Task 3340039
| Name | ParityModified-1608176011-4875-0_1 |
| Workunit | 1583872 |
| Created | 18 Dec 2020, 20:28:13 UTC |
| Sent | 18 Dec 2020, 21:14:17 UTC |
| Report deadline | 26 Dec 2020, 21:14:17 UTC |
| Received | 19 Dec 2020, 0:28:47 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 9 sec |
| CPU time | 1 hours 36 min 3 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: 0.0310345 | val_loss: 0.0312515 | Time: 2812.03 ms
[2020-12-18 15:38:12 main:581] : INFO : Epoch 1539 | loss: 0.0310467 | val_loss: 0.031242 | Time: 2805.4 ms
[2020-12-18 15:38:15 main:581] : INFO : Epoch 1540 | loss: 0.0310463 | val_loss: 0.0312557 | Time: 2817.14 ms
[2020-12-18 15:38:18 main:581] : INFO : Epoch 1541 | loss: 0.0310372 | val_loss: 0.031271 | Time: 2817.49 ms
[2020-12-18 15:38:21 main:581] : INFO : Epoch 1542 | loss: 0.0310425 | val_loss: 0.0312565 | Time: 2808.55 ms
[2020-12-18 15:38:23 main:581] : INFO : Epoch 1543 | loss: 0.0310512 | val_loss: 0.0312308 | Time: 2815.27 ms
[2020-12-18 15:38:26 main:581] : INFO : Epoch 1544 | loss: 0.0310482 | val_loss: 0.0312194 | Time: 2815.64 ms
[2020-12-18 15:38:29 main:581] : INFO : Epoch 1545 | loss: 0.031044 | val_loss: 0.031215 | Time: 2814.72 ms
[2020-12-18 15:38:32 main:581] : INFO : Epoch 1546 | loss: 0.0310419 | val_loss: 0.0312146 | Time: 2839.35 ms
[2020-12-18 15:38:35 main:581] : INFO : Epoch 1547 | loss: 0.0310385 | val_loss: 0.0312302 | Time: 2816.23 ms
[2020-12-18 15:38:38 main:581] : INFO : Epoch 1548 | loss: 0.0310495 | val_loss: 0.0312278 | Time: 2817.81 ms
[2020-12-18 15:38:40 main:581] : INFO : Epoch 1549 | loss: 0.0310446 | val_loss: 0.0312242 | Time: 2810.13 ms
[2020-12-18 15:38:43 main:581] : INFO : Epoch 1550 | loss: 0.0310409 | val_loss: 0.0312423 | Time: 2811.11 ms
[2020-12-18 15:38:46 main:581] : INFO : Epoch 1551 | loss: 0.0310343 | val_loss: 0.0312244 | Time: 2813.74 ms
[2020-12-18 15:38:49 main:581] : INFO : Epoch 1552 | loss: 0.0310413 | val_loss: 0.0312244 | Time: 2817.06 ms
[2020-12-18 15:38:52 main:581] : INFO : Epoch 1553 | loss: 0.0310489 | val_loss: 0.0312319 | Time: 2814.54 ms
[2020-12-18 15:38:54 main:581] : INFO : Epoch 1554 | loss: 0.0310393 | val_loss: 0.031222 | Time: 2817.32 ms
[2020-12-18 15:38:57 main:581] : INFO : Epoch 1555 | loss: 0.0310449 | val_loss: 0.031228 | Time: 2812.91 ms
[2020-12-18 15:39:00 main:581] : INFO : Epoch 1556 | loss: 0.0310373 | val_loss: 0.0312176 | Time: 2839.09 ms
[2020-12-18 15:39:03 main:581] : INFO : Epoch 1557 | loss: 0.031032 | val_loss: 0.0312488 | Time: 2835.25 ms
[2020-12-18 15:39:06 main:581] : INFO : Epoch 1558 | loss: 0.0310371 | val_loss: 0.0312209 | Time: 2809.67 ms
[2020-12-18 15:39:09 main:581] : INFO : Epoch 1559 | loss: 0.0310409 | val_loss: 0.0312186 | Time: 2816.52 ms
[2020-12-18 15:39:11 main:581] : INFO : Epoch 1560 | loss: 0.0310378 | val_loss: 0.0312276 | Time: 2813.25 ms
[2020-12-18 15:39:14 main:581] : INFO : Epoch 1561 | loss: 0.031038 | val_loss: 0.0312433 | Time: 2814.9 ms
[2020-12-18 15:39:17 main:581] : INFO : Epoch 1562 | loss: 0.0310425 | val_loss: 0.0312198 | Time: 2806.15 ms
[2020-12-18 15:39:20 main:581] : INFO : Epoch 1563 | loss: 0.031062 | val_loss: 0.0312283 | Time: 2815.57 ms
[2020-12-18 15:39:23 main:581] : INFO : Epoch 1564 | loss: 0.0310688 | val_loss: 0.0312402 | Time: 2814.78 ms
[2020-12-18 15:39:25 main:581] : INFO : Epoch 1565 | loss: 0.0310587 | val_loss: 0.0312362 | Time: 2816.19 ms
[2020-12-18 15:39:28 main:581] : INFO : Epoch 1566 | loss: 0.0310447 | val_loss: 0.0312307 | Time: 2819.97 ms
[2020-12-18 15:39:31 main:581] : INFO : Epoch 1567 | loss: 0.0310387 | val_loss: 0.0312339 | Time: 2817.91 ms
[2020-12-18 15:39:34 main:581] : INFO : Epoch 1568 | loss: 0.0310389 | val_loss: 0.0312221 | Time: 2840.13 ms
[2020-12-18 15:39:37 main:581] : INFO : Epoch 1569 | loss: 0.0310424 | val_loss: 0.0312125 | Time: 2814.57 ms
[2020-12-18 15:39:40 main:581] : INFO : Epoch 1570 | loss: 0.0310427 | val_loss: 0.0312153 | Time: 2812.78 ms
[2020-12-18 15:39:42 main:581] : INFO : Epoch 1571 | loss: 0.0310385 | val_loss: 0.0312202 | Time: 2812.02 ms
[2020-12-18 15:39:45 main:581] : INFO : Epoch 1572 | loss: 0.0310573 | val_loss: 0.0312069 | Time: 2812.28 ms
[2020-12-18 15:39:48 main:581] : INFO : Epoch 1573 | loss: 0.0310693 | val_loss: 0.031209 | Time: 2811.11 ms
[2020-12-18 15:39:51 main:581] : INFO : Epoch 1574 | loss: 0.0310646 | val_loss: 0.0312181 | Time: 2792.64 ms
[2020-12-18 15:39:54 main:581] : INFO : Epoch 1575 | loss: 0.0310567 | val_loss: 0.0312593 | Time: 2810.55 ms
[2020-12-18 15:39:56 main:581] : INFO : Epoch 1576 | loss: 0.0310476 | val_loss: 0.0312447 | Time: 2812.87 ms
[2020-12-18 15:39:59 main:581] : INFO : Epoch 1577 | loss: 0.0310424 | val_loss: 0.0312365 | Time: 2811.78 ms
[2020-12-18 15:40:02 main:581] : INFO : Epoch 1578 | loss: 0.0310404 | val_loss: 0.0312207 | Time: 2862.52 ms
[2020-12-18 15:40:05 main:581] : INFO : Epoch 1579 | loss: 0.0310386 | val_loss: 0.0312288 | Time: 2811.82 ms
[2020-12-18 15:40:08 main:581] : INFO : Epoch 1580 | loss: 0.0310345 | val_loss: 0.0312094 | Time: 2809.03 ms
[2020-12-18 15:40:10 main:581] : INFO : Epoch 1581 | loss: 0.0310334 | val_loss: 0.031227 | Time: 2809.84 ms
[2020-12-18 15:40:13 main:581] : INFO : Epoch 1582 | loss: 0.0310344 | val_loss: 0.0312258 | Time: 2811.65 ms
[2020-12-18 15:40:16 main:581] : INFO : Epoch 1583 | loss: 0.0310374 | val_loss: 0.0312478 | Time: 2813.12 ms
[2020-12-18 15:40:19 main:581] : INFO : Epoch 1584 | loss: 0.0310327 | val_loss: 0.0312126 | Time: 2811.92 ms
[2020-12-18 15:40:22 main:581] : INFO : Epoch 1585 | loss: 0.0310397 | val_loss: 0.0312315 | Time: 2812.66 ms
[2020-12-18 15:40:25 main:581] : INFO : Epoch 1586 | loss: 0.0310638 | val_loss: 0.0312188 | Time: 2806.7 ms
[2020-12-18 15:40:27 main:581] : INFO : Epoch 1587 | loss: 0.0310653 | val_loss: 0.0312086 | Time: 2806.59 ms
[2020-12-18 15:40:30 main:581] : INFO : Epoch 1588 | loss: 0.0310474 | val_loss: 0.0312284 | Time: 2801.84 ms
[2020-12-18 15:40:33 main:581] : INFO : Epoch 1589 | loss: 0.0310506 | val_loss: 0.0312176 | Time: 2828.09 ms
[2020-12-18 15:40:36 main:581] : INFO : Epoch 1590 | loss: 0.031047 | val_loss: 0.0312291 | Time: 2803.3 ms
[2020-12-18 15:40:39 main:581] : INFO : Epoch 1591 | loss: 0.0310419 | val_loss: 0.0312202 | Time: 2814.09 ms
[2020-12-18 15:40:41 main:581] : INFO : Epoch 1592 | loss: 0.0310371 | val_loss: 0.0312382 | Time: 2815.56 ms
[2020-12-18 15:40:44 main:581] : INFO : Epoch 1593 | loss: 0.0310374 | val_loss: 0.0312411 | Time: 2808.79 ms
[2020-12-18 15:40:47 main:581] : INFO : Epoch 1594 | loss: 0.0310399 | val_loss: 0.0312292 | Time: 2808.52 ms
[2020-12-18 15:40:50 main:581] : INFO : Epoch 1595 | loss: 0.031038 | val_loss: 0.0312356 | Time: 2812.4 ms
[2020-12-18 15:40:53 main:581] : INFO : Epoch 1596 | loss: 0.031036 | val_loss: 0.031229 | Time: 2809.77 ms
[2020-12-18 15:40:55 main:581] : INFO : Epoch 1597 | loss: 0.0310358 | val_loss: 0.0312299 | Time: 2807.51 ms
[2020-12-18 15:40:58 main:581] : INFO : Epoch 1598 | loss: 0.0310399 | val_loss: 0.0312466 | Time: 2812.62 ms
[2020-12-18 15:41:01 main:581] : INFO : Epoch 1599 | loss: 0.0310434 | val_loss: 0.0312414 | Time: 2835.1 ms
[2020-12-18 15:41:04 main:581] : INFO : Epoch 1600 | loss: 0.0310331 | val_loss: 0.0312339 | Time: 2830.69 ms
[2020-12-18 15:41:07 main:581] : INFO : Epoch 1601 | loss: 0.0310328 | val_loss: 0.0312563 | Time: 2805.51 ms
[2020-12-18 15:41:10 main:581] : INFO : Epoch 1602 | loss: 0.0310438 | val_loss: 0.031241 | Time: 2806.29 ms
[2020-12-18 15:41:12 main:581] : INFO : Epoch 1603 | loss: 0.0310602 | val_loss: 0.0312277 | Time: 2808.42 ms
[2020-12-18 15:41:15 main:581] : INFO : Epoch 1604 | loss: 0.0310435 | val_loss: 0.0312579 | Time: 2807.36 ms
[2020-12-18 15:41:18 main:581] : INFO : Epoch 1605 | loss: 0.0310342 | val_loss: 0.0312346 | Time: 2806.4 ms
[2020-12-18 15:41:21 main:581] : INFO : Epoch 1606 | loss: 0.0310333 | val_loss: 0.0312424 | Time: 2805.04 ms
[2020-12-18 15:41:24 main:581] : INFO : Epoch 1607 | loss: 0.0310327 | val_loss: 0.0312254 | Time: 2806.57 ms
[2020-12-18 15:41:26 main:581] : INFO : Epoch 1608 | loss: 0.0310397 | val_loss: 0.0312194 | Time: 2806.84 ms
[2020-12-18 15:41:29 main:581] : INFO : Epoch 1609 | loss: 0.0310345 | val_loss: 0.0312462 | Time: 2807.24 ms
[2020-12-18 15:41:32 main:581] : INFO : Epoch 1610 | loss: 0.0310393 | val_loss: 0.0312479 | Time: 2830.03 ms
[2020-12-18 15:41:35 main:581] : INFO : Epoch 1611 | loss: 0.0310325 | val_loss: 0.0312648 | Time: 2803.68 ms
[2020-12-18 15:41:38 main:581] : INFO : Epoch 1612 | loss: 0.0310267 | val_loss: 0.0312433 | Time: 2806.25 ms
[2020-12-18 15:41:40 main:581] : INFO : Epoch 1613 | loss: 0.0310288 | val_loss: 0.0312569 | Time: 2807.14 ms
[2020-12-18 15:41:43 main:581] : INFO : Epoch 1614 | loss: 0.0310591 | val_loss: 0.0312038 | Time: 2814.63 ms
[2020-12-18 15:41:46 main:581] : INFO : Epoch 1615 | loss: 0.0310558 | val_loss: 0.0312132 | Time: 2812.13 ms
[2020-12-18 15:41:49 main:581] : INFO : Epoch 1616 | loss: 0.031045 | val_loss: 0.0312474 | Time: 2820.61 ms
[2020-12-18 15:41:52 main:581] : INFO : Epoch 1617 | loss: 0.0310431 | val_loss: 0.0312522 | Time: 2810.71 ms
[2020-12-18 15:41:55 main:581] : INFO : Epoch 1618 | loss: 0.0310391 | val_loss: 0.0312513 | Time: 2820.33 ms
[2020-12-18 15:41:57 main:581] : INFO : Epoch 1619 | loss: 0.0310367 | val_loss: 0.031249 | Time: 2820.15 ms
[2020-12-18 15:42:00 main:581] : INFO : Epoch 1620 | loss: 0.031034 | val_loss: 0.0312197 | Time: 2836.86 ms
[2020-12-18 15:42:03 main:581] : INFO : Epoch 1621 | loss: 0.0310366 | val_loss: 0.03122 | Time: 2832.15 ms
[2020-12-18 15:42:06 main:581] : INFO : Epoch 1622 | loss: 0.0310345 | val_loss: 0.0312418 | Time: 2800.93 ms
[2020-12-18 15:42:09 main:581] : INFO : Epoch 1623 | loss: 0.0310364 | val_loss: 0.0312414 | Time: 2811.95 ms
[2020-12-18 15:42:11 main:581] : INFO : Epoch 1624 | loss: 0.0310416 | val_loss: 0.0312231 | Time: 2812.47 ms
[2020-12-18 15:42:14 main:581] : INFO : Epoch 1625 | loss: 0.0310399 | val_loss: 0.0312252 | Time: 2815.09 ms
[2020-12-18 15:42:17 main:581] : INFO : Epoch 1626 | loss: 0.0310386 | val_loss: 0.0312597 | Time: 2812.87 ms
[2020-12-18 15:42:20 main:581] : INFO : Epoch 1627 | loss: 0.0310402 | val_loss: 0.0312413 | Time: 2807.65 ms
[2020-12-18 15:42:23 main:581] : INFO : Epoch 1628 | loss: 0.0310386 | val_loss: 0.0312263 | Time: 2810.82 ms
[2020-12-18 15:42:26 main:581] : INFO : Epoch 1629 | loss: 0.0310783 | val_loss: 0.0311772 | Time: 2810.72 ms
[2020-12-18 15:42:28 main:581] : INFO : Epoch 1630 | loss: 0.031144 | val_loss: 0.0311749 | Time: 2808.9 ms
[2020-12-18 15:42:31 main:581] : INFO : Epoch 1631 | loss: 0.0311396 | val_loss: 0.0311681 | Time: 2799.16 ms
[2020-12-18 15:42:34 main:581] : INFO : Epoch 1632 | loss: 0.0311298 | val_loss: 0.0311726 | Time: 2829.02 ms
[2020-12-18 15:42:37 main:581] : INFO : Epoch 1633 | loss: 0.0311232 | val_loss: 0.031176 | Time: 2802.86 ms
[2020-12-18 15:42:40 main:581] : INFO : Epoch 1634 | loss: 0.0311153 | val_loss: 0.0311719 | Time: 2806.31 ms
[2020-12-18 15:42:42 main:581] : INFO : Epoch 1635 | loss: 0.0311143 | val_loss: 0.0311744 | Time: 2801.54 ms
[2020-12-18 15:42:45 main:581] : INFO : Epoch 1636 | loss: 0.0311132 | val_loss: 0.0311756 | Time: 2804.74 ms
[2020-12-18 15:42:48 main:581] : INFO : Epoch 1637 | loss: 0.0311029 | val_loss: 0.0311824 | Time: 2815.42 ms
[2020-12-18 15:42:51 main:581] : INFO : Epoch 1638 | loss: 0.0310954 | val_loss: 0.031185 | Time: 2824.11 ms
[2020-12-18 15:42:54 main:581] : INFO : Epoch 1639 | loss: 0.0310852 | val_loss: 0.0311938 | Time: 2822.22 ms
[2020-12-18 15:42:56 main:581] : INFO : Epoch 1640 | loss: 0.0310825 | val_loss: 0.0312029 | Time: 2821.53 ms
[2020-12-18 15:42:59 main:581] : INFO : Epoch 1641 | loss: 0.0310777 | val_loss: 0.0312089 | Time: 2823.42 ms
[2020-12-18 15:43:02 main:581] : INFO : Epoch 1642 | loss: 0.0310719 | val_loss: 0.0312245 | Time: 2844.68 ms
[2020-12-18 15:43:05 main:581] : INFO : Epoch 1643 | loss: 0.0310651 | val_loss: 0.031239 | Time: 2810.63 ms
[2020-12-18 15:43:08 main:581] : INFO : Epoch 1644 | loss: 0.0310531 | val_loss: 0.0312216 | Time: 2818.25 ms
[2020-12-18 15:43:11 main:581] : INFO : Epoch 1645 | loss: 0.0310529 | val_loss: 0.0312243 | Time: 2815.93 ms
[2020-12-18 15:43:13 main:581] : INFO : Epoch 1646 | loss: 0.0310513 | val_loss: 0.0312211 | Time: 2806.63 ms
[2020-12-18 15:43:16 main:581] : INFO : Epoch 1647 | loss: 0.0310467 | val_loss: 0.0312434 | Time: 2800.84 ms
[2020-12-18 15:43:19 main:581] : INFO : Epoch 1648 | loss: 0.0310453 | val_loss: 0.0312466 | Time: 2811.92 ms
[2020-12-18 15:43:22 main:581] : INFO : Epoch 1649 | loss: 0.0310366 | val_loss: 0.0312295 | Time: 2809.49 ms
[2020-12-18 15:43:25 main:581] : INFO : Epoch 1650 | loss: 0.0310384 | val_loss: 0.0312096 | Time: 2805.13 ms
[2020-12-18 15:43:27 main:581] : INFO : Epoch 1651 | loss: 0.031044 | val_loss: 0.0312193 | Time: 2809.16 ms
[2020-12-18 15:43:30 main:581] : INFO : Epoch 1652 | loss: 0.0310495 | val_loss: 0.0312345 | Time: 2809.38 ms
[2020-12-18 15:43:33 main:581] : INFO : Epoch 1653 | loss: 0.0310498 | val_loss: 0.0312304 | Time: 2836.84 ms
[2020-12-18 15:43:36 main:581] : INFO : Epoch 1654 | loss: 0.0310453 | val_loss: 0.0312522 | Time: 2808.06 ms
[2020-12-18 15:43:39 main:581] : INFO : Epoch 1655 | loss: 0.031039 | val_loss: 0.0312262 | Time: 2810.81 ms
[2020-12-18 15:43:41 main:581] : INFO : Epoch 1656 | loss: 0.0310365 | val_loss: 0.031233 | Time: 2802.52 ms
[2020-12-18 15:43:44 main:581] : INFO : Epoch 1657 | loss: 0.0310368 | val_loss: 0.0312237 | Time: 2808.25 ms
[2020-12-18 15:43:47 main:581] : INFO : Epoch 1658 | loss: 0.0310369 | val_loss: 0.0312331 | Time: 2809.71 ms
[2020-12-18 15:43:50 main:581] : INFO : Epoch 1659 | loss: 0.031038 | val_loss: 0.0312313 | Time: 2813.37 ms
[2020-12-18 15:43:53 main:581] : INFO : Epoch 1660 | loss: 0.0310335 | val_loss: 0.0312544 | Time: 2814.2 ms
[2020-12-18 15:43:56 main:581] : INFO : Epoch 1661 | loss: 0.0310322 | val_loss: 0.0312533 | Time: 2819.3 ms
[2020-12-18 15:43:58 main:581] : INFO : Epoch 1662 | loss: 0.0310377 | val_loss: 0.0312604 | Time: 2813.93 ms
[2020-12-18 15:44:01 main:581] : INFO : Epoch 1663 | loss: 0.0310363 | val_loss: 0.0312584 | Time: 2839.26 ms
[2020-12-18 15:44:04 main:581] : INFO : Epoch 1664 | loss: 0.0310351 | val_loss: 0.0312582 | Time: 2838.08 ms
[2020-12-18 15:44:07 main:581] : INFO : Epoch 1665 | loss: 0.0310316 | val_loss: 0.0312336 | Time: 2816.8 ms
[2020-12-18 15:44:10 main:581] : INFO : Epoch 1666 | loss: 0.0310429 | val_loss: 0.0312326 | Time: 2816.79 ms
[2020-12-18 15:44:13 main:581] : INFO : Epoch 1667 | loss: 0.0310435 | val_loss: 0.0312254 | Time: 2817.36 ms
[2020-12-18 15:44:15 main:581] : INFO : Epoch 1668 | loss: 0.0310362 | val_loss: 0.0312729 | Time: 2817.86 ms
[2020-12-18 15:44:18 main:581] : INFO : Epoch 1669 | loss: 0.0310366 | val_loss: 0.0312438 | Time: 2818.32 ms
[2020-12-18 15:44:21 main:581] : INFO : Epoch 1670 | loss: 0.0310471 | val_loss: 0.0312356 | Time: 2817.59 ms
[2020-12-18 15:44:24 main:581] : INFO : Epoch 1671 | loss: 0.0310512 | val_loss: 0.0312029 | Time: 2817.21 ms
[2020-12-18 15:44:27 main:581] : INFO : Epoch 1672 | loss: 0.0310508 | val_loss: 0.0312363 | Time: 2796.57 ms
[2020-12-18 15:44:29 main:581] : INFO : Epoch 1673 | loss: 0.0310439 | val_loss: 0.0312391 | Time: 2812.1 ms
[2020-12-18 15:44:32 main:581] : INFO : Epoch 1674 | loss: 0.0310499 | val_loss: 0.0312227 | Time: 2832.37 ms
[2020-12-18 15:44:35 main:581] : INFO : Epoch 1675 | loss: 0.0310524 | val_loss: 0.0312463 | Time: 2813.11 ms
[2020-12-18 15:44:38 main:581] : INFO : Epoch 1676 | loss: 0.0310732 | val_loss: 0.0312074 | Time: 2817.87 ms
[2020-12-18 15:44:41 main:581] : INFO : Epoch 1677 | loss: 0.0310667 | val_loss: 0.031241 | Time: 2810.69 ms
[2020-12-18 15:44:43 main:581] : INFO : Epoch 1678 | loss: 0.0310598 | val_loss: 0.0312422 | Time: 2810.17 ms
[2020-12-18 15:44:46 main:581] : INFO : Epoch 1679 | loss: 0.0310587 | val_loss: 0.0312131 | Time: 2799.68 ms
[2020-12-18 15:44:49 main:581] : INFO : Epoch 1680 | loss: 0.0310481 | val_loss: 0.0312143 | Time: 2807.3 ms
[2020-12-18 15:44:52 main:581] : INFO : Epoch 1681 | loss: 0.0310432 | val_loss: 0.0312127 | Time: 2814.52 ms
[2020-12-18 15:44:55 main:581] : INFO : Epoch 1682 | loss: 0.031051 | val_loss: 0.0312467 | Time: 2815.62 ms
[2020-12-18 15:44:58 main:581] : INFO : Epoch 1683 | loss: 0.0310481 | val_loss: 0.0312197 | Time: 2815.45 ms
[2020-12-18 15:45:00 main:581] : INFO : Epoch 1684 | loss: 0.0310433 | val_loss: 0.0312386 | Time: 2807.88 ms
[2020-12-18 15:45:03 main:581] : INFO : Epoch 1685 | loss: 0.0310597 | val_loss: 0.0312151 | Time: 2839.55 ms
[2020-12-18 15:45:06 main:581] : INFO : Epoch 1686 | loss: 0.0310502 | val_loss: 0.0312204 | Time: 2808.14 ms
[2020-12-18 15:45:09 main:581] : INFO : Epoch 1687 | loss: 0.0310551 | val_loss: 0.0312307 | Time: 2817.45 ms
[2020-12-18 15:45:12 main:581] : INFO : Epoch 1688 | loss: 0.0310449 | val_loss: 0.0312393 | Time: 2815.29 ms
[2020-12-18 15:45:14 main:581] : INFO : Epoch 1689 | loss: 0.0310394 | val_loss: 0.0312478 | Time: 2813.82 ms
[2020-12-18 15:45:17 main:581] : INFO : Epoch 1690 | loss: 0.0310467 | val_loss: 0.0312359 | Time: 2817.85 ms
[2020-12-18 15:45:20 main:581] : INFO : Epoch 1691 | loss: 0.0310498 | val_loss: 0.031236 | Time: 2819.8 ms
[2020-12-18 15:45:23 main:581] : INFO : Epoch 1692 | loss: 0.0310561 | val_loss: 0.0312414 | Time: 2814.4 ms
[2020-12-18 15:45:26 main:581] : INFO : Epoch 1693 | loss: 0.0310402 | val_loss: 0.0312404 | Time: 2817.09 ms
[2020-12-18 15:45:29 main:581] : INFO : Epoch 1694 | loss: 0.0310365 | val_loss: 0.0312183 | Time: 2816.21 ms
[2020-12-18 15:45:31 main:581] : INFO : Epoch 1695 | loss: 0.0310577 | val_loss: 0.031222 | Time: 2814.9 ms
[2020-12-18 15:45:34 main:581] : INFO : Epoch 1696 | loss: 0.031051 | val_loss: 0.0312347 | Time: 2832.56 ms
[2020-12-18 15:45:37 main:581] : INFO : Epoch 1697 | loss: 0.0310523 | val_loss: 0.0312301 | Time: 2816.15 ms
[2020-12-18 15:45:40 main:581] : INFO : Epoch 1698 | loss: 0.0310399 | val_loss: 0.0312326 | Time: 2814.21 ms
[2020-12-18 15:45:43 main:581] : INFO : Epoch 1699 | loss: 0.0310394 | val_loss: 0.0312571 | Time: 2817.64 ms
[2020-12-18 15:45:45 main:581] : INFO : Epoch 1700 | loss: 0.0310372 | val_loss: 0.0312227 | Time: 2813.01 ms
[2020-12-18 15:45:48 main:581] : INFO : Epoch 1701 | loss: 0.0310436 | val_loss: 0.0312313 | Time: 2817.73 ms
[2020-12-18 15:45:51 main:581] : INFO : Epoch 1702 | loss: 0.0310478 | val_loss: 0.0312171 | Time: 2818.88 ms
[2020-12-18 15:45:54 main:581] : INFO : Epoch 1703 | loss: 0.0310457 | val_loss: 0.0312191 | Time: 2814.79 ms
[2020-12-18 15:45:57 main:581] : INFO : Epoch 1704 | loss: 0.0310344 | val_loss: 0.031235 | Time: 2813.25 ms
[2020-12-18 15:46:00 main:581] : INFO : Epoch 1705 | loss: 0.0310332 | val_loss: 0.0312249 | Time: 2816.78 ms
[2020-12-18 15:46:02 main:581] : INFO : Epoch 1706 | loss: 0.0310371 | val_loss: 0.0312318 | Time: 2848.29 ms
[2020-12-18 15:46:05 main:581] : INFO : Epoch 1707 | loss: 0.031026 | val_loss: 0.0312282 | Time: 2808.16 ms
[2020-12-18 15:46:08 main:581] : INFO : Epoch 1708 | loss: 0.0310253 | val_loss: 0.0312376 | Time: 2813.66 ms
[2020-12-18 15:46:11 main:581] : INFO : Epoch 1709 | loss: 0.0310279 | val_loss: 0.0312552 | Time: 2813.37 ms
[2020-12-18 15:46:14 main:581] : INFO : Epoch 1710 | loss: 0.0310366 | val_loss: 0.0312122 | Time: 2809.38 ms
[2020-12-18 15:46:16 main:581] : INFO : Epoch 1711 | loss: 0.0310453 | val_loss: 0.0312398 | Time: 2815.21 ms
[2020-12-18 15:46:19 main:581] : INFO : Epoch 1712 | loss: 0.0310379 | val_loss: 0.0312595 | Time: 2812.69 ms
[2020-12-18 15:46:22 main:581] : INFO : Epoch 1713 | loss: 0.0310346 | val_loss: 0.031232 | Time: 2813.29 ms
[2020-12-18 15:46:25 main:581] : INFO : Epoch 1714 | loss: 0.0310319 | val_loss: 0.0312385 | Time: 2815.71 ms
[2020-12-18 15:46:28 main:581] : INFO : Epoch 1715 | loss: 0.0310366 | val_loss: 0.0312021 | Time: 2819.37 ms
[2020-12-18 15:46:31 main:581] : INFO : Epoch 1716 | loss: 0.0310496 | val_loss: 0.0312269 | Time: 2816.61 ms
[2020-12-18 15:46:33 main:581] : INFO : Epoch 1717 | loss: 0.0310457 | val_loss: 0.0312273 | Time: 2834.48 ms
[2020-12-18 15:46:36 main:581] : INFO : Epoch 1718 | loss: 0.031042 | val_loss: 0.0312463 | Time: 2816.01 ms
[2020-12-18 15:46:39 main:581] : INFO : Epoch 1719 | loss: 0.0310408 | val_loss: 0.0312265 | Time: 2790.9 ms
[2020-12-18 15:46:42 main:581] : INFO : Epoch 1720 | loss: 0.0310344 | val_loss: 0.0312542 | Time: 2816.08 ms
[2020-12-18 15:46:45 main:581] : INFO : Epoch 1721 | loss: 0.0310338 | val_loss: 0.031224 | Time: 2813.79 ms
[2020-12-18 15:46:47 main:581] : INFO : Epoch 1722 | loss: 0.0310384 | val_loss: 0.0312357 | Time: 2817.1 ms
[2020-12-18 15:46:50 main:581] : INFO : Epoch 1723 | loss: 0.0310329 | val_loss: 0.031232 | Time: 2811.91 ms
[2020-12-18 15:46:53 main:581] : INFO : Epoch 1724 | loss: 0.0310331 | val_loss: 0.0312254 | Time: 2815.38 ms
[2020-12-18 15:46:56 main:581] : INFO : Epoch 1725 | loss: 0.03103 | val_loss: 0.0312385 | Time: 2815.76 ms
[2020-12-18 15:46:59 main:581] : INFO : Epoch 1726 | loss: 0.0310469 | val_loss: 0.0312147 | Time: 2789.26 ms
[2020-12-18 15:47:01 main:581] : INFO : Epoch 1727 | loss: 0.0310471 | val_loss: 0.0312172 | Time: 2841.78 ms
[2020-12-18 15:47:04 main:581] : INFO : Epoch 1728 | loss: 0.0310517 | val_loss: 0.031227 | Time: 2821.38 ms
[2020-12-18 15:47:07 main:581] : INFO : Epoch 1729 | loss: 0.0310397 | val_loss: 0.0312221 | Time: 2815.15 ms
[2020-12-18 15:47:10 main:581] : INFO : Epoch 1730 | loss: 0.0310375 | val_loss: 0.0312251 | Time: 2810.56 ms
[2020-12-18 15:47:13 main:581] : INFO : Epoch 1731 | loss: 0.0310443 | val_loss: 0.0312262 | Time: 2816.03 ms
[2020-12-18 15:47:16 main:581] : INFO : Epoch 1732 | loss: 0.031072 | val_loss: 0.0312312 | Time: 2821.96 ms
[2020-12-18 15:47:18 main:581] : INFO : Epoch 1733 | loss: 0.0310837 | val_loss: 0.03123 | Time: 2807.1 ms
[2020-12-18 15:47:21 main:581] : INFO : Epoch 1734 | loss: 0.0311468 | val_loss: 0.0313346 | Time: 2808.12 ms
[2020-12-18 15:47:24 main:581] : INFO : Epoch 1735 | loss: 0.03108 | val_loss: 0.0312225 | Time: 2794.7 ms
[2020-12-18 15:47:27 main:581] : INFO : Epoch 1736 | loss: 0.0310528 | val_loss: 0.0312593 | Time: 2800.46 ms
[2020-12-18 15:47:30 main:581] : INFO : Epoch 1737 | loss: 0.0310509 | val_loss: 0.0312204 | Time: 2806.95 ms
[2020-12-18 15:47:32 main:581] : INFO : Epoch 1738 | loss: 0.0310425 | val_loss: 0.0312421 | Time: 2835.49 ms
[2020-12-18 15:47:35 main:581] : INFO : Epoch 1739 | loss: 0.0310419 | val_loss: 0.0312443 | Time: 2809.22 ms
[2020-12-18 15:47:38 main:581] : INFO : Epoch 1740 | loss: 0.0310446 | val_loss: 0.0312321 | Time: 2813.42 ms
[2020-12-18 15:47:41 main:581] : INFO : Epoch 1741 | loss: 0.0310424 | val_loss: 0.0312402 | Time: 2810.94 ms
[2020-12-18 15:47:44 main:581] : INFO : Epoch 1742 | loss: 0.0310366 | val_loss: 0.0312307 | Time: 2809.73 ms
[2020-12-18 15:47:46 main:581] : INFO : Epoch 1743 | loss: 0.0310439 | val_loss: 0.0312174 | Time: 2812.85 ms
[2020-12-18 15:47:49 main:581] : INFO : Epoch 1744 | loss: 0.0310614 | val_loss: 0.0312105 | Time: 2815.17 ms
[2020-12-18 15:47:52 main:581] : INFO : Epoch 1745 | loss: 0.0310613 | val_loss: 0.0312469 | Time: 2813.64 ms
[2020-12-18 15:47:55 main:581] : INFO : Epoch 1746 | loss: 0.0310546 | val_loss: 0.031227 | Time: 2817.2 ms
[2020-12-18 15:47:58 main:581] : INFO : Epoch 1747 | loss: 0.031041 | val_loss: 0.0312612 | Time: 2817.81 ms
[2020-12-18 15:48:01 main:581] : INFO : Epoch 1748 | loss: 0.0310419 | val_loss: 0.0312102 | Time: 2833.94 ms
[2020-12-18 15:48:03 main:581] : INFO : Epoch 1749 | loss: 0.031041 | val_loss: 0.0312063 | Time: 2835.74 ms
[2020-12-18 15:48:06 main:581] : INFO : Epoch 1750 | loss: 0.03104 | val_loss: 0.0312359 | Time: 2807.58 ms
[2020-12-18 15:48:09 main:581] : INFO : Epoch 1751 | loss: 0.0310358 | val_loss: 0.0312533 | Time: 2817.05 ms
[2020-12-18 15:48:12 main:581] : INFO : Epoch 1752 | loss: 0.0310416 | val_loss: 0.0312281 | Time: 2812.65 ms
[2020-12-18 15:48:15 main:581] : INFO : Epoch 1753 | loss: 0.0310371 | val_loss: 0.0312251 | Time: 2814.32 ms
[2020-12-18 15:48:17 main:581] : INFO : Epoch 1754 | loss: 0.0310321 | val_loss: 0.031229 | Time: 2815.04 ms
[2020-12-18 15:48:20 main:581] : INFO : Epoch 1755 | loss: 0.0310409 | val_loss: 0.0312303 | Time: 2812.98 ms
[2020-12-18 15:48:23 main:581] : INFO : Epoch 1756 | loss: 0.0310499 | val_loss: 0.0312437 | Time: 2805.86 ms
[2020-12-18 15:48:26 main:581] : INFO : Epoch 1757 | loss: 0.0310508 | val_loss: 0.0312458 | Time: 2816.65 ms
[2020-12-18 15:48:29 main:581] : INFO : Epoch 1758 | loss: 0.031041 | val_loss: 0.03124 | Time: 2812.25 ms
[2020-12-18 15:48:32 main:581] : INFO : Epoch 1759 | loss: 0.0310365 | val_loss: 0.0312412 | Time: 2816.65 ms
[2020-12-18 15:48:34 main:581] : INFO : Epoch 1760 | loss: 0.0310335 | val_loss: 0.031233 | Time: 2815.8 ms
[2020-12-18 15:48:37 main:581] : INFO : Epoch 1761 | loss: 0.0310336 | val_loss: 0.031257 | Time: 2816.14 ms
[2020-12-18 15:48:40 main:581] : INFO : Epoch 1762 | loss: 0.0310335 | val_loss: 0.0312534 | Time: 2810.28 ms
[2020-12-18 15:48:43 main:581] : INFO : Epoch 1763 | loss: 0.0310364 | val_loss: 0.0312468 | Time: 2816.64 ms
[2020-12-18 15:48:46 main:581] : INFO : Epoch 1764 | loss: 0.0310384 | val_loss: 0.0312383 | Time: 2817.62 ms
[2020-12-18 15:48:48 main:581] : INFO : Epoch 1765 | loss: 0.0310406 | val_loss: 0.0312338 | Time: 2816.9 ms
[2020-12-18 15:48:51 main:581] : INFO : Epoch 1766 | loss: 0.0310428 | val_loss: 0.0312356 | Time: 2811.52 ms
[2020-12-18 15:48:54 main:581] : INFO : Epoch 1767 | loss: 0.0310377 | val_loss: 0.0312232 | Time: 2806.54 ms
[2020-12-18 15:48:57 main:581] : INFO : Epoch 1768 | loss: 0.0310497 | val_loss: 0.0312414 | Time: 2808.76 ms
[2020-12-18 15:49:00 main:581] : INFO : Epoch 1769 | loss: 0.0310406 | val_loss: 0.0312368 | Time: 2814.55 ms
[2020-12-18 15:49:03 main:581] : INFO : Epoch 1770 | loss: 0.0310324 | val_loss: 0.0312247 | Time: 2820.55 ms
[2020-12-18 15:49:05 main:581] : INFO : Epoch 1771 | loss: 0.0310344 | val_loss: 0.0312221 | Time: 2805.15 ms
[2020-12-18 15:49:08 main:581] : INFO : Epoch 1772 | loss: 0.0310355 | val_loss: 0.0312272 | Time: 2802.08 ms
[2020-12-18 15:49:11 main:581] : INFO : Epoch 1773 | loss: 0.0310371 | val_loss: 0.0312431 | Time: 2802.63 ms
[2020-12-18 15:49:14 main:581] : INFO : Epoch 1774 | loss: 0.0310357 | val_loss: 0.0312486 | Time: 2814.79 ms
[2020-12-18 15:49:17 main:581] : INFO : Epoch 1775 | loss: 0.0310313 | val_loss: 0.0312082 | Time: 2808.62 ms
[2020-12-18 15:49:19 main:581] : INFO : Epoch 1776 | loss: 0.0310383 | val_loss: 0.0312196 | Time: 2815.15 ms
[2020-12-18 15:49:22 main:581] : INFO : Epoch 1777 | loss: 0.0310352 | val_loss: 0.0312439 | Time: 2811.3 ms
[2020-12-18 15:49:25 main:581] : INFO : Epoch 1778 | loss: 0.0310336 | val_loss: 0.0312537 | Time: 2818.89 ms
[2020-12-18 15:49:28 main:581] : INFO : Epoch 1779 | loss: 0.0310317 | val_loss: 0.0312496 | Time: 2818.61 ms
[2020-12-18 15:49:31 main:581] : INFO : Epoch 1780 | loss: 0.0310353 | val_loss: 0.0312344 | Time: 2812.57 ms
[2020-12-18 15:49:33 main:581] : INFO : Epoch 1781 | loss: 0.0310448 | val_loss: 0.031222 | Time: 2840.45 ms
[2020-12-18 15:49:36 main:581] : INFO : Epoch 1782 | loss: 0.0310408 | val_loss: 0.0312399 | Time: 2816.67 ms
[2020-12-18 15:49:39 main:581] : INFO : Epoch 1783 | loss: 0.0310466 | val_loss: 0.0312454 | Time: 2816.86 ms
[2020-12-18 15:49:42 main:581] : INFO : Epoch 1784 | loss: 0.0310367 | val_loss: 0.0312388 | Time: 2788.05 ms
[2020-12-18 15:49:45 main:581] : INFO : Epoch 1785 | loss: 0.0310518 | val_loss: 0.0312253 | Time: 2815.95 ms
[2020-12-18 15:49:48 main:581] : INFO : Epoch 1786 | loss: 0.0310454 | val_loss: 0.0312545 | Time: 2816.66 ms
[2020-12-18 15:49:50 main:581] : INFO : Epoch 1787 | loss: 0.0310406 | val_loss: 0.0312413 | Time: 2816.53 ms
[2020-12-18 15:49:53 main:581] : INFO : Epoch 1788 | loss: 0.0310328 | val_loss: 0.031234 | Time: 2813 ms
[2020-12-18 15:49:56 main:581] : INFO : Epoch 1789 | loss: 0.0310399 | val_loss: 0.0312528 | Time: 2786.96 ms
[2020-12-18 15:49:59 main:581] : INFO : Epoch 1790 | loss: 0.0310409 | val_loss: 0.0312262 | Time: 2815.9 ms
[2020-12-18 15:50:02 main:581] : INFO : Epoch 1791 | loss: 0.0310378 | val_loss: 0.0312123 | Time: 2819.39 ms
[2020-12-18 15:50:04 main:581] : INFO : Epoch 1792 | loss: 0.031044 | val_loss: 0.031232 | Time: 2817.3 ms
[2020-12-18 15:50:07 main:581] : INFO : Epoch 1793 | loss: 0.031045 | val_loss: 0.0312403 | Time: 2816.17 ms
[2020-12-18 15:50:10 main:581] : INFO : Epoch 1794 | loss: 0.0310489 | val_loss: 0.0312177 | Time: 2816.06 ms
[2020-12-18 15:50:13 main:581] : INFO : Epoch 1795 | loss: 0.0310479 | val_loss: 0.0312127 | Time: 2818.15 ms
[2020-12-18 15:50:16 main:581] : INFO : Epoch 1796 | loss: 0.0310385 | val_loss: 0.031224 | Time: 2815.98 ms
[2020-12-18 15:50:18 main:581] : INFO : Epoch 1797 | loss: 0.0310345 | val_loss: 0.0312321 | Time: 2817.87 ms
[2020-12-18 15:50:21 main:581] : INFO : Epoch 1798 | loss: 0.031036 | val_loss: 0.0312116 | Time: 2788.3 ms
[2020-12-18 15:50:24 main:581] : INFO : Epoch 1799 | loss: 0.0310353 | val_loss: 0.0312353 | Time: 2814.05 ms
[2020-12-18 15:50:27 main:581] : INFO : Epoch 1800 | loss: 0.0310315 | val_loss: 0.0312221 | Time: 2811.59 ms
[2020-12-18 15:50:30 main:581] : INFO : Epoch 1801 | loss: 0.0310423 | val_loss: 0.0312368 | Time: 2816.14 ms
[2020-12-18 15:50:33 main:581] : INFO : Epoch 1802 | loss: 0.0310387 | val_loss: 0.0312157 | Time: 2839.12 ms
[2020-12-18 15:50:35 main:581] : INFO : Epoch 1803 | loss: 0.0310419 | val_loss: 0.0312484 | Time: 2784.27 ms
[2020-12-18 15:50:38 main:581] : INFO : Epoch 1804 | loss: 0.0310348 | val_loss: 0.0312265 | Time: 2814.79 ms
[2020-12-18 15:50:41 main:581] : INFO : Epoch 1805 | loss: 0.0310471 | val_loss: 0.0312177 | Time: 2816.75 ms
[2020-12-18 15:50:44 main:581] : INFO : Epoch 1806 | loss: 0.0310584 | val_loss: 0.0312259 | Time: 2817.19 ms
[2020-12-18 15:50:47 main:581] : INFO : Epoch 1807 | loss: 0.0310474 | val_loss: 0.0312211 | Time: 2815.8 ms
[2020-12-18 15:50:49 main:581] : INFO : Epoch 1808 | loss: 0.0310384 | val_loss: 0.0312306 | Time: 2815.24 ms
[2020-12-18 15:50:52 main:581] : INFO : Epoch 1809 | loss: 0.0310398 | val_loss: 0.0312296 | Time: 2817.39 ms
[2020-12-18 15:50:55 main:581] : INFO : Epoch 1810 | loss: 0.0310386 | val_loss: 0.0312435 | Time: 2814.78 ms
[2020-12-18 15:50:58 main:581] : INFO : Epoch 1811 | loss: 0.0310328 | val_loss: 0.0312205 | Time: 2818.09 ms
[2020-12-18 15:51:01 main:581] : INFO : Epoch 1812 | loss: 0.0310472 | val_loss: 0.0312065 | Time: 2837.86 ms
[2020-12-18 15:51:04 main:581] : INFO : Epoch 1813 | loss: 0.0310489 | val_loss: 0.031275 | Time: 2840.72 ms
[2020-12-18 15:51:06 main:581] : INFO : Epoch 1814 | loss: 0.0310555 | val_loss: 0.0312086 | Time: 2816.01 ms
[2020-12-18 15:51:09 main:581] : INFO : Epoch 1815 | loss: 0.0310544 | val_loss: 0.0312294 | Time: 2815.04 ms
[2020-12-18 15:51:12 main:581] : INFO : Epoch 1816 | loss: 0.0310459 | val_loss: 0.0312476 | Time: 2815.62 ms
[2020-12-18 15:51:15 main:581] : INFO : Epoch 1817 | loss: 0.0310411 | val_loss: 0.0312282 | Time: 2813.08 ms
[2020-12-18 15:51:18 main:581] : INFO : Epoch 1818 | loss: 0.0310349 | val_loss: 0.0312269 | Time: 2812.06 ms
[2020-12-18 15:51:20 main:581] : INFO : Epoch 1819 | loss: 0.0310295 | val_loss: 0.0312466 | Time: 2783.41 ms
[2020-12-18 15:51:23 main:581] : INFO : Epoch 1820 | loss: 0.0310474 | val_loss: 0.031218 | Time: 2811.53 ms
[2020-12-18 15:51:26 main:581] : INFO : Epoch 1821 | loss: 0.0310428 | val_loss: 0.0312339 | Time: 2811.21 ms
[2020-12-18 15:51:29 main:581] : INFO : Epoch 1822 | loss: 0.0310401 | val_loss: 0.0312284 | Time: 2811.09 ms
[2020-12-18 15:51:32 main:581] : INFO : Epoch 1823 | loss: 0.031038 | val_loss: 0.0312477 | Time: 2818.97 ms
[2020-12-18 15:51:34 main:581] : INFO : Epoch 1824 | loss: 0.0310378 | val_loss: 0.0312549 | Time: 2812.35 ms
[2020-12-18 15:51:37 main:581] : INFO : Epoch 1825 | loss: 0.0310353 | val_loss: 0.0312545 | Time: 2803.99 ms
[2020-12-18 15:51:40 main:581] : INFO : Epoch 1826 | loss: 0.0310371 | val_loss: 0.0311973 | Time: 2805.86 ms
[2020-12-18 15:51:43 main:581] : INFO : Epoch 1827 | loss: 0.0310535 | val_loss: 0.0312234 | Time: 2813.38 ms
[2020-12-18 15:51:46 main:581] : INFO : Epoch 1828 | loss: 0.0310396 | val_loss: 0.0312449 | Time: 2819.11 ms
[2020-12-18 15:51:49 main:581] : INFO : Epoch 1829 | loss: 0.0310427 | val_loss: 0.0312117 | Time: 2811.8 ms
[2020-12-18 15:51:51 main:581] : INFO : Epoch 1830 | loss: 0.0310375 | val_loss: 0.0312199 | Time: 2818.71 ms
[2020-12-18 15:51:54 main:581] : INFO : Epoch 1831 | loss: 0.0310524 | val_loss: 0.0312172 | Time: 2803.98 ms
[2020-12-18 15:51:57 main:581] : INFO : Epoch 1832 | loss: 0.0310426 | val_loss: 0.0312271 | Time: 2820.49 ms
[2020-12-18 15:52:00 main:581] : INFO : Epoch 1833 | loss: 0.0310414 | val_loss: 0.0312293 | Time: 2818.06 ms
[2020-12-18 15:52:03 main:581] : INFO : Epoch 1834 | loss: 0.0310433 | val_loss: 0.0312399 | Time: 2838.69 ms
[2020-12-18 15:52:05 main:581] : INFO : Epoch 1835 | loss: 0.0310374 | val_loss: 0.0312359 | Time: 2817.4 ms
[2020-12-18 15:52:08 main:581] : INFO : Epoch 1836 | loss: 0.0310358 | val_loss: 0.0312357 | Time: 2804.05 ms
[2020-12-18 15:52:11 main:581] : INFO : Epoch 1837 | loss: 0.0310635 | val_loss: 0.0312222 | Time: 2814.16 ms
[2020-12-18 15:52:14 main:581] : INFO : Epoch 1838 | loss: 0.0310712 | val_loss: 0.0312061 | Time: 2814.91 ms
[2020-12-18 15:52:17 main:581] : INFO : Epoch 1839 | loss: 0.0310695 | val_loss: 0.0312315 | Time: 2810.47 ms
[2020-12-18 15:52:20 main:581] : INFO : Epoch 1840 | loss: 0.0310477 | val_loss: 0.0312435 | Time: 2813.93 ms
[2020-12-18 15:52:22 main:581] : INFO : Epoch 1841 | loss: 0.0310404 | val_loss: 0.0312354 | Time: 2812.7 ms
[2020-12-18 15:52:25 main:581] : INFO : Epoch 1842 | loss: 0.0310393 | val_loss: 0.0312256 | Time: 2813.56 ms
[2020-12-18 15:52:28 main:581] : INFO : Epoch 1843 | loss: 0.0310523 | val_loss: 0.0312085 | Time: 2815.3 ms
[2020-12-18 15:52:31 main:581] : INFO : Epoch 1844 | loss: 0.0310416 | val_loss: 0.0312591 | Time: 2816.52 ms
[2020-12-18 15:52:34 main:581] : INFO : Epoch 1845 | loss: 0.0310404 | val_loss: 0.0312375 | Time: 2840.54 ms
[2020-12-18 15:52:36 main:581] : INFO : Epoch 1846 | loss: 0.0310381 | val_loss: 0.0312335 | Time: 2817.54 ms
[2020-12-18 15:52:39 main:581] : INFO : Epoch 1847 | loss: 0.0310448 | val_loss: 0.0312683 | Time: 2813.05 ms
[2020-12-18 15:52:42 main:581] : INFO : Epoch 1848 | loss: 0.0310508 | val_loss: 0.0312103 | Time: 2816.45 ms
[2020-12-18 15:52:45 main:581] : INFO : Epoch 1849 | loss: 0.0310564 | val_loss: 0.0312408 | Time: 2812.32 ms
[2020-12-18 15:52:48 main:581] : INFO : Epoch 1850 | loss: 0.0310532 | val_loss: 0.031232 | Time: 2805.64 ms
[2020-12-18 15:52:51 main:581] : INFO : Epoch 1851 | loss: 0.0310449 | val_loss: 0.0312169 | Time: 2815.14 ms
[2020-12-18 15:52:53 main:581] : INFO : Epoch 1852 | loss: 0.0310373 | val_loss: 0.0312424 | Time: 2810.5 ms
[2020-12-18 15:52:56 main:581] : INFO : Epoch 1853 | loss: 0.0310312 | val_loss: 0.0312333 | Time: 2810.3 ms
[2020-12-18 15:52:59 main:581] : INFO : Epoch 1854 | loss: 0.0310282 | val_loss: 0.0312303 | Time: 2796.72 ms
[2020-12-18 15:53:02 main:581] : INFO : Epoch 1855 | loss: 0.031026 | val_loss: 0.0312262 | Time: 2842.39 ms
[2020-12-18 15:53:05 main:581] : INFO : Epoch 1856 | loss: 0.0310355 | val_loss: 0.0312464 | Time: 2817.04 ms
[2020-12-18 15:53:07 main:581] : INFO : Epoch 1857 | loss: 0.0310382 | val_loss: 0.0312323 | Time: 2813.13 ms
[2020-12-18 15:53:10 main:581] : INFO : Epoch 1858 | loss: 0.0310374 | val_loss: 0.0312238 | Time: 2814.25 ms
[2020-12-18 15:53:13 main:581] : INFO : Epoch 1859 | loss: 0.0310365 | val_loss: 0.03124 | Time: 2814.79 ms
[2020-12-18 15:53:16 main:581] : INFO : Epoch 1860 | loss: 0.031031 | val_loss: 0.0312387 | Time: 2813.19 ms
[2020-12-18 15:53:19 main:581] : INFO : Epoch 1861 | loss: 0.0310345 | val_loss: 0.031262 | Time: 2821.4 ms
[2020-12-18 15:53:21 main:581] : INFO : Epoch 1862 | loss: 0.031037 | val_loss: 0.0312264 | Time: 2811.66 ms
[2020-12-18 15:53:24 main:581] : INFO : Epoch 1863 | loss: 0.0310347 | val_loss: 0.0312338 | Time: 2812.02 ms
[2020-12-18 15:53:27 main:581] : INFO : Epoch 1864 | loss: 0.0310303 | val_loss: 0.0312361 | Time: 2816.8 ms
[2020-12-18 15:53:30 main:581] : INFO : Epoch 1865 | loss: 0.0310364 | val_loss: 0.0312376 | Time: 2818.57 ms
[2020-12-18 15:53:33 main:581] : INFO : Epoch 1866 | loss: 0.0310354 | val_loss: 0.0312227 | Time: 2815.34 ms
[2020-12-18 15:53:36 main:581] : INFO : Epoch 1867 | loss: 0.0310388 | val_loss: 0.0312124 | Time: 2807.84 ms
[2020-12-18 15:53:38 main:581] : INFO : Epoch 1868 | loss: 0.0310493 | val_loss: 0.0312113 | Time: 2818.4 ms
[2020-12-18 15:53:41 main:581] : INFO : Epoch 1869 | loss: 0.0310663 | val_loss: 0.0312273 | Time: 2806.31 ms
[2020-12-18 15:53:44 main:581] : INFO : Epoch 1870 | loss: 0.0310883 | val_loss: 0.031243 | Time: 2807.75 ms
[2020-12-18 15:53:47 main:581] : INFO : Epoch 1871 | loss: 0.0310918 | val_loss: 0.0312097 | Time: 2815.31 ms
[2020-12-18 15:53:50 main:581] : INFO : Epoch 1872 | loss: 0.0310636 | val_loss: 0.0312366 | Time: 2818.82 ms
[2020-12-18 15:53:52 main:581] : INFO : Epoch 1873 | loss: 0.0310522 | val_loss: 0.031233 | Time: 2815.09 ms
[2020-12-18 15:53:55 main:581] : INFO : Epoch 1874 | loss: 0.031046 | val_loss: 0.0312141 | Time: 2814.12 ms
[2020-12-18 15:53:58 main:581] : INFO : Epoch 1875 | loss: 0.0310445 | val_loss: 0.0312196 | Time: 2816.64 ms
[2020-12-18 15:54:01 main:581] : INFO : Epoch 1876 | loss: 0.0310442 | val_loss: 0.031241 | Time: 2838.83 ms
[2020-12-18 15:54:04 main:581] : INFO : Epoch 1877 | loss: 0.0310401 | val_loss: 0.0312307 | Time: 2842.98 ms
[2020-12-18 15:54:07 main:581] : INFO : Epoch 1878 | loss: 0.0310353 | val_loss: 0.0312483 | Time: 2816.94 ms
[2020-12-18 15:54:09 main:581] : INFO : Epoch 1879 | loss: 0.031029 | val_loss: 0.0312323 | Time: 2816.75 ms
[2020-12-18 15:54:12 main:581] : INFO : Epoch 1880 | loss: 0.0310383 | val_loss: 0.0312357 | Time: 2817.06 ms
[2020-12-18 15:54:15 main:581] : INFO : Epoch 1881 | loss: 0.031033 | val_loss: 0.0312369 | Time: 2819.38 ms
[2020-12-18 15:54:18 main:581] : INFO : Epoch 1882 | loss: 0.0310373 | val_loss: 0.0312473 | Time: 2788.7 ms
[2020-12-18 15:54:21 main:581] : INFO : Epoch 1883 | loss: 0.0310358 | val_loss: 0.0312469 | Time: 2817.81 ms
[2020-12-18 15:54:23 main:581] : INFO : Epoch 1884 | loss: 0.0310331 | val_loss: 0.0312338 | Time: 2816.23 ms
[2020-12-18 15:54:26 main:581] : INFO : Epoch 1885 | loss: 0.0310395 | val_loss: 0.0312333 | Time: 2815.26 ms
[2020-12-18 15:54:29 main:581] : INFO : Epoch 1886 | loss: 0.0310428 | val_loss: 0.0312212 | Time: 2811.41 ms
[2020-12-18 15:54:32 main:581] : INFO : Epoch 1887 | loss: 0.0310396 | val_loss: 0.0312332 | Time: 2823.29 ms
[2020-12-18 15:54:35 main:581] : INFO : Epoch 1888 | loss: 0.0310493 | val_loss: 0.0312142 | Time: 2807.31 ms
[2020-12-18 15:54:38 main:581] : INFO : Epoch 1889 | loss: 0.0310471 | val_loss: 0.0312352 | Time: 2809.25 ms
[2020-12-18 15:54:40 main:581] : INFO : Epoch 1890 | loss: 0.0310364 | val_loss: 0.031242 | Time: 2814.35 ms
[2020-12-18 15:54:43 main:581] : INFO : Epoch 1891 | loss: 0.0310361 | val_loss: 0.0312432 | Time: 2806.19 ms
[2020-12-18 15:54:46 main:581] : INFO : Epoch 1892 | loss: 0.0310407 | val_loss: 0.0312448 | Time: 2809.24 ms
[2020-12-18 15:54:49 main:581] : INFO : Epoch 1893 | loss: 0.0310395 | val_loss: 0.0312242 | Time: 2804.18 ms
[2020-12-18 15:54:52 main:581] : INFO : Epoch 1894 | loss: 0.0310379 | val_loss: 0.0312279 | Time: 2813.06 ms
[2020-12-18 15:54:54 main:581] : INFO : Epoch 1895 | loss: 0.031036 | val_loss: 0.0312303 | Time: 2808.17 ms
[2020-12-18 15:54:57 main:581] : INFO : Epoch 1896 | loss: 0.0310324 | val_loss: 0.0312407 | Time: 2815.25 ms
[2020-12-18 15:55:00 main:581] : INFO : Epoch 1897 | loss: 0.0310346 | val_loss: 0.0312313 | Time: 2839.24 ms
[2020-12-18 15:55:03 main:581] : INFO : Epoch 1898 | loss: 0.0310374 | val_loss: 0.0312204 | Time: 2840.33 ms
[2020-12-18 15:55:06 main:581] : INFO : Epoch 1899 | loss: 0.031038 | val_loss: 0.0312255 | Time: 2820.32 ms
[2020-12-18 15:55:08 main:581] : INFO : Epoch 1900 | loss: 0.0310326 | val_loss: 0.0312426 | Time: 2800.33 ms
[2020-12-18 15:55:11 main:581] : INFO : Epoch 1901 | loss: 0.0310364 | val_loss: 0.0312194 | Time: 2813.52 ms
[2020-12-18 15:55:14 main:581] : INFO : Epoch 1902 | loss: 0.0310341 | val_loss: 0.0312296 | Time: 2815.28 ms
[2020-12-18 15:55:17 main:581] : INFO : Epoch 1903 | loss: 0.0310338 | val_loss: 0.0312345 | Time: 2814.46 ms
[2020-12-18 15:55:20 main:581] : INFO : Epoch 1904 | loss: 0.0310311 | val_loss: 0.0312312 | Time: 2812.09 ms
[2020-12-18 15:55:23 main:581] : INFO : Epoch 1905 | loss: 0.0310358 | val_loss: 0.0312388 | Time: 2813.21 ms
[2020-12-18 15:55:25 main:581] : INFO : Epoch 1906 | loss: 0.0310338 | val_loss: 0.0312336 | Time: 2806.14 ms
[2020-12-18 15:55:28 main:581] : INFO : Epoch 1907 | loss: 0.0310403 | val_loss: 0.0312422 | Time: 2819.06 ms
[2020-12-18 15:55:31 main:581] : INFO : Epoch 1908 | loss: 0.0310406 | val_loss: 0.0312394 | Time: 2813.09 ms
[2020-12-18 15:55:34 main:581] : INFO : Epoch 1909 | loss: 0.0310372 | val_loss: 0.0312349 | Time: 2839.53 ms
[2020-12-18 15:55:37 main:581] : INFO : Epoch 1910 | loss: 0.0310453 | val_loss: 0.0312065 | Time: 2816.1 ms
[2020-12-18 15:55:39 main:581] : INFO : Epoch 1911 | loss: 0.0310539 | val_loss: 0.0312521 | Time: 2813.27 ms
[2020-12-18 15:55:42 main:581] : INFO : Epoch 1912 | loss: 0.0310427 | val_loss: 0.0312392 | Time: 2810.53 ms
[2020-12-18 15:55:45 main:581] : INFO : Epoch 1913 | loss: 0.0310525 | val_loss: 0.0312158 | Time: 2811.71 ms
[2020-12-18 15:55:48 main:581] : INFO : Epoch 1914 | loss: 0.0310504 | val_loss: 0.0312354 | Time: 2812.13 ms
[2020-12-18 15:55:51 main:581] : INFO : Epoch 1915 | loss: 0.0310436 | val_loss: 0.0312259 | Time: 2791.49 ms
[2020-12-18 15:55:54 main:581] : INFO : Epoch 1916 | loss: 0.0310428 | val_loss: 0.0312283 | Time: 2811.13 ms
[2020-12-18 15:55:56 main:581] : INFO : Epoch 1917 | loss: 0.0310491 | val_loss: 0.0312149 | Time: 2811.32 ms
[2020-12-18 15:55:59 main:581] : INFO : Epoch 1918 | loss: 0.0310502 | val_loss: 0.0312305 | Time: 2819.17 ms
[2020-12-18 15:56:02 main:581] : INFO : Epoch 1919 | loss: 0.0310375 | val_loss: 0.0312379 | Time: 2862.21 ms
[2020-12-18 15:56:05 main:581] : INFO : Epoch 1920 | loss: 0.0310333 | val_loss: 0.0312717 | Time: 2817.84 ms
[2020-12-18 15:56:08 main:581] : INFO : Epoch 1921 | loss: 0.0310354 | val_loss: 0.0312457 | Time: 2815.96 ms
[2020-12-18 15:56:10 main:581] : INFO : Epoch 1922 | loss: 0.0310461 | val_loss: 0.0312207 | Time: 2817.9 ms
[2020-12-18 15:56:13 main:581] : INFO : Epoch 1923 | loss: 0.031056 | val_loss: 0.0312211 | Time: 2815.03 ms
[2020-12-18 15:56:16 main:581] : INFO : Epoch 1924 | loss: 0.0310479 | val_loss: 0.031237 | Time: 2821.67 ms
[2020-12-18 15:56:19 main:581] : INFO : Epoch 1925 | loss: 0.0310417 | val_loss: 0.031243 | Time: 2820.35 ms
[2020-12-18 15:56:22 main:581] : INFO : Epoch 1926 | loss: 0.0310398 | val_loss: 0.0312412 | Time: 2817.21 ms
[2020-12-18 15:56:25 main:581] : INFO : Epoch 1927 | loss: 0.0310405 | val_loss: 0.0312334 | Time: 2793.27 ms
[2020-12-18 15:56:27 main:581] : INFO : Epoch 1928 | loss: 0.0310361 | val_loss: 0.0312105 | Time: 2814.62 ms
[2020-12-18 15:56:30 main:581] : INFO : Epoch 1929 | loss: 0.0310401 | val_loss: 0.0312293 | Time: 2814.4 ms
[2020-12-18 15:56:33 main:581] : INFO : Epoch 1930 | loss: 0.0310398 | val_loss: 0.0312484 | Time: 2828.04 ms
[2020-12-18 15:56:36 main:581] : INFO : Epoch 1931 | loss: 0.0310389 | val_loss: 0.0312234 | Time: 2816.9 ms
[2020-12-18 15:56:39 main:581] : INFO : Epoch 1932 | loss: 0.0310352 | val_loss: 0.0312324 | Time: 2807.89 ms
[2020-12-18 15:56:41 main:581] : INFO : Epoch 1933 | loss: 0.0310316 | val_loss: 0.0312503 | Time: 2815.44 ms
[2020-12-18 15:56:44 main:581] : INFO : Epoch 1934 | loss: 0.031035 | val_loss: 0.0312263 | Time: 2813.5 ms
[2020-12-18 15:56:47 main:581] : INFO : Epoch 1935 | loss: 0.0310402 | val_loss: 0.0312046 | Time: 2810.05 ms
[2020-12-18 15:56:50 main:581] : INFO : Epoch 1936 | loss: 0.0310446 | val_loss: 0.031258 | Time: 2813.92 ms
[2020-12-18 15:56:53 main:581] : INFO : Epoch 1937 | loss: 0.0310304 | val_loss: 0.0312291 | Time: 2808.3 ms
[2020-12-18 15:56:55 main:581] : INFO : Epoch 1938 | loss: 0.0310379 | val_loss: 0.0312597 | Time: 2801.12 ms
[2020-12-18 15:56:58 main:581] : INFO : Epoch 1939 | loss: 0.0310381 | val_loss: 0.0312221 | Time: 2810.97 ms
[2020-12-18 15:57:01 main:581] : INFO : Epoch 1940 | loss: 0.0310382 | val_loss: 0.0312318 | Time: 2838.91 ms
[2020-12-18 15:57:04 main:581] : INFO : Epoch 1941 | loss: 0.0310329 | val_loss: 0.0312331 | Time: 2836.35 ms
[2020-12-18 15:57:07 main:581] : INFO : Epoch 1942 | loss: 0.0310304 | val_loss: 0.0312371 | Time: 2806.04 ms
[2020-12-18 15:57:10 main:581] : INFO : Epoch 1943 | loss: 0.0310356 | val_loss: 0.0312352 | Time: 2806.45 ms
[2020-12-18 15:57:12 main:581] : INFO : Epoch 1944 | loss: 0.0310293 | val_loss: 0.0312321 | Time: 2807.21 ms
[2020-12-18 15:57:15 main:581] : INFO : Epoch 1945 | loss: 0.0310251 | val_loss: 0.0312515 | Time: 2821.72 ms
[2020-12-18 15:57:18 main:581] : INFO : Epoch 1946 | loss: 0.0310412 | val_loss: 0.0312135 | Time: 2817.26 ms
[2020-12-18 15:57:21 main:581] : INFO : Epoch 1947 | loss: 0.0310413 | val_loss: 0.0312315 | Time: 2815.83 ms
[2020-12-18 15:57:24 main:581] : INFO : Epoch 1948 | loss: 0.0310373 | val_loss: 0.0312365 | Time: 2812.08 ms
[2020-12-18 15:57:26 main:581] : INFO : Epoch 1949 | loss: 0.0310342 | val_loss: 0.0312736 | Time: 2813.79 ms
[2020-12-18 15:57:29 main:581] : INFO : Epoch 1950 | loss: 0.0310385 | val_loss: 0.0312589 | Time: 2816.77 ms
[2020-12-18 15:57:32 main:581] : INFO : Epoch 1951 | loss: 0.0310361 | val_loss: 0.0312482 | Time: 2840.32 ms
[2020-12-18 15:57:35 main:581] : INFO : Epoch 1952 | loss: 0.0310434 | val_loss: 0.0312416 | Time: 2814.25 ms
[2020-12-18 15:57:38 main:581] : INFO : Epoch 1953 | loss: 0.0310501 | val_loss: 0.0312164 | Time: 2806.71 ms
[2020-12-18 15:57:41 main:581] : INFO : Epoch 1954 | loss: 0.0310529 | val_loss: 0.0312306 | Time: 2815.61 ms
[2020-12-18 15:57:43 main:581] : INFO : Epoch 1955 | loss: 0.031041 | val_loss: 0.0312362 | Time: 2812.95 ms
[2020-12-18 15:57:46 main:581] : INFO : Epoch 1956 | loss: 0.0310326 | val_loss: 0.0312252 | Time: 2813.66 ms
[2020-12-18 15:57:49 main:581] : INFO : Epoch 1957 | loss: 0.0310395 | val_loss: 0.0312348 | Time: 2790.04 ms
[2020-12-18 15:57:52 main:581] : INFO : Epoch 1958 | loss: 0.0310406 | val_loss: 0.0312301 | Time: 2820.3 ms
[2020-12-18 15:57:55 main:581] : INFO : Epoch 1959 | loss: 0.0310389 | val_loss: 0.0312286 | Time: 2807.33 ms
[2020-12-18 15:57:57 main:581] : INFO : Epoch 1960 | loss: 0.031038 | val_loss: 0.0312336 | Time: 2805.55 ms
[2020-12-18 15:58:00 main:581] : INFO : Epoch 1961 | loss: 0.0310603 | val_loss: 0.0312165 | Time: 2837.06 ms
[2020-12-18 15:58:03 main:581] : INFO : Epoch 1962 | loss: 0.0311111 | val_loss: 0.0311925 | Time: 2838.92 ms
[2020-12-18 15:58:06 main:581] : INFO : Epoch 1963 | loss: 0.0310984 | val_loss: 0.0311935 | Time: 2802.52 ms
[2020-12-18 15:58:09 main:581] : INFO : Epoch 1964 | loss: 0.0310762 | val_loss: 0.0312252 | Time: 2805.6 ms
[2020-12-18 15:58:12 main:581] : INFO : Epoch 1965 | loss: 0.0310613 | val_loss: 0.0312301 | Time: 2805.33 ms
[2020-12-18 15:58:14 main:581] : INFO : Epoch 1966 | loss: 0.0310467 | val_loss: 0.0312431 | Time: 2801.97 ms
[2020-12-18 15:58:17 main:581] : INFO : Epoch 1967 | loss: 0.0310449 | val_loss: 0.0312498 | Time: 2797.63 ms
[2020-12-18 15:58:20 main:581] : INFO : Epoch 1968 | loss: 0.0310408 | val_loss: 0.0312209 | Time: 2803.93 ms
[2020-12-18 15:58:23 main:581] : INFO : Epoch 1969 | loss: 0.0310356 | val_loss: 0.0312227 | Time: 2804.24 ms
[2020-12-18 15:58:26 main:581] : INFO : Epoch 1970 | loss: 0.0310353 | val_loss: 0.0312382 | Time: 2803.05 ms
[2020-12-18 15:58:28 main:581] : INFO : Epoch 1971 | loss: 0.0310325 | val_loss: 0.0312341 | Time: 2807.54 ms
[2020-12-18 15:58:31 main:581] : INFO : Epoch 1972 | loss: 0.0310323 | val_loss: 0.0312191 | Time: 2798.74 ms
[2020-12-18 15:58:34 main:581] : INFO : Epoch 1973 | loss: 0.0310403 | val_loss: 0.0312335 | Time: 2837.42 ms
[2020-12-18 15:58:37 main:581] : INFO : Epoch 1974 | loss: 0.0310392 | val_loss: 0.0312276 | Time: 2820.21 ms
[2020-12-18 15:58:40 main:581] : INFO : Epoch 1975 | loss: 0.0310469 | val_loss: 0.0312366 | Time: 2816.04 ms
[2020-12-18 15:58:42 main:581] : INFO : Epoch 1976 | loss: 0.0310377 | val_loss: 0.0312567 | Time: 2818.57 ms
[2020-12-18 15:58:45 main:581] : INFO : Epoch 1977 | loss: 0.0310349 | val_loss: 0.0312158 | Time: 2815.9 ms
[2020-12-18 15:58:48 main:581] : INFO : Epoch 1978 | loss: 0.0310389 | val_loss: 0.0312286 | Time: 2814.17 ms
[2020-12-18 15:58:51 main:581] : INFO : Epoch 1979 | loss: 0.0310506 | val_loss: 0.0312264 | Time: 2814.09 ms
[2020-12-18 15:58:54 main:581] : INFO : Epoch 1980 | loss: 0.0310484 | val_loss: 0.0312255 | Time: 2801.8 ms
[2020-12-18 15:58:56 main:581] : INFO : Epoch 1981 | loss: 0.0310348 | val_loss: 0.0312394 | Time: 2804.22 ms
[2020-12-18 15:58:59 main:581] : INFO : Epoch 1982 | loss: 0.0310325 | val_loss: 0.0312323 | Time: 2799.45 ms
[2020-12-18 15:59:02 main:581] : INFO : Epoch 1983 | loss: 0.0310335 | val_loss: 0.0312151 | Time: 2851.93 ms
[2020-12-18 15:59:05 main:581] : INFO : Epoch 1984 | loss: 0.0310372 | val_loss: 0.031222 | Time: 2805.67 ms
[2020-12-18 15:59:08 main:581] : INFO : Epoch 1985 | loss: 0.031051 | val_loss: 0.0312418 | Time: 2815.36 ms
[2020-12-18 15:59:11 main:581] : INFO : Epoch 1986 | loss: 0.0310531 | val_loss: 0.0312268 | Time: 2801.79 ms
[2020-12-18 15:59:13 main:581] : INFO : Epoch 1987 | loss: 0.0310562 | val_loss: 0.0312178 | Time: 2806.51 ms
[2020-12-18 15:59:16 main:581] : INFO : Epoch 1988 | loss: 0.0310449 | val_loss: 0.0312324 | Time: 2813.03 ms
[2020-12-18 15:59:19 main:581] : INFO : Epoch 1989 | loss: 0.0310399 | val_loss: 0.0312132 | Time: 2812.85 ms
[2020-12-18 15:59:22 main:581] : INFO : Epoch 1990 | loss: 0.0310375 | val_loss: 0.0312423 | Time: 2812.29 ms
[2020-12-18 15:59:25 main:581] : INFO : Epoch 1991 | loss: 0.031038 | val_loss: 0.031223 | Time: 2810.11 ms
[2020-12-18 15:59:27 main:581] : INFO : Epoch 1992 | loss: 0.031049 | val_loss: 0.0312113 | Time: 2782.94 ms
[2020-12-18 15:59:30 main:581] : INFO : Epoch 1993 | loss: 0.0310556 | val_loss: 0.0312302 | Time: 2789.4 ms
[2020-12-18 15:59:33 main:581] : INFO : Epoch 1994 | loss: 0.0310405 | val_loss: 0.0312371 | Time: 2840.16 ms
[2020-12-18 15:59:36 main:581] : INFO : Epoch 1995 | loss: 0.0310343 | val_loss: 0.0312532 | Time: 2815.13 ms
[2020-12-18 15:59:39 main:581] : INFO : Epoch 1996 | loss: 0.0310394 | val_loss: 0.03125 | Time: 2816.14 ms
[2020-12-18 15:59:41 main:581] : INFO : Epoch 1997 | loss: 0.0310371 | val_loss: 0.031219 | Time: 2813.29 ms
[2020-12-18 15:59:44 main:581] : INFO : Epoch 1998 | loss: 0.0310399 | val_loss: 0.0312416 | Time: 2812.87 ms
[2020-12-18 15:59:47 main:581] : INFO : Epoch 1999 | loss: 0.0310401 | val_loss: 0.0312173 | Time: 2788.27 ms
[2020-12-18 15:59:50 main:581] : INFO : Epoch 2000 | loss: 0.031038 | val_loss: 0.0312346 | Time: 2812.45 ms
[2020-12-18 15:59:53 main:581] : INFO : Epoch 2001 | loss: 0.031033 | val_loss: 0.0312419 | Time: 2788.4 ms
[2020-12-18 15:59:55 main:581] : INFO : Epoch 2002 | loss: 0.0310445 | val_loss: 0.0312117 | Time: 2814.95 ms
[2020-12-18 15:59:58 main:581] : INFO : Epoch 2003 | loss: 0.0310452 | val_loss: 0.031216 | Time: 2816.23 ms
[2020-12-18 16:00:01 main:581] : INFO : Epoch 2004 | loss: 0.0310397 | val_loss: 0.0312286 | Time: 2836.86 ms
[2020-12-18 16:00:04 main:581] : INFO : Epoch 2005 | loss: 0.0310449 | val_loss: 0.0312193 | Time: 2838.83 ms
[2020-12-18 16:00:07 main:581] : INFO : Epoch 2006 | loss: 0.0310445 | val_loss: 0.0312331 | Time: 2814.35 ms
[2020-12-18 16:00:10 main:581] : INFO : Epoch 2007 | loss: 0.0310431 | val_loss: 0.0312178 | Time: 2813.22 ms
[2020-12-18 16:00:12 main:581] : INFO : Epoch 2008 | loss: 0.0310395 | val_loss: 0.0312286 | Time: 2811.14 ms
[2020-12-18 16:00:15 main:581] : INFO : Epoch 2009 | loss: 0.0310474 | val_loss: 0.0312461 | Time: 2813.6 ms
[2020-12-18 16:00:18 main:581] : INFO : Epoch 2010 | loss: 0.0310403 | val_loss: 0.0312404 | Time: 2803.59 ms
[2020-12-18 16:00:21 main:581] : INFO : Epoch 2011 | loss: 0.0310358 | val_loss: 0.0312252 | Time: 2807.6 ms
[2020-12-18 16:00:24 main:581] : INFO : Epoch 2012 | loss: 0.0310349 | val_loss: 0.0312452 | Time: 2811.36 ms
[2020-12-18 16:00:26 main:581] : INFO : Epoch 2013 | loss: 0.0310475 | val_loss: 0.0312155 | Time: 2807 ms
[2020-12-18 16:00:29 main:581] : INFO : Epoch 2014 | loss: 0.0310413 | val_loss: 0.0312431 | Time: 2788.72 ms
[2020-12-18 16:00:32 main:581] : INFO : Epoch 2015 | loss: 0.0310389 | val_loss: 0.0312211 | Time: 2837.56 ms
[2020-12-18 16:00:35 main:581] : INFO : Epoch 2016 | loss: 0.0310533 | val_loss: 0.0312512 | Time: 2813.36 ms
[2020-12-18 16:00:38 main:581] : INFO : Epoch 2017 | loss: 0.0310453 | val_loss: 0.0312333 | Time: 2806.52 ms
[2020-12-18 16:00:41 main:581] : INFO : Epoch 2018 | loss: 0.0310352 | val_loss: 0.031229 | Time: 2818.47 ms
[2020-12-18 16:00:43 main:581] : INFO : Epoch 2019 | loss: 0.0310321 | val_loss: 0.0312396 | Time: 2814.46 ms
[2020-12-18 16:00:46 main:581] : INFO : Epoch 2020 | loss: 0.0310369 | val_loss: 0.0312332 | Time: 2810.03 ms
[2020-12-18 16:00:49 main:581] : INFO : Epoch 2021 | loss: 0.0310352 | val_loss: 0.0312437 | Time: 2814.86 ms
[2020-12-18 16:00:52 main:581] : INFO : Epoch 2022 | loss: 0.0310469 | val_loss: 0.0312096 | Time: 2799.2 ms
[2020-12-18 16:00:55 main:581] : INFO : Epoch 2023 | loss: 0.0310525 | val_loss: 0.0312015 | Time: 2813.56 ms
[2020-12-18 16:00:57 main:581] : INFO : Epoch 2024 | loss: 0.0310522 | val_loss: 0.0312385 | Time: 2817.8 ms
[2020-12-18 16:01:00 main:581] : INFO : Epoch 2025 | loss: 0.0310569 | val_loss: 0.0312334 | Time: 2839.02 ms
[2020-12-18 16:01:03 main:581] : INFO : Epoch 2026 | loss: 0.0310482 | val_loss: 0.0312068 | Time: 2838.73 ms
[2020-12-18 16:01:06 main:581] : INFO : Epoch 2027 | loss: 0.0310452 | val_loss: 0.0312067 | Time: 2791.2 ms
[2020-12-18 16:01:09 main:581] : INFO : Epoch 2028 | loss: 0.0310445 | val_loss: 0.0312366 | Time: 2817.76 ms
[2020-12-18 16:01:12 main:581] : INFO : Epoch 2029 | loss: 0.0310382 | val_loss: 0.0312426 | Time: 2809.49 ms
[2020-12-18 16:01:14 main:581] : INFO : Epoch 2030 | loss: 0.0310415 | val_loss: 0.0312688 | Time: 2817.9 ms
[2020-12-18 16:01:17 main:581] : INFO : Epoch 2031 | loss: 0.0310366 | val_loss: 0.031241 | Time: 2812.55 ms
[2020-12-18 16:01:20 main:581] : INFO : Epoch 2032 | loss: 0.031032 | val_loss: 0.0312284 | Time: 2818.06 ms
[2020-12-18 16:01:23 main:581] : INFO : Epoch 2033 | loss: 0.0310389 | val_loss: 0.0312222 | Time: 2816.43 ms
[2020-12-18 16:01:26 main:581] : INFO : Epoch 2034 | loss: 0.0310491 | val_loss: 0.0312218 | Time: 2807.07 ms
[2020-12-18 16:01:28 main:581] : INFO : Epoch 2035 | loss: 0.0310532 | val_loss: 0.0312369 | Time: 2814.77 ms
[2020-12-18 16:01:31 main:581] : INFO : Epoch 2036 | loss: 0.031044 | val_loss: 0.0312333 | Time: 2818.26 ms
[2020-12-18 16:01:34 main:581] : INFO : Epoch 2037 | loss: 0.0310339 | val_loss: 0.0312348 | Time: 2841.11 ms
[2020-12-18 16:01:37 main:581] : INFO : Epoch 2038 | loss: 0.0310545 | val_loss: 0.031245 | Time: 2815.74 ms
[2020-12-18 16:01:40 main:581] : INFO : Epoch 2039 | loss: 0.0310586 | val_loss: 0.0312442 | Time: 2810.96 ms
[2020-12-18 16:01:43 main:581] : INFO : Epoch 2040 | loss: 0.0310477 | val_loss: 0.0312286 | Time: 2819.4 ms
[2020-12-18 16:01:45 main:581] : INFO : Epoch 2041 | loss: 0.0310513 | val_loss: 0.0312008 | Time: 2815.18 ms
[2020-12-18 16:01:48 main:581] : INFO : Epoch 2042 | loss: 0.0310548 | val_loss: 0.0312399 | Time: 2820.54 ms
[2020-12-18 16:01:51 main:581] : INFO : Epoch 2043 | loss: 0.0310412 | val_loss: 0.0312325 | Time: 2808.48 ms
[2020-12-18 16:01:54 main:581] : INFO : Epoch 2044 | loss: 0.0310376 | val_loss: 0.0312407 | Time: 2808.83 ms
[2020-12-18 16:01:57 main:581] : INFO : Epoch 2045 | loss: 0.0310412 | val_loss: 0.031222 | Time: 2800.64 ms
[2020-12-18 16:01:59 main:581] : INFO : Epoch 2046 | loss: 0.0310414 | val_loss: 0.0312388 | Time: 2808.26 ms
[2020-12-18 16:02:02 main:581] : INFO : Epoch 2047 | loss: 0.0310402 | val_loss: 0.0312162 | Time: 2849.56 ms
[2020-12-18 16:02:05 main:581] : INFO : Epoch 2048 | loss: 0.0310686 | val_loss: 0.0312207 | Time: 2809.85 ms
[2020-12-18 16:02:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312207
[2020-12-18 16:02:05 main:610] : INFO : Saving end state to config to file
[2020-12-18 16:02:05 main:615] : INFO : Success, exiting..
16:02:05 (1932887): 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)