Task 8226525
| Name | ParityModified-1634619731-20901-0_0 |
| Workunit | 5755061 |
| Created | 19 Oct 2021, 5:02:16 UTC |
| Sent | 23 Oct 2021, 17:30:13 UTC |
| Report deadline | 31 Oct 2021, 17:30:13 UTC |
| Received | 24 Oct 2021, 16:00:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 3 hours 55 min 1 sec |
| CPU time | 2 hours 59 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 847.66 ms [2021-10-24 15:37:28 main:574] : INFO : Epoch 1542 | loss: 0.0310317 | val_loss: 0.0312435 | Time: 9326.91 ms [2021-10-24 15:37:37 main:574] : INFO : Epoch 1543 | loss: 0.0310238 | val_loss: 0.0312503 | Time: 9194.1 ms [2021-10-24 15:37:47 main:574] : INFO : Epoch 1544 | loss: 0.0310226 | val_loss: 0.0312549 | Time: 9346.27 ms [2021-10-24 15:37:56 main:574] : INFO : Epoch 1545 | loss: 0.031026 | val_loss: 0.0312618 | Time: 9022.31 ms [2021-10-24 15:38:04 main:574] : INFO : Epoch 1546 | loss: 0.0310213 | val_loss: 0.0312575 | Time: 8615.13 ms [2021-10-24 15:38:12 main:574] : INFO : Epoch 1547 | loss: 0.0310251 | val_loss: 0.0312677 | Time: 7332.4 ms [2021-10-24 15:38:22 main:574] : INFO : Epoch 1548 | loss: 0.0310204 | val_loss: 0.0312522 | Time: 9820.51 ms [2021-10-24 15:38:30 main:574] : INFO : Epoch 1549 | loss: 0.0310245 | val_loss: 0.0312602 | Time: 8587.51 ms [2021-10-24 15:38:37 main:574] : INFO : Epoch 1550 | loss: 0.0310288 | val_loss: 0.031248 | Time: 6888.06 ms [2021-10-24 15:38:45 main:574] : INFO : Epoch 1551 | loss: 0.0310211 | val_loss: 0.0312545 | Time: 7766.14 ms [2021-10-24 15:38:52 main:574] : INFO : Epoch 1552 | loss: 0.0310218 | val_loss: 0.0312394 | Time: 6948.78 ms [2021-10-24 15:39:00 main:574] : INFO : Epoch 1553 | loss: 0.0310266 | val_loss: 0.0312714 | Time: 7713.78 ms [2021-10-24 15:39:07 main:574] : INFO : Epoch 1554 | loss: 0.0310224 | val_loss: 0.0312562 | Time: 7205.22 ms [2021-10-24 15:39:14 main:574] : INFO : Epoch 1555 | loss: 0.031022 | val_loss: 0.031261 | Time: 7412.42 ms [2021-10-24 15:39:21 main:574] : INFO : Epoch 1556 | loss: 0.0310155 | val_loss: 0.0312498 | Time: 6792.15 ms [2021-10-24 15:39:28 main:574] : INFO : Epoch 1557 | loss: 0.0310196 | val_loss: 0.0312592 | Time: 7083.38 ms [2021-10-24 15:39:35 main:574] : INFO : Epoch 1558 | loss: 0.0310204 | val_loss: 0.0312636 | Time: 6509.12 ms [2021-10-24 15:39:42 main:574] : INFO : Epoch 1559 | loss: 0.0310186 | val_loss: 0.0312463 | Time: 6765.41 ms [2021-10-24 15:39:50 main:574] : INFO : Epoch 1560 | loss: 0.031018 | val_loss: 0.0312641 | Time: 7809.67 ms [2021-10-24 15:39:57 main:574] : INFO : Epoch 1561 | loss: 0.0310154 | val_loss: 0.0312688 | Time: 6974.86 ms [2021-10-24 15:40:03 main:574] : INFO : Epoch 1562 | loss: 0.0310168 | val_loss: 0.0312444 | Time: 6715.07 ms [2021-10-24 15:40:10 main:574] : INFO : Epoch 1563 | loss: 0.0310215 | val_loss: 0.03125 | Time: 6865.69 ms [2021-10-24 15:40:17 main:574] : INFO : Epoch 1564 | loss: 0.0310272 | val_loss: 0.0312603 | Time: 6788.85 ms [2021-10-24 15:40:26 main:574] : INFO : Epoch 1565 | loss: 0.0310188 | val_loss: 0.0312454 | Time: 8568.91 ms [2021-10-24 15:40:35 main:574] : INFO : Epoch 1566 | loss: 0.0310225 | val_loss: 0.0312462 | Time: 8810.95 ms [2021-10-24 15:40:44 main:574] : INFO : Epoch 1567 | loss: 0.0310237 | val_loss: 0.031255 | Time: 9244.3 ms [2021-10-24 15:40:52 main:574] : INFO : Epoch 1568 | loss: 0.0310262 | val_loss: 0.0312682 | Time: 8361.46 ms [2021-10-24 15:41:01 main:574] : INFO : Epoch 1569 | loss: 0.0310206 | val_loss: 0.0312622 | Time: 8718.36 ms [2021-10-24 15:41:10 main:574] : INFO : Epoch 1570 | loss: 0.0310194 | val_loss: 0.0312488 | Time: 9023.99 ms [2021-10-24 15:41:20 main:574] : INFO : Epoch 1571 | loss: 0.0310158 | val_loss: 0.0312682 | Time: 9627.48 ms [2021-10-24 15:41:30 main:574] : INFO : Epoch 1572 | loss: 0.0310143 | val_loss: 0.0312526 | Time: 10000.5 ms [2021-10-24 15:41:40 main:574] : INFO : Epoch 1573 | loss: 0.0310271 | val_loss: 0.0312402 | Time: 9654.08 ms [2021-10-24 15:41:49 main:574] : INFO : Epoch 1574 | loss: 0.0310315 | val_loss: 0.0312412 | Time: 9465.52 ms [2021-10-24 15:41:58 main:574] : INFO : Epoch 1575 | loss: 0.0310246 | val_loss: 0.0312506 | Time: 8913.62 ms [2021-10-24 15:42:07 main:574] : INFO : Epoch 1576 | loss: 0.0310185 | val_loss: 0.0312456 | Time: 8444.18 ms [2021-10-24 15:42:16 main:574] : INFO : Epoch 1577 | loss: 0.0310209 | val_loss: 0.0312641 | Time: 9182.6 ms [2021-10-24 15:42:24 main:574] : INFO : Epoch 1578 | loss: 0.0310261 | val_loss: 0.031246 | Time: 8634.49 ms [2021-10-24 15:42:34 main:574] : INFO : Epoch 1579 | loss: 0.0310188 | val_loss: 0.0312657 | Time: 9460.12 ms [2021-10-24 15:42:43 main:574] : INFO : Epoch 1580 | loss: 0.0310227 | val_loss: 0.0312425 | Time: 8976.96 ms [2021-10-24 15:42:51 main:574] : INFO : Epoch 1581 | loss: 0.0310251 | val_loss: 0.0312517 | Time: 8399.23 ms [2021-10-24 15:43:00 main:574] : INFO : Epoch 1582 | loss: 0.0310212 | val_loss: 0.0312636 | Time: 8131.2 ms [2021-10-24 15:43:09 main:574] : INFO : Epoch 1583 | loss: 0.031027 | val_loss: 0.0312512 | Time: 9186.95 ms [2021-10-24 15:43:18 main:574] : INFO : Epoch 1584 | loss: 0.0310295 | val_loss: 0.0312734 | Time: 9542.9 ms [2021-10-24 15:43:27 main:574] : INFO : Epoch 1585 | loss: 0.0310224 | val_loss: 0.0312535 | Time: 8869.04 ms [2021-10-24 15:43:37 main:574] : INFO : Epoch 1586 | loss: 0.0310245 | val_loss: 0.0312701 | Time: 9526.18 ms [2021-10-24 15:43:48 main:574] : INFO : Epoch 1587 | loss: 0.0310218 | val_loss: 0.031266 | Time: 10905.9 ms [2021-10-24 15:43:59 main:574] : INFO : Epoch 1588 | loss: 0.0310164 | val_loss: 0.0312682 | Time: 10816.8 ms [2021-10-24 15:44:09 main:574] : INFO : Epoch 1589 | loss: 0.0310105 | val_loss: 0.0312681 | Time: 10300 ms [2021-10-24 15:44:20 main:574] : INFO : Epoch 1590 | loss: 0.0310135 | val_loss: 0.0312667 | Time: 10542.9 ms [2021-10-24 15:44:30 main:574] : INFO : Epoch 1591 | loss: 0.0310169 | val_loss: 0.0312522 | Time: 10618 ms [2021-10-24 15:44:41 main:574] : INFO : Epoch 1592 | loss: 0.0310213 | val_loss: 0.0312574 | Time: 10884.9 ms [2021-10-24 15:44:52 main:574] : INFO : Epoch 1593 | loss: 0.0310211 | val_loss: 0.0312573 | Time: 10546.1 ms [2021-10-24 15:45:03 main:574] : INFO : Epoch 1594 | loss: 0.031028 | val_loss: 0.0312456 | Time: 10604.3 ms [2021-10-24 15:45:13 main:574] : INFO : Epoch 1595 | loss: 0.0310213 | val_loss: 0.0312705 | Time: 10821.8 ms [2021-10-24 15:45:24 main:574] : INFO : Epoch 1596 | loss: 0.0310201 | val_loss: 0.0312602 | Time: 10750.9 ms [2021-10-24 15:45:35 main:574] : INFO : Epoch 1597 | loss: 0.0310107 | val_loss: 0.0312551 | Time: 10418.7 ms [2021-10-24 15:45:45 main:574] : INFO : Epoch 1598 | loss: 0.0310179 | val_loss: 0.0312623 | Time: 10800.4 ms [2021-10-24 15:45:56 main:574] : INFO : Epoch 1599 | loss: 0.0310255 | val_loss: 0.0312465 | Time: 10452.4 ms [2021-10-24 15:46:07 main:574] : INFO : Epoch 1600 | loss: 0.0310373 | val_loss: 0.031239 | Time: 10755.6 ms [2021-10-24 15:46:18 main:574] : INFO : Epoch 1601 | loss: 0.0310297 | val_loss: 0.0312798 | Time: 10829.2 ms [2021-10-24 15:46:28 main:574] : INFO : Epoch 1602 | loss: 0.0310311 | val_loss: 0.0312489 | Time: 10525.4 ms [2021-10-24 15:46:39 main:574] : INFO : Epoch 1603 | loss: 0.0310195 | val_loss: 0.0312607 | Time: 10703 ms [2021-10-24 15:46:50 main:574] : INFO : Epoch 1604 | loss: 0.0310185 | val_loss: 0.0312489 | Time: 10616.8 ms [2021-10-24 15:47:00 main:574] : INFO : Epoch 1605 | loss: 0.0310202 | val_loss: 0.0312815 | Time: 10367.8 ms [2021-10-24 15:47:11 main:574] : INFO : Epoch 1606 | loss: 0.031021 | val_loss: 0.0312538 | Time: 10567.6 ms [2021-10-24 15:47:22 main:574] : INFO : Epoch 1607 | loss: 0.031019 | val_loss: 0.0312713 | Time: 10880 ms [2021-10-24 15:47:32 main:574] : INFO : Epoch 1608 | loss: 0.0310203 | val_loss: 0.031249 | Time: 10115.8 ms [2021-10-24 15:47:42 main:574] : INFO : Epoch 1609 | loss: 0.031022 | val_loss: 0.031246 | Time: 10386 ms [2021-10-24 15:47:53 main:574] : INFO : Epoch 1610 | loss: 0.0310206 | val_loss: 0.0312553 | Time: 10610.4 ms [2021-10-24 15:48:03 main:574] : INFO : Epoch 1611 | loss: 0.031017 | val_loss: 0.0312532 | Time: 10165.3 ms [2021-10-24 15:48:14 main:574] : INFO : Epoch 1612 | loss: 0.0310206 | val_loss: 0.0312473 | Time: 10648.4 ms [2021-10-24 15:48:25 main:574] : INFO : Epoch 1613 | loss: 0.0310259 | val_loss: 0.0312485 | Time: 10711.7 ms [2021-10-24 15:48:35 main:574] : INFO : Epoch 1614 | loss: 0.0310257 | val_loss: 0.0312548 | Time: 10629.3 ms [2021-10-24 15:48:45 main:574] : INFO : Epoch 1615 | loss: 0.0310279 | val_loss: 0.0312521 | Time: 10236.9 ms [2021-10-24 15:48:56 main:574] : INFO : Epoch 1616 | loss: 0.0310377 | val_loss: 0.0312528 | Time: 10323.7 ms [2021-10-24 15:49:06 main:574] : INFO : Epoch 1617 | loss: 0.0310316 | val_loss: 0.0312447 | Time: 10131.8 ms [2021-10-24 15:49:17 main:574] : INFO : Epoch 1618 | loss: 0.0310216 | val_loss: 0.0312735 | Time: 10727.4 ms [2021-10-24 15:49:27 main:574] : INFO : Epoch 1619 | loss: 0.0310267 | val_loss: 0.0312455 | Time: 10362.7 ms [2021-10-24 15:49:38 main:574] : INFO : Epoch 1620 | loss: 0.0310234 | val_loss: 0.0312578 | Time: 10597.2 ms [2021-10-24 15:49:49 main:574] : INFO : Epoch 1621 | loss: 0.0310211 | val_loss: 0.0312518 | Time: 10878.6 ms [2021-10-24 15:49:59 main:574] : INFO : Epoch 1622 | loss: 0.03103 | val_loss: 0.0312404 | Time: 10145.2 ms [2021-10-24 15:50:09 main:574] : INFO : Epoch 1623 | loss: 0.0310359 | val_loss: 0.0312486 | Time: 10392.5 ms [2021-10-24 15:50:20 main:574] : INFO : Epoch 1624 | loss: 0.0310209 | val_loss: 0.0312659 | Time: 10927.1 ms [2021-10-24 15:50:30 main:574] : INFO : Epoch 1625 | loss: 0.0310184 | val_loss: 0.0312596 | Time: 9527.36 ms [2021-10-24 15:50:40 main:574] : INFO : Epoch 1626 | loss: 0.0310166 | val_loss: 0.0312521 | Time: 10257 ms [2021-10-24 15:50:51 main:574] : INFO : Epoch 1627 | loss: 0.0310226 | val_loss: 0.0312477 | Time: 10271.4 ms [2021-10-24 15:51:00 main:574] : INFO : Epoch 1628 | loss: 0.031027 | val_loss: 0.0312646 | Time: 9658.51 ms [2021-10-24 15:51:11 main:574] : INFO : Epoch 1629 | loss: 0.0310192 | val_loss: 0.03126 | Time: 10656.4 ms [2021-10-24 15:51:22 main:574] : INFO : Epoch 1630 | loss: 0.0310279 | val_loss: 0.0312376 | Time: 10816.2 ms [2021-10-24 15:51:33 main:574] : INFO : Epoch 1631 | loss: 0.0310361 | val_loss: 0.0312305 | Time: 10820.2 ms [2021-10-24 15:51:43 main:574] : INFO : Epoch 1632 | loss: 0.0310324 | val_loss: 0.0312456 | Time: 10573.8 ms [2021-10-24 15:51:54 main:574] : INFO : Epoch 1633 | loss: 0.0310198 | val_loss: 0.0312588 | Time: 10815.1 ms [2021-10-24 15:52:05 main:574] : INFO : Epoch 1634 | loss: 0.031024 | val_loss: 0.0312444 | Time: 10210.6 ms [2021-10-24 15:52:15 main:574] : INFO : Epoch 1635 | loss: 0.0310279 | val_loss: 0.0312575 | Time: 10853 ms [2021-10-24 15:52:26 main:574] : INFO : Epoch 1636 | loss: 0.031019 | val_loss: 0.0312564 | Time: 10646.5 ms [2021-10-24 15:52:36 main:574] : INFO : Epoch 1637 | loss: 0.031021 | val_loss: 0.0312614 | Time: 10086 ms [2021-10-24 15:52:47 main:574] : INFO : Epoch 1638 | loss: 0.0310217 | val_loss: 0.0312516 | Time: 10279.1 ms [2021-10-24 15:52:57 main:574] : INFO : Epoch 1639 | loss: 0.0310222 | val_loss: 0.0312841 | Time: 10560.4 ms [2021-10-24 15:53:08 main:574] : INFO : Epoch 1640 | loss: 0.0310267 | val_loss: 0.0312386 | Time: 10592.2 ms [2021-10-24 15:53:19 main:574] : INFO : Epoch 1641 | loss: 0.0310234 | val_loss: 0.0312473 | Time: 10929.7 ms [2021-10-24 15:53:29 main:574] : INFO : Epoch 1642 | loss: 0.0310222 | val_loss: 0.0312398 | Time: 10555.2 ms [2021-10-24 15:53:40 main:574] : INFO : Epoch 1643 | loss: 0.0310218 | val_loss: 0.0312702 | Time: 10817.5 ms [2021-10-24 15:53:51 main:574] : INFO : Epoch 1644 | loss: 0.031021 | val_loss: 0.0312493 | Time: 10490.5 ms [2021-10-24 15:54:01 main:574] : INFO : Epoch 1645 | loss: 0.0310225 | val_loss: 0.0312683 | Time: 10098 ms [2021-10-24 15:54:12 main:574] : INFO : Epoch 1646 | loss: 0.0310212 | val_loss: 0.0312556 | Time: 10510.7 ms [2021-10-24 15:54:22 main:574] : INFO : Epoch 1647 | loss: 0.0310309 | val_loss: 0.0312267 | Time: 10076 ms [2021-10-24 15:54:32 main:574] : INFO : Epoch 1648 | loss: 0.0310276 | val_loss: 0.0312334 | Time: 10253.3 ms [2021-10-24 15:54:42 main:574] : INFO : Epoch 1649 | loss: 0.0310236 | val_loss: 0.0312561 | Time: 10337.9 ms [2021-10-24 15:54:53 main:574] : INFO : Epoch 1650 | loss: 0.0310183 | val_loss: 0.0312739 | Time: 10583.7 ms [2021-10-24 15:55:04 main:574] : INFO : Epoch 1651 | loss: 0.0310195 | val_loss: 0.0312459 | Time: 10461 ms [2021-10-24 15:55:15 main:574] : INFO : Epoch 1652 | loss: 0.0310258 | val_loss: 0.031292 | Time: 10876.1 ms [2021-10-24 15:55:25 main:574] : INFO : Epoch 1653 | loss: 0.03103 | val_loss: 0.031263 | Time: 10548.6 ms [2021-10-24 15:55:36 main:574] : INFO : Epoch 1654 | loss: 0.0310234 | val_loss: 0.0312539 | Time: 10309.6 ms [2021-10-24 15:55:46 main:574] : INFO : Epoch 1655 | loss: 0.0310205 | val_loss: 0.0312679 | Time: 10500.9 ms [2021-10-24 15:55:57 main:574] : INFO : Epoch 1656 | loss: 0.0310208 | val_loss: 0.0312423 | Time: 10805.3 ms [2021-10-24 15:56:07 main:574] : INFO : Epoch 1657 | loss: 0.0310199 | val_loss: 0.0312627 | Time: 10356.2 ms [2021-10-24 15:56:18 main:574] : INFO : Epoch 1658 | loss: 0.031014 | val_loss: 0.0312431 | Time: 10831.5 ms [2021-10-24 15:56:29 main:574] : INFO : Epoch 1659 | loss: 0.0310161 | val_loss: 0.0312597 | Time: 10285.4 ms [2021-10-24 15:56:39 main:574] : INFO : Epoch 1660 | loss: 0.031016 | val_loss: 0.0312619 | Time: 10487.8 ms [2021-10-24 15:56:50 main:574] : INFO : Epoch 1661 | loss: 0.0310202 | val_loss: 0.0312365 | Time: 10665.8 ms [2021-10-24 15:57:01 main:574] : INFO : Epoch 1662 | loss: 0.03102 | val_loss: 0.0312581 | Time: 10652 ms [2021-10-24 15:57:08 main:574] : INFO : Epoch 1663 | loss: 0.0310206 | val_loss: 0.0312758 | Time: 7005.27 ms [2021-10-24 15:57:14 main:574] : INFO : Epoch 1664 | loss: 0.0310254 | val_loss: 0.0312714 | Time: 6638.02 ms [2021-10-24 15:57:21 main:574] : INFO : Epoch 1665 | loss: 0.0310214 | val_loss: 0.0312437 | Time: 6623.17 ms [2021-10-24 15:57:28 main:574] : INFO : Epoch 1666 | loss: 0.0310207 | val_loss: 0.031261 | Time: 6572.27 ms [2021-10-24 15:57:36 main:574] : INFO : Epoch 1667 | loss: 0.0310206 | val_loss: 0.0312381 | Time: 8059.62 ms [2021-10-24 15:57:46 main:574] : INFO : Epoch 1668 | loss: 0.0310278 | val_loss: 0.0312373 | Time: 9967.46 ms [2021-10-24 15:57:53 main:574] : INFO : Epoch 1669 | loss: 0.0310285 | val_loss: 0.0312758 | Time: 6845.46 ms [2021-10-24 15:58:00 main:574] : INFO : Epoch 1670 | loss: 0.031027 | val_loss: 0.0312339 | Time: 7113.59 ms [2021-10-24 15:58:07 main:574] : INFO : Epoch 1671 | loss: 0.03103 | val_loss: 0.0312621 | Time: 7257.15 ms [2021-10-24 15:58:15 main:574] : INFO : Epoch 1672 | loss: 0.0310203 | val_loss: 0.0312587 | Time: 8073.39 ms [2021-10-24 15:58:22 main:574] : INFO : Epoch 1673 | loss: 0.0310234 | val_loss: 0.031284 | Time: 6920.52 ms [2021-10-24 15:58:30 main:574] : INFO : Epoch 1674 | loss: 0.0310203 | val_loss: 0.0312611 | Time: 7322.86 ms [2021-10-24 15:58:36 main:574] : INFO : Epoch 1675 | loss: 0.0310186 | val_loss: 0.0312762 | Time: 6825.93 ms [2021-10-24 15:58:44 main:574] : INFO : Epoch 1676 | loss: 0.0310166 | val_loss: 0.0312697 | Time: 7054.62 ms [2021-10-24 15:58:51 main:574] : INFO : Epoch 1677 | loss: 0.0310189 | val_loss: 0.0312664 | Time: 7040.74 ms [2021-10-24 15:58:58 main:574] : INFO : Epoch 1678 | loss: 0.0310158 | val_loss: 0.03127 | Time: 7122.13 ms [2021-10-24 15:59:04 main:574] : INFO : Epoch 1679 | loss: 0.0310205 | val_loss: 0.0312544 | Time: 6532.88 ms [2021-10-24 15:59:11 main:574] : INFO : Epoch 1680 | loss: 0.0310179 | val_loss: 0.0312524 | Time: 6614.82 ms [2021-10-24 15:59:18 main:574] : INFO : Epoch 1681 | loss: 0.031018 | val_loss: 0.0312709 | Time: 6933.38 ms [2021-10-24 15:59:26 main:574] : INFO : Epoch 1682 | loss: 0.0310241 | val_loss: 0.0312634 | Time: 7904.9 ms [2021-10-24 15:59:33 main:574] : INFO : Epoch 1683 | loss: 0.0310297 | val_loss: 0.0312293 | Time: 7071.51 ms [2021-10-24 15:59:41 main:574] : INFO : Epoch 1684 | loss: 0.031041 | val_loss: 0.0312544 | Time: 7835.28 ms [2021-10-24 15:59:48 main:574] : INFO : Epoch 1685 | loss: 0.0310244 | val_loss: 0.0312662 | Time: 6485.92 ms [2021-10-24 15:59:54 main:574] : INFO : Epoch 1686 | loss: 0.0310171 | val_loss: 0.0312482 | Time: 6559.09 ms [2021-10-24 16:00:03 main:574] : INFO : Epoch 1687 | loss: 0.0310164 | val_loss: 0.0312677 | Time: 9244.53 ms [2021-10-24 16:00:14 main:574] : INFO : Epoch 1688 | loss: 0.0310152 | val_loss: 0.0312681 | Time: 10543.8 ms [2021-10-24 16:00:25 main:574] : INFO : Epoch 1689 | loss: 0.0310187 | val_loss: 0.0312572 | Time: 10869.8 ms [2021-10-24 16:00:36 main:574] : INFO : Epoch 1690 | loss: 0.0310213 | val_loss: 0.0312362 | Time: 10506.6 ms [2021-10-24 16:00:46 main:574] : INFO : Epoch 1691 | loss: 0.0310198 | val_loss: 0.0312734 | Time: 10039.7 ms [2021-10-24 16:00:55 main:574] : INFO : Epoch 1692 | loss: 0.0310199 | val_loss: 0.0312587 | Time: 9775.89 ms [2021-10-24 16:01:05 main:574] : INFO : Epoch 1693 | loss: 0.031018 | val_loss: 0.0312721 | Time: 9832.29 ms [2021-10-24 16:01:16 main:574] : INFO : Epoch 1694 | loss: 0.0310128 | val_loss: 0.0312688 | Time: 10616.4 ms [2021-10-24 16:01:26 main:574] : INFO : Epoch 1695 | loss: 0.0310279 | val_loss: 0.0312646 | Time: 10005.9 ms [2021-10-24 16:01:36 main:574] : INFO : Epoch 1696 | loss: 0.031014 | val_loss: 0.0312615 | Time: 10030.5 ms [2021-10-24 16:01:47 main:574] : INFO : Epoch 1697 | loss: 0.0310165 | val_loss: 0.0312661 | Time: 10800.8 ms [2021-10-24 16:01:57 main:574] : INFO : Epoch 1698 | loss: 0.0310214 | val_loss: 0.0312333 | Time: 10023 ms [2021-10-24 16:02:07 main:574] : INFO : Epoch 1699 | loss: 0.0310312 | val_loss: 0.0312547 | Time: 10318.4 ms [2021-10-24 16:02:18 main:574] : INFO : Epoch 1700 | loss: 0.0310294 | val_loss: 0.0312603 | Time: 10665.9 ms [2021-10-24 16:02:29 main:574] : INFO : Epoch 1701 | loss: 0.0310253 | val_loss: 0.0312372 | Time: 10341 ms [2021-10-24 16:02:39 main:574] : INFO : Epoch 1702 | loss: 0.0310256 | val_loss: 0.0312362 | Time: 10544.1 ms [2021-10-24 16:02:50 main:574] : INFO : Epoch 1703 | loss: 0.0310266 | val_loss: 0.0312522 | Time: 10574.7 ms [2021-10-24 16:03:00 main:574] : INFO : Epoch 1704 | loss: 0.0310263 | val_loss: 0.0312629 | Time: 10534.7 ms [2021-10-24 16:03:10 main:574] : INFO : Epoch 1705 | loss: 0.0310165 | val_loss: 0.0312416 | Time: 9907.42 ms [2021-10-24 16:03:21 main:574] : INFO : Epoch 1706 | loss: 0.0310252 | val_loss: 0.0312608 | Time: 10680.9 ms [2021-10-24 16:03:32 main:574] : INFO : Epoch 1707 | loss: 0.0310346 | val_loss: 0.0312504 | Time: 10691.3 ms [2021-10-24 16:03:42 main:574] : INFO : Epoch 1708 | loss: 0.0310219 | val_loss: 0.0312685 | Time: 10678.1 ms [2021-10-24 16:03:53 main:574] : INFO : Epoch 1709 | loss: 0.0310185 | val_loss: 0.0312588 | Time: 10545.7 ms [2021-10-24 16:04:04 main:574] : INFO : Epoch 1710 | loss: 0.0310219 | val_loss: 0.0312426 | Time: 10810.8 ms [2021-10-24 16:04:14 main:574] : INFO : Epoch 1711 | loss: 0.0310158 | val_loss: 0.031265 | Time: 10350.4 ms [2021-10-24 16:04:25 main:574] : INFO : Epoch 1712 | loss: 0.0310116 | val_loss: 0.0312607 | Time: 10771.3 ms [2021-10-24 16:04:36 main:574] : INFO : Epoch 1713 | loss: 0.0310173 | val_loss: 0.031253 | Time: 10569 ms [2021-10-24 16:04:46 main:574] : INFO : Epoch 1714 | loss: 0.0310165 | val_loss: 0.0312563 | Time: 10247.8 ms [2021-10-24 16:04:56 main:574] : INFO : Epoch 1715 | loss: 0.0310192 | val_loss: 0.031257 | Time: 9939.3 ms [2021-10-24 16:05:07 main:574] : INFO : Epoch 1716 | loss: 0.031018 | val_loss: 0.0312607 | Time: 10557.8 ms [2021-10-24 16:05:17 main:574] : INFO : Epoch 1717 | loss: 0.0310248 | val_loss: 0.0312681 | Time: 10133.7 ms [2021-10-24 16:05:28 main:574] : INFO : Epoch 1718 | loss: 0.0310249 | val_loss: 0.0312737 | Time: 10600.3 ms [2021-10-24 16:05:37 main:574] : INFO : Epoch 1719 | loss: 0.0310166 | val_loss: 0.0312679 | Time: 9711.12 ms [2021-10-24 16:05:48 main:574] : INFO : Epoch 1720 | loss: 0.0310187 | val_loss: 0.0312379 | Time: 10693.1 ms [2021-10-24 16:05:59 main:574] : INFO : Epoch 1721 | loss: 0.0310253 | val_loss: 0.0312595 | Time: 10862.3 ms [2021-10-24 16:06:09 main:574] : INFO : Epoch 1722 | loss: 0.0310167 | val_loss: 0.0312579 | Time: 10252 ms [2021-10-24 16:06:20 main:574] : INFO : Epoch 1723 | loss: 0.0310175 | val_loss: 0.0312595 | Time: 10255 ms [2021-10-24 16:06:29 main:574] : INFO : Epoch 1724 | loss: 0.0310177 | val_loss: 0.0312467 | Time: 9629.18 ms [2021-10-24 16:06:40 main:574] : INFO : Epoch 1725 | loss: 0.031018 | val_loss: 0.0312783 | Time: 10719.8 ms [2021-10-24 16:06:50 main:574] : INFO : Epoch 1726 | loss: 0.031024 | val_loss: 0.0312625 | Time: 10215.4 ms [2021-10-24 16:07:01 main:574] : INFO : Epoch 1727 | loss: 0.0310198 | val_loss: 0.0312527 | Time: 10496.2 ms [2021-10-24 16:07:11 main:574] : INFO : Epoch 1728 | loss: 0.0310164 | val_loss: 0.03126 | Time: 9858.92 ms [2021-10-24 16:07:21 main:574] : INFO : Epoch 1729 | loss: 0.0310205 | val_loss: 0.0312685 | Time: 10445.2 ms [2021-10-24 16:07:32 main:574] : INFO : Epoch 1730 | loss: 0.0310187 | val_loss: 0.0312432 | Time: 10663.6 ms [2021-10-24 16:07:43 main:574] : INFO : Epoch 1731 | loss: 0.0310235 | val_loss: 0.0312466 | Time: 10600.7 ms [2021-10-24 16:07:53 main:574] : INFO : Epoch 1732 | loss: 0.0310208 | val_loss: 0.0312614 | Time: 10693.5 ms [2021-10-24 16:08:03 main:574] : INFO : Epoch 1733 | loss: 0.031023 | val_loss: 0.0312465 | Time: 9835.84 ms [2021-10-24 16:08:14 main:574] : INFO : Epoch 1734 | loss: 0.0310237 | val_loss: 0.0312458 | Time: 10613.8 ms [2021-10-24 16:08:24 main:574] : INFO : Epoch 1735 | loss: 0.0310201 | val_loss: 0.0312625 | Time: 10360.5 ms [2021-10-24 16:08:35 main:574] : INFO : Epoch 1736 | loss: 0.0310202 | val_loss: 0.0312589 | Time: 10356.2 ms [2021-10-24 16:08:45 main:574] : INFO : Epoch 1737 | loss: 0.0310242 | val_loss: 0.0312361 | Time: 10519.3 ms [2021-10-24 16:08:56 main:574] : INFO : Epoch 1738 | loss: 0.0310232 | val_loss: 0.0312453 | Time: 10237.9 ms [2021-10-24 16:09:06 main:574] : INFO : Epoch 1739 | loss: 0.0310203 | val_loss: 0.0312643 | Time: 10528 ms [2021-10-24 16:09:17 main:574] : INFO : Epoch 1740 | loss: 0.0310169 | val_loss: 0.0312641 | Time: 10403.1 ms [2021-10-24 16:09:27 main:574] : INFO : Epoch 1741 | loss: 0.0310216 | val_loss: 0.0312583 | Time: 10341.2 ms [2021-10-24 16:09:38 main:574] : INFO : Epoch 1742 | loss: 0.0310211 | val_loss: 0.0312509 | Time: 10502.6 ms [2021-10-24 16:09:48 main:574] : INFO : Epoch 1743 | loss: 0.031018 | val_loss: 0.0312682 | Time: 10573.8 ms [2021-10-24 16:09:59 main:574] : INFO : Epoch 1744 | loss: 0.031021 | val_loss: 0.0312538 | Time: 10604.7 ms [2021-10-24 16:10:10 main:574] : INFO : Epoch 1745 | loss: 0.0310227 | val_loss: 0.031251 | Time: 10806.5 ms [2021-10-24 16:10:20 main:574] : INFO : Epoch 1746 | loss: 0.0310213 | val_loss: 0.0312571 | Time: 10648.9 ms [2021-10-24 16:10:31 main:574] : INFO : Epoch 1747 | loss: 0.0310213 | val_loss: 0.0312407 | Time: 10328.9 ms [2021-10-24 16:10:41 main:574] : INFO : Epoch 1748 | loss: 0.0310277 | val_loss: 0.0312455 | Time: 10376.8 ms [2021-10-24 16:10:52 main:574] : INFO : Epoch 1749 | loss: 0.0310225 | val_loss: 0.0312538 | Time: 10524.1 ms [2021-10-24 16:11:02 main:574] : INFO : Epoch 1750 | loss: 0.0310201 | val_loss: 0.0312589 | Time: 10481.3 ms [2021-10-24 16:11:13 main:574] : INFO : Epoch 1751 | loss: 0.0310259 | val_loss: 0.031255 | Time: 10600.1 ms [2021-10-24 16:11:24 main:574] : INFO : Epoch 1752 | loss: 0.031027 | val_loss: 0.0312433 | Time: 10562.4 ms [2021-10-24 16:11:34 main:574] : INFO : Epoch 1753 | loss: 0.0310232 | val_loss: 0.0312714 | Time: 10149.9 ms [2021-10-24 16:11:44 main:574] : INFO : Epoch 1754 | loss: 0.031028 | val_loss: 0.0312373 | Time: 10633.7 ms [2021-10-24 16:11:55 main:574] : INFO : Epoch 1755 | loss: 0.0310335 | val_loss: 0.0312642 | Time: 10843.6 ms [2021-10-24 16:12:05 main:574] : INFO : Epoch 1756 | loss: 0.0310316 | val_loss: 0.031249 | Time: 9746.84 ms [2021-10-24 16:12:15 main:574] : INFO : Epoch 1757 | loss: 0.0310168 | val_loss: 0.0312704 | Time: 9793.1 ms [2021-10-24 16:12:26 main:574] : INFO : Epoch 1758 | loss: 0.0310135 | val_loss: 0.0312494 | Time: 10829.7 ms [2021-10-24 16:12:36 main:574] : INFO : Epoch 1759 | loss: 0.0310157 | val_loss: 0.0312538 | Time: 10511.4 ms [2021-10-24 16:12:47 main:574] : INFO : Epoch 1760 | loss: 0.031019 | val_loss: 0.0312489 | Time: 10532.9 ms [2021-10-24 16:12:58 main:574] : INFO : Epoch 1761 | loss: 0.031025 | val_loss: 0.0312486 | Time: 10573.3 ms [2021-10-24 16:13:08 main:574] : INFO : Epoch 1762 | loss: 0.0310189 | val_loss: 0.0312938 | Time: 10262.3 ms [2021-10-24 16:13:18 main:574] : INFO : Epoch 1763 | loss: 0.0310218 | val_loss: 0.0312361 | Time: 10137.6 ms [2021-10-24 16:13:29 main:574] : INFO : Epoch 1764 | loss: 0.0310164 | val_loss: 0.0312776 | Time: 10376.4 ms [2021-10-24 16:13:38 main:574] : INFO : Epoch 1765 | loss: 0.031017 | val_loss: 0.0312516 | Time: 9502.84 ms [2021-10-24 16:13:49 main:574] : INFO : Epoch 1766 | loss: 0.0310201 | val_loss: 0.03127 | Time: 10315.5 ms [2021-10-24 16:13:59 main:574] : INFO : Epoch 1767 | loss: 0.0310195 | val_loss: 0.0312526 | Time: 10466.5 ms [2021-10-24 16:14:10 main:574] : INFO : Epoch 1768 | loss: 0.0310257 | val_loss: 0.0312702 | Time: 10534.1 ms [2021-10-24 16:14:20 main:574] : INFO : Epoch 1769 | loss: 0.0310175 | val_loss: 0.0312715 | Time: 10667.7 ms [2021-10-24 16:14:31 main:574] : INFO : Epoch 1770 | loss: 0.0310148 | val_loss: 0.0312685 | Time: 10603.2 ms [2021-10-24 16:14:42 main:574] : INFO : Epoch 1771 | loss: 0.0310136 | val_loss: 0.0312662 | Time: 10828.2 ms [2021-10-24 16:14:52 main:574] : INFO : Epoch 1772 | loss: 0.0310093 | val_loss: 0.0312688 | Time: 10264 ms [2021-10-24 16:15:03 main:574] : INFO : Epoch 1773 | loss: 0.0310226 | val_loss: 0.0312706 | Time: 10259.7 ms [2021-10-24 16:15:13 main:574] : INFO : Epoch 1774 | loss: 0.0310356 | val_loss: 0.0312493 | Time: 10553.5 ms [2021-10-24 16:15:24 main:574] : INFO : Epoch 1775 | loss: 0.0310326 | val_loss: 0.031261 | Time: 10351.8 ms [2021-10-24 16:15:34 main:574] : INFO : Epoch 1776 | loss: 0.031057 | val_loss: 0.0312844 | Time: 10579.4 ms [2021-10-24 16:15:45 main:574] : INFO : Epoch 1777 | loss: 0.0310238 | val_loss: 0.0312626 | Time: 10654.1 ms [2021-10-24 16:15:55 main:574] : INFO : Epoch 1778 | loss: 0.0310187 | val_loss: 0.0312404 | Time: 10000 ms [2021-10-24 16:16:06 main:574] : INFO : Epoch 1779 | loss: 0.0310236 | val_loss: 0.0312772 | Time: 10824.8 ms [2021-10-24 16:16:16 main:574] : INFO : Epoch 1780 | loss: 0.0310196 | val_loss: 0.0312741 | Time: 10072.6 ms [2021-10-24 16:16:26 main:574] : INFO : Epoch 1781 | loss: 0.0310229 | val_loss: 0.0312508 | Time: 10341.7 ms [2021-10-24 16:16:37 main:574] : INFO : Epoch 1782 | loss: 0.0310245 | val_loss: 0.0312437 | Time: 10332.7 ms [2021-10-24 16:16:47 main:574] : INFO : Epoch 1783 | loss: 0.0310224 | val_loss: 0.0312638 | Time: 10509.3 ms [2021-10-24 16:16:58 main:574] : INFO : Epoch 1784 | loss: 0.0310226 | val_loss: 0.0312553 | Time: 10380.7 ms [2021-10-24 16:17:08 main:574] : INFO : Epoch 1785 | loss: 0.0310238 | val_loss: 0.0312547 | Time: 10485.6 ms [2021-10-24 16:17:19 main:574] : INFO : Epoch 1786 | loss: 0.0310346 | val_loss: 0.0312398 | Time: 10246.6 ms [2021-10-24 16:17:29 main:574] : INFO : Epoch 1787 | loss: 0.0310332 | val_loss: 0.0312455 | Time: 10522.4 ms [2021-10-24 16:17:39 main:574] : INFO : Epoch 1788 | loss: 0.0310237 | val_loss: 0.0312494 | Time: 9846.2 ms [2021-10-24 16:17:46 main:574] : INFO : Epoch 1789 | loss: 0.0310209 | val_loss: 0.0312616 | Time: 6652.21 ms [2021-10-24 16:17:53 main:574] : INFO : Epoch 1790 | loss: 0.0310203 | val_loss: 0.0312549 | Time: 6710.44 ms [2021-10-24 16:18:01 main:574] : INFO : Epoch 1791 | loss: 0.0310162 | val_loss: 0.0312478 | Time: 8755.4 ms [2021-10-24 16:18:12 main:574] : INFO : Epoch 1792 | loss: 0.0310199 | val_loss: 0.031251 | Time: 10103.2 ms [2021-10-24 16:18:22 main:574] : INFO : Epoch 1793 | loss: 0.0310235 | val_loss: 0.0312687 | Time: 10059.3 ms [2021-10-24 16:18:32 main:574] : INFO : Epoch 1794 | loss: 0.0310222 | val_loss: 0.0312641 | Time: 10423.1 ms [2021-10-24 16:18:43 main:574] : INFO : Epoch 1795 | loss: 0.0310239 | val_loss: 0.0312798 | Time: 10615.6 ms [2021-10-24 16:18:53 main:574] : INFO : Epoch 1796 | loss: 0.0310243 | val_loss: 0.0312505 | Time: 10457.1 ms [2021-10-24 16:19:03 main:574] : INFO : Epoch 1797 | loss: 0.0310191 | val_loss: 0.0312418 | Time: 9881.53 ms [2021-10-24 16:19:11 main:574] : INFO : Epoch 1798 | loss: 0.0310198 | val_loss: 0.0312771 | Time: 8036.56 ms [2021-10-24 16:19:21 main:574] : INFO : Epoch 1799 | loss: 0.0310193 | val_loss: 0.0312567 | Time: 9287.53 ms [2021-10-24 16:19:30 main:574] : INFO : Epoch 1800 | loss: 0.0310246 | val_loss: 0.0312468 | Time: 9492.42 ms [2021-10-24 16:19:37 main:574] : INFO : Epoch 1801 | loss: 0.0310218 | val_loss: 0.0312498 | Time: 6662.06 ms [2021-10-24 16:19:44 main:574] : INFO : Epoch 1802 | loss: 0.031021 | val_loss: 0.0312628 | Time: 6877.9 ms [2021-10-24 16:19:51 main:574] : INFO : Epoch 1803 | loss: 0.0310289 | val_loss: 0.0312505 | Time: 6982.81 ms [2021-10-24 16:19:58 main:574] : INFO : Epoch 1804 | loss: 0.0310224 | val_loss: 0.0312479 | Time: 6620.99 ms [2021-10-24 16:20:04 main:574] : INFO : Epoch 1805 | loss: 0.0310232 | val_loss: 0.0312575 | Time: 6674.83 ms [2021-10-24 16:20:12 main:574] : INFO : Epoch 1806 | loss: 0.0310432 | val_loss: 0.0312421 | Time: 7218.08 ms [2021-10-24 16:20:18 main:574] : INFO : Epoch 1807 | loss: 0.0310424 | val_loss: 0.0312555 | Time: 6611.73 ms [2021-10-24 16:20:25 main:574] : INFO : Epoch 1808 | loss: 0.0310296 | val_loss: 0.0312513 | Time: 6733.81 ms [2021-10-24 16:20:33 main:574] : INFO : Epoch 1809 | loss: 0.0310264 | val_loss: 0.0312434 | Time: 7407.27 ms [2021-10-24 16:20:39 main:574] : INFO : Epoch 1810 | loss: 0.0310175 | val_loss: 0.0312656 | Time: 6610.87 ms [2021-10-24 16:20:46 main:574] : INFO : Epoch 1811 | loss: 0.0310164 | val_loss: 0.0312574 | Time: 7179.73 ms [2021-10-24 16:20:53 main:574] : INFO : Epoch 1812 | loss: 0.0310131 | val_loss: 0.031253 | Time: 6954.7 ms [2021-10-24 16:21:00 main:574] : INFO : Epoch 1813 | loss: 0.0310245 | val_loss: 0.0312523 | Time: 6777.38 ms [2021-10-24 16:21:09 main:574] : INFO : Epoch 1814 | loss: 0.0310251 | val_loss: 0.0312581 | Time: 8408.58 ms [2021-10-24 16:21:18 main:574] : INFO : Epoch 1815 | loss: 0.0310271 | val_loss: 0.0312383 | Time: 9023.5 ms [2021-10-24 16:21:26 main:574] : INFO : Epoch 1816 | loss: 0.031024 | val_loss: 0.0312527 | Time: 7956.96 ms [2021-10-24 16:21:33 main:574] : INFO : Epoch 1817 | loss: 0.0310127 | val_loss: 0.0312464 | Time: 7171.61 ms [2021-10-24 16:21:43 main:574] : INFO : Epoch 1818 | loss: 0.0310204 | val_loss: 0.031244 | Time: 9470.64 ms [2021-10-24 16:21:53 main:574] : INFO : Epoch 1819 | loss: 0.0310327 | val_loss: 0.0312453 | Time: 10620.4 ms [2021-10-24 16:22:04 main:574] : INFO : Epoch 1820 | loss: 0.0310329 | val_loss: 0.0312593 | Time: 10337.7 ms [2021-10-24 16:22:14 main:574] : INFO : Epoch 1821 | loss: 0.0310183 | val_loss: 0.0312482 | Time: 10080.5 ms [2021-10-24 16:22:24 main:574] : INFO : Epoch 1822 | loss: 0.0310107 | val_loss: 0.0312576 | Time: 9807.41 ms [2021-10-24 16:22:34 main:574] : INFO : Epoch 1823 | loss: 0.0310067 | val_loss: 0.0312581 | Time: 10501.6 ms [2021-10-24 16:22:45 main:574] : INFO : Epoch 1824 | loss: 0.0310128 | val_loss: 0.031265 | Time: 10394.1 ms [2021-10-24 16:22:55 main:574] : INFO : Epoch 1825 | loss: 0.0310172 | val_loss: 0.0312499 | Time: 10263.6 ms [2021-10-24 16:23:05 main:574] : INFO : Epoch 1826 | loss: 0.0310549 | val_loss: 0.0312104 | Time: 10145.8 ms [2021-10-24 16:23:16 main:574] : INFO : Epoch 1827 | loss: 0.0311284 | val_loss: 0.0312023 | Time: 10829.4 ms [2021-10-24 16:23:27 main:574] : INFO : Epoch 1828 | loss: 0.0311035 | val_loss: 0.0312056 | Time: 10277.2 ms [2021-10-24 16:23:37 main:574] : INFO : Epoch 1829 | loss: 0.0310791 | val_loss: 0.0312133 | Time: 10777.2 ms [2021-10-24 16:23:48 main:574] : INFO : Epoch 1830 | loss: 0.0310569 | val_loss: 0.0312251 | Time: 10720.9 ms [2021-10-24 16:23:59 main:574] : INFO : Epoch 1831 | loss: 0.0310374 | val_loss: 0.0312543 | Time: 10437.8 ms [2021-10-24 16:24:08 main:574] : INFO : Epoch 1832 | loss: 0.0310231 | val_loss: 0.0312474 | Time: 9110.73 ms [2021-10-24 16:24:19 main:574] : INFO : Epoch 1833 | loss: 0.0310225 | val_loss: 0.0312304 | Time: 10727.2 ms [2021-10-24 16:24:28 main:574] : INFO : Epoch 1834 | loss: 0.0310326 | val_loss: 0.0312471 | Time: 9818.38 ms [2021-10-24 16:24:39 main:574] : INFO : Epoch 1835 | loss: 0.0310264 | val_loss: 0.0312615 | Time: 10824.2 ms [2021-10-24 16:24:50 main:574] : INFO : Epoch 1836 | loss: 0.0310119 | val_loss: 0.0312508 | Time: 10536.1 ms [2021-10-24 16:25:00 main:574] : INFO : Epoch 1837 | loss: 0.0310143 | val_loss: 0.0312566 | Time: 10324.7 ms [2021-10-24 16:25:10 main:574] : INFO : Epoch 1838 | loss: 0.0310145 | val_loss: 0.031263 | Time: 10054.1 ms [2021-10-24 16:25:20 main:574] : INFO : Epoch 1839 | loss: 0.0310191 | val_loss: 0.0312595 | Time: 9801.16 ms [2021-10-24 16:25:31 main:574] : INFO : Epoch 1840 | loss: 0.0310198 | val_loss: 0.0312641 | Time: 10531.7 ms [2021-10-24 16:25:42 main:574] : INFO : Epoch 1841 | loss: 0.0310188 | val_loss: 0.0312579 | Time: 10755.2 ms [2021-10-24 16:25:52 main:574] : INFO : Epoch 1842 | loss: 0.0310151 | val_loss: 0.0312645 | Time: 10523 ms [2021-10-24 16:26:02 main:574] : INFO : Epoch 1843 | loss: 0.0310186 | val_loss: 0.0312613 | Time: 10047.9 ms [2021-10-24 16:26:10 main:574] : INFO : Epoch 1844 | loss: 0.0310262 | val_loss: 0.0312422 | Time: 8076.45 ms [2021-10-24 16:26:17 main:574] : INFO : Epoch 1845 | loss: 0.0310156 | val_loss: 0.0312789 | Time: 6613.21 ms [2021-10-24 16:26:24 main:574] : INFO : Epoch 1846 | loss: 0.0310163 | val_loss: 0.0312605 | Time: 6562.84 ms [2021-10-24 16:26:31 main:574] : INFO : Epoch 1847 | loss: 0.0310201 | val_loss: 0.0312366 | Time: 7204.04 ms [2021-10-24 16:26:41 main:574] : INFO : Epoch 1848 | loss: 0.0310246 | val_loss: 0.0312483 | Time: 10321.1 ms [2021-10-24 16:26:51 main:574] : INFO : Epoch 1849 | loss: 0.031026 | val_loss: 0.0312553 | Time: 9805.88 ms [2021-10-24 16:27:01 main:574] : INFO : Epoch 1850 | loss: 0.0310161 | val_loss: 0.0312492 | Time: 9475.76 ms [2021-10-24 16:27:11 main:574] : INFO : Epoch 1851 | loss: 0.0310119 | val_loss: 0.0312467 | Time: 10535.6 ms [2021-10-24 16:27:22 main:574] : INFO : Epoch 1852 | loss: 0.0310252 | val_loss: 0.031251 | Time: 10238.9 ms [2021-10-24 16:27:32 main:574] : INFO : Epoch 1853 | loss: 0.0310296 | val_loss: 0.031244 | Time: 10691.4 ms [2021-10-24 16:27:42 main:574] : INFO : Epoch 1854 | loss: 0.0310244 | val_loss: 0.0312677 | Time: 10065.4 ms [2021-10-24 16:27:53 main:574] : INFO : Epoch 1855 | loss: 0.031027 | val_loss: 0.0312612 | Time: 10568.5 ms [2021-10-24 16:28:03 main:574] : INFO : Epoch 1856 | loss: 0.0310172 | val_loss: 0.0312668 | Time: 10326.3 ms [2021-10-24 16:28:14 main:574] : INFO : Epoch 1857 | loss: 0.0310167 | val_loss: 0.0312612 | Time: 10247.3 ms [2021-10-24 16:28:25 main:574] : INFO : Epoch 1858 | loss: 0.0310143 | val_loss: 0.031249 | Time: 10660.3 ms [2021-10-24 16:28:35 main:574] : INFO : Epoch 1859 | loss: 0.0310146 | val_loss: 0.0312599 | Time: 10327.1 ms [2021-10-24 16:28:46 main:574] : INFO : Epoch 1860 | loss: 0.0310212 | val_loss: 0.0312664 | Time: 10734 ms [2021-10-24 16:28:56 main:574] : INFO : Epoch 1861 | loss: 0.0310209 | val_loss: 0.0312569 | Time: 10041 ms [2021-10-24 16:29:06 main:574] : INFO : Epoch 1862 | loss: 0.031026 | val_loss: 0.0312484 | Time: 10397.6 ms [2021-10-24 16:29:17 main:574] : INFO : Epoch 1863 | loss: 0.0310259 | val_loss: 0.0312442 | Time: 10734.6 ms [2021-10-24 16:29:28 main:574] : INFO : Epoch 1864 | loss: 0.0310221 | val_loss: 0.0312375 | Time: 10535.1 ms [2021-10-24 16:29:38 main:574] : INFO : Epoch 1865 | loss: 0.0310261 | val_loss: 0.0312543 | Time: 10465.7 ms [2021-10-24 16:29:49 main:574] : INFO : Epoch 1866 | loss: 0.0310264 | val_loss: 0.0312679 | Time: 10647.5 ms [2021-10-24 16:29:59 main:574] : INFO : Epoch 1867 | loss: 0.0310187 | val_loss: 0.0312533 | Time: 10611.9 ms [2021-10-24 16:30:10 main:574] : INFO : Epoch 1868 | loss: 0.0310194 | val_loss: 0.031257 | Time: 10447.3 ms [2021-10-24 16:30:21 main:574] : INFO : Epoch 1869 | loss: 0.0310273 | val_loss: 0.0312588 | Time: 10562.2 ms [2021-10-24 16:30:31 main:574] : INFO : Epoch 1870 | loss: 0.0310142 | val_loss: 0.0312809 | Time: 10537 ms [2021-10-24 16:30:41 main:574] : INFO : Epoch 1871 | loss: 0.0310182 | val_loss: 0.0312457 | Time: 10006.5 ms [2021-10-24 16:30:52 main:574] : INFO : Epoch 1872 | loss: 0.0310224 | val_loss: 0.0312473 | Time: 10588.1 ms [2021-10-24 16:31:02 main:574] : INFO : Epoch 1873 | loss: 0.0310274 | val_loss: 0.0312417 | Time: 10214.2 ms [2021-10-24 16:31:13 main:574] : INFO : Epoch 1874 | loss: 0.0310297 | val_loss: 0.0312426 | Time: 10492 ms [2021-10-24 16:31:23 main:574] : INFO : Epoch 1875 | loss: 0.0310399 | val_loss: 0.0312479 | Time: 9958.97 ms [2021-10-24 16:31:33 main:574] : INFO : Epoch 1876 | loss: 0.0310227 | val_loss: 0.0312567 | Time: 10215.7 ms [2021-10-24 16:31:43 main:574] : INFO : Epoch 1877 | loss: 0.0310213 | val_loss: 0.0312642 | Time: 10070.7 ms [2021-10-24 16:31:54 main:574] : INFO : Epoch 1878 | loss: 0.0310229 | val_loss: 0.0312517 | Time: 10545.2 ms [2021-10-24 16:32:04 main:574] : INFO : Epoch 1879 | loss: 0.0310169 | val_loss: 0.0312353 | Time: 10316.7 ms [2021-10-24 16:32:15 main:574] : INFO : Epoch 1880 | loss: 0.0310162 | val_loss: 0.0312543 | Time: 10413 ms [2021-10-24 16:32:25 main:574] : INFO : Epoch 1881 | loss: 0.0310206 | val_loss: 0.0312514 | Time: 10285.9 ms [2021-10-24 16:32:35 main:574] : INFO : Epoch 1882 | loss: 0.0310205 | val_loss: 0.0312528 | Time: 10285 ms [2021-10-24 16:32:46 main:574] : INFO : Epoch 1883 | loss: 0.0310234 | val_loss: 0.0312532 | Time: 10515.3 ms [2021-10-24 16:32:56 main:574] : INFO : Epoch 1884 | loss: 0.0310256 | val_loss: 0.0312855 | Time: 10063 ms [2021-10-24 16:33:06 main:574] : INFO : Epoch 1885 | loss: 0.0310178 | val_loss: 0.0312372 | Time: 10279.1 ms [2021-10-24 16:33:17 main:574] : INFO : Epoch 1886 | loss: 0.0310176 | val_loss: 0.0312537 | Time: 10437.2 ms [2021-10-24 16:33:27 main:574] : INFO : Epoch 1887 | loss: 0.0310225 | val_loss: 0.0312561 | Time: 9992.82 ms [2021-10-24 16:33:37 main:574] : INFO : Epoch 1888 | loss: 0.0310276 | val_loss: 0.0312321 | Time: 10568.7 ms [2021-10-24 16:33:48 main:574] : INFO : Epoch 1889 | loss: 0.0310253 | val_loss: 0.0312889 | Time: 10553.6 ms [2021-10-24 16:33:59 main:574] : INFO : Epoch 1890 | loss: 0.0310233 | val_loss: 0.0312598 | Time: 10800.4 ms [2021-10-24 16:34:09 main:574] : INFO : Epoch 1891 | loss: 0.0310197 | val_loss: 0.0312442 | Time: 10219.8 ms [2021-10-24 16:34:19 main:574] : INFO : Epoch 1892 | loss: 0.0310189 | val_loss: 0.031254 | Time: 9680.67 ms [2021-10-24 16:34:29 main:574] : INFO : Epoch 1893 | loss: 0.0310264 | val_loss: 0.0312405 | Time: 10485.7 ms [2021-10-24 16:34:40 main:574] : INFO : Epoch 1894 | loss: 0.0310318 | val_loss: 0.0312578 | Time: 10859.3 ms [2021-10-24 16:34:51 main:574] : INFO : Epoch 1895 | loss: 0.0310189 | val_loss: 0.031252 | Time: 10650.2 ms [2021-10-24 16:35:01 main:574] : INFO : Epoch 1896 | loss: 0.0310221 | val_loss: 0.0312704 | Time: 10289.1 ms [2021-10-24 16:35:12 main:574] : INFO : Epoch 1897 | loss: 0.0310163 | val_loss: 0.0312779 | Time: 10347.8 ms [2021-10-24 16:35:22 main:574] : INFO : Epoch 1898 | loss: 0.0310194 | val_loss: 0.0312385 | Time: 10333.3 ms [2021-10-24 16:35:32 main:574] : INFO : Epoch 1899 | loss: 0.03102 | val_loss: 0.0312513 | Time: 9925.81 ms [2021-10-24 16:35:43 main:574] : INFO : Epoch 1900 | loss: 0.0310218 | val_loss: 0.03125 | Time: 10357 ms [2021-10-24 16:35:53 main:574] : INFO : Epoch 1901 | loss: 0.0310152 | val_loss: 0.0312598 | Time: 9995.17 ms [2021-10-24 16:36:03 main:574] : INFO : Epoch 1902 | loss: 0.0310195 | val_loss: 0.0312607 | Time: 10556.5 ms [2021-10-24 16:36:14 main:574] : INFO : Epoch 1903 | loss: 0.0310211 | val_loss: 0.031254 | Time: 10547.4 ms [2021-10-24 16:36:24 main:574] : INFO : Epoch 1904 | loss: 0.0310237 | val_loss: 0.0312458 | Time: 10363.9 ms [2021-10-24 16:36:35 main:574] : INFO : Epoch 1905 | loss: 0.0310211 | val_loss: 0.0312436 | Time: 10577.9 ms [2021-10-24 16:36:45 main:574] : INFO : Epoch 1906 | loss: 0.0310197 | val_loss: 0.0312703 | Time: 10235.5 ms [2021-10-24 16:36:56 main:574] : INFO : Epoch 1907 | loss: 0.031021 | val_loss: 0.0312426 | Time: 10628.2 ms [2021-10-24 16:37:06 main:574] : INFO : Epoch 1908 | loss: 0.0310341 | val_loss: 0.0312441 | Time: 10143.2 ms [2021-10-24 16:37:16 main:574] : INFO : Epoch 1909 | loss: 0.0310307 | val_loss: 0.0312376 | Time: 10351.5 ms [2021-10-24 16:37:27 main:574] : INFO : Epoch 1910 | loss: 0.0310333 | val_loss: 0.0312532 | Time: 10234.8 ms [2021-10-24 16:37:38 main:574] : INFO : Epoch 1911 | loss: 0.0310408 | val_loss: 0.0312375 | Time: 10827.5 ms [2021-10-24 16:37:48 main:574] : INFO : Epoch 1912 | loss: 0.0310277 | val_loss: 0.0312492 | Time: 10447 ms [2021-10-24 16:37:59 main:574] : INFO : Epoch 1913 | loss: 0.0310281 | val_loss: 0.0312513 | Time: 10533.4 ms [2021-10-24 16:38:09 main:574] : INFO : Epoch 1914 | loss: 0.0310159 | val_loss: 0.0312488 | Time: 10364.1 ms [2021-10-24 16:38:19 main:574] : INFO : Epoch 1915 | loss: 0.0310251 | val_loss: 0.031268 | Time: 10266.9 ms [2021-10-24 16:38:30 main:574] : INFO : Epoch 1916 | loss: 0.0310167 | val_loss: 0.0312732 | Time: 10555.3 ms [2021-10-24 16:38:41 main:574] : INFO : Epoch 1917 | loss: 0.0310195 | val_loss: 0.0312373 | Time: 10455.3 ms [2021-10-24 16:38:51 main:574] : INFO : Epoch 1918 | loss: 0.0310153 | val_loss: 0.0312864 | Time: 10296.3 ms [2021-10-24 16:39:01 main:574] : INFO : Epoch 1919 | loss: 0.0310099 | val_loss: 0.0312528 | Time: 9776.31 ms [2021-10-24 16:39:11 main:574] : INFO : Epoch 1920 | loss: 0.0310183 | val_loss: 0.0312525 | Time: 10167.8 ms [2021-10-24 16:39:21 main:574] : INFO : Epoch 1921 | loss: 0.0310257 | val_loss: 0.0312672 | Time: 10414.9 ms [2021-10-24 16:39:32 main:574] : INFO : Epoch 1922 | loss: 0.0310301 | val_loss: 0.0312414 | Time: 10566.4 ms [2021-10-24 16:39:39 main:574] : INFO : Epoch 1923 | loss: 0.0310257 | val_loss: 0.0312642 | Time: 6921.65 ms [2021-10-24 16:39:46 main:574] : INFO : Epoch 1924 | loss: 0.0310259 | val_loss: 0.0312553 | Time: 6763.45 ms [2021-10-24 16:39:53 main:574] : INFO : Epoch 1925 | loss: 0.0310244 | val_loss: 0.0312473 | Time: 6637.89 ms [2021-10-24 16:40:01 main:574] : INFO : Epoch 1926 | loss: 0.031019 | val_loss: 0.0312544 | Time: 8514.56 ms [2021-10-24 16:40:12 main:574] : INFO : Epoch 1927 | loss: 0.031024 | val_loss: 0.0312543 | Time: 10424.3 ms [2021-10-24 16:40:22 main:574] : INFO : Epoch 1928 | loss: 0.0310259 | val_loss: 0.0312486 | Time: 10123 ms [2021-10-24 16:40:32 main:574] : INFO : Epoch 1929 | loss: 0.0310254 | val_loss: 0.0312534 | Time: 10635.2 ms [2021-10-24 16:40:43 main:574] : INFO : Epoch 1930 | loss: 0.0310173 | val_loss: 0.03125 | Time: 10343.8 ms [2021-10-24 16:40:53 main:574] : INFO : Epoch 1931 | loss: 0.0310201 | val_loss: 0.0312471 | Time: 10457.6 ms [2021-10-24 16:41:03 main:574] : INFO : Epoch 1932 | loss: 0.0310215 | val_loss: 0.0312502 | Time: 9901.45 ms [2021-10-24 16:41:10 main:574] : INFO : Epoch 1933 | loss: 0.0310305 | val_loss: 0.0312502 | Time: 6628.23 ms [2021-10-24 16:41:17 main:574] : INFO : Epoch 1934 | loss: 0.0310231 | val_loss: 0.0312611 | Time: 6691.09 ms [2021-10-24 16:41:23 main:574] : INFO : Epoch 1935 | loss: 0.031019 | val_loss: 0.0312572 | Time: 6622.02 ms [2021-10-24 16:41:30 main:574] : INFO : Epoch 1936 | loss: 0.0310205 | val_loss: 0.031251 | Time: 6615.42 ms [2021-10-24 16:41:39 main:574] : INFO : Epoch 1937 | loss: 0.031034 | val_loss: 0.0312449 | Time: 8834.98 ms [2021-10-24 16:41:50 main:574] : INFO : Epoch 1938 | loss: 0.0310162 | val_loss: 0.0312629 | Time: 10661.2 ms [2021-10-24 16:41:59 main:574] : INFO : Epoch 1939 | loss: 0.0310151 | val_loss: 0.0312697 | Time: 8963.79 ms [2021-10-24 16:42:09 main:574] : INFO : Epoch 1940 | loss: 0.031022 | val_loss: 0.0312272 | Time: 9999.72 ms [2021-10-24 16:42:19 main:574] : INFO : Epoch 1941 | loss: 0.0310186 | val_loss: 0.0312594 | Time: 10276.3 ms [2021-10-24 16:42:29 main:574] : INFO : Epoch 1942 | loss: 0.0310157 | val_loss: 0.0312669 | Time: 10166.2 ms [2021-10-24 16:42:40 main:574] : INFO : Epoch 1943 | loss: 0.0310166 | val_loss: 0.0312566 | Time: 10308.4 ms [2021-10-24 16:42:50 main:574] : INFO : Epoch 1944 | loss: 0.0310153 | val_loss: 0.0312517 | Time: 10300.6 ms [2021-10-24 16:43:00 main:574] : INFO : Epoch 1945 | loss: 0.0310226 | val_loss: 0.0312482 | Time: 9428.06 ms [2021-10-24 16:43:10 main:574] : INFO : Epoch 1946 | loss: 0.0310297 | val_loss: 0.0312524 | Time: 10392.2 ms [2021-10-24 16:43:21 main:574] : INFO : Epoch 1947 | loss: 0.0310173 | val_loss: 0.0312496 | Time: 10591.2 ms [2021-10-24 16:43:31 main:574] : INFO : Epoch 1948 | loss: 0.031014 | val_loss: 0.0312668 | Time: 10116.9 ms [2021-10-24 16:43:41 main:574] : INFO : Epoch 1949 | loss: 0.0310214 | val_loss: 0.0312527 | Time: 9964.06 ms [2021-10-24 16:43:51 main:574] : INFO : Epoch 1950 | loss: 0.0310225 | val_loss: 0.0312665 | Time: 9932.85 ms [2021-10-24 16:44:01 main:574] : INFO : Epoch 1951 | loss: 0.03102 | val_loss: 0.0312434 | Time: 10050.2 ms [2021-10-24 16:44:11 main:574] : INFO : Epoch 1952 | loss: 0.0310172 | val_loss: 0.0312677 | Time: 10043.1 ms [2021-10-24 16:44:21 main:574] : INFO : Epoch 1953 | loss: 0.0310267 | val_loss: 0.0312553 | Time: 10032.1 ms [2021-10-24 16:44:31 main:574] : INFO : Epoch 1954 | loss: 0.031018 | val_loss: 0.0312535 | Time: 9865.48 ms [2021-10-24 16:44:41 main:574] : INFO : Epoch 1955 | loss: 0.0310169 | val_loss: 0.0312602 | Time: 9980.83 ms [2021-10-24 16:44:52 main:574] : INFO : Epoch 1956 | loss: 0.0310175 | val_loss: 0.031278 | Time: 10732.1 ms [2021-10-24 16:45:02 main:574] : INFO : Epoch 1957 | loss: 0.0310161 | val_loss: 0.0312453 | Time: 10232.3 ms [2021-10-24 16:45:13 main:574] : INFO : Epoch 1958 | loss: 0.0310104 | val_loss: 0.0312709 | Time: 10565 ms [2021-10-24 16:45:24 main:574] : INFO : Epoch 1959 | loss: 0.0310274 | val_loss: 0.0312629 | Time: 10707.4 ms [2021-10-24 16:45:34 main:574] : INFO : Epoch 1960 | loss: 0.0310316 | val_loss: 0.031232 | Time: 10784.4 ms [2021-10-24 16:45:43 main:574] : INFO : Epoch 1961 | loss: 0.0310311 | val_loss: 0.0312318 | Time: 8569.77 ms [2021-10-24 16:45:50 main:574] : INFO : Epoch 1962 | loss: 0.0310532 | val_loss: 0.0312363 | Time: 6588.81 ms [2021-10-24 16:45:56 main:574] : INFO : Epoch 1963 | loss: 0.0310413 | val_loss: 0.0312353 | Time: 6582.9 ms [2021-10-24 16:46:05 main:574] : INFO : Epoch 1964 | loss: 0.0310216 | val_loss: 0.0312593 | Time: 8718.85 ms [2021-10-24 16:46:16 main:574] : INFO : Epoch 1965 | loss: 0.0310244 | val_loss: 0.0312626 | Time: 10569.6 ms [2021-10-24 16:46:26 main:574] : INFO : Epoch 1966 | loss: 0.0310213 | val_loss: 0.031246 | Time: 10521.9 ms [2021-10-24 16:46:37 main:574] : INFO : Epoch 1967 | loss: 0.0310194 | val_loss: 0.031267 | Time: 10412.6 ms [2021-10-24 16:46:44 main:574] : INFO : Epoch 1968 | loss: 0.0310239 | val_loss: 0.0312601 | Time: 7443.92 ms [2021-10-24 16:46:52 main:574] : INFO : Epoch 1969 | loss: 0.0310158 | val_loss: 0.0312422 | Time: 7650.76 ms [2021-10-24 16:47:02 main:574] : INFO : Epoch 1970 | loss: 0.0310258 | val_loss: 0.0312372 | Time: 10139.1 ms [2021-10-24 16:47:13 main:574] : INFO : Epoch 1971 | loss: 0.031027 | val_loss: 0.0312464 | Time: 10780.5 ms [2021-10-24 16:47:22 main:574] : INFO : Epoch 1972 | loss: 0.0310179 | val_loss: 0.0312595 | Time: 8554.73 ms [2021-10-24 16:47:32 main:574] : INFO : Epoch 1973 | loss: 0.0310147 | val_loss: 0.0312845 | Time: 10041 ms [2021-10-24 16:47:42 main:574] : INFO : Epoch 1974 | loss: 0.0310201 | val_loss: 0.0312514 | Time: 10133.7 ms [2021-10-24 16:47:53 main:574] : INFO : Epoch 1975 | loss: 0.0310209 | val_loss: 0.0312653 | Time: 10728.4 ms [2021-10-24 16:48:02 main:574] : INFO : Epoch 1976 | loss: 0.0310196 | val_loss: 0.0312429 | Time: 8847.66 ms [2021-10-24 16:48:10 main:574] : INFO : Epoch 1977 | loss: 0.0310166 | val_loss: 0.0312608 | Time: 7918.26 ms [2021-10-24 16:48:18 main:574] : INFO : Epoch 1978 | loss: 0.0310151 | val_loss: 0.0312631 | Time: 7894.26 ms [2021-10-24 16:48:26 main:574] : INFO : Epoch 1979 | loss: 0.031015 | val_loss: 0.0312652 | Time: 8621.36 ms [2021-10-24 16:48:34 main:574] : INFO : Epoch 1980 | loss: 0.0310269 | val_loss: 0.0312466 | Time: 7933.87 ms [2021-10-24 16:48:42 main:574] : INFO : Epoch 1981 | loss: 0.0310311 | val_loss: 0.0312412 | Time: 8105.63 ms [2021-10-24 16:48:51 main:574] : INFO : Epoch 1982 | loss: 0.0310328 | val_loss: 0.0312581 | Time: 8599.46 ms [2021-10-24 16:48:59 main:574] : INFO : Epoch 1983 | loss: 0.031029 | val_loss: 0.0312507 | Time: 7591.99 ms [2021-10-24 16:49:06 main:574] : INFO : Epoch 1984 | loss: 0.0310199 | val_loss: 0.031261 | Time: 7735.31 ms [2021-10-24 16:49:14 main:574] : INFO : Epoch 1985 | loss: 0.0310188 | val_loss: 0.0312552 | Time: 7887.15 ms [2021-10-24 16:49:22 main:574] : INFO : Epoch 1986 | loss: 0.0310229 | val_loss: 0.0312435 | Time: 7712.33 ms [2021-10-24 16:49:29 main:574] : INFO : Epoch 1987 | loss: 0.0310281 | val_loss: 0.0312367 | Time: 7151.38 ms [2021-10-24 16:49:36 main:574] : INFO : Epoch 1988 | loss: 0.0310214 | val_loss: 0.031261 | Time: 7034.34 ms [2021-10-24 16:49:45 main:574] : INFO : Epoch 1989 | loss: 0.0310146 | val_loss: 0.0312495 | Time: 8903.09 ms [2021-10-24 16:49:55 main:574] : INFO : Epoch 1990 | loss: 0.0310116 | val_loss: 0.031257 | Time: 9131.93 ms [2021-10-24 16:50:02 main:574] : INFO : Epoch 1991 | loss: 0.0310128 | val_loss: 0.0312629 | Time: 7509.53 ms [2021-10-24 16:50:10 main:574] : INFO : Epoch 1992 | loss: 0.0310148 | val_loss: 0.0312653 | Time: 7382.7 ms [2021-10-24 16:50:18 main:574] : INFO : Epoch 1993 | loss: 0.03102 | val_loss: 0.0312591 | Time: 8214.61 ms [2021-10-24 16:50:26 main:574] : INFO : Epoch 1994 | loss: 0.0310457 | val_loss: 0.0312357 | Time: 8088.03 ms [2021-10-24 16:50:33 main:574] : INFO : Epoch 1995 | loss: 0.0310545 | val_loss: 0.0312403 | Time: 7386.79 ms [2021-10-24 16:50:41 main:574] : INFO : Epoch 1996 | loss: 0.0310299 | val_loss: 0.0312551 | Time: 7486.65 ms [2021-10-24 16:50:49 main:574] : INFO : Epoch 1997 | loss: 0.0310201 | val_loss: 0.0312366 | Time: 8004.09 ms [2021-10-24 16:50:57 main:574] : INFO : Epoch 1998 | loss: 0.031022 | val_loss: 0.0312591 | Time: 7587.19 ms [2021-10-24 16:51:04 main:574] : INFO : Epoch 1999 | loss: 0.0310214 | val_loss: 0.0312571 | Time: 7641.69 ms [2021-10-24 16:51:13 main:574] : INFO : Epoch 2000 | loss: 0.0310218 | val_loss: 0.0312709 | Time: 8255.35 ms [2021-10-24 16:51:20 main:574] : INFO : Epoch 2001 | loss: 0.0310278 | val_loss: 0.031255 | Time: 7540.15 ms [2021-10-24 16:51:29 main:574] : INFO : Epoch 2002 | loss: 0.0310185 | val_loss: 0.031263 | Time: 8581.51 ms [2021-10-24 16:51:38 main:574] : INFO : Epoch 2003 | loss: 0.0310189 | val_loss: 0.0312531 | Time: 8569.43 ms [2021-10-24 16:51:44 main:574] : INFO : Epoch 2004 | loss: 0.0310157 | val_loss: 0.0312665 | Time: 6880.3 ms [2021-10-24 16:51:53 main:574] : INFO : Epoch 2005 | loss: 0.0310158 | val_loss: 0.0312561 | Time: 8055.88 ms [2021-10-24 16:52:01 main:574] : INFO : Epoch 2006 | loss: 0.0310193 | val_loss: 0.0312489 | Time: 8189.69 ms [2021-10-24 16:52:10 main:574] : INFO : Epoch 2007 | loss: 0.0310159 | val_loss: 0.0312531 | Time: 9570.18 ms [2021-10-24 16:52:21 main:574] : INFO : Epoch 2008 | loss: 0.0310141 | val_loss: 0.0312585 | Time: 10495.2 ms [2021-10-24 16:52:31 main:574] : INFO : Epoch 2009 | loss: 0.0310147 | val_loss: 0.0312653 | Time: 10068 ms [2021-10-24 16:52:42 main:574] : INFO : Epoch 2010 | loss: 0.0310181 | val_loss: 0.0312427 | Time: 10384.5 ms [2021-10-24 16:52:52 main:574] : INFO : Epoch 2011 | loss: 0.0310227 | val_loss: 0.0312363 | Time: 10411.3 ms [2021-10-24 16:53:02 main:574] : INFO : Epoch 2012 | loss: 0.0310283 | val_loss: 0.0312562 | Time: 10086.1 ms [2021-10-24 16:53:13 main:574] : INFO : Epoch 2013 | loss: 0.0310218 | val_loss: 0.031243 | Time: 10774.7 ms [2021-10-24 16:53:24 main:574] : INFO : Epoch 2014 | loss: 0.0310201 | val_loss: 0.0312593 | Time: 10713.5 ms [2021-10-24 16:53:34 main:574] : INFO : Epoch 2015 | loss: 0.031029 | val_loss: 0.0312724 | Time: 10294.6 ms [2021-10-24 16:53:45 main:574] : INFO : Epoch 2016 | loss: 0.0310316 | val_loss: 0.0312678 | Time: 10500 ms [2021-10-24 16:53:55 main:574] : INFO : Epoch 2017 | loss: 0.0310194 | val_loss: 0.0312362 | Time: 10502.2 ms [2021-10-24 16:54:06 main:574] : INFO : Epoch 2018 | loss: 0.0310183 | val_loss: 0.0312589 | Time: 10523.7 ms [2021-10-24 16:54:17 main:574] : INFO : Epoch 2019 | loss: 0.0310107 | val_loss: 0.0312708 | Time: 10751.1 ms [2021-10-24 16:54:27 main:574] : INFO : Epoch 2020 | loss: 0.0310142 | val_loss: 0.0312528 | Time: 10511 ms [2021-10-24 16:54:38 main:574] : INFO : Epoch 2021 | loss: 0.0310158 | val_loss: 0.0312573 | Time: 10558.3 ms [2021-10-24 16:54:48 main:574] : INFO : Epoch 2022 | loss: 0.0310158 | val_loss: 0.031257 | Time: 10085.5 ms [2021-10-24 16:54:59 main:574] : INFO : Epoch 2023 | loss: 0.0310202 | val_loss: 0.0312727 | Time: 10607.9 ms [2021-10-24 16:55:09 main:574] : INFO : Epoch 2024 | loss: 0.0310226 | val_loss: 0.0312483 | Time: 10079.7 ms [2021-10-24 16:55:20 main:574] : INFO : Epoch 2025 | loss: 0.0310336 | val_loss: 0.0312561 | Time: 10806.3 ms [2021-10-24 16:55:30 main:574] : INFO : Epoch 2026 | loss: 0.0310277 | val_loss: 0.0312521 | Time: 10321.5 ms [2021-10-24 16:55:40 main:574] : INFO : Epoch 2027 | loss: 0.0310215 | val_loss: 0.0312474 | Time: 10389.3 ms [2021-10-24 16:55:51 main:574] : INFO : Epoch 2028 | loss: 0.0310197 | val_loss: 0.0312583 | Time: 10144.5 ms [2021-10-24 16:56:01 main:574] : INFO : Epoch 2029 | loss: 0.0310205 | val_loss: 0.0312694 | Time: 10821.3 ms [2021-10-24 16:56:12 main:574] : INFO : Epoch 2030 | loss: 0.0310167 | val_loss: 0.0312597 | Time: 10400.1 ms [2021-10-24 16:56:22 main:574] : INFO : Epoch 2031 | loss: 0.0310212 | val_loss: 0.0312475 | Time: 9613.74 ms [2021-10-24 16:56:31 main:574] : INFO : Epoch 2032 | loss: 0.0310266 | val_loss: 0.0312514 | Time: 9909.48 ms [2021-10-24 16:56:42 main:574] : INFO : Epoch 2033 | loss: 0.0310236 | val_loss: 0.0312521 | Time: 10224.6 ms [2021-10-24 16:56:53 main:574] : INFO : Epoch 2034 | loss: 0.0310252 | val_loss: 0.0312602 | Time: 10767.3 ms [2021-10-24 16:57:02 main:574] : INFO : Epoch 2035 | loss: 0.0310253 | val_loss: 0.0312508 | Time: 9559.13 ms [2021-10-24 16:57:13 main:574] : INFO : Epoch 2036 | loss: 0.0310197 | val_loss: 0.031257 | Time: 10723.3 ms [2021-10-24 16:57:24 main:574] : INFO : Epoch 2037 | loss: 0.0310181 | val_loss: 0.0312613 | Time: 10818.6 ms [2021-10-24 16:57:34 main:574] : INFO : Epoch 2038 | loss: 0.0310141 | val_loss: 0.0312493 | Time: 9928.02 ms [2021-10-24 16:57:45 main:574] : INFO : Epoch 2039 | loss: 0.0310182 | val_loss: 0.0312671 | Time: 10859.3 ms [2021-10-24 16:57:55 main:574] : INFO : Epoch 2040 | loss: 0.0310194 | val_loss: 0.0312662 | Time: 9864.96 ms [2021-10-24 16:58:05 main:574] : INFO : Epoch 2041 | loss: 0.0310208 | val_loss: 0.0312549 | Time: 9840.81 ms [2021-10-24 16:58:15 main:574] : INFO : Epoch 2042 | loss: 0.0310208 | val_loss: 0.0312668 | Time: 10110.3 ms [2021-10-24 16:58:26 main:574] : INFO : Epoch 2043 | loss: 0.0310162 | val_loss: 0.0312646 | Time: 10756.6 ms [2021-10-24 16:58:36 main:574] : INFO : Epoch 2044 | loss: 0.0310215 | val_loss: 0.0312326 | Time: 10662.8 ms [2021-10-24 16:58:47 main:574] : INFO : Epoch 2045 | loss: 0.0310264 | val_loss: 0.0312378 | Time: 10358.8 ms [2021-10-24 16:58:57 main:574] : INFO : Epoch 2046 | loss: 0.0310363 | val_loss: 0.0312208 | Time: 10303.1 ms [2021-10-24 16:59:07 main:574] : INFO : Epoch 2047 | loss: 0.0310243 | val_loss: 0.031248 | Time: 9981.49 ms [2021-10-24 16:59:18 main:574] : INFO : Epoch 2048 | loss: 0.0310113 | val_loss: 0.0312547 | Time: 10562.9 ms [2021-10-24 16:59:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312547 [2021-10-24 16:59:18 main:603] : INFO : Saving end state to config to file [2021-10-24 16:59:18 main:608] : INFO : Success, exiting.. 16:59:18 (12332): 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)