Task 5582796
| Name | ParityMachine-1624823800-20832-1_1 |
| Workunit | 3382688 |
| Created | 3 Jul 2021, 16:14:00 UTC |
| Sent | 3 Jul 2021, 18:10:34 UTC |
| Report deadline | 10 Jul 2021, 18:10:34 UTC |
| Received | 3 Jul 2021, 19:23:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 59 min 43 sec |
| CPU time | 59 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-07-03 21:09:21 main:574] : INFO : Epoch 1542 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1679.11 ms [2021-07-03 21:09:22 main:574] : INFO : Epoch 1543 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 1653.52 ms [2021-07-03 21:09:24 main:574] : INFO : Epoch 1544 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1672.43 ms [2021-07-03 21:09:26 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1679.04 ms [2021-07-03 21:09:27 main:574] : INFO : Epoch 1546 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1640.91 ms [2021-07-03 21:09:29 main:574] : INFO : Epoch 1547 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1648.81 ms [2021-07-03 21:09:31 main:574] : INFO : Epoch 1548 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1647.36 ms [2021-07-03 21:09:32 main:574] : INFO : Epoch 1549 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1689.66 ms [2021-07-03 21:09:34 main:574] : INFO : Epoch 1550 | loss: 0.0312501 | val_loss: 0.0312529 | Time: 1652.66 ms [2021-07-03 21:09:36 main:574] : INFO : Epoch 1551 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1657.3 ms [2021-07-03 21:09:37 main:574] : INFO : Epoch 1552 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1656.63 ms [2021-07-03 21:09:39 main:574] : INFO : Epoch 1553 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1691.49 ms [2021-07-03 21:09:41 main:574] : INFO : Epoch 1554 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1677.89 ms [2021-07-03 21:09:42 main:574] : INFO : Epoch 1555 | loss: 0.0312504 | val_loss: 0.0312534 | Time: 1671.31 ms [2021-07-03 21:09:44 main:574] : INFO : Epoch 1556 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1671.68 ms [2021-07-03 21:09:46 main:574] : INFO : Epoch 1557 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1669.09 ms [2021-07-03 21:09:47 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1686.54 ms [2021-07-03 21:09:49 main:574] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1675.72 ms [2021-07-03 21:09:51 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.031252 | Time: 1645.72 ms [2021-07-03 21:09:52 main:574] : INFO : Epoch 1561 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1632.84 ms [2021-07-03 21:09:54 main:574] : INFO : Epoch 1562 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 1676.32 ms [2021-07-03 21:09:56 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1648.87 ms [2021-07-03 21:09:57 main:574] : INFO : Epoch 1564 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1647.21 ms [2021-07-03 21:09:59 main:574] : INFO : Epoch 1565 | loss: 0.0312519 | val_loss: 0.031252 | Time: 1668.03 ms [2021-07-03 21:10:01 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1659.64 ms [2021-07-03 21:10:02 main:574] : INFO : Epoch 1567 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1660.73 ms [2021-07-03 21:10:04 main:574] : INFO : Epoch 1568 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1646.96 ms [2021-07-03 21:10:06 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1653.03 ms [2021-07-03 21:10:07 main:574] : INFO : Epoch 1570 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1661.05 ms [2021-07-03 21:10:09 main:574] : INFO : Epoch 1571 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1656.59 ms [2021-07-03 21:10:11 main:574] : INFO : Epoch 1572 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 1656.82 ms [2021-07-03 21:10:12 main:574] : INFO : Epoch 1573 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1672.95 ms [2021-07-03 21:10:14 main:574] : INFO : Epoch 1574 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1636.37 ms [2021-07-03 21:10:16 main:574] : INFO : Epoch 1575 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1642.51 ms [2021-07-03 21:10:17 main:574] : INFO : Epoch 1576 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1653.02 ms [2021-07-03 21:10:19 main:574] : INFO : Epoch 1577 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 1676.67 ms [2021-07-03 21:10:21 main:574] : INFO : Epoch 1578 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 1659.17 ms [2021-07-03 21:10:22 main:574] : INFO : Epoch 1579 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 1648.45 ms [2021-07-03 21:10:24 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 1646.27 ms [2021-07-03 21:10:26 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1700.8 ms [2021-07-03 21:10:27 main:574] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 1683.35 ms [2021-07-03 21:10:29 main:574] : INFO : Epoch 1583 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1667.02 ms [2021-07-03 21:10:31 main:574] : INFO : Epoch 1584 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1652.14 ms [2021-07-03 21:10:32 main:574] : INFO : Epoch 1585 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1664.56 ms [2021-07-03 21:10:34 main:574] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1653.68 ms [2021-07-03 21:10:36 main:574] : INFO : Epoch 1587 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1651.59 ms [2021-07-03 21:10:37 main:574] : INFO : Epoch 1588 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1633.08 ms [2021-07-03 21:10:39 main:574] : INFO : Epoch 1589 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 1655.05 ms [2021-07-03 21:10:41 main:574] : INFO : Epoch 1590 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1672.57 ms [2021-07-03 21:10:42 main:574] : INFO : Epoch 1591 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1654.23 ms [2021-07-03 21:10:44 main:574] : INFO : Epoch 1592 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1658.78 ms [2021-07-03 21:10:46 main:574] : INFO : Epoch 1593 | loss: 0.0312499 | val_loss: 0.0312522 | Time: 1642.19 ms [2021-07-03 21:10:47 main:574] : INFO : Epoch 1594 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 1650.71 ms [2021-07-03 21:10:49 main:574] : INFO : Epoch 1595 | loss: 0.0312499 | val_loss: 0.031253 | Time: 1670.91 ms [2021-07-03 21:10:51 main:574] : INFO : Epoch 1596 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1651.22 ms [2021-07-03 21:10:52 main:574] : INFO : Epoch 1597 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 1680.65 ms [2021-07-03 21:10:54 main:574] : INFO : Epoch 1598 | loss: 0.0312511 | val_loss: 0.0312546 | Time: 1669.41 ms [2021-07-03 21:10:56 main:574] : INFO : Epoch 1599 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1622.06 ms [2021-07-03 21:10:57 main:574] : INFO : Epoch 1600 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 1624.12 ms [2021-07-03 21:10:59 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1669.54 ms [2021-07-03 21:11:00 main:574] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312583 | Time: 1634.97 ms [2021-07-03 21:11:02 main:574] : INFO : Epoch 1603 | loss: 0.031252 | val_loss: 0.0312527 | Time: 1651.17 ms [2021-07-03 21:11:04 main:574] : INFO : Epoch 1604 | loss: 0.03125 | val_loss: 0.0312523 | Time: 1654.89 ms [2021-07-03 21:11:05 main:574] : INFO : Epoch 1605 | loss: 0.0312516 | val_loss: 0.0312528 | Time: 1655.37 ms [2021-07-03 21:11:07 main:574] : INFO : Epoch 1606 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1654.08 ms [2021-07-03 21:11:09 main:574] : INFO : Epoch 1607 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1656.39 ms [2021-07-03 21:11:10 main:574] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1647.39 ms [2021-07-03 21:11:12 main:574] : INFO : Epoch 1609 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1666.27 ms [2021-07-03 21:11:14 main:574] : INFO : Epoch 1610 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1661.25 ms [2021-07-03 21:11:15 main:574] : INFO : Epoch 1611 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 1663.82 ms [2021-07-03 21:11:17 main:574] : INFO : Epoch 1612 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1655.67 ms [2021-07-03 21:11:19 main:574] : INFO : Epoch 1613 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 1640.76 ms [2021-07-03 21:11:20 main:574] : INFO : Epoch 1614 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 1639.84 ms [2021-07-03 21:11:22 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1663.64 ms [2021-07-03 21:11:24 main:574] : INFO : Epoch 1616 | loss: 0.0312496 | val_loss: 0.0312528 | Time: 1656.2 ms [2021-07-03 21:11:25 main:574] : INFO : Epoch 1617 | loss: 0.0312517 | val_loss: 0.0312538 | Time: 1655.33 ms [2021-07-03 21:11:27 main:574] : INFO : Epoch 1618 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1671.12 ms [2021-07-03 21:11:29 main:574] : INFO : Epoch 1619 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1654.84 ms [2021-07-03 21:11:30 main:574] : INFO : Epoch 1620 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1655.76 ms [2021-07-03 21:11:32 main:574] : INFO : Epoch 1621 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1651.98 ms [2021-07-03 21:11:34 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1665.54 ms [2021-07-03 21:11:35 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1656.92 ms [2021-07-03 21:11:37 main:574] : INFO : Epoch 1624 | loss: 0.03125 | val_loss: 0.0312544 | Time: 1645.81 ms [2021-07-03 21:11:39 main:574] : INFO : Epoch 1625 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 1641.37 ms [2021-07-03 21:11:40 main:574] : INFO : Epoch 1626 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1652.16 ms [2021-07-03 21:11:42 main:574] : INFO : Epoch 1627 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 1660.4 ms [2021-07-03 21:11:44 main:574] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1645.43 ms [2021-07-03 21:11:45 main:574] : INFO : Epoch 1629 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1649.91 ms [2021-07-03 21:11:47 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1648.74 ms [2021-07-03 21:11:49 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 1646.2 ms [2021-07-03 21:11:50 main:574] : INFO : Epoch 1632 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1668.99 ms [2021-07-03 21:11:52 main:574] : INFO : Epoch 1633 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1651.78 ms [2021-07-03 21:11:54 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1669.43 ms [2021-07-03 21:11:55 main:574] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312551 | Time: 1656.11 ms [2021-07-03 21:11:57 main:574] : INFO : Epoch 1636 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1644.44 ms [2021-07-03 21:11:59 main:574] : INFO : Epoch 1637 | loss: 0.0312497 | val_loss: 0.0312525 | Time: 1671.64 ms [2021-07-03 21:12:00 main:574] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1681.55 ms [2021-07-03 21:12:02 main:574] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1637.8 ms [2021-07-03 21:12:03 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1651.12 ms [2021-07-03 21:12:05 main:574] : INFO : Epoch 1641 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1664.13 ms [2021-07-03 21:12:07 main:574] : INFO : Epoch 1642 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1669.09 ms [2021-07-03 21:12:08 main:574] : INFO : Epoch 1643 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1652.75 ms [2021-07-03 21:12:10 main:574] : INFO : Epoch 1644 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1655.19 ms [2021-07-03 21:12:12 main:574] : INFO : Epoch 1645 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1671.27 ms [2021-07-03 21:12:13 main:574] : INFO : Epoch 1646 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1662.15 ms [2021-07-03 21:12:15 main:574] : INFO : Epoch 1647 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1673.38 ms [2021-07-03 21:12:17 main:574] : INFO : Epoch 1648 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1671.08 ms [2021-07-03 21:12:18 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1656 ms [2021-07-03 21:12:20 main:574] : INFO : Epoch 1650 | loss: 0.031252 | val_loss: 0.03125 | Time: 1666.32 ms [2021-07-03 21:12:22 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1635.33 ms [2021-07-03 21:12:23 main:574] : INFO : Epoch 1652 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1621.54 ms [2021-07-03 21:12:25 main:574] : INFO : Epoch 1653 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1642.25 ms [2021-07-03 21:12:27 main:574] : INFO : Epoch 1654 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1659.29 ms [2021-07-03 21:12:28 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1655.27 ms [2021-07-03 21:12:30 main:574] : INFO : Epoch 1656 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1662.03 ms [2021-07-03 21:12:32 main:574] : INFO : Epoch 1657 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1661.05 ms [2021-07-03 21:12:33 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1656 ms [2021-07-03 21:12:35 main:574] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1671.51 ms [2021-07-03 21:12:37 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1663.21 ms [2021-07-03 21:12:38 main:574] : INFO : Epoch 1661 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1666.43 ms [2021-07-03 21:12:40 main:574] : INFO : Epoch 1662 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1641.5 ms [2021-07-03 21:12:42 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1663.56 ms [2021-07-03 21:12:43 main:574] : INFO : Epoch 1664 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1661.29 ms [2021-07-03 21:12:45 main:574] : INFO : Epoch 1665 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1664.53 ms [2021-07-03 21:12:47 main:574] : INFO : Epoch 1666 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1626.97 ms [2021-07-03 21:12:48 main:574] : INFO : Epoch 1667 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1660 ms [2021-07-03 21:12:50 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1672.33 ms [2021-07-03 21:12:52 main:574] : INFO : Epoch 1669 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1656.79 ms [2021-07-03 21:12:53 main:574] : INFO : Epoch 1670 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1650.9 ms [2021-07-03 21:12:55 main:574] : INFO : Epoch 1671 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1662.58 ms [2021-07-03 21:12:57 main:574] : INFO : Epoch 1672 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1656.97 ms [2021-07-03 21:12:58 main:574] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1649.78 ms [2021-07-03 21:13:00 main:574] : INFO : Epoch 1674 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1656.26 ms [2021-07-03 21:13:02 main:574] : INFO : Epoch 1675 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1675.57 ms [2021-07-03 21:13:03 main:574] : INFO : Epoch 1676 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1663.58 ms [2021-07-03 21:13:05 main:574] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1665.68 ms [2021-07-03 21:13:07 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1670.16 ms [2021-07-03 21:13:08 main:574] : INFO : Epoch 1679 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1669.27 ms [2021-07-03 21:13:10 main:574] : INFO : Epoch 1680 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1664.07 ms [2021-07-03 21:13:12 main:574] : INFO : Epoch 1681 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1651.22 ms [2021-07-03 21:13:13 main:574] : INFO : Epoch 1682 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1653.26 ms [2021-07-03 21:13:15 main:574] : INFO : Epoch 1683 | loss: 0.0312507 | val_loss: 0.0312536 | Time: 1677.99 ms [2021-07-03 21:13:17 main:574] : INFO : Epoch 1684 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1647.51 ms [2021-07-03 21:13:18 main:574] : INFO : Epoch 1685 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1655.81 ms [2021-07-03 21:13:20 main:574] : INFO : Epoch 1686 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1657.89 ms [2021-07-03 21:13:22 main:574] : INFO : Epoch 1687 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1656.97 ms [2021-07-03 21:13:23 main:574] : INFO : Epoch 1688 | loss: 0.0312493 | val_loss: 0.0312534 | Time: 1666.14 ms [2021-07-03 21:13:25 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1665.43 ms [2021-07-03 21:13:27 main:574] : INFO : Epoch 1690 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1657.71 ms [2021-07-03 21:13:28 main:574] : INFO : Epoch 1691 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1654.29 ms [2021-07-03 21:13:30 main:574] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1670.5 ms [2021-07-03 21:13:32 main:574] : INFO : Epoch 1693 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1649.02 ms [2021-07-03 21:13:33 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1662.77 ms [2021-07-03 21:13:35 main:574] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1670.89 ms [2021-07-03 21:13:37 main:574] : INFO : Epoch 1696 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1668.45 ms [2021-07-03 21:13:38 main:574] : INFO : Epoch 1697 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1640.39 ms [2021-07-03 21:13:40 main:574] : INFO : Epoch 1698 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 1646.33 ms [2021-07-03 21:13:42 main:574] : INFO : Epoch 1699 | loss: 0.0312494 | val_loss: 0.0312534 | Time: 1616.6 ms [2021-07-03 21:13:43 main:574] : INFO : Epoch 1700 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1674.63 ms [2021-07-03 21:13:45 main:574] : INFO : Epoch 1701 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1682.02 ms [2021-07-03 21:13:47 main:574] : INFO : Epoch 1702 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1654.55 ms [2021-07-03 21:13:48 main:574] : INFO : Epoch 1703 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1667.28 ms [2021-07-03 21:13:50 main:574] : INFO : Epoch 1704 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1686.86 ms [2021-07-03 21:13:52 main:574] : INFO : Epoch 1705 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1655.66 ms [2021-07-03 21:13:53 main:574] : INFO : Epoch 1706 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1679.25 ms [2021-07-03 21:13:55 main:574] : INFO : Epoch 1707 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1686.41 ms [2021-07-03 21:13:57 main:574] : INFO : Epoch 1708 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1659.55 ms [2021-07-03 21:13:58 main:574] : INFO : Epoch 1709 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1673.74 ms [2021-07-03 21:14:00 main:574] : INFO : Epoch 1710 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1667.82 ms [2021-07-03 21:14:02 main:574] : INFO : Epoch 1711 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1668.98 ms [2021-07-03 21:14:03 main:574] : INFO : Epoch 1712 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1651.76 ms [2021-07-03 21:14:05 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1662.98 ms [2021-07-03 21:14:07 main:574] : INFO : Epoch 1714 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1668.72 ms [2021-07-03 21:14:08 main:574] : INFO : Epoch 1715 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1653.8 ms [2021-07-03 21:14:10 main:574] : INFO : Epoch 1716 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1674.5 ms [2021-07-03 21:14:12 main:574] : INFO : Epoch 1717 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1632.18 ms [2021-07-03 21:14:13 main:574] : INFO : Epoch 1718 | loss: 0.0312496 | val_loss: 0.0312535 | Time: 1652.62 ms [2021-07-03 21:14:15 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1653.7 ms [2021-07-03 21:14:17 main:574] : INFO : Epoch 1720 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1625.2 ms [2021-07-03 21:14:18 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1668.77 ms [2021-07-03 21:14:20 main:574] : INFO : Epoch 1722 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 1643.72 ms [2021-07-03 21:14:21 main:574] : INFO : Epoch 1723 | loss: 0.0312522 | val_loss: 0.0312545 | Time: 1640.11 ms [2021-07-03 21:14:23 main:574] : INFO : Epoch 1724 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1666.18 ms [2021-07-03 21:14:25 main:574] : INFO : Epoch 1725 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1670.25 ms [2021-07-03 21:14:26 main:574] : INFO : Epoch 1726 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1657.54 ms [2021-07-03 21:14:28 main:574] : INFO : Epoch 1727 | loss: 0.031249 | val_loss: 0.0312531 | Time: 1676.09 ms [2021-07-03 21:14:30 main:574] : INFO : Epoch 1728 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1657.37 ms [2021-07-03 21:14:31 main:574] : INFO : Epoch 1729 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1657.44 ms [2021-07-03 21:14:33 main:574] : INFO : Epoch 1730 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1652.54 ms [2021-07-03 21:14:35 main:574] : INFO : Epoch 1731 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1604.66 ms [2021-07-03 21:14:36 main:574] : INFO : Epoch 1732 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1634.16 ms [2021-07-03 21:14:38 main:574] : INFO : Epoch 1733 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1641.56 ms [2021-07-03 21:14:40 main:574] : INFO : Epoch 1734 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1642.42 ms [2021-07-03 21:14:41 main:574] : INFO : Epoch 1735 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1662.96 ms [2021-07-03 21:14:43 main:574] : INFO : Epoch 1736 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1668.28 ms [2021-07-03 21:14:45 main:574] : INFO : Epoch 1737 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1668.42 ms [2021-07-03 21:14:46 main:574] : INFO : Epoch 1738 | loss: 0.031251 | val_loss: 0.0312522 | Time: 1649.85 ms [2021-07-03 21:14:48 main:574] : INFO : Epoch 1739 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1672.94 ms [2021-07-03 21:14:50 main:574] : INFO : Epoch 1740 | loss: 0.0312491 | val_loss: 0.0312517 | Time: 1678.48 ms [2021-07-03 21:14:51 main:574] : INFO : Epoch 1741 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1651.52 ms [2021-07-03 21:14:53 main:574] : INFO : Epoch 1742 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1650.16 ms [2021-07-03 21:14:55 main:574] : INFO : Epoch 1743 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1636.93 ms [2021-07-03 21:14:56 main:574] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1638.93 ms [2021-07-03 21:14:58 main:574] : INFO : Epoch 1745 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1641.17 ms [2021-07-03 21:15:00 main:574] : INFO : Epoch 1746 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1644.23 ms [2021-07-03 21:15:01 main:574] : INFO : Epoch 1747 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1668.66 ms [2021-07-03 21:15:03 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1704.19 ms [2021-07-03 21:15:05 main:574] : INFO : Epoch 1749 | loss: 0.0312496 | val_loss: 0.0312547 | Time: 1645.07 ms [2021-07-03 21:15:06 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1628.87 ms [2021-07-03 21:15:08 main:574] : INFO : Epoch 1751 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1648.38 ms [2021-07-03 21:15:10 main:574] : INFO : Epoch 1752 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1658.34 ms [2021-07-03 21:15:11 main:574] : INFO : Epoch 1753 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1642.56 ms [2021-07-03 21:15:13 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1644.45 ms [2021-07-03 21:15:14 main:574] : INFO : Epoch 1755 | loss: 0.0312496 | val_loss: 0.0312524 | Time: 1654.27 ms [2021-07-03 21:15:16 main:574] : INFO : Epoch 1756 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 1658.47 ms [2021-07-03 21:15:18 main:574] : INFO : Epoch 1757 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1646.38 ms [2021-07-03 21:15:19 main:574] : INFO : Epoch 1758 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1645.21 ms [2021-07-03 21:15:21 main:574] : INFO : Epoch 1759 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1669.06 ms [2021-07-03 21:15:23 main:574] : INFO : Epoch 1760 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1660.06 ms [2021-07-03 21:15:24 main:574] : INFO : Epoch 1761 | loss: 0.0312494 | val_loss: 0.0312525 | Time: 1669.87 ms [2021-07-03 21:15:26 main:574] : INFO : Epoch 1762 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1653.85 ms [2021-07-03 21:15:28 main:574] : INFO : Epoch 1763 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 1657.64 ms [2021-07-03 21:15:29 main:574] : INFO : Epoch 1764 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1643.66 ms [2021-07-03 21:15:31 main:574] : INFO : Epoch 1765 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1635.63 ms [2021-07-03 21:15:33 main:574] : INFO : Epoch 1766 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1664.45 ms [2021-07-03 21:15:34 main:574] : INFO : Epoch 1767 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1668.41 ms [2021-07-03 21:15:36 main:574] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.03125 | Time: 1662.58 ms [2021-07-03 21:15:38 main:574] : INFO : Epoch 1769 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1663.02 ms [2021-07-03 21:15:39 main:574] : INFO : Epoch 1770 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1657.01 ms [2021-07-03 21:15:41 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1684.27 ms [2021-07-03 21:15:43 main:574] : INFO : Epoch 1772 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1663.14 ms [2021-07-03 21:15:44 main:574] : INFO : Epoch 1773 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1659.83 ms [2021-07-03 21:15:46 main:574] : INFO : Epoch 1774 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1635.81 ms [2021-07-03 21:15:48 main:574] : INFO : Epoch 1775 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1653.92 ms [2021-07-03 21:15:49 main:574] : INFO : Epoch 1776 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1655.25 ms [2021-07-03 21:15:51 main:574] : INFO : Epoch 1777 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1674.83 ms [2021-07-03 21:15:53 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1666.95 ms [2021-07-03 21:15:54 main:574] : INFO : Epoch 1779 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1651.09 ms [2021-07-03 21:15:56 main:574] : INFO : Epoch 1780 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1664.84 ms [2021-07-03 21:15:58 main:574] : INFO : Epoch 1781 | loss: 0.0312494 | val_loss: 0.0312529 | Time: 1676.2 ms [2021-07-03 21:15:59 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1659.45 ms [2021-07-03 21:16:01 main:574] : INFO : Epoch 1783 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1634.53 ms [2021-07-03 21:16:03 main:574] : INFO : Epoch 1784 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1665.71 ms [2021-07-03 21:16:04 main:574] : INFO : Epoch 1785 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 1694.4 ms [2021-07-03 21:16:06 main:574] : INFO : Epoch 1786 | loss: 0.0312491 | val_loss: 0.0312531 | Time: 1691.02 ms [2021-07-03 21:16:08 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1671.85 ms [2021-07-03 21:16:09 main:574] : INFO : Epoch 1788 | loss: 0.0312545 | val_loss: 0.0312509 | Time: 1654.86 ms [2021-07-03 21:16:11 main:574] : INFO : Epoch 1789 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1674.74 ms [2021-07-03 21:16:13 main:574] : INFO : Epoch 1790 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1667.57 ms [2021-07-03 21:16:14 main:574] : INFO : Epoch 1791 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1653.26 ms [2021-07-03 21:16:16 main:574] : INFO : Epoch 1792 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1643.06 ms [2021-07-03 21:16:18 main:574] : INFO : Epoch 1793 | loss: 0.0312508 | val_loss: 0.0312551 | Time: 1640.16 ms [2021-07-03 21:16:19 main:574] : INFO : Epoch 1794 | loss: 0.0312512 | val_loss: 0.0312536 | Time: 1651.57 ms [2021-07-03 21:16:21 main:574] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1646.16 ms [2021-07-03 21:16:23 main:574] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 1642.15 ms [2021-07-03 21:16:24 main:574] : INFO : Epoch 1797 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1650.24 ms [2021-07-03 21:16:26 main:574] : INFO : Epoch 1798 | loss: 0.0312491 | val_loss: 0.0312523 | Time: 1662.96 ms [2021-07-03 21:16:28 main:574] : INFO : Epoch 1799 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1655.5 ms [2021-07-03 21:16:29 main:574] : INFO : Epoch 1800 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1661.25 ms [2021-07-03 21:16:31 main:574] : INFO : Epoch 1801 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1673.9 ms [2021-07-03 21:16:33 main:574] : INFO : Epoch 1802 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 1642.85 ms [2021-07-03 21:16:34 main:574] : INFO : Epoch 1803 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1658.61 ms [2021-07-03 21:16:36 main:574] : INFO : Epoch 1804 | loss: 0.0312488 | val_loss: 0.0312521 | Time: 1666.05 ms [2021-07-03 21:16:38 main:574] : INFO : Epoch 1805 | loss: 0.0312495 | val_loss: 0.0312529 | Time: 1667.55 ms [2021-07-03 21:16:39 main:574] : INFO : Epoch 1806 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1670.1 ms [2021-07-03 21:16:41 main:574] : INFO : Epoch 1807 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1688.46 ms [2021-07-03 21:16:43 main:574] : INFO : Epoch 1808 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1669.86 ms [2021-07-03 21:16:44 main:574] : INFO : Epoch 1809 | loss: 0.0312488 | val_loss: 0.0312516 | Time: 1650.4 ms [2021-07-03 21:16:46 main:574] : INFO : Epoch 1810 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1637.65 ms [2021-07-03 21:16:48 main:574] : INFO : Epoch 1811 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1654.73 ms [2021-07-03 21:16:49 main:574] : INFO : Epoch 1812 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1645.26 ms [2021-07-03 21:16:51 main:574] : INFO : Epoch 1813 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1643.38 ms [2021-07-03 21:16:53 main:574] : INFO : Epoch 1814 | loss: 0.0312498 | val_loss: 0.0312527 | Time: 1659.68 ms [2021-07-03 21:16:54 main:574] : INFO : Epoch 1815 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1637.15 ms [2021-07-03 21:16:56 main:574] : INFO : Epoch 1816 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1666.76 ms [2021-07-03 21:16:58 main:574] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1667.79 ms [2021-07-03 21:16:59 main:574] : INFO : Epoch 1818 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1662.48 ms [2021-07-03 21:17:01 main:574] : INFO : Epoch 1819 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1662.75 ms [2021-07-03 21:17:03 main:574] : INFO : Epoch 1820 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1656.06 ms [2021-07-03 21:17:04 main:574] : INFO : Epoch 1821 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1628.95 ms [2021-07-03 21:17:06 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1630.61 ms [2021-07-03 21:17:07 main:574] : INFO : Epoch 1823 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1633.74 ms [2021-07-03 21:17:09 main:574] : INFO : Epoch 1824 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1657.59 ms [2021-07-03 21:17:11 main:574] : INFO : Epoch 1825 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1644.41 ms [2021-07-03 21:17:12 main:574] : INFO : Epoch 1826 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1656.23 ms [2021-07-03 21:17:14 main:574] : INFO : Epoch 1827 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1650.49 ms [2021-07-03 21:17:16 main:574] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1658.02 ms [2021-07-03 21:17:17 main:574] : INFO : Epoch 1829 | loss: 0.0312519 | val_loss: 0.0312587 | Time: 1658.53 ms [2021-07-03 21:17:19 main:574] : INFO : Epoch 1830 | loss: 0.0312588 | val_loss: 0.0312557 | Time: 1654.59 ms [2021-07-03 21:17:21 main:574] : INFO : Epoch 1831 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 1637.51 ms [2021-07-03 21:17:22 main:574] : INFO : Epoch 1832 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1637.18 ms [2021-07-03 21:17:24 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1658.59 ms [2021-07-03 21:17:26 main:574] : INFO : Epoch 1834 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1684.18 ms [2021-07-03 21:17:27 main:574] : INFO : Epoch 1835 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1665.15 ms [2021-07-03 21:17:29 main:574] : INFO : Epoch 1836 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1651.66 ms [2021-07-03 21:17:31 main:574] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1665.85 ms [2021-07-03 21:17:32 main:574] : INFO : Epoch 1838 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1657.42 ms [2021-07-03 21:17:34 main:574] : INFO : Epoch 1839 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1667.45 ms [2021-07-03 21:17:36 main:574] : INFO : Epoch 1840 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1674.2 ms [2021-07-03 21:17:37 main:574] : INFO : Epoch 1841 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1665.63 ms [2021-07-03 21:17:39 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1662.4 ms [2021-07-03 21:17:41 main:574] : INFO : Epoch 1843 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1656.89 ms [2021-07-03 21:17:42 main:574] : INFO : Epoch 1844 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1655.06 ms [2021-07-03 21:17:44 main:574] : INFO : Epoch 1845 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1648.75 ms [2021-07-03 21:17:46 main:574] : INFO : Epoch 1846 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1664.68 ms [2021-07-03 21:17:47 main:574] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1667.42 ms [2021-07-03 21:17:49 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1655.48 ms [2021-07-03 21:17:51 main:574] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1652.01 ms [2021-07-03 21:17:52 main:574] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1671.58 ms [2021-07-03 21:17:54 main:574] : INFO : Epoch 1851 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1658.79 ms [2021-07-03 21:17:56 main:574] : INFO : Epoch 1852 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1656.05 ms [2021-07-03 21:17:57 main:574] : INFO : Epoch 1853 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1663.57 ms [2021-07-03 21:17:59 main:574] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1666.93 ms [2021-07-03 21:18:01 main:574] : INFO : Epoch 1855 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1659.86 ms [2021-07-03 21:18:02 main:574] : INFO : Epoch 1856 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1670.49 ms [2021-07-03 21:18:04 main:574] : INFO : Epoch 1857 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1650.82 ms [2021-07-03 21:18:06 main:574] : INFO : Epoch 1858 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1652.91 ms [2021-07-03 21:18:07 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1670.82 ms [2021-07-03 21:18:09 main:574] : INFO : Epoch 1860 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1656.26 ms [2021-07-03 21:18:11 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1656.13 ms [2021-07-03 21:18:12 main:574] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1668.93 ms [2021-07-03 21:18:14 main:574] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1649.94 ms [2021-07-03 21:18:16 main:574] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1649.34 ms [2021-07-03 21:18:17 main:574] : INFO : Epoch 1865 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1681.2 ms [2021-07-03 21:18:19 main:574] : INFO : Epoch 1866 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1636.1 ms [2021-07-03 21:18:21 main:574] : INFO : Epoch 1867 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1631.01 ms [2021-07-03 21:18:22 main:574] : INFO : Epoch 1868 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1685.83 ms [2021-07-03 21:18:24 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1656.05 ms [2021-07-03 21:18:26 main:574] : INFO : Epoch 1870 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1637.54 ms [2021-07-03 21:18:27 main:574] : INFO : Epoch 1871 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1662.12 ms [2021-07-03 21:18:29 main:574] : INFO : Epoch 1872 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1640.68 ms [2021-07-03 21:18:30 main:574] : INFO : Epoch 1873 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1657.08 ms [2021-07-03 21:18:32 main:574] : INFO : Epoch 1874 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1645.7 ms [2021-07-03 21:18:34 main:574] : INFO : Epoch 1875 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1669.55 ms [2021-07-03 21:18:35 main:574] : INFO : Epoch 1876 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1677.13 ms [2021-07-03 21:18:37 main:574] : INFO : Epoch 1877 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1651.6 ms [2021-07-03 21:18:39 main:574] : INFO : Epoch 1878 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1668.57 ms [2021-07-03 21:18:40 main:574] : INFO : Epoch 1879 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1634.49 ms [2021-07-03 21:18:42 main:574] : INFO : Epoch 1880 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1669.63 ms [2021-07-03 21:18:44 main:574] : INFO : Epoch 1881 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1674 ms [2021-07-03 21:18:45 main:574] : INFO : Epoch 1882 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1651.68 ms [2021-07-03 21:18:47 main:574] : INFO : Epoch 1883 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1655.32 ms [2021-07-03 21:18:49 main:574] : INFO : Epoch 1884 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1647.49 ms [2021-07-03 21:18:50 main:574] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1650.18 ms [2021-07-03 21:18:52 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1650.97 ms [2021-07-03 21:18:54 main:574] : INFO : Epoch 1887 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1655.28 ms [2021-07-03 21:18:55 main:574] : INFO : Epoch 1888 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1653.01 ms [2021-07-03 21:18:57 main:574] : INFO : Epoch 1889 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1660.75 ms [2021-07-03 21:18:59 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1650.58 ms [2021-07-03 21:19:00 main:574] : INFO : Epoch 1891 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1666.24 ms [2021-07-03 21:19:02 main:574] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1649.18 ms [2021-07-03 21:19:04 main:574] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1674.55 ms [2021-07-03 21:19:05 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1644.21 ms [2021-07-03 21:19:07 main:574] : INFO : Epoch 1895 | loss: 0.031561 | val_loss: 0.034573 | Time: 1669.18 ms [2021-07-03 21:19:09 main:574] : INFO : Epoch 1896 | loss: 0.0367469 | val_loss: 0.037004 | Time: 1614.8 ms [2021-07-03 21:19:10 main:574] : INFO : Epoch 1897 | loss: 0.0349051 | val_loss: 0.0326221 | Time: 1657.94 ms [2021-07-03 21:19:12 main:574] : INFO : Epoch 1898 | loss: 0.0316792 | val_loss: 0.0313665 | Time: 1655.15 ms [2021-07-03 21:19:14 main:574] : INFO : Epoch 1899 | loss: 0.0313289 | val_loss: 0.0312747 | Time: 1653.08 ms [2021-07-03 21:19:15 main:574] : INFO : Epoch 1900 | loss: 0.0312665 | val_loss: 0.031259 | Time: 1687.95 ms [2021-07-03 21:19:17 main:574] : INFO : Epoch 1901 | loss: 0.0312585 | val_loss: 0.0312541 | Time: 1668.73 ms [2021-07-03 21:19:19 main:574] : INFO : Epoch 1902 | loss: 0.0312544 | val_loss: 0.0312517 | Time: 1663.57 ms [2021-07-03 21:19:20 main:574] : INFO : Epoch 1903 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 1660.83 ms [2021-07-03 21:19:22 main:574] : INFO : Epoch 1904 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 1637.08 ms [2021-07-03 21:19:24 main:574] : INFO : Epoch 1905 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 1649.94 ms [2021-07-03 21:19:25 main:574] : INFO : Epoch 1906 | loss: 0.031253 | val_loss: 0.0312518 | Time: 1636.35 ms [2021-07-03 21:19:27 main:574] : INFO : Epoch 1907 | loss: 0.0312512 | val_loss: 0.0312535 | Time: 1642.16 ms [2021-07-03 21:19:28 main:574] : INFO : Epoch 1908 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1609.54 ms [2021-07-03 21:19:30 main:574] : INFO : Epoch 1909 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1625.1 ms [2021-07-03 21:19:32 main:574] : INFO : Epoch 1910 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 1653.75 ms [2021-07-03 21:19:33 main:574] : INFO : Epoch 1911 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1666.91 ms [2021-07-03 21:19:35 main:574] : INFO : Epoch 1912 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1681.71 ms [2021-07-03 21:19:37 main:574] : INFO : Epoch 1913 | loss: 0.0312511 | val_loss: 0.0312562 | Time: 1698.17 ms [2021-07-03 21:19:39 main:574] : INFO : Epoch 1914 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 1680.22 ms [2021-07-03 21:19:40 main:574] : INFO : Epoch 1915 | loss: 0.0312521 | val_loss: 0.0312576 | Time: 1662.92 ms [2021-07-03 21:19:42 main:574] : INFO : Epoch 1916 | loss: 0.0312535 | val_loss: 0.0312512 | Time: 1645.17 ms [2021-07-03 21:19:43 main:574] : INFO : Epoch 1917 | loss: 0.0312513 | val_loss: 0.0312571 | Time: 1651.68 ms [2021-07-03 21:19:45 main:574] : INFO : Epoch 1918 | loss: 0.0312554 | val_loss: 0.0312601 | Time: 1643.44 ms [2021-07-03 21:19:47 main:574] : INFO : Epoch 1919 | loss: 0.0312554 | val_loss: 0.0312587 | Time: 1629.29 ms [2021-07-03 21:19:48 main:574] : INFO : Epoch 1920 | loss: 0.0312525 | val_loss: 0.0312515 | Time: 1661.88 ms [2021-07-03 21:19:50 main:574] : INFO : Epoch 1921 | loss: 0.0312523 | val_loss: 0.0312535 | Time: 1672.36 ms [2021-07-03 21:19:52 main:574] : INFO : Epoch 1922 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1649.58 ms [2021-07-03 21:19:53 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1673.41 ms [2021-07-03 21:19:55 main:574] : INFO : Epoch 1924 | loss: 0.0312524 | val_loss: 0.0312509 | Time: 1685.43 ms [2021-07-03 21:19:57 main:574] : INFO : Epoch 1925 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1661.63 ms [2021-07-03 21:19:58 main:574] : INFO : Epoch 1926 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 1659.97 ms [2021-07-03 21:20:00 main:574] : INFO : Epoch 1927 | loss: 0.0312522 | val_loss: 0.0312501 | Time: 1647.36 ms [2021-07-03 21:20:02 main:574] : INFO : Epoch 1928 | loss: 0.031252 | val_loss: 0.0312506 | Time: 1646.28 ms [2021-07-03 21:20:03 main:574] : INFO : Epoch 1929 | loss: 0.0312507 | val_loss: 0.0312546 | Time: 1642.65 ms [2021-07-03 21:20:05 main:574] : INFO : Epoch 1930 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1631.98 ms [2021-07-03 21:20:07 main:574] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1663.2 ms [2021-07-03 21:20:08 main:574] : INFO : Epoch 1932 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1671.61 ms [2021-07-03 21:20:10 main:574] : INFO : Epoch 1933 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1672.33 ms [2021-07-03 21:20:12 main:574] : INFO : Epoch 1934 | loss: 0.0312524 | val_loss: 0.0312572 | Time: 1656.17 ms [2021-07-03 21:20:13 main:574] : INFO : Epoch 1935 | loss: 0.031254 | val_loss: 0.0312504 | Time: 1665.42 ms [2021-07-03 21:20:15 main:574] : INFO : Epoch 1936 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1670.05 ms [2021-07-03 21:20:17 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1642.27 ms [2021-07-03 21:20:18 main:574] : INFO : Epoch 1938 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1658.58 ms [2021-07-03 21:20:20 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312521 | Time: 1629.45 ms [2021-07-03 21:20:22 main:574] : INFO : Epoch 1940 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1659.3 ms [2021-07-03 21:20:23 main:574] : INFO : Epoch 1941 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1691.37 ms [2021-07-03 21:20:25 main:574] : INFO : Epoch 1942 | loss: 0.0312519 | val_loss: 0.0312499 | Time: 1694.3 ms [2021-07-03 21:20:27 main:574] : INFO : Epoch 1943 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 1660.28 ms [2021-07-03 21:20:28 main:574] : INFO : Epoch 1944 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1646.73 ms [2021-07-03 21:20:30 main:574] : INFO : Epoch 1945 | loss: 0.0312528 | val_loss: 0.0312497 | Time: 1662.84 ms [2021-07-03 21:20:32 main:574] : INFO : Epoch 1946 | loss: 0.031253 | val_loss: 0.0312538 | Time: 1641.38 ms [2021-07-03 21:20:33 main:574] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1639.98 ms [2021-07-03 21:20:35 main:574] : INFO : Epoch 1948 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 1646.05 ms [2021-07-03 21:20:37 main:574] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1667.86 ms [2021-07-03 21:20:38 main:574] : INFO : Epoch 1950 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1656.29 ms [2021-07-03 21:20:40 main:574] : INFO : Epoch 1951 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1661.82 ms [2021-07-03 21:20:42 main:574] : INFO : Epoch 1952 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1646.61 ms [2021-07-03 21:20:43 main:574] : INFO : Epoch 1953 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1654.57 ms [2021-07-03 21:20:45 main:574] : INFO : Epoch 1954 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1666.53 ms [2021-07-03 21:20:47 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1678.79 ms [2021-07-03 21:20:48 main:574] : INFO : Epoch 1956 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1649.18 ms [2021-07-03 21:20:50 main:574] : INFO : Epoch 1957 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1638.77 ms [2021-07-03 21:20:52 main:574] : INFO : Epoch 1958 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1645.81 ms [2021-07-03 21:20:53 main:574] : INFO : Epoch 1959 | loss: 0.031251 | val_loss: 0.0312553 | Time: 1663.65 ms [2021-07-03 21:20:55 main:574] : INFO : Epoch 1960 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1648.51 ms [2021-07-03 21:20:57 main:574] : INFO : Epoch 1961 | loss: 0.0312495 | val_loss: 0.0312524 | Time: 1635.7 ms [2021-07-03 21:20:58 main:574] : INFO : Epoch 1962 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1645.92 ms [2021-07-03 21:21:00 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1672.31 ms [2021-07-03 21:21:01 main:574] : INFO : Epoch 1964 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1659.73 ms [2021-07-03 21:21:03 main:574] : INFO : Epoch 1965 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 1662.63 ms [2021-07-03 21:21:05 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1644.78 ms [2021-07-03 21:21:06 main:574] : INFO : Epoch 1967 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1644.23 ms [2021-07-03 21:21:08 main:574] : INFO : Epoch 1968 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1645.52 ms [2021-07-03 21:21:10 main:574] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1686.45 ms [2021-07-03 21:21:11 main:574] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1658.62 ms [2021-07-03 21:21:13 main:574] : INFO : Epoch 1971 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1620.52 ms [2021-07-03 21:21:15 main:574] : INFO : Epoch 1972 | loss: 0.0312524 | val_loss: 0.0312537 | Time: 1645.27 ms [2021-07-03 21:21:16 main:574] : INFO : Epoch 1973 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1638.5 ms [2021-07-03 21:21:18 main:574] : INFO : Epoch 1974 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 1639.78 ms [2021-07-03 21:21:20 main:574] : INFO : Epoch 1975 | loss: 0.0312527 | val_loss: 0.031251 | Time: 1670.49 ms [2021-07-03 21:21:21 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1684.8 ms [2021-07-03 21:21:23 main:574] : INFO : Epoch 1977 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1650.53 ms [2021-07-03 21:21:25 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312546 | Time: 1678.06 ms [2021-07-03 21:21:26 main:574] : INFO : Epoch 1979 | loss: 0.0312507 | val_loss: 0.0312544 | Time: 1662 ms [2021-07-03 21:21:28 main:574] : INFO : Epoch 1980 | loss: 0.0312519 | val_loss: 0.0312623 | Time: 1687.43 ms [2021-07-03 21:21:30 main:574] : INFO : Epoch 1981 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1678.06 ms [2021-07-03 21:21:31 main:574] : INFO : Epoch 1982 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 1647.94 ms [2021-07-03 21:21:33 main:574] : INFO : Epoch 1983 | loss: 0.0312523 | val_loss: 0.0312508 | Time: 1651.36 ms [2021-07-03 21:21:35 main:574] : INFO : Epoch 1984 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1633.45 ms [2021-07-03 21:21:36 main:574] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1660.9 ms [2021-07-03 21:21:38 main:574] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312522 | Time: 1653.88 ms [2021-07-03 21:21:40 main:574] : INFO : Epoch 1987 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1658.05 ms [2021-07-03 21:21:41 main:574] : INFO : Epoch 1988 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1658.29 ms [2021-07-03 21:21:43 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1663.55 ms [2021-07-03 21:21:45 main:574] : INFO : Epoch 1990 | loss: 0.0312526 | val_loss: 0.0312524 | Time: 1643.38 ms [2021-07-03 21:21:46 main:574] : INFO : Epoch 1991 | loss: 0.0312522 | val_loss: 0.0312582 | Time: 1664.48 ms [2021-07-03 21:21:48 main:574] : INFO : Epoch 1992 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1658.96 ms [2021-07-03 21:21:50 main:574] : INFO : Epoch 1993 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1645.63 ms [2021-07-03 21:21:51 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.0312537 | Time: 1639.89 ms [2021-07-03 21:21:53 main:574] : INFO : Epoch 1995 | loss: 0.0312506 | val_loss: 0.0312544 | Time: 1662.67 ms [2021-07-03 21:21:55 main:574] : INFO : Epoch 1996 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1651.66 ms [2021-07-03 21:21:56 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1646.18 ms [2021-07-03 21:21:58 main:574] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1692.05 ms [2021-07-03 21:22:00 main:574] : INFO : Epoch 1999 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1678.69 ms [2021-07-03 21:22:01 main:574] : INFO : Epoch 2000 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1669.91 ms [2021-07-03 21:22:03 main:574] : INFO : Epoch 2001 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1644.1 ms [2021-07-03 21:22:05 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1655.7 ms [2021-07-03 21:22:06 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1649.97 ms [2021-07-03 21:22:08 main:574] : INFO : Epoch 2004 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1664.33 ms [2021-07-03 21:22:10 main:574] : INFO : Epoch 2005 | loss: 0.0312501 | val_loss: 0.031254 | Time: 1656.94 ms [2021-07-03 21:22:11 main:574] : INFO : Epoch 2006 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1658.63 ms [2021-07-03 21:22:13 main:574] : INFO : Epoch 2007 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 1666.64 ms [2021-07-03 21:22:15 main:574] : INFO : Epoch 2008 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1672.77 ms [2021-07-03 21:22:16 main:574] : INFO : Epoch 2009 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1701.62 ms [2021-07-03 21:22:18 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312539 | Time: 1634.07 ms [2021-07-03 21:22:20 main:574] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1654.69 ms [2021-07-03 21:22:21 main:574] : INFO : Epoch 2012 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 1639.13 ms [2021-07-03 21:22:23 main:574] : INFO : Epoch 2013 | loss: 0.0312521 | val_loss: 0.03125 | Time: 1642.16 ms [2021-07-03 21:22:25 main:574] : INFO : Epoch 2014 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1675.63 ms [2021-07-03 21:22:26 main:574] : INFO : Epoch 2015 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1635.1 ms [2021-07-03 21:22:28 main:574] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1649.87 ms [2021-07-03 21:22:29 main:574] : INFO : Epoch 2017 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 1639.99 ms [2021-07-03 21:22:31 main:574] : INFO : Epoch 2018 | loss: 0.0312511 | val_loss: 0.0312532 | Time: 1651.78 ms [2021-07-03 21:22:33 main:574] : INFO : Epoch 2019 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1661.74 ms [2021-07-03 21:22:34 main:574] : INFO : Epoch 2020 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1655.23 ms [2021-07-03 21:22:36 main:574] : INFO : Epoch 2021 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1669.06 ms [2021-07-03 21:22:38 main:574] : INFO : Epoch 2022 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1684.73 ms [2021-07-03 21:22:39 main:574] : INFO : Epoch 2023 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1661.2 ms [2021-07-03 21:22:41 main:574] : INFO : Epoch 2024 | loss: 0.0312486 | val_loss: 0.0312535 | Time: 1646.52 ms [2021-07-03 21:22:43 main:574] : INFO : Epoch 2025 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1652.72 ms [2021-07-03 21:22:44 main:574] : INFO : Epoch 2026 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1650.02 ms [2021-07-03 21:22:46 main:574] : INFO : Epoch 2027 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 1669.23 ms [2021-07-03 21:22:48 main:574] : INFO : Epoch 2028 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1658.88 ms [2021-07-03 21:22:49 main:574] : INFO : Epoch 2029 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1640.58 ms [2021-07-03 21:22:51 main:574] : INFO : Epoch 2030 | loss: 0.0312483 | val_loss: 0.0312519 | Time: 1651.69 ms [2021-07-03 21:22:53 main:574] : INFO : Epoch 2031 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1653.73 ms [2021-07-03 21:22:54 main:574] : INFO : Epoch 2032 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1643.13 ms [2021-07-03 21:22:56 main:574] : INFO : Epoch 2033 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1657.56 ms [2021-07-03 21:22:58 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1670.55 ms [2021-07-03 21:22:59 main:574] : INFO : Epoch 2035 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1663.9 ms [2021-07-03 21:23:01 main:574] : INFO : Epoch 2036 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1665.03 ms [2021-07-03 21:23:03 main:574] : INFO : Epoch 2037 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1669.22 ms [2021-07-03 21:23:04 main:574] : INFO : Epoch 2038 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1664.77 ms [2021-07-03 21:23:06 main:574] : INFO : Epoch 2039 | loss: 0.0312492 | val_loss: 0.0312526 | Time: 1673.64 ms [2021-07-03 21:23:08 main:574] : INFO : Epoch 2040 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1654.17 ms [2021-07-03 21:23:09 main:574] : INFO : Epoch 2041 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1673.18 ms [2021-07-03 21:23:11 main:574] : INFO : Epoch 2042 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1667.14 ms [2021-07-03 21:23:13 main:574] : INFO : Epoch 2043 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1636.87 ms [2021-07-03 21:23:14 main:574] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1666.6 ms [2021-07-03 21:23:16 main:574] : INFO : Epoch 2045 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1664.52 ms [2021-07-03 21:23:18 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.0312532 | Time: 1645.81 ms [2021-07-03 21:23:19 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1668.37 ms [2021-07-03 21:23:21 main:574] : INFO : Epoch 2048 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1637.6 ms [2021-07-03 21:23:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312518 [2021-07-03 21:23:21 main:603] : INFO : Saving end state to config to file [2021-07-03 21:23:21 main:608] : INFO : Success, exiting.. 21:23:21 (11048): 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)