Task 8823838
| Name | ParityModified-1636181405-3750-1_0 |
| Workunit | 6294778 |
| Created | 9 Nov 2021, 9:10:23 UTC |
| Sent | 16 Nov 2021, 5:28:50 UTC |
| Report deadline | 23 Nov 2021, 5:28:50 UTC |
| Received | 17 Nov 2021, 0:18:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 10 hours 31 min 45 sec |
| CPU time | 6 hours 50 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11-16 14:55:22 main:574] : INFO : Epoch 1542 | loss: 0.0311301 | val_loss: 0.0311578 | Time: 15795.1 ms [2021-11-16 14:55:38 main:574] : INFO : Epoch 1543 | loss: 0.0311301 | val_loss: 0.0311563 | Time: 16146.4 ms [2021-11-16 14:55:56 main:574] : INFO : Epoch 1544 | loss: 0.0311326 | val_loss: 0.0311537 | Time: 17925.3 ms [2021-11-16 14:56:14 main:574] : INFO : Epoch 1545 | loss: 0.0311278 | val_loss: 0.0311533 | Time: 17675.2 ms [2021-11-16 14:56:30 main:574] : INFO : Epoch 1546 | loss: 0.0311251 | val_loss: 0.0311519 | Time: 15466.3 ms [2021-11-16 14:56:45 main:574] : INFO : Epoch 1547 | loss: 0.0311228 | val_loss: 0.0311533 | Time: 15525.5 ms [2021-11-16 14:57:01 main:574] : INFO : Epoch 1548 | loss: 0.0311204 | val_loss: 0.031151 | Time: 15674.7 ms [2021-11-16 14:57:17 main:574] : INFO : Epoch 1549 | loss: 0.0311212 | val_loss: 0.0311572 | Time: 15884.5 ms [2021-11-16 14:57:32 main:574] : INFO : Epoch 1550 | loss: 0.0311202 | val_loss: 0.0311485 | Time: 15543.4 ms [2021-11-16 14:57:48 main:574] : INFO : Epoch 1551 | loss: 0.0311224 | val_loss: 0.0311511 | Time: 15521.3 ms [2021-11-16 14:58:04 main:574] : INFO : Epoch 1552 | loss: 0.0311214 | val_loss: 0.0311486 | Time: 15834.9 ms [2021-11-16 14:58:20 main:574] : INFO : Epoch 1553 | loss: 0.0311187 | val_loss: 0.0311515 | Time: 15929.6 ms [2021-11-16 14:58:38 main:574] : INFO : Epoch 1554 | loss: 0.0311193 | val_loss: 0.0311507 | Time: 17962.8 ms [2021-11-16 14:58:57 main:574] : INFO : Epoch 1555 | loss: 0.0311174 | val_loss: 0.0311498 | Time: 18340.5 ms [2021-11-16 14:59:12 main:574] : INFO : Epoch 1556 | loss: 0.031118 | val_loss: 0.0311522 | Time: 15526.7 ms [2021-11-16 14:59:28 main:574] : INFO : Epoch 1557 | loss: 0.0311199 | val_loss: 0.0311507 | Time: 15659.3 ms [2021-11-16 14:59:44 main:574] : INFO : Epoch 1558 | loss: 0.0311211 | val_loss: 0.0311537 | Time: 15624.9 ms [2021-11-16 14:59:59 main:574] : INFO : Epoch 1559 | loss: 0.0311189 | val_loss: 0.0311552 | Time: 15635.7 ms [2021-11-16 15:00:15 main:574] : INFO : Epoch 1560 | loss: 0.0311168 | val_loss: 0.0311534 | Time: 15641.4 ms [2021-11-16 15:00:31 main:574] : INFO : Epoch 1561 | loss: 0.0311164 | val_loss: 0.0311537 | Time: 15673 ms [2021-11-16 15:00:47 main:574] : INFO : Epoch 1562 | loss: 0.0311151 | val_loss: 0.031156 | Time: 15648.9 ms [2021-11-16 15:01:04 main:574] : INFO : Epoch 1563 | loss: 0.0311161 | val_loss: 0.0311562 | Time: 16810.4 ms [2021-11-16 15:01:21 main:574] : INFO : Epoch 1564 | loss: 0.031117 | val_loss: 0.0311524 | Time: 17363.5 ms [2021-11-16 15:01:39 main:574] : INFO : Epoch 1565 | loss: 0.031118 | val_loss: 0.031154 | Time: 17902.7 ms [2021-11-16 15:01:55 main:574] : INFO : Epoch 1566 | loss: 0.0311221 | val_loss: 0.0311499 | Time: 15652.3 ms [2021-11-16 15:02:10 main:574] : INFO : Epoch 1567 | loss: 0.0311234 | val_loss: 0.0311523 | Time: 15018.6 ms [2021-11-16 15:02:26 main:574] : INFO : Epoch 1568 | loss: 0.0311205 | val_loss: 0.0311567 | Time: 15706.7 ms [2021-11-16 15:02:41 main:574] : INFO : Epoch 1569 | loss: 0.0311195 | val_loss: 0.0311592 | Time: 15792.8 ms [2021-11-16 15:02:57 main:574] : INFO : Epoch 1570 | loss: 0.0311165 | val_loss: 0.0311543 | Time: 15819 ms [2021-11-16 15:03:13 main:574] : INFO : Epoch 1571 | loss: 0.0311166 | val_loss: 0.0311534 | Time: 15791.5 ms [2021-11-16 15:03:29 main:574] : INFO : Epoch 1572 | loss: 0.0311181 | val_loss: 0.0311501 | Time: 16037.7 ms [2021-11-16 15:03:45 main:574] : INFO : Epoch 1573 | loss: 0.0311178 | val_loss: 0.0311551 | Time: 15644.9 ms [2021-11-16 15:04:02 main:574] : INFO : Epoch 1574 | loss: 0.0311205 | val_loss: 0.0311521 | Time: 17142 ms [2021-11-16 15:04:21 main:574] : INFO : Epoch 1575 | loss: 0.0311301 | val_loss: 0.0311542 | Time: 18266.7 ms [2021-11-16 15:04:36 main:574] : INFO : Epoch 1576 | loss: 0.0311292 | val_loss: 0.0311553 | Time: 15621.1 ms [2021-11-16 15:04:52 main:574] : INFO : Epoch 1577 | loss: 0.0311222 | val_loss: 0.0311507 | Time: 15547.8 ms [2021-11-16 15:05:09 main:574] : INFO : Epoch 1578 | loss: 0.0311203 | val_loss: 0.0311495 | Time: 16584.7 ms [2021-11-16 15:05:24 main:574] : INFO : Epoch 1579 | loss: 0.0311188 | val_loss: 0.0311522 | Time: 15508.7 ms [2021-11-16 15:05:40 main:574] : INFO : Epoch 1580 | loss: 0.0311179 | val_loss: 0.0311503 | Time: 15580.2 ms [2021-11-16 15:05:56 main:574] : INFO : Epoch 1581 | loss: 0.0311174 | val_loss: 0.0311477 | Time: 15807.8 ms [2021-11-16 15:06:12 main:574] : INFO : Epoch 1582 | loss: 0.0311179 | val_loss: 0.0311541 | Time: 16544.3 ms [2021-11-16 15:06:28 main:574] : INFO : Epoch 1583 | loss: 0.0311179 | val_loss: 0.0311494 | Time: 15647.8 ms [2021-11-16 15:06:45 main:574] : INFO : Epoch 1584 | loss: 0.031115 | val_loss: 0.0311512 | Time: 16823.4 ms [2021-11-16 15:07:04 main:574] : INFO : Epoch 1585 | loss: 0.031115 | val_loss: 0.0311493 | Time: 18622.7 ms [2021-11-16 15:07:19 main:574] : INFO : Epoch 1586 | loss: 0.031116 | val_loss: 0.0311488 | Time: 15679.1 ms [2021-11-16 15:07:35 main:574] : INFO : Epoch 1587 | loss: 0.0311155 | val_loss: 0.0311519 | Time: 16005.4 ms [2021-11-16 15:07:51 main:574] : INFO : Epoch 1588 | loss: 0.0311153 | val_loss: 0.0311512 | Time: 15662.6 ms [2021-11-16 15:08:07 main:574] : INFO : Epoch 1589 | loss: 0.0311133 | val_loss: 0.0311468 | Time: 15904.5 ms [2021-11-16 15:08:23 main:574] : INFO : Epoch 1590 | loss: 0.0311132 | val_loss: 0.0311547 | Time: 15711.8 ms [2021-11-16 15:08:39 main:574] : INFO : Epoch 1591 | loss: 0.0311157 | val_loss: 0.0311461 | Time: 16196.5 ms [2021-11-16 15:08:55 main:574] : INFO : Epoch 1592 | loss: 0.0311142 | val_loss: 0.0311481 | Time: 15695.7 ms [2021-11-16 15:09:11 main:574] : INFO : Epoch 1593 | loss: 0.0311138 | val_loss: 0.0311479 | Time: 15683.4 ms [2021-11-16 15:09:28 main:574] : INFO : Epoch 1594 | loss: 0.0311166 | val_loss: 0.0311503 | Time: 16567.3 ms [2021-11-16 15:09:47 main:574] : INFO : Epoch 1595 | loss: 0.0311158 | val_loss: 0.0311561 | Time: 18985.6 ms [2021-11-16 15:10:03 main:574] : INFO : Epoch 1596 | loss: 0.0311143 | val_loss: 0.0311521 | Time: 16086.2 ms [2021-11-16 15:10:18 main:574] : INFO : Epoch 1597 | loss: 0.0311146 | val_loss: 0.0311469 | Time: 15623.6 ms [2021-11-16 15:10:34 main:574] : INFO : Epoch 1598 | loss: 0.0311172 | val_loss: 0.0311494 | Time: 15754.2 ms [2021-11-16 15:10:50 main:574] : INFO : Epoch 1599 | loss: 0.0311161 | val_loss: 0.0311518 | Time: 15422.9 ms [2021-11-16 15:11:06 main:574] : INFO : Epoch 1600 | loss: 0.0311163 | val_loss: 0.0311566 | Time: 16096.7 ms [2021-11-16 15:11:22 main:574] : INFO : Epoch 1601 | loss: 0.0311183 | val_loss: 0.0311546 | Time: 15590.1 ms [2021-11-16 15:11:38 main:574] : INFO : Epoch 1602 | loss: 0.0311143 | val_loss: 0.0311467 | Time: 16341.2 ms [2021-11-16 15:11:54 main:574] : INFO : Epoch 1603 | loss: 0.0311129 | val_loss: 0.0311477 | Time: 15907 ms [2021-11-16 15:12:10 main:574] : INFO : Epoch 1604 | loss: 0.0311109 | val_loss: 0.0311519 | Time: 15940.7 ms [2021-11-16 15:12:29 main:574] : INFO : Epoch 1605 | loss: 0.031112 | val_loss: 0.0311487 | Time: 18821.3 ms [2021-11-16 15:12:46 main:574] : INFO : Epoch 1606 | loss: 0.0311165 | val_loss: 0.0311489 | Time: 17100.1 ms [2021-11-16 15:13:02 main:574] : INFO : Epoch 1607 | loss: 0.0311163 | val_loss: 0.0311548 | Time: 15698.4 ms [2021-11-16 15:13:18 main:574] : INFO : Epoch 1608 | loss: 0.031114 | val_loss: 0.0311473 | Time: 16043.1 ms [2021-11-16 15:13:34 main:574] : INFO : Epoch 1609 | loss: 0.0311127 | val_loss: 0.0311452 | Time: 15678.9 ms [2021-11-16 15:13:50 main:574] : INFO : Epoch 1610 | loss: 0.0311104 | val_loss: 0.0311484 | Time: 15823.1 ms [2021-11-16 15:14:06 main:574] : INFO : Epoch 1611 | loss: 0.0311109 | val_loss: 0.0311471 | Time: 16032.6 ms [2021-11-16 15:14:22 main:574] : INFO : Epoch 1612 | loss: 0.0311102 | val_loss: 0.03115 | Time: 15945.5 ms [2021-11-16 15:14:38 main:574] : INFO : Epoch 1613 | loss: 0.0311095 | val_loss: 0.0311504 | Time: 15948.8 ms [2021-11-16 15:14:55 main:574] : INFO : Epoch 1614 | loss: 0.0311106 | val_loss: 0.0311528 | Time: 16110.3 ms [2021-11-16 15:15:13 main:574] : INFO : Epoch 1615 | loss: 0.0311133 | val_loss: 0.031153 | Time: 18005.2 ms [2021-11-16 15:15:30 main:574] : INFO : Epoch 1616 | loss: 0.0311119 | val_loss: 0.0311557 | Time: 17336.9 ms [2021-11-16 15:15:46 main:574] : INFO : Epoch 1617 | loss: 0.0311154 | val_loss: 0.0311495 | Time: 15525.8 ms [2021-11-16 15:16:01 main:574] : INFO : Epoch 1618 | loss: 0.0311131 | val_loss: 0.0311491 | Time: 15739.6 ms [2021-11-16 15:16:18 main:574] : INFO : Epoch 1619 | loss: 0.0311123 | val_loss: 0.0311516 | Time: 16149.4 ms [2021-11-16 15:16:33 main:574] : INFO : Epoch 1620 | loss: 0.0311176 | val_loss: 0.0311505 | Time: 15356.7 ms [2021-11-16 15:16:50 main:574] : INFO : Epoch 1621 | loss: 0.0311281 | val_loss: 0.0311544 | Time: 16403.7 ms [2021-11-16 15:17:06 main:574] : INFO : Epoch 1622 | loss: 0.0311307 | val_loss: 0.031153 | Time: 15863.2 ms [2021-11-16 15:17:22 main:574] : INFO : Epoch 1623 | loss: 0.031131 | val_loss: 0.0311529 | Time: 16034.5 ms [2021-11-16 15:17:38 main:574] : INFO : Epoch 1624 | loss: 0.0311285 | val_loss: 0.0311539 | Time: 15895.8 ms [2021-11-16 15:17:55 main:574] : INFO : Epoch 1625 | loss: 0.0311276 | val_loss: 0.0311514 | Time: 17777.8 ms [2021-11-16 15:18:14 main:574] : INFO : Epoch 1626 | loss: 0.0311255 | val_loss: 0.0311492 | Time: 18253.5 ms [2021-11-16 15:18:29 main:574] : INFO : Epoch 1627 | loss: 0.031122 | val_loss: 0.0311508 | Time: 15445.1 ms [2021-11-16 15:18:45 main:574] : INFO : Epoch 1628 | loss: 0.031125 | val_loss: 0.0311521 | Time: 15679.6 ms [2021-11-16 15:19:01 main:574] : INFO : Epoch 1629 | loss: 0.0311337 | val_loss: 0.0311503 | Time: 16041 ms [2021-11-16 15:19:17 main:574] : INFO : Epoch 1630 | loss: 0.0311367 | val_loss: 0.0311523 | Time: 15834.7 ms [2021-11-16 15:19:33 main:574] : INFO : Epoch 1631 | loss: 0.0311356 | val_loss: 0.0311526 | Time: 15843.7 ms [2021-11-16 15:19:49 main:574] : INFO : Epoch 1632 | loss: 0.0311336 | val_loss: 0.0311482 | Time: 15891.5 ms [2021-11-16 15:20:06 main:574] : INFO : Epoch 1633 | loss: 0.0311272 | val_loss: 0.031146 | Time: 17042 ms [2021-11-16 15:20:22 main:574] : INFO : Epoch 1634 | loss: 0.0311257 | val_loss: 0.0311484 | Time: 15674.3 ms [2021-11-16 15:20:40 main:574] : INFO : Epoch 1635 | loss: 0.0311233 | val_loss: 0.0311515 | Time: 17441.4 ms [2021-11-16 15:20:58 main:574] : INFO : Epoch 1636 | loss: 0.0311252 | val_loss: 0.0311512 | Time: 18463.9 ms [2021-11-16 15:21:14 main:574] : INFO : Epoch 1637 | loss: 0.0311335 | val_loss: 0.0311494 | Time: 15784.8 ms [2021-11-16 15:21:30 main:574] : INFO : Epoch 1638 | loss: 0.031126 | val_loss: 0.0311499 | Time: 16036.7 ms [2021-11-16 15:21:46 main:574] : INFO : Epoch 1639 | loss: 0.0311225 | val_loss: 0.0311475 | Time: 15868.5 ms [2021-11-16 15:22:02 main:574] : INFO : Epoch 1640 | loss: 0.0311204 | val_loss: 0.031148 | Time: 15470.2 ms [2021-11-16 15:22:18 main:574] : INFO : Epoch 1641 | loss: 0.0311201 | val_loss: 0.0311473 | Time: 15933.2 ms [2021-11-16 15:22:34 main:574] : INFO : Epoch 1642 | loss: 0.0311211 | val_loss: 0.0311479 | Time: 15861.6 ms [2021-11-16 15:22:50 main:574] : INFO : Epoch 1643 | loss: 0.0311233 | val_loss: 0.0311466 | Time: 15754.5 ms [2021-11-16 15:23:05 main:574] : INFO : Epoch 1644 | loss: 0.031124 | val_loss: 0.0311482 | Time: 15875.9 ms [2021-11-16 15:23:22 main:574] : INFO : Epoch 1645 | loss: 0.0311224 | val_loss: 0.0311481 | Time: 16655.1 ms [2021-11-16 15:23:41 main:574] : INFO : Epoch 1646 | loss: 0.0311209 | val_loss: 0.0311483 | Time: 19017.4 ms [2021-11-16 15:23:57 main:574] : INFO : Epoch 1647 | loss: 0.0311212 | val_loss: 0.0311463 | Time: 15962.2 ms [2021-11-16 15:24:13 main:574] : INFO : Epoch 1648 | loss: 0.0311306 | val_loss: 0.0311483 | Time: 15693.9 ms [2021-11-16 15:24:29 main:574] : INFO : Epoch 1649 | loss: 0.0311295 | val_loss: 0.0311446 | Time: 15590.7 ms [2021-11-16 15:24:44 main:574] : INFO : Epoch 1650 | loss: 0.0311289 | val_loss: 0.031143 | Time: 15495.8 ms [2021-11-16 15:25:00 main:574] : INFO : Epoch 1651 | loss: 0.0311212 | val_loss: 0.0311452 | Time: 15859 ms [2021-11-16 15:25:16 main:574] : INFO : Epoch 1652 | loss: 0.0311214 | val_loss: 0.0311502 | Time: 15907.3 ms [2021-11-16 15:25:32 main:574] : INFO : Epoch 1653 | loss: 0.0311265 | val_loss: 0.0311478 | Time: 15894.7 ms [2021-11-16 15:25:49 main:574] : INFO : Epoch 1654 | loss: 0.0311231 | val_loss: 0.0311477 | Time: 16261.8 ms [2021-11-16 15:26:04 main:574] : INFO : Epoch 1655 | loss: 0.0311251 | val_loss: 0.0311478 | Time: 15638.4 ms [2021-11-16 15:26:23 main:574] : INFO : Epoch 1656 | loss: 0.0311223 | val_loss: 0.0311452 | Time: 18560.8 ms [2021-11-16 15:26:41 main:574] : INFO : Epoch 1657 | loss: 0.0311232 | val_loss: 0.0311526 | Time: 17574.6 ms [2021-11-16 15:26:56 main:574] : INFO : Epoch 1658 | loss: 0.0311225 | val_loss: 0.0311508 | Time: 15606.7 ms [2021-11-16 15:27:12 main:574] : INFO : Epoch 1659 | loss: 0.031121 | val_loss: 0.0311486 | Time: 15783.2 ms [2021-11-16 15:27:28 main:574] : INFO : Epoch 1660 | loss: 0.0311214 | val_loss: 0.0311511 | Time: 15432.9 ms [2021-11-16 15:27:44 main:574] : INFO : Epoch 1661 | loss: 0.0311201 | val_loss: 0.0311487 | Time: 15780.2 ms [2021-11-16 15:28:00 main:574] : INFO : Epoch 1662 | loss: 0.0311181 | val_loss: 0.03115 | Time: 16215.1 ms [2021-11-16 15:28:16 main:574] : INFO : Epoch 1663 | loss: 0.0311166 | val_loss: 0.031151 | Time: 15973.3 ms [2021-11-16 15:28:32 main:574] : INFO : Epoch 1664 | loss: 0.0311172 | val_loss: 0.0311468 | Time: 15823.1 ms [2021-11-16 15:28:48 main:574] : INFO : Epoch 1665 | loss: 0.0311168 | val_loss: 0.0311538 | Time: 16418.3 ms [2021-11-16 15:29:06 main:574] : INFO : Epoch 1666 | loss: 0.0311158 | val_loss: 0.0311533 | Time: 17026.9 ms [2021-11-16 15:29:25 main:574] : INFO : Epoch 1667 | loss: 0.0311159 | val_loss: 0.0311507 | Time: 19098.4 ms [2021-11-16 15:29:41 main:574] : INFO : Epoch 1668 | loss: 0.0311172 | val_loss: 0.0311515 | Time: 15967.4 ms [2021-11-16 15:29:56 main:574] : INFO : Epoch 1669 | loss: 0.0311146 | val_loss: 0.031153 | Time: 15664.6 ms [2021-11-16 15:30:12 main:574] : INFO : Epoch 1670 | loss: 0.0311164 | val_loss: 0.0311527 | Time: 15670.4 ms [2021-11-16 15:30:28 main:574] : INFO : Epoch 1671 | loss: 0.0311167 | val_loss: 0.0311536 | Time: 16021 ms [2021-11-16 15:30:44 main:574] : INFO : Epoch 1672 | loss: 0.0311166 | val_loss: 0.031151 | Time: 15884.8 ms [2021-11-16 15:31:01 main:574] : INFO : Epoch 1673 | loss: 0.0311142 | val_loss: 0.0311524 | Time: 16062.8 ms [2021-11-16 15:31:17 main:574] : INFO : Epoch 1674 | loss: 0.0311127 | val_loss: 0.0311525 | Time: 16514.1 ms [2021-11-16 15:31:33 main:574] : INFO : Epoch 1675 | loss: 0.0311136 | val_loss: 0.0311531 | Time: 15896.4 ms [2021-11-16 15:31:49 main:574] : INFO : Epoch 1676 | loss: 0.0311143 | val_loss: 0.0311434 | Time: 15926.7 ms [2021-11-16 15:32:08 main:574] : INFO : Epoch 1677 | loss: 0.031115 | val_loss: 0.0311409 | Time: 18883.3 ms [2021-11-16 15:32:25 main:574] : INFO : Epoch 1678 | loss: 0.0311168 | val_loss: 0.0311443 | Time: 16616.8 ms [2021-11-16 15:32:41 main:574] : INFO : Epoch 1679 | loss: 0.0311226 | val_loss: 0.0311415 | Time: 15912.1 ms [2021-11-16 15:32:56 main:574] : INFO : Epoch 1680 | loss: 0.0311204 | val_loss: 0.0311487 | Time: 15462.9 ms [2021-11-16 15:33:12 main:574] : INFO : Epoch 1681 | loss: 0.0311222 | val_loss: 0.0311491 | Time: 15528.6 ms [2021-11-16 15:33:28 main:574] : INFO : Epoch 1682 | loss: 0.031126 | val_loss: 0.0311482 | Time: 15627.3 ms [2021-11-16 15:33:44 main:574] : INFO : Epoch 1683 | loss: 0.0311225 | val_loss: 0.0311463 | Time: 16081.5 ms [2021-11-16 15:34:00 main:574] : INFO : Epoch 1684 | loss: 0.0311221 | val_loss: 0.0311509 | Time: 16128.6 ms [2021-11-16 15:34:16 main:574] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311457 | Time: 16229.3 ms [2021-11-16 15:34:33 main:574] : INFO : Epoch 1686 | loss: 0.0311218 | val_loss: 0.0311474 | Time: 16216.1 ms [2021-11-16 15:34:50 main:574] : INFO : Epoch 1687 | loss: 0.0311188 | val_loss: 0.0311466 | Time: 17146 ms [2021-11-16 15:35:09 main:574] : INFO : Epoch 1688 | loss: 0.0311185 | val_loss: 0.0311467 | Time: 19214.4 ms [2021-11-16 15:35:25 main:574] : INFO : Epoch 1689 | loss: 0.0311174 | val_loss: 0.0311484 | Time: 15498.7 ms [2021-11-16 15:35:40 main:574] : INFO : Epoch 1690 | loss: 0.0311157 | val_loss: 0.0311498 | Time: 15412.3 ms [2021-11-16 15:35:56 main:574] : INFO : Epoch 1691 | loss: 0.0311278 | val_loss: 0.0311524 | Time: 15885.2 ms [2021-11-16 15:36:12 main:574] : INFO : Epoch 1692 | loss: 0.0311256 | val_loss: 0.0311493 | Time: 15913.8 ms [2021-11-16 15:36:28 main:574] : INFO : Epoch 1693 | loss: 0.0311217 | val_loss: 0.0311518 | Time: 16024.4 ms [2021-11-16 15:36:44 main:574] : INFO : Epoch 1694 | loss: 0.0311203 | val_loss: 0.0311505 | Time: 16022.6 ms [2021-11-16 15:37:01 main:574] : INFO : Epoch 1695 | loss: 0.0311176 | val_loss: 0.0311462 | Time: 16117.8 ms [2021-11-16 15:37:17 main:574] : INFO : Epoch 1696 | loss: 0.0311172 | val_loss: 0.0311518 | Time: 16124.1 ms [2021-11-16 15:37:33 main:574] : INFO : Epoch 1697 | loss: 0.0311192 | val_loss: 0.0311512 | Time: 16035.5 ms [2021-11-16 15:37:52 main:574] : INFO : Epoch 1698 | loss: 0.0311216 | val_loss: 0.0311523 | Time: 18688.4 ms [2021-11-16 15:38:11 main:574] : INFO : Epoch 1699 | loss: 0.0311254 | val_loss: 0.0311492 | Time: 18955.3 ms [2021-11-16 15:38:30 main:574] : INFO : Epoch 1700 | loss: 0.0311322 | val_loss: 0.0311465 | Time: 18914.5 ms [2021-11-16 15:38:47 main:574] : INFO : Epoch 1701 | loss: 0.0311287 | val_loss: 0.0311483 | Time: 17592.7 ms [2021-11-16 15:39:06 main:574] : INFO : Epoch 1702 | loss: 0.0311311 | val_loss: 0.0311538 | Time: 18719.1 ms [2021-11-16 15:39:22 main:574] : INFO : Epoch 1703 | loss: 0.0311278 | val_loss: 0.031158 | Time: 15739.1 ms [2021-11-16 15:39:38 main:574] : INFO : Epoch 1704 | loss: 0.0311255 | val_loss: 0.031157 | Time: 15636 ms [2021-11-16 15:39:53 main:574] : INFO : Epoch 1705 | loss: 0.031137 | val_loss: 0.0311556 | Time: 15456.2 ms [2021-11-16 15:40:09 main:574] : INFO : Epoch 1706 | loss: 0.0311339 | val_loss: 0.0311513 | Time: 15164.8 ms [2021-11-16 15:40:24 main:574] : INFO : Epoch 1707 | loss: 0.0311368 | val_loss: 0.0311525 | Time: 14992.1 ms [2021-11-16 15:40:39 main:574] : INFO : Epoch 1708 | loss: 0.031135 | val_loss: 0.0311508 | Time: 15230.3 ms [2021-11-16 15:40:54 main:574] : INFO : Epoch 1709 | loss: 0.031134 | val_loss: 0.0311536 | Time: 15141.8 ms [2021-11-16 15:41:10 main:574] : INFO : Epoch 1710 | loss: 0.0311319 | val_loss: 0.0311648 | Time: 15256.8 ms [2021-11-16 15:41:25 main:574] : INFO : Epoch 1711 | loss: 0.031131 | val_loss: 0.0311521 | Time: 15118.9 ms [2021-11-16 15:41:40 main:574] : INFO : Epoch 1712 | loss: 0.0311323 | val_loss: 0.0311641 | Time: 15201.9 ms [2021-11-16 15:41:55 main:574] : INFO : Epoch 1713 | loss: 0.0311355 | val_loss: 0.0311541 | Time: 15130.1 ms [2021-11-16 15:42:11 main:574] : INFO : Epoch 1714 | loss: 0.0311352 | val_loss: 0.0311523 | Time: 15562.4 ms [2021-11-16 15:42:26 main:574] : INFO : Epoch 1715 | loss: 0.0311441 | val_loss: 0.0311535 | Time: 15230.3 ms [2021-11-16 15:42:42 main:574] : INFO : Epoch 1716 | loss: 0.0311525 | val_loss: 0.0311651 | Time: 15649 ms [2021-11-16 15:43:00 main:574] : INFO : Epoch 1717 | loss: 0.0311508 | val_loss: 0.0311607 | Time: 18087.9 ms [2021-11-16 15:43:17 main:574] : INFO : Epoch 1718 | loss: 0.0311434 | val_loss: 0.0311581 | Time: 16627.3 ms [2021-11-16 15:43:33 main:574] : INFO : Epoch 1719 | loss: 0.0311417 | val_loss: 0.0311606 | Time: 16563.3 ms [2021-11-16 15:43:49 main:574] : INFO : Epoch 1720 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 15152 ms [2021-11-16 15:44:04 main:574] : INFO : Epoch 1721 | loss: 0.0311377 | val_loss: 0.0311515 | Time: 15002.9 ms [2021-11-16 15:44:19 main:574] : INFO : Epoch 1722 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 15482.7 ms [2021-11-16 15:44:34 main:574] : INFO : Epoch 1723 | loss: 0.0311361 | val_loss: 0.0311484 | Time: 14759 ms [2021-11-16 15:44:50 main:574] : INFO : Epoch 1724 | loss: 0.0311392 | val_loss: 0.0311552 | Time: 15440.3 ms [2021-11-16 15:45:05 main:574] : INFO : Epoch 1725 | loss: 0.0311367 | val_loss: 0.0311598 | Time: 14962.3 ms [2021-11-16 15:45:20 main:574] : INFO : Epoch 1726 | loss: 0.0311389 | val_loss: 0.031154 | Time: 15360.8 ms [2021-11-16 15:45:35 main:574] : INFO : Epoch 1727 | loss: 0.0311368 | val_loss: 0.031151 | Time: 15242.1 ms [2021-11-16 15:45:51 main:574] : INFO : Epoch 1728 | loss: 0.031133 | val_loss: 0.0311565 | Time: 15063.4 ms [2021-11-16 15:46:06 main:574] : INFO : Epoch 1729 | loss: 0.0311313 | val_loss: 0.0311548 | Time: 15211.5 ms [2021-11-16 15:46:22 main:574] : INFO : Epoch 1730 | loss: 0.0311307 | val_loss: 0.0311592 | Time: 15592.1 ms [2021-11-16 15:46:37 main:574] : INFO : Epoch 1731 | loss: 0.0311306 | val_loss: 0.0311517 | Time: 15437.2 ms [2021-11-16 15:46:52 main:574] : INFO : Epoch 1732 | loss: 0.031132 | val_loss: 0.031156 | Time: 15203.7 ms [2021-11-16 15:47:08 main:574] : INFO : Epoch 1733 | loss: 0.0311306 | val_loss: 0.031154 | Time: 15263.5 ms [2021-11-16 15:47:23 main:574] : INFO : Epoch 1734 | loss: 0.0311308 | val_loss: 0.031154 | Time: 15563.3 ms [2021-11-16 15:47:39 main:574] : INFO : Epoch 1735 | loss: 0.0311308 | val_loss: 0.0311539 | Time: 15096.4 ms [2021-11-16 15:47:54 main:574] : INFO : Epoch 1736 | loss: 0.0311299 | val_loss: 0.0311584 | Time: 15333.7 ms [2021-11-16 15:48:10 main:574] : INFO : Epoch 1737 | loss: 0.0311295 | val_loss: 0.0311543 | Time: 15501.1 ms [2021-11-16 15:48:25 main:574] : INFO : Epoch 1738 | loss: 0.0311318 | val_loss: 0.031155 | Time: 15246.4 ms [2021-11-16 15:48:40 main:574] : INFO : Epoch 1739 | loss: 0.0311293 | val_loss: 0.0311549 | Time: 15197.4 ms [2021-11-16 15:48:55 main:574] : INFO : Epoch 1740 | loss: 0.0311265 | val_loss: 0.0311589 | Time: 15031.4 ms [2021-11-16 15:49:11 main:574] : INFO : Epoch 1741 | loss: 0.0311254 | val_loss: 0.0311583 | Time: 15233.9 ms [2021-11-16 15:49:26 main:574] : INFO : Epoch 1742 | loss: 0.0311248 | val_loss: 0.0311581 | Time: 15271.3 ms [2021-11-16 15:49:41 main:574] : INFO : Epoch 1743 | loss: 0.0311229 | val_loss: 0.0311601 | Time: 15098.9 ms [2021-11-16 15:49:56 main:574] : INFO : Epoch 1744 | loss: 0.0311228 | val_loss: 0.0311595 | Time: 15073.1 ms [2021-11-16 15:50:12 main:574] : INFO : Epoch 1745 | loss: 0.0311219 | val_loss: 0.0311545 | Time: 15741.3 ms [2021-11-16 15:50:27 main:574] : INFO : Epoch 1746 | loss: 0.0311226 | val_loss: 0.0311582 | Time: 15033.3 ms [2021-11-16 15:50:43 main:574] : INFO : Epoch 1747 | loss: 0.0311255 | val_loss: 0.0311585 | Time: 15333.5 ms [2021-11-16 15:50:58 main:574] : INFO : Epoch 1748 | loss: 0.0311234 | val_loss: 0.0311523 | Time: 14959.9 ms [2021-11-16 15:51:13 main:574] : INFO : Epoch 1749 | loss: 0.031124 | val_loss: 0.0311595 | Time: 15370.5 ms [2021-11-16 15:51:28 main:574] : INFO : Epoch 1750 | loss: 0.0311214 | val_loss: 0.0311578 | Time: 14901.1 ms [2021-11-16 15:51:43 main:574] : INFO : Epoch 1751 | loss: 0.0311203 | val_loss: 0.0311578 | Time: 15119.8 ms [2021-11-16 15:51:58 main:574] : INFO : Epoch 1752 | loss: 0.0311219 | val_loss: 0.0311572 | Time: 14854.7 ms [2021-11-16 15:52:14 main:574] : INFO : Epoch 1753 | loss: 0.0311199 | val_loss: 0.0311555 | Time: 15186.4 ms [2021-11-16 15:52:29 main:574] : INFO : Epoch 1754 | loss: 0.0311201 | val_loss: 0.0311557 | Time: 15247.5 ms [2021-11-16 15:52:44 main:574] : INFO : Epoch 1755 | loss: 0.0311197 | val_loss: 0.031156 | Time: 15249.5 ms [2021-11-16 15:52:59 main:574] : INFO : Epoch 1756 | loss: 0.0311199 | val_loss: 0.0311546 | Time: 15018.1 ms [2021-11-16 15:53:14 main:574] : INFO : Epoch 1757 | loss: 0.0311216 | val_loss: 0.031158 | Time: 15014 ms [2021-11-16 15:53:29 main:574] : INFO : Epoch 1758 | loss: 0.0311243 | val_loss: 0.0311553 | Time: 14984.9 ms [2021-11-16 15:53:45 main:574] : INFO : Epoch 1759 | loss: 0.0311264 | val_loss: 0.0311569 | Time: 15162.2 ms [2021-11-16 15:54:00 main:574] : INFO : Epoch 1760 | loss: 0.0311247 | val_loss: 0.0311582 | Time: 14942.6 ms [2021-11-16 15:54:15 main:574] : INFO : Epoch 1761 | loss: 0.0311246 | val_loss: 0.031154 | Time: 15110.5 ms [2021-11-16 15:54:30 main:574] : INFO : Epoch 1762 | loss: 0.0311245 | val_loss: 0.0311568 | Time: 15320.3 ms [2021-11-16 15:54:45 main:574] : INFO : Epoch 1763 | loss: 0.0311235 | val_loss: 0.0311596 | Time: 15017.1 ms [2021-11-16 15:55:01 main:574] : INFO : Epoch 1764 | loss: 0.0311251 | val_loss: 0.0311544 | Time: 15112 ms [2021-11-16 15:55:16 main:574] : INFO : Epoch 1765 | loss: 0.0311216 | val_loss: 0.0311535 | Time: 14860.5 ms [2021-11-16 15:55:31 main:574] : INFO : Epoch 1766 | loss: 0.031127 | val_loss: 0.0311589 | Time: 15141.8 ms [2021-11-16 15:55:46 main:574] : INFO : Epoch 1767 | loss: 0.0311274 | val_loss: 0.0311556 | Time: 14837.5 ms [2021-11-16 15:56:01 main:574] : INFO : Epoch 1768 | loss: 0.0311226 | val_loss: 0.0311549 | Time: 15222.4 ms [2021-11-16 15:56:16 main:574] : INFO : Epoch 1769 | loss: 0.0311201 | val_loss: 0.0311544 | Time: 15148.3 ms [2021-11-16 15:56:32 main:574] : INFO : Epoch 1770 | loss: 0.0311189 | val_loss: 0.0311534 | Time: 15260.6 ms [2021-11-16 15:56:47 main:574] : INFO : Epoch 1771 | loss: 0.0311161 | val_loss: 0.0311536 | Time: 14991.8 ms [2021-11-16 15:57:02 main:574] : INFO : Epoch 1772 | loss: 0.0311153 | val_loss: 0.0311546 | Time: 15247.5 ms [2021-11-16 15:57:17 main:574] : INFO : Epoch 1773 | loss: 0.0311139 | val_loss: 0.0311537 | Time: 15333 ms [2021-11-16 15:57:33 main:574] : INFO : Epoch 1774 | loss: 0.0311161 | val_loss: 0.0311536 | Time: 15156.4 ms [2021-11-16 15:57:48 main:574] : INFO : Epoch 1775 | loss: 0.0311149 | val_loss: 0.0311516 | Time: 15186.6 ms [2021-11-16 15:58:03 main:574] : INFO : Epoch 1776 | loss: 0.0311166 | val_loss: 0.031153 | Time: 15156.6 ms [2021-11-16 15:58:19 main:574] : INFO : Epoch 1777 | loss: 0.0311164 | val_loss: 0.0311541 | Time: 15275.6 ms [2021-11-16 15:58:34 main:574] : INFO : Epoch 1778 | loss: 0.0311174 | val_loss: 0.031151 | Time: 15264 ms [2021-11-16 15:58:49 main:574] : INFO : Epoch 1779 | loss: 0.0311195 | val_loss: 0.0311534 | Time: 15198.8 ms [2021-11-16 15:59:04 main:574] : INFO : Epoch 1780 | loss: 0.031119 | val_loss: 0.0311522 | Time: 15181.3 ms [2021-11-16 15:59:20 main:574] : INFO : Epoch 1781 | loss: 0.0311144 | val_loss: 0.0311504 | Time: 14999 ms [2021-11-16 15:59:35 main:574] : INFO : Epoch 1782 | loss: 0.0311137 | val_loss: 0.031152 | Time: 15267.3 ms [2021-11-16 15:59:51 main:574] : INFO : Epoch 1783 | loss: 0.0311136 | val_loss: 0.0311499 | Time: 15859.5 ms [2021-11-16 16:00:06 main:574] : INFO : Epoch 1784 | loss: 0.0311129 | val_loss: 0.031149 | Time: 15119.2 ms [2021-11-16 16:00:21 main:574] : INFO : Epoch 1785 | loss: 0.0311149 | val_loss: 0.0311513 | Time: 15123.7 ms [2021-11-16 16:00:36 main:574] : INFO : Epoch 1786 | loss: 0.0311136 | val_loss: 0.0311527 | Time: 14916.1 ms [2021-11-16 16:00:53 main:574] : INFO : Epoch 1787 | loss: 0.0311137 | val_loss: 0.031155 | Time: 16366.9 ms [2021-11-16 16:01:10 main:574] : INFO : Epoch 1788 | loss: 0.0311211 | val_loss: 0.0311519 | Time: 16929 ms [2021-11-16 16:01:27 main:574] : INFO : Epoch 1789 | loss: 0.0311252 | val_loss: 0.0311499 | Time: 17522.8 ms [2021-11-16 16:01:46 main:574] : INFO : Epoch 1790 | loss: 0.0311205 | val_loss: 0.0311491 | Time: 17954.4 ms [2021-11-16 16:02:04 main:574] : INFO : Epoch 1791 | loss: 0.0311231 | val_loss: 0.0311483 | Time: 18602.8 ms [2021-11-16 16:02:23 main:574] : INFO : Epoch 1792 | loss: 0.0311268 | val_loss: 0.0311453 | Time: 18322.7 ms [2021-11-16 16:02:41 main:574] : INFO : Epoch 1793 | loss: 0.0311228 | val_loss: 0.0311469 | Time: 18417.4 ms [2021-11-16 16:03:00 main:574] : INFO : Epoch 1794 | loss: 0.0311206 | val_loss: 0.0311476 | Time: 18461.6 ms [2021-11-16 16:03:18 main:574] : INFO : Epoch 1795 | loss: 0.0311189 | val_loss: 0.0311477 | Time: 17719.5 ms [2021-11-16 16:03:36 main:574] : INFO : Epoch 1796 | loss: 0.0311181 | val_loss: 0.0311465 | Time: 18547.9 ms [2021-11-16 16:03:54 main:574] : INFO : Epoch 1797 | loss: 0.0311165 | val_loss: 0.0311464 | Time: 18047.4 ms [2021-11-16 16:04:13 main:574] : INFO : Epoch 1798 | loss: 0.0311162 | val_loss: 0.0311497 | Time: 18367.3 ms [2021-11-16 16:04:32 main:574] : INFO : Epoch 1799 | loss: 0.0311149 | val_loss: 0.0311493 | Time: 19157.4 ms [2021-11-16 16:04:51 main:574] : INFO : Epoch 1800 | loss: 0.0311157 | val_loss: 0.03115 | Time: 18647.8 ms [2021-11-16 16:05:11 main:574] : INFO : Epoch 1801 | loss: 0.0311145 | val_loss: 0.0311503 | Time: 19842.4 ms [2021-11-16 16:05:30 main:574] : INFO : Epoch 1802 | loss: 0.0311165 | val_loss: 0.0311511 | Time: 18544.4 ms [2021-11-16 16:05:48 main:574] : INFO : Epoch 1803 | loss: 0.0311167 | val_loss: 0.0311524 | Time: 18411.4 ms [2021-11-16 16:06:06 main:574] : INFO : Epoch 1804 | loss: 0.0311135 | val_loss: 0.0311487 | Time: 17876.8 ms [2021-11-16 16:06:25 main:574] : INFO : Epoch 1805 | loss: 0.0311148 | val_loss: 0.0311479 | Time: 18650.8 ms [2021-11-16 16:06:44 main:574] : INFO : Epoch 1806 | loss: 0.031113 | val_loss: 0.0311467 | Time: 18761.7 ms [2021-11-16 16:07:02 main:574] : INFO : Epoch 1807 | loss: 0.0311126 | val_loss: 0.0311493 | Time: 18466.7 ms [2021-11-16 16:07:21 main:574] : INFO : Epoch 1808 | loss: 0.0311189 | val_loss: 0.0311491 | Time: 18923.3 ms [2021-11-16 16:07:40 main:574] : INFO : Epoch 1809 | loss: 0.0311141 | val_loss: 0.0311519 | Time: 18205.1 ms [2021-11-16 16:07:58 main:574] : INFO : Epoch 1810 | loss: 0.0311114 | val_loss: 0.0311532 | Time: 17980.4 ms [2021-11-16 16:08:16 main:574] : INFO : Epoch 1811 | loss: 0.0311116 | val_loss: 0.0311488 | Time: 18548.9 ms [2021-11-16 16:08:36 main:574] : INFO : Epoch 1812 | loss: 0.0311134 | val_loss: 0.0311503 | Time: 19286.7 ms [2021-11-16 16:08:54 main:574] : INFO : Epoch 1813 | loss: 0.0311114 | val_loss: 0.0311506 | Time: 18670.2 ms [2021-11-16 16:09:14 main:574] : INFO : Epoch 1814 | loss: 0.031114 | val_loss: 0.0311535 | Time: 19293.4 ms [2021-11-16 16:09:33 main:574] : INFO : Epoch 1815 | loss: 0.0311151 | val_loss: 0.0311582 | Time: 18625.4 ms [2021-11-16 16:09:51 main:574] : INFO : Epoch 1816 | loss: 0.0317785 | val_loss: 0.0351882 | Time: 18738.6 ms [2021-11-16 16:10:10 main:574] : INFO : Epoch 1817 | loss: 0.034482 | val_loss: 0.0383405 | Time: 18813.9 ms [2021-11-16 16:10:30 main:574] : INFO : Epoch 1818 | loss: 0.0327356 | val_loss: 0.0323802 | Time: 19150.3 ms [2021-11-16 16:10:48 main:574] : INFO : Epoch 1819 | loss: 0.0314786 | val_loss: 0.0313298 | Time: 18385.2 ms [2021-11-16 16:11:07 main:574] : INFO : Epoch 1820 | loss: 0.0312747 | val_loss: 0.0312631 | Time: 18544.7 ms [2021-11-16 16:11:26 main:574] : INFO : Epoch 1821 | loss: 0.0312532 | val_loss: 0.0312486 | Time: 19314 ms [2021-11-16 16:11:46 main:574] : INFO : Epoch 1822 | loss: 0.0312473 | val_loss: 0.0312443 | Time: 19439.9 ms [2021-11-16 16:12:05 main:574] : INFO : Epoch 1823 | loss: 0.0312443 | val_loss: 0.0312424 | Time: 18923.7 ms [2021-11-16 16:12:22 main:574] : INFO : Epoch 1824 | loss: 0.0312414 | val_loss: 0.0312388 | Time: 17386 ms [2021-11-16 16:12:41 main:574] : INFO : Epoch 1825 | loss: 0.0312388 | val_loss: 0.0312348 | Time: 18766.4 ms [2021-11-16 16:13:00 main:574] : INFO : Epoch 1826 | loss: 0.031234 | val_loss: 0.0312282 | Time: 19345.5 ms [2021-11-16 16:13:20 main:574] : INFO : Epoch 1827 | loss: 0.0312295 | val_loss: 0.0312236 | Time: 19199.3 ms [2021-11-16 16:13:38 main:574] : INFO : Epoch 1828 | loss: 0.0312273 | val_loss: 0.031226 | Time: 18242 ms [2021-11-16 16:13:57 main:574] : INFO : Epoch 1829 | loss: 0.0312262 | val_loss: 0.0312163 | Time: 18629.6 ms [2021-11-16 16:14:16 main:574] : INFO : Epoch 1830 | loss: 0.031223 | val_loss: 0.0312215 | Time: 18898.9 ms [2021-11-16 16:14:34 main:574] : INFO : Epoch 1831 | loss: 0.0312221 | val_loss: 0.0312171 | Time: 18193.4 ms [2021-11-16 16:14:54 main:574] : INFO : Epoch 1832 | loss: 0.0312221 | val_loss: 0.0312226 | Time: 19443.7 ms [2021-11-16 16:15:13 main:574] : INFO : Epoch 1833 | loss: 0.0312194 | val_loss: 0.0312142 | Time: 18922 ms [2021-11-16 16:15:31 main:574] : INFO : Epoch 1834 | loss: 0.0312173 | val_loss: 0.0312143 | Time: 18681.4 ms [2021-11-16 16:15:50 main:574] : INFO : Epoch 1835 | loss: 0.0312175 | val_loss: 0.0312125 | Time: 18873.7 ms [2021-11-16 16:16:09 main:574] : INFO : Epoch 1836 | loss: 0.0312088 | val_loss: 0.0312011 | Time: 18684.1 ms [2021-11-16 16:16:28 main:574] : INFO : Epoch 1837 | loss: 0.031204 | val_loss: 0.0311997 | Time: 18518.9 ms [2021-11-16 16:16:46 main:574] : INFO : Epoch 1838 | loss: 0.0312035 | val_loss: 0.0312012 | Time: 18301.4 ms [2021-11-16 16:17:05 main:574] : INFO : Epoch 1839 | loss: 0.0312037 | val_loss: 0.0312002 | Time: 19022.3 ms [2021-11-16 16:17:24 main:574] : INFO : Epoch 1840 | loss: 0.0312034 | val_loss: 0.0312006 | Time: 18601.7 ms [2021-11-16 16:17:43 main:574] : INFO : Epoch 1841 | loss: 0.0312048 | val_loss: 0.0312009 | Time: 19292.3 ms [2021-11-16 16:18:04 main:574] : INFO : Epoch 1842 | loss: 0.031205 | val_loss: 0.0312028 | Time: 20647.7 ms [2021-11-16 16:18:24 main:574] : INFO : Epoch 1843 | loss: 0.0312046 | val_loss: 0.0312063 | Time: 19858.7 ms [2021-11-16 16:18:42 main:574] : INFO : Epoch 1844 | loss: 0.0312051 | val_loss: 0.0312031 | Time: 18042.4 ms [2021-11-16 16:19:01 main:574] : INFO : Epoch 1845 | loss: 0.031206 | val_loss: 0.0312016 | Time: 19009 ms [2021-11-16 16:19:20 main:574] : INFO : Epoch 1846 | loss: 0.031205 | val_loss: 0.0311991 | Time: 18901 ms [2021-11-16 16:19:39 main:574] : INFO : Epoch 1847 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 18444 ms [2021-11-16 16:19:58 main:574] : INFO : Epoch 1848 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 19533.9 ms [2021-11-16 16:20:18 main:574] : INFO : Epoch 1849 | loss: 0.0312024 | val_loss: 0.0311983 | Time: 19128.1 ms [2021-11-16 16:20:37 main:574] : INFO : Epoch 1850 | loss: 0.0312041 | val_loss: 0.0311992 | Time: 19289.9 ms [2021-11-16 16:20:56 main:574] : INFO : Epoch 1851 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 18650.4 ms [2021-11-16 16:21:14 main:574] : INFO : Epoch 1852 | loss: 0.0312007 | val_loss: 0.0311984 | Time: 18559.6 ms [2021-11-16 16:21:33 main:574] : INFO : Epoch 1853 | loss: 0.0312017 | val_loss: 0.0311985 | Time: 18932.2 ms [2021-11-16 16:21:52 main:574] : INFO : Epoch 1854 | loss: 0.0312014 | val_loss: 0.0311987 | Time: 18658.9 ms [2021-11-16 16:22:11 main:574] : INFO : Epoch 1855 | loss: 0.0312033 | val_loss: 0.0312003 | Time: 18957.9 ms [2021-11-16 16:22:30 main:574] : INFO : Epoch 1856 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 18655.7 ms [2021-11-16 16:22:48 main:574] : INFO : Epoch 1857 | loss: 0.0312003 | val_loss: 0.0311999 | Time: 18289.5 ms [2021-11-16 16:23:06 main:574] : INFO : Epoch 1858 | loss: 0.0312 | val_loss: 0.0311984 | Time: 17732.3 ms [2021-11-16 16:23:24 main:574] : INFO : Epoch 1859 | loss: 0.0312007 | val_loss: 0.0312004 | Time: 17935.3 ms [2021-11-16 16:23:44 main:574] : INFO : Epoch 1860 | loss: 0.0312028 | val_loss: 0.031214 | Time: 19165.2 ms [2021-11-16 16:24:03 main:574] : INFO : Epoch 1861 | loss: 0.0312067 | val_loss: 0.0312078 | Time: 18989.5 ms [2021-11-16 16:24:21 main:574] : INFO : Epoch 1862 | loss: 0.0312033 | val_loss: 0.0311998 | Time: 18458.6 ms [2021-11-16 16:24:39 main:574] : INFO : Epoch 1863 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 17909.4 ms [2021-11-16 16:24:57 main:574] : INFO : Epoch 1864 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 17753.2 ms [2021-11-16 16:25:15 main:574] : INFO : Epoch 1865 | loss: 0.0312007 | val_loss: 0.0312032 | Time: 18075.5 ms [2021-11-16 16:25:35 main:574] : INFO : Epoch 1866 | loss: 0.0311996 | val_loss: 0.0311999 | Time: 19003.6 ms [2021-11-16 16:25:54 main:574] : INFO : Epoch 1867 | loss: 0.0312003 | val_loss: 0.0312062 | Time: 18731.2 ms [2021-11-16 16:26:12 main:574] : INFO : Epoch 1868 | loss: 0.0312023 | val_loss: 0.031198 | Time: 18088.9 ms [2021-11-16 16:26:31 main:574] : INFO : Epoch 1869 | loss: 0.0312003 | val_loss: 0.0311985 | Time: 18774.2 ms [2021-11-16 16:26:49 main:574] : INFO : Epoch 1870 | loss: 0.0312008 | val_loss: 0.0311987 | Time: 18379.6 ms [2021-11-16 16:27:08 main:574] : INFO : Epoch 1871 | loss: 0.0311989 | val_loss: 0.0312007 | Time: 18485.8 ms [2021-11-16 16:27:26 main:574] : INFO : Epoch 1872 | loss: 0.0311989 | val_loss: 0.0311992 | Time: 18396 ms [2021-11-16 16:27:44 main:574] : INFO : Epoch 1873 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 17903.1 ms [2021-11-16 16:28:03 main:574] : INFO : Epoch 1874 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 18702.3 ms [2021-11-16 16:28:22 main:574] : INFO : Epoch 1875 | loss: 0.0312033 | val_loss: 0.0311988 | Time: 19328.9 ms [2021-11-16 16:28:41 main:574] : INFO : Epoch 1876 | loss: 0.0311995 | val_loss: 0.0311995 | Time: 18779.6 ms [2021-11-16 16:28:58 main:574] : INFO : Epoch 1877 | loss: 0.0311995 | val_loss: 0.031199 | Time: 17045.6 ms [2021-11-16 16:29:17 main:574] : INFO : Epoch 1878 | loss: 0.0311987 | val_loss: 0.0311995 | Time: 18932.7 ms [2021-11-16 16:29:35 main:574] : INFO : Epoch 1879 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 17884.3 ms [2021-11-16 16:29:54 main:574] : INFO : Epoch 1880 | loss: 0.0311991 | val_loss: 0.0311999 | Time: 19027.9 ms [2021-11-16 16:30:14 main:574] : INFO : Epoch 1881 | loss: 0.0311986 | val_loss: 0.0311979 | Time: 19175.8 ms [2021-11-16 16:30:33 main:574] : INFO : Epoch 1882 | loss: 0.0312002 | val_loss: 0.031203 | Time: 19270.2 ms [2021-11-16 16:30:51 main:574] : INFO : Epoch 1883 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 17930.4 ms [2021-11-16 16:31:09 main:574] : INFO : Epoch 1884 | loss: 0.031199 | val_loss: 0.0311999 | Time: 18178.7 ms [2021-11-16 16:31:28 main:574] : INFO : Epoch 1885 | loss: 0.0311989 | val_loss: 0.0311988 | Time: 18292.6 ms [2021-11-16 16:31:47 main:574] : INFO : Epoch 1886 | loss: 0.0311988 | val_loss: 0.0311986 | Time: 18530.7 ms [2021-11-16 16:32:06 main:574] : INFO : Epoch 1887 | loss: 0.0311996 | val_loss: 0.0311983 | Time: 19094.6 ms [2021-11-16 16:32:24 main:574] : INFO : Epoch 1888 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 17836.9 ms [2021-11-16 16:32:42 main:574] : INFO : Epoch 1889 | loss: 0.031198 | val_loss: 0.0311974 | Time: 18242.5 ms [2021-11-16 16:33:01 main:574] : INFO : Epoch 1890 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 18766.8 ms [2021-11-16 16:33:19 main:574] : INFO : Epoch 1891 | loss: 0.0312017 | val_loss: 0.0311992 | Time: 17789.2 ms [2021-11-16 16:33:39 main:574] : INFO : Epoch 1892 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 20331 ms [2021-11-16 16:34:01 main:574] : INFO : Epoch 1893 | loss: 0.0311997 | val_loss: 0.0311983 | Time: 21271.6 ms [2021-11-16 16:34:24 main:574] : INFO : Epoch 1894 | loss: 0.0312002 | val_loss: 0.0312006 | Time: 22771.9 ms [2021-11-16 16:34:48 main:574] : INFO : Epoch 1895 | loss: 0.0311999 | val_loss: 0.0311979 | Time: 23941.7 ms [2021-11-16 16:35:07 main:574] : INFO : Epoch 1896 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 19033.8 ms [2021-11-16 16:35:25 main:574] : INFO : Epoch 1897 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 17696.9 ms [2021-11-16 16:35:43 main:574] : INFO : Epoch 1898 | loss: 0.0311984 | val_loss: 0.031199 | Time: 18010.9 ms [2021-11-16 16:36:01 main:574] : INFO : Epoch 1899 | loss: 0.0311991 | val_loss: 0.031199 | Time: 17675.7 ms [2021-11-16 16:36:18 main:574] : INFO : Epoch 1900 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 17833.4 ms [2021-11-16 16:36:37 main:574] : INFO : Epoch 1901 | loss: 0.0311998 | val_loss: 0.0312007 | Time: 18672.6 ms [2021-11-16 16:36:55 main:574] : INFO : Epoch 1902 | loss: 0.031201 | val_loss: 0.0311987 | Time: 18155.3 ms [2021-11-16 16:37:14 main:574] : INFO : Epoch 1903 | loss: 0.0311996 | val_loss: 0.031199 | Time: 18548.5 ms [2021-11-16 16:37:32 main:574] : INFO : Epoch 1904 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 18054.4 ms [2021-11-16 16:37:50 main:574] : INFO : Epoch 1905 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 17626.1 ms [2021-11-16 16:38:09 main:574] : INFO : Epoch 1906 | loss: 0.0311993 | val_loss: 0.0311992 | Time: 18356 ms [2021-11-16 16:38:27 main:574] : INFO : Epoch 1907 | loss: 0.0311983 | val_loss: 0.0311976 | Time: 17948.5 ms [2021-11-16 16:38:45 main:574] : INFO : Epoch 1908 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 18210.1 ms [2021-11-16 16:39:03 main:574] : INFO : Epoch 1909 | loss: 0.0312007 | val_loss: 0.0311978 | Time: 18316.6 ms [2021-11-16 16:39:22 main:574] : INFO : Epoch 1910 | loss: 0.0311987 | val_loss: 0.031198 | Time: 18541.1 ms [2021-11-16 16:39:40 main:574] : INFO : Epoch 1911 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 17722.1 ms [2021-11-16 16:39:58 main:574] : INFO : Epoch 1912 | loss: 0.0311995 | val_loss: 0.0311993 | Time: 18419.2 ms [2021-11-16 16:40:17 main:574] : INFO : Epoch 1913 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 18454.3 ms [2021-11-16 16:40:36 main:574] : INFO : Epoch 1914 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 18624.4 ms [2021-11-16 16:40:54 main:574] : INFO : Epoch 1915 | loss: 0.0311979 | val_loss: 0.0311989 | Time: 18445.1 ms [2021-11-16 16:41:12 main:574] : INFO : Epoch 1916 | loss: 0.031196 | val_loss: 0.0311985 | Time: 18143.1 ms [2021-11-16 16:41:28 main:574] : INFO : Epoch 1917 | loss: 0.0311957 | val_loss: 0.0311982 | Time: 15977.3 ms [2021-11-16 16:41:44 main:574] : INFO : Epoch 1918 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 15863.7 ms [2021-11-16 16:42:00 main:574] : INFO : Epoch 1919 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 15754.7 ms [2021-11-16 16:42:16 main:574] : INFO : Epoch 1920 | loss: 0.0311955 | val_loss: 0.0311989 | Time: 16190.2 ms [2021-11-16 16:42:33 main:574] : INFO : Epoch 1921 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 16288.5 ms [2021-11-16 16:42:50 main:574] : INFO : Epoch 1922 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 16865.4 ms [2021-11-16 16:43:10 main:574] : INFO : Epoch 1923 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 20550.1 ms [2021-11-16 16:43:28 main:574] : INFO : Epoch 1924 | loss: 0.0311992 | val_loss: 0.0311999 | Time: 17476.7 ms [2021-11-16 16:43:47 main:574] : INFO : Epoch 1925 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 18629.1 ms [2021-11-16 16:44:03 main:574] : INFO : Epoch 1926 | loss: 0.0311959 | val_loss: 0.0311978 | Time: 16357.2 ms [2021-11-16 16:44:20 main:574] : INFO : Epoch 1927 | loss: 0.0311955 | val_loss: 0.0311971 | Time: 16769.7 ms [2021-11-16 16:44:37 main:574] : INFO : Epoch 1928 | loss: 0.0311958 | val_loss: 0.0311958 | Time: 16418.6 ms [2021-11-16 16:44:54 main:574] : INFO : Epoch 1929 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 17725.9 ms [2021-11-16 16:45:11 main:574] : INFO : Epoch 1930 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 17007.1 ms [2021-11-16 16:45:27 main:574] : INFO : Epoch 1931 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 15802 ms [2021-11-16 16:45:44 main:574] : INFO : Epoch 1932 | loss: 0.0311957 | val_loss: 0.0311946 | Time: 16188.2 ms [2021-11-16 16:46:00 main:574] : INFO : Epoch 1933 | loss: 0.0311965 | val_loss: 0.0312006 | Time: 16282.8 ms [2021-11-16 16:46:16 main:574] : INFO : Epoch 1934 | loss: 0.031197 | val_loss: 0.031198 | Time: 16079.9 ms [2021-11-16 16:46:33 main:574] : INFO : Epoch 1935 | loss: 0.0311946 | val_loss: 0.0311967 | Time: 16660.5 ms [2021-11-16 16:46:51 main:574] : INFO : Epoch 1936 | loss: 0.0311945 | val_loss: 0.0311945 | Time: 18235.8 ms [2021-11-16 16:47:08 main:574] : INFO : Epoch 1937 | loss: 0.0311943 | val_loss: 0.0311963 | Time: 16884.4 ms [2021-11-16 16:47:24 main:574] : INFO : Epoch 1938 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 15504.8 ms [2021-11-16 16:47:40 main:574] : INFO : Epoch 1939 | loss: 0.0311962 | val_loss: 0.0311941 | Time: 15930.7 ms [2021-11-16 16:47:56 main:574] : INFO : Epoch 1940 | loss: 0.031193 | val_loss: 0.0311922 | Time: 16012.8 ms [2021-11-16 16:48:12 main:574] : INFO : Epoch 1941 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 15938.1 ms [2021-11-16 16:48:29 main:574] : INFO : Epoch 1942 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 16661.9 ms [2021-11-16 16:48:48 main:574] : INFO : Epoch 1943 | loss: 0.0311929 | val_loss: 0.0311943 | Time: 19037.2 ms [2021-11-16 16:49:04 main:574] : INFO : Epoch 1944 | loss: 0.0311924 | val_loss: 0.0311917 | Time: 15982.3 ms [2021-11-16 16:49:20 main:574] : INFO : Epoch 1945 | loss: 0.0311922 | val_loss: 0.0311922 | Time: 15865.4 ms [2021-11-16 16:49:36 main:574] : INFO : Epoch 1946 | loss: 0.0311921 | val_loss: 0.031192 | Time: 15713.9 ms [2021-11-16 16:49:52 main:574] : INFO : Epoch 1947 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 16440.8 ms [2021-11-16 16:50:09 main:574] : INFO : Epoch 1948 | loss: 0.0311912 | val_loss: 0.0311956 | Time: 16284 ms [2021-11-16 16:50:26 main:574] : INFO : Epoch 1949 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 17073.5 ms [2021-11-16 16:50:44 main:574] : INFO : Epoch 1950 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 18634.9 ms [2021-11-16 16:51:01 main:574] : INFO : Epoch 1951 | loss: 0.0311903 | val_loss: 0.03119 | Time: 16793.3 ms [2021-11-16 16:51:17 main:574] : INFO : Epoch 1952 | loss: 0.0311875 | val_loss: 0.03119 | Time: 15995.6 ms [2021-11-16 16:51:33 main:574] : INFO : Epoch 1953 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 15978.2 ms [2021-11-16 16:51:50 main:574] : INFO : Epoch 1954 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 15953.4 ms [2021-11-16 16:52:05 main:574] : INFO : Epoch 1955 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 15779 ms [2021-11-16 16:52:21 main:574] : INFO : Epoch 1956 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 16015.5 ms [2021-11-16 16:52:41 main:574] : INFO : Epoch 1957 | loss: 0.0311785 | val_loss: 0.03118 | Time: 19002.4 ms [2021-11-16 16:52:57 main:574] : INFO : Epoch 1958 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 16425 ms [2021-11-16 16:53:14 main:574] : INFO : Epoch 1959 | loss: 0.0311806 | val_loss: 0.0311784 | Time: 16474.4 ms [2021-11-16 16:53:30 main:574] : INFO : Epoch 1960 | loss: 0.0311793 | val_loss: 0.031177 | Time: 16023.5 ms [2021-11-16 16:53:46 main:574] : INFO : Epoch 1961 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 16276.7 ms [2021-11-16 16:54:02 main:574] : INFO : Epoch 1962 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 15805.6 ms [2021-11-16 16:54:18 main:574] : INFO : Epoch 1963 | loss: 0.0311778 | val_loss: 0.0311756 | Time: 15938.8 ms [2021-11-16 16:54:35 main:574] : INFO : Epoch 1964 | loss: 0.031172 | val_loss: 0.0311714 | Time: 16917.7 ms [2021-11-16 16:54:54 main:574] : INFO : Epoch 1965 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 18618 ms [2021-11-16 16:55:11 main:574] : INFO : Epoch 1966 | loss: 0.0311722 | val_loss: 0.0311636 | Time: 16665.1 ms [2021-11-16 16:55:27 main:574] : INFO : Epoch 1967 | loss: 0.0311592 | val_loss: 0.0311601 | Time: 15896.8 ms [2021-11-16 16:55:42 main:574] : INFO : Epoch 1968 | loss: 0.0311542 | val_loss: 0.0311612 | Time: 15494.4 ms [2021-11-16 16:55:58 main:574] : INFO : Epoch 1969 | loss: 0.0311507 | val_loss: 0.0311562 | Time: 16095.2 ms [2021-11-16 16:56:15 main:574] : INFO : Epoch 1970 | loss: 0.0311526 | val_loss: 0.0311549 | Time: 16542.8 ms [2021-11-16 16:56:31 main:574] : INFO : Epoch 1971 | loss: 0.03115 | val_loss: 0.0311575 | Time: 16324.4 ms [2021-11-16 16:56:49 main:574] : INFO : Epoch 1972 | loss: 0.0311476 | val_loss: 0.031157 | Time: 17901.2 ms [2021-11-16 16:57:08 main:574] : INFO : Epoch 1973 | loss: 0.0311472 | val_loss: 0.031158 | Time: 17971.4 ms [2021-11-16 16:57:24 main:574] : INFO : Epoch 1974 | loss: 0.0311473 | val_loss: 0.0311566 | Time: 16428.2 ms [2021-11-16 16:57:40 main:574] : INFO : Epoch 1975 | loss: 0.031148 | val_loss: 0.0311534 | Time: 16091.9 ms [2021-11-16 16:57:56 main:574] : INFO : Epoch 1976 | loss: 0.0311466 | val_loss: 0.0311528 | Time: 15854.7 ms [2021-11-16 16:58:12 main:574] : INFO : Epoch 1977 | loss: 0.0311426 | val_loss: 0.0311524 | Time: 15861 ms [2021-11-16 16:58:28 main:574] : INFO : Epoch 1978 | loss: 0.0311425 | val_loss: 0.0311692 | Time: 15931 ms [2021-11-16 16:58:44 main:574] : INFO : Epoch 1979 | loss: 0.031145 | val_loss: 0.0311588 | Time: 16179.7 ms [2021-11-16 16:59:02 main:574] : INFO : Epoch 1980 | loss: 0.0311424 | val_loss: 0.0311528 | Time: 17352.4 ms [2021-11-16 16:59:20 main:574] : INFO : Epoch 1981 | loss: 0.0311419 | val_loss: 0.0311543 | Time: 17676.3 ms [2021-11-16 16:59:36 main:574] : INFO : Epoch 1982 | loss: 0.031141 | val_loss: 0.0311488 | Time: 16637 ms [2021-11-16 16:59:52 main:574] : INFO : Epoch 1983 | loss: 0.0311397 | val_loss: 0.0311513 | Time: 15846.1 ms [2021-11-16 17:00:08 main:574] : INFO : Epoch 1984 | loss: 0.0311467 | val_loss: 0.0311518 | Time: 15960.5 ms [2021-11-16 17:00:24 main:574] : INFO : Epoch 1985 | loss: 0.0311518 | val_loss: 0.0311498 | Time: 16063 ms [2021-11-16 17:00:41 main:574] : INFO : Epoch 1986 | loss: 0.0311445 | val_loss: 0.0311501 | Time: 16337.8 ms [2021-11-16 17:00:57 main:574] : INFO : Epoch 1987 | loss: 0.0311428 | val_loss: 0.0311511 | Time: 15950.8 ms [2021-11-16 17:01:13 main:574] : INFO : Epoch 1988 | loss: 0.0311438 | val_loss: 0.0311517 | Time: 16060.1 ms [2021-11-16 17:01:29 main:574] : INFO : Epoch 1989 | loss: 0.0311422 | val_loss: 0.0311521 | Time: 16169.1 ms [2021-11-16 17:01:49 main:574] : INFO : Epoch 1990 | loss: 0.0311402 | val_loss: 0.0311465 | Time: 19227.3 ms [2021-11-16 17:02:05 main:574] : INFO : Epoch 1991 | loss: 0.0311381 | val_loss: 0.0311503 | Time: 16575.5 ms [2021-11-16 17:02:21 main:574] : INFO : Epoch 1992 | loss: 0.0311381 | val_loss: 0.0311486 | Time: 15686.7 ms [2021-11-16 17:02:37 main:574] : INFO : Epoch 1993 | loss: 0.0311388 | val_loss: 0.0311508 | Time: 15972 ms [2021-11-16 17:02:54 main:574] : INFO : Epoch 1994 | loss: 0.0311393 | val_loss: 0.0311487 | Time: 16353.3 ms [2021-11-16 17:03:10 main:574] : INFO : Epoch 1995 | loss: 0.0311364 | val_loss: 0.0311506 | Time: 15901.3 ms [2021-11-16 17:03:26 main:574] : INFO : Epoch 1996 | loss: 0.0311381 | val_loss: 0.031151 | Time: 15943 ms [2021-11-16 17:03:44 main:574] : INFO : Epoch 1997 | loss: 0.0311368 | val_loss: 0.0311493 | Time: 18217.1 ms [2021-11-16 17:04:01 main:574] : INFO : Epoch 1998 | loss: 0.0311353 | val_loss: 0.031149 | Time: 17186.3 ms [2021-11-16 17:04:18 main:574] : INFO : Epoch 1999 | loss: 0.0311378 | val_loss: 0.031158 | Time: 16131.3 ms [2021-11-16 17:04:33 main:574] : INFO : Epoch 2000 | loss: 0.0311397 | val_loss: 0.0311572 | Time: 15823.5 ms [2021-11-16 17:04:50 main:574] : INFO : Epoch 2001 | loss: 0.0311378 | val_loss: 0.0311581 | Time: 15903.2 ms [2021-11-16 17:05:06 main:574] : INFO : Epoch 2002 | loss: 0.0311364 | val_loss: 0.0311518 | Time: 16462.9 ms [2021-11-16 17:05:22 main:574] : INFO : Epoch 2003 | loss: 0.0311348 | val_loss: 0.0311579 | Time: 15874.6 ms [2021-11-16 17:05:38 main:574] : INFO : Epoch 2004 | loss: 0.0311347 | val_loss: 0.0311574 | Time: 15810.1 ms [2021-11-16 17:05:57 main:574] : INFO : Epoch 2005 | loss: 0.0311362 | val_loss: 0.0311527 | Time: 18480.5 ms [2021-11-16 17:06:14 main:574] : INFO : Epoch 2006 | loss: 0.0311375 | val_loss: 0.0311512 | Time: 17400.4 ms [2021-11-16 17:06:31 main:574] : INFO : Epoch 2007 | loss: 0.0311363 | val_loss: 0.0311527 | Time: 16611.2 ms [2021-11-16 17:06:47 main:574] : INFO : Epoch 2008 | loss: 0.0311348 | val_loss: 0.0311499 | Time: 15805.1 ms [2021-11-16 17:07:03 main:574] : INFO : Epoch 2009 | loss: 0.0311383 | val_loss: 0.0311549 | Time: 15891.7 ms [2021-11-16 17:07:19 main:574] : INFO : Epoch 2010 | loss: 0.0311363 | val_loss: 0.0311551 | Time: 16070.3 ms [2021-11-16 17:07:35 main:574] : INFO : Epoch 2011 | loss: 0.0311333 | val_loss: 0.031152 | Time: 16120.8 ms [2021-11-16 17:07:51 main:574] : INFO : Epoch 2012 | loss: 0.0311308 | val_loss: 0.0311489 | Time: 16225.1 ms [2021-11-16 17:08:10 main:574] : INFO : Epoch 2013 | loss: 0.0311321 | val_loss: 0.0311499 | Time: 18405.8 ms [2021-11-16 17:08:27 main:574] : INFO : Epoch 2014 | loss: 0.0311508 | val_loss: 0.0311642 | Time: 17041.9 ms [2021-11-16 17:08:43 main:574] : INFO : Epoch 2015 | loss: 0.0311542 | val_loss: 0.0311617 | Time: 16345.9 ms [2021-11-16 17:08:59 main:574] : INFO : Epoch 2016 | loss: 0.0311521 | val_loss: 0.0311574 | Time: 15979.2 ms [2021-11-16 17:09:15 main:574] : INFO : Epoch 2017 | loss: 0.0311474 | val_loss: 0.0311522 | Time: 16014.8 ms [2021-11-16 17:09:32 main:574] : INFO : Epoch 2018 | loss: 0.0311419 | val_loss: 0.0311547 | Time: 16792.1 ms [2021-11-16 17:09:49 main:574] : INFO : Epoch 2019 | loss: 0.0311402 | val_loss: 0.0311558 | Time: 16353.1 ms [2021-11-16 17:10:05 main:574] : INFO : Epoch 2020 | loss: 0.0311381 | val_loss: 0.0311561 | Time: 15956.9 ms [2021-11-16 17:10:23 main:574] : INFO : Epoch 2021 | loss: 0.0311388 | val_loss: 0.0311541 | Time: 18170.3 ms [2021-11-16 17:10:40 main:574] : INFO : Epoch 2022 | loss: 0.0311457 | val_loss: 0.0311495 | Time: 16947.4 ms [2021-11-16 17:10:57 main:574] : INFO : Epoch 2023 | loss: 0.0311432 | val_loss: 0.0311513 | Time: 16609.1 ms [2021-11-16 17:11:13 main:574] : INFO : Epoch 2024 | loss: 0.0311398 | val_loss: 0.0311498 | Time: 15841.3 ms [2021-11-16 17:11:28 main:574] : INFO : Epoch 2025 | loss: 0.0311405 | val_loss: 0.0311547 | Time: 15732.3 ms [2021-11-16 17:11:44 main:574] : INFO : Epoch 2026 | loss: 0.0311386 | val_loss: 0.0311529 | Time: 15875 ms [2021-11-16 17:12:00 main:574] : INFO : Epoch 2027 | loss: 0.0311354 | val_loss: 0.0311502 | Time: 15812.1 ms [2021-11-16 17:12:16 main:574] : INFO : Epoch 2028 | loss: 0.0311364 | val_loss: 0.0311515 | Time: 15675.7 ms [2021-11-16 17:12:34 main:574] : INFO : Epoch 2029 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 17716.2 ms [2021-11-16 17:12:52 main:574] : INFO : Epoch 2030 | loss: 0.0311333 | val_loss: 0.0311491 | Time: 17777.9 ms [2021-11-16 17:13:08 main:574] : INFO : Epoch 2031 | loss: 0.0311359 | val_loss: 0.0311558 | Time: 16693 ms [2021-11-16 17:13:24 main:574] : INFO : Epoch 2032 | loss: 0.0311401 | val_loss: 0.0311556 | Time: 15947.2 ms [2021-11-16 17:13:41 main:574] : INFO : Epoch 2033 | loss: 0.0311377 | val_loss: 0.0311533 | Time: 16077.9 ms [2021-11-16 17:13:57 main:574] : INFO : Epoch 2034 | loss: 0.0311355 | val_loss: 0.0311508 | Time: 15841.5 ms [2021-11-16 17:14:13 main:574] : INFO : Epoch 2035 | loss: 0.0311395 | val_loss: 0.0311557 | Time: 16049.9 ms [2021-11-16 17:14:29 main:574] : INFO : Epoch 2036 | loss: 0.0311392 | val_loss: 0.0311507 | Time: 15896 ms [2021-11-16 17:14:46 main:574] : INFO : Epoch 2037 | loss: 0.0311332 | val_loss: 0.0311478 | Time: 17019.7 ms [2021-11-16 17:15:05 main:574] : INFO : Epoch 2038 | loss: 0.0311322 | val_loss: 0.0311494 | Time: 18669.8 ms [2021-11-16 17:15:21 main:574] : INFO : Epoch 2039 | loss: 0.0311325 | val_loss: 0.0311491 | Time: 16595 ms [2021-11-16 17:15:37 main:574] : INFO : Epoch 2040 | loss: 0.0311432 | val_loss: 0.0311517 | Time: 16084.6 ms [2021-11-16 17:15:54 main:574] : INFO : Epoch 2041 | loss: 0.0311414 | val_loss: 0.0311518 | Time: 16065.1 ms [2021-11-16 17:16:10 main:574] : INFO : Epoch 2042 | loss: 0.0311428 | val_loss: 0.031148 | Time: 16049.6 ms [2021-11-16 17:16:26 main:574] : INFO : Epoch 2043 | loss: 0.0311378 | val_loss: 0.0311503 | Time: 16342.9 ms [2021-11-16 17:16:43 main:574] : INFO : Epoch 2044 | loss: 0.0311386 | val_loss: 0.031149 | Time: 16455.5 ms [2021-11-16 17:16:59 main:574] : INFO : Epoch 2045 | loss: 0.0311347 | val_loss: 0.0311465 | Time: 16504.9 ms [2021-11-16 17:17:19 main:574] : INFO : Epoch 2046 | loss: 0.0311329 | val_loss: 0.031143 | Time: 19900.5 ms [2021-11-16 17:17:35 main:574] : INFO : Epoch 2047 | loss: 0.0311318 | val_loss: 0.0311468 | Time: 15850.9 ms [2021-11-16 17:17:51 main:574] : INFO : Epoch 2048 | loss: 0.0311329 | val_loss: 0.0311579 | Time: 15980.8 ms [2021-11-16 17:17:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311579 [2021-11-16 17:17:51 main:603] : INFO : Saving end state to config to file [2021-11-16 17:17:51 main:608] : INFO : Success, exiting.. 17:17:52 (19576): 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)