Task 10917410
| Name | ParityModified-1639959508-25869-2-0_0 |
| Workunit | 8216340 |
| Created | 20 Jan 2022, 9:35:27 UTC |
| Sent | 5 Feb 2022, 21:00:29 UTC |
| Report deadline | 13 Feb 2022, 21:00:29 UTC |
| Received | 6 Feb 2022, 2:28:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18356 |
| Run time | 3 hours 48 min 7 sec |
| CPU time | 3 hours 35 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,157.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.63 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311119 | val_loss: 0.03114 | Time: 5070.33 ms [2022-02-05 19:36:16 main:574] : INFO : Epoch 1543 | loss: 0.0311086 | val_loss: 0.0311392 | Time: 4905.49 ms [2022-02-05 19:36:21 main:574] : INFO : Epoch 1544 | loss: 0.031108 | val_loss: 0.0311378 | Time: 5163.36 ms [2022-02-05 19:36:26 main:574] : INFO : Epoch 1545 | loss: 0.0311068 | val_loss: 0.0311301 | Time: 4919.44 ms [2022-02-05 19:36:32 main:574] : INFO : Epoch 1546 | loss: 0.0311083 | val_loss: 0.0311361 | Time: 5063.95 ms [2022-02-05 19:36:37 main:574] : INFO : Epoch 1547 | loss: 0.0311049 | val_loss: 0.0311287 | Time: 4814.01 ms [2022-02-05 19:36:42 main:574] : INFO : Epoch 1548 | loss: 0.0311035 | val_loss: 0.0311357 | Time: 4958.02 ms [2022-02-05 19:36:47 main:574] : INFO : Epoch 1549 | loss: 0.0311033 | val_loss: 0.0311371 | Time: 4996.92 ms [2022-02-05 19:36:52 main:574] : INFO : Epoch 1550 | loss: 0.031105 | val_loss: 0.0311328 | Time: 5158.28 ms [2022-02-05 19:36:57 main:574] : INFO : Epoch 1551 | loss: 0.031104 | val_loss: 0.0311406 | Time: 5038.53 ms [2022-02-05 19:37:12 main:574] : INFO : Epoch 1552 | loss: 0.031104 | val_loss: 0.0311317 | Time: 14862.6 ms [2022-02-05 19:37:17 main:574] : INFO : Epoch 1553 | loss: 0.0311042 | val_loss: 0.0311322 | Time: 4164.16 ms [2022-02-05 19:37:22 main:574] : INFO : Epoch 1554 | loss: 0.0311045 | val_loss: 0.0311318 | Time: 4799.38 ms [2022-02-05 19:37:27 main:574] : INFO : Epoch 1555 | loss: 0.0311032 | val_loss: 0.0311354 | Time: 5036.84 ms [2022-02-05 19:37:32 main:574] : INFO : Epoch 1556 | loss: 0.0311061 | val_loss: 0.0311337 | Time: 5052.07 ms [2022-02-05 19:37:38 main:574] : INFO : Epoch 1557 | loss: 0.0311043 | val_loss: 0.0311308 | Time: 4978.18 ms [2022-02-05 19:37:43 main:574] : INFO : Epoch 1558 | loss: 0.0311025 | val_loss: 0.0311306 | Time: 5005.84 ms [2022-02-05 19:37:48 main:574] : INFO : Epoch 1559 | loss: 0.0311006 | val_loss: 0.0311327 | Time: 5109.24 ms [2022-02-05 19:37:53 main:574] : INFO : Epoch 1560 | loss: 0.0311001 | val_loss: 0.0311328 | Time: 4960.28 ms [2022-02-05 19:37:58 main:574] : INFO : Epoch 1561 | loss: 0.0310991 | val_loss: 0.0311304 | Time: 5058.88 ms [2022-02-05 19:38:13 main:574] : INFO : Epoch 1562 | loss: 0.0311079 | val_loss: 0.0311439 | Time: 14770.8 ms [2022-02-05 19:38:18 main:574] : INFO : Epoch 1563 | loss: 0.0311097 | val_loss: 0.0311354 | Time: 4306.21 ms [2022-02-05 19:38:23 main:574] : INFO : Epoch 1564 | loss: 0.0311038 | val_loss: 0.0311368 | Time: 4812.02 ms [2022-02-05 19:38:28 main:574] : INFO : Epoch 1565 | loss: 0.0311051 | val_loss: 0.0311367 | Time: 5106.23 ms [2022-02-05 19:38:34 main:574] : INFO : Epoch 1566 | loss: 0.031102 | val_loss: 0.0311324 | Time: 5167.1 ms [2022-02-05 19:38:39 main:574] : INFO : Epoch 1567 | loss: 0.0311021 | val_loss: 0.0311366 | Time: 5026.77 ms [2022-02-05 19:38:44 main:574] : INFO : Epoch 1568 | loss: 0.0311016 | val_loss: 0.0311359 | Time: 4999.89 ms [2022-02-05 19:38:49 main:574] : INFO : Epoch 1569 | loss: 0.0310986 | val_loss: 0.0311318 | Time: 4979.99 ms [2022-02-05 19:38:55 main:574] : INFO : Epoch 1570 | loss: 0.0310993 | val_loss: 0.0311428 | Time: 5152.68 ms [2022-02-05 19:39:00 main:574] : INFO : Epoch 1571 | loss: 0.0310991 | val_loss: 0.031132 | Time: 4837.02 ms [2022-02-05 19:39:15 main:574] : INFO : Epoch 1572 | loss: 0.0310988 | val_loss: 0.0311392 | Time: 14658.5 ms [2022-02-05 19:39:21 main:574] : INFO : Epoch 1573 | loss: 0.0310994 | val_loss: 0.0311317 | Time: 4487.13 ms [2022-02-05 19:39:26 main:574] : INFO : Epoch 1574 | loss: 0.0311039 | val_loss: 0.0311314 | Time: 4943.45 ms [2022-02-05 19:39:31 main:574] : INFO : Epoch 1575 | loss: 0.0311026 | val_loss: 0.0311316 | Time: 4784.03 ms [2022-02-05 19:39:36 main:574] : INFO : Epoch 1576 | loss: 0.0311011 | val_loss: 0.0311349 | Time: 5005.53 ms [2022-02-05 19:39:41 main:574] : INFO : Epoch 1577 | loss: 0.0311004 | val_loss: 0.0311289 | Time: 5053.13 ms [2022-02-05 19:39:46 main:574] : INFO : Epoch 1578 | loss: 0.0310991 | val_loss: 0.031131 | Time: 5085.07 ms [2022-02-05 19:39:51 main:574] : INFO : Epoch 1579 | loss: 0.0310985 | val_loss: 0.0311319 | Time: 5062.95 ms [2022-02-05 19:39:57 main:574] : INFO : Epoch 1580 | loss: 0.0310995 | val_loss: 0.031136 | Time: 4996.07 ms [2022-02-05 19:40:02 main:574] : INFO : Epoch 1581 | loss: 0.0311002 | val_loss: 0.0311302 | Time: 5188.75 ms [2022-02-05 19:40:16 main:574] : INFO : Epoch 1582 | loss: 0.0311022 | val_loss: 0.0311325 | Time: 14378.6 ms [2022-02-05 19:40:21 main:574] : INFO : Epoch 1583 | loss: 0.0311003 | val_loss: 0.0311334 | Time: 4379.15 ms [2022-02-05 19:40:26 main:574] : INFO : Epoch 1584 | loss: 0.0310974 | val_loss: 0.0311335 | Time: 5091.37 ms [2022-02-05 19:40:31 main:574] : INFO : Epoch 1585 | loss: 0.0311045 | val_loss: 0.0311294 | Time: 4852.08 ms [2022-02-05 19:40:36 main:574] : INFO : Epoch 1586 | loss: 0.0311147 | val_loss: 0.0311391 | Time: 5148.3 ms [2022-02-05 19:40:41 main:574] : INFO : Epoch 1587 | loss: 0.0311173 | val_loss: 0.0311378 | Time: 4982.84 ms [2022-02-05 19:40:46 main:574] : INFO : Epoch 1588 | loss: 0.0311211 | val_loss: 0.0311395 | Time: 5107.74 ms [2022-02-05 19:40:52 main:574] : INFO : Epoch 1589 | loss: 0.031116 | val_loss: 0.0311342 | Time: 5072.78 ms [2022-02-05 19:40:57 main:574] : INFO : Epoch 1590 | loss: 0.0311111 | val_loss: 0.0311344 | Time: 4948.43 ms [2022-02-05 19:41:01 main:574] : INFO : Epoch 1591 | loss: 0.0311096 | val_loss: 0.0311376 | Time: 4879.78 ms [2022-02-05 19:41:16 main:574] : INFO : Epoch 1592 | loss: 0.0311174 | val_loss: 0.0311335 | Time: 14653 ms [2022-02-05 19:41:20 main:574] : INFO : Epoch 1593 | loss: 0.0311118 | val_loss: 0.0311444 | Time: 4233.36 ms [2022-02-05 19:41:25 main:574] : INFO : Epoch 1594 | loss: 0.0311142 | val_loss: 0.0311289 | Time: 4912.28 ms [2022-02-05 19:41:31 main:574] : INFO : Epoch 1595 | loss: 0.0311072 | val_loss: 0.03113 | Time: 4948.77 ms [2022-02-05 19:41:36 main:574] : INFO : Epoch 1596 | loss: 0.031108 | val_loss: 0.0311304 | Time: 5084.62 ms [2022-02-05 19:41:41 main:574] : INFO : Epoch 1597 | loss: 0.0311081 | val_loss: 0.0311332 | Time: 4816 ms [2022-02-05 19:41:46 main:574] : INFO : Epoch 1598 | loss: 0.0311091 | val_loss: 0.0311278 | Time: 5127.68 ms [2022-02-05 19:41:51 main:574] : INFO : Epoch 1599 | loss: 0.0311082 | val_loss: 0.0311277 | Time: 4943.46 ms [2022-02-05 19:41:57 main:574] : INFO : Epoch 1600 | loss: 0.0311087 | val_loss: 0.0311415 | Time: 5054.22 ms [2022-02-05 19:42:03 main:574] : INFO : Epoch 1601 | loss: 0.031107 | val_loss: 0.0311302 | Time: 5149.35 ms [2022-02-05 19:42:17 main:574] : INFO : Epoch 1602 | loss: 0.0311086 | val_loss: 0.0311327 | Time: 14553.5 ms [2022-02-05 19:42:22 main:574] : INFO : Epoch 1603 | loss: 0.031128 | val_loss: 0.0311422 | Time: 4413.3 ms [2022-02-05 19:42:27 main:574] : INFO : Epoch 1604 | loss: 0.0311234 | val_loss: 0.0311339 | Time: 4938.22 ms [2022-02-05 19:42:33 main:574] : INFO : Epoch 1605 | loss: 0.031116 | val_loss: 0.0311338 | Time: 5119.56 ms [2022-02-05 19:42:39 main:574] : INFO : Epoch 1606 | loss: 0.0311151 | val_loss: 0.0311292 | Time: 5089.52 ms [2022-02-05 19:42:44 main:574] : INFO : Epoch 1607 | loss: 0.0311121 | val_loss: 0.0311306 | Time: 5097.56 ms [2022-02-05 19:42:49 main:574] : INFO : Epoch 1608 | loss: 0.0311096 | val_loss: 0.0311298 | Time: 4944.2 ms [2022-02-05 19:42:54 main:574] : INFO : Epoch 1609 | loss: 0.0311106 | val_loss: 0.031132 | Time: 5065.43 ms [2022-02-05 19:42:59 main:574] : INFO : Epoch 1610 | loss: 0.0311105 | val_loss: 0.0311347 | Time: 4894.94 ms [2022-02-05 19:43:04 main:574] : INFO : Epoch 1611 | loss: 0.0311121 | val_loss: 0.0311407 | Time: 5064.77 ms [2022-02-05 19:43:19 main:574] : INFO : Epoch 1612 | loss: 0.0311136 | val_loss: 0.0311331 | Time: 4262.46 ms [2022-02-05 19:43:23 main:574] : INFO : Epoch 1613 | loss: 0.0311112 | val_loss: 0.0311346 | Time: 4337.09 ms [2022-02-05 19:43:28 main:574] : INFO : Epoch 1614 | loss: 0.0311147 | val_loss: 0.0311327 | Time: 4859.42 ms [2022-02-05 19:43:34 main:574] : INFO : Epoch 1615 | loss: 0.0311111 | val_loss: 0.0311322 | Time: 5205.66 ms [2022-02-05 19:43:39 main:574] : INFO : Epoch 1616 | loss: 0.0311101 | val_loss: 0.0311339 | Time: 5054.95 ms [2022-02-05 19:43:44 main:574] : INFO : Epoch 1617 | loss: 0.0311128 | val_loss: 0.0311304 | Time: 5203.64 ms [2022-02-05 19:43:49 main:574] : INFO : Epoch 1618 | loss: 0.0311113 | val_loss: 0.0311381 | Time: 5002.81 ms [2022-02-05 19:43:54 main:574] : INFO : Epoch 1619 | loss: 0.0311137 | val_loss: 0.0311355 | Time: 4936.84 ms [2022-02-05 19:43:59 main:574] : INFO : Epoch 1620 | loss: 0.0311144 | val_loss: 0.0311364 | Time: 4978.6 ms [2022-02-05 19:44:04 main:574] : INFO : Epoch 1621 | loss: 0.0311116 | val_loss: 0.0311311 | Time: 5052.19 ms [2022-02-05 19:44:19 main:574] : INFO : Epoch 1622 | loss: 0.0311084 | val_loss: 0.031129 | Time: 14524.3 ms [2022-02-05 19:44:23 main:574] : INFO : Epoch 1623 | loss: 0.0311067 | val_loss: 0.0311299 | Time: 4224.36 ms [2022-02-05 19:44:28 main:574] : INFO : Epoch 1624 | loss: 0.0311047 | val_loss: 0.031132 | Time: 4847.11 ms [2022-02-05 19:44:34 main:574] : INFO : Epoch 1625 | loss: 0.0311049 | val_loss: 0.0311282 | Time: 5188.87 ms [2022-02-05 19:44:39 main:574] : INFO : Epoch 1626 | loss: 0.0311076 | val_loss: 0.0311359 | Time: 4890.42 ms [2022-02-05 19:44:44 main:574] : INFO : Epoch 1627 | loss: 0.0311108 | val_loss: 0.0311395 | Time: 5121.93 ms [2022-02-05 19:44:49 main:574] : INFO : Epoch 1628 | loss: 0.0311117 | val_loss: 0.0311344 | Time: 5000.87 ms [2022-02-05 19:44:54 main:574] : INFO : Epoch 1629 | loss: 0.0311038 | val_loss: 0.0311367 | Time: 5185.03 ms [2022-02-05 19:44:59 main:574] : INFO : Epoch 1630 | loss: 0.0311034 | val_loss: 0.0311355 | Time: 5000.8 ms [2022-02-05 19:45:05 main:574] : INFO : Epoch 1631 | loss: 0.0311054 | val_loss: 0.0311306 | Time: 5055.21 ms [2022-02-05 19:45:20 main:574] : INFO : Epoch 1632 | loss: 0.0311068 | val_loss: 0.0311351 | Time: 14541 ms [2022-02-05 19:45:24 main:574] : INFO : Epoch 1633 | loss: 0.0311097 | val_loss: 0.0311394 | Time: 4210.85 ms [2022-02-05 19:45:29 main:574] : INFO : Epoch 1634 | loss: 0.0311135 | val_loss: 0.0311387 | Time: 4922.99 ms [2022-02-05 19:45:34 main:574] : INFO : Epoch 1635 | loss: 0.0311113 | val_loss: 0.0311302 | Time: 5086.81 ms [2022-02-05 19:45:39 main:574] : INFO : Epoch 1636 | loss: 0.0311081 | val_loss: 0.0311317 | Time: 4894.53 ms [2022-02-05 19:45:44 main:574] : INFO : Epoch 1637 | loss: 0.0311064 | val_loss: 0.0311277 | Time: 5038.57 ms [2022-02-05 19:45:49 main:574] : INFO : Epoch 1638 | loss: 0.0311043 | val_loss: 0.0311297 | Time: 4928.08 ms [2022-02-05 19:45:55 main:574] : INFO : Epoch 1639 | loss: 0.0311022 | val_loss: 0.0311299 | Time: 5019.36 ms [2022-02-05 19:46:00 main:574] : INFO : Epoch 1640 | loss: 0.0311022 | val_loss: 0.0311316 | Time: 5017.4 ms [2022-02-05 19:46:05 main:574] : INFO : Epoch 1641 | loss: 0.0311004 | val_loss: 0.0311291 | Time: 5121.81 ms [2022-02-05 19:46:12 main:574] : INFO : Epoch 1642 | loss: 0.0310994 | val_loss: 0.0311292 | Time: 5247.18 ms [2022-02-05 19:46:18 main:574] : INFO : Epoch 1643 | loss: 0.0311004 | val_loss: 0.0311283 | Time: 5127.68 ms [2022-02-05 19:46:23 main:574] : INFO : Epoch 1644 | loss: 0.0311004 | val_loss: 0.0311302 | Time: 4761.46 ms [2022-02-05 19:46:28 main:574] : INFO : Epoch 1645 | loss: 0.0311046 | val_loss: 0.0311263 | Time: 5040.43 ms [2022-02-05 19:46:33 main:574] : INFO : Epoch 1646 | loss: 0.031105 | val_loss: 0.0311317 | Time: 5027.93 ms [2022-02-05 19:46:38 main:574] : INFO : Epoch 1647 | loss: 0.0311007 | val_loss: 0.0311315 | Time: 5172.71 ms [2022-02-05 19:46:43 main:574] : INFO : Epoch 1648 | loss: 0.0310991 | val_loss: 0.0311301 | Time: 4891.31 ms [2022-02-05 19:46:48 main:574] : INFO : Epoch 1649 | loss: 0.0310978 | val_loss: 0.031131 | Time: 5113.28 ms [2022-02-05 19:46:53 main:574] : INFO : Epoch 1650 | loss: 0.0310982 | val_loss: 0.0311315 | Time: 4915.94 ms [2022-02-05 19:47:08 main:574] : INFO : Epoch 1651 | loss: 0.0311034 | val_loss: 0.0311397 | Time: 15077.8 ms [2022-02-05 19:47:12 main:574] : INFO : Epoch 1652 | loss: 0.0311014 | val_loss: 0.0311317 | Time: 3993.23 ms [2022-02-05 19:47:17 main:574] : INFO : Epoch 1653 | loss: 0.0311034 | val_loss: 0.0311329 | Time: 4564.36 ms [2022-02-05 19:47:23 main:574] : INFO : Epoch 1654 | loss: 0.0311024 | val_loss: 0.0311289 | Time: 5069.84 ms [2022-02-05 19:47:28 main:574] : INFO : Epoch 1655 | loss: 0.0311025 | val_loss: 0.0311313 | Time: 5026.99 ms [2022-02-05 19:47:33 main:574] : INFO : Epoch 1656 | loss: 0.0311001 | val_loss: 0.0311314 | Time: 4946.77 ms [2022-02-05 19:47:38 main:574] : INFO : Epoch 1657 | loss: 0.0311024 | val_loss: 0.0311386 | Time: 4937.44 ms [2022-02-05 19:47:43 main:574] : INFO : Epoch 1658 | loss: 0.0311011 | val_loss: 0.0311284 | Time: 5106.97 ms [2022-02-05 19:47:49 main:574] : INFO : Epoch 1659 | loss: 0.0311011 | val_loss: 0.0311306 | Time: 5066.65 ms [2022-02-05 19:47:54 main:574] : INFO : Epoch 1660 | loss: 0.0310993 | val_loss: 0.031133 | Time: 4974.48 ms [2022-02-05 19:48:00 main:574] : INFO : Epoch 1661 | loss: 0.0310983 | val_loss: 0.0311299 | Time: 4989.1 ms [2022-02-05 19:48:05 main:574] : INFO : Epoch 1662 | loss: 0.0310998 | val_loss: 0.0311382 | Time: 5142.05 ms [2022-02-05 19:48:20 main:574] : INFO : Epoch 1663 | loss: 0.0311007 | val_loss: 0.0311324 | Time: 14790.9 ms [2022-02-05 19:48:24 main:574] : INFO : Epoch 1664 | loss: 0.0311007 | val_loss: 0.031139 | Time: 4176.08 ms [2022-02-05 19:48:29 main:574] : INFO : Epoch 1665 | loss: 0.0311027 | val_loss: 0.0311379 | Time: 4795.62 ms [2022-02-05 19:48:34 main:574] : INFO : Epoch 1666 | loss: 0.0311035 | val_loss: 0.0311338 | Time: 5074.01 ms [2022-02-05 19:48:40 main:574] : INFO : Epoch 1667 | loss: 0.0311034 | val_loss: 0.0311372 | Time: 4985.58 ms [2022-02-05 19:48:45 main:574] : INFO : Epoch 1668 | loss: 0.0311028 | val_loss: 0.0311376 | Time: 5271.94 ms [2022-02-05 19:48:50 main:574] : INFO : Epoch 1669 | loss: 0.0311027 | val_loss: 0.0311366 | Time: 5121 ms [2022-02-05 19:48:56 main:574] : INFO : Epoch 1670 | loss: 0.0311 | val_loss: 0.031134 | Time: 5028.28 ms [2022-02-05 19:49:11 main:574] : INFO : Epoch 1671 | loss: 0.0311005 | val_loss: 0.0311395 | Time: 14970.9 ms [2022-02-05 19:49:15 main:574] : INFO : Epoch 1672 | loss: 0.0311033 | val_loss: 0.0311338 | Time: 4185.5 ms [2022-02-05 19:49:20 main:574] : INFO : Epoch 1673 | loss: 0.0311032 | val_loss: 0.0311309 | Time: 4513.33 ms [2022-02-05 19:49:25 main:574] : INFO : Epoch 1674 | loss: 0.0310972 | val_loss: 0.0311387 | Time: 5211.89 ms [2022-02-05 19:49:31 main:574] : INFO : Epoch 1675 | loss: 0.0311013 | val_loss: 0.0311303 | Time: 5105.7 ms [2022-02-05 19:49:36 main:574] : INFO : Epoch 1676 | loss: 0.0311007 | val_loss: 0.0311332 | Time: 4915.6 ms [2022-02-05 19:49:42 main:574] : INFO : Epoch 1677 | loss: 0.0311001 | val_loss: 0.0311352 | Time: 5107.28 ms [2022-02-05 19:49:47 main:574] : INFO : Epoch 1678 | loss: 0.0310989 | val_loss: 0.0311319 | Time: 4946.26 ms [2022-02-05 19:49:52 main:574] : INFO : Epoch 1679 | loss: 0.0311009 | val_loss: 0.0311323 | Time: 5055.55 ms [2022-02-05 19:49:57 main:574] : INFO : Epoch 1680 | loss: 0.0310968 | val_loss: 0.0311355 | Time: 4789.91 ms [2022-02-05 19:50:02 main:574] : INFO : Epoch 1681 | loss: 0.0310989 | val_loss: 0.0311332 | Time: 5126.34 ms [2022-02-05 19:50:07 main:574] : INFO : Epoch 1682 | loss: 0.0311001 | val_loss: 0.031135 | Time: 4718.54 ms [2022-02-05 19:50:22 main:574] : INFO : Epoch 1683 | loss: 0.0310994 | val_loss: 0.0311335 | Time: 14747.2 ms [2022-02-05 19:50:26 main:574] : INFO : Epoch 1684 | loss: 0.0310997 | val_loss: 0.0311352 | Time: 4265.5 ms [2022-02-05 19:50:31 main:574] : INFO : Epoch 1685 | loss: 0.0311005 | val_loss: 0.0311361 | Time: 4723.98 ms [2022-02-05 19:50:36 main:574] : INFO : Epoch 1686 | loss: 0.0310983 | val_loss: 0.031131 | Time: 5005.27 ms [2022-02-05 19:50:42 main:574] : INFO : Epoch 1687 | loss: 0.0310983 | val_loss: 0.0311317 | Time: 5015.71 ms [2022-02-05 19:50:47 main:574] : INFO : Epoch 1688 | loss: 0.0310952 | val_loss: 0.0311282 | Time: 5042.53 ms [2022-02-05 19:50:52 main:574] : INFO : Epoch 1689 | loss: 0.031096 | val_loss: 0.0311341 | Time: 4993.38 ms [2022-02-05 19:50:57 main:574] : INFO : Epoch 1690 | loss: 0.0310983 | val_loss: 0.0311329 | Time: 5059.18 ms [2022-02-05 19:51:12 main:574] : INFO : Epoch 1691 | loss: 0.0311029 | val_loss: 0.0311343 | Time: 15069.3 ms [2022-02-05 19:51:17 main:574] : INFO : Epoch 1692 | loss: 0.0311025 | val_loss: 0.031136 | Time: 4219.12 ms [2022-02-05 19:51:22 main:574] : INFO : Epoch 1693 | loss: 0.0310986 | val_loss: 0.0311342 | Time: 4863.71 ms [2022-02-05 19:51:27 main:574] : INFO : Epoch 1694 | loss: 0.0310996 | val_loss: 0.0311479 | Time: 5038.47 ms [2022-02-05 19:51:32 main:574] : INFO : Epoch 1695 | loss: 0.0311 | val_loss: 0.031129 | Time: 5016.32 ms [2022-02-05 19:51:37 main:574] : INFO : Epoch 1696 | loss: 0.0310977 | val_loss: 0.0311375 | Time: 4909.8 ms [2022-02-05 19:51:43 main:574] : INFO : Epoch 1697 | loss: 0.0310972 | val_loss: 0.031133 | Time: 5117.92 ms [2022-02-05 19:51:48 main:574] : INFO : Epoch 1698 | loss: 0.0310962 | val_loss: 0.031136 | Time: 5015.65 ms [2022-02-05 19:51:55 main:574] : INFO : Epoch 1699 | loss: 0.0310961 | val_loss: 0.0311327 | Time: 5082.83 ms [2022-02-05 19:52:00 main:574] : INFO : Epoch 1700 | loss: 0.0310948 | val_loss: 0.0311336 | Time: 5265.05 ms [2022-02-05 19:52:06 main:574] : INFO : Epoch 1701 | loss: 0.0310947 | val_loss: 0.0311342 | Time: 5034.39 ms [2022-02-05 19:52:22 main:574] : INFO : Epoch 1702 | loss: 0.0310938 | val_loss: 0.0311337 | Time: 15087.5 ms [2022-02-05 19:52:26 main:574] : INFO : Epoch 1703 | loss: 0.0310939 | val_loss: 0.0311399 | Time: 4053.71 ms [2022-02-05 19:52:30 main:574] : INFO : Epoch 1704 | loss: 0.0310978 | val_loss: 0.0311339 | Time: 4519.32 ms [2022-02-05 19:52:35 main:574] : INFO : Epoch 1705 | loss: 0.0310996 | val_loss: 0.0311373 | Time: 4877.57 ms [2022-02-05 19:52:40 main:574] : INFO : Epoch 1706 | loss: 0.0310949 | val_loss: 0.031134 | Time: 5053.86 ms [2022-02-05 19:52:46 main:574] : INFO : Epoch 1707 | loss: 0.0310948 | val_loss: 0.0311317 | Time: 5196.25 ms [2022-02-05 19:52:51 main:574] : INFO : Epoch 1708 | loss: 0.0310981 | val_loss: 0.0311336 | Time: 5024.65 ms [2022-02-05 19:52:56 main:574] : INFO : Epoch 1709 | loss: 0.0310997 | val_loss: 0.0311272 | Time: 5194.31 ms [2022-02-05 19:53:12 main:574] : INFO : Epoch 1710 | loss: 0.0311025 | val_loss: 0.0311342 | Time: 15146.5 ms [2022-02-05 19:53:16 main:574] : INFO : Epoch 1711 | loss: 0.0311048 | val_loss: 0.0311308 | Time: 4248.45 ms [2022-02-05 19:53:21 main:574] : INFO : Epoch 1712 | loss: 0.0311025 | val_loss: 0.0311323 | Time: 4712.92 ms [2022-02-05 19:53:27 main:574] : INFO : Epoch 1713 | loss: 0.0310977 | val_loss: 0.0311386 | Time: 5102.76 ms [2022-02-05 19:53:32 main:574] : INFO : Epoch 1714 | loss: 0.0310998 | val_loss: 0.031127 | Time: 4991.48 ms [2022-02-05 19:53:37 main:574] : INFO : Epoch 1715 | loss: 0.0311028 | val_loss: 0.0311329 | Time: 5010.96 ms [2022-02-05 19:53:42 main:574] : INFO : Epoch 1716 | loss: 0.0310999 | val_loss: 0.0311299 | Time: 5082.35 ms [2022-02-05 19:53:48 main:574] : INFO : Epoch 1717 | loss: 0.0311058 | val_loss: 0.031136 | Time: 4912.02 ms [2022-02-05 19:53:53 main:574] : INFO : Epoch 1718 | loss: 0.031111 | val_loss: 0.0311374 | Time: 5022.44 ms [2022-02-05 19:53:59 main:574] : INFO : Epoch 1719 | loss: 0.0311089 | val_loss: 0.031133 | Time: 5106.38 ms [2022-02-05 19:54:05 main:574] : INFO : Epoch 1720 | loss: 0.0311103 | val_loss: 0.0311332 | Time: 5107.61 ms [2022-02-05 19:54:10 main:574] : INFO : Epoch 1721 | loss: 0.0311098 | val_loss: 0.0311321 | Time: 5071.43 ms [2022-02-05 19:54:15 main:574] : INFO : Epoch 1722 | loss: 0.0311043 | val_loss: 0.0311313 | Time: 4947.79 ms [2022-02-05 19:54:20 main:574] : INFO : Epoch 1723 | loss: 0.0311029 | val_loss: 0.0311285 | Time: 5048.77 ms [2022-02-05 19:54:25 main:574] : INFO : Epoch 1724 | loss: 0.0311012 | val_loss: 0.0311292 | Time: 5017.53 ms [2022-02-05 19:54:31 main:574] : INFO : Epoch 1725 | loss: 0.0310998 | val_loss: 0.0311277 | Time: 5195.73 ms [2022-02-05 19:54:36 main:574] : INFO : Epoch 1726 | loss: 0.0310982 | val_loss: 0.0311277 | Time: 4944.18 ms [2022-02-05 19:54:41 main:574] : INFO : Epoch 1727 | loss: 0.0310996 | val_loss: 0.0311269 | Time: 5059.23 ms [2022-02-05 19:54:46 main:574] : INFO : Epoch 1728 | loss: 0.0311002 | val_loss: 0.0311353 | Time: 4880.74 ms [2022-02-05 19:54:51 main:574] : INFO : Epoch 1729 | loss: 0.0311041 | val_loss: 0.0311441 | Time: 5085.43 ms [2022-02-05 19:54:56 main:574] : INFO : Epoch 1730 | loss: 0.0311196 | val_loss: 0.0311593 | Time: 5039.3 ms [2022-02-05 19:55:02 main:574] : INFO : Epoch 1731 | loss: 0.0311253 | val_loss: 0.0311577 | Time: 5179.18 ms [2022-02-05 19:55:16 main:574] : INFO : Epoch 1732 | loss: 0.0311093 | val_loss: 0.0311293 | Time: 14582.8 ms [2022-02-05 19:55:21 main:574] : INFO : Epoch 1733 | loss: 0.0311013 | val_loss: 0.0311317 | Time: 4318.84 ms [2022-02-05 19:55:26 main:574] : INFO : Epoch 1734 | loss: 0.0311025 | val_loss: 0.0311313 | Time: 4918.14 ms [2022-02-05 19:55:31 main:574] : INFO : Epoch 1735 | loss: 0.0311013 | val_loss: 0.0311297 | Time: 5140.41 ms [2022-02-05 19:55:36 main:574] : INFO : Epoch 1736 | loss: 0.0310992 | val_loss: 0.0311305 | Time: 4881.3 ms [2022-02-05 19:55:41 main:574] : INFO : Epoch 1737 | loss: 0.0310986 | val_loss: 0.0311323 | Time: 4846.2 ms [2022-02-05 19:55:47 main:574] : INFO : Epoch 1738 | loss: 0.0311081 | val_loss: 0.0311339 | Time: 5083.85 ms [2022-02-05 19:55:52 main:574] : INFO : Epoch 1739 | loss: 0.0311112 | val_loss: 0.0311401 | Time: 4953.97 ms [2022-02-05 19:55:57 main:574] : INFO : Epoch 1740 | loss: 0.0311081 | val_loss: 0.031132 | Time: 5115.7 ms [2022-02-05 19:56:02 main:574] : INFO : Epoch 1741 | loss: 0.0311058 | val_loss: 0.0311369 | Time: 4878.56 ms [2022-02-05 19:56:08 main:574] : INFO : Epoch 1742 | loss: 0.0311153 | val_loss: 0.0311333 | Time: 5108.51 ms [2022-02-05 19:56:13 main:574] : INFO : Epoch 1743 | loss: 0.0311082 | val_loss: 0.031136 | Time: 4948.92 ms [2022-02-05 19:56:18 main:574] : INFO : Epoch 1744 | loss: 0.0311048 | val_loss: 0.0311311 | Time: 5231.77 ms [2022-02-05 19:56:23 main:574] : INFO : Epoch 1745 | loss: 0.0311036 | val_loss: 0.0311336 | Time: 4917.56 ms [2022-02-05 19:56:28 main:574] : INFO : Epoch 1746 | loss: 0.0311038 | val_loss: 0.0311311 | Time: 5135.89 ms [2022-02-05 19:56:34 main:574] : INFO : Epoch 1747 | loss: 0.0311036 | val_loss: 0.0311345 | Time: 5107.71 ms [2022-02-05 19:56:39 main:574] : INFO : Epoch 1748 | loss: 0.031101 | val_loss: 0.0311387 | Time: 5039.96 ms [2022-02-05 19:56:44 main:574] : INFO : Epoch 1749 | loss: 0.0311001 | val_loss: 0.0311351 | Time: 5181.31 ms [2022-02-05 19:56:49 main:574] : INFO : Epoch 1750 | loss: 0.0310984 | val_loss: 0.0311335 | Time: 5072.79 ms [2022-02-05 19:56:54 main:574] : INFO : Epoch 1751 | loss: 0.0310975 | val_loss: 0.0311388 | Time: 5187.59 ms [2022-02-05 19:56:59 main:574] : INFO : Epoch 1752 | loss: 0.0310979 | val_loss: 0.0311299 | Time: 5000.76 ms [2022-02-05 19:57:15 main:574] : INFO : Epoch 1753 | loss: 0.0311009 | val_loss: 0.0311375 | Time: 15081.7 ms [2022-02-05 19:57:19 main:574] : INFO : Epoch 1754 | loss: 0.0310994 | val_loss: 0.0311288 | Time: 4083.09 ms [2022-02-05 19:57:23 main:574] : INFO : Epoch 1755 | loss: 0.0310997 | val_loss: 0.0311375 | Time: 4473.93 ms [2022-02-05 19:57:28 main:574] : INFO : Epoch 1756 | loss: 0.0310994 | val_loss: 0.0311346 | Time: 5152.88 ms [2022-02-05 19:57:34 main:574] : INFO : Epoch 1757 | loss: 0.0310973 | val_loss: 0.0311298 | Time: 5118.88 ms [2022-02-05 19:57:40 main:574] : INFO : Epoch 1758 | loss: 0.0310994 | val_loss: 0.0311344 | Time: 4997.99 ms [2022-02-05 19:57:45 main:574] : INFO : Epoch 1759 | loss: 0.0310974 | val_loss: 0.0311327 | Time: 5365.29 ms [2022-02-05 19:57:50 main:574] : INFO : Epoch 1760 | loss: 0.0310987 | val_loss: 0.0311362 | Time: 5160.02 ms [2022-02-05 19:57:55 main:574] : INFO : Epoch 1761 | loss: 0.0310997 | val_loss: 0.0311443 | Time: 5049.37 ms [2022-02-05 19:58:00 main:574] : INFO : Epoch 1762 | loss: 0.0310988 | val_loss: 0.031134 | Time: 4976.11 ms [2022-02-05 19:58:16 main:574] : INFO : Epoch 1763 | loss: 0.0311019 | val_loss: 0.0311426 | Time: 15005 ms [2022-02-05 19:58:20 main:574] : INFO : Epoch 1764 | loss: 0.0311021 | val_loss: 0.0311486 | Time: 4230.31 ms [2022-02-05 19:58:25 main:574] : INFO : Epoch 1765 | loss: 0.0311026 | val_loss: 0.0311395 | Time: 4657.39 ms [2022-02-05 19:58:30 main:574] : INFO : Epoch 1766 | loss: 0.0310994 | val_loss: 0.0311417 | Time: 4851.38 ms [2022-02-05 19:58:35 main:574] : INFO : Epoch 1767 | loss: 0.031098 | val_loss: 0.0311365 | Time: 5038.09 ms [2022-02-05 19:58:40 main:574] : INFO : Epoch 1768 | loss: 0.0310963 | val_loss: 0.0311338 | Time: 4871.34 ms [2022-02-05 19:58:45 main:574] : INFO : Epoch 1769 | loss: 0.0310963 | val_loss: 0.0311348 | Time: 4919.54 ms [2022-02-05 19:58:50 main:574] : INFO : Epoch 1770 | loss: 0.0310969 | val_loss: 0.0311354 | Time: 4828.67 ms [2022-02-05 19:58:55 main:574] : INFO : Epoch 1771 | loss: 0.0310967 | val_loss: 0.0311335 | Time: 5131.18 ms [2022-02-05 19:59:01 main:574] : INFO : Epoch 1772 | loss: 0.0310962 | val_loss: 0.0311351 | Time: 5106.34 ms [2022-02-05 19:59:16 main:574] : INFO : Epoch 1773 | loss: 0.0310959 | val_loss: 0.0311341 | Time: 14895.7 ms [2022-02-05 19:59:21 main:574] : INFO : Epoch 1774 | loss: 0.0310962 | val_loss: 0.0311304 | Time: 4241.58 ms [2022-02-05 19:59:26 main:574] : INFO : Epoch 1775 | loss: 0.0310966 | val_loss: 0.031136 | Time: 4620.5 ms [2022-02-05 19:59:32 main:574] : INFO : Epoch 1776 | loss: 0.0310975 | val_loss: 0.0311351 | Time: 5070.88 ms [2022-02-05 19:59:37 main:574] : INFO : Epoch 1777 | loss: 0.0311014 | val_loss: 0.0311347 | Time: 4903.41 ms [2022-02-05 19:59:43 main:574] : INFO : Epoch 1778 | loss: 0.0311175 | val_loss: 0.0311381 | Time: 5024.93 ms [2022-02-05 19:59:48 main:574] : INFO : Epoch 1779 | loss: 0.0311158 | val_loss: 0.0311351 | Time: 5021.5 ms [2022-02-05 19:59:54 main:574] : INFO : Epoch 1780 | loss: 0.0311104 | val_loss: 0.0311299 | Time: 5050.18 ms [2022-02-05 19:59:59 main:574] : INFO : Epoch 1781 | loss: 0.0311095 | val_loss: 0.0311293 | Time: 5141.37 ms [2022-02-05 20:00:05 main:574] : INFO : Epoch 1782 | loss: 0.0311068 | val_loss: 0.0311266 | Time: 5244.27 ms [2022-02-05 20:00:19 main:574] : INFO : Epoch 1783 | loss: 0.0311054 | val_loss: 0.0311361 | Time: 14741.6 ms [2022-02-05 20:00:24 main:574] : INFO : Epoch 1784 | loss: 0.0311069 | val_loss: 0.0311347 | Time: 4446.61 ms [2022-02-05 20:00:29 main:574] : INFO : Epoch 1785 | loss: 0.0311057 | val_loss: 0.0311367 | Time: 5104.58 ms [2022-02-05 20:00:34 main:574] : INFO : Epoch 1786 | loss: 0.031105 | val_loss: 0.0311333 | Time: 4764.73 ms [2022-02-05 20:00:39 main:574] : INFO : Epoch 1787 | loss: 0.0311055 | val_loss: 0.0311297 | Time: 5276.39 ms [2022-02-05 20:00:45 main:574] : INFO : Epoch 1788 | loss: 0.0311027 | val_loss: 0.0311311 | Time: 5334.12 ms [2022-02-05 20:00:50 main:574] : INFO : Epoch 1789 | loss: 0.0311024 | val_loss: 0.0311291 | Time: 5194.13 ms [2022-02-05 20:00:57 main:574] : INFO : Epoch 1790 | loss: 0.031101 | val_loss: 0.031129 | Time: 5114.31 ms [2022-02-05 20:01:02 main:574] : INFO : Epoch 1791 | loss: 0.0311004 | val_loss: 0.03113 | Time: 5095.81 ms [2022-02-05 20:01:17 main:574] : INFO : Epoch 1792 | loss: 0.0311012 | val_loss: 0.031136 | Time: 15034.4 ms [2022-02-05 20:01:21 main:574] : INFO : Epoch 1793 | loss: 0.0310994 | val_loss: 0.0311282 | Time: 4231.81 ms [2022-02-05 20:01:27 main:574] : INFO : Epoch 1794 | loss: 0.0310978 | val_loss: 0.0311289 | Time: 4652.48 ms [2022-02-05 20:01:32 main:574] : INFO : Epoch 1795 | loss: 0.0310972 | val_loss: 0.0311279 | Time: 5110.03 ms [2022-02-05 20:01:37 main:574] : INFO : Epoch 1796 | loss: 0.0310972 | val_loss: 0.0311272 | Time: 5130.65 ms [2022-02-05 20:01:43 main:574] : INFO : Epoch 1797 | loss: 0.0310957 | val_loss: 0.0311326 | Time: 5083.03 ms [2022-02-05 20:01:47 main:574] : INFO : Epoch 1798 | loss: 0.0310957 | val_loss: 0.0311287 | Time: 4881.77 ms [2022-02-05 20:01:53 main:574] : INFO : Epoch 1799 | loss: 0.0310961 | val_loss: 0.0311277 | Time: 5166.57 ms [2022-02-05 20:01:58 main:574] : INFO : Epoch 1800 | loss: 0.0310969 | val_loss: 0.0311311 | Time: 4996.89 ms [2022-02-05 20:02:03 main:574] : INFO : Epoch 1801 | loss: 0.0310951 | val_loss: 0.0311309 | Time: 5041.26 ms [2022-02-05 20:02:18 main:574] : INFO : Epoch 1802 | loss: 0.0310938 | val_loss: 0.0311312 | Time: 14930.6 ms [2022-02-05 20:02:22 main:574] : INFO : Epoch 1803 | loss: 0.0310932 | val_loss: 0.0311303 | Time: 4135.45 ms [2022-02-05 20:02:27 main:574] : INFO : Epoch 1804 | loss: 0.0310936 | val_loss: 0.0311278 | Time: 4550.55 ms [2022-02-05 20:02:33 main:574] : INFO : Epoch 1805 | loss: 0.0310963 | val_loss: 0.0311268 | Time: 5011.43 ms [2022-02-05 20:02:39 main:574] : INFO : Epoch 1806 | loss: 0.0310958 | val_loss: 0.0311288 | Time: 4978.85 ms [2022-02-05 20:02:44 main:574] : INFO : Epoch 1807 | loss: 0.0310976 | val_loss: 0.0311368 | Time: 4914.85 ms [2022-02-05 20:02:49 main:574] : INFO : Epoch 1808 | loss: 0.0310947 | val_loss: 0.0311281 | Time: 4949.07 ms [2022-02-05 20:02:54 main:574] : INFO : Epoch 1809 | loss: 0.0310935 | val_loss: 0.0311352 | Time: 5143.39 ms [2022-02-05 20:02:59 main:574] : INFO : Epoch 1810 | loss: 0.0310929 | val_loss: 0.0311329 | Time: 5054.52 ms [2022-02-05 20:03:04 main:574] : INFO : Epoch 1811 | loss: 0.031094 | val_loss: 0.0311351 | Time: 5033.72 ms [2022-02-05 20:03:19 main:574] : INFO : Epoch 1812 | loss: 0.0311015 | val_loss: 0.0311373 | Time: 15129.2 ms [2022-02-05 20:03:24 main:574] : INFO : Epoch 1813 | loss: 0.0310995 | val_loss: 0.0311392 | Time: 4251.68 ms [2022-02-05 20:03:29 main:574] : INFO : Epoch 1814 | loss: 0.0310978 | val_loss: 0.0311362 | Time: 4738.24 ms [2022-02-05 20:03:34 main:574] : INFO : Epoch 1815 | loss: 0.0310966 | val_loss: 0.0311302 | Time: 5106.44 ms [2022-02-05 20:03:39 main:574] : INFO : Epoch 1816 | loss: 0.0310968 | val_loss: 0.0311357 | Time: 4974.61 ms [2022-02-05 20:03:44 main:574] : INFO : Epoch 1817 | loss: 0.0311048 | val_loss: 0.0311422 | Time: 5073.07 ms [2022-02-05 20:03:49 main:574] : INFO : Epoch 1818 | loss: 0.0311016 | val_loss: 0.0311304 | Time: 5006.27 ms [2022-02-05 20:03:54 main:574] : INFO : Epoch 1819 | loss: 0.0310985 | val_loss: 0.0311353 | Time: 5077.49 ms [2022-02-05 20:03:59 main:574] : INFO : Epoch 1820 | loss: 0.0311 | val_loss: 0.0311269 | Time: 5102.56 ms [2022-02-05 20:04:05 main:574] : INFO : Epoch 1821 | loss: 0.0310983 | val_loss: 0.0311376 | Time: 5013.91 ms [2022-02-05 20:04:20 main:574] : INFO : Epoch 1822 | loss: 0.0311099 | val_loss: 0.0311396 | Time: 15043.3 ms [2022-02-05 20:04:25 main:574] : INFO : Epoch 1823 | loss: 0.0311103 | val_loss: 0.0311344 | Time: 4042.39 ms [2022-02-05 20:04:30 main:574] : INFO : Epoch 1824 | loss: 0.0311059 | val_loss: 0.0311335 | Time: 5035.85 ms [2022-02-05 20:04:35 main:574] : INFO : Epoch 1825 | loss: 0.0311021 | val_loss: 0.0311336 | Time: 5061.05 ms [2022-02-05 20:04:40 main:574] : INFO : Epoch 1826 | loss: 0.0310985 | val_loss: 0.0311407 | Time: 5002.55 ms [2022-02-05 20:04:45 main:574] : INFO : Epoch 1827 | loss: 0.031098 | val_loss: 0.0311415 | Time: 4750.05 ms [2022-02-05 20:04:50 main:574] : INFO : Epoch 1828 | loss: 0.031105 | val_loss: 0.0311411 | Time: 5184.59 ms [2022-02-05 20:04:55 main:574] : INFO : Epoch 1829 | loss: 0.0311076 | val_loss: 0.0311331 | Time: 4937.09 ms [2022-02-05 20:05:00 main:574] : INFO : Epoch 1830 | loss: 0.0311045 | val_loss: 0.0311274 | Time: 5016.52 ms [2022-02-05 20:05:06 main:574] : INFO : Epoch 1831 | loss: 0.031098 | val_loss: 0.0311306 | Time: 5061.84 ms [2022-02-05 20:05:21 main:574] : INFO : Epoch 1832 | loss: 0.0310965 | val_loss: 0.0311308 | Time: 14778.3 ms [2022-02-05 20:05:26 main:574] : INFO : Epoch 1833 | loss: 0.0310987 | val_loss: 0.0311277 | Time: 4266.53 ms [2022-02-05 20:05:30 main:574] : INFO : Epoch 1834 | loss: 0.0310972 | val_loss: 0.031125 | Time: 4620.13 ms [2022-02-05 20:05:36 main:574] : INFO : Epoch 1835 | loss: 0.0310968 | val_loss: 0.0311276 | Time: 4933.66 ms [2022-02-05 20:05:42 main:574] : INFO : Epoch 1836 | loss: 0.031095 | val_loss: 0.0311276 | Time: 4853.54 ms [2022-02-05 20:05:47 main:574] : INFO : Epoch 1837 | loss: 0.0310944 | val_loss: 0.0311264 | Time: 5173.7 ms [2022-02-05 20:05:53 main:574] : INFO : Epoch 1838 | loss: 0.0310952 | val_loss: 0.0311271 | Time: 5108.64 ms [2022-02-05 20:05:58 main:574] : INFO : Epoch 1839 | loss: 0.0310999 | val_loss: 0.0311308 | Time: 4953.62 ms [2022-02-05 20:06:04 main:574] : INFO : Epoch 1840 | loss: 0.0310991 | val_loss: 0.0311344 | Time: 5057.03 ms [2022-02-05 20:06:09 main:574] : INFO : Epoch 1841 | loss: 0.0311004 | val_loss: 0.0311296 | Time: 4923.9 ms [2022-02-05 20:06:14 main:574] : INFO : Epoch 1842 | loss: 0.0310972 | val_loss: 0.0311344 | Time: 5062.26 ms [2022-02-05 20:06:19 main:574] : INFO : Epoch 1843 | loss: 0.0310963 | val_loss: 0.0311349 | Time: 5012.15 ms [2022-02-05 20:06:24 main:574] : INFO : Epoch 1844 | loss: 0.0310939 | val_loss: 0.0311296 | Time: 5099.63 ms [2022-02-05 20:06:29 main:574] : INFO : Epoch 1845 | loss: 0.0310931 | val_loss: 0.0311311 | Time: 4838.56 ms [2022-02-05 20:06:35 main:574] : INFO : Epoch 1846 | loss: 0.0310922 | val_loss: 0.0311327 | Time: 5185.33 ms [2022-02-05 20:06:40 main:574] : INFO : Epoch 1847 | loss: 0.0310914 | val_loss: 0.0311322 | Time: 4914.78 ms [2022-02-05 20:06:45 main:574] : INFO : Epoch 1848 | loss: 0.0310925 | val_loss: 0.0311318 | Time: 5058.35 ms [2022-02-05 20:06:50 main:574] : INFO : Epoch 1849 | loss: 0.0310943 | val_loss: 0.0311371 | Time: 4993.06 ms [2022-02-05 20:06:55 main:574] : INFO : Epoch 1850 | loss: 0.0310923 | val_loss: 0.0311339 | Time: 5027.29 ms [2022-02-05 20:07:01 main:574] : INFO : Epoch 1851 | loss: 0.0310905 | val_loss: 0.0311304 | Time: 5172.32 ms [2022-02-05 20:07:07 main:574] : INFO : Epoch 1852 | loss: 0.0310917 | val_loss: 0.0311316 | Time: 5096.87 ms [2022-02-05 20:07:22 main:574] : INFO : Epoch 1853 | loss: 0.0310935 | val_loss: 0.0311291 | Time: 14756.1 ms [2022-02-05 20:07:26 main:574] : INFO : Epoch 1854 | loss: 0.0310934 | val_loss: 0.0311246 | Time: 4160.66 ms [2022-02-05 20:07:31 main:574] : INFO : Epoch 1855 | loss: 0.0310925 | val_loss: 0.0311327 | Time: 4712.38 ms [2022-02-05 20:07:36 main:574] : INFO : Epoch 1856 | loss: 0.0310907 | val_loss: 0.0311293 | Time: 4876.21 ms [2022-02-05 20:07:41 main:574] : INFO : Epoch 1857 | loss: 0.0310908 | val_loss: 0.0311262 | Time: 5017.8 ms [2022-02-05 20:07:46 main:574] : INFO : Epoch 1858 | loss: 0.0310901 | val_loss: 0.0311267 | Time: 4803.23 ms [2022-02-05 20:07:51 main:574] : INFO : Epoch 1859 | loss: 0.0310908 | val_loss: 0.0311282 | Time: 5169.96 ms [2022-02-05 20:07:57 main:574] : INFO : Epoch 1860 | loss: 0.0310909 | val_loss: 0.0311318 | Time: 5144.41 ms [2022-02-05 20:08:02 main:574] : INFO : Epoch 1861 | loss: 0.03109 | val_loss: 0.0311334 | Time: 5042.36 ms [2022-02-05 20:08:08 main:574] : INFO : Epoch 1862 | loss: 0.0310894 | val_loss: 0.0311329 | Time: 5115.86 ms [2022-02-05 20:08:23 main:574] : INFO : Epoch 1863 | loss: 0.0310888 | val_loss: 0.0311246 | Time: 15110.5 ms [2022-02-05 20:08:28 main:574] : INFO : Epoch 1864 | loss: 0.0310922 | val_loss: 0.0311312 | Time: 4174.47 ms [2022-02-05 20:08:33 main:574] : INFO : Epoch 1865 | loss: 0.0310891 | val_loss: 0.0311278 | Time: 4980.08 ms [2022-02-05 20:08:38 main:574] : INFO : Epoch 1866 | loss: 0.0310912 | val_loss: 0.0311285 | Time: 4978.72 ms [2022-02-05 20:08:43 main:574] : INFO : Epoch 1867 | loss: 0.0310912 | val_loss: 0.0311385 | Time: 4932.46 ms [2022-02-05 20:08:49 main:574] : INFO : Epoch 1868 | loss: 0.0310906 | val_loss: 0.03113 | Time: 5141.35 ms [2022-02-05 20:08:53 main:574] : INFO : Epoch 1869 | loss: 0.0310893 | val_loss: 0.0311393 | Time: 4865.93 ms [2022-02-05 20:08:59 main:574] : INFO : Epoch 1870 | loss: 0.0310915 | val_loss: 0.03113 | Time: 4872.38 ms [2022-02-05 20:09:05 main:574] : INFO : Epoch 1871 | loss: 0.0310908 | val_loss: 0.0311296 | Time: 5141.19 ms [2022-02-05 20:09:10 main:574] : INFO : Epoch 1872 | loss: 0.0310888 | val_loss: 0.0311316 | Time: 4782.72 ms [2022-02-05 20:09:26 main:574] : INFO : Epoch 1873 | loss: 0.0310886 | val_loss: 0.0311273 | Time: 14462.9 ms [2022-02-05 20:09:30 main:574] : INFO : Epoch 1874 | loss: 0.0310885 | val_loss: 0.0311277 | Time: 4127.35 ms [2022-02-05 20:09:35 main:574] : INFO : Epoch 1875 | loss: 0.0310886 | val_loss: 0.0311272 | Time: 4981.01 ms [2022-02-05 20:09:40 main:574] : INFO : Epoch 1876 | loss: 0.031088 | val_loss: 0.0311342 | Time: 4985.07 ms [2022-02-05 20:09:46 main:574] : INFO : Epoch 1877 | loss: 0.0310876 | val_loss: 0.0311315 | Time: 5037.65 ms [2022-02-05 20:09:51 main:574] : INFO : Epoch 1878 | loss: 0.0310872 | val_loss: 0.0311347 | Time: 5157.76 ms [2022-02-05 20:09:56 main:574] : INFO : Epoch 1879 | loss: 0.0310925 | val_loss: 0.0311312 | Time: 5039.15 ms [2022-02-05 20:10:01 main:574] : INFO : Epoch 1880 | loss: 0.0310951 | val_loss: 0.0311296 | Time: 4968.27 ms [2022-02-05 20:10:06 main:574] : INFO : Epoch 1881 | loss: 0.0310922 | val_loss: 0.0311238 | Time: 5056.42 ms [2022-02-05 20:10:11 main:574] : INFO : Epoch 1882 | loss: 0.0310892 | val_loss: 0.0311297 | Time: 5037.49 ms [2022-02-05 20:10:26 main:574] : INFO : Epoch 1883 | loss: 0.0310892 | val_loss: 0.0311288 | Time: 14360.5 ms [2022-02-05 20:10:31 main:574] : INFO : Epoch 1884 | loss: 0.0310901 | val_loss: 0.0311276 | Time: 4327.93 ms [2022-02-05 20:10:36 main:574] : INFO : Epoch 1885 | loss: 0.0310885 | val_loss: 0.0311294 | Time: 5136.13 ms [2022-02-05 20:10:41 main:574] : INFO : Epoch 1886 | loss: 0.0310892 | val_loss: 0.0311256 | Time: 5135.29 ms [2022-02-05 20:10:47 main:574] : INFO : Epoch 1887 | loss: 0.0310887 | val_loss: 0.0311267 | Time: 4924.02 ms [2022-02-05 20:10:52 main:574] : INFO : Epoch 1888 | loss: 0.03109 | val_loss: 0.0311275 | Time: 5092.56 ms [2022-02-05 20:10:57 main:574] : INFO : Epoch 1889 | loss: 0.0310896 | val_loss: 0.0311412 | Time: 4926.97 ms [2022-02-05 20:11:02 main:574] : INFO : Epoch 1890 | loss: 0.031092 | val_loss: 0.0311315 | Time: 5193.23 ms [2022-02-05 20:11:17 main:574] : INFO : Epoch 1891 | loss: 0.0310913 | val_loss: 0.0311314 | Time: 14475.7 ms [2022-02-05 20:11:21 main:574] : INFO : Epoch 1892 | loss: 0.0310895 | val_loss: 0.031128 | Time: 4294.22 ms [2022-02-05 20:11:26 main:574] : INFO : Epoch 1893 | loss: 0.0310958 | val_loss: 0.031135 | Time: 5071.93 ms [2022-02-05 20:11:31 main:574] : INFO : Epoch 1894 | loss: 0.0311118 | val_loss: 0.0311285 | Time: 4981 ms [2022-02-05 20:11:36 main:574] : INFO : Epoch 1895 | loss: 0.0311078 | val_loss: 0.0311304 | Time: 4893.61 ms [2022-02-05 20:11:42 main:574] : INFO : Epoch 1896 | loss: 0.031104 | val_loss: 0.031127 | Time: 5008.06 ms [2022-02-05 20:11:47 main:574] : INFO : Epoch 1897 | loss: 0.0311007 | val_loss: 0.0311332 | Time: 5019.97 ms [2022-02-05 20:11:52 main:574] : INFO : Epoch 1898 | loss: 0.0310968 | val_loss: 0.0311291 | Time: 5196.86 ms [2022-02-05 20:11:57 main:574] : INFO : Epoch 1899 | loss: 0.0310981 | val_loss: 0.0311359 | Time: 4872.28 ms [2022-02-05 20:12:03 main:574] : INFO : Epoch 1900 | loss: 0.0310998 | val_loss: 0.0311339 | Time: 5134.79 ms [2022-02-05 20:12:18 main:574] : INFO : Epoch 1901 | loss: 0.0310965 | val_loss: 0.0311309 | Time: 14393.6 ms [2022-02-05 20:12:22 main:574] : INFO : Epoch 1902 | loss: 0.0310948 | val_loss: 0.0311317 | Time: 4300.79 ms [2022-02-05 20:12:27 main:574] : INFO : Epoch 1903 | loss: 0.0310946 | val_loss: 0.0311296 | Time: 5000.42 ms [2022-02-05 20:12:33 main:574] : INFO : Epoch 1904 | loss: 0.0310968 | val_loss: 0.0311387 | Time: 5139.39 ms [2022-02-05 20:12:38 main:574] : INFO : Epoch 1905 | loss: 0.031096 | val_loss: 0.031136 | Time: 4960.02 ms [2022-02-05 20:12:43 main:574] : INFO : Epoch 1906 | loss: 0.0310937 | val_loss: 0.031149 | Time: 5228.35 ms [2022-02-05 20:12:48 main:574] : INFO : Epoch 1907 | loss: 0.0310993 | val_loss: 0.0311324 | Time: 5295.45 ms [2022-02-05 20:12:54 main:574] : INFO : Epoch 1908 | loss: 0.0310945 | val_loss: 0.0311363 | Time: 5103.64 ms [2022-02-05 20:12:59 main:574] : INFO : Epoch 1909 | loss: 0.0310975 | val_loss: 0.0311407 | Time: 5091.09 ms [2022-02-05 20:13:04 main:574] : INFO : Epoch 1910 | loss: 0.0310929 | val_loss: 0.0311328 | Time: 4996.84 ms [2022-02-05 20:13:10 main:574] : INFO : Epoch 1911 | loss: 0.0310924 | val_loss: 0.0311328 | Time: 5152.32 ms [2022-02-05 20:13:25 main:574] : INFO : Epoch 1912 | loss: 0.0310922 | val_loss: 0.0311366 | Time: 15302.5 ms [2022-02-05 20:13:30 main:574] : INFO : Epoch 1913 | loss: 0.0310948 | val_loss: 0.0311367 | Time: 4333.81 ms [2022-02-05 20:13:34 main:574] : INFO : Epoch 1914 | loss: 0.0310916 | val_loss: 0.0311433 | Time: 4498.59 ms [2022-02-05 20:13:39 main:574] : INFO : Epoch 1915 | loss: 0.0310895 | val_loss: 0.0311349 | Time: 4971.67 ms [2022-02-05 20:13:44 main:574] : INFO : Epoch 1916 | loss: 0.0310887 | val_loss: 0.0311373 | Time: 4908.18 ms [2022-02-05 20:13:50 main:574] : INFO : Epoch 1917 | loss: 0.0310905 | val_loss: 0.0311367 | Time: 5069.69 ms [2022-02-05 20:13:55 main:574] : INFO : Epoch 1918 | loss: 0.0310929 | val_loss: 0.0311346 | Time: 5127.97 ms [2022-02-05 20:14:00 main:574] : INFO : Epoch 1919 | loss: 0.0310933 | val_loss: 0.0311338 | Time: 5069.84 ms [2022-02-05 20:14:05 main:574] : INFO : Epoch 1920 | loss: 0.0310903 | val_loss: 0.0311311 | Time: 4889.82 ms [2022-02-05 20:14:11 main:574] : INFO : Epoch 1921 | loss: 0.0310892 | val_loss: 0.03114 | Time: 5088.8 ms [2022-02-05 20:14:26 main:574] : INFO : Epoch 1922 | loss: 0.031091 | val_loss: 0.0311307 | Time: 15251.2 ms [2022-02-05 20:14:30 main:574] : INFO : Epoch 1923 | loss: 0.0310905 | val_loss: 0.0311289 | Time: 4237.02 ms [2022-02-05 20:14:35 main:574] : INFO : Epoch 1924 | loss: 0.0310883 | val_loss: 0.0311352 | Time: 4621.41 ms [2022-02-05 20:14:40 main:574] : INFO : Epoch 1925 | loss: 0.0310891 | val_loss: 0.0311324 | Time: 4922.09 ms [2022-02-05 20:14:45 main:574] : INFO : Epoch 1926 | loss: 0.0310935 | val_loss: 0.0311333 | Time: 4923.68 ms [2022-02-05 20:14:51 main:574] : INFO : Epoch 1927 | loss: 0.0310916 | val_loss: 0.0311316 | Time: 5054.13 ms [2022-02-05 20:14:57 main:574] : INFO : Epoch 1928 | loss: 0.0310903 | val_loss: 0.0311325 | Time: 5163.5 ms [2022-02-05 20:15:02 main:574] : INFO : Epoch 1929 | loss: 0.0310889 | val_loss: 0.0311326 | Time: 4924.91 ms [2022-02-05 20:15:17 main:574] : INFO : Epoch 1930 | loss: 0.0310914 | val_loss: 0.0311327 | Time: 15453.4 ms [2022-02-05 20:15:22 main:574] : INFO : Epoch 1931 | loss: 0.031091 | val_loss: 0.0311396 | Time: 4222.44 ms [2022-02-05 20:15:27 main:574] : INFO : Epoch 1932 | loss: 0.0310933 | val_loss: 0.031136 | Time: 4617.68 ms [2022-02-05 20:15:33 main:574] : INFO : Epoch 1933 | loss: 0.0310928 | val_loss: 0.0311333 | Time: 5033 ms [2022-02-05 20:15:38 main:574] : INFO : Epoch 1934 | loss: 0.0310899 | val_loss: 0.0311357 | Time: 4976.85 ms [2022-02-05 20:15:43 main:574] : INFO : Epoch 1935 | loss: 0.0310889 | val_loss: 0.0311349 | Time: 5096.56 ms [2022-02-05 20:15:49 main:574] : INFO : Epoch 1936 | loss: 0.0310881 | val_loss: 0.0311328 | Time: 4969.9 ms [2022-02-05 20:15:55 main:574] : INFO : Epoch 1937 | loss: 0.0310867 | val_loss: 0.0311384 | Time: 5028.99 ms [2022-02-05 20:16:00 main:574] : INFO : Epoch 1938 | loss: 0.0310866 | val_loss: 0.0311294 | Time: 5197.46 ms [2022-02-05 20:16:05 main:574] : INFO : Epoch 1939 | loss: 0.0310883 | val_loss: 0.0311346 | Time: 4846.24 ms [2022-02-05 20:16:10 main:574] : INFO : Epoch 1940 | loss: 0.0310866 | val_loss: 0.0311424 | Time: 5087.08 ms [2022-02-05 20:16:16 main:574] : INFO : Epoch 1941 | loss: 0.0310914 | val_loss: 0.0311365 | Time: 4957.9 ms [2022-02-05 20:16:31 main:574] : INFO : Epoch 1942 | loss: 0.0310859 | val_loss: 0.0311382 | Time: 14359.9 ms [2022-02-05 20:16:35 main:574] : INFO : Epoch 1943 | loss: 0.0310876 | val_loss: 0.0311342 | Time: 4191.58 ms [2022-02-05 20:16:40 main:574] : INFO : Epoch 1944 | loss: 0.0310904 | val_loss: 0.0311335 | Time: 5004.16 ms [2022-02-05 20:16:45 main:574] : INFO : Epoch 1945 | loss: 0.0310897 | val_loss: 0.0311334 | Time: 4909.07 ms [2022-02-05 20:16:51 main:574] : INFO : Epoch 1946 | loss: 0.0310887 | val_loss: 0.0311338 | Time: 5156.12 ms [2022-02-05 20:16:56 main:574] : INFO : Epoch 1947 | loss: 0.0310899 | val_loss: 0.031136 | Time: 4897.26 ms [2022-02-05 20:17:01 main:574] : INFO : Epoch 1948 | loss: 0.0310935 | val_loss: 0.0311398 | Time: 5105.18 ms [2022-02-05 20:17:06 main:574] : INFO : Epoch 1949 | loss: 0.0310917 | val_loss: 0.0311364 | Time: 5047.35 ms [2022-02-05 20:17:21 main:574] : INFO : Epoch 1950 | loss: 0.0310931 | val_loss: 0.0311306 | Time: 14660.7 ms [2022-02-05 20:17:26 main:574] : INFO : Epoch 1951 | loss: 0.0310956 | val_loss: 0.0311316 | Time: 4520.15 ms [2022-02-05 20:17:31 main:574] : INFO : Epoch 1952 | loss: 0.031095 | val_loss: 0.031141 | Time: 5115.69 ms [2022-02-05 20:17:37 main:574] : INFO : Epoch 1953 | loss: 0.0310895 | val_loss: 0.0311345 | Time: 5104.05 ms [2022-02-05 20:17:42 main:574] : INFO : Epoch 1954 | loss: 0.0310911 | val_loss: 0.0311416 | Time: 5045.25 ms [2022-02-05 20:17:47 main:574] : INFO : Epoch 1955 | loss: 0.0310953 | val_loss: 0.0311336 | Time: 5020.57 ms [2022-02-05 20:17:53 main:574] : INFO : Epoch 1956 | loss: 0.0310941 | val_loss: 0.0311353 | Time: 5232.72 ms [2022-02-05 20:17:58 main:574] : INFO : Epoch 1957 | loss: 0.0310929 | val_loss: 0.0311304 | Time: 5007.83 ms [2022-02-05 20:18:03 main:574] : INFO : Epoch 1958 | loss: 0.0310911 | val_loss: 0.0311346 | Time: 4950.47 ms [2022-02-05 20:18:08 main:574] : INFO : Epoch 1959 | loss: 0.0310908 | val_loss: 0.0311348 | Time: 5132.97 ms [2022-02-05 20:18:13 main:574] : INFO : Epoch 1960 | loss: 0.0310884 | val_loss: 0.0311329 | Time: 5044.58 ms [2022-02-05 20:18:28 main:574] : INFO : Epoch 1961 | loss: 0.0310873 | val_loss: 0.0311401 | Time: 15140 ms [2022-02-05 20:18:33 main:574] : INFO : Epoch 1962 | loss: 0.0310881 | val_loss: 0.0311336 | Time: 4380.82 ms [2022-02-05 20:18:38 main:574] : INFO : Epoch 1963 | loss: 0.0310854 | val_loss: 0.0311377 | Time: 4708.7 ms [2022-02-05 20:18:43 main:574] : INFO : Epoch 1964 | loss: 0.0310934 | val_loss: 0.0311401 | Time: 5071.27 ms [2022-02-05 20:18:48 main:574] : INFO : Epoch 1965 | loss: 0.0310918 | val_loss: 0.0311316 | Time: 5103.34 ms [2022-02-05 20:18:54 main:574] : INFO : Epoch 1966 | loss: 0.0310935 | val_loss: 0.0311371 | Time: 4996.16 ms [2022-02-05 20:18:59 main:574] : INFO : Epoch 1967 | loss: 0.0310972 | val_loss: 0.0311414 | Time: 4984.56 ms [2022-02-05 20:19:04 main:574] : INFO : Epoch 1968 | loss: 0.0310921 | val_loss: 0.0311336 | Time: 4933.59 ms [2022-02-05 20:19:09 main:574] : INFO : Epoch 1969 | loss: 0.0310982 | val_loss: 0.0311346 | Time: 5043.22 ms [2022-02-05 20:19:14 main:574] : INFO : Epoch 1970 | loss: 0.0310958 | val_loss: 0.0311397 | Time: 4923.19 ms [2022-02-05 20:19:29 main:574] : INFO : Epoch 1971 | loss: 0.031094 | val_loss: 0.031135 | Time: 15262.2 ms [2022-02-05 20:19:34 main:574] : INFO : Epoch 1972 | loss: 0.0310913 | val_loss: 0.0311353 | Time: 4280.97 ms [2022-02-05 20:19:39 main:574] : INFO : Epoch 1973 | loss: 0.0310946 | val_loss: 0.0311384 | Time: 4529.64 ms [2022-02-05 20:19:44 main:574] : INFO : Epoch 1974 | loss: 0.0310912 | val_loss: 0.0311347 | Time: 4873.7 ms [2022-02-05 20:19:49 main:574] : INFO : Epoch 1975 | loss: 0.0310931 | val_loss: 0.0311356 | Time: 5093.97 ms [2022-02-05 20:19:54 main:574] : INFO : Epoch 1976 | loss: 0.0310901 | val_loss: 0.0311354 | Time: 5081.22 ms [2022-02-05 20:19:59 main:574] : INFO : Epoch 1977 | loss: 0.0310908 | val_loss: 0.0311448 | Time: 4954.52 ms [2022-02-05 20:20:04 main:574] : INFO : Epoch 1978 | loss: 0.0310898 | val_loss: 0.0311306 | Time: 5233.34 ms [2022-02-05 20:20:20 main:574] : INFO : Epoch 1979 | loss: 0.0310905 | val_loss: 0.0311355 | Time: 15061.1 ms [2022-02-05 20:20:24 main:574] : INFO : Epoch 1980 | loss: 0.0310903 | val_loss: 0.0311312 | Time: 4291.46 ms [2022-02-05 20:20:29 main:574] : INFO : Epoch 1981 | loss: 0.0310891 | val_loss: 0.0311369 | Time: 4256.52 ms [2022-02-05 20:20:34 main:574] : INFO : Epoch 1982 | loss: 0.0310929 | val_loss: 0.0311305 | Time: 4831.84 ms [2022-02-05 20:20:39 main:574] : INFO : Epoch 1983 | loss: 0.0310903 | val_loss: 0.0311329 | Time: 5081.16 ms [2022-02-05 20:20:44 main:574] : INFO : Epoch 1984 | loss: 0.0310868 | val_loss: 0.0311341 | Time: 4780.44 ms [2022-02-05 20:20:49 main:574] : INFO : Epoch 1985 | loss: 0.0310889 | val_loss: 0.031136 | Time: 5166.13 ms [2022-02-05 20:20:54 main:574] : INFO : Epoch 1986 | loss: 0.0310877 | val_loss: 0.0311338 | Time: 5041.5 ms [2022-02-05 20:20:59 main:574] : INFO : Epoch 1987 | loss: 0.0310858 | val_loss: 0.0311349 | Time: 5008.48 ms [2022-02-05 20:21:04 main:574] : INFO : Epoch 1988 | loss: 0.0310886 | val_loss: 0.0311302 | Time: 4847.45 ms [2022-02-05 20:21:09 main:574] : INFO : Epoch 1989 | loss: 0.0310839 | val_loss: 0.0311333 | Time: 5007.7 ms [2022-02-05 20:21:24 main:574] : INFO : Epoch 1990 | loss: 0.0310838 | val_loss: 0.0311363 | Time: 4246.08 ms [2022-02-05 20:21:29 main:574] : INFO : Epoch 1991 | loss: 0.031083 | val_loss: 0.0311392 | Time: 4377.35 ms [2022-02-05 20:21:34 main:574] : INFO : Epoch 1992 | loss: 0.0310825 | val_loss: 0.0311303 | Time: 4989.37 ms [2022-02-05 20:21:40 main:574] : INFO : Epoch 1993 | loss: 0.0310844 | val_loss: 0.0311364 | Time: 4846.62 ms [2022-02-05 20:21:45 main:574] : INFO : Epoch 1994 | loss: 0.0310873 | val_loss: 0.0311326 | Time: 5070.06 ms [2022-02-05 20:21:50 main:574] : INFO : Epoch 1995 | loss: 0.0310878 | val_loss: 0.0311393 | Time: 4949.91 ms [2022-02-05 20:21:55 main:574] : INFO : Epoch 1996 | loss: 0.0310851 | val_loss: 0.0311311 | Time: 5325.6 ms [2022-02-05 20:22:00 main:574] : INFO : Epoch 1997 | loss: 0.0310861 | val_loss: 0.0311344 | Time: 4935.74 ms [2022-02-05 20:22:06 main:574] : INFO : Epoch 1998 | loss: 0.0310876 | val_loss: 0.0311405 | Time: 5179.65 ms [2022-02-05 20:22:11 main:574] : INFO : Epoch 1999 | loss: 0.031095 | val_loss: 0.0311323 | Time: 4912.52 ms [2022-02-05 20:22:16 main:574] : INFO : Epoch 2000 | loss: 0.0310973 | val_loss: 0.0311261 | Time: 5138.11 ms [2022-02-05 20:22:31 main:574] : INFO : Epoch 2001 | loss: 0.0310988 | val_loss: 0.0311328 | Time: 15047.1 ms [2022-02-05 20:22:35 main:574] : INFO : Epoch 2002 | loss: 0.0310981 | val_loss: 0.0311343 | Time: 4338.13 ms [2022-02-05 20:22:41 main:574] : INFO : Epoch 2003 | loss: 0.0310936 | val_loss: 0.0311389 | Time: 4739.31 ms [2022-02-05 20:22:47 main:574] : INFO : Epoch 2004 | loss: 0.0310946 | val_loss: 0.0311304 | Time: 4988.86 ms [2022-02-05 20:22:52 main:574] : INFO : Epoch 2005 | loss: 0.0311008 | val_loss: 0.0311288 | Time: 5235.37 ms [2022-02-05 20:22:57 main:574] : INFO : Epoch 2006 | loss: 0.0310977 | val_loss: 0.0311263 | Time: 5065.36 ms [2022-02-05 20:23:02 main:574] : INFO : Epoch 2007 | loss: 0.031097 | val_loss: 0.0311341 | Time: 4967.91 ms [2022-02-05 20:23:07 main:574] : INFO : Epoch 2008 | loss: 0.0310957 | val_loss: 0.0311295 | Time: 4967.7 ms [2022-02-05 20:23:23 main:574] : INFO : Epoch 2009 | loss: 0.0310916 | val_loss: 0.0311285 | Time: 15046.6 ms [2022-02-05 20:23:27 main:574] : INFO : Epoch 2010 | loss: 0.0310915 | val_loss: 0.0311322 | Time: 4144.07 ms [2022-02-05 20:23:32 main:574] : INFO : Epoch 2011 | loss: 0.03109 | val_loss: 0.0311327 | Time: 4688.16 ms [2022-02-05 20:23:37 main:574] : INFO : Epoch 2012 | loss: 0.0310908 | val_loss: 0.0311388 | Time: 5115.73 ms [2022-02-05 20:23:42 main:574] : INFO : Epoch 2013 | loss: 0.0310873 | val_loss: 0.031135 | Time: 5038.49 ms [2022-02-05 20:23:47 main:574] : INFO : Epoch 2014 | loss: 0.0310886 | val_loss: 0.0311374 | Time: 4901.08 ms [2022-02-05 20:23:52 main:574] : INFO : Epoch 2015 | loss: 0.0310875 | val_loss: 0.0311417 | Time: 5164.9 ms [2022-02-05 20:23:57 main:574] : INFO : Epoch 2016 | loss: 0.0310936 | val_loss: 0.0311398 | Time: 4897.87 ms [2022-02-05 20:24:02 main:574] : INFO : Epoch 2017 | loss: 0.0310933 | val_loss: 0.0311371 | Time: 5089.88 ms [2022-02-05 20:24:07 main:574] : INFO : Epoch 2018 | loss: 0.03109 | val_loss: 0.0311355 | Time: 5084.79 ms [2022-02-05 20:24:12 main:574] : INFO : Epoch 2019 | loss: 0.0310869 | val_loss: 0.0311368 | Time: 5005.32 ms [2022-02-05 20:24:18 main:574] : INFO : Epoch 2020 | loss: 0.0310937 | val_loss: 0.0311374 | Time: 5057.41 ms [2022-02-05 20:24:33 main:574] : INFO : Epoch 2021 | loss: 0.0310917 | val_loss: 0.0311345 | Time: 15273.8 ms [2022-02-05 20:24:37 main:574] : INFO : Epoch 2022 | loss: 0.0310895 | val_loss: 0.0311291 | Time: 4036.65 ms [2022-02-05 20:24:42 main:574] : INFO : Epoch 2023 | loss: 0.0310935 | val_loss: 0.031143 | Time: 4312.13 ms [2022-02-05 20:24:47 main:574] : INFO : Epoch 2024 | loss: 0.0310918 | val_loss: 0.0311333 | Time: 5138.89 ms [2022-02-05 20:24:52 main:574] : INFO : Epoch 2025 | loss: 0.031093 | val_loss: 0.0311344 | Time: 5184.77 ms [2022-02-05 20:24:58 main:574] : INFO : Epoch 2026 | loss: 0.031095 | val_loss: 0.0311398 | Time: 5009.71 ms [2022-02-05 20:25:13 main:574] : INFO : Epoch 2027 | loss: 0.0310892 | val_loss: 0.0311368 | Time: 15060.7 ms [2022-02-05 20:25:17 main:574] : INFO : Epoch 2028 | loss: 0.0310903 | val_loss: 0.0311359 | Time: 4265.77 ms [2022-02-05 20:25:21 main:574] : INFO : Epoch 2029 | loss: 0.0311007 | val_loss: 0.0311261 | Time: 4248.49 ms [2022-02-05 20:25:27 main:574] : INFO : Epoch 2030 | loss: 0.0310948 | val_loss: 0.0311284 | Time: 5222.77 ms [2022-02-05 20:25:32 main:574] : INFO : Epoch 2031 | loss: 0.0310913 | val_loss: 0.0311287 | Time: 4928.3 ms [2022-02-05 20:25:37 main:574] : INFO : Epoch 2032 | loss: 0.0310917 | val_loss: 0.0311276 | Time: 5157.11 ms [2022-02-05 20:25:42 main:574] : INFO : Epoch 2033 | loss: 0.031092 | val_loss: 0.0311347 | Time: 4965.21 ms [2022-02-05 20:25:47 main:574] : INFO : Epoch 2034 | loss: 0.0310953 | val_loss: 0.0311289 | Time: 5083.52 ms [2022-02-05 20:25:52 main:574] : INFO : Epoch 2035 | loss: 0.0310937 | val_loss: 0.0311406 | Time: 4947.48 ms [2022-02-05 20:25:58 main:574] : INFO : Epoch 2036 | loss: 0.0310926 | val_loss: 0.0311312 | Time: 4911.02 ms [2022-02-05 20:26:04 main:574] : INFO : Epoch 2037 | loss: 0.0310885 | val_loss: 0.0311316 | Time: 5148.89 ms [2022-02-05 20:26:10 main:574] : INFO : Epoch 2038 | loss: 0.0310919 | val_loss: 0.0311329 | Time: 5158.75 ms [2022-02-05 20:26:15 main:574] : INFO : Epoch 2039 | loss: 0.0310977 | val_loss: 0.0311344 | Time: 4954.2 ms [2022-02-05 20:26:21 main:574] : INFO : Epoch 2040 | loss: 0.0311003 | val_loss: 0.0311407 | Time: 5078.07 ms [2022-02-05 20:26:36 main:574] : INFO : Epoch 2041 | loss: 0.0311008 | val_loss: 0.0311381 | Time: 14750.7 ms [2022-02-05 20:26:40 main:574] : INFO : Epoch 2042 | loss: 0.031097 | val_loss: 0.0311345 | Time: 4235.63 ms [2022-02-05 20:26:45 main:574] : INFO : Epoch 2043 | loss: 0.0310942 | val_loss: 0.0311316 | Time: 4763 ms [2022-02-05 20:26:51 main:574] : INFO : Epoch 2044 | loss: 0.0310971 | val_loss: 0.0311302 | Time: 5128.98 ms [2022-02-05 20:26:56 main:574] : INFO : Epoch 2045 | loss: 0.0311047 | val_loss: 0.0311259 | Time: 5010.95 ms [2022-02-05 20:27:01 main:574] : INFO : Epoch 2046 | loss: 0.0311001 | val_loss: 0.031135 | Time: 5038.53 ms [2022-02-05 20:27:16 main:574] : INFO : Epoch 2047 | loss: 0.0310996 | val_loss: 0.0311281 | Time: 14789.7 ms [2022-02-05 20:27:21 main:574] : INFO : Epoch 2048 | loss: 0.0311041 | val_loss: 0.0311388 | Time: 4288.99 ms [2022-02-05 20:27:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311388 [2022-02-05 20:27:21 main:603] : INFO : Saving end state to config to file [2022-02-05 20:27:22 main:608] : INFO : Success, exiting.. 20:27:22 (33836): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)