311562 | Time: 2813.16 ms
[2020-12-23 19:50:17 main:581] : INFO : Epoch 2046 | loss: 0.0309393 | val_loss: 0.0311659 | Time: 2811.4 ms
[2020-12-23 19:50:20 main:581] : INFO : Epoch 2047 | loss: 0.0309305 | val_loss: 0.0311718 | Time: 2811.9 ms
[2020-12-23 19:50:23 main:581] : INFO : Epoch 2048 | loss: 0.0309171 | val_loss: 0.0311667 | Time: 2810.65 ms
[2020-12-23 19:50:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667
[2020-12-23 19:50:23 main:610] : INFO : Saving end state to config to file
[2020-12-23 19:50:23 main:615] : INFO : Success, exiting..
19:50:23 (2513297): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)