Task 3317992
| Name | ParityModified-1608176586-23595-0_0 |
| Workunit | 1584922 |
| Created | 17 Dec 2020, 3:43:11 UTC |
| Sent | 18 Dec 2020, 3:28:27 UTC |
| Report deadline | 26 Dec 2020, 3:28:27 UTC |
| Received | 18 Dec 2020, 7:15:31 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 11 sec |
| CPU time | 1 hours 36 min 6 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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: 0.0310783 | val_loss: 0.0312199 | Time: 2798.83 ms
[2020-12-17 21:50:37 main:581] : INFO : Epoch 1539 | loss: 0.0310754 | val_loss: 0.0312415 | Time: 2804.66 ms
[2020-12-17 21:50:40 main:581] : INFO : Epoch 1540 | loss: 0.0310779 | val_loss: 0.0312283 | Time: 2814.23 ms
[2020-12-17 21:50:43 main:581] : INFO : Epoch 1541 | loss: 0.0310777 | val_loss: 0.0312122 | Time: 2813.09 ms
[2020-12-17 21:50:45 main:581] : INFO : Epoch 1542 | loss: 0.0310802 | val_loss: 0.0312289 | Time: 2803.4 ms
[2020-12-17 21:50:48 main:581] : INFO : Epoch 1543 | loss: 0.0310773 | val_loss: 0.0312236 | Time: 2805.88 ms
[2020-12-17 21:50:51 main:581] : INFO : Epoch 1544 | loss: 0.0310735 | val_loss: 0.0312161 | Time: 2814.73 ms
[2020-12-17 21:50:54 main:581] : INFO : Epoch 1545 | loss: 0.0310764 | val_loss: 0.0312185 | Time: 2814.48 ms
[2020-12-17 21:50:57 main:581] : INFO : Epoch 1546 | loss: 0.0310826 | val_loss: 0.0312429 | Time: 2812.8 ms
[2020-12-17 21:50:59 main:581] : INFO : Epoch 1547 | loss: 0.0310735 | val_loss: 0.0312288 | Time: 2840.2 ms
[2020-12-17 21:51:02 main:581] : INFO : Epoch 1548 | loss: 0.0310665 | val_loss: 0.0312212 | Time: 2838.05 ms
[2020-12-17 21:51:05 main:581] : INFO : Epoch 1549 | loss: 0.0310614 | val_loss: 0.0312391 | Time: 2817.4 ms
[2020-12-17 21:51:08 main:581] : INFO : Epoch 1550 | loss: 0.0310745 | val_loss: 0.0312298 | Time: 2813.47 ms
[2020-12-17 21:51:11 main:581] : INFO : Epoch 1551 | loss: 0.0310778 | val_loss: 0.0312354 | Time: 2816.7 ms
[2020-12-17 21:51:14 main:581] : INFO : Epoch 1552 | loss: 0.0310768 | val_loss: 0.0312387 | Time: 2816.62 ms
[2020-12-17 21:51:16 main:581] : INFO : Epoch 1553 | loss: 0.0310757 | val_loss: 0.0312195 | Time: 2815.36 ms
[2020-12-17 21:51:19 main:581] : INFO : Epoch 1554 | loss: 0.0310829 | val_loss: 0.0312155 | Time: 2815.14 ms
[2020-12-17 21:51:22 main:581] : INFO : Epoch 1555 | loss: 0.0310723 | val_loss: 0.0312239 | Time: 2811.49 ms
[2020-12-17 21:51:25 main:581] : INFO : Epoch 1556 | loss: 0.031069 | val_loss: 0.0312429 | Time: 2815.85 ms
[2020-12-17 21:51:28 main:581] : INFO : Epoch 1557 | loss: 0.0310703 | val_loss: 0.0312374 | Time: 2822.7 ms
[2020-12-17 21:51:30 main:581] : INFO : Epoch 1558 | loss: 0.0310652 | val_loss: 0.0312394 | Time: 2813.74 ms
[2020-12-17 21:51:33 main:581] : INFO : Epoch 1559 | loss: 0.031067 | val_loss: 0.0312242 | Time: 2803.34 ms
[2020-12-17 21:51:36 main:581] : INFO : Epoch 1560 | loss: 0.0310654 | val_loss: 0.0312346 | Time: 2814.63 ms
[2020-12-17 21:51:39 main:581] : INFO : Epoch 1561 | loss: 0.0310692 | val_loss: 0.0312433 | Time: 2800.04 ms
[2020-12-17 21:51:42 main:581] : INFO : Epoch 1562 | loss: 0.0310677 | val_loss: 0.0312455 | Time: 2812.95 ms
[2020-12-17 21:51:45 main:581] : INFO : Epoch 1563 | loss: 0.0310786 | val_loss: 0.031227 | Time: 2812.02 ms
[2020-12-17 21:51:47 main:581] : INFO : Epoch 1564 | loss: 0.0310703 | val_loss: 0.031219 | Time: 2812.99 ms
[2020-12-17 21:51:50 main:581] : INFO : Epoch 1565 | loss: 0.0310817 | val_loss: 0.0312245 | Time: 2811.78 ms
[2020-12-17 21:51:53 main:581] : INFO : Epoch 1566 | loss: 0.0310742 | val_loss: 0.0312315 | Time: 2809.34 ms
[2020-12-17 21:51:56 main:581] : INFO : Epoch 1567 | loss: 0.0310724 | val_loss: 0.0312278 | Time: 2807.59 ms
[2020-12-17 21:51:59 main:581] : INFO : Epoch 1568 | loss: 0.0310663 | val_loss: 0.0312291 | Time: 2834.36 ms
[2020-12-17 21:52:01 main:581] : INFO : Epoch 1569 | loss: 0.0310636 | val_loss: 0.0312163 | Time: 2831.59 ms
[2020-12-17 21:52:04 main:581] : INFO : Epoch 1570 | loss: 0.0310605 | val_loss: 0.0312229 | Time: 2815.1 ms
[2020-12-17 21:52:07 main:581] : INFO : Epoch 1571 | loss: 0.0310665 | val_loss: 0.0312196 | Time: 2812.58 ms
[2020-12-17 21:52:10 main:581] : INFO : Epoch 1572 | loss: 0.0310689 | val_loss: 0.0312329 | Time: 2810.99 ms
[2020-12-17 21:52:13 main:581] : INFO : Epoch 1573 | loss: 0.0310743 | val_loss: 0.0312267 | Time: 2821.54 ms
[2020-12-17 21:52:16 main:581] : INFO : Epoch 1574 | loss: 0.0310681 | val_loss: 0.0312359 | Time: 2819.48 ms
[2020-12-17 21:52:18 main:581] : INFO : Epoch 1575 | loss: 0.0310645 | val_loss: 0.03124 | Time: 2819.86 ms
[2020-12-17 21:52:21 main:581] : INFO : Epoch 1576 | loss: 0.0310659 | val_loss: 0.0312554 | Time: 2815.87 ms
[2020-12-17 21:52:24 main:581] : INFO : Epoch 1577 | loss: 0.0310643 | val_loss: 0.0312136 | Time: 2813.4 ms
[2020-12-17 21:52:27 main:581] : INFO : Epoch 1578 | loss: 0.0310663 | val_loss: 0.0312243 | Time: 2816.52 ms
[2020-12-17 21:52:30 main:581] : INFO : Epoch 1579 | loss: 0.0310715 | val_loss: 0.0312277 | Time: 2832.92 ms
[2020-12-17 21:52:32 main:581] : INFO : Epoch 1580 | loss: 0.0310725 | val_loss: 0.0312335 | Time: 2813.73 ms
[2020-12-17 21:52:35 main:581] : INFO : Epoch 1581 | loss: 0.0310762 | val_loss: 0.0312519 | Time: 2811.22 ms
[2020-12-17 21:52:38 main:581] : INFO : Epoch 1582 | loss: 0.0310655 | val_loss: 0.0312396 | Time: 2816.66 ms
[2020-12-17 21:52:41 main:581] : INFO : Epoch 1583 | loss: 0.0310734 | val_loss: 0.031223 | Time: 2814.12 ms
[2020-12-17 21:52:44 main:581] : INFO : Epoch 1584 | loss: 0.0310684 | val_loss: 0.0312504 | Time: 2813.91 ms
[2020-12-17 21:52:47 main:581] : INFO : Epoch 1585 | loss: 0.0310693 | val_loss: 0.0312127 | Time: 2815.06 ms
[2020-12-17 21:52:49 main:581] : INFO : Epoch 1586 | loss: 0.0310694 | val_loss: 0.0312301 | Time: 2814.04 ms
[2020-12-17 21:52:52 main:581] : INFO : Epoch 1587 | loss: 0.0310724 | val_loss: 0.0312286 | Time: 2814.96 ms
[2020-12-17 21:52:55 main:581] : INFO : Epoch 1588 | loss: 0.031077 | val_loss: 0.0312266 | Time: 2807.82 ms
[2020-12-17 21:52:58 main:581] : INFO : Epoch 1589 | loss: 0.0310681 | val_loss: 0.0312281 | Time: 2817.35 ms
[2020-12-17 21:53:01 main:581] : INFO : Epoch 1590 | loss: 0.0310658 | val_loss: 0.0312285 | Time: 2831.39 ms
[2020-12-17 21:53:03 main:581] : INFO : Epoch 1591 | loss: 0.031069 | val_loss: 0.0312209 | Time: 2808.97 ms
[2020-12-17 21:53:06 main:581] : INFO : Epoch 1592 | loss: 0.0310684 | val_loss: 0.0312346 | Time: 2812.9 ms
[2020-12-17 21:53:09 main:581] : INFO : Epoch 1593 | loss: 0.0310636 | val_loss: 0.0312339 | Time: 2810.82 ms
[2020-12-17 21:53:12 main:581] : INFO : Epoch 1594 | loss: 0.0310752 | val_loss: 0.0312406 | Time: 2812.61 ms
[2020-12-17 21:53:15 main:581] : INFO : Epoch 1595 | loss: 0.0310705 | val_loss: 0.0312305 | Time: 2810.45 ms
[2020-12-17 21:53:17 main:581] : INFO : Epoch 1596 | loss: 0.0310659 | val_loss: 0.0312325 | Time: 2808.67 ms
[2020-12-17 21:53:20 main:581] : INFO : Epoch 1597 | loss: 0.0310635 | val_loss: 0.0312328 | Time: 2813.22 ms
[2020-12-17 21:53:23 main:581] : INFO : Epoch 1598 | loss: 0.0310604 | val_loss: 0.031239 | Time: 2811.08 ms
[2020-12-17 21:53:26 main:581] : INFO : Epoch 1599 | loss: 0.0310621 | val_loss: 0.0312256 | Time: 2815 ms
[2020-12-17 21:53:29 main:581] : INFO : Epoch 1600 | loss: 0.0310624 | val_loss: 0.0312507 | Time: 2835.07 ms
[2020-12-17 21:53:32 main:581] : INFO : Epoch 1601 | loss: 0.0310604 | val_loss: 0.0312452 | Time: 2808.37 ms
[2020-12-17 21:53:34 main:581] : INFO : Epoch 1602 | loss: 0.031066 | val_loss: 0.0312345 | Time: 2814.18 ms
[2020-12-17 21:53:37 main:581] : INFO : Epoch 1603 | loss: 0.0310709 | val_loss: 0.0312156 | Time: 2817.61 ms
[2020-12-17 21:53:40 main:581] : INFO : Epoch 1604 | loss: 0.0310721 | val_loss: 0.031249 | Time: 2809.26 ms
[2020-12-17 21:53:43 main:581] : INFO : Epoch 1605 | loss: 0.0310718 | val_loss: 0.031236 | Time: 2815.08 ms
[2020-12-17 21:53:46 main:581] : INFO : Epoch 1606 | loss: 0.0310647 | val_loss: 0.0312291 | Time: 2815.38 ms
[2020-12-17 21:53:48 main:581] : INFO : Epoch 1607 | loss: 0.0310595 | val_loss: 0.0312366 | Time: 2806.48 ms
[2020-12-17 21:53:51 main:581] : INFO : Epoch 1608 | loss: 0.0310731 | val_loss: 0.0312355 | Time: 2818.18 ms
[2020-12-17 21:53:54 main:581] : INFO : Epoch 1609 | loss: 0.0310723 | val_loss: 0.0312357 | Time: 2810.84 ms
[2020-12-17 21:53:57 main:581] : INFO : Epoch 1610 | loss: 0.0310721 | val_loss: 0.0312407 | Time: 2816.24 ms
[2020-12-17 21:54:00 main:581] : INFO : Epoch 1611 | loss: 0.031071 | val_loss: 0.031229 | Time: 2836.85 ms
[2020-12-17 21:54:03 main:581] : INFO : Epoch 1612 | loss: 0.0310707 | val_loss: 0.0312295 | Time: 2810.66 ms
[2020-12-17 21:54:05 main:581] : INFO : Epoch 1613 | loss: 0.0310659 | val_loss: 0.0312368 | Time: 2803.23 ms
[2020-12-17 21:54:08 main:581] : INFO : Epoch 1614 | loss: 0.0310594 | val_loss: 0.031247 | Time: 2814.25 ms
[2020-12-17 21:54:11 main:581] : INFO : Epoch 1615 | loss: 0.0310583 | val_loss: 0.0312537 | Time: 2814.07 ms
[2020-12-17 21:54:14 main:581] : INFO : Epoch 1616 | loss: 0.031063 | val_loss: 0.0312275 | Time: 2818.49 ms
[2020-12-17 21:54:17 main:581] : INFO : Epoch 1617 | loss: 0.0310662 | val_loss: 0.0312282 | Time: 2810.12 ms
[2020-12-17 21:54:19 main:581] : INFO : Epoch 1618 | loss: 0.0310671 | val_loss: 0.0312384 | Time: 2806.61 ms
[2020-12-17 21:54:22 main:581] : INFO : Epoch 1619 | loss: 0.0310625 | val_loss: 0.0312334 | Time: 2810.04 ms
[2020-12-17 21:54:25 main:581] : INFO : Epoch 1620 | loss: 0.0310554 | val_loss: 0.0312378 | Time: 2814.57 ms
[2020-12-17 21:54:28 main:581] : INFO : Epoch 1621 | loss: 0.0310608 | val_loss: 0.0312501 | Time: 2819.52 ms
[2020-12-17 21:54:31 main:581] : INFO : Epoch 1622 | loss: 0.0310655 | val_loss: 0.0312572 | Time: 2818.12 ms
[2020-12-17 21:54:33 main:581] : INFO : Epoch 1623 | loss: 0.0310728 | val_loss: 0.0312325 | Time: 2808 ms
[2020-12-17 21:54:36 main:581] : INFO : Epoch 1624 | loss: 0.0310756 | val_loss: 0.0312311 | Time: 2804.28 ms
[2020-12-17 21:54:39 main:581] : INFO : Epoch 1625 | loss: 0.0310837 | val_loss: 0.0312159 | Time: 2815.52 ms
[2020-12-17 21:54:42 main:581] : INFO : Epoch 1626 | loss: 0.0310754 | val_loss: 0.031247 | Time: 2817.84 ms
[2020-12-17 21:54:45 main:581] : INFO : Epoch 1627 | loss: 0.0310739 | val_loss: 0.0312488 | Time: 2816.08 ms
[2020-12-17 21:54:48 main:581] : INFO : Epoch 1628 | loss: 0.0310669 | val_loss: 0.0312353 | Time: 2804.21 ms
[2020-12-17 21:54:50 main:581] : INFO : Epoch 1629 | loss: 0.0310656 | val_loss: 0.0312282 | Time: 2816.72 ms
[2020-12-17 21:54:53 main:581] : INFO : Epoch 1630 | loss: 0.0310665 | val_loss: 0.0312514 | Time: 2810.77 ms
[2020-12-17 21:54:56 main:581] : INFO : Epoch 1631 | loss: 0.0310675 | val_loss: 0.0312463 | Time: 2818.25 ms
[2020-12-17 21:54:59 main:581] : INFO : Epoch 1632 | loss: 0.0310596 | val_loss: 0.0312364 | Time: 2836.95 ms
[2020-12-17 21:55:02 main:581] : INFO : Epoch 1633 | loss: 0.0310618 | val_loss: 0.0312418 | Time: 2836.81 ms
[2020-12-17 21:55:04 main:581] : INFO : Epoch 1634 | loss: 0.0310565 | val_loss: 0.031243 | Time: 2812.84 ms
[2020-12-17 21:55:07 main:581] : INFO : Epoch 1635 | loss: 0.0310555 | val_loss: 0.031231 | Time: 2817.71 ms
[2020-12-17 21:55:10 main:581] : INFO : Epoch 1636 | loss: 0.0310531 | val_loss: 0.0312186 | Time: 2812.52 ms
[2020-12-17 21:55:13 main:581] : INFO : Epoch 1637 | loss: 0.0310572 | val_loss: 0.0312425 | Time: 2808.08 ms
[2020-12-17 21:55:16 main:581] : INFO : Epoch 1638 | loss: 0.0310649 | val_loss: 0.0312376 | Time: 2816.35 ms
[2020-12-17 21:55:19 main:581] : INFO : Epoch 1639 | loss: 0.031061 | val_loss: 0.0312353 | Time: 2814.2 ms
[2020-12-17 21:55:21 main:581] : INFO : Epoch 1640 | loss: 0.0310628 | val_loss: 0.0312341 | Time: 2814.92 ms
[2020-12-17 21:55:24 main:581] : INFO : Epoch 1641 | loss: 0.0310757 | val_loss: 0.0312221 | Time: 2813.31 ms
[2020-12-17 21:55:27 main:581] : INFO : Epoch 1642 | loss: 0.0310692 | val_loss: 0.0312453 | Time: 2814.09 ms
[2020-12-17 21:55:30 main:581] : INFO : Epoch 1643 | loss: 0.0310593 | val_loss: 0.0312245 | Time: 2836.39 ms
[2020-12-17 21:55:33 main:581] : INFO : Epoch 1644 | loss: 0.031058 | val_loss: 0.0312648 | Time: 2808.37 ms
[2020-12-17 21:55:35 main:581] : INFO : Epoch 1645 | loss: 0.0310622 | val_loss: 0.0312471 | Time: 2817.5 ms
[2020-12-17 21:55:38 main:581] : INFO : Epoch 1646 | loss: 0.0310645 | val_loss: 0.0312237 | Time: 2819.97 ms
[2020-12-17 21:55:41 main:581] : INFO : Epoch 1647 | loss: 0.0310636 | val_loss: 0.0312418 | Time: 2816.73 ms
[2020-12-17 21:55:44 main:581] : INFO : Epoch 1648 | loss: 0.0310687 | val_loss: 0.0312373 | Time: 2818.12 ms
[2020-12-17 21:55:47 main:581] : INFO : Epoch 1649 | loss: 0.0310669 | val_loss: 0.0312247 | Time: 2811.49 ms
[2020-12-17 21:55:50 main:581] : INFO : Epoch 1650 | loss: 0.0310868 | val_loss: 0.031227 | Time: 2810.77 ms
[2020-12-17 21:55:52 main:581] : INFO : Epoch 1651 | loss: 0.0310792 | val_loss: 0.0312337 | Time: 2809.23 ms
[2020-12-17 21:55:55 main:581] : INFO : Epoch 1652 | loss: 0.0310702 | val_loss: 0.0312367 | Time: 2803.83 ms
[2020-12-17 21:55:58 main:581] : INFO : Epoch 1653 | loss: 0.0310622 | val_loss: 0.0312333 | Time: 2842.39 ms
[2020-12-17 21:56:01 main:581] : INFO : Epoch 1654 | loss: 0.0310683 | val_loss: 0.0312291 | Time: 2840.78 ms
[2020-12-17 21:56:04 main:581] : INFO : Epoch 1655 | loss: 0.0310635 | val_loss: 0.0312384 | Time: 2816.47 ms
[2020-12-17 21:56:06 main:581] : INFO : Epoch 1656 | loss: 0.0310602 | val_loss: 0.0312377 | Time: 2814.8 ms
[2020-12-17 21:56:09 main:581] : INFO : Epoch 1657 | loss: 0.0310576 | val_loss: 0.0312386 | Time: 2815.11 ms
[2020-12-17 21:56:12 main:581] : INFO : Epoch 1658 | loss: 0.0310559 | val_loss: 0.0312518 | Time: 2811.82 ms
[2020-12-17 21:56:15 main:581] : INFO : Epoch 1659 | loss: 0.0310636 | val_loss: 0.031225 | Time: 2817.37 ms
[2020-12-17 21:56:18 main:581] : INFO : Epoch 1660 | loss: 0.0310708 | val_loss: 0.0312295 | Time: 2813.04 ms
[2020-12-17 21:56:21 main:581] : INFO : Epoch 1661 | loss: 0.0310754 | val_loss: 0.0312396 | Time: 2815.97 ms
[2020-12-17 21:56:23 main:581] : INFO : Epoch 1662 | loss: 0.0310697 | val_loss: 0.0312201 | Time: 2813.66 ms
[2020-12-17 21:56:26 main:581] : INFO : Epoch 1663 | loss: 0.0310695 | val_loss: 0.0312261 | Time: 2817.05 ms
[2020-12-17 21:56:29 main:581] : INFO : Epoch 1664 | loss: 0.0310634 | val_loss: 0.0312178 | Time: 2836.67 ms
[2020-12-17 21:56:32 main:581] : INFO : Epoch 1665 | loss: 0.0310669 | val_loss: 0.0312433 | Time: 2816.48 ms
[2020-12-17 21:56:35 main:581] : INFO : Epoch 1666 | loss: 0.0310681 | val_loss: 0.0312418 | Time: 2817.62 ms
[2020-12-17 21:56:37 main:581] : INFO : Epoch 1667 | loss: 0.0310669 | val_loss: 0.0312475 | Time: 2816.67 ms
[2020-12-17 21:56:40 main:581] : INFO : Epoch 1668 | loss: 0.0310782 | val_loss: 0.0312086 | Time: 2816.59 ms
[2020-12-17 21:56:43 main:581] : INFO : Epoch 1669 | loss: 0.03107 | val_loss: 0.0312362 | Time: 2816.86 ms
[2020-12-17 21:56:46 main:581] : INFO : Epoch 1670 | loss: 0.0310654 | val_loss: 0.0312494 | Time: 2816.09 ms
[2020-12-17 21:56:49 main:581] : INFO : Epoch 1671 | loss: 0.0310639 | val_loss: 0.031256 | Time: 2807.03 ms
[2020-12-17 21:56:52 main:581] : INFO : Epoch 1672 | loss: 0.0310585 | val_loss: 0.0312336 | Time: 2810.5 ms
[2020-12-17 21:56:54 main:581] : INFO : Epoch 1673 | loss: 0.031067 | val_loss: 0.0312395 | Time: 2808.69 ms
[2020-12-17 21:56:57 main:581] : INFO : Epoch 1674 | loss: 0.0310656 | val_loss: 0.0312489 | Time: 2808.5 ms
[2020-12-17 21:57:00 main:581] : INFO : Epoch 1675 | loss: 0.0310637 | val_loss: 0.03122 | Time: 2853.89 ms
[2020-12-17 21:57:03 main:581] : INFO : Epoch 1676 | loss: 0.031068 | val_loss: 0.0312423 | Time: 2811.68 ms
[2020-12-17 21:57:06 main:581] : INFO : Epoch 1677 | loss: 0.0310686 | val_loss: 0.0312404 | Time: 2810.63 ms
[2020-12-17 21:57:08 main:581] : INFO : Epoch 1678 | loss: 0.0310573 | val_loss: 0.0312248 | Time: 2810.89 ms
[2020-12-17 21:57:11 main:581] : INFO : Epoch 1679 | loss: 0.0310549 | val_loss: 0.0312512 | Time: 2811.27 ms
[2020-12-17 21:57:14 main:581] : INFO : Epoch 1680 | loss: 0.0310513 | val_loss: 0.0312387 | Time: 2811.84 ms
[2020-12-17 21:57:17 main:581] : INFO : Epoch 1681 | loss: 0.0310571 | val_loss: 0.0312335 | Time: 2802.77 ms
[2020-12-17 21:57:20 main:581] : INFO : Epoch 1682 | loss: 0.0310551 | val_loss: 0.0312589 | Time: 2806.09 ms
[2020-12-17 21:57:22 main:581] : INFO : Epoch 1683 | loss: 0.0310542 | val_loss: 0.0312464 | Time: 2808.82 ms
[2020-12-17 21:57:25 main:581] : INFO : Epoch 1684 | loss: 0.0310592 | val_loss: 0.0312426 | Time: 2809.79 ms
[2020-12-17 21:57:28 main:581] : INFO : Epoch 1685 | loss: 0.0310625 | val_loss: 0.0312408 | Time: 2833.26 ms
[2020-12-17 21:57:31 main:581] : INFO : Epoch 1686 | loss: 0.0310548 | val_loss: 0.0312358 | Time: 2816.95 ms
[2020-12-17 21:57:34 main:581] : INFO : Epoch 1687 | loss: 0.0310516 | val_loss: 0.0312336 | Time: 2815.11 ms
[2020-12-17 21:57:37 main:581] : INFO : Epoch 1688 | loss: 0.0310544 | val_loss: 0.0312272 | Time: 2814.86 ms
[2020-12-17 21:57:39 main:581] : INFO : Epoch 1689 | loss: 0.0310526 | val_loss: 0.0312458 | Time: 2816.87 ms
[2020-12-17 21:57:42 main:581] : INFO : Epoch 1690 | loss: 0.0310714 | val_loss: 0.031239 | Time: 2813.61 ms
[2020-12-17 21:57:45 main:581] : INFO : Epoch 1691 | loss: 0.0310619 | val_loss: 0.0312502 | Time: 2815.85 ms
[2020-12-17 21:57:48 main:581] : INFO : Epoch 1692 | loss: 0.0310518 | val_loss: 0.0312553 | Time: 2815.92 ms
[2020-12-17 21:57:51 main:581] : INFO : Epoch 1693 | loss: 0.0310518 | val_loss: 0.0312335 | Time: 2804.46 ms
[2020-12-17 21:57:53 main:581] : INFO : Epoch 1694 | loss: 0.0310504 | val_loss: 0.0312528 | Time: 2808.48 ms
[2020-12-17 21:57:56 main:581] : INFO : Epoch 1695 | loss: 0.0310562 | val_loss: 0.0312061 | Time: 2811.97 ms
[2020-12-17 21:57:59 main:581] : INFO : Epoch 1696 | loss: 0.0310608 | val_loss: 0.0312399 | Time: 2835.9 ms
[2020-12-17 21:58:02 main:581] : INFO : Epoch 1697 | loss: 0.0310563 | val_loss: 0.0312179 | Time: 2836.54 ms
[2020-12-17 21:58:05 main:581] : INFO : Epoch 1698 | loss: 0.031056 | val_loss: 0.0312383 | Time: 2816.15 ms
[2020-12-17 21:58:08 main:581] : INFO : Epoch 1699 | loss: 0.0310528 | val_loss: 0.0312174 | Time: 2815.82 ms
[2020-12-17 21:58:10 main:581] : INFO : Epoch 1700 | loss: 0.0310553 | val_loss: 0.0312399 | Time: 2816.3 ms
[2020-12-17 21:58:13 main:581] : INFO : Epoch 1701 | loss: 0.0310496 | val_loss: 0.0312407 | Time: 2815.38 ms
[2020-12-17 21:58:16 main:581] : INFO : Epoch 1702 | loss: 0.0310534 | val_loss: 0.0312629 | Time: 2818.43 ms
[2020-12-17 21:58:19 main:581] : INFO : Epoch 1703 | loss: 0.0310718 | val_loss: 0.0312241 | Time: 2814.29 ms
[2020-12-17 21:58:22 main:581] : INFO : Epoch 1704 | loss: 0.0310685 | val_loss: 0.0312448 | Time: 2815.52 ms
[2020-12-17 21:58:24 main:581] : INFO : Epoch 1705 | loss: 0.0310671 | val_loss: 0.0312173 | Time: 2810.73 ms
[2020-12-17 21:58:27 main:581] : INFO : Epoch 1706 | loss: 0.031062 | val_loss: 0.0312535 | Time: 2807.62 ms
[2020-12-17 21:58:30 main:581] : INFO : Epoch 1707 | loss: 0.0310562 | val_loss: 0.031239 | Time: 2816.98 ms
[2020-12-17 21:58:33 main:581] : INFO : Epoch 1708 | loss: 0.0310584 | val_loss: 0.0312432 | Time: 2807.33 ms
[2020-12-17 21:58:36 main:581] : INFO : Epoch 1709 | loss: 0.031059 | val_loss: 0.0312816 | Time: 2807.97 ms
[2020-12-17 21:58:39 main:581] : INFO : Epoch 1710 | loss: 0.0310562 | val_loss: 0.0312517 | Time: 2805.36 ms
[2020-12-17 21:58:41 main:581] : INFO : Epoch 1711 | loss: 0.031055 | val_loss: 0.0312498 | Time: 2812.25 ms
[2020-12-17 21:58:44 main:581] : INFO : Epoch 1712 | loss: 0.0310475 | val_loss: 0.0312493 | Time: 2812.94 ms
[2020-12-17 21:58:47 main:581] : INFO : Epoch 1713 | loss: 0.0310512 | val_loss: 0.0312261 | Time: 2814.97 ms
[2020-12-17 21:58:50 main:581] : INFO : Epoch 1714 | loss: 0.0311006 | val_loss: 0.031212 | Time: 2816.32 ms
[2020-12-17 21:58:53 main:581] : INFO : Epoch 1715 | loss: 0.0310942 | val_loss: 0.0312344 | Time: 2814.95 ms
[2020-12-17 21:58:55 main:581] : INFO : Epoch 1716 | loss: 0.0310673 | val_loss: 0.0312375 | Time: 2817.09 ms
[2020-12-17 21:58:58 main:581] : INFO : Epoch 1717 | loss: 0.0310603 | val_loss: 0.031229 | Time: 2837.3 ms
[2020-12-17 21:59:01 main:581] : INFO : Epoch 1718 | loss: 0.0310542 | val_loss: 0.0312359 | Time: 2839.26 ms
[2020-12-17 21:59:04 main:581] : INFO : Epoch 1719 | loss: 0.0310498 | val_loss: 0.0312524 | Time: 2811.83 ms
[2020-12-17 21:59:07 main:581] : INFO : Epoch 1720 | loss: 0.0310521 | val_loss: 0.0312442 | Time: 2802.99 ms
[2020-12-17 21:59:09 main:581] : INFO : Epoch 1721 | loss: 0.0310505 | val_loss: 0.0312546 | Time: 2797.02 ms
[2020-12-17 21:59:12 main:581] : INFO : Epoch 1722 | loss: 0.0310534 | val_loss: 0.0312321 | Time: 2814.79 ms
[2020-12-17 21:59:15 main:581] : INFO : Epoch 1723 | loss: 0.0310478 | val_loss: 0.0312426 | Time: 2809.66 ms
[2020-12-17 21:59:18 main:581] : INFO : Epoch 1724 | loss: 0.0310502 | val_loss: 0.0312526 | Time: 2814.65 ms
[2020-12-17 21:59:21 main:581] : INFO : Epoch 1725 | loss: 0.0310494 | val_loss: 0.0312356 | Time: 2817.58 ms
[2020-12-17 21:59:24 main:581] : INFO : Epoch 1726 | loss: 0.0310481 | val_loss: 0.0312501 | Time: 2816.74 ms
[2020-12-17 21:59:26 main:581] : INFO : Epoch 1727 | loss: 0.0310455 | val_loss: 0.0312435 | Time: 2813.89 ms
[2020-12-17 21:59:29 main:581] : INFO : Epoch 1728 | loss: 0.031065 | val_loss: 0.0312361 | Time: 2836.43 ms
[2020-12-17 21:59:32 main:581] : INFO : Epoch 1729 | loss: 0.0310627 | val_loss: 0.0312257 | Time: 2816.97 ms
[2020-12-17 21:59:35 main:581] : INFO : Epoch 1730 | loss: 0.031057 | val_loss: 0.0312442 | Time: 2816.81 ms
[2020-12-17 21:59:38 main:581] : INFO : Epoch 1731 | loss: 0.0310479 | val_loss: 0.0312623 | Time: 2816.71 ms
[2020-12-17 21:59:40 main:581] : INFO : Epoch 1732 | loss: 0.0310484 | val_loss: 0.0312435 | Time: 2814.66 ms
[2020-12-17 21:59:43 main:581] : INFO : Epoch 1733 | loss: 0.0310482 | val_loss: 0.0312582 | Time: 2813.02 ms
[2020-12-17 21:59:46 main:581] : INFO : Epoch 1734 | loss: 0.0310484 | val_loss: 0.0312569 | Time: 2814.08 ms
[2020-12-17 21:59:49 main:581] : INFO : Epoch 1735 | loss: 0.0310503 | val_loss: 0.0312535 | Time: 2811.14 ms
[2020-12-17 21:59:52 main:581] : INFO : Epoch 1736 | loss: 0.0310573 | val_loss: 0.0312482 | Time: 2814.93 ms
[2020-12-17 21:59:55 main:581] : INFO : Epoch 1737 | loss: 0.0310605 | val_loss: 0.0312274 | Time: 2817.51 ms
[2020-12-17 21:59:57 main:581] : INFO : Epoch 1738 | loss: 0.0310837 | val_loss: 0.0312302 | Time: 2815.8 ms
[2020-12-17 22:00:00 main:581] : INFO : Epoch 1739 | loss: 0.0310696 | val_loss: 0.0312298 | Time: 2861.19 ms
[2020-12-17 22:00:03 main:581] : INFO : Epoch 1740 | loss: 0.0310562 | val_loss: 0.0312346 | Time: 2814.27 ms
[2020-12-17 22:00:06 main:581] : INFO : Epoch 1741 | loss: 0.0310495 | val_loss: 0.0312639 | Time: 2810.34 ms
[2020-12-17 22:00:09 main:581] : INFO : Epoch 1742 | loss: 0.0310425 | val_loss: 0.0312471 | Time: 2811.15 ms
[2020-12-17 22:00:11 main:581] : INFO : Epoch 1743 | loss: 0.031039 | val_loss: 0.0312513 | Time: 2815.98 ms
[2020-12-17 22:00:14 main:581] : INFO : Epoch 1744 | loss: 0.0310603 | val_loss: 0.031234 | Time: 2813.3 ms
[2020-12-17 22:00:17 main:581] : INFO : Epoch 1745 | loss: 0.0310598 | val_loss: 0.0312271 | Time: 2815.07 ms
[2020-12-17 22:00:20 main:581] : INFO : Epoch 1746 | loss: 0.0310601 | val_loss: 0.0312464 | Time: 2814.96 ms
[2020-12-17 22:00:23 main:581] : INFO : Epoch 1747 | loss: 0.03105 | val_loss: 0.0312269 | Time: 2813.47 ms
[2020-12-17 22:00:26 main:581] : INFO : Epoch 1748 | loss: 0.0310523 | val_loss: 0.0312496 | Time: 2813.46 ms
[2020-12-17 22:00:28 main:581] : INFO : Epoch 1749 | loss: 0.031067 | val_loss: 0.0312413 | Time: 2835.97 ms
[2020-12-17 22:00:31 main:581] : INFO : Epoch 1750 | loss: 0.0310642 | val_loss: 0.0312527 | Time: 2817.81 ms
[2020-12-17 22:00:34 main:581] : INFO : Epoch 1751 | loss: 0.0310624 | val_loss: 0.0312308 | Time: 2817.87 ms
[2020-12-17 22:00:37 main:581] : INFO : Epoch 1752 | loss: 0.0310521 | val_loss: 0.0312377 | Time: 2815.52 ms
[2020-12-17 22:00:40 main:581] : INFO : Epoch 1753 | loss: 0.0310471 | val_loss: 0.0312601 | Time: 2812.79 ms
[2020-12-17 22:00:42 main:581] : INFO : Epoch 1754 | loss: 0.031043 | val_loss: 0.0312503 | Time: 2816 ms
[2020-12-17 22:00:45 main:581] : INFO : Epoch 1755 | loss: 0.0310438 | val_loss: 0.0312682 | Time: 2802.7 ms
[2020-12-17 22:00:48 main:581] : INFO : Epoch 1756 | loss: 0.0310471 | val_loss: 0.0312569 | Time: 2812.8 ms
[2020-12-17 22:00:51 main:581] : INFO : Epoch 1757 | loss: 0.031055 | val_loss: 0.0312438 | Time: 2819.71 ms
[2020-12-17 22:00:54 main:581] : INFO : Epoch 1758 | loss: 0.0310498 | val_loss: 0.0312432 | Time: 2814.9 ms
[2020-12-17 22:00:57 main:581] : INFO : Epoch 1759 | loss: 0.0310498 | val_loss: 0.0312421 | Time: 2815.17 ms
[2020-12-17 22:00:59 main:581] : INFO : Epoch 1760 | loss: 0.0310613 | val_loss: 0.0312452 | Time: 2834.74 ms
[2020-12-17 22:01:02 main:581] : INFO : Epoch 1761 | loss: 0.031061 | val_loss: 0.0312381 | Time: 2838.68 ms
[2020-12-17 22:01:05 main:581] : INFO : Epoch 1762 | loss: 0.031061 | val_loss: 0.0312479 | Time: 2814.95 ms
[2020-12-17 22:01:08 main:581] : INFO : Epoch 1763 | loss: 0.0310516 | val_loss: 0.0312632 | Time: 2817.15 ms
[2020-12-17 22:01:11 main:581] : INFO : Epoch 1764 | loss: 0.0310464 | val_loss: 0.0312602 | Time: 2821.26 ms
[2020-12-17 22:01:13 main:581] : INFO : Epoch 1765 | loss: 0.0310414 | val_loss: 0.0312303 | Time: 2808.27 ms
[2020-12-17 22:01:16 main:581] : INFO : Epoch 1766 | loss: 0.0310593 | val_loss: 0.0312502 | Time: 2812.22 ms
[2020-12-17 22:01:19 main:581] : INFO : Epoch 1767 | loss: 0.0310734 | val_loss: 0.0312217 | Time: 2816.26 ms
[2020-12-17 22:01:22 main:581] : INFO : Epoch 1768 | loss: 0.0310748 | val_loss: 0.0312328 | Time: 2817.98 ms
[2020-12-17 22:01:25 main:581] : INFO : Epoch 1769 | loss: 0.0310585 | val_loss: 0.0312489 | Time: 2815.74 ms
[2020-12-17 22:01:28 main:581] : INFO : Epoch 1770 | loss: 0.0310507 | val_loss: 0.0312494 | Time: 2823.69 ms
[2020-12-17 22:01:30 main:581] : INFO : Epoch 1771 | loss: 0.0310509 | val_loss: 0.0312345 | Time: 2813.78 ms
[2020-12-17 22:01:33 main:581] : INFO : Epoch 1772 | loss: 0.0310465 | val_loss: 0.0312282 | Time: 2813.3 ms
[2020-12-17 22:01:36 main:581] : INFO : Epoch 1773 | loss: 0.0310505 | val_loss: 0.0312791 | Time: 2814.57 ms
[2020-12-17 22:01:39 main:581] : INFO : Epoch 1774 | loss: 0.0310517 | val_loss: 0.0312517 | Time: 2815.71 ms
[2020-12-17 22:01:42 main:581] : INFO : Epoch 1775 | loss: 0.0310476 | val_loss: 0.0312355 | Time: 2813.75 ms
[2020-12-17 22:01:44 main:581] : INFO : Epoch 1776 | loss: 0.031049 | val_loss: 0.0312478 | Time: 2810.24 ms
[2020-12-17 22:01:47 main:581] : INFO : Epoch 1777 | loss: 0.0310472 | val_loss: 0.0312423 | Time: 2814.93 ms
[2020-12-17 22:01:50 main:581] : INFO : Epoch 1778 | loss: 0.0310438 | val_loss: 0.0312435 | Time: 2813.04 ms
[2020-12-17 22:01:53 main:581] : INFO : Epoch 1779 | loss: 0.0310525 | val_loss: 0.0312256 | Time: 2809.46 ms
[2020-12-17 22:01:56 main:581] : INFO : Epoch 1780 | loss: 0.031054 | val_loss: 0.0312591 | Time: 2811.79 ms
[2020-12-17 22:01:59 main:581] : INFO : Epoch 1781 | loss: 0.0310455 | val_loss: 0.0312341 | Time: 2833.87 ms
[2020-12-17 22:02:01 main:581] : INFO : Epoch 1782 | loss: 0.0310473 | val_loss: 0.031247 | Time: 2823.93 ms
[2020-12-17 22:02:04 main:581] : INFO : Epoch 1783 | loss: 0.031045 | val_loss: 0.0312849 | Time: 2806.74 ms
[2020-12-17 22:02:07 main:581] : INFO : Epoch 1784 | loss: 0.0310428 | val_loss: 0.031243 | Time: 2815.27 ms
[2020-12-17 22:02:10 main:581] : INFO : Epoch 1785 | loss: 0.0310414 | val_loss: 0.0312697 | Time: 2813.47 ms
[2020-12-17 22:02:13 main:581] : INFO : Epoch 1786 | loss: 0.0310424 | val_loss: 0.0312454 | Time: 2811.57 ms
[2020-12-17 22:02:15 main:581] : INFO : Epoch 1787 | loss: 0.0310467 | val_loss: 0.0312561 | Time: 2805.01 ms
[2020-12-17 22:02:18 main:581] : INFO : Epoch 1788 | loss: 0.0310481 | val_loss: 0.0312499 | Time: 2815.69 ms
[2020-12-17 22:02:21 main:581] : INFO : Epoch 1789 | loss: 0.0310554 | val_loss: 0.0312553 | Time: 2816.24 ms
[2020-12-17 22:02:24 main:581] : INFO : Epoch 1790 | loss: 0.0310493 | val_loss: 0.0312426 | Time: 2811.27 ms
[2020-12-17 22:02:27 main:581] : INFO : Epoch 1791 | loss: 0.0310607 | val_loss: 0.0312334 | Time: 2813.64 ms
[2020-12-17 22:02:30 main:581] : INFO : Epoch 1792 | loss: 0.0310582 | val_loss: 0.0312579 | Time: 2834.75 ms
[2020-12-17 22:02:32 main:581] : INFO : Epoch 1793 | loss: 0.0310514 | val_loss: 0.0312225 | Time: 2809.79 ms
[2020-12-17 22:02:35 main:581] : INFO : Epoch 1794 | loss: 0.0310553 | val_loss: 0.0312456 | Time: 2810.75 ms
[2020-12-17 22:02:38 main:581] : INFO : Epoch 1795 | loss: 0.0310548 | val_loss: 0.0312499 | Time: 2814.57 ms
[2020-12-17 22:02:41 main:581] : INFO : Epoch 1796 | loss: 0.0310553 | val_loss: 0.0312546 | Time: 2814.06 ms
[2020-12-17 22:02:44 main:581] : INFO : Epoch 1797 | loss: 0.0310462 | val_loss: 0.0312494 | Time: 2811.78 ms
[2020-12-17 22:02:46 main:581] : INFO : Epoch 1798 | loss: 0.031043 | val_loss: 0.0312717 | Time: 2807.05 ms
[2020-12-17 22:02:49 main:581] : INFO : Epoch 1799 | loss: 0.0310473 | val_loss: 0.0312386 | Time: 2814.27 ms
[2020-12-17 22:02:52 main:581] : INFO : Epoch 1800 | loss: 0.0310498 | val_loss: 0.0312449 | Time: 2816.1 ms
[2020-12-17 22:02:55 main:581] : INFO : Epoch 1801 | loss: 0.0310482 | val_loss: 0.0312438 | Time: 2814.47 ms
[2020-12-17 22:02:58 main:581] : INFO : Epoch 1802 | loss: 0.031045 | val_loss: 0.0312857 | Time: 2821.7 ms
[2020-12-17 22:03:00 main:581] : INFO : Epoch 1803 | loss: 0.0310523 | val_loss: 0.0312441 | Time: 2836.75 ms
[2020-12-17 22:03:03 main:581] : INFO : Epoch 1804 | loss: 0.0310402 | val_loss: 0.0312584 | Time: 2811.05 ms
[2020-12-17 22:03:06 main:581] : INFO : Epoch 1805 | loss: 0.0310376 | val_loss: 0.0312452 | Time: 2799.51 ms
[2020-12-17 22:03:09 main:581] : INFO : Epoch 1806 | loss: 0.0310448 | val_loss: 0.031243 | Time: 2819.78 ms
[2020-12-17 22:03:12 main:581] : INFO : Epoch 1807 | loss: 0.0310591 | val_loss: 0.0312393 | Time: 2816.12 ms
[2020-12-17 22:03:15 main:581] : INFO : Epoch 1808 | loss: 0.0310639 | val_loss: 0.0312494 | Time: 2817.59 ms
[2020-12-17 22:03:17 main:581] : INFO : Epoch 1809 | loss: 0.031057 | val_loss: 0.031245 | Time: 2816.12 ms
[2020-12-17 22:03:20 main:581] : INFO : Epoch 1810 | loss: 0.0310529 | val_loss: 0.0312655 | Time: 2814.15 ms
[2020-12-17 22:03:23 main:581] : INFO : Epoch 1811 | loss: 0.0310373 | val_loss: 0.0312588 | Time: 2815.97 ms
[2020-12-17 22:03:26 main:581] : INFO : Epoch 1812 | loss: 0.0310424 | val_loss: 0.0312448 | Time: 2816.17 ms
[2020-12-17 22:03:29 main:581] : INFO : Epoch 1813 | loss: 0.0310446 | val_loss: 0.0312442 | Time: 2837.5 ms
[2020-12-17 22:03:31 main:581] : INFO : Epoch 1814 | loss: 0.0310432 | val_loss: 0.0312669 | Time: 2813.9 ms
[2020-12-17 22:03:34 main:581] : INFO : Epoch 1815 | loss: 0.0310466 | val_loss: 0.0312561 | Time: 2812.48 ms
[2020-12-17 22:03:37 main:581] : INFO : Epoch 1816 | loss: 0.0310552 | val_loss: 0.0312296 | Time: 2819.88 ms
[2020-12-17 22:03:40 main:581] : INFO : Epoch 1817 | loss: 0.0310515 | val_loss: 0.0312481 | Time: 2812.29 ms
[2020-12-17 22:03:43 main:581] : INFO : Epoch 1818 | loss: 0.0310421 | val_loss: 0.0312663 | Time: 2804.95 ms
[2020-12-17 22:03:46 main:581] : INFO : Epoch 1819 | loss: 0.0310509 | val_loss: 0.0312418 | Time: 2807 ms
[2020-12-17 22:03:48 main:581] : INFO : Epoch 1820 | loss: 0.0310591 | val_loss: 0.0312329 | Time: 2817.73 ms
[2020-12-17 22:03:51 main:581] : INFO : Epoch 1821 | loss: 0.0310465 | val_loss: 0.0312629 | Time: 2804.01 ms
[2020-12-17 22:03:54 main:581] : INFO : Epoch 1822 | loss: 0.0310444 | val_loss: 0.0312513 | Time: 2813.19 ms
[2020-12-17 22:03:57 main:581] : INFO : Epoch 1823 | loss: 0.0310405 | val_loss: 0.0312636 | Time: 2820.17 ms
[2020-12-17 22:04:00 main:581] : INFO : Epoch 1824 | loss: 0.0310424 | val_loss: 0.0312585 | Time: 2842.72 ms
[2020-12-17 22:04:02 main:581] : INFO : Epoch 1825 | loss: 0.0310505 | val_loss: 0.0312355 | Time: 2812.81 ms
[2020-12-17 22:04:05 main:581] : INFO : Epoch 1826 | loss: 0.0310674 | val_loss: 0.0312406 | Time: 2812.44 ms
[2020-12-17 22:04:08 main:581] : INFO : Epoch 1827 | loss: 0.03106 | val_loss: 0.0312646 | Time: 2807.53 ms
[2020-12-17 22:04:11 main:581] : INFO : Epoch 1828 | loss: 0.0310559 | val_loss: 0.0312707 | Time: 2813.4 ms
[2020-12-17 22:04:14 main:581] : INFO : Epoch 1829 | loss: 0.0310585 | val_loss: 0.0312671 | Time: 2815.41 ms
[2020-12-17 22:04:17 main:581] : INFO : Epoch 1830 | loss: 0.0310532 | val_loss: 0.0312358 | Time: 2814.4 ms
[2020-12-17 22:04:19 main:581] : INFO : Epoch 1831 | loss: 0.0310641 | val_loss: 0.0312295 | Time: 2813.73 ms
[2020-12-17 22:04:22 main:581] : INFO : Epoch 1832 | loss: 0.0310543 | val_loss: 0.0312354 | Time: 2812.98 ms
[2020-12-17 22:04:25 main:581] : INFO : Epoch 1833 | loss: 0.0310512 | val_loss: 0.031247 | Time: 2809.11 ms
[2020-12-17 22:04:28 main:581] : INFO : Epoch 1834 | loss: 0.0310384 | val_loss: 0.0312489 | Time: 2829.4 ms
[2020-12-17 22:04:31 main:581] : INFO : Epoch 1835 | loss: 0.0310447 | val_loss: 0.0312515 | Time: 2814.53 ms
[2020-12-17 22:04:33 main:581] : INFO : Epoch 1836 | loss: 0.031047 | val_loss: 0.0312619 | Time: 2807.14 ms
[2020-12-17 22:04:36 main:581] : INFO : Epoch 1837 | loss: 0.0310458 | val_loss: 0.0312367 | Time: 2810.55 ms
[2020-12-17 22:04:39 main:581] : INFO : Epoch 1838 | loss: 0.0310396 | val_loss: 0.0312585 | Time: 2816.94 ms
[2020-12-17 22:04:42 main:581] : INFO : Epoch 1839 | loss: 0.0310357 | val_loss: 0.0312686 | Time: 2805.66 ms
[2020-12-17 22:04:45 main:581] : INFO : Epoch 1840 | loss: 0.0310395 | val_loss: 0.0312348 | Time: 2806.86 ms
[2020-12-17 22:04:47 main:581] : INFO : Epoch 1841 | loss: 0.0310397 | val_loss: 0.0312557 | Time: 2799.68 ms
[2020-12-17 22:04:50 main:581] : INFO : Epoch 1842 | loss: 0.031054 | val_loss: 0.0312547 | Time: 2813.65 ms
[2020-12-17 22:04:53 main:581] : INFO : Epoch 1843 | loss: 0.0310517 | val_loss: 0.0312577 | Time: 2820.38 ms
[2020-12-17 22:04:56 main:581] : INFO : Epoch 1844 | loss: 0.0310553 | val_loss: 0.0312584 | Time: 2813.37 ms
[2020-12-17 22:04:59 main:581] : INFO : Epoch 1845 | loss: 0.0310551 | val_loss: 0.0312447 | Time: 2834.31 ms
[2020-12-17 22:05:02 main:581] : INFO : Epoch 1846 | loss: 0.0310486 | val_loss: 0.0312533 | Time: 2832.36 ms
[2020-12-17 22:05:04 main:581] : INFO : Epoch 1847 | loss: 0.0310377 | val_loss: 0.0312464 | Time: 2818.48 ms
[2020-12-17 22:05:07 main:581] : INFO : Epoch 1848 | loss: 0.0310414 | val_loss: 0.0312515 | Time: 2816.13 ms
[2020-12-17 22:05:10 main:581] : INFO : Epoch 1849 | loss: 0.0310385 | val_loss: 0.0312702 | Time: 2813.36 ms
[2020-12-17 22:05:13 main:581] : INFO : Epoch 1850 | loss: 0.0310357 | val_loss: 0.0312663 | Time: 2810.18 ms
[2020-12-17 22:05:16 main:581] : INFO : Epoch 1851 | loss: 0.031036 | val_loss: 0.0312523 | Time: 2810.14 ms
[2020-12-17 22:05:18 main:581] : INFO : Epoch 1852 | loss: 0.0310405 | val_loss: 0.0312456 | Time: 2814.19 ms
[2020-12-17 22:05:21 main:581] : INFO : Epoch 1853 | loss: 0.0310445 | val_loss: 0.0312361 | Time: 2809.68 ms
[2020-12-17 22:05:24 main:581] : INFO : Epoch 1854 | loss: 0.0310429 | val_loss: 0.0312355 | Time: 2807.17 ms
[2020-12-17 22:05:27 main:581] : INFO : Epoch 1855 | loss: 0.031055 | val_loss: 0.0312422 | Time: 2810.91 ms
[2020-12-17 22:05:30 main:581] : INFO : Epoch 1856 | loss: 0.0310501 | val_loss: 0.0312623 | Time: 2833.68 ms
[2020-12-17 22:05:33 main:581] : INFO : Epoch 1857 | loss: 0.0310438 | val_loss: 0.0312602 | Time: 2813.58 ms
[2020-12-17 22:05:35 main:581] : INFO : Epoch 1858 | loss: 0.0310382 | val_loss: 0.0312888 | Time: 2809.59 ms
[2020-12-17 22:05:38 main:581] : INFO : Epoch 1859 | loss: 0.0310416 | val_loss: 0.031256 | Time: 2818.81 ms
[2020-12-17 22:05:41 main:581] : INFO : Epoch 1860 | loss: 0.0310368 | val_loss: 0.0312617 | Time: 2818.58 ms
[2020-12-17 22:05:44 main:581] : INFO : Epoch 1861 | loss: 0.0310402 | val_loss: 0.0312625 | Time: 2817.04 ms
[2020-12-17 22:05:47 main:581] : INFO : Epoch 1862 | loss: 0.0310769 | val_loss: 0.0312224 | Time: 2816.99 ms
[2020-12-17 22:05:49 main:581] : INFO : Epoch 1863 | loss: 0.0310725 | val_loss: 0.0312372 | Time: 2816.64 ms
[2020-12-17 22:05:52 main:581] : INFO : Epoch 1864 | loss: 0.0310565 | val_loss: 0.031237 | Time: 2814.35 ms
[2020-12-17 22:05:55 main:581] : INFO : Epoch 1865 | loss: 0.0310552 | val_loss: 0.0312397 | Time: 2812.35 ms
[2020-12-17 22:05:58 main:581] : INFO : Epoch 1866 | loss: 0.0310561 | val_loss: 0.0312357 | Time: 2834.12 ms
[2020-12-17 22:06:01 main:581] : INFO : Epoch 1867 | loss: 0.0310638 | val_loss: 0.0312424 | Time: 2839.41 ms
[2020-12-17 22:06:04 main:581] : INFO : Epoch 1868 | loss: 0.031081 | val_loss: 0.0312366 | Time: 2812.54 ms
[2020-12-17 22:06:06 main:581] : INFO : Epoch 1869 | loss: 0.0310585 | val_loss: 0.0312375 | Time: 2815.07 ms
[2020-12-17 22:06:09 main:581] : INFO : Epoch 1870 | loss: 0.031053 | val_loss: 0.0312425 | Time: 2817.66 ms
[2020-12-17 22:06:12 main:581] : INFO : Epoch 1871 | loss: 0.031049 | val_loss: 0.0312456 | Time: 2815.82 ms
[2020-12-17 22:06:15 main:581] : INFO : Epoch 1872 | loss: 0.0310433 | val_loss: 0.0312803 | Time: 2813.17 ms
[2020-12-17 22:06:18 main:581] : INFO : Epoch 1873 | loss: 0.031054 | val_loss: 0.0312414 | Time: 2806.05 ms
[2020-12-17 22:06:20 main:581] : INFO : Epoch 1874 | loss: 0.0310529 | val_loss: 0.0312653 | Time: 2808.12 ms
[2020-12-17 22:06:23 main:581] : INFO : Epoch 1875 | loss: 0.0310435 | val_loss: 0.031248 | Time: 2813.01 ms
[2020-12-17 22:06:26 main:581] : INFO : Epoch 1876 | loss: 0.031041 | val_loss: 0.031247 | Time: 2806.33 ms
[2020-12-17 22:06:29 main:581] : INFO : Epoch 1877 | loss: 0.0310431 | val_loss: 0.0312482 | Time: 2836.86 ms
[2020-12-17 22:06:32 main:581] : INFO : Epoch 1878 | loss: 0.0310458 | val_loss: 0.0312437 | Time: 2809.52 ms
[2020-12-17 22:06:35 main:581] : INFO : Epoch 1879 | loss: 0.031041 | val_loss: 0.0312654 | Time: 2803.41 ms
[2020-12-17 22:06:37 main:581] : INFO : Epoch 1880 | loss: 0.0310407 | val_loss: 0.0312483 | Time: 2800.69 ms
[2020-12-17 22:06:40 main:581] : INFO : Epoch 1881 | loss: 0.0310408 | val_loss: 0.0312476 | Time: 2815.22 ms
[2020-12-17 22:06:43 main:581] : INFO : Epoch 1882 | loss: 0.0310357 | val_loss: 0.0312501 | Time: 2812.39 ms
[2020-12-17 22:06:46 main:581] : INFO : Epoch 1883 | loss: 0.0310446 | val_loss: 0.0312576 | Time: 2810.43 ms
[2020-12-17 22:06:49 main:581] : INFO : Epoch 1884 | loss: 0.0310665 | val_loss: 0.0312161 | Time: 2813.12 ms
[2020-12-17 22:06:51 main:581] : INFO : Epoch 1885 | loss: 0.0311135 | val_loss: 0.0312316 | Time: 2812.74 ms
[2020-12-17 22:06:54 main:581] : INFO : Epoch 1886 | loss: 0.0310915 | val_loss: 0.0312334 | Time: 2814.6 ms
[2020-12-17 22:06:57 main:581] : INFO : Epoch 1887 | loss: 0.0310644 | val_loss: 0.0312491 | Time: 2817.77 ms
[2020-12-17 22:07:00 main:581] : INFO : Epoch 1888 | loss: 0.0310593 | val_loss: 0.0312432 | Time: 2844.06 ms
[2020-12-17 22:07:03 main:581] : INFO : Epoch 1889 | loss: 0.031055 | val_loss: 0.0312271 | Time: 2810.33 ms
[2020-12-17 22:07:05 main:581] : INFO : Epoch 1890 | loss: 0.0310788 | val_loss: 0.03124 | Time: 2807.64 ms
[2020-12-17 22:07:08 main:581] : INFO : Epoch 1891 | loss: 0.0310624 | val_loss: 0.0312612 | Time: 2813.72 ms
[2020-12-17 22:07:11 main:581] : INFO : Epoch 1892 | loss: 0.0310509 | val_loss: 0.0312296 | Time: 2817.91 ms
[2020-12-17 22:07:14 main:581] : INFO : Epoch 1893 | loss: 0.0310439 | val_loss: 0.0312524 | Time: 2814.33 ms
[2020-12-17 22:07:17 main:581] : INFO : Epoch 1894 | loss: 0.031041 | val_loss: 0.0312528 | Time: 2815.69 ms
[2020-12-17 22:07:20 main:581] : INFO : Epoch 1895 | loss: 0.031042 | val_loss: 0.0312504 | Time: 2815.58 ms
[2020-12-17 22:07:22 main:581] : INFO : Epoch 1896 | loss: 0.0310539 | val_loss: 0.0312401 | Time: 2810.91 ms
[2020-12-17 22:07:25 main:581] : INFO : Epoch 1897 | loss: 0.0310495 | val_loss: 0.0312606 | Time: 2817.68 ms
[2020-12-17 22:07:28 main:581] : INFO : Epoch 1898 | loss: 0.0310405 | val_loss: 0.0312456 | Time: 2831.89 ms
[2020-12-17 22:07:31 main:581] : INFO : Epoch 1899 | loss: 0.0310465 | val_loss: 0.0312211 | Time: 2813.44 ms
[2020-12-17 22:07:34 main:581] : INFO : Epoch 1900 | loss: 0.0310721 | val_loss: 0.0312434 | Time: 2807.83 ms
[2020-12-17 22:07:36 main:581] : INFO : Epoch 1901 | loss: 0.0310558 | val_loss: 0.0312413 | Time: 2818.71 ms
[2020-12-17 22:07:39 main:581] : INFO : Epoch 1902 | loss: 0.0310476 | val_loss: 0.0312423 | Time: 2816.14 ms
[2020-12-17 22:07:42 main:581] : INFO : Epoch 1903 | loss: 0.0310482 | val_loss: 0.0312669 | Time: 2803.08 ms
[2020-12-17 22:07:45 main:581] : INFO : Epoch 1904 | loss: 0.0310349 | val_loss: 0.0312694 | Time: 2818.08 ms
[2020-12-17 22:07:48 main:581] : INFO : Epoch 1905 | loss: 0.0310349 | val_loss: 0.0312444 | Time: 2815.21 ms
[2020-12-17 22:07:51 main:581] : INFO : Epoch 1906 | loss: 0.0310358 | val_loss: 0.031265 | Time: 2817.07 ms
[2020-12-17 22:07:53 main:581] : INFO : Epoch 1907 | loss: 0.0310447 | val_loss: 0.0312545 | Time: 2813.07 ms
[2020-12-17 22:07:56 main:581] : INFO : Epoch 1908 | loss: 0.0310518 | val_loss: 0.0312403 | Time: 2816.38 ms
[2020-12-17 22:07:59 main:581] : INFO : Epoch 1909 | loss: 0.0310526 | val_loss: 0.0312583 | Time: 2839.21 ms
[2020-12-17 22:08:02 main:581] : INFO : Epoch 1910 | loss: 0.0310404 | val_loss: 0.0312321 | Time: 2840.38 ms
[2020-12-17 22:08:05 main:581] : INFO : Epoch 1911 | loss: 0.0310465 | val_loss: 0.0312828 | Time: 2813.92 ms
[2020-12-17 22:08:07 main:581] : INFO : Epoch 1912 | loss: 0.0310457 | val_loss: 0.0312616 | Time: 2806.71 ms
[2020-12-17 22:08:10 main:581] : INFO : Epoch 1913 | loss: 0.0310421 | val_loss: 0.0312355 | Time: 2813.03 ms
[2020-12-17 22:08:13 main:581] : INFO : Epoch 1914 | loss: 0.031038 | val_loss: 0.0312508 | Time: 2811.79 ms
[2020-12-17 22:08:16 main:581] : INFO : Epoch 1915 | loss: 0.0310366 | val_loss: 0.0312678 | Time: 2807.96 ms
[2020-12-17 22:08:19 main:581] : INFO : Epoch 1916 | loss: 0.0310434 | val_loss: 0.0312363 | Time: 2807.52 ms
[2020-12-17 22:08:22 main:581] : INFO : Epoch 1917 | loss: 0.0310469 | val_loss: 0.0312385 | Time: 2817.8 ms
[2020-12-17 22:08:24 main:581] : INFO : Epoch 1918 | loss: 0.0310511 | val_loss: 0.0312531 | Time: 2812.67 ms
[2020-12-17 22:08:27 main:581] : INFO : Epoch 1919 | loss: 0.0310398 | val_loss: 0.0312533 | Time: 2811.42 ms
[2020-12-17 22:08:30 main:581] : INFO : Epoch 1920 | loss: 0.0310344 | val_loss: 0.0312701 | Time: 2837.61 ms
[2020-12-17 22:08:33 main:581] : INFO : Epoch 1921 | loss: 0.0310395 | val_loss: 0.031246 | Time: 2815.32 ms
[2020-12-17 22:08:36 main:581] : INFO : Epoch 1922 | loss: 0.0310466 | val_loss: 0.0312449 | Time: 2815.75 ms
[2020-12-17 22:08:38 main:581] : INFO : Epoch 1923 | loss: 0.0310447 | val_loss: 0.0312431 | Time: 2817.25 ms
[2020-12-17 22:08:41 main:581] : INFO : Epoch 1924 | loss: 0.031039 | val_loss: 0.0312627 | Time: 2810.69 ms
[2020-12-17 22:08:44 main:581] : INFO : Epoch 1925 | loss: 0.0310485 | val_loss: 0.0312358 | Time: 2811.19 ms
[2020-12-17 22:08:47 main:581] : INFO : Epoch 1926 | loss: 0.0310525 | val_loss: 0.0312452 | Time: 2810.01 ms
[2020-12-17 22:08:50 main:581] : INFO : Epoch 1927 | loss: 0.0310451 | val_loss: 0.0312811 | Time: 2815.22 ms
[2020-12-17 22:08:52 main:581] : INFO : Epoch 1928 | loss: 0.0310434 | val_loss: 0.0312858 | Time: 2809.58 ms
[2020-12-17 22:08:55 main:581] : INFO : Epoch 1929 | loss: 0.0310479 | val_loss: 0.031252 | Time: 2819.51 ms
[2020-12-17 22:08:58 main:581] : INFO : Epoch 1930 | loss: 0.0310513 | val_loss: 0.0312674 | Time: 2835.03 ms
[2020-12-17 22:09:01 main:581] : INFO : Epoch 1931 | loss: 0.0310559 | val_loss: 0.0312492 | Time: 2841.79 ms
[2020-12-17 22:09:04 main:581] : INFO : Epoch 1932 | loss: 0.0310537 | val_loss: 0.0312496 | Time: 2812.45 ms
[2020-12-17 22:09:07 main:581] : INFO : Epoch 1933 | loss: 0.0310584 | val_loss: 0.0312575 | Time: 2820.45 ms
[2020-12-17 22:09:09 main:581] : INFO : Epoch 1934 | loss: 0.0310586 | val_loss: 0.0312139 | Time: 2817.01 ms
[2020-12-17 22:09:12 main:581] : INFO : Epoch 1935 | loss: 0.0311036 | val_loss: 0.0312139 | Time: 2814.02 ms
[2020-12-17 22:09:15 main:581] : INFO : Epoch 1936 | loss: 0.0310924 | val_loss: 0.0312283 | Time: 2816.05 ms
[2020-12-17 22:09:18 main:581] : INFO : Epoch 1937 | loss: 0.0310704 | val_loss: 0.0312346 | Time: 2807.99 ms
[2020-12-17 22:09:21 main:581] : INFO : Epoch 1938 | loss: 0.0310568 | val_loss: 0.0312533 | Time: 2811.67 ms
[2020-12-17 22:09:24 main:581] : INFO : Epoch 1939 | loss: 0.0310462 | val_loss: 0.0312461 | Time: 2810.35 ms
[2020-12-17 22:09:26 main:581] : INFO : Epoch 1940 | loss: 0.0310658 | val_loss: 0.0312508 | Time: 2805.46 ms
[2020-12-17 22:09:29 main:581] : INFO : Epoch 1941 | loss: 0.0310512 | val_loss: 0.0312471 | Time: 2828.11 ms
[2020-12-17 22:09:32 main:581] : INFO : Epoch 1942 | loss: 0.0310521 | val_loss: 0.0312587 | Time: 2812.52 ms
[2020-12-17 22:09:35 main:581] : INFO : Epoch 1943 | loss: 0.0310504 | val_loss: 0.0312394 | Time: 2814.82 ms
[2020-12-17 22:09:38 main:581] : INFO : Epoch 1944 | loss: 0.0310422 | val_loss: 0.0312533 | Time: 2809.28 ms
[2020-12-17 22:09:40 main:581] : INFO : Epoch 1945 | loss: 0.0310432 | val_loss: 0.0312614 | Time: 2809.63 ms
[2020-12-17 22:09:43 main:581] : INFO : Epoch 1946 | loss: 0.0310412 | val_loss: 0.0312466 | Time: 2814.11 ms
[2020-12-17 22:09:46 main:581] : INFO : Epoch 1947 | loss: 0.0310428 | val_loss: 0.0312368 | Time: 2811.86 ms
[2020-12-17 22:09:49 main:581] : INFO : Epoch 1948 | loss: 0.0310414 | val_loss: 0.0312635 | Time: 2806.71 ms
[2020-12-17 22:09:52 main:581] : INFO : Epoch 1949 | loss: 0.0310407 | val_loss: 0.0312833 | Time: 2817.2 ms
[2020-12-17 22:09:54 main:581] : INFO : Epoch 1950 | loss: 0.0310408 | val_loss: 0.031244 | Time: 2811.37 ms
[2020-12-17 22:09:57 main:581] : INFO : Epoch 1951 | loss: 0.0310545 | val_loss: 0.0312466 | Time: 2808.6 ms
[2020-12-17 22:10:00 main:581] : INFO : Epoch 1952 | loss: 0.0310578 | val_loss: 0.0312312 | Time: 2855.39 ms
[2020-12-17 22:10:03 main:581] : INFO : Epoch 1953 | loss: 0.0310496 | val_loss: 0.0312492 | Time: 2816.81 ms
[2020-12-17 22:10:06 main:581] : INFO : Epoch 1954 | loss: 0.0310414 | val_loss: 0.0312443 | Time: 2813.72 ms
[2020-12-17 22:10:09 main:581] : INFO : Epoch 1955 | loss: 0.0310381 | val_loss: 0.0312841 | Time: 2818.45 ms
[2020-12-17 22:10:11 main:581] : INFO : Epoch 1956 | loss: 0.031039 | val_loss: 0.0312506 | Time: 2817.53 ms
[2020-12-17 22:10:14 main:581] : INFO : Epoch 1957 | loss: 0.0310404 | val_loss: 0.0312472 | Time: 2808.01 ms
[2020-12-17 22:10:17 main:581] : INFO : Epoch 1958 | loss: 0.0310447 | val_loss: 0.0312374 | Time: 2811.1 ms
[2020-12-17 22:10:20 main:581] : INFO : Epoch 1959 | loss: 0.03104 | val_loss: 0.0312576 | Time: 2815.56 ms
[2020-12-17 22:10:23 main:581] : INFO : Epoch 1960 | loss: 0.0310345 | val_loss: 0.0312638 | Time: 2812.39 ms
[2020-12-17 22:10:25 main:581] : INFO : Epoch 1961 | loss: 0.0310407 | val_loss: 0.0312471 | Time: 2817.8 ms
[2020-12-17 22:10:28 main:581] : INFO : Epoch 1962 | loss: 0.0310481 | val_loss: 0.0312506 | Time: 2837.59 ms
[2020-12-17 22:10:31 main:581] : INFO : Epoch 1963 | loss: 0.0310394 | val_loss: 0.0312495 | Time: 2814.69 ms
[2020-12-17 22:10:34 main:581] : INFO : Epoch 1964 | loss: 0.031035 | val_loss: 0.0312587 | Time: 2816.08 ms
[2020-12-17 22:10:37 main:581] : INFO : Epoch 1965 | loss: 0.0310401 | val_loss: 0.0312426 | Time: 2814.07 ms
[2020-12-17 22:10:40 main:581] : INFO : Epoch 1966 | loss: 0.0310438 | val_loss: 0.0312462 | Time: 2819.15 ms
[2020-12-17 22:10:42 main:581] : INFO : Epoch 1967 | loss: 0.0310392 | val_loss: 0.0312436 | Time: 2812.84 ms
[2020-12-17 22:10:45 main:581] : INFO : Epoch 1968 | loss: 0.0310405 | val_loss: 0.031245 | Time: 2820.32 ms
[2020-12-17 22:10:48 main:581] : INFO : Epoch 1969 | loss: 0.0310441 | val_loss: 0.0312547 | Time: 2816.23 ms
[2020-12-17 22:10:51 main:581] : INFO : Epoch 1970 | loss: 0.0310422 | val_loss: 0.0312594 | Time: 2815.07 ms
[2020-12-17 22:10:54 main:581] : INFO : Epoch 1971 | loss: 0.0310365 | val_loss: 0.0312676 | Time: 2817.1 ms
[2020-12-17 22:10:56 main:581] : INFO : Epoch 1972 | loss: 0.0310381 | val_loss: 0.0312526 | Time: 2812.28 ms
[2020-12-17 22:10:59 main:581] : INFO : Epoch 1973 | loss: 0.0310371 | val_loss: 0.031259 | Time: 2836.78 ms
[2020-12-17 22:11:02 main:581] : INFO : Epoch 1974 | loss: 0.0310373 | val_loss: 0.0312966 | Time: 2839.41 ms
[2020-12-17 22:11:05 main:581] : INFO : Epoch 1975 | loss: 0.0310366 | val_loss: 0.0312537 | Time: 2809.78 ms
[2020-12-17 22:11:08 main:581] : INFO : Epoch 1976 | loss: 0.0310358 | val_loss: 0.0312576 | Time: 2817.35 ms
[2020-12-17 22:11:11 main:581] : INFO : Epoch 1977 | loss: 0.0310462 | val_loss: 0.0312395 | Time: 2817.27 ms
[2020-12-17 22:11:13 main:581] : INFO : Epoch 1978 | loss: 0.0310546 | val_loss: 0.031229 | Time: 2816.64 ms
[2020-12-17 22:11:16 main:581] : INFO : Epoch 1979 | loss: 0.0310541 | val_loss: 0.0312447 | Time: 2815.63 ms
[2020-12-17 22:11:19 main:581] : INFO : Epoch 1980 | loss: 0.03105 | val_loss: 0.0312299 | Time: 2813.28 ms
[2020-12-17 22:11:22 main:581] : INFO : Epoch 1981 | loss: 0.0310425 | val_loss: 0.0312544 | Time: 2812.79 ms
[2020-12-17 22:11:25 main:581] : INFO : Epoch 1982 | loss: 0.0310339 | val_loss: 0.0312427 | Time: 2819.48 ms
[2020-12-17 22:11:27 main:581] : INFO : Epoch 1983 | loss: 0.0310401 | val_loss: 0.0312591 | Time: 2815.29 ms
[2020-12-17 22:11:30 main:581] : INFO : Epoch 1984 | loss: 0.0310565 | val_loss: 0.0312331 | Time: 2807.86 ms
[2020-12-17 22:11:33 main:581] : INFO : Epoch 1985 | loss: 0.0310544 | val_loss: 0.0312486 | Time: 2815.17 ms
[2020-12-17 22:11:36 main:581] : INFO : Epoch 1986 | loss: 0.0310583 | val_loss: 0.0312442 | Time: 2812.4 ms
[2020-12-17 22:11:39 main:581] : INFO : Epoch 1987 | loss: 0.0310451 | val_loss: 0.0312541 | Time: 2807.62 ms
[2020-12-17 22:11:42 main:581] : INFO : Epoch 1988 | loss: 0.0310426 | val_loss: 0.0312435 | Time: 2813.72 ms
[2020-12-17 22:11:44 main:581] : INFO : Epoch 1989 | loss: 0.0310402 | val_loss: 0.0312509 | Time: 2807.12 ms
[2020-12-17 22:11:47 main:581] : INFO : Epoch 1990 | loss: 0.0310328 | val_loss: 0.0312525 | Time: 2805.25 ms
[2020-12-17 22:11:50 main:581] : INFO : Epoch 1991 | loss: 0.0310327 | val_loss: 0.0312456 | Time: 2812.87 ms
[2020-12-17 22:11:53 main:581] : INFO : Epoch 1992 | loss: 0.0310428 | val_loss: 0.0312426 | Time: 2804.46 ms
[2020-12-17 22:11:56 main:581] : INFO : Epoch 1993 | loss: 0.0310396 | val_loss: 0.0312637 | Time: 2808.99 ms
[2020-12-17 22:11:58 main:581] : INFO : Epoch 1994 | loss: 0.0310358 | val_loss: 0.0312609 | Time: 2838.2 ms
[2020-12-17 22:12:01 main:581] : INFO : Epoch 1995 | loss: 0.0310345 | val_loss: 0.0312489 | Time: 2838.94 ms
[2020-12-17 22:12:04 main:581] : INFO : Epoch 1996 | loss: 0.0310328 | val_loss: 0.0312653 | Time: 2819.07 ms
[2020-12-17 22:12:07 main:581] : INFO : Epoch 1997 | loss: 0.0310369 | val_loss: 0.0312569 | Time: 2800.54 ms
[2020-12-17 22:12:10 main:581] : INFO : Epoch 1998 | loss: 0.03105 | val_loss: 0.0312421 | Time: 2820.09 ms
[2020-12-17 22:12:13 main:581] : INFO : Epoch 1999 | loss: 0.0310465 | val_loss: 0.0312634 | Time: 2808.78 ms
[2020-12-17 22:12:15 main:581] : INFO : Epoch 2000 | loss: 0.031038 | val_loss: 0.031256 | Time: 2816.64 ms
[2020-12-17 22:12:18 main:581] : INFO : Epoch 2001 | loss: 0.0310373 | val_loss: 0.0312731 | Time: 2804.53 ms
[2020-12-17 22:12:21 main:581] : INFO : Epoch 2002 | loss: 0.0310343 | val_loss: 0.0312727 | Time: 2816.98 ms
[2020-12-17 22:12:24 main:581] : INFO : Epoch 2003 | loss: 0.0310336 | val_loss: 0.0312373 | Time: 2803.4 ms
[2020-12-17 22:12:27 main:581] : INFO : Epoch 2004 | loss: 0.0310357 | val_loss: 0.0312742 | Time: 2814.85 ms
[2020-12-17 22:12:29 main:581] : INFO : Epoch 2005 | loss: 0.0310386 | val_loss: 0.0312451 | Time: 2836.12 ms
[2020-12-17 22:12:32 main:581] : INFO : Epoch 2006 | loss: 0.0310551 | val_loss: 0.0312562 | Time: 2813.61 ms
[2020-12-17 22:12:35 main:581] : INFO : Epoch 2007 | loss: 0.0311028 | val_loss: 0.031364 | Time: 2807.66 ms
[2020-12-17 22:12:38 main:581] : INFO : Epoch 2008 | loss: 0.0311745 | val_loss: 0.0313427 | Time: 2811.93 ms
[2020-12-17 22:12:41 main:581] : INFO : Epoch 2009 | loss: 0.0316733 | val_loss: 0.0329473 | Time: 2810.71 ms
[2020-12-17 22:12:43 main:581] : INFO : Epoch 2010 | loss: 0.0321342 | val_loss: 0.031757 | Time: 2810.98 ms
[2020-12-17 22:12:46 main:581] : INFO : Epoch 2011 | loss: 0.0314082 | val_loss: 0.0312625 | Time: 2814.31 ms
[2020-12-17 22:12:49 main:581] : INFO : Epoch 2012 | loss: 0.031243 | val_loss: 0.0312281 | Time: 2814.08 ms
[2020-12-17 22:12:52 main:581] : INFO : Epoch 2013 | loss: 0.0311999 | val_loss: 0.0312015 | Time: 2808.74 ms
[2020-12-17 22:12:55 main:581] : INFO : Epoch 2014 | loss: 0.0311773 | val_loss: 0.0311867 | Time: 2818.15 ms
[2020-12-17 22:12:58 main:581] : INFO : Epoch 2015 | loss: 0.0311659 | val_loss: 0.031178 | Time: 2819.07 ms
[2020-12-17 22:13:00 main:581] : INFO : Epoch 2016 | loss: 0.0311578 | val_loss: 0.0311794 | Time: 2834.78 ms
[2020-12-17 22:13:03 main:581] : INFO : Epoch 2017 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 2817.75 ms
[2020-12-17 22:13:06 main:581] : INFO : Epoch 2018 | loss: 0.0311483 | val_loss: 0.0311757 | Time: 2806.42 ms
[2020-12-17 22:13:09 main:581] : INFO : Epoch 2019 | loss: 0.0311441 | val_loss: 0.0311774 | Time: 2816.09 ms
[2020-12-17 22:13:12 main:581] : INFO : Epoch 2020 | loss: 0.0311441 | val_loss: 0.031177 | Time: 2819.41 ms
[2020-12-17 22:13:14 main:581] : INFO : Epoch 2021 | loss: 0.0311405 | val_loss: 0.0311762 | Time: 2813.35 ms
[2020-12-17 22:13:17 main:581] : INFO : Epoch 2022 | loss: 0.0311387 | val_loss: 0.0311742 | Time: 2810.49 ms
[2020-12-17 22:13:20 main:581] : INFO : Epoch 2023 | loss: 0.0311352 | val_loss: 0.0311748 | Time: 2804.63 ms
[2020-12-17 22:13:23 main:581] : INFO : Epoch 2024 | loss: 0.0311341 | val_loss: 0.0311756 | Time: 2814.07 ms
[2020-12-17 22:13:26 main:581] : INFO : Epoch 2025 | loss: 0.031133 | val_loss: 0.0311768 | Time: 2816.65 ms
[2020-12-17 22:13:29 main:581] : INFO : Epoch 2026 | loss: 0.0311326 | val_loss: 0.0311745 | Time: 2840.79 ms
[2020-12-17 22:13:31 main:581] : INFO : Epoch 2027 | loss: 0.0311311 | val_loss: 0.0311778 | Time: 2817.03 ms
[2020-12-17 22:13:34 main:581] : INFO : Epoch 2028 | loss: 0.0311314 | val_loss: 0.031175 | Time: 2816.95 ms
[2020-12-17 22:13:37 main:581] : INFO : Epoch 2029 | loss: 0.0311304 | val_loss: 0.0311779 | Time: 2812.69 ms
[2020-12-17 22:13:40 main:581] : INFO : Epoch 2030 | loss: 0.0311301 | val_loss: 0.0311759 | Time: 2810.65 ms
[2020-12-17 22:13:43 main:581] : INFO : Epoch 2031 | loss: 0.0311265 | val_loss: 0.0311769 | Time: 2817.08 ms
[2020-12-17 22:13:45 main:581] : INFO : Epoch 2032 | loss: 0.0311251 | val_loss: 0.0311789 | Time: 2815.3 ms
[2020-12-17 22:13:48 main:581] : INFO : Epoch 2033 | loss: 0.031125 | val_loss: 0.0311776 | Time: 2812.14 ms
[2020-12-17 22:13:51 main:581] : INFO : Epoch 2034 | loss: 0.0311237 | val_loss: 0.0311785 | Time: 2820.91 ms
[2020-12-17 22:13:54 main:581] : INFO : Epoch 2035 | loss: 0.0311241 | val_loss: 0.0311805 | Time: 2807.95 ms
[2020-12-17 22:13:57 main:581] : INFO : Epoch 2036 | loss: 0.0311218 | val_loss: 0.0311846 | Time: 2812.26 ms
[2020-12-17 22:14:00 main:581] : INFO : Epoch 2037 | loss: 0.0311221 | val_loss: 0.0311837 | Time: 2838.73 ms
[2020-12-17 22:14:02 main:581] : INFO : Epoch 2038 | loss: 0.0311246 | val_loss: 0.0311861 | Time: 2833.82 ms
[2020-12-17 22:14:05 main:581] : INFO : Epoch 2039 | loss: 0.0311229 | val_loss: 0.0311878 | Time: 2811.91 ms
[2020-12-17 22:14:08 main:581] : INFO : Epoch 2040 | loss: 0.0311187 | val_loss: 0.0311847 | Time: 2812.11 ms
[2020-12-17 22:14:11 main:581] : INFO : Epoch 2041 | loss: 0.0311206 | val_loss: 0.0311893 | Time: 2809.9 ms
[2020-12-17 22:14:14 main:581] : INFO : Epoch 2042 | loss: 0.0311203 | val_loss: 0.0311859 | Time: 2811.7 ms
[2020-12-17 22:14:16 main:581] : INFO : Epoch 2043 | loss: 0.0311188 | val_loss: 0.031188 | Time: 2806.78 ms
[2020-12-17 22:14:19 main:581] : INFO : Epoch 2044 | loss: 0.0311189 | val_loss: 0.0311865 | Time: 2810.19 ms
[2020-12-17 22:14:22 main:581] : INFO : Epoch 2045 | loss: 0.0311189 | val_loss: 0.0311892 | Time: 2817.78 ms
[2020-12-17 22:14:25 main:581] : INFO : Epoch 2046 | loss: 0.0311158 | val_loss: 0.0311909 | Time: 2810.84 ms
[2020-12-17 22:14:28 main:581] : INFO : Epoch 2047 | loss: 0.0311159 | val_loss: 0.0311834 | Time: 2819.84 ms
[2020-12-17 22:14:30 main:581] : INFO : Epoch 2048 | loss: 0.0311172 | val_loss: 0.0311844 | Time: 2812.39 ms
[2020-12-17 22:14:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844
[2020-12-17 22:14:30 main:610] : INFO : Saving end state to config to file
[2020-12-17 22:14:30 main:615] : INFO : Success, exiting..
22:14:30 (1837724): 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)