Task 5315385
| Name | ParityMachine-1622600460-11206-3_0 |
| Workunit | 3198476 |
| Created | 9 Jun 2021, 2:51:20 UTC |
| Sent | 13 Jun 2021, 17:51:19 UTC |
| Report deadline | 20 Jun 2021, 17:51:19 UTC |
| Received | 13 Jun 2021, 21:39:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 26 sec |
| CPU time | 55 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.40 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 06-13 17:20:17 main:581] : INFO : Epoch 1538 | loss: 0.0308814 | val_loss: 0.0309033 | Time: 1627.4 ms [2021-06-13 17:20:18 main:581] : INFO : Epoch 1539 | loss: 0.0308847 | val_loss: 0.0309283 | Time: 1628.91 ms [2021-06-13 17:20:20 main:581] : INFO : Epoch 1540 | loss: 0.0309094 | val_loss: 0.0309661 | Time: 1625.33 ms [2021-06-13 17:20:21 main:581] : INFO : Epoch 1541 | loss: 0.0310091 | val_loss: 0.031062 | Time: 1621.63 ms [2021-06-13 17:20:23 main:581] : INFO : Epoch 1542 | loss: 0.0310106 | val_loss: 0.030974 | Time: 1625 ms [2021-06-13 17:20:25 main:581] : INFO : Epoch 1543 | loss: 0.030941 | val_loss: 0.0309116 | Time: 1618.84 ms [2021-06-13 17:20:26 main:581] : INFO : Epoch 1544 | loss: 0.030891 | val_loss: 0.030884 | Time: 1612.98 ms [2021-06-13 17:20:28 main:581] : INFO : Epoch 1545 | loss: 0.0308666 | val_loss: 0.0308729 | Time: 1619.62 ms [2021-06-13 17:20:29 main:581] : INFO : Epoch 1546 | loss: 0.0308515 | val_loss: 0.0308744 | Time: 1607.56 ms [2021-06-13 17:20:31 main:581] : INFO : Epoch 1547 | loss: 0.0308755 | val_loss: 0.0309484 | Time: 1612.48 ms [2021-06-13 17:20:33 main:581] : INFO : Epoch 1548 | loss: 0.0309526 | val_loss: 0.0310119 | Time: 1613.64 ms [2021-06-13 17:20:34 main:581] : INFO : Epoch 1549 | loss: 0.0309247 | val_loss: 0.0309025 | Time: 1617.64 ms [2021-06-13 17:20:36 main:581] : INFO : Epoch 1550 | loss: 0.0308878 | val_loss: 0.0309092 | Time: 1611.83 ms [2021-06-13 17:20:38 main:581] : INFO : Epoch 1551 | loss: 0.0309114 | val_loss: 0.0309447 | Time: 1609.76 ms [2021-06-13 17:20:39 main:581] : INFO : Epoch 1552 | loss: 0.0309028 | val_loss: 0.0309265 | Time: 1628.57 ms [2021-06-13 17:20:41 main:581] : INFO : Epoch 1553 | loss: 0.0308828 | val_loss: 0.0309005 | Time: 1632.21 ms [2021-06-13 17:20:42 main:581] : INFO : Epoch 1554 | loss: 0.0308784 | val_loss: 0.0309134 | Time: 1617.06 ms [2021-06-13 17:20:44 main:581] : INFO : Epoch 1555 | loss: 0.0309171 | val_loss: 0.0309724 | Time: 1636.5 ms [2021-06-13 17:20:46 main:581] : INFO : Epoch 1556 | loss: 0.0309511 | val_loss: 0.0309412 | Time: 1643.32 ms [2021-06-13 17:20:47 main:581] : INFO : Epoch 1557 | loss: 0.0309068 | val_loss: 0.0309056 | Time: 1637.56 ms [2021-06-13 17:20:49 main:581] : INFO : Epoch 1558 | loss: 0.0308984 | val_loss: 0.0309049 | Time: 1622.81 ms [2021-06-13 17:20:51 main:581] : INFO : Epoch 1559 | loss: 0.0308984 | val_loss: 0.0309084 | Time: 1609.47 ms [2021-06-13 17:20:52 main:581] : INFO : Epoch 1560 | loss: 0.0309089 | val_loss: 0.030909 | Time: 1605 ms [2021-06-13 17:20:54 main:581] : INFO : Epoch 1561 | loss: 0.0308757 | val_loss: 0.0308754 | Time: 1614.37 ms [2021-06-13 17:20:55 main:581] : INFO : Epoch 1562 | loss: 0.0308594 | val_loss: 0.0308719 | Time: 1614 ms [2021-06-13 17:20:57 main:581] : INFO : Epoch 1563 | loss: 0.030852 | val_loss: 0.0308704 | Time: 1615.35 ms [2021-06-13 17:20:59 main:581] : INFO : Epoch 1564 | loss: 0.0308643 | val_loss: 0.0309239 | Time: 1615.17 ms [2021-06-13 17:21:00 main:581] : INFO : Epoch 1565 | loss: 0.030906 | val_loss: 0.0308944 | Time: 1627.76 ms [2021-06-13 17:21:02 main:581] : INFO : Epoch 1566 | loss: 0.0308749 | val_loss: 0.0308892 | Time: 1613.44 ms [2021-06-13 17:21:04 main:581] : INFO : Epoch 1567 | loss: 0.0308909 | val_loss: 0.0309099 | Time: 1612.37 ms [2021-06-13 17:21:05 main:581] : INFO : Epoch 1568 | loss: 0.03087 | val_loss: 0.030892 | Time: 1625.99 ms [2021-06-13 17:21:07 main:581] : INFO : Epoch 1569 | loss: 0.0308673 | val_loss: 0.0309116 | Time: 1616.9 ms [2021-06-13 17:21:08 main:581] : INFO : Epoch 1570 | loss: 0.0308587 | val_loss: 0.0308778 | Time: 1625.99 ms [2021-06-13 17:21:10 main:581] : INFO : Epoch 1571 | loss: 0.0308442 | val_loss: 0.0308941 | Time: 1633.64 ms [2021-06-13 17:21:12 main:581] : INFO : Epoch 1572 | loss: 0.0308531 | val_loss: 0.0308773 | Time: 1632.34 ms [2021-06-13 17:21:13 main:581] : INFO : Epoch 1573 | loss: 0.0308493 | val_loss: 0.0308797 | Time: 1625.92 ms [2021-06-13 17:21:15 main:581] : INFO : Epoch 1574 | loss: 0.0308608 | val_loss: 0.0308773 | Time: 1625.15 ms [2021-06-13 17:21:17 main:581] : INFO : Epoch 1575 | loss: 0.0308581 | val_loss: 0.0309064 | Time: 1626.93 ms [2021-06-13 17:21:18 main:581] : INFO : Epoch 1576 | loss: 0.0308788 | val_loss: 0.030904 | Time: 1625.67 ms [2021-06-13 17:21:20 main:581] : INFO : Epoch 1577 | loss: 0.0308609 | val_loss: 0.0308794 | Time: 1619.87 ms [2021-06-13 17:21:21 main:581] : INFO : Epoch 1578 | loss: 0.0308435 | val_loss: 0.0308753 | Time: 1610.7 ms [2021-06-13 17:21:23 main:581] : INFO : Epoch 1579 | loss: 0.0308348 | val_loss: 0.0308703 | Time: 1597.44 ms [2021-06-13 17:21:25 main:581] : INFO : Epoch 1580 | loss: 0.0308386 | val_loss: 0.0308781 | Time: 1602.01 ms [2021-06-13 17:21:26 main:581] : INFO : Epoch 1581 | loss: 0.0308288 | val_loss: 0.0308516 | Time: 1592.48 ms [2021-06-13 17:21:28 main:581] : INFO : Epoch 1582 | loss: 0.0308273 | val_loss: 0.030895 | Time: 1607.15 ms [2021-06-13 17:21:29 main:581] : INFO : Epoch 1583 | loss: 0.0309693 | val_loss: 0.0310009 | Time: 1606.58 ms [2021-06-13 17:21:31 main:581] : INFO : Epoch 1584 | loss: 0.0309736 | val_loss: 0.0309528 | Time: 1614.45 ms [2021-06-13 17:21:33 main:581] : INFO : Epoch 1585 | loss: 0.0309277 | val_loss: 0.0309007 | Time: 1609.77 ms [2021-06-13 17:21:34 main:581] : INFO : Epoch 1586 | loss: 0.0308864 | val_loss: 0.0308937 | Time: 1615.97 ms [2021-06-13 17:21:36 main:581] : INFO : Epoch 1587 | loss: 0.0308813 | val_loss: 0.030891 | Time: 1598.43 ms [2021-06-13 17:21:37 main:581] : INFO : Epoch 1588 | loss: 0.0308634 | val_loss: 0.0308714 | Time: 1605.44 ms [2021-06-13 17:21:39 main:581] : INFO : Epoch 1589 | loss: 0.0308423 | val_loss: 0.0308644 | Time: 1624.03 ms [2021-06-13 17:21:41 main:581] : INFO : Epoch 1590 | loss: 0.0308625 | val_loss: 0.0309169 | Time: 1608.04 ms [2021-06-13 17:21:42 main:581] : INFO : Epoch 1591 | loss: 0.0308678 | val_loss: 0.0308722 | Time: 1620.1 ms [2021-06-13 17:21:44 main:581] : INFO : Epoch 1592 | loss: 0.0308451 | val_loss: 0.0308673 | Time: 1624.1 ms [2021-06-13 17:21:46 main:581] : INFO : Epoch 1593 | loss: 0.0308348 | val_loss: 0.0308607 | Time: 1617.48 ms [2021-06-13 17:21:47 main:581] : INFO : Epoch 1594 | loss: 0.0308296 | val_loss: 0.0308598 | Time: 1593.21 ms [2021-06-13 17:21:49 main:581] : INFO : Epoch 1595 | loss: 0.0308255 | val_loss: 0.03086 | Time: 1622.28 ms [2021-06-13 17:21:50 main:581] : INFO : Epoch 1596 | loss: 0.0308265 | val_loss: 0.0308454 | Time: 1605.88 ms [2021-06-13 17:21:52 main:581] : INFO : Epoch 1597 | loss: 0.0308172 | val_loss: 0.0308469 | Time: 1617.1 ms [2021-06-13 17:21:54 main:581] : INFO : Epoch 1598 | loss: 0.0308187 | val_loss: 0.0308497 | Time: 1619.57 ms [2021-06-13 17:21:55 main:581] : INFO : Epoch 1599 | loss: 0.0308185 | val_loss: 0.0308519 | Time: 1620.16 ms [2021-06-13 17:21:57 main:581] : INFO : Epoch 1600 | loss: 0.0308218 | val_loss: 0.0308405 | Time: 1613.72 ms [2021-06-13 17:21:58 main:581] : INFO : Epoch 1601 | loss: 0.0308115 | val_loss: 0.0308518 | Time: 1614 ms [2021-06-13 17:22:00 main:581] : INFO : Epoch 1602 | loss: 0.0308731 | val_loss: 0.0308634 | Time: 1618.38 ms [2021-06-13 17:22:02 main:581] : INFO : Epoch 1603 | loss: 0.0308365 | val_loss: 0.0308462 | Time: 1599.61 ms [2021-06-13 17:22:03 main:581] : INFO : Epoch 1604 | loss: 0.0308301 | val_loss: 0.0308354 | Time: 1600.21 ms [2021-06-13 17:22:05 main:581] : INFO : Epoch 1605 | loss: 0.0308184 | val_loss: 0.0308318 | Time: 1604.73 ms [2021-06-13 17:22:06 main:581] : INFO : Epoch 1606 | loss: 0.0308118 | val_loss: 0.0308224 | Time: 1619.85 ms [2021-06-13 17:22:08 main:581] : INFO : Epoch 1607 | loss: 0.0308096 | val_loss: 0.0308499 | Time: 1620.05 ms [2021-06-13 17:22:10 main:581] : INFO : Epoch 1608 | loss: 0.0308336 | val_loss: 0.0308445 | Time: 1605.45 ms [2021-06-13 17:22:11 main:581] : INFO : Epoch 1609 | loss: 0.0308318 | val_loss: 0.0308365 | Time: 1599.63 ms [2021-06-13 17:22:13 main:581] : INFO : Epoch 1610 | loss: 0.0308162 | val_loss: 0.0308198 | Time: 1612.18 ms [2021-06-13 17:22:15 main:581] : INFO : Epoch 1611 | loss: 0.0308081 | val_loss: 0.0308352 | Time: 1614.02 ms [2021-06-13 17:22:16 main:581] : INFO : Epoch 1612 | loss: 0.0308056 | val_loss: 0.0308298 | Time: 1634 ms [2021-06-13 17:22:18 main:581] : INFO : Epoch 1613 | loss: 0.0308016 | val_loss: 0.0308128 | Time: 1642.35 ms [2021-06-13 17:22:19 main:581] : INFO : Epoch 1614 | loss: 0.0308107 | val_loss: 0.030827 | Time: 1639.6 ms [2021-06-13 17:22:21 main:581] : INFO : Epoch 1615 | loss: 0.0308196 | val_loss: 0.0308483 | Time: 1641.03 ms [2021-06-13 17:22:23 main:581] : INFO : Epoch 1616 | loss: 0.0308165 | val_loss: 0.0308353 | Time: 1648.79 ms [2021-06-13 17:22:24 main:581] : INFO : Epoch 1617 | loss: 0.0307973 | val_loss: 0.0308278 | Time: 1644.48 ms [2021-06-13 17:22:26 main:581] : INFO : Epoch 1618 | loss: 0.0308059 | val_loss: 0.0308398 | Time: 1637.2 ms [2021-06-13 17:22:28 main:581] : INFO : Epoch 1619 | loss: 0.0308163 | val_loss: 0.030841 | Time: 1643.03 ms [2021-06-13 17:22:29 main:581] : INFO : Epoch 1620 | loss: 0.0308177 | val_loss: 0.0309713 | Time: 1644.66 ms [2021-06-13 17:22:31 main:581] : INFO : Epoch 1621 | loss: 0.0310493 | val_loss: 0.0310691 | Time: 1638.67 ms [2021-06-13 17:22:33 main:581] : INFO : Epoch 1622 | loss: 0.0310331 | val_loss: 0.0310033 | Time: 1638.71 ms [2021-06-13 17:22:34 main:581] : INFO : Epoch 1623 | loss: 0.0309718 | val_loss: 0.0309474 | Time: 1644.83 ms [2021-06-13 17:22:36 main:581] : INFO : Epoch 1624 | loss: 0.0309227 | val_loss: 0.0309153 | Time: 1639.97 ms [2021-06-13 17:22:38 main:581] : INFO : Epoch 1625 | loss: 0.0308936 | val_loss: 0.0308996 | Time: 1638.82 ms [2021-06-13 17:22:39 main:581] : INFO : Epoch 1626 | loss: 0.0309066 | val_loss: 0.0310775 | Time: 1639.41 ms [2021-06-13 17:22:41 main:581] : INFO : Epoch 1627 | loss: 0.0310271 | val_loss: 0.0309721 | Time: 1641.56 ms [2021-06-13 17:22:42 main:581] : INFO : Epoch 1628 | loss: 0.0309226 | val_loss: 0.0309276 | Time: 1640.52 ms [2021-06-13 17:22:44 main:581] : INFO : Epoch 1629 | loss: 0.0308914 | val_loss: 0.0308908 | Time: 1639.67 ms [2021-06-13 17:22:46 main:581] : INFO : Epoch 1630 | loss: 0.0308745 | val_loss: 0.0308801 | Time: 1643.35 ms [2021-06-13 17:22:47 main:581] : INFO : Epoch 1631 | loss: 0.0308634 | val_loss: 0.0309018 | Time: 1641.79 ms [2021-06-13 17:22:49 main:581] : INFO : Epoch 1632 | loss: 0.0308803 | val_loss: 0.030905 | Time: 1639.75 ms [2021-06-13 17:22:51 main:581] : INFO : Epoch 1633 | loss: 0.0308612 | val_loss: 0.0308703 | Time: 1639.8 ms [2021-06-13 17:22:52 main:581] : INFO : Epoch 1634 | loss: 0.0308404 | val_loss: 0.0308602 | Time: 1640.3 ms [2021-06-13 17:22:54 main:581] : INFO : Epoch 1635 | loss: 0.0308313 | val_loss: 0.0308516 | Time: 1645.11 ms [2021-06-13 17:22:56 main:581] : INFO : Epoch 1636 | loss: 0.0308507 | val_loss: 0.0308625 | Time: 1641.9 ms [2021-06-13 17:22:57 main:581] : INFO : Epoch 1637 | loss: 0.0308631 | val_loss: 0.0308589 | Time: 1649.28 ms [2021-06-13 17:22:59 main:581] : INFO : Epoch 1638 | loss: 0.030847 | val_loss: 0.0308487 | Time: 1644.04 ms [2021-06-13 17:23:01 main:581] : INFO : Epoch 1639 | loss: 0.030823 | val_loss: 0.030844 | Time: 1656.76 ms [2021-06-13 17:23:02 main:581] : INFO : Epoch 1640 | loss: 0.03084 | val_loss: 0.0308694 | Time: 1641.29 ms [2021-06-13 17:23:04 main:581] : INFO : Epoch 1641 | loss: 0.0308323 | val_loss: 0.0308768 | Time: 1646.82 ms [2021-06-13 17:23:05 main:581] : INFO : Epoch 1642 | loss: 0.030835 | val_loss: 0.030855 | Time: 1639.35 ms [2021-06-13 17:23:07 main:581] : INFO : Epoch 1643 | loss: 0.0308322 | val_loss: 0.030857 | Time: 1641.4 ms [2021-06-13 17:23:09 main:581] : INFO : Epoch 1644 | loss: 0.0308696 | val_loss: 0.0308643 | Time: 1647.37 ms [2021-06-13 17:23:10 main:581] : INFO : Epoch 1645 | loss: 0.0308343 | val_loss: 0.0308394 | Time: 1631.37 ms [2021-06-13 17:23:12 main:581] : INFO : Epoch 1646 | loss: 0.0308244 | val_loss: 0.0308287 | Time: 1639.76 ms [2021-06-13 17:23:14 main:581] : INFO : Epoch 1647 | loss: 0.0308106 | val_loss: 0.0308334 | Time: 1642.89 ms [2021-06-13 17:23:15 main:581] : INFO : Epoch 1648 | loss: 0.0308061 | val_loss: 0.0308322 | Time: 1643.78 ms [2021-06-13 17:23:17 main:581] : INFO : Epoch 1649 | loss: 0.0308029 | val_loss: 0.030842 | Time: 1642.79 ms [2021-06-13 17:23:19 main:581] : INFO : Epoch 1650 | loss: 0.0308028 | val_loss: 0.0308417 | Time: 1641.01 ms [2021-06-13 17:23:20 main:581] : INFO : Epoch 1651 | loss: 0.0308344 | val_loss: 0.0308964 | Time: 1646.2 ms [2021-06-13 17:23:22 main:581] : INFO : Epoch 1652 | loss: 0.0308829 | val_loss: 0.0308818 | Time: 1645.15 ms [2021-06-13 17:23:24 main:581] : INFO : Epoch 1653 | loss: 0.0308422 | val_loss: 0.0308498 | Time: 1641.42 ms [2021-06-13 17:23:25 main:581] : INFO : Epoch 1654 | loss: 0.0308512 | val_loss: 0.0308936 | Time: 1641.71 ms [2021-06-13 17:23:27 main:581] : INFO : Epoch 1655 | loss: 0.030837 | val_loss: 0.0308354 | Time: 1641.96 ms [2021-06-13 17:23:28 main:581] : INFO : Epoch 1656 | loss: 0.0308156 | val_loss: 0.0308421 | Time: 1644.15 ms [2021-06-13 17:23:30 main:581] : INFO : Epoch 1657 | loss: 0.0308111 | val_loss: 0.030907 | Time: 1637.7 ms [2021-06-13 17:23:32 main:581] : INFO : Epoch 1658 | loss: 0.0309779 | val_loss: 0.0309501 | Time: 1645.74 ms [2021-06-13 17:23:33 main:581] : INFO : Epoch 1659 | loss: 0.0309248 | val_loss: 0.0308924 | Time: 1639.67 ms [2021-06-13 17:23:35 main:581] : INFO : Epoch 1660 | loss: 0.0308843 | val_loss: 0.0308787 | Time: 1639.16 ms [2021-06-13 17:23:37 main:581] : INFO : Epoch 1661 | loss: 0.0308545 | val_loss: 0.0308543 | Time: 1634.58 ms [2021-06-13 17:23:38 main:581] : INFO : Epoch 1662 | loss: 0.0308357 | val_loss: 0.0308394 | Time: 1641.07 ms [2021-06-13 17:23:40 main:581] : INFO : Epoch 1663 | loss: 0.0308295 | val_loss: 0.0308492 | Time: 1640.19 ms [2021-06-13 17:23:42 main:581] : INFO : Epoch 1664 | loss: 0.0308347 | val_loss: 0.0308534 | Time: 1642.72 ms [2021-06-13 17:23:43 main:581] : INFO : Epoch 1665 | loss: 0.030823 | val_loss: 0.0308365 | Time: 1642.67 ms [2021-06-13 17:23:45 main:581] : INFO : Epoch 1666 | loss: 0.0308188 | val_loss: 0.0308369 | Time: 1639.54 ms [2021-06-13 17:23:46 main:581] : INFO : Epoch 1667 | loss: 0.0308413 | val_loss: 0.030855 | Time: 1639.05 ms [2021-06-13 17:23:48 main:581] : INFO : Epoch 1668 | loss: 0.0308254 | val_loss: 0.030835 | Time: 1641.34 ms [2021-06-13 17:23:50 main:581] : INFO : Epoch 1669 | loss: 0.0308155 | val_loss: 0.0308397 | Time: 1641.96 ms [2021-06-13 17:23:51 main:581] : INFO : Epoch 1670 | loss: 0.03087 | val_loss: 0.0310721 | Time: 1642.51 ms [2021-06-13 17:23:53 main:581] : INFO : Epoch 1671 | loss: 0.0310656 | val_loss: 0.0310215 | Time: 1639.41 ms [2021-06-13 17:23:55 main:581] : INFO : Epoch 1672 | loss: 0.0309633 | val_loss: 0.0309436 | Time: 1643.39 ms [2021-06-13 17:23:56 main:581] : INFO : Epoch 1673 | loss: 0.0308904 | val_loss: 0.0309102 | Time: 1642.6 ms [2021-06-13 17:23:58 main:581] : INFO : Epoch 1674 | loss: 0.030863 | val_loss: 0.0308934 | Time: 1638.52 ms [2021-06-13 17:24:00 main:581] : INFO : Epoch 1675 | loss: 0.0308804 | val_loss: 0.0309479 | Time: 1635.06 ms [2021-06-13 17:24:01 main:581] : INFO : Epoch 1676 | loss: 0.0308867 | val_loss: 0.0308651 | Time: 1640.8 ms [2021-06-13 17:24:03 main:581] : INFO : Epoch 1677 | loss: 0.0308412 | val_loss: 0.0308741 | Time: 1639.9 ms [2021-06-13 17:24:05 main:581] : INFO : Epoch 1678 | loss: 0.0308383 | val_loss: 0.0308855 | Time: 1639.72 ms [2021-06-13 17:24:06 main:581] : INFO : Epoch 1679 | loss: 0.0308396 | val_loss: 0.030871 | Time: 1644.67 ms [2021-06-13 17:24:08 main:581] : INFO : Epoch 1680 | loss: 0.0308266 | val_loss: 0.0308657 | Time: 1639.33 ms [2021-06-13 17:24:09 main:581] : INFO : Epoch 1681 | loss: 0.0308112 | val_loss: 0.0308462 | Time: 1640.67 ms [2021-06-13 17:24:11 main:581] : INFO : Epoch 1682 | loss: 0.0308051 | val_loss: 0.030843 | Time: 1635.98 ms [2021-06-13 17:24:13 main:581] : INFO : Epoch 1683 | loss: 0.0308151 | val_loss: 0.030846 | Time: 1642.86 ms [2021-06-13 17:24:14 main:581] : INFO : Epoch 1684 | loss: 0.0308137 | val_loss: 0.0308366 | Time: 1638.35 ms [2021-06-13 17:24:16 main:581] : INFO : Epoch 1685 | loss: 0.0307992 | val_loss: 0.0308222 | Time: 1644.9 ms [2021-06-13 17:24:18 main:581] : INFO : Epoch 1686 | loss: 0.0308002 | val_loss: 0.0308218 | Time: 1639.82 ms [2021-06-13 17:24:19 main:581] : INFO : Epoch 1687 | loss: 0.0308113 | val_loss: 0.0308192 | Time: 1642.89 ms [2021-06-13 17:24:21 main:581] : INFO : Epoch 1688 | loss: 0.0308108 | val_loss: 0.0308282 | Time: 1634.37 ms [2021-06-13 17:24:23 main:581] : INFO : Epoch 1689 | loss: 0.0308044 | val_loss: 0.0308168 | Time: 1640.61 ms [2021-06-13 17:24:24 main:581] : INFO : Epoch 1690 | loss: 0.0308138 | val_loss: 0.0308716 | Time: 1637.74 ms [2021-06-13 17:24:26 main:581] : INFO : Epoch 1691 | loss: 0.0309033 | val_loss: 0.0309854 | Time: 1640.48 ms [2021-06-13 17:24:27 main:581] : INFO : Epoch 1692 | loss: 0.0308959 | val_loss: 0.0308842 | Time: 1642.32 ms [2021-06-13 17:24:29 main:581] : INFO : Epoch 1693 | loss: 0.0308766 | val_loss: 0.0308845 | Time: 1642.23 ms [2021-06-13 17:24:31 main:581] : INFO : Epoch 1694 | loss: 0.0308675 | val_loss: 0.0308603 | Time: 1639.66 ms [2021-06-13 17:24:32 main:581] : INFO : Epoch 1695 | loss: 0.0308311 | val_loss: 0.0308446 | Time: 1643.34 ms [2021-06-13 17:24:34 main:581] : INFO : Epoch 1696 | loss: 0.0308276 | val_loss: 0.0308505 | Time: 1641.28 ms [2021-06-13 17:24:36 main:581] : INFO : Epoch 1697 | loss: 0.030815 | val_loss: 0.030837 | Time: 1642.93 ms [2021-06-13 17:24:37 main:581] : INFO : Epoch 1698 | loss: 0.0308044 | val_loss: 0.0308302 | Time: 1641.35 ms [2021-06-13 17:24:39 main:581] : INFO : Epoch 1699 | loss: 0.0308407 | val_loss: 0.0308706 | Time: 1644.84 ms [2021-06-13 17:24:41 main:581] : INFO : Epoch 1700 | loss: 0.0308588 | val_loss: 0.0308607 | Time: 1640.03 ms [2021-06-13 17:24:42 main:581] : INFO : Epoch 1701 | loss: 0.030869 | val_loss: 0.0308498 | Time: 1641.24 ms [2021-06-13 17:24:44 main:581] : INFO : Epoch 1702 | loss: 0.0308343 | val_loss: 0.0308679 | Time: 1642.53 ms [2021-06-13 17:24:46 main:581] : INFO : Epoch 1703 | loss: 0.0308185 | val_loss: 0.0308676 | Time: 1645.33 ms [2021-06-13 17:24:47 main:581] : INFO : Epoch 1704 | loss: 0.0308177 | val_loss: 0.0308846 | Time: 1644.74 ms [2021-06-13 17:24:49 main:581] : INFO : Epoch 1705 | loss: 0.0309033 | val_loss: 0.0312214 | Time: 1641.88 ms [2021-06-13 17:24:50 main:581] : INFO : Epoch 1706 | loss: 0.0312282 | val_loss: 0.0312184 | Time: 1645.95 ms [2021-06-13 17:24:52 main:581] : INFO : Epoch 1707 | loss: 0.0312216 | val_loss: 0.0312272 | Time: 1643.12 ms [2021-06-13 17:24:54 main:581] : INFO : Epoch 1708 | loss: 0.0312072 | val_loss: 0.0311878 | Time: 1639.54 ms [2021-06-13 17:24:55 main:581] : INFO : Epoch 1709 | loss: 0.0311832 | val_loss: 0.0314197 | Time: 1641.86 ms [2021-06-13 17:24:57 main:581] : INFO : Epoch 1710 | loss: 0.0319422 | val_loss: 0.0314689 | Time: 1642.89 ms [2021-06-13 17:24:59 main:581] : INFO : Epoch 1711 | loss: 0.0312053 | val_loss: 0.031127 | Time: 1637.77 ms [2021-06-13 17:25:00 main:581] : INFO : Epoch 1712 | loss: 0.0311119 | val_loss: 0.0310848 | Time: 1649.97 ms [2021-06-13 17:25:02 main:581] : INFO : Epoch 1713 | loss: 0.0310503 | val_loss: 0.031051 | Time: 1646.67 ms [2021-06-13 17:25:04 main:581] : INFO : Epoch 1714 | loss: 0.0310156 | val_loss: 0.0310191 | Time: 1640.09 ms [2021-06-13 17:25:05 main:581] : INFO : Epoch 1715 | loss: 0.0309785 | val_loss: 0.0309593 | Time: 1637.03 ms [2021-06-13 17:25:07 main:581] : INFO : Epoch 1716 | loss: 0.0309382 | val_loss: 0.0309514 | Time: 1642.17 ms [2021-06-13 17:25:09 main:581] : INFO : Epoch 1717 | loss: 0.030937 | val_loss: 0.0309134 | Time: 1641.86 ms [2021-06-13 17:25:10 main:581] : INFO : Epoch 1718 | loss: 0.0309422 | val_loss: 0.0310017 | Time: 1639.09 ms [2021-06-13 17:25:12 main:581] : INFO : Epoch 1719 | loss: 0.0309917 | val_loss: 0.0309496 | Time: 1638.54 ms [2021-06-13 17:25:13 main:581] : INFO : Epoch 1720 | loss: 0.0309164 | val_loss: 0.0309232 | Time: 1642.78 ms [2021-06-13 17:25:15 main:581] : INFO : Epoch 1721 | loss: 0.0308893 | val_loss: 0.0308987 | Time: 1641.57 ms [2021-06-13 17:25:17 main:581] : INFO : Epoch 1722 | loss: 0.0308741 | val_loss: 0.0308665 | Time: 1635.72 ms [2021-06-13 17:25:18 main:581] : INFO : Epoch 1723 | loss: 0.0308692 | val_loss: 0.0308712 | Time: 1636.27 ms [2021-06-13 17:25:20 main:581] : INFO : Epoch 1724 | loss: 0.030843 | val_loss: 0.0308586 | Time: 1643.56 ms [2021-06-13 17:25:22 main:581] : INFO : Epoch 1725 | loss: 0.0308332 | val_loss: 0.0308493 | Time: 1642.78 ms [2021-06-13 17:25:23 main:581] : INFO : Epoch 1726 | loss: 0.0308251 | val_loss: 0.0308373 | Time: 1639.8 ms [2021-06-13 17:25:25 main:581] : INFO : Epoch 1727 | loss: 0.0308219 | val_loss: 0.0308353 | Time: 1643.77 ms [2021-06-13 17:25:27 main:581] : INFO : Epoch 1728 | loss: 0.0308094 | val_loss: 0.0308303 | Time: 1645.51 ms [2021-06-13 17:25:28 main:581] : INFO : Epoch 1729 | loss: 0.0308103 | val_loss: 0.0308265 | Time: 1636.68 ms [2021-06-13 17:25:30 main:581] : INFO : Epoch 1730 | loss: 0.0308046 | val_loss: 0.0308285 | Time: 1641.13 ms [2021-06-13 17:25:32 main:581] : INFO : Epoch 1731 | loss: 0.030801 | val_loss: 0.0308235 | Time: 1645.68 ms [2021-06-13 17:25:33 main:581] : INFO : Epoch 1732 | loss: 0.0307905 | val_loss: 0.0308238 | Time: 1642.91 ms [2021-06-13 17:25:35 main:581] : INFO : Epoch 1733 | loss: 0.0308097 | val_loss: 0.0308342 | Time: 1648.84 ms [2021-06-13 17:25:36 main:581] : INFO : Epoch 1734 | loss: 0.0308137 | val_loss: 0.0308353 | Time: 1647.31 ms [2021-06-13 17:25:38 main:581] : INFO : Epoch 1735 | loss: 0.0308365 | val_loss: 0.0308503 | Time: 1641.76 ms [2021-06-13 17:25:40 main:581] : INFO : Epoch 1736 | loss: 0.0308332 | val_loss: 0.0308391 | Time: 1638.25 ms [2021-06-13 17:25:41 main:581] : INFO : Epoch 1737 | loss: 0.0308305 | val_loss: 0.0308349 | Time: 1644.19 ms [2021-06-13 17:25:43 main:581] : INFO : Epoch 1738 | loss: 0.0311219 | val_loss: 0.0311838 | Time: 1639.9 ms [2021-06-13 17:25:45 main:581] : INFO : Epoch 1739 | loss: 0.0311619 | val_loss: 0.0311447 | Time: 1643.08 ms [2021-06-13 17:25:46 main:581] : INFO : Epoch 1740 | loss: 0.0311307 | val_loss: 0.0311174 | Time: 1648.05 ms [2021-06-13 17:25:48 main:581] : INFO : Epoch 1741 | loss: 0.0311128 | val_loss: 0.0311046 | Time: 1643.59 ms [2021-06-13 17:25:50 main:581] : INFO : Epoch 1742 | loss: 0.031109 | val_loss: 0.0311011 | Time: 1639.33 ms [2021-06-13 17:25:51 main:581] : INFO : Epoch 1743 | loss: 0.0310921 | val_loss: 0.0310851 | Time: 1646.52 ms [2021-06-13 17:25:53 main:581] : INFO : Epoch 1744 | loss: 0.0310804 | val_loss: 0.0310674 | Time: 1638.83 ms [2021-06-13 17:25:55 main:581] : INFO : Epoch 1745 | loss: 0.0310562 | val_loss: 0.0310436 | Time: 1639.01 ms [2021-06-13 17:25:56 main:581] : INFO : Epoch 1746 | loss: 0.0310215 | val_loss: 0.0309959 | Time: 1643.29 ms [2021-06-13 17:25:58 main:581] : INFO : Epoch 1747 | loss: 0.0309572 | val_loss: 0.0309438 | Time: 1640.37 ms [2021-06-13 17:25:59 main:581] : INFO : Epoch 1748 | loss: 0.0309167 | val_loss: 0.0309077 | Time: 1640.6 ms [2021-06-13 17:26:01 main:581] : INFO : Epoch 1749 | loss: 0.0308821 | val_loss: 0.0308768 | Time: 1651.58 ms [2021-06-13 17:26:03 main:581] : INFO : Epoch 1750 | loss: 0.0308649 | val_loss: 0.0309156 | Time: 1629.64 ms [2021-06-13 17:26:04 main:581] : INFO : Epoch 1751 | loss: 0.0308754 | val_loss: 0.0308976 | Time: 1625.1 ms [2021-06-13 17:26:06 main:581] : INFO : Epoch 1752 | loss: 0.0308368 | val_loss: 0.0308588 | Time: 1621.92 ms [2021-06-13 17:26:08 main:581] : INFO : Epoch 1753 | loss: 0.0308167 | val_loss: 0.0308431 | Time: 1619.83 ms [2021-06-13 17:26:09 main:581] : INFO : Epoch 1754 | loss: 0.0308112 | val_loss: 0.0308621 | Time: 1626.1 ms [2021-06-13 17:26:11 main:581] : INFO : Epoch 1755 | loss: 0.0308049 | val_loss: 0.030839 | Time: 1618.26 ms [2021-06-13 17:26:12 main:581] : INFO : Epoch 1756 | loss: 0.0308028 | val_loss: 0.0308554 | Time: 1620.97 ms [2021-06-13 17:26:14 main:581] : INFO : Epoch 1757 | loss: 0.0307988 | val_loss: 0.0308493 | Time: 1619.61 ms [2021-06-13 17:26:16 main:581] : INFO : Epoch 1758 | loss: 0.0308082 | val_loss: 0.0308241 | Time: 1624.99 ms [2021-06-13 17:26:17 main:581] : INFO : Epoch 1759 | loss: 0.0308067 | val_loss: 0.0308421 | Time: 1628.01 ms [2021-06-13 17:26:19 main:581] : INFO : Epoch 1760 | loss: 0.030803 | val_loss: 0.0308275 | Time: 1610.06 ms [2021-06-13 17:26:21 main:581] : INFO : Epoch 1761 | loss: 0.0307966 | val_loss: 0.0308261 | Time: 1612.47 ms [2021-06-13 17:26:22 main:581] : INFO : Epoch 1762 | loss: 0.0308101 | val_loss: 0.0308188 | Time: 1616.91 ms [2021-06-13 17:26:24 main:581] : INFO : Epoch 1763 | loss: 0.0308073 | val_loss: 0.0308124 | Time: 1613.62 ms [2021-06-13 17:26:25 main:581] : INFO : Epoch 1764 | loss: 0.0307943 | val_loss: 0.0308246 | Time: 1622.13 ms [2021-06-13 17:26:27 main:581] : INFO : Epoch 1765 | loss: 0.0307948 | val_loss: 0.0308164 | Time: 1620.46 ms [2021-06-13 17:26:29 main:581] : INFO : Epoch 1766 | loss: 0.0307864 | val_loss: 0.0308043 | Time: 1618.21 ms [2021-06-13 17:26:30 main:581] : INFO : Epoch 1767 | loss: 0.0307938 | val_loss: 0.0308291 | Time: 1606.66 ms [2021-06-13 17:26:32 main:581] : INFO : Epoch 1768 | loss: 0.0307903 | val_loss: 0.0308215 | Time: 1612.55 ms [2021-06-13 17:26:33 main:581] : INFO : Epoch 1769 | loss: 0.0307885 | val_loss: 0.0308275 | Time: 1606.12 ms [2021-06-13 17:26:35 main:581] : INFO : Epoch 1770 | loss: 0.0308265 | val_loss: 0.0312027 | Time: 1623.6 ms [2021-06-13 17:26:37 main:581] : INFO : Epoch 1771 | loss: 0.0312364 | val_loss: 0.0312436 | Time: 1611.24 ms [2021-06-13 17:26:38 main:581] : INFO : Epoch 1772 | loss: 0.0312322 | val_loss: 0.0312254 | Time: 1606.92 ms [2021-06-13 17:26:40 main:581] : INFO : Epoch 1773 | loss: 0.0312142 | val_loss: 0.0312061 | Time: 1611.09 ms [2021-06-13 17:26:42 main:581] : INFO : Epoch 1774 | loss: 0.0311832 | val_loss: 0.0311666 | Time: 1612.78 ms [2021-06-13 17:26:43 main:581] : INFO : Epoch 1775 | loss: 0.0311453 | val_loss: 0.0311283 | Time: 1604.23 ms [2021-06-13 17:26:45 main:581] : INFO : Epoch 1776 | loss: 0.0311269 | val_loss: 0.0311153 | Time: 1627 ms [2021-06-13 17:26:46 main:581] : INFO : Epoch 1777 | loss: 0.0311111 | val_loss: 0.0310994 | Time: 1626.16 ms [2021-06-13 17:26:48 main:581] : INFO : Epoch 1778 | loss: 0.0310995 | val_loss: 0.0310935 | Time: 1619.1 ms [2021-06-13 17:26:50 main:581] : INFO : Epoch 1779 | loss: 0.0310911 | val_loss: 0.0310893 | Time: 1625.03 ms [2021-06-13 17:26:51 main:581] : INFO : Epoch 1780 | loss: 0.0310848 | val_loss: 0.031086 | Time: 1624.78 ms [2021-06-13 17:26:53 main:581] : INFO : Epoch 1781 | loss: 0.0310772 | val_loss: 0.0310802 | Time: 1610.87 ms [2021-06-13 17:26:55 main:581] : INFO : Epoch 1782 | loss: 0.0310716 | val_loss: 0.0310778 | Time: 1614.59 ms [2021-06-13 17:26:56 main:581] : INFO : Epoch 1783 | loss: 0.0310587 | val_loss: 0.0310631 | Time: 1616.34 ms [2021-06-13 17:26:58 main:581] : INFO : Epoch 1784 | loss: 0.0310528 | val_loss: 0.0310571 | Time: 1611.11 ms [2021-06-13 17:26:59 main:581] : INFO : Epoch 1785 | loss: 0.0310447 | val_loss: 0.0310544 | Time: 1612.83 ms [2021-06-13 17:27:01 main:581] : INFO : Epoch 1786 | loss: 0.0310393 | val_loss: 0.0310491 | Time: 1623.25 ms [2021-06-13 17:27:03 main:581] : INFO : Epoch 1787 | loss: 0.0310297 | val_loss: 0.0310383 | Time: 1616.32 ms [2021-06-13 17:27:04 main:581] : INFO : Epoch 1788 | loss: 0.0310223 | val_loss: 0.0310312 | Time: 1619.96 ms [2021-06-13 17:27:06 main:581] : INFO : Epoch 1789 | loss: 0.0310181 | val_loss: 0.0310315 | Time: 1626.96 ms [2021-06-13 17:27:07 main:581] : INFO : Epoch 1790 | loss: 0.0310034 | val_loss: 0.0310048 | Time: 1619.95 ms [2021-06-13 17:27:09 main:581] : INFO : Epoch 1791 | loss: 0.030993 | val_loss: 0.0310011 | Time: 1618.56 ms [2021-06-13 17:27:11 main:581] : INFO : Epoch 1792 | loss: 0.031011 | val_loss: 0.0311053 | Time: 1623.11 ms [2021-06-13 17:27:12 main:581] : INFO : Epoch 1793 | loss: 0.031018 | val_loss: 0.0309997 | Time: 1618.34 ms [2021-06-13 17:27:14 main:581] : INFO : Epoch 1794 | loss: 0.0309913 | val_loss: 0.0309875 | Time: 1603.65 ms [2021-06-13 17:27:16 main:581] : INFO : Epoch 1795 | loss: 0.0309716 | val_loss: 0.0309712 | Time: 1598.95 ms [2021-06-13 17:27:17 main:581] : INFO : Epoch 1796 | loss: 0.0309649 | val_loss: 0.0309665 | Time: 1586.58 ms [2021-06-13 17:27:19 main:581] : INFO : Epoch 1797 | loss: 0.0309644 | val_loss: 0.0309902 | Time: 1604.26 ms [2021-06-13 17:27:20 main:581] : INFO : Epoch 1798 | loss: 0.0309674 | val_loss: 0.030964 | Time: 1610.35 ms [2021-06-13 17:27:22 main:581] : INFO : Epoch 1799 | loss: 0.030948 | val_loss: 0.030947 | Time: 1623.61 ms [2021-06-13 17:27:24 main:581] : INFO : Epoch 1800 | loss: 0.0309342 | val_loss: 0.0309395 | Time: 1593.61 ms [2021-06-13 17:27:25 main:581] : INFO : Epoch 1801 | loss: 0.0309237 | val_loss: 0.0309384 | Time: 1612.39 ms [2021-06-13 17:27:27 main:581] : INFO : Epoch 1802 | loss: 0.0309273 | val_loss: 0.0309297 | Time: 1609.11 ms [2021-06-13 17:27:28 main:581] : INFO : Epoch 1803 | loss: 0.0309189 | val_loss: 0.0309279 | Time: 1598.46 ms [2021-06-13 17:27:30 main:581] : INFO : Epoch 1804 | loss: 0.030906 | val_loss: 0.0309188 | Time: 1610.36 ms [2021-06-13 17:27:32 main:581] : INFO : Epoch 1805 | loss: 0.0308921 | val_loss: 0.0308996 | Time: 1612.22 ms [2021-06-13 17:27:33 main:581] : INFO : Epoch 1806 | loss: 0.030881 | val_loss: 0.0308902 | Time: 1613.17 ms [2021-06-13 17:27:35 main:581] : INFO : Epoch 1807 | loss: 0.0308814 | val_loss: 0.0309104 | Time: 1618.74 ms [2021-06-13 17:27:36 main:581] : INFO : Epoch 1808 | loss: 0.0308977 | val_loss: 0.0309839 | Time: 1621.98 ms [2021-06-13 17:27:38 main:581] : INFO : Epoch 1809 | loss: 0.0309879 | val_loss: 0.0309559 | Time: 1605.7 ms [2021-06-13 17:27:40 main:581] : INFO : Epoch 1810 | loss: 0.0309864 | val_loss: 0.0309788 | Time: 1620.74 ms [2021-06-13 17:27:41 main:581] : INFO : Epoch 1811 | loss: 0.0309494 | val_loss: 0.0309677 | Time: 1618.08 ms [2021-06-13 17:27:43 main:581] : INFO : Epoch 1812 | loss: 0.0309519 | val_loss: 0.0309685 | Time: 1614.64 ms [2021-06-13 17:27:45 main:581] : INFO : Epoch 1813 | loss: 0.0309406 | val_loss: 0.0309282 | Time: 1608.63 ms [2021-06-13 17:27:46 main:581] : INFO : Epoch 1814 | loss: 0.0309061 | val_loss: 0.0309099 | Time: 1621.68 ms [2021-06-13 17:27:48 main:581] : INFO : Epoch 1815 | loss: 0.0309074 | val_loss: 0.0309106 | Time: 1605.86 ms [2021-06-13 17:27:49 main:581] : INFO : Epoch 1816 | loss: 0.0308981 | val_loss: 0.0309268 | Time: 1604.05 ms [2021-06-13 17:27:51 main:581] : INFO : Epoch 1817 | loss: 0.0309123 | val_loss: 0.0309107 | Time: 1618.54 ms [2021-06-13 17:27:53 main:581] : INFO : Epoch 1818 | loss: 0.0308889 | val_loss: 0.0309048 | Time: 1614.5 ms [2021-06-13 17:27:54 main:581] : INFO : Epoch 1819 | loss: 0.0308817 | val_loss: 0.0308872 | Time: 1618.57 ms [2021-06-13 17:27:56 main:581] : INFO : Epoch 1820 | loss: 0.0308767 | val_loss: 0.0308846 | Time: 1629.41 ms [2021-06-13 17:27:57 main:581] : INFO : Epoch 1821 | loss: 0.0308784 | val_loss: 0.0308955 | Time: 1620.26 ms [2021-06-13 17:27:59 main:581] : INFO : Epoch 1822 | loss: 0.0308816 | val_loss: 0.0308713 | Time: 1618.97 ms [2021-06-13 17:28:01 main:581] : INFO : Epoch 1823 | loss: 0.0308654 | val_loss: 0.0308884 | Time: 1626.32 ms [2021-06-13 17:28:02 main:581] : INFO : Epoch 1824 | loss: 0.030918 | val_loss: 0.0309322 | Time: 1618.17 ms [2021-06-13 17:28:04 main:581] : INFO : Epoch 1825 | loss: 0.0308855 | val_loss: 0.0308947 | Time: 1618.67 ms [2021-06-13 17:28:06 main:581] : INFO : Epoch 1826 | loss: 0.0308628 | val_loss: 0.0308712 | Time: 1620.68 ms [2021-06-13 17:28:07 main:581] : INFO : Epoch 1827 | loss: 0.0308558 | val_loss: 0.030881 | Time: 1618.41 ms [2021-06-13 17:28:09 main:581] : INFO : Epoch 1828 | loss: 0.0308493 | val_loss: 0.0308642 | Time: 1618.63 ms [2021-06-13 17:28:10 main:581] : INFO : Epoch 1829 | loss: 0.0308443 | val_loss: 0.0308537 | Time: 1614.87 ms [2021-06-13 17:28:12 main:581] : INFO : Epoch 1830 | loss: 0.0308408 | val_loss: 0.0308629 | Time: 1613.75 ms [2021-06-13 17:28:14 main:581] : INFO : Epoch 1831 | loss: 0.0308486 | val_loss: 0.0308694 | Time: 1613.27 ms [2021-06-13 17:28:15 main:581] : INFO : Epoch 1832 | loss: 0.0308473 | val_loss: 0.0308588 | Time: 1614.69 ms [2021-06-13 17:28:17 main:581] : INFO : Epoch 1833 | loss: 0.0308375 | val_loss: 0.0308475 | Time: 1608.17 ms [2021-06-13 17:28:18 main:581] : INFO : Epoch 1834 | loss: 0.0308308 | val_loss: 0.0308493 | Time: 1602.7 ms [2021-06-13 17:28:20 main:581] : INFO : Epoch 1835 | loss: 0.0308258 | val_loss: 0.0308371 | Time: 1611.76 ms [2021-06-13 17:28:22 main:581] : INFO : Epoch 1836 | loss: 0.0308711 | val_loss: 0.0310691 | Time: 1614.77 ms [2021-06-13 17:28:23 main:581] : INFO : Epoch 1837 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 1600.16 ms [2021-06-13 17:28:25 main:581] : INFO : Epoch 1838 | loss: 0.0311697 | val_loss: 0.0311798 | Time: 1620.03 ms [2021-06-13 17:28:27 main:581] : INFO : Epoch 1839 | loss: 0.0311638 | val_loss: 0.0311648 | Time: 1625.37 ms [2021-06-13 17:28:28 main:581] : INFO : Epoch 1840 | loss: 0.0311478 | val_loss: 0.0311483 | Time: 1621.97 ms [2021-06-13 17:28:30 main:581] : INFO : Epoch 1841 | loss: 0.0311348 | val_loss: 0.0311348 | Time: 1623.57 ms [2021-06-13 17:28:31 main:581] : INFO : Epoch 1842 | loss: 0.0311241 | val_loss: 0.0311268 | Time: 1631.49 ms [2021-06-13 17:28:33 main:581] : INFO : Epoch 1843 | loss: 0.0311193 | val_loss: 0.0311211 | Time: 1620.43 ms [2021-06-13 17:28:35 main:581] : INFO : Epoch 1844 | loss: 0.0311131 | val_loss: 0.0311165 | Time: 1624.01 ms [2021-06-13 17:28:36 main:581] : INFO : Epoch 1845 | loss: 0.0311056 | val_loss: 0.0311096 | Time: 1614.08 ms [2021-06-13 17:28:38 main:581] : INFO : Epoch 1846 | loss: 0.0310975 | val_loss: 0.0310983 | Time: 1621.39 ms [2021-06-13 17:28:39 main:581] : INFO : Epoch 1847 | loss: 0.031086 | val_loss: 0.0310906 | Time: 1617.76 ms [2021-06-13 17:28:41 main:581] : INFO : Epoch 1848 | loss: 0.0310729 | val_loss: 0.0310691 | Time: 1616.94 ms [2021-06-13 17:28:43 main:581] : INFO : Epoch 1849 | loss: 0.031056 | val_loss: 0.031047 | Time: 1617.16 ms [2021-06-13 17:28:44 main:581] : INFO : Epoch 1850 | loss: 0.0310423 | val_loss: 0.031035 | Time: 1620.44 ms [2021-06-13 17:28:46 main:581] : INFO : Epoch 1851 | loss: 0.0310316 | val_loss: 0.0310235 | Time: 1621.48 ms [2021-06-13 17:28:48 main:581] : INFO : Epoch 1852 | loss: 0.0310128 | val_loss: 0.0310006 | Time: 1598.94 ms [2021-06-13 17:28:49 main:581] : INFO : Epoch 1853 | loss: 0.0309879 | val_loss: 0.0309782 | Time: 1601.81 ms [2021-06-13 17:28:51 main:581] : INFO : Epoch 1854 | loss: 0.0309701 | val_loss: 0.0309661 | Time: 1588.09 ms [2021-06-13 17:28:52 main:581] : INFO : Epoch 1855 | loss: 0.0309585 | val_loss: 0.0309552 | Time: 1614.61 ms [2021-06-13 17:28:54 main:581] : INFO : Epoch 1856 | loss: 0.0309457 | val_loss: 0.0309416 | Time: 1610.42 ms [2021-06-13 17:28:56 main:581] : INFO : Epoch 1857 | loss: 0.0309356 | val_loss: 0.0309328 | Time: 1612.43 ms [2021-06-13 17:28:57 main:581] : INFO : Epoch 1858 | loss: 0.0309218 | val_loss: 0.0309244 | Time: 1601.77 ms [2021-06-13 17:28:59 main:581] : INFO : Epoch 1859 | loss: 0.0309953 | val_loss: 0.0311139 | Time: 1613.95 ms [2021-06-13 17:29:00 main:581] : INFO : Epoch 1860 | loss: 0.0311286 | val_loss: 0.0311341 | Time: 1610.83 ms [2021-06-13 17:29:02 main:581] : INFO : Epoch 1861 | loss: 0.0311241 | val_loss: 0.0311218 | Time: 1619.34 ms [2021-06-13 17:29:04 main:581] : INFO : Epoch 1862 | loss: 0.0311136 | val_loss: 0.0311127 | Time: 1606.08 ms [2021-06-13 17:29:05 main:581] : INFO : Epoch 1863 | loss: 0.0311029 | val_loss: 0.0311049 | Time: 1608.55 ms [2021-06-13 17:29:07 main:581] : INFO : Epoch 1864 | loss: 0.0310956 | val_loss: 0.0311007 | Time: 1618.21 ms [2021-06-13 17:29:09 main:581] : INFO : Epoch 1865 | loss: 0.0310907 | val_loss: 0.0310992 | Time: 1619.18 ms [2021-06-13 17:29:10 main:581] : INFO : Epoch 1866 | loss: 0.0310886 | val_loss: 0.0310972 | Time: 1613.27 ms [2021-06-13 17:29:12 main:581] : INFO : Epoch 1867 | loss: 0.0310876 | val_loss: 0.0310932 | Time: 1615.81 ms [2021-06-13 17:29:13 main:581] : INFO : Epoch 1868 | loss: 0.0310837 | val_loss: 0.0310906 | Time: 1626.96 ms [2021-06-13 17:29:15 main:581] : INFO : Epoch 1869 | loss: 0.0310813 | val_loss: 0.0310884 | Time: 1629.11 ms [2021-06-13 17:29:17 main:581] : INFO : Epoch 1870 | loss: 0.0310778 | val_loss: 0.0310852 | Time: 1637.85 ms [2021-06-13 17:29:18 main:581] : INFO : Epoch 1871 | loss: 0.0310764 | val_loss: 0.0310806 | Time: 1611.91 ms [2021-06-13 17:29:20 main:581] : INFO : Epoch 1872 | loss: 0.0310723 | val_loss: 0.0310785 | Time: 1610.17 ms [2021-06-13 17:29:21 main:581] : INFO : Epoch 1873 | loss: 0.0310715 | val_loss: 0.0310728 | Time: 1610.09 ms [2021-06-13 17:29:23 main:581] : INFO : Epoch 1874 | loss: 0.0310644 | val_loss: 0.0310671 | Time: 1624.13 ms [2021-06-13 17:29:25 main:581] : INFO : Epoch 1875 | loss: 0.0310565 | val_loss: 0.0310612 | Time: 1634.09 ms [2021-06-13 17:29:26 main:581] : INFO : Epoch 1876 | loss: 0.0310472 | val_loss: 0.0310556 | Time: 1627.81 ms [2021-06-13 17:29:28 main:581] : INFO : Epoch 1877 | loss: 0.0310375 | val_loss: 0.0310437 | Time: 1632.37 ms [2021-06-13 17:29:30 main:581] : INFO : Epoch 1878 | loss: 0.0310294 | val_loss: 0.0310361 | Time: 1632.02 ms [2021-06-13 17:29:31 main:581] : INFO : Epoch 1879 | loss: 0.0310248 | val_loss: 0.0310239 | Time: 1629.72 ms [2021-06-13 17:29:33 main:581] : INFO : Epoch 1880 | loss: 0.0310166 | val_loss: 0.0310195 | Time: 1629.74 ms [2021-06-13 17:29:34 main:581] : INFO : Epoch 1881 | loss: 0.0310102 | val_loss: 0.0310079 | Time: 1631.46 ms [2021-06-13 17:29:36 main:581] : INFO : Epoch 1882 | loss: 0.0309976 | val_loss: 0.0310008 | Time: 1624.62 ms [2021-06-13 17:29:38 main:581] : INFO : Epoch 1883 | loss: 0.0309894 | val_loss: 0.0309922 | Time: 1616.97 ms [2021-06-13 17:29:39 main:581] : INFO : Epoch 1884 | loss: 0.0309833 | val_loss: 0.0309789 | Time: 1613.32 ms [2021-06-13 17:29:41 main:581] : INFO : Epoch 1885 | loss: 0.030988 | val_loss: 0.031042 | Time: 1633.69 ms [2021-06-13 17:29:43 main:581] : INFO : Epoch 1886 | loss: 0.0310566 | val_loss: 0.0310581 | Time: 1627.13 ms [2021-06-13 17:29:44 main:581] : INFO : Epoch 1887 | loss: 0.0310382 | val_loss: 0.0310234 | Time: 1623.97 ms [2021-06-13 17:29:46 main:581] : INFO : Epoch 1888 | loss: 0.0310149 | val_loss: 0.0310058 | Time: 1625.51 ms [2021-06-13 17:29:47 main:581] : INFO : Epoch 1889 | loss: 0.030997 | val_loss: 0.0309891 | Time: 1615.72 ms [2021-06-13 17:29:49 main:581] : INFO : Epoch 1890 | loss: 0.0309768 | val_loss: 0.0309698 | Time: 1615.24 ms [2021-06-13 17:29:51 main:581] : INFO : Epoch 1891 | loss: 0.0309642 | val_loss: 0.0309644 | Time: 1610.46 ms [2021-06-13 17:29:52 main:581] : INFO : Epoch 1892 | loss: 0.030961 | val_loss: 0.0309619 | Time: 1612.31 ms [2021-06-13 17:29:54 main:581] : INFO : Epoch 1893 | loss: 0.0309487 | val_loss: 0.0309538 | Time: 1618.17 ms [2021-06-13 17:29:56 main:581] : INFO : Epoch 1894 | loss: 0.0309399 | val_loss: 0.0309426 | Time: 1606.11 ms [2021-06-13 17:29:57 main:581] : INFO : Epoch 1895 | loss: 0.0309436 | val_loss: 0.0309413 | Time: 1620.02 ms [2021-06-13 17:29:59 main:581] : INFO : Epoch 1896 | loss: 0.0309368 | val_loss: 0.0309527 | Time: 1621.7 ms [2021-06-13 17:30:00 main:581] : INFO : Epoch 1897 | loss: 0.0309294 | val_loss: 0.0309372 | Time: 1632.22 ms [2021-06-13 17:30:02 main:581] : INFO : Epoch 1898 | loss: 0.0309697 | val_loss: 0.0309801 | Time: 1601.96 ms [2021-06-13 17:30:04 main:581] : INFO : Epoch 1899 | loss: 0.0309694 | val_loss: 0.0309533 | Time: 1610.65 ms [2021-06-13 17:30:05 main:581] : INFO : Epoch 1900 | loss: 0.030968 | val_loss: 0.0309923 | Time: 1619.44 ms [2021-06-13 17:30:07 main:581] : INFO : Epoch 1901 | loss: 0.030974 | val_loss: 0.0309693 | Time: 1625.5 ms [2021-06-13 17:30:09 main:581] : INFO : Epoch 1902 | loss: 0.0309492 | val_loss: 0.030975 | Time: 1623.42 ms [2021-06-13 17:30:10 main:581] : INFO : Epoch 1903 | loss: 0.0309586 | val_loss: 0.0309477 | Time: 1617.24 ms [2021-06-13 17:30:12 main:581] : INFO : Epoch 1904 | loss: 0.0309238 | val_loss: 0.0309428 | Time: 1607.34 ms [2021-06-13 17:30:13 main:581] : INFO : Epoch 1905 | loss: 0.0309092 | val_loss: 0.0309135 | Time: 1595.01 ms [2021-06-13 17:30:15 main:581] : INFO : Epoch 1906 | loss: 0.0309049 | val_loss: 0.0309333 | Time: 1612.82 ms [2021-06-13 17:30:17 main:581] : INFO : Epoch 1907 | loss: 0.030922 | val_loss: 0.030925 | Time: 1639.85 ms [2021-06-13 17:30:18 main:581] : INFO : Epoch 1908 | loss: 0.0309102 | val_loss: 0.0309086 | Time: 1618.77 ms [2021-06-13 17:30:20 main:581] : INFO : Epoch 1909 | loss: 0.0309042 | val_loss: 0.0309826 | Time: 1609.03 ms [2021-06-13 17:30:21 main:581] : INFO : Epoch 1910 | loss: 0.0309058 | val_loss: 0.0309205 | Time: 1611.16 ms [2021-06-13 17:30:23 main:581] : INFO : Epoch 1911 | loss: 0.0309749 | val_loss: 0.031 | Time: 1607.53 ms [2021-06-13 17:30:25 main:581] : INFO : Epoch 1912 | loss: 0.0309748 | val_loss: 0.0309697 | Time: 1602.71 ms [2021-06-13 17:30:26 main:581] : INFO : Epoch 1913 | loss: 0.0309511 | val_loss: 0.030951 | Time: 1608.36 ms [2021-06-13 17:30:28 main:581] : INFO : Epoch 1914 | loss: 0.0309482 | val_loss: 0.0309825 | Time: 1628.75 ms [2021-06-13 17:30:29 main:581] : INFO : Epoch 1915 | loss: 0.0309683 | val_loss: 0.030994 | Time: 1622.18 ms [2021-06-13 17:30:31 main:581] : INFO : Epoch 1916 | loss: 0.0309779 | val_loss: 0.0310041 | Time: 1616.16 ms [2021-06-13 17:30:33 main:581] : INFO : Epoch 1917 | loss: 0.0310023 | val_loss: 0.0310025 | Time: 1618.84 ms [2021-06-13 17:30:34 main:581] : INFO : Epoch 1918 | loss: 0.0309859 | val_loss: 0.030985 | Time: 1619.82 ms [2021-06-13 17:30:36 main:581] : INFO : Epoch 1919 | loss: 0.0309685 | val_loss: 0.0309776 | Time: 1620.46 ms [2021-06-13 17:30:38 main:581] : INFO : Epoch 1920 | loss: 0.0309513 | val_loss: 0.030961 | Time: 1595.94 ms [2021-06-13 17:30:39 main:581] : INFO : Epoch 1921 | loss: 0.0309344 | val_loss: 0.0309455 | Time: 1619.58 ms [2021-06-13 17:30:41 main:581] : INFO : Epoch 1922 | loss: 0.0309249 | val_loss: 0.0309372 | Time: 1621.11 ms [2021-06-13 17:30:42 main:581] : INFO : Epoch 1923 | loss: 0.0309102 | val_loss: 0.0309216 | Time: 1620.94 ms [2021-06-13 17:30:44 main:581] : INFO : Epoch 1924 | loss: 0.0308932 | val_loss: 0.0309158 | Time: 1600.01 ms [2021-06-13 17:30:46 main:581] : INFO : Epoch 1925 | loss: 0.0309111 | val_loss: 0.0309308 | Time: 1615.19 ms [2021-06-13 17:30:47 main:581] : INFO : Epoch 1926 | loss: 0.0309099 | val_loss: 0.0309125 | Time: 1619.11 ms [2021-06-13 17:30:49 main:581] : INFO : Epoch 1927 | loss: 0.0308829 | val_loss: 0.030887 | Time: 1619.72 ms [2021-06-13 17:30:50 main:581] : INFO : Epoch 1928 | loss: 0.0308725 | val_loss: 0.0308806 | Time: 1601.43 ms [2021-06-13 17:30:52 main:581] : INFO : Epoch 1929 | loss: 0.0309433 | val_loss: 0.0311153 | Time: 1608.68 ms [2021-06-13 17:30:54 main:581] : INFO : Epoch 1930 | loss: 0.0311365 | val_loss: 0.0311333 | Time: 1588.63 ms [2021-06-13 17:30:55 main:581] : INFO : Epoch 1931 | loss: 0.0311187 | val_loss: 0.0310965 | Time: 1603.36 ms [2021-06-13 17:30:57 main:581] : INFO : Epoch 1932 | loss: 0.031088 | val_loss: 0.0310652 | Time: 1622.58 ms [2021-06-13 17:30:59 main:581] : INFO : Epoch 1933 | loss: 0.0310628 | val_loss: 0.0310378 | Time: 1628.49 ms [2021-06-13 17:31:00 main:581] : INFO : Epoch 1934 | loss: 0.0310345 | val_loss: 0.031015 | Time: 1639.91 ms [2021-06-13 17:31:02 main:581] : INFO : Epoch 1935 | loss: 0.031014 | val_loss: 0.0310014 | Time: 1631.1 ms [2021-06-13 17:31:03 main:581] : INFO : Epoch 1936 | loss: 0.0310002 | val_loss: 0.0310082 | Time: 1628 ms [2021-06-13 17:31:05 main:581] : INFO : Epoch 1937 | loss: 0.0309816 | val_loss: 0.0309798 | Time: 1628.99 ms [2021-06-13 17:31:07 main:581] : INFO : Epoch 1938 | loss: 0.0309634 | val_loss: 0.030955 | Time: 1614.45 ms [2021-06-13 17:31:08 main:581] : INFO : Epoch 1939 | loss: 0.0309558 | val_loss: 0.0309659 | Time: 1613.76 ms [2021-06-13 17:31:10 main:581] : INFO : Epoch 1940 | loss: 0.0309355 | val_loss: 0.0309426 | Time: 1625.26 ms [2021-06-13 17:31:12 main:581] : INFO : Epoch 1941 | loss: 0.0309182 | val_loss: 0.0309261 | Time: 1631.09 ms [2021-06-13 17:31:13 main:581] : INFO : Epoch 1942 | loss: 0.0309051 | val_loss: 0.030924 | Time: 1617.92 ms [2021-06-13 17:31:15 main:581] : INFO : Epoch 1943 | loss: 0.0308959 | val_loss: 0.0309076 | Time: 1606.76 ms [2021-06-13 17:31:16 main:581] : INFO : Epoch 1944 | loss: 0.0308975 | val_loss: 0.0309727 | Time: 1628.76 ms [2021-06-13 17:31:18 main:581] : INFO : Epoch 1945 | loss: 0.0309346 | val_loss: 0.0309354 | Time: 1619.5 ms [2021-06-13 17:31:20 main:581] : INFO : Epoch 1946 | loss: 0.0309063 | val_loss: 0.0309213 | Time: 1617.09 ms [2021-06-13 17:31:21 main:581] : INFO : Epoch 1947 | loss: 0.0308935 | val_loss: 0.0309145 | Time: 1618.93 ms [2021-06-13 17:31:23 main:581] : INFO : Epoch 1948 | loss: 0.030879 | val_loss: 0.0309034 | Time: 1619.3 ms [2021-06-13 17:31:24 main:581] : INFO : Epoch 1949 | loss: 0.0308731 | val_loss: 0.0309099 | Time: 1612.53 ms [2021-06-13 17:31:26 main:581] : INFO : Epoch 1950 | loss: 0.0308839 | val_loss: 0.0309468 | Time: 1611.42 ms [2021-06-13 17:31:28 main:581] : INFO : Epoch 1951 | loss: 0.0308849 | val_loss: 0.0309221 | Time: 1603.07 ms [2021-06-13 17:31:29 main:581] : INFO : Epoch 1952 | loss: 0.0308864 | val_loss: 0.0309441 | Time: 1604.32 ms [2021-06-13 17:31:31 main:581] : INFO : Epoch 1953 | loss: 0.0309989 | val_loss: 0.031035 | Time: 1625.98 ms [2021-06-13 17:31:33 main:581] : INFO : Epoch 1954 | loss: 0.0309802 | val_loss: 0.0309581 | Time: 1617.49 ms [2021-06-13 17:31:34 main:581] : INFO : Epoch 1955 | loss: 0.0309295 | val_loss: 0.0309297 | Time: 1609.31 ms [2021-06-13 17:31:36 main:581] : INFO : Epoch 1956 | loss: 0.0308949 | val_loss: 0.0309266 | Time: 1602.94 ms [2021-06-13 17:31:37 main:581] : INFO : Epoch 1957 | loss: 0.0308718 | val_loss: 0.0308922 | Time: 1596.53 ms [2021-06-13 17:31:39 main:581] : INFO : Epoch 1958 | loss: 0.0308638 | val_loss: 0.0308773 | Time: 1590.42 ms [2021-06-13 17:31:41 main:581] : INFO : Epoch 1959 | loss: 0.0308505 | val_loss: 0.0308683 | Time: 1612.21 ms [2021-06-13 17:31:42 main:581] : INFO : Epoch 1960 | loss: 0.0308467 | val_loss: 0.0308693 | Time: 1611.83 ms [2021-06-13 17:31:44 main:581] : INFO : Epoch 1961 | loss: 0.030839 | val_loss: 0.0308741 | Time: 1606.14 ms [2021-06-13 17:31:45 main:581] : INFO : Epoch 1962 | loss: 0.0308342 | val_loss: 0.030881 | Time: 1605.25 ms [2021-06-13 17:31:47 main:581] : INFO : Epoch 1963 | loss: 0.0308264 | val_loss: 0.0308679 | Time: 1611 ms [2021-06-13 17:31:49 main:581] : INFO : Epoch 1964 | loss: 0.0308224 | val_loss: 0.0308554 | Time: 1607.92 ms [2021-06-13 17:31:50 main:581] : INFO : Epoch 1965 | loss: 0.0308189 | val_loss: 0.0308549 | Time: 1607.16 ms [2021-06-13 17:31:52 main:581] : INFO : Epoch 1966 | loss: 0.0308224 | val_loss: 0.0308524 | Time: 1620.51 ms [2021-06-13 17:31:53 main:581] : INFO : Epoch 1967 | loss: 0.030823 | val_loss: 0.0308491 | Time: 1617.2 ms [2021-06-13 17:31:55 main:581] : INFO : Epoch 1968 | loss: 0.0308988 | val_loss: 0.0311034 | Time: 1605.89 ms [2021-06-13 17:31:57 main:581] : INFO : Epoch 1969 | loss: 0.0311096 | val_loss: 0.031102 | Time: 1602.35 ms [2021-06-13 17:31:58 main:581] : INFO : Epoch 1970 | loss: 0.0310974 | val_loss: 0.0310831 | Time: 1643.34 ms [2021-06-13 17:32:00 main:581] : INFO : Epoch 1971 | loss: 0.0310718 | val_loss: 0.0310718 | Time: 1656 ms [2021-06-13 17:32:02 main:581] : INFO : Epoch 1972 | loss: 0.0310498 | val_loss: 0.0310498 | Time: 1638.68 ms [2021-06-13 17:32:03 main:581] : INFO : Epoch 1973 | loss: 0.0310311 | val_loss: 0.0310345 | Time: 1643 ms [2021-06-13 17:32:05 main:581] : INFO : Epoch 1974 | loss: 0.0310217 | val_loss: 0.0310269 | Time: 1648.25 ms [2021-06-13 17:32:07 main:581] : INFO : Epoch 1975 | loss: 0.0310153 | val_loss: 0.0310202 | Time: 1637.21 ms [2021-06-13 17:32:08 main:581] : INFO : Epoch 1976 | loss: 0.0310097 | val_loss: 0.0310131 | Time: 1639.17 ms [2021-06-13 17:32:10 main:581] : INFO : Epoch 1977 | loss: 0.0310053 | val_loss: 0.0310065 | Time: 1643.19 ms [2021-06-13 17:32:11 main:581] : INFO : Epoch 1978 | loss: 0.0309932 | val_loss: 0.0309924 | Time: 1638.94 ms [2021-06-13 17:32:13 main:581] : INFO : Epoch 1979 | loss: 0.0309837 | val_loss: 0.0309861 | Time: 1638.1 ms [2021-06-13 17:32:15 main:581] : INFO : Epoch 1980 | loss: 0.030966 | val_loss: 0.0309626 | Time: 1641.84 ms [2021-06-13 17:32:16 main:581] : INFO : Epoch 1981 | loss: 0.0309475 | val_loss: 0.0309492 | Time: 1640.59 ms [2021-06-13 17:32:18 main:581] : INFO : Epoch 1982 | loss: 0.0309287 | val_loss: 0.0309271 | Time: 1642.36 ms [2021-06-13 17:32:20 main:581] : INFO : Epoch 1983 | loss: 0.0309097 | val_loss: 0.0309192 | Time: 1642.52 ms [2021-06-13 17:32:21 main:581] : INFO : Epoch 1984 | loss: 0.0308965 | val_loss: 0.0309076 | Time: 1641.79 ms [2021-06-13 17:32:23 main:581] : INFO : Epoch 1985 | loss: 0.0308944 | val_loss: 0.0308899 | Time: 1645.96 ms [2021-06-13 17:32:25 main:581] : INFO : Epoch 1986 | loss: 0.0308833 | val_loss: 0.0308982 | Time: 1640.28 ms [2021-06-13 17:32:26 main:581] : INFO : Epoch 1987 | loss: 0.0308785 | val_loss: 0.0308983 | Time: 1637.71 ms [2021-06-13 17:32:28 main:581] : INFO : Epoch 1988 | loss: 0.0308661 | val_loss: 0.0308743 | Time: 1645.05 ms [2021-06-13 17:32:30 main:581] : INFO : Epoch 1989 | loss: 0.0308566 | val_loss: 0.030864 | Time: 1644.44 ms [2021-06-13 17:32:31 main:581] : INFO : Epoch 1990 | loss: 0.03085 | val_loss: 0.030861 | Time: 1639.31 ms [2021-06-13 17:32:33 main:581] : INFO : Epoch 1991 | loss: 0.0308426 | val_loss: 0.0308514 | Time: 1647.05 ms [2021-06-13 17:32:34 main:581] : INFO : Epoch 1992 | loss: 0.0308377 | val_loss: 0.0308456 | Time: 1643 ms [2021-06-13 17:32:36 main:581] : INFO : Epoch 1993 | loss: 0.0308369 | val_loss: 0.0308478 | Time: 1639.21 ms [2021-06-13 17:32:38 main:581] : INFO : Epoch 1994 | loss: 0.0308313 | val_loss: 0.0308516 | Time: 1638.1 ms [2021-06-13 17:32:39 main:581] : INFO : Epoch 1995 | loss: 0.0308281 | val_loss: 0.0308489 | Time: 1647.74 ms [2021-06-13 17:32:41 main:581] : INFO : Epoch 1996 | loss: 0.030833 | val_loss: 0.0308366 | Time: 1637.36 ms [2021-06-13 17:32:43 main:581] : INFO : Epoch 1997 | loss: 0.0308156 | val_loss: 0.0308418 | Time: 1640.55 ms [2021-06-13 17:32:44 main:581] : INFO : Epoch 1998 | loss: 0.0308277 | val_loss: 0.0308682 | Time: 1646.81 ms [2021-06-13 17:32:46 main:581] : INFO : Epoch 1999 | loss: 0.0308924 | val_loss: 0.0308954 | Time: 1640.66 ms [2021-06-13 17:32:48 main:581] : INFO : Epoch 2000 | loss: 0.0308525 | val_loss: 0.0308656 | Time: 1640.92 ms [2021-06-13 17:32:49 main:581] : INFO : Epoch 2001 | loss: 0.0308274 | val_loss: 0.0308467 | Time: 1640.78 ms [2021-06-13 17:32:51 main:581] : INFO : Epoch 2002 | loss: 0.0308476 | val_loss: 0.0308392 | Time: 1639.43 ms [2021-06-13 17:32:52 main:581] : INFO : Epoch 2003 | loss: 0.0308173 | val_loss: 0.0308374 | Time: 1641.89 ms [2021-06-13 17:32:54 main:581] : INFO : Epoch 2004 | loss: 0.0308371 | val_loss: 0.0309915 | Time: 1642.8 ms [2021-06-13 17:32:56 main:581] : INFO : Epoch 2005 | loss: 0.0310685 | val_loss: 0.0310555 | Time: 1644.08 ms [2021-06-13 17:32:57 main:581] : INFO : Epoch 2006 | loss: 0.0309772 | val_loss: 0.0309555 | Time: 1642.07 ms [2021-06-13 17:32:59 main:581] : INFO : Epoch 2007 | loss: 0.030954 | val_loss: 0.0309419 | Time: 1641.18 ms [2021-06-13 17:33:01 main:581] : INFO : Epoch 2008 | loss: 0.0309402 | val_loss: 0.0309195 | Time: 1649.61 ms [2021-06-13 17:33:02 main:581] : INFO : Epoch 2009 | loss: 0.0309089 | val_loss: 0.0309198 | Time: 1642.55 ms [2021-06-13 17:33:04 main:581] : INFO : Epoch 2010 | loss: 0.0308897 | val_loss: 0.0308805 | Time: 1644.55 ms [2021-06-13 17:33:06 main:581] : INFO : Epoch 2011 | loss: 0.0309075 | val_loss: 0.0310115 | Time: 1639.81 ms [2021-06-13 17:33:07 main:581] : INFO : Epoch 2012 | loss: 0.0310065 | val_loss: 0.0309992 | Time: 1643.3 ms [2021-06-13 17:33:09 main:581] : INFO : Epoch 2013 | loss: 0.0309742 | val_loss: 0.0309633 | Time: 1643.06 ms [2021-06-13 17:33:11 main:581] : INFO : Epoch 2014 | loss: 0.0309427 | val_loss: 0.030947 | Time: 1640.94 ms [2021-06-13 17:33:12 main:581] : INFO : Epoch 2015 | loss: 0.0309159 | val_loss: 0.030931 | Time: 1639.95 ms [2021-06-13 17:33:14 main:581] : INFO : Epoch 2016 | loss: 0.0308989 | val_loss: 0.0309311 | Time: 1644.75 ms [2021-06-13 17:33:15 main:581] : INFO : Epoch 2017 | loss: 0.0308973 | val_loss: 0.0309254 | Time: 1629.7 ms [2021-06-13 17:33:17 main:581] : INFO : Epoch 2018 | loss: 0.0308917 | val_loss: 0.0308933 | Time: 1617.53 ms [2021-06-13 17:33:19 main:581] : INFO : Epoch 2019 | loss: 0.030866 | val_loss: 0.0309009 | Time: 1616.39 ms [2021-06-13 17:33:20 main:581] : INFO : Epoch 2020 | loss: 0.030893 | val_loss: 0.030951 | Time: 1600.81 ms [2021-06-13 17:33:22 main:581] : INFO : Epoch 2021 | loss: 0.0309481 | val_loss: 0.0309504 | Time: 1603.44 ms [2021-06-13 17:33:24 main:581] : INFO : Epoch 2022 | loss: 0.0309947 | val_loss: 0.0310912 | Time: 1613.95 ms [2021-06-13 17:33:25 main:581] : INFO : Epoch 2023 | loss: 0.0310909 | val_loss: 0.0310929 | Time: 1617.77 ms [2021-06-13 17:33:27 main:581] : INFO : Epoch 2024 | loss: 0.0310669 | val_loss: 0.0310632 | Time: 1623.47 ms [2021-06-13 17:33:28 main:581] : INFO : Epoch 2025 | loss: 0.0310295 | val_loss: 0.0310322 | Time: 1624.04 ms [2021-06-13 17:33:30 main:581] : INFO : Epoch 2026 | loss: 0.0310069 | val_loss: 0.0310188 | Time: 1593.77 ms [2021-06-13 17:33:32 main:581] : INFO : Epoch 2027 | loss: 0.0309915 | val_loss: 0.0310047 | Time: 1599.26 ms [2021-06-13 17:33:33 main:581] : INFO : Epoch 2028 | loss: 0.0309935 | val_loss: 0.0310295 | Time: 1613.74 ms [2021-06-13 17:33:35 main:581] : INFO : Epoch 2029 | loss: 0.0310165 | val_loss: 0.0310223 | Time: 1624.08 ms [2021-06-13 17:33:36 main:581] : INFO : Epoch 2030 | loss: 0.0309965 | val_loss: 0.0310025 | Time: 1615.43 ms [2021-06-13 17:33:38 main:581] : INFO : Epoch 2031 | loss: 0.0309756 | val_loss: 0.0309791 | Time: 1633.07 ms [2021-06-13 17:33:40 main:581] : INFO : Epoch 2032 | loss: 0.030962 | val_loss: 0.0309725 | Time: 1630.76 ms [2021-06-13 17:33:41 main:581] : INFO : Epoch 2033 | loss: 0.0309605 | val_loss: 0.030967 | Time: 1622.88 ms [2021-06-13 17:33:43 main:581] : INFO : Epoch 2034 | loss: 0.030965 | val_loss: 0.0309716 | Time: 1618.96 ms [2021-06-13 17:33:45 main:581] : INFO : Epoch 2035 | loss: 0.0309562 | val_loss: 0.0309575 | Time: 1608.1 ms [2021-06-13 17:33:46 main:581] : INFO : Epoch 2036 | loss: 0.0309483 | val_loss: 0.0309619 | Time: 1610.9 ms [2021-06-13 17:33:48 main:581] : INFO : Epoch 2037 | loss: 0.0309505 | val_loss: 0.0309569 | Time: 1609.24 ms [2021-06-13 17:33:49 main:581] : INFO : Epoch 2038 | loss: 0.0309446 | val_loss: 0.03095 | Time: 1629.59 ms [2021-06-13 17:33:51 main:581] : INFO : Epoch 2039 | loss: 0.0309411 | val_loss: 0.0309478 | Time: 1606.85 ms [2021-06-13 17:33:53 main:581] : INFO : Epoch 2040 | loss: 0.0309373 | val_loss: 0.0309467 | Time: 1595.82 ms [2021-06-13 17:33:54 main:581] : INFO : Epoch 2041 | loss: 0.030933 | val_loss: 0.0309442 | Time: 1602.4 ms [2021-06-13 17:33:56 main:581] : INFO : Epoch 2042 | loss: 0.0309305 | val_loss: 0.0309363 | Time: 1609.77 ms [2021-06-13 17:33:57 main:581] : INFO : Epoch 2043 | loss: 0.0309321 | val_loss: 0.0309343 | Time: 1617.62 ms [2021-06-13 17:33:59 main:581] : INFO : Epoch 2044 | loss: 0.0309278 | val_loss: 0.030934 | Time: 1611.37 ms [2021-06-13 17:34:01 main:581] : INFO : Epoch 2045 | loss: 0.0309235 | val_loss: 0.0309538 | Time: 1619.5 ms [2021-06-13 17:34:02 main:581] : INFO : Epoch 2046 | loss: 0.0309228 | val_loss: 0.0309308 | Time: 1616.8 ms [2021-06-13 17:34:04 main:581] : INFO : Epoch 2047 | loss: 0.0309186 | val_loss: 0.0309348 | Time: 1621.28 ms [2021-06-13 17:34:06 main:581] : INFO : Epoch 2048 | loss: 0.0309148 | val_loss: 0.0309274 | Time: 1620.11 ms [2021-06-13 17:34:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0309274 [2021-06-13 17:34:06 main:610] : INFO : Saving end state to config to file [2021-06-13 17:34:06 main:615] : INFO : Success, exiting.. 17:34:06 (420403): 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)