Task 3400872
| Name | ParityModified-1608763647-15815-0_0 |
| Workunit | 1654328 |
| Created | 23 Dec 2020, 22:47:30 UTC |
| Sent | 24 Dec 2020, 1:22:44 UTC |
| Report deadline | 1 Jan 2021, 1:22:44 UTC |
| Received | 24 Dec 2020, 5:25:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 8 sec |
| CPU time | 1 hours 36 min 2 sec |
| 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 | 48.65 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: 0.0310394 | val_loss: 0.0312644 | Time: 2804.65 ms
[2020-12-23 21:01:35 main:581] : INFO : Epoch 1539 | loss: 0.0310405 | val_loss: 0.0312509 | Time: 2798.09 ms
[2020-12-23 21:01:38 main:581] : INFO : Epoch 1540 | loss: 0.0310405 | val_loss: 0.0312543 | Time: 2817.55 ms
[2020-12-23 21:01:41 main:581] : INFO : Epoch 1541 | loss: 0.0310424 | val_loss: 0.0312502 | Time: 2813.02 ms
[2020-12-23 21:01:44 main:581] : INFO : Epoch 1542 | loss: 0.0310347 | val_loss: 0.0312588 | Time: 2805.22 ms
[2020-12-23 21:01:47 main:581] : INFO : Epoch 1543 | loss: 0.0310341 | val_loss: 0.0312677 | Time: 2811.88 ms
[2020-12-23 21:01:49 main:581] : INFO : Epoch 1544 | loss: 0.0310357 | val_loss: 0.0312525 | Time: 2811.12 ms
[2020-12-23 21:01:52 main:581] : INFO : Epoch 1545 | loss: 0.0310724 | val_loss: 0.0312486 | Time: 2811.6 ms
[2020-12-23 21:01:55 main:581] : INFO : Epoch 1546 | loss: 0.0310754 | val_loss: 0.0312276 | Time: 2810.57 ms
[2020-12-23 21:01:58 main:581] : INFO : Epoch 1547 | loss: 0.0310516 | val_loss: 0.0312488 | Time: 2813.93 ms
[2020-12-23 21:02:01 main:581] : INFO : Epoch 1548 | loss: 0.0310374 | val_loss: 0.031246 | Time: 2809.19 ms
[2020-12-23 21:02:03 main:581] : INFO : Epoch 1549 | loss: 0.0310345 | val_loss: 0.0312695 | Time: 2807.24 ms
[2020-12-23 21:02:06 main:581] : INFO : Epoch 1550 | loss: 0.0310361 | val_loss: 0.031264 | Time: 2810.46 ms
[2020-12-23 21:02:09 main:581] : INFO : Epoch 1551 | loss: 0.0310372 | val_loss: 0.0312761 | Time: 2811.97 ms
[2020-12-23 21:02:12 main:581] : INFO : Epoch 1552 | loss: 0.0310382 | val_loss: 0.031247 | Time: 2814.1 ms
[2020-12-23 21:02:15 main:581] : INFO : Epoch 1553 | loss: 0.0310552 | val_loss: 0.0312387 | Time: 2807.28 ms
[2020-12-23 21:02:18 main:581] : INFO : Epoch 1554 | loss: 0.0310453 | val_loss: 0.0312482 | Time: 2808.23 ms
[2020-12-23 21:02:20 main:581] : INFO : Epoch 1555 | loss: 0.0310369 | val_loss: 0.0312558 | Time: 2809.52 ms
[2020-12-23 21:02:23 main:581] : INFO : Epoch 1556 | loss: 0.0310327 | val_loss: 0.031269 | Time: 2810.34 ms
[2020-12-23 21:02:26 main:581] : INFO : Epoch 1557 | loss: 0.0310333 | val_loss: 0.0312579 | Time: 2802.32 ms
[2020-12-23 21:02:29 main:581] : INFO : Epoch 1558 | loss: 0.0310345 | val_loss: 0.0312437 | Time: 2813.77 ms
[2020-12-23 21:02:32 main:581] : INFO : Epoch 1559 | loss: 0.0310314 | val_loss: 0.0312572 | Time: 2805.97 ms
[2020-12-23 21:02:34 main:581] : INFO : Epoch 1560 | loss: 0.0310293 | val_loss: 0.0312718 | Time: 2813.41 ms
[2020-12-23 21:02:37 main:581] : INFO : Epoch 1561 | loss: 0.0310354 | val_loss: 0.031257 | Time: 2814.82 ms
[2020-12-23 21:02:40 main:581] : INFO : Epoch 1562 | loss: 0.0310324 | val_loss: 0.0312624 | Time: 2815.57 ms
[2020-12-23 21:02:43 main:581] : INFO : Epoch 1563 | loss: 0.0310379 | val_loss: 0.031252 | Time: 2815.57 ms
[2020-12-23 21:02:46 main:581] : INFO : Epoch 1564 | loss: 0.031038 | val_loss: 0.0312414 | Time: 2812.04 ms
[2020-12-23 21:02:48 main:581] : INFO : Epoch 1565 | loss: 0.0310388 | val_loss: 0.0312599 | Time: 2815.66 ms
[2020-12-23 21:02:51 main:581] : INFO : Epoch 1566 | loss: 0.0310397 | val_loss: 0.0312605 | Time: 2813.75 ms
[2020-12-23 21:02:54 main:581] : INFO : Epoch 1567 | loss: 0.0310449 | val_loss: 0.0312281 | Time: 2835.24 ms
[2020-12-23 21:02:57 main:581] : INFO : Epoch 1568 | loss: 0.0310417 | val_loss: 0.0312732 | Time: 2811.76 ms
[2020-12-23 21:03:00 main:581] : INFO : Epoch 1569 | loss: 0.0310328 | val_loss: 0.0312539 | Time: 2817.42 ms
[2020-12-23 21:03:03 main:581] : INFO : Epoch 1570 | loss: 0.0310425 | val_loss: 0.0312351 | Time: 2810.03 ms
[2020-12-23 21:03:05 main:581] : INFO : Epoch 1571 | loss: 0.03104 | val_loss: 0.0312533 | Time: 2811.42 ms
[2020-12-23 21:03:08 main:581] : INFO : Epoch 1572 | loss: 0.0310318 | val_loss: 0.0312424 | Time: 2812.1 ms
[2020-12-23 21:03:11 main:581] : INFO : Epoch 1573 | loss: 0.0310329 | val_loss: 0.0312598 | Time: 2810.42 ms
[2020-12-23 21:03:14 main:581] : INFO : Epoch 1574 | loss: 0.0310405 | val_loss: 0.0312501 | Time: 2813.12 ms
[2020-12-23 21:03:17 main:581] : INFO : Epoch 1575 | loss: 0.0310373 | val_loss: 0.0312457 | Time: 2810.33 ms
[2020-12-23 21:03:19 main:581] : INFO : Epoch 1576 | loss: 0.0310343 | val_loss: 0.0312705 | Time: 2812.55 ms
[2020-12-23 21:03:22 main:581] : INFO : Epoch 1577 | loss: 0.0310292 | val_loss: 0.0312644 | Time: 2813.75 ms
[2020-12-23 21:03:25 main:581] : INFO : Epoch 1578 | loss: 0.0310469 | val_loss: 0.0312452 | Time: 2834.41 ms
[2020-12-23 21:03:28 main:581] : INFO : Epoch 1579 | loss: 0.0310449 | val_loss: 0.0312538 | Time: 2811.91 ms
[2020-12-23 21:03:31 main:581] : INFO : Epoch 1580 | loss: 0.0310539 | val_loss: 0.0312379 | Time: 2802.42 ms
[2020-12-23 21:03:34 main:581] : INFO : Epoch 1581 | loss: 0.0310377 | val_loss: 0.0312627 | Time: 2806.62 ms
[2020-12-23 21:03:36 main:581] : INFO : Epoch 1582 | loss: 0.0310336 | val_loss: 0.0312381 | Time: 2811.11 ms
[2020-12-23 21:03:39 main:581] : INFO : Epoch 1583 | loss: 0.0310358 | val_loss: 0.0312524 | Time: 2814.37 ms
[2020-12-23 21:03:42 main:581] : INFO : Epoch 1584 | loss: 0.0310392 | val_loss: 0.0312461 | Time: 2809.86 ms
[2020-12-23 21:03:45 main:581] : INFO : Epoch 1585 | loss: 0.0310407 | val_loss: 0.0312456 | Time: 2813.07 ms
[2020-12-23 21:03:48 main:581] : INFO : Epoch 1586 | loss: 0.0310389 | val_loss: 0.0312547 | Time: 2813.11 ms
[2020-12-23 21:03:50 main:581] : INFO : Epoch 1587 | loss: 0.0310378 | val_loss: 0.031273 | Time: 2811.57 ms
[2020-12-23 21:03:53 main:581] : INFO : Epoch 1588 | loss: 0.0310328 | val_loss: 0.031247 | Time: 2833.54 ms
[2020-12-23 21:03:56 main:581] : INFO : Epoch 1589 | loss: 0.03103 | val_loss: 0.0312674 | Time: 2803.54 ms
[2020-12-23 21:03:59 main:581] : INFO : Epoch 1590 | loss: 0.0310376 | val_loss: 0.0312472 | Time: 2805.08 ms
[2020-12-23 21:04:02 main:581] : INFO : Epoch 1591 | loss: 0.0310385 | val_loss: 0.0312594 | Time: 2827.69 ms
[2020-12-23 21:04:04 main:581] : INFO : Epoch 1592 | loss: 0.0310313 | val_loss: 0.0312571 | Time: 2802.81 ms
[2020-12-23 21:04:07 main:581] : INFO : Epoch 1593 | loss: 0.031031 | val_loss: 0.0312675 | Time: 2805.77 ms
[2020-12-23 21:04:10 main:581] : INFO : Epoch 1594 | loss: 0.0310325 | val_loss: 0.0312647 | Time: 2808.2 ms
[2020-12-23 21:04:13 main:581] : INFO : Epoch 1595 | loss: 0.031034 | val_loss: 0.0312617 | Time: 2807.74 ms
[2020-12-23 21:04:16 main:581] : INFO : Epoch 1596 | loss: 0.0310432 | val_loss: 0.0312263 | Time: 2803.53 ms
[2020-12-23 21:04:19 main:581] : INFO : Epoch 1597 | loss: 0.0310389 | val_loss: 0.0312602 | Time: 2808.03 ms
[2020-12-23 21:04:21 main:581] : INFO : Epoch 1598 | loss: 0.0310374 | val_loss: 0.0312548 | Time: 2809.84 ms
[2020-12-23 21:04:24 main:581] : INFO : Epoch 1599 | loss: 0.0310363 | val_loss: 0.031253 | Time: 2830.35 ms
[2020-12-23 21:04:27 main:581] : INFO : Epoch 1600 | loss: 0.0310338 | val_loss: 0.0312595 | Time: 2801.58 ms
[2020-12-23 21:04:30 main:581] : INFO : Epoch 1601 | loss: 0.0310313 | val_loss: 0.031263 | Time: 2803.29 ms
[2020-12-23 21:04:33 main:581] : INFO : Epoch 1602 | loss: 0.0310343 | val_loss: 0.0312482 | Time: 2803.95 ms
[2020-12-23 21:04:35 main:581] : INFO : Epoch 1603 | loss: 0.0310404 | val_loss: 0.0312453 | Time: 2800.26 ms
[2020-12-23 21:04:38 main:581] : INFO : Epoch 1604 | loss: 0.0310478 | val_loss: 0.0312504 | Time: 2808.49 ms
[2020-12-23 21:04:41 main:581] : INFO : Epoch 1605 | loss: 0.0310413 | val_loss: 0.0312498 | Time: 2808.35 ms
[2020-12-23 21:04:44 main:581] : INFO : Epoch 1606 | loss: 0.0310403 | val_loss: 0.0312565 | Time: 2803.28 ms
[2020-12-23 21:04:47 main:581] : INFO : Epoch 1607 | loss: 0.0310353 | val_loss: 0.0312566 | Time: 2802.24 ms
[2020-12-23 21:04:49 main:581] : INFO : Epoch 1608 | loss: 0.0310321 | val_loss: 0.0312686 | Time: 2802.87 ms
[2020-12-23 21:04:52 main:581] : INFO : Epoch 1609 | loss: 0.0310269 | val_loss: 0.031255 | Time: 2811.57 ms
[2020-12-23 21:04:55 main:581] : INFO : Epoch 1610 | loss: 0.0310304 | val_loss: 0.0312565 | Time: 2828.38 ms
[2020-12-23 21:04:58 main:581] : INFO : Epoch 1611 | loss: 0.0310324 | val_loss: 0.0312588 | Time: 2799.35 ms
[2020-12-23 21:05:01 main:581] : INFO : Epoch 1612 | loss: 0.0310361 | val_loss: 0.0312679 | Time: 2830.14 ms
[2020-12-23 21:05:03 main:581] : INFO : Epoch 1613 | loss: 0.0310354 | val_loss: 0.0312506 | Time: 2801.49 ms
[2020-12-23 21:05:06 main:581] : INFO : Epoch 1614 | loss: 0.0310448 | val_loss: 0.0312526 | Time: 2798.16 ms
[2020-12-23 21:05:09 main:581] : INFO : Epoch 1615 | loss: 0.0310467 | val_loss: 0.0312682 | Time: 2803.21 ms
[2020-12-23 21:05:12 main:581] : INFO : Epoch 1616 | loss: 0.0310354 | val_loss: 0.0312644 | Time: 2805.46 ms
[2020-12-23 21:05:15 main:581] : INFO : Epoch 1617 | loss: 0.0310436 | val_loss: 0.0312393 | Time: 2802.73 ms
[2020-12-23 21:05:17 main:581] : INFO : Epoch 1618 | loss: 0.031057 | val_loss: 0.0312504 | Time: 2808.4 ms
[2020-12-23 21:05:20 main:581] : INFO : Epoch 1619 | loss: 0.0310435 | val_loss: 0.0312798 | Time: 2809.35 ms
[2020-12-23 21:05:23 main:581] : INFO : Epoch 1620 | loss: 0.0310415 | val_loss: 0.0312596 | Time: 2831.9 ms
[2020-12-23 21:05:26 main:581] : INFO : Epoch 1621 | loss: 0.0310559 | val_loss: 0.0312353 | Time: 2805.46 ms
[2020-12-23 21:05:29 main:581] : INFO : Epoch 1622 | loss: 0.0310406 | val_loss: 0.0312586 | Time: 2805.78 ms
[2020-12-23 21:05:32 main:581] : INFO : Epoch 1623 | loss: 0.0310319 | val_loss: 0.0312609 | Time: 2808.4 ms
[2020-12-23 21:05:34 main:581] : INFO : Epoch 1624 | loss: 0.0310316 | val_loss: 0.0312435 | Time: 2808.25 ms
[2020-12-23 21:05:37 main:581] : INFO : Epoch 1625 | loss: 0.0310324 | val_loss: 0.0312497 | Time: 2808.94 ms
[2020-12-23 21:05:40 main:581] : INFO : Epoch 1626 | loss: 0.0310305 | val_loss: 0.0312734 | Time: 2805.5 ms
[2020-12-23 21:05:43 main:581] : INFO : Epoch 1627 | loss: 0.0310278 | val_loss: 0.0312706 | Time: 2808.72 ms
[2020-12-23 21:05:46 main:581] : INFO : Epoch 1628 | loss: 0.0310312 | val_loss: 0.0312473 | Time: 2809.43 ms
[2020-12-23 21:05:48 main:581] : INFO : Epoch 1629 | loss: 0.0310394 | val_loss: 0.0312491 | Time: 2806.59 ms
[2020-12-23 21:05:51 main:581] : INFO : Epoch 1630 | loss: 0.0310408 | val_loss: 0.0312479 | Time: 2804.8 ms
[2020-12-23 21:05:54 main:581] : INFO : Epoch 1631 | loss: 0.031038 | val_loss: 0.0312549 | Time: 2827.24 ms
[2020-12-23 21:05:57 main:581] : INFO : Epoch 1632 | loss: 0.0310438 | val_loss: 0.0312391 | Time: 2810.9 ms
[2020-12-23 21:06:00 main:581] : INFO : Epoch 1633 | loss: 0.0310408 | val_loss: 0.0312559 | Time: 2812.4 ms
[2020-12-23 21:06:02 main:581] : INFO : Epoch 1634 | loss: 0.031038 | val_loss: 0.0312782 | Time: 2804.7 ms
[2020-12-23 21:06:05 main:581] : INFO : Epoch 1635 | loss: 0.0310393 | val_loss: 0.0312538 | Time: 2808.12 ms
[2020-12-23 21:06:08 main:581] : INFO : Epoch 1636 | loss: 0.0310361 | val_loss: 0.0312487 | Time: 2803.42 ms
[2020-12-23 21:06:11 main:581] : INFO : Epoch 1637 | loss: 0.0310405 | val_loss: 0.0312478 | Time: 2805.54 ms
[2020-12-23 21:06:14 main:581] : INFO : Epoch 1638 | loss: 0.0310406 | val_loss: 0.0312566 | Time: 2811.3 ms
[2020-12-23 21:06:17 main:581] : INFO : Epoch 1639 | loss: 0.0310362 | val_loss: 0.0312573 | Time: 2803.08 ms
[2020-12-23 21:06:19 main:581] : INFO : Epoch 1640 | loss: 0.0310288 | val_loss: 0.0312487 | Time: 2817.89 ms
[2020-12-23 21:06:22 main:581] : INFO : Epoch 1641 | loss: 0.0310364 | val_loss: 0.0312545 | Time: 2815.3 ms
[2020-12-23 21:06:25 main:581] : INFO : Epoch 1642 | loss: 0.0310386 | val_loss: 0.0312385 | Time: 2832.03 ms
[2020-12-23 21:06:28 main:581] : INFO : Epoch 1643 | loss: 0.0310362 | val_loss: 0.0312693 | Time: 2809.23 ms
[2020-12-23 21:06:31 main:581] : INFO : Epoch 1644 | loss: 0.0310389 | val_loss: 0.0312556 | Time: 2801.1 ms
[2020-12-23 21:06:33 main:581] : INFO : Epoch 1645 | loss: 0.031037 | val_loss: 0.0312506 | Time: 2808.22 ms
[2020-12-23 21:06:36 main:581] : INFO : Epoch 1646 | loss: 0.031036 | val_loss: 0.0312661 | Time: 2811.31 ms
[2020-12-23 21:06:39 main:581] : INFO : Epoch 1647 | loss: 0.031068 | val_loss: 0.0312197 | Time: 2798.42 ms
[2020-12-23 21:06:42 main:581] : INFO : Epoch 1648 | loss: 0.0310968 | val_loss: 0.0312165 | Time: 2804.65 ms
[2020-12-23 21:06:45 main:581] : INFO : Epoch 1649 | loss: 0.0310703 | val_loss: 0.0312325 | Time: 2807.69 ms
[2020-12-23 21:06:47 main:581] : INFO : Epoch 1650 | loss: 0.0310459 | val_loss: 0.031245 | Time: 2809.11 ms
[2020-12-23 21:06:50 main:581] : INFO : Epoch 1651 | loss: 0.0310429 | val_loss: 0.0312568 | Time: 2809.9 ms
[2020-12-23 21:06:53 main:581] : INFO : Epoch 1652 | loss: 0.0310363 | val_loss: 0.0312608 | Time: 2833.39 ms
[2020-12-23 21:06:56 main:581] : INFO : Epoch 1653 | loss: 0.0310362 | val_loss: 0.0312522 | Time: 2806.5 ms
[2020-12-23 21:06:59 main:581] : INFO : Epoch 1654 | loss: 0.0310442 | val_loss: 0.0312543 | Time: 2805.83 ms
[2020-12-23 21:07:02 main:581] : INFO : Epoch 1655 | loss: 0.0310416 | val_loss: 0.0312541 | Time: 2824.05 ms
[2020-12-23 21:07:04 main:581] : INFO : Epoch 1656 | loss: 0.0310388 | val_loss: 0.0312555 | Time: 2803.25 ms
[2020-12-23 21:07:07 main:581] : INFO : Epoch 1657 | loss: 0.0310376 | val_loss: 0.0312386 | Time: 2800.83 ms
[2020-12-23 21:07:10 main:581] : INFO : Epoch 1658 | loss: 0.0310399 | val_loss: 0.0312455 | Time: 2796.76 ms
[2020-12-23 21:07:13 main:581] : INFO : Epoch 1659 | loss: 0.0310379 | val_loss: 0.0312569 | Time: 2796.92 ms
[2020-12-23 21:07:16 main:581] : INFO : Epoch 1660 | loss: 0.0310305 | val_loss: 0.031256 | Time: 2804.97 ms
[2020-12-23 21:07:18 main:581] : INFO : Epoch 1661 | loss: 0.0310272 | val_loss: 0.0312443 | Time: 2799.15 ms
[2020-12-23 21:07:21 main:581] : INFO : Epoch 1662 | loss: 0.0310405 | val_loss: 0.0312631 | Time: 2812.31 ms
[2020-12-23 21:07:24 main:581] : INFO : Epoch 1663 | loss: 0.0310444 | val_loss: 0.0312434 | Time: 2829.37 ms
[2020-12-23 21:07:27 main:581] : INFO : Epoch 1664 | loss: 0.0310427 | val_loss: 0.0312583 | Time: 2806.11 ms
[2020-12-23 21:07:30 main:581] : INFO : Epoch 1665 | loss: 0.0310399 | val_loss: 0.0312698 | Time: 2806.39 ms
[2020-12-23 21:07:32 main:581] : INFO : Epoch 1666 | loss: 0.0310329 | val_loss: 0.0312586 | Time: 2807.8 ms
[2020-12-23 21:07:35 main:581] : INFO : Epoch 1667 | loss: 0.031031 | val_loss: 0.0312581 | Time: 2806.66 ms
[2020-12-23 21:07:38 main:581] : INFO : Epoch 1668 | loss: 0.0310345 | val_loss: 0.0312664 | Time: 2808.31 ms
[2020-12-23 21:07:41 main:581] : INFO : Epoch 1669 | loss: 0.0310306 | val_loss: 0.0312517 | Time: 2808.58 ms
[2020-12-23 21:07:44 main:581] : INFO : Epoch 1670 | loss: 0.0310366 | val_loss: 0.0312593 | Time: 2812.52 ms
[2020-12-23 21:07:46 main:581] : INFO : Epoch 1671 | loss: 0.0310383 | val_loss: 0.0312389 | Time: 2811.23 ms
[2020-12-23 21:07:49 main:581] : INFO : Epoch 1672 | loss: 0.031041 | val_loss: 0.0312634 | Time: 2810.06 ms
[2020-12-23 21:07:52 main:581] : INFO : Epoch 1673 | loss: 0.0310416 | val_loss: 0.0312303 | Time: 2811.96 ms
[2020-12-23 21:07:55 main:581] : INFO : Epoch 1674 | loss: 0.031042 | val_loss: 0.0312488 | Time: 2834.63 ms
[2020-12-23 21:07:58 main:581] : INFO : Epoch 1675 | loss: 0.0310419 | val_loss: 0.0312566 | Time: 2804.16 ms
[2020-12-23 21:08:01 main:581] : INFO : Epoch 1676 | loss: 0.0310357 | val_loss: 0.0312704 | Time: 2839.84 ms
[2020-12-23 21:08:03 main:581] : INFO : Epoch 1677 | loss: 0.0310463 | val_loss: 0.031251 | Time: 2806.43 ms
[2020-12-23 21:08:06 main:581] : INFO : Epoch 1678 | loss: 0.0310408 | val_loss: 0.0312601 | Time: 2809.24 ms
[2020-12-23 21:08:09 main:581] : INFO : Epoch 1679 | loss: 0.0310356 | val_loss: 0.0312629 | Time: 2805.5 ms
[2020-12-23 21:08:12 main:581] : INFO : Epoch 1680 | loss: 0.0310369 | val_loss: 0.031261 | Time: 2809.35 ms
[2020-12-23 21:08:15 main:581] : INFO : Epoch 1681 | loss: 0.031045 | val_loss: 0.0312555 | Time: 2800.02 ms
[2020-12-23 21:08:17 main:581] : INFO : Epoch 1682 | loss: 0.0310372 | val_loss: 0.0312481 | Time: 2810.55 ms
[2020-12-23 21:08:20 main:581] : INFO : Epoch 1683 | loss: 0.0310368 | val_loss: 0.0312549 | Time: 2810.63 ms
[2020-12-23 21:08:23 main:581] : INFO : Epoch 1684 | loss: 0.0310344 | val_loss: 0.0312556 | Time: 2833.33 ms
[2020-12-23 21:08:26 main:581] : INFO : Epoch 1685 | loss: 0.0310366 | val_loss: 0.0312471 | Time: 2808.84 ms
[2020-12-23 21:08:29 main:581] : INFO : Epoch 1686 | loss: 0.0310424 | val_loss: 0.0312575 | Time: 2809.21 ms
[2020-12-23 21:08:31 main:581] : INFO : Epoch 1687 | loss: 0.0310334 | val_loss: 0.0312554 | Time: 2809.96 ms
[2020-12-23 21:08:34 main:581] : INFO : Epoch 1688 | loss: 0.031034 | val_loss: 0.0312458 | Time: 2809.44 ms
[2020-12-23 21:08:37 main:581] : INFO : Epoch 1689 | loss: 0.0310328 | val_loss: 0.0312558 | Time: 2803.72 ms
[2020-12-23 21:08:40 main:581] : INFO : Epoch 1690 | loss: 0.0310372 | val_loss: 0.0312455 | Time: 2804.62 ms
[2020-12-23 21:08:43 main:581] : INFO : Epoch 1691 | loss: 0.0310408 | val_loss: 0.0312593 | Time: 2795.81 ms
[2020-12-23 21:08:45 main:581] : INFO : Epoch 1692 | loss: 0.0310359 | val_loss: 0.0312566 | Time: 2808.87 ms
[2020-12-23 21:08:48 main:581] : INFO : Epoch 1693 | loss: 0.0310437 | val_loss: 0.0312352 | Time: 2803.46 ms
[2020-12-23 21:08:51 main:581] : INFO : Epoch 1694 | loss: 0.0310408 | val_loss: 0.0312421 | Time: 2802.96 ms
[2020-12-23 21:08:54 main:581] : INFO : Epoch 1695 | loss: 0.0310341 | val_loss: 0.0312662 | Time: 2833.27 ms
[2020-12-23 21:08:57 main:581] : INFO : Epoch 1696 | loss: 0.0310377 | val_loss: 0.0312482 | Time: 2813.21 ms
[2020-12-23 21:09:00 main:581] : INFO : Epoch 1697 | loss: 0.0310362 | val_loss: 0.0312556 | Time: 2808.54 ms
[2020-12-23 21:09:02 main:581] : INFO : Epoch 1698 | loss: 0.0310388 | val_loss: 0.0312481 | Time: 2809.8 ms
[2020-12-23 21:09:05 main:581] : INFO : Epoch 1699 | loss: 0.0310378 | val_loss: 0.0312767 | Time: 2805.15 ms
[2020-12-23 21:09:08 main:581] : INFO : Epoch 1700 | loss: 0.0310463 | val_loss: 0.0312351 | Time: 2804.87 ms
[2020-12-23 21:09:11 main:581] : INFO : Epoch 1701 | loss: 0.03105 | val_loss: 0.0312354 | Time: 2810.13 ms
[2020-12-23 21:09:14 main:581] : INFO : Epoch 1702 | loss: 0.0310421 | val_loss: 0.0312517 | Time: 2808.12 ms
[2020-12-23 21:09:16 main:581] : INFO : Epoch 1703 | loss: 0.0310318 | val_loss: 0.0312478 | Time: 2806.79 ms
[2020-12-23 21:09:19 main:581] : INFO : Epoch 1704 | loss: 0.0310351 | val_loss: 0.0312617 | Time: 2805.65 ms
[2020-12-23 21:09:22 main:581] : INFO : Epoch 1705 | loss: 0.0310336 | val_loss: 0.0312741 | Time: 2806.42 ms
[2020-12-23 21:09:25 main:581] : INFO : Epoch 1706 | loss: 0.0310335 | val_loss: 0.0312589 | Time: 2833.41 ms
[2020-12-23 21:09:28 main:581] : INFO : Epoch 1707 | loss: 0.0310336 | val_loss: 0.0312445 | Time: 2806.62 ms
[2020-12-23 21:09:30 main:581] : INFO : Epoch 1708 | loss: 0.0310375 | val_loss: 0.0312541 | Time: 2808.67 ms
[2020-12-23 21:09:33 main:581] : INFO : Epoch 1709 | loss: 0.0310278 | val_loss: 0.0312555 | Time: 2816.09 ms
[2020-12-23 21:09:36 main:581] : INFO : Epoch 1710 | loss: 0.031038 | val_loss: 0.0312489 | Time: 2807.89 ms
[2020-12-23 21:09:39 main:581] : INFO : Epoch 1711 | loss: 0.0310347 | val_loss: 0.0312621 | Time: 2807.53 ms
[2020-12-23 21:09:42 main:581] : INFO : Epoch 1712 | loss: 0.0310285 | val_loss: 0.0312693 | Time: 2811.17 ms
[2020-12-23 21:09:44 main:581] : INFO : Epoch 1713 | loss: 0.0310308 | val_loss: 0.0312656 | Time: 2805.03 ms
[2020-12-23 21:09:47 main:581] : INFO : Epoch 1714 | loss: 0.0310345 | val_loss: 0.0312387 | Time: 2796.53 ms
[2020-12-23 21:09:50 main:581] : INFO : Epoch 1715 | loss: 0.0310384 | val_loss: 0.0312585 | Time: 2808.35 ms
[2020-12-23 21:09:53 main:581] : INFO : Epoch 1716 | loss: 0.0310458 | val_loss: 0.0312552 | Time: 2828.31 ms
[2020-12-23 21:09:56 main:581] : INFO : Epoch 1717 | loss: 0.0310454 | val_loss: 0.0312593 | Time: 2810.98 ms
[2020-12-23 21:09:59 main:581] : INFO : Epoch 1718 | loss: 0.0310332 | val_loss: 0.0312552 | Time: 2810.33 ms
[2020-12-23 21:10:01 main:581] : INFO : Epoch 1719 | loss: 0.0310368 | val_loss: 0.0312554 | Time: 2833.23 ms
[2020-12-23 21:10:04 main:581] : INFO : Epoch 1720 | loss: 0.0310368 | val_loss: 0.031249 | Time: 2807.22 ms
[2020-12-23 21:10:07 main:581] : INFO : Epoch 1721 | loss: 0.0310365 | val_loss: 0.0312543 | Time: 2808.71 ms
[2020-12-23 21:10:10 main:581] : INFO : Epoch 1722 | loss: 0.0310355 | val_loss: 0.0312539 | Time: 2816.45 ms
[2020-12-23 21:10:13 main:581] : INFO : Epoch 1723 | loss: 0.0310361 | val_loss: 0.0312574 | Time: 2808.65 ms
[2020-12-23 21:10:15 main:581] : INFO : Epoch 1724 | loss: 0.031037 | val_loss: 0.0312529 | Time: 2806.56 ms
[2020-12-23 21:10:18 main:581] : INFO : Epoch 1725 | loss: 0.0310419 | val_loss: 0.0312563 | Time: 2815.8 ms
[2020-12-23 21:10:21 main:581] : INFO : Epoch 1726 | loss: 0.0310342 | val_loss: 0.0312625 | Time: 2812.49 ms
[2020-12-23 21:10:24 main:581] : INFO : Epoch 1727 | loss: 0.0310377 | val_loss: 0.0312561 | Time: 2832.37 ms
[2020-12-23 21:10:27 main:581] : INFO : Epoch 1728 | loss: 0.0310367 | val_loss: 0.0312517 | Time: 2810.78 ms
[2020-12-23 21:10:30 main:581] : INFO : Epoch 1729 | loss: 0.0310438 | val_loss: 0.0312401 | Time: 2810.61 ms
[2020-12-23 21:10:32 main:581] : INFO : Epoch 1730 | loss: 0.0310389 | val_loss: 0.0312545 | Time: 2813.68 ms
[2020-12-23 21:10:35 main:581] : INFO : Epoch 1731 | loss: 0.0310392 | val_loss: 0.031264 | Time: 2809.38 ms
[2020-12-23 21:10:38 main:581] : INFO : Epoch 1732 | loss: 0.0310328 | val_loss: 0.0312641 | Time: 2806.71 ms
[2020-12-23 21:10:41 main:581] : INFO : Epoch 1733 | loss: 0.0310394 | val_loss: 0.0312502 | Time: 2812.73 ms
[2020-12-23 21:10:44 main:581] : INFO : Epoch 1734 | loss: 0.0310397 | val_loss: 0.0312655 | Time: 2811.81 ms
[2020-12-23 21:10:46 main:581] : INFO : Epoch 1735 | loss: 0.0310396 | val_loss: 0.0312578 | Time: 2810.94 ms
[2020-12-23 21:10:49 main:581] : INFO : Epoch 1736 | loss: 0.0310375 | val_loss: 0.03124 | Time: 2812.27 ms
[2020-12-23 21:10:52 main:581] : INFO : Epoch 1737 | loss: 0.0310388 | val_loss: 0.0312605 | Time: 2799.8 ms
[2020-12-23 21:10:55 main:581] : INFO : Epoch 1738 | loss: 0.0310317 | val_loss: 0.0312664 | Time: 2832.02 ms
[2020-12-23 21:10:58 main:581] : INFO : Epoch 1739 | loss: 0.0310326 | val_loss: 0.0312571 | Time: 2812.53 ms
[2020-12-23 21:11:00 main:581] : INFO : Epoch 1740 | loss: 0.0310387 | val_loss: 0.0312495 | Time: 2833.9 ms
[2020-12-23 21:11:03 main:581] : INFO : Epoch 1741 | loss: 0.0310443 | val_loss: 0.0312459 | Time: 2808.88 ms
[2020-12-23 21:11:06 main:581] : INFO : Epoch 1742 | loss: 0.0310366 | val_loss: 0.0312631 | Time: 2809.35 ms
[2020-12-23 21:11:09 main:581] : INFO : Epoch 1743 | loss: 0.0310345 | val_loss: 0.0312596 | Time: 2807.93 ms
[2020-12-23 21:11:12 main:581] : INFO : Epoch 1744 | loss: 0.0310313 | val_loss: 0.0312374 | Time: 2805.79 ms
[2020-12-23 21:11:15 main:581] : INFO : Epoch 1745 | loss: 0.0310304 | val_loss: 0.0312742 | Time: 2807.01 ms
[2020-12-23 21:11:17 main:581] : INFO : Epoch 1746 | loss: 0.0310351 | val_loss: 0.0312492 | Time: 2808.2 ms
[2020-12-23 21:11:20 main:581] : INFO : Epoch 1747 | loss: 0.0310777 | val_loss: 0.031282 | Time: 2801.74 ms
[2020-12-23 21:11:23 main:581] : INFO : Epoch 1748 | loss: 0.0332563 | val_loss: 0.0362887 | Time: 2823.18 ms
[2020-12-23 21:11:26 main:581] : INFO : Epoch 1749 | loss: 0.0329227 | val_loss: 0.0323817 | Time: 2812.7 ms
[2020-12-23 21:11:29 main:581] : INFO : Epoch 1750 | loss: 0.0314611 | val_loss: 0.0312806 | Time: 2811.3 ms
[2020-12-23 21:11:31 main:581] : INFO : Epoch 1751 | loss: 0.0312592 | val_loss: 0.0312371 | Time: 2809.52 ms
[2020-12-23 21:11:34 main:581] : INFO : Epoch 1752 | loss: 0.031227 | val_loss: 0.0312212 | Time: 2805.19 ms
[2020-12-23 21:11:37 main:581] : INFO : Epoch 1753 | loss: 0.0312171 | val_loss: 0.0312122 | Time: 2806.3 ms
[2020-12-23 21:11:40 main:581] : INFO : Epoch 1754 | loss: 0.0312087 | val_loss: 0.0312076 | Time: 2811.07 ms
[2020-12-23 21:11:43 main:581] : INFO : Epoch 1755 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 2811.2 ms
[2020-12-23 21:11:45 main:581] : INFO : Epoch 1756 | loss: 0.0311986 | val_loss: 0.0311988 | Time: 2810.02 ms
[2020-12-23 21:11:48 main:581] : INFO : Epoch 1757 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 2802.01 ms
[2020-12-23 21:11:51 main:581] : INFO : Epoch 1758 | loss: 0.0311917 | val_loss: 0.0311943 | Time: 2794.79 ms
[2020-12-23 21:11:54 main:581] : INFO : Epoch 1759 | loss: 0.0311888 | val_loss: 0.031197 | Time: 2829.16 ms
[2020-12-23 21:11:57 main:581] : INFO : Epoch 1760 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 2809.58 ms
[2020-12-23 21:11:59 main:581] : INFO : Epoch 1761 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 2810.8 ms
[2020-12-23 21:12:02 main:581] : INFO : Epoch 1762 | loss: 0.0311829 | val_loss: 0.031188 | Time: 2832.79 ms
[2020-12-23 21:12:05 main:581] : INFO : Epoch 1763 | loss: 0.0311837 | val_loss: 0.0311983 | Time: 2808.15 ms
[2020-12-23 21:12:08 main:581] : INFO : Epoch 1764 | loss: 0.0311829 | val_loss: 0.0311908 | Time: 2803.12 ms
[2020-12-23 21:12:11 main:581] : INFO : Epoch 1765 | loss: 0.0311797 | val_loss: 0.0311851 | Time: 2808.04 ms
[2020-12-23 21:12:14 main:581] : INFO : Epoch 1766 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 2804 ms
[2020-12-23 21:12:16 main:581] : INFO : Epoch 1767 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 2807.82 ms
[2020-12-23 21:12:19 main:581] : INFO : Epoch 1768 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 2795.9 ms
[2020-12-23 21:12:22 main:581] : INFO : Epoch 1769 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 2799.88 ms
[2020-12-23 21:12:25 main:581] : INFO : Epoch 1770 | loss: 0.0311729 | val_loss: 0.0311819 | Time: 2828.31 ms
[2020-12-23 21:12:28 main:581] : INFO : Epoch 1771 | loss: 0.031172 | val_loss: 0.0311809 | Time: 2804.25 ms
[2020-12-23 21:12:30 main:581] : INFO : Epoch 1772 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 2804.44 ms
[2020-12-23 21:12:33 main:581] : INFO : Epoch 1773 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 2801.44 ms
[2020-12-23 21:12:36 main:581] : INFO : Epoch 1774 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 2802.02 ms
[2020-12-23 21:12:39 main:581] : INFO : Epoch 1775 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 2804 ms
[2020-12-23 21:12:42 main:581] : INFO : Epoch 1776 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 2803.1 ms
[2020-12-23 21:12:44 main:581] : INFO : Epoch 1777 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 2793.72 ms
[2020-12-23 21:12:47 main:581] : INFO : Epoch 1778 | loss: 0.031171 | val_loss: 0.0311862 | Time: 2804.94 ms
[2020-12-23 21:12:50 main:581] : INFO : Epoch 1779 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 2801.27 ms
[2020-12-23 21:12:53 main:581] : INFO : Epoch 1780 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 2812.58 ms
[2020-12-23 21:12:56 main:581] : INFO : Epoch 1781 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 2805.35 ms
[2020-12-23 21:12:58 main:581] : INFO : Epoch 1782 | loss: 0.0311663 | val_loss: 0.0311788 | Time: 2811.21 ms
[2020-12-23 21:13:01 main:581] : INFO : Epoch 1783 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 2834.27 ms
[2020-12-23 21:13:04 main:581] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 2803.51 ms
[2020-12-23 21:13:07 main:581] : INFO : Epoch 1785 | loss: 0.031163 | val_loss: 0.0311778 | Time: 2804.54 ms
[2020-12-23 21:13:10 main:581] : INFO : Epoch 1786 | loss: 0.0311647 | val_loss: 0.0311819 | Time: 2804.07 ms
[2020-12-23 21:13:12 main:581] : INFO : Epoch 1787 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 2794.99 ms
[2020-12-23 21:13:15 main:581] : INFO : Epoch 1788 | loss: 0.0311617 | val_loss: 0.0311783 | Time: 2809.75 ms
[2020-12-23 21:13:18 main:581] : INFO : Epoch 1789 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 2807.7 ms
[2020-12-23 21:13:21 main:581] : INFO : Epoch 1790 | loss: 0.0311618 | val_loss: 0.031179 | Time: 2809.9 ms
[2020-12-23 21:13:24 main:581] : INFO : Epoch 1791 | loss: 0.0311605 | val_loss: 0.0311778 | Time: 2831.5 ms
[2020-12-23 21:13:27 main:581] : INFO : Epoch 1792 | loss: 0.03116 | val_loss: 0.0311773 | Time: 2809.54 ms
[2020-12-23 21:13:29 main:581] : INFO : Epoch 1793 | loss: 0.0311591 | val_loss: 0.0311778 | Time: 2802.65 ms
[2020-12-23 21:13:32 main:581] : INFO : Epoch 1794 | loss: 0.031159 | val_loss: 0.0311784 | Time: 2798.48 ms
[2020-12-23 21:13:35 main:581] : INFO : Epoch 1795 | loss: 0.0311583 | val_loss: 0.0311778 | Time: 2810.62 ms
[2020-12-23 21:13:38 main:581] : INFO : Epoch 1796 | loss: 0.0311582 | val_loss: 0.0311802 | Time: 2808.96 ms
[2020-12-23 21:13:41 main:581] : INFO : Epoch 1797 | loss: 0.0311577 | val_loss: 0.0311778 | Time: 2806.81 ms
[2020-12-23 21:13:43 main:581] : INFO : Epoch 1798 | loss: 0.0311575 | val_loss: 0.03118 | Time: 2808.17 ms
[2020-12-23 21:13:46 main:581] : INFO : Epoch 1799 | loss: 0.0311575 | val_loss: 0.0311781 | Time: 2808.79 ms
[2020-12-23 21:13:49 main:581] : INFO : Epoch 1800 | loss: 0.0311573 | val_loss: 0.0311778 | Time: 2808.16 ms
[2020-12-23 21:13:52 main:581] : INFO : Epoch 1801 | loss: 0.0311569 | val_loss: 0.0311811 | Time: 2810.44 ms
[2020-12-23 21:13:55 main:581] : INFO : Epoch 1802 | loss: 0.0311598 | val_loss: 0.0311784 | Time: 2831.39 ms
[2020-12-23 21:13:57 main:581] : INFO : Epoch 1803 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 2807.39 ms
[2020-12-23 21:14:00 main:581] : INFO : Epoch 1804 | loss: 0.0311563 | val_loss: 0.0311814 | Time: 2829.84 ms
[2020-12-23 21:14:03 main:581] : INFO : Epoch 1805 | loss: 0.0311553 | val_loss: 0.0311785 | Time: 2802.59 ms
[2020-12-23 21:14:06 main:581] : INFO : Epoch 1806 | loss: 0.031155 | val_loss: 0.0311791 | Time: 2802.05 ms
[2020-12-23 21:14:09 main:581] : INFO : Epoch 1807 | loss: 0.0311547 | val_loss: 0.0311848 | Time: 2798.46 ms
[2020-12-23 21:14:12 main:581] : INFO : Epoch 1808 | loss: 0.0311587 | val_loss: 0.0311798 | Time: 2801.52 ms
[2020-12-23 21:14:14 main:581] : INFO : Epoch 1809 | loss: 0.0311565 | val_loss: 0.0311788 | Time: 2800.77 ms
[2020-12-23 21:14:17 main:581] : INFO : Epoch 1810 | loss: 0.0311561 | val_loss: 0.03118 | Time: 2801.63 ms
[2020-12-23 21:14:20 main:581] : INFO : Epoch 1811 | loss: 0.0311548 | val_loss: 0.0311799 | Time: 2796.82 ms
[2020-12-23 21:14:23 main:581] : INFO : Epoch 1812 | loss: 0.0311537 | val_loss: 0.031179 | Time: 2813.5 ms
[2020-12-23 21:14:26 main:581] : INFO : Epoch 1813 | loss: 0.0311534 | val_loss: 0.03118 | Time: 2803.57 ms
[2020-12-23 21:14:28 main:581] : INFO : Epoch 1814 | loss: 0.0311535 | val_loss: 0.0311941 | Time: 2803.36 ms
[2020-12-23 21:14:31 main:581] : INFO : Epoch 1815 | loss: 0.0311574 | val_loss: 0.0311797 | Time: 2807.61 ms
[2020-12-23 21:14:34 main:581] : INFO : Epoch 1816 | loss: 0.0311546 | val_loss: 0.031181 | Time: 2808.77 ms
[2020-12-23 21:14:37 main:581] : INFO : Epoch 1817 | loss: 0.0311563 | val_loss: 0.0311783 | Time: 2806.6 ms
[2020-12-23 21:14:40 main:581] : INFO : Epoch 1818 | loss: 0.0311565 | val_loss: 0.0311916 | Time: 2808.73 ms
[2020-12-23 21:14:42 main:581] : INFO : Epoch 1819 | loss: 0.0311544 | val_loss: 0.0311817 | Time: 2809.44 ms
[2020-12-23 21:14:45 main:581] : INFO : Epoch 1820 | loss: 0.031153 | val_loss: 0.0311781 | Time: 2808.32 ms
[2020-12-23 21:14:48 main:581] : INFO : Epoch 1821 | loss: 0.0311507 | val_loss: 0.0311784 | Time: 2807.57 ms
[2020-12-23 21:14:51 main:581] : INFO : Epoch 1822 | loss: 0.0311537 | val_loss: 0.0311801 | Time: 2808.41 ms
[2020-12-23 21:14:54 main:581] : INFO : Epoch 1823 | loss: 0.0311556 | val_loss: 0.0311944 | Time: 2832.48 ms
[2020-12-23 21:14:56 main:581] : INFO : Epoch 1824 | loss: 0.0311536 | val_loss: 0.0311805 | Time: 2806.69 ms
[2020-12-23 21:14:59 main:581] : INFO : Epoch 1825 | loss: 0.0311518 | val_loss: 0.0311877 | Time: 2808.33 ms
[2020-12-23 21:15:02 main:581] : INFO : Epoch 1826 | loss: 0.0311528 | val_loss: 0.0311797 | Time: 2832.36 ms
[2020-12-23 21:15:05 main:581] : INFO : Epoch 1827 | loss: 0.0311509 | val_loss: 0.0311831 | Time: 2806.08 ms
[2020-12-23 21:15:08 main:581] : INFO : Epoch 1828 | loss: 0.0311501 | val_loss: 0.0311787 | Time: 2805.92 ms
[2020-12-23 21:15:11 main:581] : INFO : Epoch 1829 | loss: 0.0311489 | val_loss: 0.0311798 | Time: 2807.08 ms
[2020-12-23 21:15:13 main:581] : INFO : Epoch 1830 | loss: 0.0311512 | val_loss: 0.0311811 | Time: 2802.05 ms
[2020-12-23 21:15:16 main:581] : INFO : Epoch 1831 | loss: 0.031153 | val_loss: 0.0311851 | Time: 2804.77 ms
[2020-12-23 21:15:19 main:581] : INFO : Epoch 1832 | loss: 0.0311518 | val_loss: 0.0311823 | Time: 2800.84 ms
[2020-12-23 21:15:22 main:581] : INFO : Epoch 1833 | loss: 0.0311473 | val_loss: 0.0311807 | Time: 2803.74 ms
[2020-12-23 21:15:25 main:581] : INFO : Epoch 1834 | loss: 0.0311471 | val_loss: 0.0311804 | Time: 2821.09 ms
[2020-12-23 21:15:27 main:581] : INFO : Epoch 1835 | loss: 0.031149 | val_loss: 0.0311815 | Time: 2802.32 ms
[2020-12-23 21:15:30 main:581] : INFO : Epoch 1836 | loss: 0.0311506 | val_loss: 0.0311799 | Time: 2806.38 ms
[2020-12-23 21:15:33 main:581] : INFO : Epoch 1837 | loss: 0.0311478 | val_loss: 0.0311861 | Time: 2803.2 ms
[2020-12-23 21:15:36 main:581] : INFO : Epoch 1838 | loss: 0.0311472 | val_loss: 0.0311847 | Time: 2810.47 ms
[2020-12-23 21:15:39 main:581] : INFO : Epoch 1839 | loss: 0.0311455 | val_loss: 0.0311798 | Time: 2801.71 ms
[2020-12-23 21:15:41 main:581] : INFO : Epoch 1840 | loss: 0.0311457 | val_loss: 0.0311814 | Time: 2805.59 ms
[2020-12-23 21:15:44 main:581] : INFO : Epoch 1841 | loss: 0.0311483 | val_loss: 0.0311845 | Time: 2803.26 ms
[2020-12-23 21:15:47 main:581] : INFO : Epoch 1842 | loss: 0.0311487 | val_loss: 0.0311817 | Time: 2802.48 ms
[2020-12-23 21:15:50 main:581] : INFO : Epoch 1843 | loss: 0.0311533 | val_loss: 0.031183 | Time: 2806.96 ms
[2020-12-23 21:15:53 main:581] : INFO : Epoch 1844 | loss: 0.0311551 | val_loss: 0.0311837 | Time: 2820.23 ms
[2020-12-23 21:15:55 main:581] : INFO : Epoch 1845 | loss: 0.0311507 | val_loss: 0.0311837 | Time: 2805.44 ms
[2020-12-23 21:15:58 main:581] : INFO : Epoch 1846 | loss: 0.0311463 | val_loss: 0.031184 | Time: 2797.55 ms
[2020-12-23 21:16:01 main:581] : INFO : Epoch 1847 | loss: 0.0311446 | val_loss: 0.0311819 | Time: 2825.24 ms
[2020-12-23 21:16:04 main:581] : INFO : Epoch 1848 | loss: 0.0311438 | val_loss: 0.0311798 | Time: 2802.26 ms
[2020-12-23 21:16:07 main:581] : INFO : Epoch 1849 | loss: 0.0311457 | val_loss: 0.0311915 | Time: 2804.12 ms
[2020-12-23 21:16:09 main:581] : INFO : Epoch 1850 | loss: 0.0311464 | val_loss: 0.031185 | Time: 2800.62 ms
[2020-12-23 21:16:12 main:581] : INFO : Epoch 1851 | loss: 0.0311462 | val_loss: 0.0311817 | Time: 2806.14 ms
[2020-12-23 21:16:15 main:581] : INFO : Epoch 1852 | loss: 0.0311455 | val_loss: 0.0311857 | Time: 2808.05 ms
[2020-12-23 21:16:18 main:581] : INFO : Epoch 1853 | loss: 0.0311449 | val_loss: 0.0311782 | Time: 2804.23 ms
[2020-12-23 21:16:21 main:581] : INFO : Epoch 1854 | loss: 0.031142 | val_loss: 0.0311815 | Time: 2796.72 ms
[2020-12-23 21:16:23 main:581] : INFO : Epoch 1855 | loss: 0.0311488 | val_loss: 0.0311836 | Time: 2823.84 ms
[2020-12-23 21:16:26 main:581] : INFO : Epoch 1856 | loss: 0.0311523 | val_loss: 0.0311821 | Time: 2802.55 ms
[2020-12-23 21:16:29 main:581] : INFO : Epoch 1857 | loss: 0.0311538 | val_loss: 0.0311836 | Time: 2799.47 ms
[2020-12-23 21:16:32 main:581] : INFO : Epoch 1858 | loss: 0.0311489 | val_loss: 0.0311811 | Time: 2802.22 ms
[2020-12-23 21:16:35 main:581] : INFO : Epoch 1859 | loss: 0.0311451 | val_loss: 0.0311834 | Time: 2795.34 ms
[2020-12-23 21:16:37 main:581] : INFO : Epoch 1860 | loss: 0.0311428 | val_loss: 0.0311812 | Time: 2803.27 ms
[2020-12-23 21:16:40 main:581] : INFO : Epoch 1861 | loss: 0.0311407 | val_loss: 0.0311781 | Time: 2798.28 ms
[2020-12-23 21:16:43 main:581] : INFO : Epoch 1862 | loss: 0.0311434 | val_loss: 0.0311803 | Time: 2807.23 ms
[2020-12-23 21:16:46 main:581] : INFO : Epoch 1863 | loss: 0.0311453 | val_loss: 0.0311811 | Time: 2798.78 ms
[2020-12-23 21:16:49 main:581] : INFO : Epoch 1864 | loss: 0.0311411 | val_loss: 0.0311827 | Time: 2806.59 ms
[2020-12-23 21:16:52 main:581] : INFO : Epoch 1865 | loss: 0.0311444 | val_loss: 0.0311841 | Time: 2805.25 ms
[2020-12-23 21:16:54 main:581] : INFO : Epoch 1866 | loss: 0.0311421 | val_loss: 0.031181 | Time: 2824.78 ms
[2020-12-23 21:16:57 main:581] : INFO : Epoch 1867 | loss: 0.0311394 | val_loss: 0.0311827 | Time: 2802.08 ms
[2020-12-23 21:17:00 main:581] : INFO : Epoch 1868 | loss: 0.0311576 | val_loss: 0.0311786 | Time: 2814.34 ms
[2020-12-23 21:17:03 main:581] : INFO : Epoch 1869 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 2800.07 ms
[2020-12-23 21:17:06 main:581] : INFO : Epoch 1870 | loss: 0.0311565 | val_loss: 0.0311789 | Time: 2806.41 ms
[2020-12-23 21:17:08 main:581] : INFO : Epoch 1871 | loss: 0.0311512 | val_loss: 0.0311751 | Time: 2800.7 ms
[2020-12-23 21:17:11 main:581] : INFO : Epoch 1872 | loss: 0.0311474 | val_loss: 0.0311734 | Time: 2806.96 ms
[2020-12-23 21:17:14 main:581] : INFO : Epoch 1873 | loss: 0.0311458 | val_loss: 0.0311742 | Time: 2810.58 ms
[2020-12-23 21:17:17 main:581] : INFO : Epoch 1874 | loss: 0.0311466 | val_loss: 0.0311794 | Time: 2810.43 ms
[2020-12-23 21:17:20 main:581] : INFO : Epoch 1875 | loss: 0.0311432 | val_loss: 0.0311774 | Time: 2808.57 ms
[2020-12-23 21:17:22 main:581] : INFO : Epoch 1876 | loss: 0.0311433 | val_loss: 0.0311787 | Time: 2811 ms
[2020-12-23 21:17:25 main:581] : INFO : Epoch 1877 | loss: 0.0311434 | val_loss: 0.0311887 | Time: 2831.93 ms
[2020-12-23 21:17:28 main:581] : INFO : Epoch 1878 | loss: 0.0311407 | val_loss: 0.0311766 | Time: 2809.96 ms
[2020-12-23 21:17:31 main:581] : INFO : Epoch 1879 | loss: 0.0311428 | val_loss: 0.0311788 | Time: 2811.36 ms
[2020-12-23 21:17:34 main:581] : INFO : Epoch 1880 | loss: 0.0311363 | val_loss: 0.0311786 | Time: 2810.42 ms
[2020-12-23 21:17:36 main:581] : INFO : Epoch 1881 | loss: 0.0311361 | val_loss: 0.0311825 | Time: 2808.34 ms
[2020-12-23 21:17:39 main:581] : INFO : Epoch 1882 | loss: 0.0311362 | val_loss: 0.0311776 | Time: 2807.79 ms
[2020-12-23 21:17:42 main:581] : INFO : Epoch 1883 | loss: 0.0311348 | val_loss: 0.0311779 | Time: 2811.38 ms
[2020-12-23 21:17:45 main:581] : INFO : Epoch 1884 | loss: 0.031137 | val_loss: 0.0311806 | Time: 2809.85 ms
[2020-12-23 21:17:48 main:581] : INFO : Epoch 1885 | loss: 0.0311356 | val_loss: 0.0311818 | Time: 2808.3 ms
[2020-12-23 21:17:51 main:581] : INFO : Epoch 1886 | loss: 0.0311355 | val_loss: 0.0311816 | Time: 2809.86 ms
[2020-12-23 21:17:53 main:581] : INFO : Epoch 1887 | loss: 0.0311333 | val_loss: 0.0311844 | Time: 2829.14 ms
[2020-12-23 21:17:56 main:581] : INFO : Epoch 1888 | loss: 0.0311352 | val_loss: 0.0311838 | Time: 2804.01 ms
[2020-12-23 21:17:59 main:581] : INFO : Epoch 1889 | loss: 0.0311336 | val_loss: 0.0311841 | Time: 2805.59 ms
[2020-12-23 21:18:02 main:581] : INFO : Epoch 1890 | loss: 0.0311335 | val_loss: 0.0311835 | Time: 2828.41 ms
[2020-12-23 21:18:05 main:581] : INFO : Epoch 1891 | loss: 0.0311318 | val_loss: 0.031182 | Time: 2805.05 ms
[2020-12-23 21:18:07 main:581] : INFO : Epoch 1892 | loss: 0.0311323 | val_loss: 0.0311838 | Time: 2805.18 ms
[2020-12-23 21:18:10 main:581] : INFO : Epoch 1893 | loss: 0.0311329 | val_loss: 0.031181 | Time: 2802.96 ms
[2020-12-23 21:18:13 main:581] : INFO : Epoch 1894 | loss: 0.0311308 | val_loss: 0.0311812 | Time: 2804.83 ms
[2020-12-23 21:18:16 main:581] : INFO : Epoch 1895 | loss: 0.0311291 | val_loss: 0.031183 | Time: 2807.49 ms
[2020-12-23 21:18:19 main:581] : INFO : Epoch 1896 | loss: 0.031133 | val_loss: 0.0311855 | Time: 2811.72 ms
[2020-12-23 21:18:21 main:581] : INFO : Epoch 1897 | loss: 0.0311388 | val_loss: 0.0311843 | Time: 2810.77 ms
[2020-12-23 21:18:24 main:581] : INFO : Epoch 1898 | loss: 0.0311331 | val_loss: 0.0311819 | Time: 2831.91 ms
[2020-12-23 21:18:27 main:581] : INFO : Epoch 1899 | loss: 0.0311311 | val_loss: 0.0311808 | Time: 2810.89 ms
[2020-12-23 21:18:30 main:581] : INFO : Epoch 1900 | loss: 0.0311352 | val_loss: 0.0311812 | Time: 2814.13 ms
[2020-12-23 21:18:33 main:581] : INFO : Epoch 1901 | loss: 0.0311336 | val_loss: 0.0311949 | Time: 2809.23 ms
[2020-12-23 21:18:36 main:581] : INFO : Epoch 1902 | loss: 0.0311328 | val_loss: 0.0311809 | Time: 2801.69 ms
[2020-12-23 21:18:38 main:581] : INFO : Epoch 1903 | loss: 0.0311307 | val_loss: 0.0311813 | Time: 2811.41 ms
[2020-12-23 21:18:41 main:581] : INFO : Epoch 1904 | loss: 0.0311279 | val_loss: 0.0311865 | Time: 2803.43 ms
[2020-12-23 21:18:44 main:581] : INFO : Epoch 1905 | loss: 0.0311296 | val_loss: 0.0311885 | Time: 2816.14 ms
[2020-12-23 21:18:47 main:581] : INFO : Epoch 1906 | loss: 0.0311347 | val_loss: 0.0311823 | Time: 2812.32 ms
[2020-12-23 21:18:50 main:581] : INFO : Epoch 1907 | loss: 0.0311346 | val_loss: 0.0311823 | Time: 2812.46 ms
[2020-12-23 21:18:52 main:581] : INFO : Epoch 1908 | loss: 0.0311329 | val_loss: 0.0311875 | Time: 2809.94 ms
[2020-12-23 21:18:55 main:581] : INFO : Epoch 1909 | loss: 0.0311329 | val_loss: 0.0311831 | Time: 2832.94 ms
[2020-12-23 21:18:58 main:581] : INFO : Epoch 1910 | loss: 0.0311355 | val_loss: 0.0311883 | Time: 2801.33 ms
[2020-12-23 21:19:01 main:581] : INFO : Epoch 1911 | loss: 0.0311298 | val_loss: 0.0311811 | Time: 2836.69 ms
[2020-12-23 21:19:04 main:581] : INFO : Epoch 1912 | loss: 0.031129 | val_loss: 0.0311875 | Time: 2813.12 ms
[2020-12-23 21:19:07 main:581] : INFO : Epoch 1913 | loss: 0.0311306 | val_loss: 0.0311798 | Time: 2807.05 ms
[2020-12-23 21:19:09 main:581] : INFO : Epoch 1914 | loss: 0.0311323 | val_loss: 0.0311866 | Time: 2798.93 ms
[2020-12-23 21:19:12 main:581] : INFO : Epoch 1915 | loss: 0.0311302 | val_loss: 0.031181 | Time: 2816.52 ms
[2020-12-23 21:19:15 main:581] : INFO : Epoch 1916 | loss: 0.0311283 | val_loss: 0.0312013 | Time: 2801.33 ms
[2020-12-23 21:19:18 main:581] : INFO : Epoch 1917 | loss: 0.0311371 | val_loss: 0.0311892 | Time: 2804.08 ms
[2020-12-23 21:19:21 main:581] : INFO : Epoch 1918 | loss: 0.0311284 | val_loss: 0.0311832 | Time: 2810.3 ms
[2020-12-23 21:19:23 main:581] : INFO : Epoch 1919 | loss: 0.0311283 | val_loss: 0.0311819 | Time: 2830.17 ms
[2020-12-23 21:19:26 main:581] : INFO : Epoch 1920 | loss: 0.0311278 | val_loss: 0.031184 | Time: 2808.43 ms
[2020-12-23 21:19:29 main:581] : INFO : Epoch 1921 | loss: 0.0311331 | val_loss: 0.0311826 | Time: 2809.11 ms
[2020-12-23 21:19:32 main:581] : INFO : Epoch 1922 | loss: 0.0311284 | val_loss: 0.0311934 | Time: 2810.59 ms
[2020-12-23 21:19:35 main:581] : INFO : Epoch 1923 | loss: 0.0311363 | val_loss: 0.0311857 | Time: 2812.62 ms
[2020-12-23 21:19:37 main:581] : INFO : Epoch 1924 | loss: 0.0311378 | val_loss: 0.0311871 | Time: 2805.61 ms
[2020-12-23 21:19:40 main:581] : INFO : Epoch 1925 | loss: 0.0311287 | val_loss: 0.0311871 | Time: 2813.07 ms
[2020-12-23 21:19:43 main:581] : INFO : Epoch 1926 | loss: 0.0311249 | val_loss: 0.0311859 | Time: 2810.85 ms
[2020-12-23 21:19:46 main:581] : INFO : Epoch 1927 | loss: 0.031129 | val_loss: 0.0311826 | Time: 2812.96 ms
[2020-12-23 21:19:49 main:581] : INFO : Epoch 1928 | loss: 0.0311263 | val_loss: 0.0311845 | Time: 2811.46 ms
[2020-12-23 21:19:51 main:581] : INFO : Epoch 1929 | loss: 0.0311288 | val_loss: 0.0311869 | Time: 2812.2 ms
[2020-12-23 21:19:54 main:581] : INFO : Epoch 1930 | loss: 0.0311271 | val_loss: 0.0311881 | Time: 2831.51 ms
[2020-12-23 21:19:57 main:581] : INFO : Epoch 1931 | loss: 0.0311256 | val_loss: 0.0311846 | Time: 2808.3 ms
[2020-12-23 21:20:00 main:581] : INFO : Epoch 1932 | loss: 0.0311251 | val_loss: 0.0311838 | Time: 2824.89 ms
[2020-12-23 21:20:03 main:581] : INFO : Epoch 1933 | loss: 0.0311216 | val_loss: 0.0311895 | Time: 2810.34 ms
[2020-12-23 21:20:06 main:581] : INFO : Epoch 1934 | loss: 0.0311293 | val_loss: 0.0311846 | Time: 2811.43 ms
[2020-12-23 21:20:08 main:581] : INFO : Epoch 1935 | loss: 0.0311311 | val_loss: 0.0311865 | Time: 2810.34 ms
[2020-12-23 21:20:11 main:581] : INFO : Epoch 1936 | loss: 0.0311469 | val_loss: 0.0311818 | Time: 2809.87 ms
[2020-12-23 21:20:14 main:581] : INFO : Epoch 1937 | loss: 0.0311478 | val_loss: 0.0311797 | Time: 2814.53 ms
[2020-12-23 21:20:17 main:581] : INFO : Epoch 1938 | loss: 0.0311352 | val_loss: 0.0311787 | Time: 2809.42 ms
[2020-12-23 21:20:20 main:581] : INFO : Epoch 1939 | loss: 0.0311305 | val_loss: 0.0311793 | Time: 2811.89 ms
[2020-12-23 21:20:22 main:581] : INFO : Epoch 1940 | loss: 0.0311282 | val_loss: 0.0311815 | Time: 2809.34 ms
[2020-12-23 21:20:25 main:581] : INFO : Epoch 1941 | loss: 0.0311307 | val_loss: 0.0311846 | Time: 2834.41 ms
[2020-12-23 21:20:28 main:581] : INFO : Epoch 1942 | loss: 0.0311247 | val_loss: 0.031183 | Time: 2811.42 ms
[2020-12-23 21:20:31 main:581] : INFO : Epoch 1943 | loss: 0.0311263 | val_loss: 0.0311823 | Time: 2804.47 ms
[2020-12-23 21:20:34 main:581] : INFO : Epoch 1944 | loss: 0.0311248 | val_loss: 0.0311852 | Time: 2803.94 ms
[2020-12-23 21:20:36 main:581] : INFO : Epoch 1945 | loss: 0.0311281 | val_loss: 0.0311871 | Time: 2805.05 ms
[2020-12-23 21:20:39 main:581] : INFO : Epoch 1946 | loss: 0.031127 | val_loss: 0.0311939 | Time: 2798.7 ms
[2020-12-23 21:20:42 main:581] : INFO : Epoch 1947 | loss: 0.0311226 | val_loss: 0.0311822 | Time: 2810.66 ms
[2020-12-23 21:20:45 main:581] : INFO : Epoch 1948 | loss: 0.0311213 | val_loss: 0.0311847 | Time: 2809.5 ms
[2020-12-23 21:20:48 main:581] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311821 | Time: 2808.31 ms
[2020-12-23 21:20:51 main:581] : INFO : Epoch 1950 | loss: 0.0311252 | val_loss: 0.031182 | Time: 2805.28 ms
[2020-12-23 21:20:53 main:581] : INFO : Epoch 1951 | loss: 0.0311221 | val_loss: 0.031181 | Time: 2823.64 ms
[2020-12-23 21:20:56 main:581] : INFO : Epoch 1952 | loss: 0.0311234 | val_loss: 0.031189 | Time: 2799.64 ms
[2020-12-23 21:20:59 main:581] : INFO : Epoch 1953 | loss: 0.0311347 | val_loss: 0.0311831 | Time: 2805.83 ms
[2020-12-23 21:21:02 main:581] : INFO : Epoch 1954 | loss: 0.0311379 | val_loss: 0.0311839 | Time: 2825.25 ms
[2020-12-23 21:21:05 main:581] : INFO : Epoch 1955 | loss: 0.0311324 | val_loss: 0.031182 | Time: 2811.41 ms
[2020-12-23 21:21:07 main:581] : INFO : Epoch 1956 | loss: 0.031128 | val_loss: 0.0311895 | Time: 2810.96 ms
[2020-12-23 21:21:10 main:581] : INFO : Epoch 1957 | loss: 0.0311257 | val_loss: 0.03119 | Time: 2810.98 ms
[2020-12-23 21:21:13 main:581] : INFO : Epoch 1958 | loss: 0.031123 | val_loss: 0.0311844 | Time: 2809.67 ms
[2020-12-23 21:21:16 main:581] : INFO : Epoch 1959 | loss: 0.0311219 | val_loss: 0.0311891 | Time: 2809.74 ms
[2020-12-23 21:21:19 main:581] : INFO : Epoch 1960 | loss: 0.0311228 | val_loss: 0.0311837 | Time: 2810.95 ms
[2020-12-23 21:21:21 main:581] : INFO : Epoch 1961 | loss: 0.0311234 | val_loss: 0.0311871 | Time: 2810.8 ms
[2020-12-23 21:21:24 main:581] : INFO : Epoch 1962 | loss: 0.0311225 | val_loss: 0.0311881 | Time: 2834.71 ms
[2020-12-23 21:21:27 main:581] : INFO : Epoch 1963 | loss: 0.0311215 | val_loss: 0.031186 | Time: 2810.67 ms
[2020-12-23 21:21:30 main:581] : INFO : Epoch 1964 | loss: 0.0311226 | val_loss: 0.0311877 | Time: 2809.82 ms
[2020-12-23 21:21:33 main:581] : INFO : Epoch 1965 | loss: 0.0311214 | val_loss: 0.0311841 | Time: 2809.74 ms
[2020-12-23 21:21:36 main:581] : INFO : Epoch 1966 | loss: 0.0311228 | val_loss: 0.0311888 | Time: 2801.69 ms
[2020-12-23 21:21:38 main:581] : INFO : Epoch 1967 | loss: 0.0311233 | val_loss: 0.0311867 | Time: 2806.9 ms
[2020-12-23 21:21:41 main:581] : INFO : Epoch 1968 | loss: 0.0311345 | val_loss: 0.0311824 | Time: 2804.67 ms
[2020-12-23 21:21:44 main:581] : INFO : Epoch 1969 | loss: 0.0311294 | val_loss: 0.03119 | Time: 2810.43 ms
[2020-12-23 21:21:47 main:581] : INFO : Epoch 1970 | loss: 0.0311226 | val_loss: 0.0311871 | Time: 2811.07 ms
[2020-12-23 21:21:50 main:581] : INFO : Epoch 1971 | loss: 0.0311187 | val_loss: 0.0311868 | Time: 2810.88 ms
[2020-12-23 21:21:52 main:581] : INFO : Epoch 1972 | loss: 0.0311185 | val_loss: 0.0311832 | Time: 2806.94 ms
[2020-12-23 21:21:55 main:581] : INFO : Epoch 1973 | loss: 0.0311216 | val_loss: 0.0311807 | Time: 2833.73 ms
[2020-12-23 21:21:58 main:581] : INFO : Epoch 1974 | loss: 0.03112 | val_loss: 0.0311825 | Time: 2809.54 ms
[2020-12-23 21:22:01 main:581] : INFO : Epoch 1975 | loss: 0.0311215 | val_loss: 0.0311836 | Time: 2832.68 ms
[2020-12-23 21:22:04 main:581] : INFO : Epoch 1976 | loss: 0.0311224 | val_loss: 0.0311844 | Time: 2800.93 ms
[2020-12-23 21:22:06 main:581] : INFO : Epoch 1977 | loss: 0.0311202 | val_loss: 0.0311893 | Time: 2805.65 ms
[2020-12-23 21:22:09 main:581] : INFO : Epoch 1978 | loss: 0.0311184 | val_loss: 0.0311927 | Time: 2804.48 ms
[2020-12-23 21:22:12 main:581] : INFO : Epoch 1979 | loss: 0.0311217 | val_loss: 0.0311818 | Time: 2810.25 ms
[2020-12-23 21:22:15 main:581] : INFO : Epoch 1980 | loss: 0.031123 | val_loss: 0.0311896 | Time: 2813.87 ms
[2020-12-23 21:22:18 main:581] : INFO : Epoch 1981 | loss: 0.0311269 | val_loss: 0.0311866 | Time: 2803.05 ms
[2020-12-23 21:22:21 main:581] : INFO : Epoch 1982 | loss: 0.0311212 | val_loss: 0.0311914 | Time: 2815.6 ms
[2020-12-23 21:22:23 main:581] : INFO : Epoch 1983 | loss: 0.0311234 | val_loss: 0.0311877 | Time: 2818.21 ms
[2020-12-23 21:22:26 main:581] : INFO : Epoch 1984 | loss: 0.0311308 | val_loss: 0.0311829 | Time: 2809.25 ms
[2020-12-23 21:22:29 main:581] : INFO : Epoch 1985 | loss: 0.0311263 | val_loss: 0.0311852 | Time: 2806.93 ms
[2020-12-23 21:22:32 main:581] : INFO : Epoch 1986 | loss: 0.0311248 | val_loss: 0.0311825 | Time: 2807.99 ms
[2020-12-23 21:22:35 main:581] : INFO : Epoch 1987 | loss: 0.0311241 | val_loss: 0.0311851 | Time: 2803.31 ms
[2020-12-23 21:22:37 main:581] : INFO : Epoch 1988 | loss: 0.0311222 | val_loss: 0.031184 | Time: 2801.83 ms
[2020-12-23 21:22:40 main:581] : INFO : Epoch 1989 | loss: 0.0311205 | val_loss: 0.0311894 | Time: 2813.34 ms
[2020-12-23 21:22:43 main:581] : INFO : Epoch 1990 | loss: 0.0311243 | val_loss: 0.0311845 | Time: 2810.15 ms
[2020-12-23 21:22:46 main:581] : INFO : Epoch 1991 | loss: 0.0311225 | val_loss: 0.0311847 | Time: 2807.28 ms
[2020-12-23 21:22:49 main:581] : INFO : Epoch 1992 | loss: 0.0311201 | val_loss: 0.031186 | Time: 2809.81 ms
[2020-12-23 21:22:51 main:581] : INFO : Epoch 1993 | loss: 0.0311234 | val_loss: 0.0311925 | Time: 2808.73 ms
[2020-12-23 21:22:54 main:581] : INFO : Epoch 1994 | loss: 0.0311215 | val_loss: 0.0311898 | Time: 2824.2 ms
[2020-12-23 21:22:57 main:581] : INFO : Epoch 1995 | loss: 0.0311202 | val_loss: 0.0311891 | Time: 2803.12 ms
[2020-12-23 21:23:00 main:581] : INFO : Epoch 1996 | loss: 0.0311197 | val_loss: 0.0311961 | Time: 2827.89 ms
[2020-12-23 21:23:03 main:581] : INFO : Epoch 1997 | loss: 0.0311204 | val_loss: 0.0311893 | Time: 2803.38 ms
[2020-12-23 21:23:06 main:581] : INFO : Epoch 1998 | loss: 0.0311182 | val_loss: 0.0311956 | Time: 2809.2 ms
[2020-12-23 21:23:08 main:581] : INFO : Epoch 1999 | loss: 0.031118 | val_loss: 0.0311886 | Time: 2800.66 ms
[2020-12-23 21:23:11 main:581] : INFO : Epoch 2000 | loss: 0.0311156 | val_loss: 0.0311852 | Time: 2814.78 ms
[2020-12-23 21:23:14 main:581] : INFO : Epoch 2001 | loss: 0.0311159 | val_loss: 0.0312128 | Time: 2805.74 ms
[2020-12-23 21:23:17 main:581] : INFO : Epoch 2002 | loss: 0.0311264 | val_loss: 0.031204 | Time: 2810.7 ms
[2020-12-23 21:23:20 main:581] : INFO : Epoch 2003 | loss: 0.0311234 | val_loss: 0.0312053 | Time: 2808.66 ms
[2020-12-23 21:23:22 main:581] : INFO : Epoch 2004 | loss: 0.0311219 | val_loss: 0.0311899 | Time: 2804.41 ms
[2020-12-23 21:23:25 main:581] : INFO : Epoch 2005 | loss: 0.031119 | val_loss: 0.0311929 | Time: 2826.68 ms
[2020-12-23 21:23:28 main:581] : INFO : Epoch 2006 | loss: 0.0311185 | val_loss: 0.0312038 | Time: 2810.1 ms
[2020-12-23 21:23:31 main:581] : INFO : Epoch 2007 | loss: 0.0311189 | val_loss: 0.0311866 | Time: 2809.61 ms
[2020-12-23 21:23:34 main:581] : INFO : Epoch 2008 | loss: 0.0311143 | val_loss: 0.0311898 | Time: 2809.82 ms
[2020-12-23 21:23:36 main:581] : INFO : Epoch 2009 | loss: 0.0311228 | val_loss: 0.0311905 | Time: 2812.37 ms
[2020-12-23 21:23:39 main:581] : INFO : Epoch 2010 | loss: 0.0311175 | val_loss: 0.0311878 | Time: 2807.35 ms
[2020-12-23 21:23:42 main:581] : INFO : Epoch 2011 | loss: 0.0311154 | val_loss: 0.0311883 | Time: 2813.24 ms
[2020-12-23 21:23:45 main:581] : INFO : Epoch 2012 | loss: 0.0311159 | val_loss: 0.0311886 | Time: 2807.38 ms
[2020-12-23 21:23:48 main:581] : INFO : Epoch 2013 | loss: 0.0311151 | val_loss: 0.0311914 | Time: 2803.49 ms
[2020-12-23 21:23:50 main:581] : INFO : Epoch 2014 | loss: 0.0311159 | val_loss: 0.0311973 | Time: 2812.5 ms
[2020-12-23 21:23:53 main:581] : INFO : Epoch 2015 | loss: 0.0311154 | val_loss: 0.0311953 | Time: 2828.84 ms
[2020-12-23 21:23:56 main:581] : INFO : Epoch 2016 | loss: 0.0311144 | val_loss: 0.0311995 | Time: 2807.27 ms
[2020-12-23 21:23:59 main:581] : INFO : Epoch 2017 | loss: 0.0311149 | val_loss: 0.0311961 | Time: 2813.43 ms
[2020-12-23 21:24:02 main:581] : INFO : Epoch 2018 | loss: 0.0311136 | val_loss: 0.0311899 | Time: 2830.16 ms
[2020-12-23 21:24:05 main:581] : INFO : Epoch 2019 | loss: 0.0311174 | val_loss: 0.0311986 | Time: 2803.7 ms
[2020-12-23 21:24:07 main:581] : INFO : Epoch 2020 | loss: 0.0311189 | val_loss: 0.0311894 | Time: 2800.22 ms
[2020-12-23 21:24:10 main:581] : INFO : Epoch 2021 | loss: 0.0311174 | val_loss: 0.0311937 | Time: 2812.33 ms
[2020-12-23 21:24:13 main:581] : INFO : Epoch 2022 | loss: 0.0311128 | val_loss: 0.0311892 | Time: 2802.71 ms
[2020-12-23 21:24:16 main:581] : INFO : Epoch 2023 | loss: 0.0311096 | val_loss: 0.0311872 | Time: 2805.53 ms
[2020-12-23 21:24:19 main:581] : INFO : Epoch 2024 | loss: 0.0311088 | val_loss: 0.031191 | Time: 2797.8 ms
[2020-12-23 21:24:21 main:581] : INFO : Epoch 2025 | loss: 0.0311111 | val_loss: 0.0311957 | Time: 2810.99 ms
[2020-12-23 21:24:24 main:581] : INFO : Epoch 2026 | loss: 0.0311149 | val_loss: 0.031197 | Time: 2831.44 ms
[2020-12-23 21:24:27 main:581] : INFO : Epoch 2027 | loss: 0.031116 | val_loss: 0.0311961 | Time: 2810.12 ms
[2020-12-23 21:24:30 main:581] : INFO : Epoch 2028 | loss: 0.0311194 | val_loss: 0.031191 | Time: 2812.26 ms
[2020-12-23 21:24:33 main:581] : INFO : Epoch 2029 | loss: 0.0311206 | val_loss: 0.0311907 | Time: 2809.87 ms
[2020-12-23 21:24:35 main:581] : INFO : Epoch 2030 | loss: 0.0311157 | val_loss: 0.0311881 | Time: 2809.69 ms
[2020-12-23 21:24:38 main:581] : INFO : Epoch 2031 | loss: 0.0311219 | val_loss: 0.0311875 | Time: 2807.28 ms
[2020-12-23 21:24:41 main:581] : INFO : Epoch 2032 | loss: 0.0311119 | val_loss: 0.0311957 | Time: 2811.65 ms
[2020-12-23 21:24:44 main:581] : INFO : Epoch 2033 | loss: 0.0311228 | val_loss: 0.0311876 | Time: 2810.99 ms
[2020-12-23 21:24:47 main:581] : INFO : Epoch 2034 | loss: 0.0311171 | val_loss: 0.0311914 | Time: 2810.56 ms
[2020-12-23 21:24:50 main:581] : INFO : Epoch 2035 | loss: 0.0311102 | val_loss: 0.0311922 | Time: 2810.3 ms
[2020-12-23 21:24:52 main:581] : INFO : Epoch 2036 | loss: 0.0311155 | val_loss: 0.0311923 | Time: 2811.63 ms
[2020-12-23 21:24:55 main:581] : INFO : Epoch 2037 | loss: 0.0311194 | val_loss: 0.0311926 | Time: 2833.58 ms
[2020-12-23 21:24:58 main:581] : INFO : Epoch 2038 | loss: 0.0311151 | val_loss: 0.0311932 | Time: 2809.09 ms
[2020-12-23 21:25:01 main:581] : INFO : Epoch 2039 | loss: 0.0311111 | val_loss: 0.031189 | Time: 2833.33 ms
[2020-12-23 21:25:04 main:581] : INFO : Epoch 2040 | loss: 0.0311113 | val_loss: 0.0311909 | Time: 2805.75 ms
[2020-12-23 21:25:06 main:581] : INFO : Epoch 2041 | loss: 0.031114 | val_loss: 0.0311874 | Time: 2805.07 ms
[2020-12-23 21:25:09 main:581] : INFO : Epoch 2042 | loss: 0.0311137 | val_loss: 0.0311922 | Time: 2811.17 ms
[2020-12-23 21:25:12 main:581] : INFO : Epoch 2043 | loss: 0.0311145 | val_loss: 0.0311973 | Time: 2808.75 ms
[2020-12-23 21:25:15 main:581] : INFO : Epoch 2044 | loss: 0.0311101 | val_loss: 0.0311956 | Time: 2805.54 ms
[2020-12-23 21:25:18 main:581] : INFO : Epoch 2045 | loss: 0.0311141 | val_loss: 0.0311988 | Time: 2809.48 ms
[2020-12-23 21:25:20 main:581] : INFO : Epoch 2046 | loss: 0.0311124 | val_loss: 0.0311934 | Time: 2803.63 ms
[2020-12-23 21:25:23 main:581] : INFO : Epoch 2047 | loss: 0.0311087 | val_loss: 0.0311907 | Time: 2829.98 ms
[2020-12-23 21:25:26 main:581] : INFO : Epoch 2048 | loss: 0.0311077 | val_loss: 0.0311942 | Time: 2806.23 ms
[2020-12-23 21:25:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311942
[2020-12-23 21:25:26 main:610] : INFO : Saving end state to config to file
[2020-12-23 21:25:26 main:615] : INFO : Success, exiting..
21:25:26 (2514090): 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)