Task 5700198
| Name | ParityMachine-1625432883-11184-1_0 |
| Workunit | 3537027 |
| Created | 7 Jul 2021, 10:43:08 UTC |
| Sent | 12 Jul 2021, 3:08:58 UTC |
| Report deadline | 19 Jul 2021, 3:08:58 UTC |
| Received | 12 Jul 2021, 11:18:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 5 hours 3 min 45 sec |
| CPU time | 5 hours 2 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 9048.56 ms
[2021-07-12 12:03:23 main:574] : INFO : Epoch 1543 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 8943.92 ms
[2021-07-12 12:03:32 main:574] : INFO : Epoch 1544 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 9047.54 ms
[2021-07-12 12:03:41 main:574] : INFO : Epoch 1545 | loss: 0.0311766 | val_loss: 0.031179 | Time: 8906.45 ms
[2021-07-12 12:03:50 main:574] : INFO : Epoch 1546 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 9058.59 ms
[2021-07-12 12:03:59 main:574] : INFO : Epoch 1547 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 8982.29 ms
[2021-07-12 12:04:08 main:574] : INFO : Epoch 1548 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 8913.64 ms
[2021-07-12 12:04:17 main:574] : INFO : Epoch 1549 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 9024.53 ms
[2021-07-12 12:04:26 main:574] : INFO : Epoch 1550 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 9009.07 ms
[2021-07-12 12:04:35 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 8832.89 ms
[2021-07-12 12:04:44 main:574] : INFO : Epoch 1552 | loss: 0.031176 | val_loss: 0.031179 | Time: 9145.84 ms
[2021-07-12 12:04:53 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 8907.34 ms
[2021-07-12 12:05:02 main:574] : INFO : Epoch 1554 | loss: 0.031175 | val_loss: 0.0311763 | Time: 9010.21 ms
[2021-07-12 12:05:11 main:574] : INFO : Epoch 1555 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 8951.71 ms
[2021-07-12 12:05:20 main:574] : INFO : Epoch 1556 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 9026.66 ms
[2021-07-12 12:05:29 main:574] : INFO : Epoch 1557 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 8908.12 ms
[2021-07-12 12:05:38 main:574] : INFO : Epoch 1558 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 9015.84 ms
[2021-07-12 12:05:47 main:574] : INFO : Epoch 1559 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 9036.76 ms
[2021-07-12 12:05:56 main:574] : INFO : Epoch 1560 | loss: 0.0311712 | val_loss: 0.0311747 | Time: 8893.62 ms
[2021-07-12 12:06:05 main:574] : INFO : Epoch 1561 | loss: 0.0311709 | val_loss: 0.0311801 | Time: 9068.26 ms
[2021-07-12 12:06:14 main:574] : INFO : Epoch 1562 | loss: 0.03117 | val_loss: 0.0311732 | Time: 9006.07 ms
[2021-07-12 12:06:23 main:574] : INFO : Epoch 1563 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 8986.32 ms
[2021-07-12 12:06:32 main:574] : INFO : Epoch 1564 | loss: 0.031169 | val_loss: 0.0311729 | Time: 8966.95 ms
[2021-07-12 12:06:41 main:574] : INFO : Epoch 1565 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 8979.05 ms
[2021-07-12 12:06:50 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311723 | Time: 8976.82 ms
[2021-07-12 12:06:59 main:574] : INFO : Epoch 1567 | loss: 0.0311684 | val_loss: 0.031172 | Time: 9025.09 ms
[2021-07-12 12:07:08 main:574] : INFO : Epoch 1568 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 9027.77 ms
[2021-07-12 12:07:17 main:574] : INFO : Epoch 1569 | loss: 0.031167 | val_loss: 0.0311732 | Time: 8942.55 ms
[2021-07-12 12:07:26 main:574] : INFO : Epoch 1570 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 9035.58 ms
[2021-07-12 12:07:35 main:574] : INFO : Epoch 1571 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 8915.64 ms
[2021-07-12 12:07:44 main:574] : INFO : Epoch 1572 | loss: 0.0311664 | val_loss: 0.0311722 | Time: 9011.93 ms
[2021-07-12 12:07:53 main:574] : INFO : Epoch 1573 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 8979.6 ms
[2021-07-12 12:08:02 main:574] : INFO : Epoch 1574 | loss: 0.0311667 | val_loss: 0.031176 | Time: 9007.96 ms
[2021-07-12 12:08:11 main:574] : INFO : Epoch 1575 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 9011.18 ms
[2021-07-12 12:08:20 main:574] : INFO : Epoch 1576 | loss: 0.0311675 | val_loss: 0.031177 | Time: 8930.25 ms
[2021-07-12 12:08:29 main:574] : INFO : Epoch 1577 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 8931.5 ms
[2021-07-12 12:08:38 main:574] : INFO : Epoch 1578 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 8926.27 ms
[2021-07-12 12:08:47 main:574] : INFO : Epoch 1579 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 8946.35 ms
[2021-07-12 12:08:56 main:574] : INFO : Epoch 1580 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 9041.39 ms
[2021-07-12 12:09:05 main:574] : INFO : Epoch 1581 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 8963.61 ms
[2021-07-12 12:09:14 main:574] : INFO : Epoch 1582 | loss: 0.0311683 | val_loss: 0.0311714 | Time: 9026.4 ms
[2021-07-12 12:09:23 main:574] : INFO : Epoch 1583 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 9003.8 ms
[2021-07-12 12:09:32 main:574] : INFO : Epoch 1584 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 8936.89 ms
[2021-07-12 12:09:41 main:574] : INFO : Epoch 1585 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 9020.67 ms
[2021-07-12 12:09:50 main:574] : INFO : Epoch 1586 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 9017.72 ms
[2021-07-12 12:09:59 main:574] : INFO : Epoch 1587 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 9093.95 ms
[2021-07-12 12:10:08 main:574] : INFO : Epoch 1588 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 8896.34 ms
[2021-07-12 12:10:17 main:574] : INFO : Epoch 1589 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 9115.04 ms
[2021-07-12 12:10:26 main:574] : INFO : Epoch 1590 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 8996.68 ms
[2021-07-12 12:10:35 main:574] : INFO : Epoch 1591 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 8938.48 ms
[2021-07-12 12:10:44 main:574] : INFO : Epoch 1592 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 9040.72 ms
[2021-07-12 12:10:53 main:574] : INFO : Epoch 1593 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 8912.47 ms
[2021-07-12 12:11:02 main:574] : INFO : Epoch 1594 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 9002.76 ms
[2021-07-12 12:11:11 main:574] : INFO : Epoch 1595 | loss: 0.0311613 | val_loss: 0.031171 | Time: 8966.55 ms
[2021-07-12 12:11:20 main:574] : INFO : Epoch 1596 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 9021.12 ms
[2021-07-12 12:11:29 main:574] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311738 | Time: 8980.94 ms
[2021-07-12 12:11:38 main:574] : INFO : Epoch 1598 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 8917.5 ms
[2021-07-12 12:11:47 main:574] : INFO : Epoch 1599 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 9065.2 ms
[2021-07-12 12:11:56 main:574] : INFO : Epoch 1600 | loss: 0.0311597 | val_loss: 0.03117 | Time: 8906.15 ms
[2021-07-12 12:12:05 main:574] : INFO : Epoch 1601 | loss: 0.0311621 | val_loss: 0.0311717 | Time: 9091.24 ms
[2021-07-12 12:12:14 main:574] : INFO : Epoch 1602 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 8917.71 ms
[2021-07-12 12:12:23 main:574] : INFO : Epoch 1603 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 9009.5 ms
[2021-07-12 12:12:32 main:574] : INFO : Epoch 1604 | loss: 0.0311588 | val_loss: 0.0311712 | Time: 9027.39 ms
[2021-07-12 12:12:41 main:574] : INFO : Epoch 1605 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 8888.21 ms
[2021-07-12 12:12:50 main:574] : INFO : Epoch 1606 | loss: 0.0311578 | val_loss: 0.031172 | Time: 8981.36 ms
[2021-07-12 12:12:59 main:574] : INFO : Epoch 1607 | loss: 0.0311583 | val_loss: 0.0311689 | Time: 9032.52 ms
[2021-07-12 12:13:08 main:574] : INFO : Epoch 1608 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 8995.53 ms
[2021-07-12 12:13:17 main:574] : INFO : Epoch 1609 | loss: 0.0311612 | val_loss: 0.0311701 | Time: 9005.54 ms
[2021-07-12 12:13:26 main:574] : INFO : Epoch 1610 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 8987.04 ms
[2021-07-12 12:13:35 main:574] : INFO : Epoch 1611 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 9027.97 ms
[2021-07-12 12:13:44 main:574] : INFO : Epoch 1612 | loss: 0.0311581 | val_loss: 0.031169 | Time: 8994.49 ms
[2021-07-12 12:13:53 main:574] : INFO : Epoch 1613 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 8993.46 ms
[2021-07-12 12:14:02 main:574] : INFO : Epoch 1614 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 8976.49 ms
[2021-07-12 12:14:11 main:574] : INFO : Epoch 1615 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 8973.46 ms
[2021-07-12 12:14:20 main:574] : INFO : Epoch 1616 | loss: 0.0311599 | val_loss: 0.0311853 | Time: 8975.7 ms
[2021-07-12 12:14:29 main:574] : INFO : Epoch 1617 | loss: 0.0311633 | val_loss: 0.0311869 | Time: 9004.82 ms
[2021-07-12 12:14:38 main:574] : INFO : Epoch 1618 | loss: 0.0311651 | val_loss: 0.0311707 | Time: 9011.79 ms
[2021-07-12 12:14:47 main:574] : INFO : Epoch 1619 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 8871.98 ms
[2021-07-12 12:14:56 main:574] : INFO : Epoch 1620 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 9042.08 ms
[2021-07-12 12:15:05 main:574] : INFO : Epoch 1621 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 8888.99 ms
[2021-07-12 12:15:14 main:574] : INFO : Epoch 1622 | loss: 0.0311553 | val_loss: 0.0311698 | Time: 9017.78 ms
[2021-07-12 12:15:23 main:574] : INFO : Epoch 1623 | loss: 0.0311557 | val_loss: 0.0311717 | Time: 8970.13 ms
[2021-07-12 12:15:32 main:574] : INFO : Epoch 1624 | loss: 0.0311539 | val_loss: 0.0311712 | Time: 8899.01 ms
[2021-07-12 12:15:41 main:574] : INFO : Epoch 1625 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 9112.62 ms
[2021-07-12 12:15:50 main:574] : INFO : Epoch 1626 | loss: 0.0311546 | val_loss: 0.0311743 | Time: 8909.15 ms
[2021-07-12 12:15:59 main:574] : INFO : Epoch 1627 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 9017.35 ms
[2021-07-12 12:16:08 main:574] : INFO : Epoch 1628 | loss: 0.0311552 | val_loss: 0.0311722 | Time: 8910.59 ms
[2021-07-12 12:16:17 main:574] : INFO : Epoch 1629 | loss: 0.0311533 | val_loss: 0.0311694 | Time: 8935.43 ms
[2021-07-12 12:16:26 main:574] : INFO : Epoch 1630 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 9029.74 ms
[2021-07-12 12:16:35 main:574] : INFO : Epoch 1631 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 8865.38 ms
[2021-07-12 12:16:44 main:574] : INFO : Epoch 1632 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 9122.29 ms
[2021-07-12 12:16:53 main:574] : INFO : Epoch 1633 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 8968.09 ms
[2021-07-12 12:17:02 main:574] : INFO : Epoch 1634 | loss: 0.0311561 | val_loss: 0.0311748 | Time: 8978.75 ms
[2021-07-12 12:17:11 main:574] : INFO : Epoch 1635 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 9067.48 ms
[2021-07-12 12:17:20 main:574] : INFO : Epoch 1636 | loss: 0.031151 | val_loss: 0.0311739 | Time: 8872.43 ms
[2021-07-12 12:17:29 main:574] : INFO : Epoch 1637 | loss: 0.031152 | val_loss: 0.0311699 | Time: 9016.59 ms
[2021-07-12 12:17:38 main:574] : INFO : Epoch 1638 | loss: 0.0311532 | val_loss: 0.0311725 | Time: 8945.86 ms
[2021-07-12 12:17:47 main:574] : INFO : Epoch 1639 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 9056.83 ms
[2021-07-12 12:17:56 main:574] : INFO : Epoch 1640 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 8955.17 ms
[2021-07-12 12:18:05 main:574] : INFO : Epoch 1641 | loss: 0.0311496 | val_loss: 0.031168 | Time: 8920.11 ms
[2021-07-12 12:18:14 main:574] : INFO : Epoch 1642 | loss: 0.0311495 | val_loss: 0.0311698 | Time: 8981.38 ms
[2021-07-12 12:18:23 main:574] : INFO : Epoch 1643 | loss: 0.0311508 | val_loss: 0.0311714 | Time: 8932.02 ms
[2021-07-12 12:18:32 main:574] : INFO : Epoch 1644 | loss: 0.0311509 | val_loss: 0.0311719 | Time: 8984.08 ms
[2021-07-12 12:18:41 main:574] : INFO : Epoch 1645 | loss: 0.03115 | val_loss: 0.0311707 | Time: 8914.32 ms
[2021-07-12 12:18:50 main:574] : INFO : Epoch 1646 | loss: 0.031151 | val_loss: 0.0311714 | Time: 9026.65 ms
[2021-07-12 12:18:59 main:574] : INFO : Epoch 1647 | loss: 0.031151 | val_loss: 0.0311685 | Time: 8878.88 ms
[2021-07-12 12:19:08 main:574] : INFO : Epoch 1648 | loss: 0.0311489 | val_loss: 0.0311687 | Time: 8934.94 ms
[2021-07-12 12:19:17 main:574] : INFO : Epoch 1649 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 8991.19 ms
[2021-07-12 12:19:26 main:574] : INFO : Epoch 1650 | loss: 0.0311495 | val_loss: 0.0311706 | Time: 8937.46 ms
[2021-07-12 12:19:35 main:574] : INFO : Epoch 1651 | loss: 0.0311507 | val_loss: 0.0311673 | Time: 9013.08 ms
[2021-07-12 12:19:44 main:574] : INFO : Epoch 1652 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 8890.64 ms
[2021-07-12 12:19:53 main:574] : INFO : Epoch 1653 | loss: 0.0311492 | val_loss: 0.0311865 | Time: 9031.79 ms
[2021-07-12 12:20:01 main:574] : INFO : Epoch 1654 | loss: 0.0311537 | val_loss: 0.031174 | Time: 8912.84 ms
[2021-07-12 12:20:10 main:574] : INFO : Epoch 1655 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 8854.96 ms
[2021-07-12 12:20:19 main:574] : INFO : Epoch 1656 | loss: 0.0311474 | val_loss: 0.0311678 | Time: 8972.21 ms
[2021-07-12 12:20:28 main:574] : INFO : Epoch 1657 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 8924.13 ms
[2021-07-12 12:20:37 main:574] : INFO : Epoch 1658 | loss: 0.0311508 | val_loss: 0.0311699 | Time: 8845.1 ms
[2021-07-12 12:20:46 main:574] : INFO : Epoch 1659 | loss: 0.0311469 | val_loss: 0.0311682 | Time: 9050.77 ms
[2021-07-12 12:20:55 main:574] : INFO : Epoch 1660 | loss: 0.0311448 | val_loss: 0.0311735 | Time: 8860.3 ms
[2021-07-12 12:21:04 main:574] : INFO : Epoch 1661 | loss: 0.0311476 | val_loss: 0.0311674 | Time: 8997.77 ms
[2021-07-12 12:21:13 main:574] : INFO : Epoch 1662 | loss: 0.0311457 | val_loss: 0.0311692 | Time: 8852.76 ms
[2021-07-12 12:21:22 main:574] : INFO : Epoch 1663 | loss: 0.0311461 | val_loss: 0.0311697 | Time: 8976.55 ms
[2021-07-12 12:21:31 main:574] : INFO : Epoch 1664 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 8955.8 ms
[2021-07-12 12:21:40 main:574] : INFO : Epoch 1665 | loss: 0.0311467 | val_loss: 0.0311681 | Time: 8882.1 ms
[2021-07-12 12:21:49 main:574] : INFO : Epoch 1666 | loss: 0.0311468 | val_loss: 0.031175 | Time: 8938.19 ms
[2021-07-12 12:21:58 main:574] : INFO : Epoch 1667 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 8895.44 ms
[2021-07-12 12:22:07 main:574] : INFO : Epoch 1668 | loss: 0.0311465 | val_loss: 0.0311712 | Time: 9030.07 ms
[2021-07-12 12:22:16 main:574] : INFO : Epoch 1669 | loss: 0.0311458 | val_loss: 0.031169 | Time: 8847.66 ms
[2021-07-12 12:22:24 main:574] : INFO : Epoch 1670 | loss: 0.0311435 | val_loss: 0.0311688 | Time: 8899.79 ms
[2021-07-12 12:22:34 main:574] : INFO : Epoch 1671 | loss: 0.031143 | val_loss: 0.0311672 | Time: 9012.46 ms
[2021-07-12 12:22:42 main:574] : INFO : Epoch 1672 | loss: 0.0311447 | val_loss: 0.0311702 | Time: 8842.33 ms
[2021-07-12 12:22:51 main:574] : INFO : Epoch 1673 | loss: 0.0311449 | val_loss: 0.031167 | Time: 8932.95 ms
[2021-07-12 12:23:00 main:574] : INFO : Epoch 1674 | loss: 0.0311452 | val_loss: 0.0311678 | Time: 8940.88 ms
[2021-07-12 12:23:09 main:574] : INFO : Epoch 1675 | loss: 0.0311431 | val_loss: 0.0311662 | Time: 8911.08 ms
[2021-07-12 12:23:18 main:574] : INFO : Epoch 1676 | loss: 0.0311439 | val_loss: 0.0311677 | Time: 8891.24 ms
[2021-07-12 12:23:27 main:574] : INFO : Epoch 1677 | loss: 0.0311438 | val_loss: 0.0311711 | Time: 8978.48 ms
[2021-07-12 12:23:36 main:574] : INFO : Epoch 1678 | loss: 0.031144 | val_loss: 0.0311708 | Time: 8886.59 ms
[2021-07-12 12:23:45 main:574] : INFO : Epoch 1679 | loss: 0.0311498 | val_loss: 0.0311661 | Time: 9034.99 ms
[2021-07-12 12:23:54 main:574] : INFO : Epoch 1680 | loss: 0.031148 | val_loss: 0.0311764 | Time: 8874.42 ms
[2021-07-12 12:24:03 main:574] : INFO : Epoch 1681 | loss: 0.031145 | val_loss: 0.0311679 | Time: 8992.76 ms
[2021-07-12 12:24:12 main:574] : INFO : Epoch 1682 | loss: 0.031149 | val_loss: 0.0311658 | Time: 8942.07 ms
[2021-07-12 12:24:21 main:574] : INFO : Epoch 1683 | loss: 0.0311411 | val_loss: 0.0311738 | Time: 8917.37 ms
[2021-07-12 12:24:30 main:574] : INFO : Epoch 1684 | loss: 0.031144 | val_loss: 0.0311716 | Time: 8940.49 ms
[2021-07-12 12:24:39 main:574] : INFO : Epoch 1685 | loss: 0.0311441 | val_loss: 0.031169 | Time: 8934.35 ms
[2021-07-12 12:24:48 main:574] : INFO : Epoch 1686 | loss: 0.031146 | val_loss: 0.0311664 | Time: 8938.67 ms
[2021-07-12 12:24:57 main:574] : INFO : Epoch 1687 | loss: 0.0311456 | val_loss: 0.0311673 | Time: 8981.55 ms
[2021-07-12 12:25:06 main:574] : INFO : Epoch 1688 | loss: 0.0311439 | val_loss: 0.0311692 | Time: 8866.81 ms
[2021-07-12 12:25:15 main:574] : INFO : Epoch 1689 | loss: 0.0311423 | val_loss: 0.0311682 | Time: 9086.81 ms
[2021-07-12 12:25:23 main:574] : INFO : Epoch 1690 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 8823.33 ms
[2021-07-12 12:25:32 main:574] : INFO : Epoch 1691 | loss: 0.0311461 | val_loss: 0.0311695 | Time: 8983.38 ms
[2021-07-12 12:25:41 main:574] : INFO : Epoch 1692 | loss: 0.0311414 | val_loss: 0.031167 | Time: 8973.17 ms
[2021-07-12 12:25:50 main:574] : INFO : Epoch 1693 | loss: 0.031141 | val_loss: 0.0311713 | Time: 8893.76 ms
[2021-07-12 12:25:59 main:574] : INFO : Epoch 1694 | loss: 0.0311401 | val_loss: 0.0311684 | Time: 9017.81 ms
[2021-07-12 12:26:08 main:574] : INFO : Epoch 1695 | loss: 0.031141 | val_loss: 0.0311688 | Time: 8899.47 ms
[2021-07-12 12:26:17 main:574] : INFO : Epoch 1696 | loss: 0.0311405 | val_loss: 0.0311705 | Time: 8945.65 ms
[2021-07-12 12:26:26 main:574] : INFO : Epoch 1697 | loss: 0.0311409 | val_loss: 0.0311683 | Time: 8959.38 ms
[2021-07-12 12:26:35 main:574] : INFO : Epoch 1698 | loss: 0.0311428 | val_loss: 0.031168 | Time: 8840.79 ms
[2021-07-12 12:26:44 main:574] : INFO : Epoch 1699 | loss: 0.0311441 | val_loss: 0.0311703 | Time: 9074.48 ms
[2021-07-12 12:26:53 main:574] : INFO : Epoch 1700 | loss: 0.0311437 | val_loss: 0.0311675 | Time: 8852.33 ms
[2021-07-12 12:27:02 main:574] : INFO : Epoch 1701 | loss: 0.0311418 | val_loss: 0.0311689 | Time: 9090.56 ms
[2021-07-12 12:27:11 main:574] : INFO : Epoch 1702 | loss: 0.0311398 | val_loss: 0.0311673 | Time: 8917.84 ms
[2021-07-12 12:27:20 main:574] : INFO : Epoch 1703 | loss: 0.0311424 | val_loss: 0.0311717 | Time: 8972.14 ms
[2021-07-12 12:27:29 main:574] : INFO : Epoch 1704 | loss: 0.031141 | val_loss: 0.031167 | Time: 8916.73 ms
[2021-07-12 12:27:38 main:574] : INFO : Epoch 1705 | loss: 0.0311447 | val_loss: 0.0311796 | Time: 8834.49 ms
[2021-07-12 12:27:47 main:574] : INFO : Epoch 1706 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 8986.7 ms
[2021-07-12 12:27:56 main:574] : INFO : Epoch 1707 | loss: 0.0311401 | val_loss: 0.0311661 | Time: 8929.89 ms
[2021-07-12 12:28:05 main:574] : INFO : Epoch 1708 | loss: 0.031142 | val_loss: 0.0311691 | Time: 8925.06 ms
[2021-07-12 12:28:14 main:574] : INFO : Epoch 1709 | loss: 0.0311408 | val_loss: 0.0311667 | Time: 8967.68 ms
[2021-07-12 12:28:23 main:574] : INFO : Epoch 1710 | loss: 0.0311419 | val_loss: 0.0311705 | Time: 8848.74 ms
[2021-07-12 12:28:32 main:574] : INFO : Epoch 1711 | loss: 0.0311404 | val_loss: 0.0311679 | Time: 8948.41 ms
[2021-07-12 12:28:40 main:574] : INFO : Epoch 1712 | loss: 0.031138 | val_loss: 0.031168 | Time: 8902.03 ms
[2021-07-12 12:28:49 main:574] : INFO : Epoch 1713 | loss: 0.0311384 | val_loss: 0.0311711 | Time: 8876.12 ms
[2021-07-12 12:28:58 main:574] : INFO : Epoch 1714 | loss: 0.0311383 | val_loss: 0.0311696 | Time: 8993.22 ms
[2021-07-12 12:29:07 main:574] : INFO : Epoch 1715 | loss: 0.0311403 | val_loss: 0.0311716 | Time: 8937.04 ms
[2021-07-12 12:29:16 main:574] : INFO : Epoch 1716 | loss: 0.031139 | val_loss: 0.0311686 | Time: 8914.48 ms
[2021-07-12 12:29:25 main:574] : INFO : Epoch 1717 | loss: 0.0311402 | val_loss: 0.0311665 | Time: 8959.01 ms
[2021-07-12 12:29:34 main:574] : INFO : Epoch 1718 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 8921.59 ms
[2021-07-12 12:29:43 main:574] : INFO : Epoch 1719 | loss: 0.0311416 | val_loss: 0.0311715 | Time: 8876.3 ms
[2021-07-12 12:29:52 main:574] : INFO : Epoch 1720 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 9041.92 ms
[2021-07-12 12:30:01 main:574] : INFO : Epoch 1721 | loss: 0.0311408 | val_loss: 0.0311671 | Time: 8843.93 ms
[2021-07-12 12:30:10 main:574] : INFO : Epoch 1722 | loss: 0.0311433 | val_loss: 0.0311631 | Time: 8993.55 ms
[2021-07-12 12:30:19 main:574] : INFO : Epoch 1723 | loss: 0.0311421 | val_loss: 0.0311662 | Time: 8903.89 ms
[2021-07-12 12:30:28 main:574] : INFO : Epoch 1724 | loss: 0.031139 | val_loss: 0.0311679 | Time: 8864.81 ms
[2021-07-12 12:30:37 main:574] : INFO : Epoch 1725 | loss: 0.0311382 | val_loss: 0.0311647 | Time: 8991 ms
[2021-07-12 12:30:46 main:574] : INFO : Epoch 1726 | loss: 0.0311402 | val_loss: 0.0311663 | Time: 8827.5 ms
[2021-07-12 12:30:55 main:574] : INFO : Epoch 1727 | loss: 0.0311414 | val_loss: 0.031172 | Time: 9011.54 ms
[2021-07-12 12:31:03 main:574] : INFO : Epoch 1728 | loss: 0.0311384 | val_loss: 0.0311691 | Time: 8817.43 ms
[2021-07-12 12:31:12 main:574] : INFO : Epoch 1729 | loss: 0.0311386 | val_loss: 0.0311702 | Time: 8958.64 ms
[2021-07-12 12:31:21 main:574] : INFO : Epoch 1730 | loss: 0.0311386 | val_loss: 0.031168 | Time: 8906.33 ms
[2021-07-12 12:31:30 main:574] : INFO : Epoch 1731 | loss: 0.0311373 | val_loss: 0.0311679 | Time: 8762.23 ms
[2021-07-12 12:31:39 main:574] : INFO : Epoch 1732 | loss: 0.0311348 | val_loss: 0.0311662 | Time: 9057.44 ms
[2021-07-12 12:31:48 main:574] : INFO : Epoch 1733 | loss: 0.0311388 | val_loss: 0.031171 | Time: 8792.95 ms
[2021-07-12 12:31:57 main:574] : INFO : Epoch 1734 | loss: 0.0311396 | val_loss: 0.0311705 | Time: 8948.42 ms
[2021-07-12 12:32:06 main:574] : INFO : Epoch 1735 | loss: 0.0311393 | val_loss: 0.0311677 | Time: 8952.77 ms
[2021-07-12 12:32:15 main:574] : INFO : Epoch 1736 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 8785.63 ms
[2021-07-12 12:32:24 main:574] : INFO : Epoch 1737 | loss: 0.0311383 | val_loss: 0.0311693 | Time: 9003.64 ms
[2021-07-12 12:32:33 main:574] : INFO : Epoch 1738 | loss: 0.0311388 | val_loss: 0.0311765 | Time: 8798.9 ms
[2021-07-12 12:32:41 main:574] : INFO : Epoch 1739 | loss: 0.0311369 | val_loss: 0.0311682 | Time: 8882.43 ms
[2021-07-12 12:32:50 main:574] : INFO : Epoch 1740 | loss: 0.0311353 | val_loss: 0.0311651 | Time: 8832.93 ms
[2021-07-12 12:32:59 main:574] : INFO : Epoch 1741 | loss: 0.031137 | val_loss: 0.031167 | Time: 8765.07 ms
[2021-07-12 12:33:08 main:574] : INFO : Epoch 1742 | loss: 0.0311363 | val_loss: 0.0311714 | Time: 8882.24 ms
[2021-07-12 12:33:17 main:574] : INFO : Epoch 1743 | loss: 0.0311402 | val_loss: 0.0311698 | Time: 8823.59 ms
[2021-07-12 12:33:26 main:574] : INFO : Epoch 1744 | loss: 0.0311443 | val_loss: 0.0311698 | Time: 8913.23 ms
[2021-07-12 12:33:35 main:574] : INFO : Epoch 1745 | loss: 0.0311457 | val_loss: 0.031171 | Time: 8821.48 ms
[2021-07-12 12:33:44 main:574] : INFO : Epoch 1746 | loss: 0.0311415 | val_loss: 0.031179 | Time: 8865.71 ms
[2021-07-12 12:33:52 main:574] : INFO : Epoch 1747 | loss: 0.0311391 | val_loss: 0.0311677 | Time: 8781.48 ms
[2021-07-12 12:34:01 main:574] : INFO : Epoch 1748 | loss: 0.0311373 | val_loss: 0.0311668 | Time: 8882.76 ms
[2021-07-12 12:34:10 main:574] : INFO : Epoch 1749 | loss: 0.0311402 | val_loss: 0.0311728 | Time: 8892.64 ms
[2021-07-12 12:34:19 main:574] : INFO : Epoch 1750 | loss: 0.0311385 | val_loss: 0.0311648 | Time: 8822.08 ms
[2021-07-12 12:34:28 main:574] : INFO : Epoch 1751 | loss: 0.031137 | val_loss: 0.0311682 | Time: 8873.43 ms
[2021-07-12 12:34:37 main:574] : INFO : Epoch 1752 | loss: 0.03114 | val_loss: 0.0311678 | Time: 8816.1 ms
[2021-07-12 12:34:46 main:574] : INFO : Epoch 1753 | loss: 0.0311394 | val_loss: 0.0311718 | Time: 8861.19 ms
[2021-07-12 12:34:54 main:574] : INFO : Epoch 1754 | loss: 0.0311389 | val_loss: 0.0311628 | Time: 8847.43 ms
[2021-07-12 12:35:03 main:574] : INFO : Epoch 1755 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 8798.53 ms
[2021-07-12 12:35:12 main:574] : INFO : Epoch 1756 | loss: 0.0311414 | val_loss: 0.0311718 | Time: 8896.19 ms
[2021-07-12 12:35:21 main:574] : INFO : Epoch 1757 | loss: 0.0311393 | val_loss: 0.0311667 | Time: 8822.56 ms
[2021-07-12 12:35:30 main:574] : INFO : Epoch 1758 | loss: 0.0311389 | val_loss: 0.0311696 | Time: 8815.4 ms
[2021-07-12 12:35:39 main:574] : INFO : Epoch 1759 | loss: 0.0311454 | val_loss: 0.031175 | Time: 8958.55 ms
[2021-07-12 12:35:48 main:574] : INFO : Epoch 1760 | loss: 0.0311397 | val_loss: 0.0311711 | Time: 8762.85 ms
[2021-07-12 12:35:57 main:574] : INFO : Epoch 1761 | loss: 0.0311379 | val_loss: 0.0311638 | Time: 9002.88 ms
[2021-07-12 12:36:05 main:574] : INFO : Epoch 1762 | loss: 0.031137 | val_loss: 0.0311694 | Time: 8842.57 ms
[2021-07-12 12:36:14 main:574] : INFO : Epoch 1763 | loss: 0.0311356 | val_loss: 0.031168 | Time: 8813.93 ms
[2021-07-12 12:36:23 main:574] : INFO : Epoch 1764 | loss: 0.031135 | val_loss: 0.0311639 | Time: 8952.97 ms
[2021-07-12 12:36:32 main:574] : INFO : Epoch 1765 | loss: 0.0311361 | val_loss: 0.0311622 | Time: 8746.41 ms
[2021-07-12 12:36:41 main:574] : INFO : Epoch 1766 | loss: 0.0311335 | val_loss: 0.0311649 | Time: 9013.2 ms
[2021-07-12 12:36:50 main:574] : INFO : Epoch 1767 | loss: 0.0311336 | val_loss: 0.0311615 | Time: 8708.85 ms
[2021-07-12 12:36:59 main:574] : INFO : Epoch 1768 | loss: 0.0311385 | val_loss: 0.0311658 | Time: 8901.16 ms
[2021-07-12 12:37:07 main:574] : INFO : Epoch 1769 | loss: 0.031138 | val_loss: 0.031167 | Time: 8824.48 ms
[2021-07-12 12:37:16 main:574] : INFO : Epoch 1770 | loss: 0.031139 | val_loss: 0.031164 | Time: 8906.14 ms
[2021-07-12 12:37:25 main:574] : INFO : Epoch 1771 | loss: 0.0311396 | val_loss: 0.031162 | Time: 8783.11 ms
[2021-07-12 12:37:34 main:574] : INFO : Epoch 1772 | loss: 0.0311362 | val_loss: 0.031165 | Time: 8872.24 ms
[2021-07-12 12:37:43 main:574] : INFO : Epoch 1773 | loss: 0.031139 | val_loss: 0.0311673 | Time: 8785.63 ms
[2021-07-12 12:37:52 main:574] : INFO : Epoch 1774 | loss: 0.0311392 | val_loss: 0.0311653 | Time: 8720.51 ms
[2021-07-12 12:38:00 main:574] : INFO : Epoch 1775 | loss: 0.0311399 | val_loss: 0.0311667 | Time: 8884.97 ms
[2021-07-12 12:38:09 main:574] : INFO : Epoch 1776 | loss: 0.0311354 | val_loss: 0.0311635 | Time: 8791.38 ms
[2021-07-12 12:38:18 main:574] : INFO : Epoch 1777 | loss: 0.0311367 | val_loss: 0.0311803 | Time: 8861.78 ms
[2021-07-12 12:38:27 main:574] : INFO : Epoch 1778 | loss: 0.0311388 | val_loss: 0.0311665 | Time: 8855.32 ms
[2021-07-12 12:38:36 main:574] : INFO : Epoch 1779 | loss: 0.0311344 | val_loss: 0.0311647 | Time: 8811.27 ms
[2021-07-12 12:38:45 main:574] : INFO : Epoch 1780 | loss: 0.0311334 | val_loss: 0.0311684 | Time: 8896.01 ms
[2021-07-12 12:38:54 main:574] : INFO : Epoch 1781 | loss: 0.0311375 | val_loss: 0.0311726 | Time: 8786.93 ms
[2021-07-12 12:39:02 main:574] : INFO : Epoch 1782 | loss: 0.0311346 | val_loss: 0.0311747 | Time: 8755.36 ms
[2021-07-12 12:39:11 main:574] : INFO : Epoch 1783 | loss: 0.0311354 | val_loss: 0.0311615 | Time: 8942.33 ms
[2021-07-12 12:39:20 main:574] : INFO : Epoch 1784 | loss: 0.0311358 | val_loss: 0.0311656 | Time: 8763.54 ms
[2021-07-12 12:39:29 main:574] : INFO : Epoch 1785 | loss: 0.0311397 | val_loss: 0.0311638 | Time: 8859.02 ms
[2021-07-12 12:39:38 main:574] : INFO : Epoch 1786 | loss: 0.0311414 | val_loss: 0.0311636 | Time: 8859.68 ms
[2021-07-12 12:39:47 main:574] : INFO : Epoch 1787 | loss: 0.0311404 | val_loss: 0.0311644 | Time: 8754.68 ms
[2021-07-12 12:39:55 main:574] : INFO : Epoch 1788 | loss: 0.0311361 | val_loss: 0.0311667 | Time: 8894.12 ms
[2021-07-12 12:40:04 main:574] : INFO : Epoch 1789 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 8806.92 ms
[2021-07-12 12:40:13 main:574] : INFO : Epoch 1790 | loss: 0.0311392 | val_loss: 0.0311656 | Time: 8978.45 ms
[2021-07-12 12:40:22 main:574] : INFO : Epoch 1791 | loss: 0.0311422 | val_loss: 0.0311633 | Time: 8807.97 ms
[2021-07-12 12:40:31 main:574] : INFO : Epoch 1792 | loss: 0.0311376 | val_loss: 0.0311648 | Time: 8875.36 ms
[2021-07-12 12:40:40 main:574] : INFO : Epoch 1793 | loss: 0.0311364 | val_loss: 0.0311648 | Time: 8816.02 ms
[2021-07-12 12:40:49 main:574] : INFO : Epoch 1794 | loss: 0.0311375 | val_loss: 0.0311654 | Time: 8845.89 ms
[2021-07-12 12:40:57 main:574] : INFO : Epoch 1795 | loss: 0.0311352 | val_loss: 0.0311601 | Time: 8787.45 ms
[2021-07-12 12:41:06 main:574] : INFO : Epoch 1796 | loss: 0.0311332 | val_loss: 0.0311644 | Time: 8800.39 ms
[2021-07-12 12:41:15 main:574] : INFO : Epoch 1797 | loss: 0.031136 | val_loss: 0.0311594 | Time: 8890.01 ms
[2021-07-12 12:41:24 main:574] : INFO : Epoch 1798 | loss: 0.0311439 | val_loss: 0.0311691 | Time: 8749.73 ms
[2021-07-12 12:41:33 main:574] : INFO : Epoch 1799 | loss: 0.0311382 | val_loss: 0.0311684 | Time: 8869.33 ms
[2021-07-12 12:41:42 main:574] : INFO : Epoch 1800 | loss: 0.0311376 | val_loss: 0.0311764 | Time: 8797.1 ms
[2021-07-12 12:41:50 main:574] : INFO : Epoch 1801 | loss: 0.0311346 | val_loss: 0.0311651 | Time: 8864.77 ms
[2021-07-12 12:41:59 main:574] : INFO : Epoch 1802 | loss: 0.0311383 | val_loss: 0.031165 | Time: 8791.36 ms
[2021-07-12 12:42:08 main:574] : INFO : Epoch 1803 | loss: 0.0311418 | val_loss: 0.0311665 | Time: 8843.2 ms
[2021-07-12 12:42:17 main:574] : INFO : Epoch 1804 | loss: 0.0311403 | val_loss: 0.0311633 | Time: 8868.76 ms
[2021-07-12 12:42:26 main:574] : INFO : Epoch 1805 | loss: 0.0311341 | val_loss: 0.031163 | Time: 8855.03 ms
[2021-07-12 12:42:35 main:574] : INFO : Epoch 1806 | loss: 0.0311334 | val_loss: 0.0311659 | Time: 8798.95 ms
[2021-07-12 12:42:44 main:574] : INFO : Epoch 1807 | loss: 0.0311358 | val_loss: 0.0311669 | Time: 8911.55 ms
[2021-07-12 12:42:52 main:574] : INFO : Epoch 1808 | loss: 0.0311388 | val_loss: 0.031166 | Time: 8826.9 ms
[2021-07-12 12:43:01 main:574] : INFO : Epoch 1809 | loss: 0.0311423 | val_loss: 0.0311615 | Time: 8902.55 ms
[2021-07-12 12:43:10 main:574] : INFO : Epoch 1810 | loss: 0.0311376 | val_loss: 0.031169 | Time: 8817.44 ms
[2021-07-12 12:43:19 main:574] : INFO : Epoch 1811 | loss: 0.031138 | val_loss: 0.0311654 | Time: 8834.24 ms
[2021-07-12 12:43:28 main:574] : INFO : Epoch 1812 | loss: 0.0311365 | val_loss: 0.031163 | Time: 8809.27 ms
[2021-07-12 12:43:37 main:574] : INFO : Epoch 1813 | loss: 0.0311322 | val_loss: 0.0311667 | Time: 8803.42 ms
[2021-07-12 12:43:46 main:574] : INFO : Epoch 1814 | loss: 0.031132 | val_loss: 0.0311667 | Time: 8907.98 ms
[2021-07-12 12:43:54 main:574] : INFO : Epoch 1815 | loss: 0.0311307 | val_loss: 0.0311678 | Time: 8803.9 ms
[2021-07-12 12:44:03 main:574] : INFO : Epoch 1816 | loss: 0.0311297 | val_loss: 0.0311681 | Time: 8877.71 ms
[2021-07-12 12:44:12 main:574] : INFO : Epoch 1817 | loss: 0.0311323 | val_loss: 0.0311648 | Time: 8776.76 ms
[2021-07-12 12:44:21 main:574] : INFO : Epoch 1818 | loss: 0.0311321 | val_loss: 0.0311643 | Time: 8915.12 ms
[2021-07-12 12:44:30 main:574] : INFO : Epoch 1819 | loss: 0.0311343 | val_loss: 0.0311638 | Time: 8768.69 ms
[2021-07-12 12:44:39 main:574] : INFO : Epoch 1820 | loss: 0.0311333 | val_loss: 0.0311634 | Time: 8879.55 ms
[2021-07-12 12:44:48 main:574] : INFO : Epoch 1821 | loss: 0.0311336 | val_loss: 0.0311649 | Time: 8869.05 ms
[2021-07-12 12:44:56 main:574] : INFO : Epoch 1822 | loss: 0.0311314 | val_loss: 0.0311616 | Time: 8775.64 ms
[2021-07-12 12:45:05 main:574] : INFO : Epoch 1823 | loss: 0.0311323 | val_loss: 0.031166 | Time: 8880.94 ms
[2021-07-12 12:45:14 main:574] : INFO : Epoch 1824 | loss: 0.0311352 | val_loss: 0.0311645 | Time: 8821.29 ms
[2021-07-12 12:45:23 main:574] : INFO : Epoch 1825 | loss: 0.0311354 | val_loss: 0.031161 | Time: 8911.43 ms
[2021-07-12 12:45:32 main:574] : INFO : Epoch 1826 | loss: 0.0311332 | val_loss: 0.0311617 | Time: 8805.91 ms
[2021-07-12 12:45:41 main:574] : INFO : Epoch 1827 | loss: 0.0311326 | val_loss: 0.0311688 | Time: 8853.59 ms
[2021-07-12 12:45:50 main:574] : INFO : Epoch 1828 | loss: 0.0311334 | val_loss: 0.0311674 | Time: 8864.98 ms
[2021-07-12 12:45:58 main:574] : INFO : Epoch 1829 | loss: 0.0311292 | val_loss: 0.0311655 | Time: 8800.61 ms
[2021-07-12 12:46:07 main:574] : INFO : Epoch 1830 | loss: 0.0311299 | val_loss: 0.0311725 | Time: 8741.26 ms
[2021-07-12 12:46:16 main:574] : INFO : Epoch 1831 | loss: 0.0311317 | val_loss: 0.0311698 | Time: 8865.27 ms
[2021-07-12 12:46:25 main:574] : INFO : Epoch 1832 | loss: 0.0311347 | val_loss: 0.0311682 | Time: 8794.51 ms
[2021-07-12 12:46:34 main:574] : INFO : Epoch 1833 | loss: 0.0311308 | val_loss: 0.0311669 | Time: 8884.14 ms
[2021-07-12 12:46:43 main:574] : INFO : Epoch 1834 | loss: 0.0311309 | val_loss: 0.0311729 | Time: 8795.76 ms
[2021-07-12 12:46:51 main:574] : INFO : Epoch 1835 | loss: 0.0311296 | val_loss: 0.0311714 | Time: 8820.13 ms
[2021-07-12 12:47:00 main:574] : INFO : Epoch 1836 | loss: 0.0311299 | val_loss: 0.0311648 | Time: 8866.54 ms
[2021-07-12 12:47:09 main:574] : INFO : Epoch 1837 | loss: 0.031128 | val_loss: 0.0311682 | Time: 8775.09 ms
[2021-07-12 12:47:18 main:574] : INFO : Epoch 1838 | loss: 0.0311304 | val_loss: 0.0311725 | Time: 8891.45 ms
[2021-07-12 12:47:27 main:574] : INFO : Epoch 1839 | loss: 0.031135 | val_loss: 0.0311633 | Time: 8753.75 ms
[2021-07-12 12:47:36 main:574] : INFO : Epoch 1840 | loss: 0.0311366 | val_loss: 0.0311595 | Time: 8990.53 ms
[2021-07-12 12:47:45 main:574] : INFO : Epoch 1841 | loss: 0.0311499 | val_loss: 0.0311576 | Time: 8787.23 ms
[2021-07-12 12:47:53 main:574] : INFO : Epoch 1842 | loss: 0.0311428 | val_loss: 0.0311542 | Time: 8880.46 ms
[2021-07-12 12:48:02 main:574] : INFO : Epoch 1843 | loss: 0.0311392 | val_loss: 0.0311582 | Time: 8865.78 ms
[2021-07-12 12:48:11 main:574] : INFO : Epoch 1844 | loss: 0.0311372 | val_loss: 0.0311595 | Time: 8735.04 ms
[2021-07-12 12:48:20 main:574] : INFO : Epoch 1845 | loss: 0.0311378 | val_loss: 0.0311583 | Time: 8961.27 ms
[2021-07-12 12:48:29 main:574] : INFO : Epoch 1846 | loss: 0.0311373 | val_loss: 0.0311662 | Time: 8784.19 ms
[2021-07-12 12:48:38 main:574] : INFO : Epoch 1847 | loss: 0.0311363 | val_loss: 0.0311627 | Time: 8905.47 ms
[2021-07-12 12:48:47 main:574] : INFO : Epoch 1848 | loss: 0.0311359 | val_loss: 0.0311611 | Time: 8811.2 ms
[2021-07-12 12:48:56 main:574] : INFO : Epoch 1849 | loss: 0.0311371 | val_loss: 0.0311586 | Time: 8926.43 ms
[2021-07-12 12:49:04 main:574] : INFO : Epoch 1850 | loss: 0.0311328 | val_loss: 0.031161 | Time: 8749.12 ms
[2021-07-12 12:49:13 main:574] : INFO : Epoch 1851 | loss: 0.0311295 | val_loss: 0.0311626 | Time: 8793.44 ms
[2021-07-12 12:49:22 main:574] : INFO : Epoch 1852 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 8858.29 ms
[2021-07-12 12:49:31 main:574] : INFO : Epoch 1853 | loss: 0.0311333 | val_loss: 0.0311669 | Time: 8843.47 ms
[2021-07-12 12:49:40 main:574] : INFO : Epoch 1854 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 8896.19 ms
[2021-07-12 12:49:49 main:574] : INFO : Epoch 1855 | loss: 0.0311345 | val_loss: 0.0311619 | Time: 8796.52 ms
[2021-07-12 12:49:57 main:574] : INFO : Epoch 1856 | loss: 0.0311331 | val_loss: 0.0311635 | Time: 8835.59 ms
[2021-07-12 12:50:06 main:574] : INFO : Epoch 1857 | loss: 0.0311313 | val_loss: 0.0311611 | Time: 8827.6 ms
[2021-07-12 12:50:15 main:574] : INFO : Epoch 1858 | loss: 0.0311306 | val_loss: 0.0311603 | Time: 8844.37 ms
[2021-07-12 12:50:24 main:574] : INFO : Epoch 1859 | loss: 0.03113 | val_loss: 0.0311593 | Time: 8843.99 ms
[2021-07-12 12:50:33 main:574] : INFO : Epoch 1860 | loss: 0.0311293 | val_loss: 0.0311634 | Time: 8830.55 ms
[2021-07-12 12:50:42 main:574] : INFO : Epoch 1861 | loss: 0.0311298 | val_loss: 0.0311642 | Time: 8827.14 ms
[2021-07-12 12:50:51 main:574] : INFO : Epoch 1862 | loss: 0.0311298 | val_loss: 0.0311592 | Time: 8868.86 ms
[2021-07-12 12:50:59 main:574] : INFO : Epoch 1863 | loss: 0.0311308 | val_loss: 0.0311602 | Time: 8819.17 ms
[2021-07-12 12:51:08 main:574] : INFO : Epoch 1864 | loss: 0.031133 | val_loss: 0.0311656 | Time: 8837.07 ms
[2021-07-12 12:51:17 main:574] : INFO : Epoch 1865 | loss: 0.0311294 | val_loss: 0.0311588 | Time: 8848.84 ms
[2021-07-12 12:51:26 main:574] : INFO : Epoch 1866 | loss: 0.0311279 | val_loss: 0.0311632 | Time: 8807.17 ms
[2021-07-12 12:51:35 main:574] : INFO : Epoch 1867 | loss: 0.0311285 | val_loss: 0.0311658 | Time: 8930.35 ms
[2021-07-12 12:51:44 main:574] : INFO : Epoch 1868 | loss: 0.0311341 | val_loss: 0.0311644 | Time: 8767.83 ms
[2021-07-12 12:51:53 main:574] : INFO : Epoch 1869 | loss: 0.0311317 | val_loss: 0.0311638 | Time: 8917.21 ms
[2021-07-12 12:52:01 main:574] : INFO : Epoch 1870 | loss: 0.0311317 | val_loss: 0.0311642 | Time: 8803.66 ms
[2021-07-12 12:52:10 main:574] : INFO : Epoch 1871 | loss: 0.0311305 | val_loss: 0.0311649 | Time: 8894.82 ms
[2021-07-12 12:52:19 main:574] : INFO : Epoch 1872 | loss: 0.03113 | val_loss: 0.0311618 | Time: 8797.65 ms
[2021-07-12 12:52:28 main:574] : INFO : Epoch 1873 | loss: 0.0311292 | val_loss: 0.0311593 | Time: 8821.08 ms
[2021-07-12 12:52:37 main:574] : INFO : Epoch 1874 | loss: 0.031132 | val_loss: 0.0311619 | Time: 8889.98 ms
[2021-07-12 12:52:46 main:574] : INFO : Epoch 1875 | loss: 0.0311332 | val_loss: 0.0311618 | Time: 8795.27 ms
[2021-07-12 12:52:55 main:574] : INFO : Epoch 1876 | loss: 0.0311325 | val_loss: 0.0311599 | Time: 8913.8 ms
[2021-07-12 12:53:03 main:574] : INFO : Epoch 1877 | loss: 0.0311306 | val_loss: 0.0311642 | Time: 8789.35 ms
[2021-07-12 12:53:12 main:574] : INFO : Epoch 1878 | loss: 0.0311275 | val_loss: 0.0311667 | Time: 8981.08 ms
[2021-07-12 12:53:21 main:574] : INFO : Epoch 1879 | loss: 0.0311305 | val_loss: 0.0311592 | Time: 8766.21 ms
[2021-07-12 12:53:30 main:574] : INFO : Epoch 1880 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 8901.99 ms
[2021-07-12 12:53:39 main:574] : INFO : Epoch 1881 | loss: 0.0311305 | val_loss: 0.0311614 | Time: 8859.62 ms
[2021-07-12 12:53:48 main:574] : INFO : Epoch 1882 | loss: 0.0311332 | val_loss: 0.0311604 | Time: 8797.77 ms
[2021-07-12 12:53:57 main:574] : INFO : Epoch 1883 | loss: 0.0311332 | val_loss: 0.0311641 | Time: 8893.53 ms
[2021-07-12 12:54:05 main:574] : INFO : Epoch 1884 | loss: 0.0311293 | val_loss: 0.0311659 | Time: 8786.91 ms
[2021-07-12 12:54:14 main:574] : INFO : Epoch 1885 | loss: 0.0311283 | val_loss: 0.0311653 | Time: 8910.68 ms
[2021-07-12 12:54:23 main:574] : INFO : Epoch 1886 | loss: 0.0311285 | val_loss: 0.0311617 | Time: 8783.05 ms
[2021-07-12 12:54:32 main:574] : INFO : Epoch 1887 | loss: 0.0311314 | val_loss: 0.0311677 | Time: 8880.62 ms
[2021-07-12 12:54:41 main:574] : INFO : Epoch 1888 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 8782.36 ms
[2021-07-12 12:54:50 main:574] : INFO : Epoch 1889 | loss: 0.031142 | val_loss: 0.0311629 | Time: 8854.58 ms
[2021-07-12 12:54:58 main:574] : INFO : Epoch 1890 | loss: 0.0311486 | val_loss: 0.0311592 | Time: 8780.39 ms
[2021-07-12 12:55:07 main:574] : INFO : Epoch 1891 | loss: 0.0311403 | val_loss: 0.031162 | Time: 8814.44 ms
[2021-07-12 12:55:16 main:574] : INFO : Epoch 1892 | loss: 0.0311403 | val_loss: 0.0311579 | Time: 8816.25 ms
[2021-07-12 12:55:25 main:574] : INFO : Epoch 1893 | loss: 0.0311347 | val_loss: 0.0311546 | Time: 8808.3 ms
[2021-07-12 12:55:34 main:574] : INFO : Epoch 1894 | loss: 0.0311323 | val_loss: 0.0311587 | Time: 8799.1 ms
[2021-07-12 12:55:43 main:574] : INFO : Epoch 1895 | loss: 0.0311298 | val_loss: 0.0311607 | Time: 8862.71 ms
[2021-07-12 12:55:52 main:574] : INFO : Epoch 1896 | loss: 0.0311332 | val_loss: 0.0311618 | Time: 8839.13 ms
[2021-07-12 12:56:00 main:574] : INFO : Epoch 1897 | loss: 0.0311308 | val_loss: 0.0311601 | Time: 8830.09 ms
[2021-07-12 12:56:09 main:574] : INFO : Epoch 1898 | loss: 0.0311306 | val_loss: 0.0311564 | Time: 8914.18 ms
[2021-07-12 12:56:18 main:574] : INFO : Epoch 1899 | loss: 0.0311291 | val_loss: 0.0311586 | Time: 8767.94 ms
[2021-07-12 12:56:27 main:574] : INFO : Epoch 1900 | loss: 0.0311255 | val_loss: 0.0311602 | Time: 8838.59 ms
[2021-07-12 12:56:36 main:574] : INFO : Epoch 1901 | loss: 0.0311263 | val_loss: 0.0311588 | Time: 8776.56 ms
[2021-07-12 12:56:45 main:574] : INFO : Epoch 1902 | loss: 0.0311255 | val_loss: 0.0311632 | Time: 8920.04 ms
[2021-07-12 12:56:53 main:574] : INFO : Epoch 1903 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 8819.16 ms
[2021-07-12 12:57:02 main:574] : INFO : Epoch 1904 | loss: 0.0311319 | val_loss: 0.0311575 | Time: 8877.32 ms
[2021-07-12 12:57:11 main:574] : INFO : Epoch 1905 | loss: 0.0311277 | val_loss: 0.0311619 | Time: 8808.27 ms
[2021-07-12 12:57:20 main:574] : INFO : Epoch 1906 | loss: 0.031126 | val_loss: 0.0311599 | Time: 8815.6 ms
[2021-07-12 12:57:29 main:574] : INFO : Epoch 1907 | loss: 0.0311251 | val_loss: 0.0311602 | Time: 8877.98 ms
[2021-07-12 12:57:38 main:574] : INFO : Epoch 1908 | loss: 0.0311301 | val_loss: 0.0311638 | Time: 8791.04 ms
[2021-07-12 12:57:47 main:574] : INFO : Epoch 1909 | loss: 0.031128 | val_loss: 0.0311606 | Time: 8951.55 ms
[2021-07-12 12:57:55 main:574] : INFO : Epoch 1910 | loss: 0.0311245 | val_loss: 0.0311748 | Time: 8774 ms
[2021-07-12 12:58:04 main:574] : INFO : Epoch 1911 | loss: 0.0311258 | val_loss: 0.0311606 | Time: 8805.18 ms
[2021-07-12 12:58:13 main:574] : INFO : Epoch 1912 | loss: 0.0311276 | val_loss: 0.0311635 | Time: 8922.39 ms
[2021-07-12 12:58:22 main:574] : INFO : Epoch 1913 | loss: 0.0311265 | val_loss: 0.0311632 | Time: 8829.56 ms
[2021-07-12 12:58:31 main:574] : INFO : Epoch 1914 | loss: 0.0311247 | val_loss: 0.0311644 | Time: 8862.84 ms
[2021-07-12 12:58:40 main:574] : INFO : Epoch 1915 | loss: 0.0311269 | val_loss: 0.0311694 | Time: 8843.13 ms
[2021-07-12 12:58:49 main:574] : INFO : Epoch 1916 | loss: 0.0311281 | val_loss: 0.0311606 | Time: 8785.57 ms
[2021-07-12 12:58:57 main:574] : INFO : Epoch 1917 | loss: 0.0311231 | val_loss: 0.0311766 | Time: 8873.46 ms
[2021-07-12 12:59:06 main:574] : INFO : Epoch 1918 | loss: 0.0311308 | val_loss: 0.0311591 | Time: 8795.36 ms
[2021-07-12 12:59:15 main:574] : INFO : Epoch 1919 | loss: 0.0311347 | val_loss: 0.0311669 | Time: 8844.77 ms
[2021-07-12 12:59:24 main:574] : INFO : Epoch 1920 | loss: 0.0311389 | val_loss: 0.0311596 | Time: 8835.49 ms
[2021-07-12 12:59:33 main:574] : INFO : Epoch 1921 | loss: 0.031134 | val_loss: 0.0311643 | Time: 8829.19 ms
[2021-07-12 12:59:42 main:574] : INFO : Epoch 1922 | loss: 0.0311313 | val_loss: 0.0311578 | Time: 8876.44 ms
[2021-07-12 12:59:51 main:574] : INFO : Epoch 1923 | loss: 0.0311336 | val_loss: 0.0311576 | Time: 8833.58 ms
[2021-07-12 12:59:59 main:574] : INFO : Epoch 1924 | loss: 0.0311281 | val_loss: 0.031163 | Time: 8894.11 ms
[2021-07-12 13:00:08 main:574] : INFO : Epoch 1925 | loss: 0.0311314 | val_loss: 0.0311653 | Time: 8746.62 ms
[2021-07-12 13:00:17 main:574] : INFO : Epoch 1926 | loss: 0.0311325 | val_loss: 0.0311613 | Time: 8931.23 ms
[2021-07-12 13:00:26 main:574] : INFO : Epoch 1927 | loss: 0.0311296 | val_loss: 0.0311549 | Time: 8795.49 ms
[2021-07-12 13:00:35 main:574] : INFO : Epoch 1928 | loss: 0.0311254 | val_loss: 0.0311615 | Time: 8812.9 ms
[2021-07-12 13:00:44 main:574] : INFO : Epoch 1929 | loss: 0.0311289 | val_loss: 0.0311557 | Time: 8837.2 ms
[2021-07-12 13:00:52 main:574] : INFO : Epoch 1930 | loss: 0.0311319 | val_loss: 0.031158 | Time: 8769.89 ms
[2021-07-12 13:01:01 main:574] : INFO : Epoch 1931 | loss: 0.031127 | val_loss: 0.031161 | Time: 8937.28 ms
[2021-07-12 13:01:10 main:574] : INFO : Epoch 1932 | loss: 0.0311269 | val_loss: 0.0311605 | Time: 8770.62 ms
[2021-07-12 13:01:19 main:574] : INFO : Epoch 1933 | loss: 0.0311239 | val_loss: 0.0311594 | Time: 8806.85 ms
[2021-07-12 13:01:28 main:574] : INFO : Epoch 1934 | loss: 0.0311239 | val_loss: 0.0311568 | Time: 8824.1 ms
[2021-07-12 13:01:37 main:574] : INFO : Epoch 1935 | loss: 0.0311262 | val_loss: 0.031166 | Time: 8891.12 ms
[2021-07-12 13:01:46 main:574] : INFO : Epoch 1936 | loss: 0.0311272 | val_loss: 0.0311624 | Time: 8811.96 ms
[2021-07-12 13:01:54 main:574] : INFO : Epoch 1937 | loss: 0.031124 | val_loss: 0.0311575 | Time: 8888.13 ms
[2021-07-12 13:02:03 main:574] : INFO : Epoch 1938 | loss: 0.0311249 | val_loss: 0.0311599 | Time: 8810.06 ms
[2021-07-12 13:02:12 main:574] : INFO : Epoch 1939 | loss: 0.0311316 | val_loss: 0.0311631 | Time: 8821.52 ms
[2021-07-12 13:02:21 main:574] : INFO : Epoch 1940 | loss: 0.0311321 | val_loss: 0.0311572 | Time: 8839.03 ms
[2021-07-12 13:02:30 main:574] : INFO : Epoch 1941 | loss: 0.0311282 | val_loss: 0.031165 | Time: 8767.94 ms
[2021-07-12 13:02:39 main:574] : INFO : Epoch 1942 | loss: 0.0311267 | val_loss: 0.0311583 | Time: 8801.36 ms
[2021-07-12 13:02:47 main:574] : INFO : Epoch 1943 | loss: 0.0311279 | val_loss: 0.0311611 | Time: 8858.2 ms
[2021-07-12 13:02:56 main:574] : INFO : Epoch 1944 | loss: 0.031128 | val_loss: 0.0311672 | Time: 8942.21 ms
[2021-07-12 13:03:05 main:574] : INFO : Epoch 1945 | loss: 0.0311294 | val_loss: 0.0311617 | Time: 8795.32 ms
[2021-07-12 13:03:14 main:574] : INFO : Epoch 1946 | loss: 0.0311305 | val_loss: 0.0311597 | Time: 8871.68 ms
[2021-07-12 13:03:23 main:574] : INFO : Epoch 1947 | loss: 0.0311264 | val_loss: 0.031162 | Time: 8818.78 ms
[2021-07-12 13:03:32 main:574] : INFO : Epoch 1948 | loss: 0.0311288 | val_loss: 0.0311568 | Time: 8883.01 ms
[2021-07-12 13:03:41 main:574] : INFO : Epoch 1949 | loss: 0.0311274 | val_loss: 0.0311629 | Time: 8732.04 ms
[2021-07-12 13:03:49 main:574] : INFO : Epoch 1950 | loss: 0.0311218 | val_loss: 0.0311561 | Time: 8787.99 ms
[2021-07-12 13:03:58 main:574] : INFO : Epoch 1951 | loss: 0.0311211 | val_loss: 0.0311619 | Time: 8864.9 ms
[2021-07-12 13:04:07 main:574] : INFO : Epoch 1952 | loss: 0.0311193 | val_loss: 0.0311571 | Time: 8823.59 ms
[2021-07-12 13:04:16 main:574] : INFO : Epoch 1953 | loss: 0.0311219 | val_loss: 0.0311567 | Time: 8898.5 ms
[2021-07-12 13:04:25 main:574] : INFO : Epoch 1954 | loss: 0.0311201 | val_loss: 0.0311621 | Time: 8799.83 ms
[2021-07-12 13:04:34 main:574] : INFO : Epoch 1955 | loss: 0.0311201 | val_loss: 0.0311608 | Time: 8902.96 ms
[2021-07-12 13:04:43 main:574] : INFO : Epoch 1956 | loss: 0.0311211 | val_loss: 0.0311619 | Time: 8873.51 ms
[2021-07-12 13:04:51 main:574] : INFO : Epoch 1957 | loss: 0.0311198 | val_loss: 0.031157 | Time: 8835.73 ms
[2021-07-12 13:05:00 main:574] : INFO : Epoch 1958 | loss: 0.0311185 | val_loss: 0.0311644 | Time: 8952.89 ms
[2021-07-12 13:05:09 main:574] : INFO : Epoch 1959 | loss: 0.0311225 | val_loss: 0.0311674 | Time: 8783.64 ms
[2021-07-12 13:05:18 main:574] : INFO : Epoch 1960 | loss: 0.0311248 | val_loss: 0.0311637 | Time: 8847.25 ms
[2021-07-12 13:05:27 main:574] : INFO : Epoch 1961 | loss: 0.0311413 | val_loss: 0.0311946 | Time: 8852.73 ms
[2021-07-12 13:05:36 main:574] : INFO : Epoch 1962 | loss: 0.0311362 | val_loss: 0.0311616 | Time: 8864.4 ms
[2021-07-12 13:05:45 main:574] : INFO : Epoch 1963 | loss: 0.0311337 | val_loss: 0.0311632 | Time: 8783.2 ms
[2021-07-12 13:05:53 main:574] : INFO : Epoch 1964 | loss: 0.0311328 | val_loss: 0.0311575 | Time: 8919.93 ms
[2021-07-12 13:06:02 main:574] : INFO : Epoch 1965 | loss: 0.0311281 | val_loss: 0.0311586 | Time: 8822.44 ms
[2021-07-12 13:06:11 main:574] : INFO : Epoch 1966 | loss: 0.0311256 | val_loss: 0.0311607 | Time: 8827.41 ms
[2021-07-12 13:06:20 main:574] : INFO : Epoch 1967 | loss: 0.0311246 | val_loss: 0.031158 | Time: 8871.98 ms
[2021-07-12 13:06:29 main:574] : INFO : Epoch 1968 | loss: 0.0311235 | val_loss: 0.0311616 | Time: 8789.24 ms
[2021-07-12 13:06:38 main:574] : INFO : Epoch 1969 | loss: 0.0311239 | val_loss: 0.0311689 | Time: 8827.04 ms
[2021-07-12 13:06:46 main:574] : INFO : Epoch 1970 | loss: 0.0311221 | val_loss: 0.0311616 | Time: 8687.35 ms
[2021-07-12 13:06:55 main:574] : INFO : Epoch 1971 | loss: 0.0311246 | val_loss: 0.0311651 | Time: 8800.78 ms
[2021-07-12 13:07:04 main:574] : INFO : Epoch 1972 | loss: 0.0311209 | val_loss: 0.0311526 | Time: 8838.57 ms
[2021-07-12 13:07:13 main:574] : INFO : Epoch 1973 | loss: 0.0311245 | val_loss: 0.0311582 | Time: 8852.69 ms
[2021-07-12 13:07:22 main:574] : INFO : Epoch 1974 | loss: 0.0311231 | val_loss: 0.0311543 | Time: 8748.41 ms
[2021-07-12 13:07:30 main:574] : INFO : Epoch 1975 | loss: 0.031124 | val_loss: 0.0311583 | Time: 8767.44 ms
[2021-07-12 13:07:39 main:574] : INFO : Epoch 1976 | loss: 0.0311232 | val_loss: 0.0311581 | Time: 8800.82 ms
[2021-07-12 13:07:48 main:574] : INFO : Epoch 1977 | loss: 0.0311255 | val_loss: 0.0311576 | Time: 8740.01 ms
[2021-07-12 13:07:57 main:574] : INFO : Epoch 1978 | loss: 0.0311222 | val_loss: 0.0311517 | Time: 8838.68 ms
[2021-07-12 13:08:06 main:574] : INFO : Epoch 1979 | loss: 0.0311218 | val_loss: 0.0311578 | Time: 8740.82 ms
[2021-07-12 13:08:14 main:574] : INFO : Epoch 1980 | loss: 0.031124 | val_loss: 0.0311553 | Time: 8779.16 ms
[2021-07-12 13:08:23 main:574] : INFO : Epoch 1981 | loss: 0.0311194 | val_loss: 0.0311549 | Time: 8861.32 ms
[2021-07-12 13:08:32 main:574] : INFO : Epoch 1982 | loss: 0.0311175 | val_loss: 0.0311612 | Time: 8767.1 ms
[2021-07-12 13:08:41 main:574] : INFO : Epoch 1983 | loss: 0.031121 | val_loss: 0.0311623 | Time: 8779.08 ms
[2021-07-12 13:08:50 main:574] : INFO : Epoch 1984 | loss: 0.0311177 | val_loss: 0.0311639 | Time: 8876.77 ms
[2021-07-12 13:08:59 main:574] : INFO : Epoch 1985 | loss: 0.0311188 | val_loss: 0.0311607 | Time: 8720.22 ms
[2021-07-12 13:09:07 main:574] : INFO : Epoch 1986 | loss: 0.0311181 | val_loss: 0.0311587 | Time: 8777.82 ms
[2021-07-12 13:09:16 main:574] : INFO : Epoch 1987 | loss: 0.0311153 | val_loss: 0.0311564 | Time: 8804.69 ms
[2021-07-12 13:09:25 main:574] : INFO : Epoch 1988 | loss: 0.0311214 | val_loss: 0.0311634 | Time: 8715.75 ms
[2021-07-12 13:09:34 main:574] : INFO : Epoch 1989 | loss: 0.0311215 | val_loss: 0.0311579 | Time: 8850.03 ms
[2021-07-12 13:09:42 main:574] : INFO : Epoch 1990 | loss: 0.0311214 | val_loss: 0.0311638 | Time: 8777.54 ms
[2021-07-12 13:09:51 main:574] : INFO : Epoch 1991 | loss: 0.0311195 | val_loss: 0.0311573 | Time: 8751.33 ms
[2021-07-12 13:10:00 main:574] : INFO : Epoch 1992 | loss: 0.0311214 | val_loss: 0.0311562 | Time: 8749.95 ms
[2021-07-12 13:10:09 main:574] : INFO : Epoch 1993 | loss: 0.0311215 | val_loss: 0.0311701 | Time: 8780.32 ms
[2021-07-12 13:10:18 main:574] : INFO : Epoch 1994 | loss: 0.0311176 | val_loss: 0.0311585 | Time: 8829.61 ms
[2021-07-12 13:10:26 main:574] : INFO : Epoch 1995 | loss: 0.0311163 | val_loss: 0.0311571 | Time: 8780.11 ms
[2021-07-12 13:10:35 main:574] : INFO : Epoch 1996 | loss: 0.031116 | val_loss: 0.0311615 | Time: 8801.51 ms
[2021-07-12 13:10:44 main:574] : INFO : Epoch 1997 | loss: 0.0311176 | val_loss: 0.0311618 | Time: 8756.93 ms
[2021-07-12 13:10:53 main:574] : INFO : Epoch 1998 | loss: 0.031119 | val_loss: 0.0311563 | Time: 8789.17 ms
[2021-07-12 13:11:02 main:574] : INFO : Epoch 1999 | loss: 0.031122 | val_loss: 0.0311711 | Time: 8834.23 ms
[2021-07-12 13:11:11 main:574] : INFO : Epoch 2000 | loss: 0.0311217 | val_loss: 0.0311608 | Time: 8828.35 ms
[2021-07-12 13:11:19 main:574] : INFO : Epoch 2001 | loss: 0.0311183 | val_loss: 0.0311595 | Time: 8757.32 ms
[2021-07-12 13:11:28 main:574] : INFO : Epoch 2002 | loss: 0.0311169 | val_loss: 0.0311599 | Time: 8855.83 ms
[2021-07-12 13:11:37 main:574] : INFO : Epoch 2003 | loss: 0.0311158 | val_loss: 0.0311589 | Time: 8785.58 ms
[2021-07-12 13:11:46 main:574] : INFO : Epoch 2004 | loss: 0.0311228 | val_loss: 0.0311598 | Time: 8792.17 ms
[2021-07-12 13:11:55 main:574] : INFO : Epoch 2005 | loss: 0.0311295 | val_loss: 0.0311601 | Time: 8806.29 ms
[2021-07-12 13:12:03 main:574] : INFO : Epoch 2006 | loss: 0.0311265 | val_loss: 0.0311582 | Time: 8752.97 ms
[2021-07-12 13:12:12 main:574] : INFO : Epoch 2007 | loss: 0.0311292 | val_loss: 0.0311685 | Time: 8807.87 ms
[2021-07-12 13:12:21 main:574] : INFO : Epoch 2008 | loss: 0.031126 | val_loss: 0.0311558 | Time: 8761.69 ms
[2021-07-12 13:12:30 main:574] : INFO : Epoch 2009 | loss: 0.0311235 | val_loss: 0.0311553 | Time: 8795.54 ms
[2021-07-12 13:12:39 main:574] : INFO : Epoch 2010 | loss: 0.0311242 | val_loss: 0.0311666 | Time: 8798.61 ms
[2021-07-12 13:12:47 main:574] : INFO : Epoch 2011 | loss: 0.0311201 | val_loss: 0.0311628 | Time: 8756.85 ms
[2021-07-12 13:12:56 main:574] : INFO : Epoch 2012 | loss: 0.0311215 | val_loss: 0.0311603 | Time: 8760.96 ms
[2021-07-12 13:13:05 main:574] : INFO : Epoch 2013 | loss: 0.0311196 | val_loss: 0.0311588 | Time: 8772.27 ms
[2021-07-12 13:13:14 main:574] : INFO : Epoch 2014 | loss: 0.031117 | val_loss: 0.0311654 | Time: 8764.65 ms
[2021-07-12 13:13:22 main:574] : INFO : Epoch 2015 | loss: 0.0311175 | val_loss: 0.0311653 | Time: 8769.38 ms
[2021-07-12 13:13:31 main:574] : INFO : Epoch 2016 | loss: 0.0311211 | val_loss: 0.0311578 | Time: 8767.53 ms
[2021-07-12 13:13:40 main:574] : INFO : Epoch 2017 | loss: 0.0311177 | val_loss: 0.0311637 | Time: 8797.4 ms
[2021-07-12 13:13:49 main:574] : INFO : Epoch 2018 | loss: 0.0311171 | val_loss: 0.0311545 | Time: 8809.4 ms
[2021-07-12 13:13:58 main:574] : INFO : Epoch 2019 | loss: 0.0311167 | val_loss: 0.0311676 | Time: 8724.5 ms
[2021-07-12 13:14:06 main:574] : INFO : Epoch 2020 | loss: 0.0311193 | val_loss: 0.0311602 | Time: 8822.34 ms
[2021-07-12 13:14:15 main:574] : INFO : Epoch 2021 | loss: 0.031123 | val_loss: 0.0311559 | Time: 8756.69 ms
[2021-07-12 13:14:24 main:574] : INFO : Epoch 2022 | loss: 0.0311218 | val_loss: 0.0311606 | Time: 8790.18 ms
[2021-07-12 13:14:33 main:574] : INFO : Epoch 2023 | loss: 0.0311206 | val_loss: 0.031164 | Time: 8865.53 ms
[2021-07-12 13:14:42 main:574] : INFO : Epoch 2024 | loss: 0.0311168 | val_loss: 0.0311656 | Time: 8698.28 ms
[2021-07-12 13:14:50 main:574] : INFO : Epoch 2025 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 8837.09 ms
[2021-07-12 13:14:59 main:574] : INFO : Epoch 2026 | loss: 0.0311505 | val_loss: 0.0311522 | Time: 8691.64 ms
[2021-07-12 13:15:08 main:574] : INFO : Epoch 2027 | loss: 0.0311468 | val_loss: 0.0311515 | Time: 8779.95 ms
[2021-07-12 13:15:17 main:574] : INFO : Epoch 2028 | loss: 0.031143 | val_loss: 0.0311521 | Time: 8776.37 ms
[2021-07-12 13:15:26 main:574] : INFO : Epoch 2029 | loss: 0.0311392 | val_loss: 0.0311495 | Time: 8839.62 ms
[2021-07-12 13:15:34 main:574] : INFO : Epoch 2030 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 8778.86 ms
[2021-07-12 13:15:43 main:574] : INFO : Epoch 2031 | loss: 0.0311405 | val_loss: 0.0311527 | Time: 8795.44 ms
[2021-07-12 13:15:52 main:574] : INFO : Epoch 2032 | loss: 0.0311362 | val_loss: 0.0311523 | Time: 8844.49 ms
[2021-07-12 13:16:01 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.0311522 | Time: 8717 ms
[2021-07-12 13:16:10 main:574] : INFO : Epoch 2034 | loss: 0.031137 | val_loss: 0.0311514 | Time: 8899.6 ms
[2021-07-12 13:16:18 main:574] : INFO : Epoch 2035 | loss: 0.0311346 | val_loss: 0.0311536 | Time: 8751.25 ms
[2021-07-12 13:16:27 main:574] : INFO : Epoch 2036 | loss: 0.0311322 | val_loss: 0.0311509 | Time: 8876.09 ms
[2021-07-12 13:16:36 main:574] : INFO : Epoch 2037 | loss: 0.0311328 | val_loss: 0.031159 | Time: 8739.98 ms
[2021-07-12 13:16:45 main:574] : INFO : Epoch 2038 | loss: 0.031133 | val_loss: 0.0311495 | Time: 8764.25 ms
[2021-07-12 13:16:54 main:574] : INFO : Epoch 2039 | loss: 0.0311328 | val_loss: 0.0311552 | Time: 8853.61 ms
[2021-07-12 13:17:02 main:574] : INFO : Epoch 2040 | loss: 0.0311337 | val_loss: 0.0311522 | Time: 8738.23 ms
[2021-07-12 13:17:11 main:574] : INFO : Epoch 2041 | loss: 0.0311309 | val_loss: 0.0311516 | Time: 8830.34 ms
[2021-07-12 13:17:20 main:574] : INFO : Epoch 2042 | loss: 0.0311328 | val_loss: 0.0311489 | Time: 8754.67 ms
[2021-07-12 13:17:29 main:574] : INFO : Epoch 2043 | loss: 0.031129 | val_loss: 0.0311527 | Time: 8861.89 ms
[2021-07-12 13:17:38 main:574] : INFO : Epoch 2044 | loss: 0.0311288 | val_loss: 0.0311504 | Time: 8730.05 ms
[2021-07-12 13:17:47 main:574] : INFO : Epoch 2045 | loss: 0.0311306 | val_loss: 0.0311579 | Time: 8827.58 ms
[2021-07-12 13:17:55 main:574] : INFO : Epoch 2046 | loss: 0.0311311 | val_loss: 0.0311515 | Time: 8739.01 ms
[2021-07-12 13:18:04 main:574] : INFO : Epoch 2047 | loss: 0.0311262 | val_loss: 0.0311508 | Time: 8736.4 ms
[2021-07-12 13:18:13 main:574] : INFO : Epoch 2048 | loss: 0.0311249 | val_loss: 0.0311495 | Time: 8770.96 ms
[2021-07-12 13:18:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311495
[2021-07-12 13:18:13 main:603] : INFO : Saving end state to config to file
[2021-07-12 13:18:13 main:608] : INFO : Success, exiting..
13:18:13 (15836): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)