Task 10212492
| Name | ParityModified-1639948233-17722-0_1 |
| Workunit | 7378607 |
| Created | 26 Dec 2021, 18:07:41 UTC |
| Sent | 26 Dec 2021, 18:43:32 UTC |
| Report deadline | 3 Jan 2022, 18:43:32 UTC |
| Received | 26 Dec 2021, 22:32:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 55 min 26 sec |
| CPU time | 54 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | Time: 1656.44 ms [2021-12-26 22:18:42 main:574] : INFO : Epoch 1542 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1658.21 ms [2021-12-26 22:18:43 main:574] : INFO : Epoch 1543 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1634.43 ms [2021-12-26 22:18:45 main:574] : INFO : Epoch 1544 | loss: 0.0312504 | val_loss: 0.0312566 | Time: 1634.18 ms [2021-12-26 22:18:47 main:574] : INFO : Epoch 1545 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 1627.34 ms [2021-12-26 22:18:48 main:574] : INFO : Epoch 1546 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1636.62 ms [2021-12-26 22:18:50 main:574] : INFO : Epoch 1547 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1645.61 ms [2021-12-26 22:18:52 main:574] : INFO : Epoch 1548 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1646.48 ms [2021-12-26 22:18:53 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1664.59 ms [2021-12-26 22:18:55 main:574] : INFO : Epoch 1550 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1632.96 ms [2021-12-26 22:18:57 main:574] : INFO : Epoch 1551 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1646.03 ms [2021-12-26 22:18:58 main:574] : INFO : Epoch 1552 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1659.32 ms [2021-12-26 22:19:00 main:574] : INFO : Epoch 1553 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1627.79 ms [2021-12-26 22:19:02 main:574] : INFO : Epoch 1554 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1634.94 ms [2021-12-26 22:19:03 main:574] : INFO : Epoch 1555 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1625.69 ms [2021-12-26 22:19:05 main:574] : INFO : Epoch 1556 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1628.76 ms [2021-12-26 22:19:06 main:574] : INFO : Epoch 1557 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1630.95 ms [2021-12-26 22:19:08 main:574] : INFO : Epoch 1558 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1629.5 ms [2021-12-26 22:19:10 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1631.05 ms [2021-12-26 22:19:11 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1624.48 ms [2021-12-26 22:19:13 main:574] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1654.25 ms [2021-12-26 22:19:15 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1637.1 ms [2021-12-26 22:19:16 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1641.23 ms [2021-12-26 22:19:18 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1632.92 ms [2021-12-26 22:19:20 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.031251 | Time: 1629.88 ms [2021-12-26 22:19:21 main:574] : INFO : Epoch 1566 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1640.2 ms [2021-12-26 22:19:23 main:574] : INFO : Epoch 1567 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1628.31 ms [2021-12-26 22:19:24 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1627.24 ms [2021-12-26 22:19:26 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1634.44 ms [2021-12-26 22:19:28 main:574] : INFO : Epoch 1570 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1630.4 ms [2021-12-26 22:19:29 main:574] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1631.43 ms [2021-12-26 22:19:31 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1641.11 ms [2021-12-26 22:19:33 main:574] : INFO : Epoch 1573 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1627.36 ms [2021-12-26 22:19:34 main:574] : INFO : Epoch 1574 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1648.74 ms [2021-12-26 22:19:36 main:574] : INFO : Epoch 1575 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1636.82 ms [2021-12-26 22:19:38 main:574] : INFO : Epoch 1576 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1643.52 ms [2021-12-26 22:19:39 main:574] : INFO : Epoch 1577 | loss: 0.0312524 | val_loss: 0.0312511 | Time: 1633.24 ms [2021-12-26 22:19:41 main:574] : INFO : Epoch 1578 | loss: 0.0312527 | val_loss: 0.0312522 | Time: 1624.89 ms [2021-12-26 22:19:42 main:574] : INFO : Epoch 1579 | loss: 0.0312518 | val_loss: 0.031252 | Time: 1627.94 ms [2021-12-26 22:19:44 main:574] : INFO : Epoch 1580 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1635.15 ms [2021-12-26 22:19:46 main:574] : INFO : Epoch 1581 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1628.44 ms [2021-12-26 22:19:47 main:574] : INFO : Epoch 1582 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1635.18 ms [2021-12-26 22:19:49 main:574] : INFO : Epoch 1583 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1625.93 ms [2021-12-26 22:19:51 main:574] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1629.72 ms [2021-12-26 22:19:52 main:574] : INFO : Epoch 1585 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1636.86 ms [2021-12-26 22:19:54 main:574] : INFO : Epoch 1586 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1630.35 ms [2021-12-26 22:19:56 main:574] : INFO : Epoch 1587 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1625.55 ms [2021-12-26 22:19:57 main:574] : INFO : Epoch 1588 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1660.27 ms [2021-12-26 22:19:59 main:574] : INFO : Epoch 1589 | loss: 0.0312508 | val_loss: 0.0312538 | Time: 1629.74 ms [2021-12-26 22:20:01 main:574] : INFO : Epoch 1590 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 1650.79 ms [2021-12-26 22:20:02 main:574] : INFO : Epoch 1591 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1632 ms [2021-12-26 22:20:04 main:574] : INFO : Epoch 1592 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1635.29 ms [2021-12-26 22:20:05 main:574] : INFO : Epoch 1593 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1634.03 ms [2021-12-26 22:20:07 main:574] : INFO : Epoch 1594 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1627.25 ms [2021-12-26 22:20:09 main:574] : INFO : Epoch 1595 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1630.43 ms [2021-12-26 22:20:10 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1629.76 ms [2021-12-26 22:20:12 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1637.56 ms [2021-12-26 22:20:14 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1636.42 ms [2021-12-26 22:20:15 main:574] : INFO : Epoch 1599 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1629.09 ms [2021-12-26 22:20:17 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1627.66 ms [2021-12-26 22:20:18 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1634.85 ms [2021-12-26 22:20:20 main:574] : INFO : Epoch 1602 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 1627.03 ms [2021-12-26 22:20:22 main:574] : INFO : Epoch 1603 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1625.69 ms [2021-12-26 22:20:23 main:574] : INFO : Epoch 1604 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1640.3 ms [2021-12-26 22:20:25 main:574] : INFO : Epoch 1605 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1639.42 ms [2021-12-26 22:20:27 main:574] : INFO : Epoch 1606 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1638.48 ms [2021-12-26 22:20:28 main:574] : INFO : Epoch 1607 | loss: 0.0312522 | val_loss: 0.0312533 | Time: 1648.59 ms [2021-12-26 22:20:30 main:574] : INFO : Epoch 1608 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 1639.65 ms [2021-12-26 22:20:32 main:574] : INFO : Epoch 1609 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1627.97 ms [2021-12-26 22:20:33 main:574] : INFO : Epoch 1610 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1638.67 ms [2021-12-26 22:20:35 main:574] : INFO : Epoch 1611 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1633.31 ms [2021-12-26 22:20:37 main:574] : INFO : Epoch 1612 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1641.04 ms [2021-12-26 22:20:38 main:574] : INFO : Epoch 1613 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1622.47 ms [2021-12-26 22:20:40 main:574] : INFO : Epoch 1614 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1621.97 ms [2021-12-26 22:20:41 main:574] : INFO : Epoch 1615 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1634.87 ms [2021-12-26 22:20:43 main:574] : INFO : Epoch 1616 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1637.73 ms [2021-12-26 22:20:45 main:574] : INFO : Epoch 1617 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1625.41 ms [2021-12-26 22:20:46 main:574] : INFO : Epoch 1618 | loss: 0.0312517 | val_loss: 0.0312536 | Time: 1616.97 ms [2021-12-26 22:20:48 main:574] : INFO : Epoch 1619 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 1634.2 ms [2021-12-26 22:20:50 main:574] : INFO : Epoch 1620 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1633.29 ms [2021-12-26 22:20:51 main:574] : INFO : Epoch 1621 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1629.69 ms [2021-12-26 22:20:53 main:574] : INFO : Epoch 1622 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1628.87 ms [2021-12-26 22:20:54 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1620.02 ms [2021-12-26 22:20:56 main:574] : INFO : Epoch 1624 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1635.28 ms [2021-12-26 22:20:58 main:574] : INFO : Epoch 1625 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1632.76 ms [2021-12-26 22:20:59 main:574] : INFO : Epoch 1626 | loss: 0.0312502 | val_loss: 0.0312529 | Time: 1624.43 ms [2021-12-26 22:21:01 main:574] : INFO : Epoch 1627 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1626.18 ms [2021-12-26 22:21:03 main:574] : INFO : Epoch 1628 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1642.34 ms [2021-12-26 22:21:04 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1625.17 ms [2021-12-26 22:21:06 main:574] : INFO : Epoch 1630 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1628.77 ms [2021-12-26 22:21:08 main:574] : INFO : Epoch 1631 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1667.77 ms [2021-12-26 22:21:09 main:574] : INFO : Epoch 1632 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1655.75 ms [2021-12-26 22:21:11 main:574] : INFO : Epoch 1633 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1629.08 ms [2021-12-26 22:21:13 main:574] : INFO : Epoch 1634 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1637.63 ms [2021-12-26 22:21:14 main:574] : INFO : Epoch 1635 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1640.46 ms [2021-12-26 22:21:16 main:574] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1632.73 ms [2021-12-26 22:21:17 main:574] : INFO : Epoch 1637 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1625.9 ms [2021-12-26 22:21:19 main:574] : INFO : Epoch 1638 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1620.69 ms [2021-12-26 22:21:21 main:574] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1633.69 ms [2021-12-26 22:21:22 main:574] : INFO : Epoch 1640 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1627.51 ms [2021-12-26 22:21:24 main:574] : INFO : Epoch 1641 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1631.97 ms [2021-12-26 22:21:26 main:574] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1637.35 ms [2021-12-26 22:21:27 main:574] : INFO : Epoch 1643 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1628.14 ms [2021-12-26 22:21:29 main:574] : INFO : Epoch 1644 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1628.98 ms [2021-12-26 22:21:30 main:574] : INFO : Epoch 1645 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1628.84 ms [2021-12-26 22:21:32 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1640.18 ms [2021-12-26 22:21:34 main:574] : INFO : Epoch 1647 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1641.81 ms [2021-12-26 22:21:35 main:574] : INFO : Epoch 1648 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1638.45 ms [2021-12-26 22:21:37 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1635.38 ms [2021-12-26 22:21:39 main:574] : INFO : Epoch 1650 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1639.53 ms [2021-12-26 22:21:40 main:574] : INFO : Epoch 1651 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1630.01 ms [2021-12-26 22:21:42 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1623.57 ms [2021-12-26 22:21:44 main:574] : INFO : Epoch 1653 | loss: 0.03125 | val_loss: 0.03125 | Time: 1628 ms [2021-12-26 22:21:45 main:574] : INFO : Epoch 1654 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1639.04 ms [2021-12-26 22:21:47 main:574] : INFO : Epoch 1655 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1653.37 ms [2021-12-26 22:21:49 main:574] : INFO : Epoch 1656 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1636.87 ms [2021-12-26 22:21:50 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1633.99 ms [2021-12-26 22:21:52 main:574] : INFO : Epoch 1658 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1650.26 ms [2021-12-26 22:21:54 main:574] : INFO : Epoch 1659 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1711.95 ms [2021-12-26 22:21:55 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1662.88 ms [2021-12-26 22:21:57 main:574] : INFO : Epoch 1661 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1672.33 ms [2021-12-26 22:21:59 main:574] : INFO : Epoch 1662 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1672.29 ms [2021-12-26 22:22:00 main:574] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1654.63 ms [2021-12-26 22:22:02 main:574] : INFO : Epoch 1664 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1653.16 ms [2021-12-26 22:22:04 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1677.55 ms [2021-12-26 22:22:05 main:574] : INFO : Epoch 1666 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1659.73 ms [2021-12-26 22:22:07 main:574] : INFO : Epoch 1667 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1669.35 ms [2021-12-26 22:22:09 main:574] : INFO : Epoch 1668 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1667.89 ms [2021-12-26 22:22:10 main:574] : INFO : Epoch 1669 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1657.34 ms [2021-12-26 22:22:12 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1643.23 ms [2021-12-26 22:22:13 main:574] : INFO : Epoch 1671 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1644.87 ms [2021-12-26 22:22:15 main:574] : INFO : Epoch 1672 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1632.07 ms [2021-12-26 22:22:17 main:574] : INFO : Epoch 1673 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1643.76 ms [2021-12-26 22:22:18 main:574] : INFO : Epoch 1674 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1644.62 ms [2021-12-26 22:22:20 main:574] : INFO : Epoch 1675 | loss: 0.0312505 | val_loss: 0.0312553 | Time: 1643.92 ms [2021-12-26 22:22:22 main:574] : INFO : Epoch 1676 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 1639.51 ms [2021-12-26 22:22:23 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1643.96 ms [2021-12-26 22:22:25 main:574] : INFO : Epoch 1678 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1651.16 ms [2021-12-26 22:22:27 main:574] : INFO : Epoch 1679 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1660.55 ms [2021-12-26 22:22:28 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1653.29 ms [2021-12-26 22:22:30 main:574] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1653.16 ms [2021-12-26 22:22:32 main:574] : INFO : Epoch 1682 | loss: 0.031252 | val_loss: 0.0312529 | Time: 1644.36 ms [2021-12-26 22:22:33 main:574] : INFO : Epoch 1683 | loss: 0.0312509 | val_loss: 0.0312536 | Time: 1637.33 ms [2021-12-26 22:22:35 main:574] : INFO : Epoch 1684 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1637.7 ms [2021-12-26 22:22:37 main:574] : INFO : Epoch 1685 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1629.64 ms [2021-12-26 22:22:38 main:574] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1644.77 ms [2021-12-26 22:22:40 main:574] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1642.73 ms [2021-12-26 22:22:41 main:574] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1642.7 ms [2021-12-26 22:22:43 main:574] : INFO : Epoch 1689 | loss: 0.0312499 | val_loss: 0.031253 | Time: 1638.24 ms [2021-12-26 22:22:45 main:574] : INFO : Epoch 1690 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1646.88 ms [2021-12-26 22:22:46 main:574] : INFO : Epoch 1691 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1647.62 ms [2021-12-26 22:22:48 main:574] : INFO : Epoch 1692 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1649.88 ms [2021-12-26 22:22:50 main:574] : INFO : Epoch 1693 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1648.23 ms [2021-12-26 22:22:51 main:574] : INFO : Epoch 1694 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 1651.21 ms [2021-12-26 22:22:53 main:574] : INFO : Epoch 1695 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1644.9 ms [2021-12-26 22:22:55 main:574] : INFO : Epoch 1696 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1644.54 ms [2021-12-26 22:22:56 main:574] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1642.57 ms [2021-12-26 22:22:58 main:574] : INFO : Epoch 1698 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1650.75 ms [2021-12-26 22:23:00 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1645.9 ms [2021-12-26 22:23:01 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1646.54 ms [2021-12-26 22:23:03 main:574] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1636.82 ms [2021-12-26 22:23:05 main:574] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1648.34 ms [2021-12-26 22:23:06 main:574] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1656.17 ms [2021-12-26 22:23:08 main:574] : INFO : Epoch 1704 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1648.49 ms [2021-12-26 22:23:10 main:574] : INFO : Epoch 1705 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1655.77 ms [2021-12-26 22:23:11 main:574] : INFO : Epoch 1706 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1637.91 ms [2021-12-26 22:23:13 main:574] : INFO : Epoch 1707 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1646.62 ms [2021-12-26 22:23:14 main:574] : INFO : Epoch 1708 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1639.74 ms [2021-12-26 22:23:16 main:574] : INFO : Epoch 1709 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1656.4 ms [2021-12-26 22:23:18 main:574] : INFO : Epoch 1710 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 1656.03 ms [2021-12-26 22:23:19 main:574] : INFO : Epoch 1711 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1647.07 ms [2021-12-26 22:23:21 main:574] : INFO : Epoch 1712 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1643.73 ms [2021-12-26 22:23:23 main:574] : INFO : Epoch 1713 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1642.39 ms [2021-12-26 22:23:24 main:574] : INFO : Epoch 1714 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1635.22 ms [2021-12-26 22:23:26 main:574] : INFO : Epoch 1715 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1640.14 ms [2021-12-26 22:23:28 main:574] : INFO : Epoch 1716 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1651.56 ms [2021-12-26 22:23:29 main:574] : INFO : Epoch 1717 | loss: 0.0312503 | val_loss: 0.0312539 | Time: 1643.33 ms [2021-12-26 22:23:31 main:574] : INFO : Epoch 1718 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1648.94 ms [2021-12-26 22:23:33 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1646.12 ms [2021-12-26 22:23:34 main:574] : INFO : Epoch 1720 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1636.14 ms [2021-12-26 22:23:36 main:574] : INFO : Epoch 1721 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1643.34 ms [2021-12-26 22:23:38 main:574] : INFO : Epoch 1722 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1650.01 ms [2021-12-26 22:23:39 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1678.26 ms [2021-12-26 22:23:41 main:574] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1651.99 ms [2021-12-26 22:23:43 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1645.94 ms [2021-12-26 22:23:44 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1646.76 ms [2021-12-26 22:23:46 main:574] : INFO : Epoch 1727 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1650.62 ms [2021-12-26 22:23:47 main:574] : INFO : Epoch 1728 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1644.74 ms [2021-12-26 22:23:49 main:574] : INFO : Epoch 1729 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1655.19 ms [2021-12-26 22:23:51 main:574] : INFO : Epoch 1730 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1651.03 ms [2021-12-26 22:23:52 main:574] : INFO : Epoch 1731 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1646.77 ms [2021-12-26 22:23:54 main:574] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1641.19 ms [2021-12-26 22:23:56 main:574] : INFO : Epoch 1733 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 1645.69 ms [2021-12-26 22:23:57 main:574] : INFO : Epoch 1734 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1637.7 ms [2021-12-26 22:23:59 main:574] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1672.01 ms [2021-12-26 22:24:01 main:574] : INFO : Epoch 1736 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1650.25 ms [2021-12-26 22:24:02 main:574] : INFO : Epoch 1737 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1650.87 ms [2021-12-26 22:24:04 main:574] : INFO : Epoch 1738 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1647.43 ms [2021-12-26 22:24:06 main:574] : INFO : Epoch 1739 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1639.47 ms [2021-12-26 22:24:07 main:574] : INFO : Epoch 1740 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1643.95 ms [2021-12-26 22:24:09 main:574] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1646.01 ms [2021-12-26 22:24:11 main:574] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1648.6 ms [2021-12-26 22:24:12 main:574] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1642.05 ms [2021-12-26 22:24:14 main:574] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1672.12 ms [2021-12-26 22:24:16 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1657.16 ms [2021-12-26 22:24:17 main:574] : INFO : Epoch 1746 | loss: 0.03125 | val_loss: 0.03125 | Time: 1658.95 ms [2021-12-26 22:24:19 main:574] : INFO : Epoch 1747 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1647.45 ms [2021-12-26 22:24:21 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1646.22 ms [2021-12-26 22:24:22 main:574] : INFO : Epoch 1749 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1651.96 ms [2021-12-26 22:24:24 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1658.85 ms [2021-12-26 22:24:26 main:574] : INFO : Epoch 1751 | loss: 0.0312512 | val_loss: 0.0312535 | Time: 1646.06 ms [2021-12-26 22:24:27 main:574] : INFO : Epoch 1752 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1665.85 ms [2021-12-26 22:24:29 main:574] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1732.08 ms [2021-12-26 22:24:31 main:574] : INFO : Epoch 1754 | loss: 0.03125 | val_loss: 0.03125 | Time: 1679.59 ms [2021-12-26 22:24:32 main:574] : INFO : Epoch 1755 | loss: 0.0312505 | val_loss: 0.031253 | Time: 1648.17 ms [2021-12-26 22:24:34 main:574] : INFO : Epoch 1756 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1645.1 ms [2021-12-26 22:24:36 main:574] : INFO : Epoch 1757 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1652.71 ms [2021-12-26 22:24:37 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1643.55 ms [2021-12-26 22:24:39 main:574] : INFO : Epoch 1759 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1643.04 ms [2021-12-26 22:24:41 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1640.76 ms [2021-12-26 22:24:42 main:574] : INFO : Epoch 1761 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1640.8 ms [2021-12-26 22:24:44 main:574] : INFO : Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312535 | Time: 1650.53 ms [2021-12-26 22:24:45 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1643.17 ms [2021-12-26 22:24:47 main:574] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1715.16 ms [2021-12-26 22:24:49 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1657.89 ms [2021-12-26 22:24:51 main:574] : INFO : Epoch 1766 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1678.86 ms [2021-12-26 22:24:52 main:574] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1719.93 ms [2021-12-26 22:24:54 main:574] : INFO : Epoch 1768 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1694.49 ms [2021-12-26 22:24:56 main:574] : INFO : Epoch 1769 | loss: 0.031251 | val_loss: 0.0312499 | Time: 1660.97 ms [2021-12-26 22:24:57 main:574] : INFO : Epoch 1770 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1650.66 ms [2021-12-26 22:24:59 main:574] : INFO : Epoch 1771 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1661.63 ms [2021-12-26 22:25:01 main:574] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1646.88 ms [2021-12-26 22:25:02 main:574] : INFO : Epoch 1773 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1645.55 ms [2021-12-26 22:25:04 main:574] : INFO : Epoch 1774 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1651.16 ms [2021-12-26 22:25:06 main:574] : INFO : Epoch 1775 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1649.16 ms [2021-12-26 22:25:07 main:574] : INFO : Epoch 1776 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1650.63 ms [2021-12-26 22:25:09 main:574] : INFO : Epoch 1777 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1643.62 ms [2021-12-26 22:25:10 main:574] : INFO : Epoch 1778 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1642.2 ms [2021-12-26 22:25:12 main:574] : INFO : Epoch 1779 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1650.36 ms [2021-12-26 22:25:14 main:574] : INFO : Epoch 1780 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1648.11 ms [2021-12-26 22:25:15 main:574] : INFO : Epoch 1781 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1662.21 ms [2021-12-26 22:25:17 main:574] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1648.32 ms [2021-12-26 22:25:19 main:574] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1645.72 ms [2021-12-26 22:25:20 main:574] : INFO : Epoch 1784 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1639.87 ms [2021-12-26 22:25:22 main:574] : INFO : Epoch 1785 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1639.69 ms [2021-12-26 22:25:24 main:574] : INFO : Epoch 1786 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1637.29 ms [2021-12-26 22:25:25 main:574] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1645.34 ms [2021-12-26 22:25:27 main:574] : INFO : Epoch 1788 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1649.14 ms [2021-12-26 22:25:29 main:574] : INFO : Epoch 1789 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1647.88 ms [2021-12-26 22:25:30 main:574] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1647.07 ms [2021-12-26 22:25:32 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1656.74 ms [2021-12-26 22:25:34 main:574] : INFO : Epoch 1792 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1650.58 ms [2021-12-26 22:25:35 main:574] : INFO : Epoch 1793 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 1654.38 ms [2021-12-26 22:25:37 main:574] : INFO : Epoch 1794 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1648.74 ms [2021-12-26 22:25:39 main:574] : INFO : Epoch 1795 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1652.18 ms [2021-12-26 22:25:40 main:574] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1645.48 ms [2021-12-26 22:25:42 main:574] : INFO : Epoch 1797 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1650.33 ms [2021-12-26 22:25:43 main:574] : INFO : Epoch 1798 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1638.56 ms [2021-12-26 22:25:45 main:574] : INFO : Epoch 1799 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1644.56 ms [2021-12-26 22:25:47 main:574] : INFO : Epoch 1800 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1642.96 ms [2021-12-26 22:25:48 main:574] : INFO : Epoch 1801 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1636.99 ms [2021-12-26 22:25:50 main:574] : INFO : Epoch 1802 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1642.38 ms [2021-12-26 22:25:52 main:574] : INFO : Epoch 1803 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1650.28 ms [2021-12-26 22:25:53 main:574] : INFO : Epoch 1804 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1641.56 ms [2021-12-26 22:25:55 main:574] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1638.2 ms [2021-12-26 22:25:57 main:574] : INFO : Epoch 1806 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1645.76 ms [2021-12-26 22:25:58 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1664 ms [2021-12-26 22:26:00 main:574] : INFO : Epoch 1808 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1649.27 ms [2021-12-26 22:26:02 main:574] : INFO : Epoch 1809 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1650 ms [2021-12-26 22:26:03 main:574] : INFO : Epoch 1810 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1650.08 ms [2021-12-26 22:26:05 main:574] : INFO : Epoch 1811 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1656.56 ms [2021-12-26 22:26:07 main:574] : INFO : Epoch 1812 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1653.36 ms [2021-12-26 22:26:08 main:574] : INFO : Epoch 1813 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1638.61 ms [2021-12-26 22:26:10 main:574] : INFO : Epoch 1814 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1633.28 ms [2021-12-26 22:26:12 main:574] : INFO : Epoch 1815 | loss: 0.0312494 | val_loss: 0.0312525 | Time: 1637.12 ms [2021-12-26 22:26:13 main:574] : INFO : Epoch 1816 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 1637.92 ms [2021-12-26 22:26:15 main:574] : INFO : Epoch 1817 | loss: 0.0312515 | val_loss: 0.0312521 | Time: 1645.59 ms [2021-12-26 22:26:16 main:574] : INFO : Epoch 1818 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 1642.02 ms [2021-12-26 22:26:18 main:574] : INFO : Epoch 1819 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1644.99 ms [2021-12-26 22:26:20 main:574] : INFO : Epoch 1820 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 1642.45 ms [2021-12-26 22:26:21 main:574] : INFO : Epoch 1821 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1644.59 ms [2021-12-26 22:26:23 main:574] : INFO : Epoch 1822 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1642.99 ms [2021-12-26 22:26:25 main:574] : INFO : Epoch 1823 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1657.07 ms [2021-12-26 22:26:26 main:574] : INFO : Epoch 1824 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1652.95 ms [2021-12-26 22:26:28 main:574] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1656.01 ms [2021-12-26 22:26:30 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1653.41 ms [2021-12-26 22:26:31 main:574] : INFO : Epoch 1827 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1658.81 ms [2021-12-26 22:26:33 main:574] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1647.45 ms [2021-12-26 22:26:35 main:574] : INFO : Epoch 1829 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1648 ms [2021-12-26 22:26:36 main:574] : INFO : Epoch 1830 | loss: 0.031252 | val_loss: 0.0312505 | Time: 1653.12 ms [2021-12-26 22:26:38 main:574] : INFO : Epoch 1831 | loss: 0.0312499 | val_loss: 0.0312526 | Time: 1651.46 ms [2021-12-26 22:26:40 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1650.83 ms [2021-12-26 22:26:41 main:574] : INFO : Epoch 1833 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1650.97 ms [2021-12-26 22:26:43 main:574] : INFO : Epoch 1834 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1644.27 ms [2021-12-26 22:26:45 main:574] : INFO : Epoch 1835 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1644.04 ms [2021-12-26 22:26:46 main:574] : INFO : Epoch 1836 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1640.01 ms [2021-12-26 22:26:48 main:574] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1646.55 ms [2021-12-26 22:26:49 main:574] : INFO : Epoch 1838 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1653.02 ms [2021-12-26 22:26:51 main:574] : INFO : Epoch 1839 | loss: 0.0312492 | val_loss: 0.0312538 | Time: 1646.37 ms [2021-12-26 22:26:53 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1639.23 ms [2021-12-26 22:26:54 main:574] : INFO : Epoch 1841 | loss: 0.0312513 | val_loss: 0.031255 | Time: 1640.07 ms [2021-12-26 22:26:56 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1644.59 ms [2021-12-26 22:26:58 main:574] : INFO : Epoch 1843 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1641.28 ms [2021-12-26 22:26:59 main:574] : INFO : Epoch 1844 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1647.72 ms [2021-12-26 22:27:01 main:574] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1656.1 ms [2021-12-26 22:27:03 main:574] : INFO : Epoch 1846 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1659.97 ms [2021-12-26 22:27:04 main:574] : INFO : Epoch 1847 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1651.12 ms [2021-12-26 22:27:06 main:574] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1643.49 ms [2021-12-26 22:27:08 main:574] : INFO : Epoch 1849 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1645.06 ms [2021-12-26 22:27:09 main:574] : INFO : Epoch 1850 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1648.15 ms [2021-12-26 22:27:11 main:574] : INFO : Epoch 1851 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1650.67 ms [2021-12-26 22:27:13 main:574] : INFO : Epoch 1852 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1650.6 ms [2021-12-26 22:27:14 main:574] : INFO : Epoch 1853 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1651 ms [2021-12-26 22:27:16 main:574] : INFO : Epoch 1854 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1647.53 ms [2021-12-26 22:27:18 main:574] : INFO : Epoch 1855 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1656.01 ms [2021-12-26 22:27:19 main:574] : INFO : Epoch 1856 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1644.98 ms [2021-12-26 22:27:21 main:574] : INFO : Epoch 1857 | loss: 0.0312494 | val_loss: 0.0312529 | Time: 1641.82 ms [2021-12-26 22:27:23 main:574] : INFO : Epoch 1858 | loss: 0.0312513 | val_loss: 0.0312492 | Time: 1644.57 ms [2021-12-26 22:27:24 main:574] : INFO : Epoch 1859 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1649.41 ms [2021-12-26 22:27:26 main:574] : INFO : Epoch 1860 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1647.72 ms [2021-12-26 22:27:27 main:574] : INFO : Epoch 1861 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1643.45 ms [2021-12-26 22:27:29 main:574] : INFO : Epoch 1862 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1640.36 ms [2021-12-26 22:27:31 main:574] : INFO : Epoch 1863 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1643.04 ms [2021-12-26 22:27:32 main:574] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1641.88 ms [2021-12-26 22:27:34 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1639.22 ms [2021-12-26 22:27:36 main:574] : INFO : Epoch 1866 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1653.73 ms [2021-12-26 22:27:37 main:574] : INFO : Epoch 1867 | loss: 0.031249 | val_loss: 0.031249 | Time: 1630.68 ms [2021-12-26 22:27:39 main:574] : INFO : Epoch 1868 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1635.07 ms [2021-12-26 22:27:41 main:574] : INFO : Epoch 1869 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1636.37 ms [2021-12-26 22:27:42 main:574] : INFO : Epoch 1870 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1643.38 ms [2021-12-26 22:27:44 main:574] : INFO : Epoch 1871 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1641.29 ms [2021-12-26 22:27:46 main:574] : INFO : Epoch 1872 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 1643.66 ms [2021-12-26 22:27:47 main:574] : INFO : Epoch 1873 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1629.28 ms [2021-12-26 22:27:49 main:574] : INFO : Epoch 1874 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1637.35 ms [2021-12-26 22:27:50 main:574] : INFO : Epoch 1875 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1647.97 ms [2021-12-26 22:27:52 main:574] : INFO : Epoch 1876 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 1638.07 ms [2021-12-26 22:27:54 main:574] : INFO : Epoch 1877 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1654.71 ms [2021-12-26 22:27:55 main:574] : INFO : Epoch 1878 | loss: 0.0312499 | val_loss: 0.0312527 | Time: 1648.14 ms [2021-12-26 22:27:57 main:574] : INFO : Epoch 1879 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1651.93 ms [2021-12-26 22:27:59 main:574] : INFO : Epoch 1880 | loss: 0.0312513 | val_loss: 0.0312495 | Time: 1645.23 ms [2021-12-26 22:28:00 main:574] : INFO : Epoch 1881 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1648.8 ms [2021-12-26 22:28:02 main:574] : INFO : Epoch 1882 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 1642.13 ms [2021-12-26 22:28:04 main:574] : INFO : Epoch 1883 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1652.73 ms [2021-12-26 22:28:05 main:574] : INFO : Epoch 1884 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1650.27 ms [2021-12-26 22:28:07 main:574] : INFO : Epoch 1885 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1642.29 ms [2021-12-26 22:28:09 main:574] : INFO : Epoch 1886 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1647.27 ms [2021-12-26 22:28:10 main:574] : INFO : Epoch 1887 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 1639.41 ms [2021-12-26 22:28:12 main:574] : INFO : Epoch 1888 | loss: 0.0312463 | val_loss: 0.031247 | Time: 1638 ms [2021-12-26 22:28:14 main:574] : INFO : Epoch 1889 | loss: 0.0312463 | val_loss: 0.0312493 | Time: 1638.6 ms [2021-12-26 22:28:15 main:574] : INFO : Epoch 1890 | loss: 0.031246 | val_loss: 0.0312486 | Time: 1651.18 ms [2021-12-26 22:28:17 main:574] : INFO : Epoch 1891 | loss: 0.0312454 | val_loss: 0.0312543 | Time: 1643.61 ms [2021-12-26 22:28:19 main:574] : INFO : Epoch 1892 | loss: 0.031251 | val_loss: 0.0312489 | Time: 1646.16 ms [2021-12-26 22:28:20 main:574] : INFO : Epoch 1893 | loss: 0.0312466 | val_loss: 0.0312516 | Time: 1632.82 ms [2021-12-26 22:28:22 main:574] : INFO : Epoch 1894 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 1640.81 ms [2021-12-26 22:28:23 main:574] : INFO : Epoch 1895 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 1650.58 ms [2021-12-26 22:28:25 main:574] : INFO : Epoch 1896 | loss: 0.0312466 | val_loss: 0.0312513 | Time: 1650.22 ms [2021-12-26 22:28:27 main:574] : INFO : Epoch 1897 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1645.96 ms [2021-12-26 22:28:28 main:574] : INFO : Epoch 1898 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1649.55 ms [2021-12-26 22:28:30 main:574] : INFO : Epoch 1899 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 1659.37 ms [2021-12-26 22:28:32 main:574] : INFO : Epoch 1900 | loss: 0.0312487 | val_loss: 0.0312469 | Time: 1641.88 ms [2021-12-26 22:28:33 main:574] : INFO : Epoch 1901 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1647.36 ms [2021-12-26 22:28:35 main:574] : INFO : Epoch 1902 | loss: 0.0312458 | val_loss: 0.0312572 | Time: 1655.84 ms [2021-12-26 22:28:37 main:574] : INFO : Epoch 1903 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 1645.03 ms [2021-12-26 22:28:38 main:574] : INFO : Epoch 1904 | loss: 0.031246 | val_loss: 0.0312487 | Time: 1646.73 ms [2021-12-26 22:28:40 main:574] : INFO : Epoch 1905 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 1645.25 ms [2021-12-26 22:28:42 main:574] : INFO : Epoch 1906 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 1641.79 ms [2021-12-26 22:28:43 main:574] : INFO : Epoch 1907 | loss: 0.031245 | val_loss: 0.0312512 | Time: 1646.93 ms [2021-12-26 22:28:45 main:574] : INFO : Epoch 1908 | loss: 0.0312482 | val_loss: 0.0312447 | Time: 1656.95 ms [2021-12-26 22:28:47 main:574] : INFO : Epoch 1909 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1649.46 ms [2021-12-26 22:28:48 main:574] : INFO : Epoch 1910 | loss: 0.031246 | val_loss: 0.0312431 | Time: 1643.16 ms [2021-12-26 22:28:50 main:574] : INFO : Epoch 1911 | loss: 0.0312429 | val_loss: 0.0312483 | Time: 1650.35 ms [2021-12-26 22:28:52 main:574] : INFO : Epoch 1912 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 1651.56 ms [2021-12-26 22:28:53 main:574] : INFO : Epoch 1913 | loss: 0.0312419 | val_loss: 0.0312436 | Time: 1663.81 ms [2021-12-26 22:28:55 main:574] : INFO : Epoch 1914 | loss: 0.0312477 | val_loss: 0.0312519 | Time: 1642.93 ms [2021-12-26 22:28:56 main:574] : INFO : Epoch 1915 | loss: 0.0312484 | val_loss: 0.0312448 | Time: 1640.38 ms [2021-12-26 22:28:58 main:574] : INFO : Epoch 1916 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1633.76 ms [2021-12-26 22:29:00 main:574] : INFO : Epoch 1917 | loss: 0.0312432 | val_loss: 0.0312399 | Time: 1638.76 ms [2021-12-26 22:29:01 main:574] : INFO : Epoch 1918 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 1645.13 ms [2021-12-26 22:29:03 main:574] : INFO : Epoch 1919 | loss: 0.0312386 | val_loss: 0.0312478 | Time: 1640.77 ms [2021-12-26 22:29:05 main:574] : INFO : Epoch 1920 | loss: 0.0312439 | val_loss: 0.0312448 | Time: 1638.56 ms [2021-12-26 22:29:06 main:574] : INFO : Epoch 1921 | loss: 0.0312426 | val_loss: 0.0312403 | Time: 1646.6 ms [2021-12-26 22:29:08 main:574] : INFO : Epoch 1922 | loss: 0.031241 | val_loss: 0.0312387 | Time: 1655.6 ms [2021-12-26 22:29:10 main:574] : INFO : Epoch 1923 | loss: 0.0312409 | val_loss: 0.031242 | Time: 1655.01 ms [2021-12-26 22:29:11 main:574] : INFO : Epoch 1924 | loss: 0.0312426 | val_loss: 0.0312381 | Time: 1647.48 ms [2021-12-26 22:29:13 main:574] : INFO : Epoch 1925 | loss: 0.031238 | val_loss: 0.0312428 | Time: 1647.61 ms [2021-12-26 22:29:15 main:574] : INFO : Epoch 1926 | loss: 0.0312386 | val_loss: 0.031237 | Time: 1652.01 ms [2021-12-26 22:29:16 main:574] : INFO : Epoch 1927 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 1645.72 ms [2021-12-26 22:29:18 main:574] : INFO : Epoch 1928 | loss: 0.0312388 | val_loss: 0.0312419 | Time: 1644.83 ms [2021-12-26 22:29:20 main:574] : INFO : Epoch 1929 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 1646.47 ms [2021-12-26 22:29:21 main:574] : INFO : Epoch 1930 | loss: 0.0312416 | val_loss: 0.0312355 | Time: 1639.38 ms [2021-12-26 22:29:23 main:574] : INFO : Epoch 1931 | loss: 0.0312418 | val_loss: 0.0312454 | Time: 1640.03 ms [2021-12-26 22:29:24 main:574] : INFO : Epoch 1932 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 1645.91 ms [2021-12-26 22:29:26 main:574] : INFO : Epoch 1933 | loss: 0.0312381 | val_loss: 0.0312331 | Time: 1654.28 ms [2021-12-26 22:29:28 main:574] : INFO : Epoch 1934 | loss: 0.0312365 | val_loss: 0.0312343 | Time: 1636.7 ms [2021-12-26 22:29:29 main:574] : INFO : Epoch 1935 | loss: 0.0312343 | val_loss: 0.0312316 | Time: 1639.26 ms [2021-12-26 22:29:31 main:574] : INFO : Epoch 1936 | loss: 0.0312391 | val_loss: 0.0312426 | Time: 1649.5 ms [2021-12-26 22:29:33 main:574] : INFO : Epoch 1937 | loss: 0.0312371 | val_loss: 0.031232 | Time: 1656.08 ms [2021-12-26 22:29:34 main:574] : INFO : Epoch 1938 | loss: 0.0312368 | val_loss: 0.03124 | Time: 1650.12 ms [2021-12-26 22:29:36 main:574] : INFO : Epoch 1939 | loss: 0.0312345 | val_loss: 0.0312328 | Time: 1641.47 ms [2021-12-26 22:29:38 main:574] : INFO : Epoch 1940 | loss: 0.0312398 | val_loss: 0.0312493 | Time: 1647.15 ms [2021-12-26 22:29:39 main:574] : INFO : Epoch 1941 | loss: 0.0312386 | val_loss: 0.0312351 | Time: 1641.24 ms [2021-12-26 22:29:41 main:574] : INFO : Epoch 1942 | loss: 0.031232 | val_loss: 0.0312331 | Time: 1644.96 ms [2021-12-26 22:29:43 main:574] : INFO : Epoch 1943 | loss: 0.0312307 | val_loss: 0.0312333 | Time: 1655.82 ms [2021-12-26 22:29:44 main:574] : INFO : Epoch 1944 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 1653.98 ms [2021-12-26 22:29:46 main:574] : INFO : Epoch 1945 | loss: 0.0312346 | val_loss: 0.031231 | Time: 1638.03 ms [2021-12-26 22:29:48 main:574] : INFO : Epoch 1946 | loss: 0.0312309 | val_loss: 0.0312297 | Time: 1632.24 ms [2021-12-26 22:29:49 main:574] : INFO : Epoch 1947 | loss: 0.0312339 | val_loss: 0.0312319 | Time: 1646.21 ms [2021-12-26 22:29:51 main:574] : INFO : Epoch 1948 | loss: 0.031234 | val_loss: 0.0312377 | Time: 1631.09 ms [2021-12-26 22:29:52 main:574] : INFO : Epoch 1949 | loss: 0.0312342 | val_loss: 0.031229 | Time: 1638.2 ms [2021-12-26 22:29:54 main:574] : INFO : Epoch 1950 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 1637.48 ms [2021-12-26 22:29:56 main:574] : INFO : Epoch 1951 | loss: 0.0312304 | val_loss: 0.0312352 | Time: 1651.22 ms [2021-12-26 22:29:57 main:574] : INFO : Epoch 1952 | loss: 0.0312308 | val_loss: 0.0312429 | Time: 1650.4 ms [2021-12-26 22:29:59 main:574] : INFO : Epoch 1953 | loss: 0.0312299 | val_loss: 0.0312331 | Time: 1643.65 ms [2021-12-26 22:30:01 main:574] : INFO : Epoch 1954 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 1646.54 ms [2021-12-26 22:30:02 main:574] : INFO : Epoch 1955 | loss: 0.0312356 | val_loss: 0.0312339 | Time: 1642.32 ms [2021-12-26 22:30:04 main:574] : INFO : Epoch 1956 | loss: 0.0312349 | val_loss: 0.0312368 | Time: 1640.98 ms [2021-12-26 22:30:06 main:574] : INFO : Epoch 1957 | loss: 0.0312298 | val_loss: 0.031228 | Time: 1633.79 ms [2021-12-26 22:30:07 main:574] : INFO : Epoch 1958 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 1639.33 ms [2021-12-26 22:30:09 main:574] : INFO : Epoch 1959 | loss: 0.0312275 | val_loss: 0.0312282 | Time: 1646.8 ms [2021-12-26 22:30:11 main:574] : INFO : Epoch 1960 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 1633.38 ms [2021-12-26 22:30:12 main:574] : INFO : Epoch 1961 | loss: 0.0312283 | val_loss: 0.0312333 | Time: 1635.15 ms [2021-12-26 22:30:14 main:574] : INFO : Epoch 1962 | loss: 0.0312298 | val_loss: 0.0312275 | Time: 1642.63 ms [2021-12-26 22:30:16 main:574] : INFO : Epoch 1963 | loss: 0.0312287 | val_loss: 0.0312326 | Time: 1646.48 ms [2021-12-26 22:30:17 main:574] : INFO : Epoch 1964 | loss: 0.0312312 | val_loss: 0.0312332 | Time: 1657.49 ms [2021-12-26 22:30:19 main:574] : INFO : Epoch 1965 | loss: 0.0312276 | val_loss: 0.0312262 | Time: 1643.66 ms [2021-12-26 22:30:20 main:574] : INFO : Epoch 1966 | loss: 0.0312281 | val_loss: 0.0312291 | Time: 1655.21 ms [2021-12-26 22:30:22 main:574] : INFO : Epoch 1967 | loss: 0.0312267 | val_loss: 0.0312252 | Time: 1653.6 ms [2021-12-26 22:30:24 main:574] : INFO : Epoch 1968 | loss: 0.0312314 | val_loss: 0.0312349 | Time: 1643.04 ms [2021-12-26 22:30:25 main:574] : INFO : Epoch 1969 | loss: 0.0312328 | val_loss: 0.0312256 | Time: 1648.48 ms [2021-12-26 22:30:27 main:574] : INFO : Epoch 1970 | loss: 0.0312272 | val_loss: 0.0312256 | Time: 1646.08 ms [2021-12-26 22:30:29 main:574] : INFO : Epoch 1971 | loss: 0.0312257 | val_loss: 0.031225 | Time: 1647.46 ms [2021-12-26 22:30:30 main:574] : INFO : Epoch 1972 | loss: 0.0312262 | val_loss: 0.0312254 | Time: 1640.28 ms [2021-12-26 22:30:32 main:574] : INFO : Epoch 1973 | loss: 0.0312263 | val_loss: 0.0312268 | Time: 1640.65 ms [2021-12-26 22:30:34 main:574] : INFO : Epoch 1974 | loss: 0.0312271 | val_loss: 0.0312257 | Time: 1637.86 ms [2021-12-26 22:30:35 main:574] : INFO : Epoch 1975 | loss: 0.0312275 | val_loss: 0.0312312 | Time: 1638.02 ms [2021-12-26 22:30:37 main:574] : INFO : Epoch 1976 | loss: 0.0312274 | val_loss: 0.0312248 | Time: 1646.3 ms [2021-12-26 22:30:39 main:574] : INFO : Epoch 1977 | loss: 0.0312268 | val_loss: 0.0312251 | Time: 1647.49 ms [2021-12-26 22:30:40 main:574] : INFO : Epoch 1978 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 1643.03 ms [2021-12-26 22:30:42 main:574] : INFO : Epoch 1979 | loss: 0.0312262 | val_loss: 0.0312257 | Time: 1655.8 ms [2021-12-26 22:30:44 main:574] : INFO : Epoch 1980 | loss: 0.0312275 | val_loss: 0.0312271 | Time: 1652.05 ms [2021-12-26 22:30:45 main:574] : INFO : Epoch 1981 | loss: 0.0312262 | val_loss: 0.0312253 | Time: 1647.61 ms [2021-12-26 22:30:47 main:574] : INFO : Epoch 1982 | loss: 0.0312248 | val_loss: 0.0312291 | Time: 1644.48 ms [2021-12-26 22:30:49 main:574] : INFO : Epoch 1983 | loss: 0.0312288 | val_loss: 0.0312265 | Time: 1636.54 ms [2021-12-26 22:30:50 main:574] : INFO : Epoch 1984 | loss: 0.0312266 | val_loss: 0.0312262 | Time: 1641.78 ms [2021-12-26 22:30:52 main:574] : INFO : Epoch 1985 | loss: 0.0312271 | val_loss: 0.0312258 | Time: 1650.69 ms [2021-12-26 22:30:53 main:574] : INFO : Epoch 1986 | loss: 0.0312258 | val_loss: 0.031226 | Time: 1652.45 ms [2021-12-26 22:30:55 main:574] : INFO : Epoch 1987 | loss: 0.0312281 | val_loss: 0.0312265 | Time: 1641.16 ms [2021-12-26 22:30:57 main:574] : INFO : Epoch 1988 | loss: 0.0312288 | val_loss: 0.0312301 | Time: 1636.65 ms [2021-12-26 22:30:58 main:574] : INFO : Epoch 1989 | loss: 0.0312272 | val_loss: 0.0312311 | Time: 1640.45 ms [2021-12-26 22:31:00 main:574] : INFO : Epoch 1990 | loss: 0.0312301 | val_loss: 0.0312243 | Time: 1649.15 ms [2021-12-26 22:31:02 main:574] : INFO : Epoch 1991 | loss: 0.0312258 | val_loss: 0.031225 | Time: 1646.17 ms [2021-12-26 22:31:03 main:574] : INFO : Epoch 1992 | loss: 0.0312259 | val_loss: 0.0312265 | Time: 1639.2 ms [2021-12-26 22:31:05 main:574] : INFO : Epoch 1993 | loss: 0.0312257 | val_loss: 0.0312251 | Time: 1640.7 ms [2021-12-26 22:31:07 main:574] : INFO : Epoch 1994 | loss: 0.0312304 | val_loss: 0.0312273 | Time: 1643.66 ms [2021-12-26 22:31:08 main:574] : INFO : Epoch 1995 | loss: 0.0312282 | val_loss: 0.0312306 | Time: 1649.52 ms [2021-12-26 22:31:10 main:574] : INFO : Epoch 1996 | loss: 0.0312269 | val_loss: 0.0312271 | Time: 1646.98 ms [2021-12-26 22:31:12 main:574] : INFO : Epoch 1997 | loss: 0.0312241 | val_loss: 0.0312274 | Time: 1652.23 ms [2021-12-26 22:31:13 main:574] : INFO : Epoch 1998 | loss: 0.0312252 | val_loss: 0.0312261 | Time: 1654.29 ms [2021-12-26 22:31:15 main:574] : INFO : Epoch 1999 | loss: 0.0312277 | val_loss: 0.0312431 | Time: 1644.99 ms [2021-12-26 22:31:17 main:574] : INFO : Epoch 2000 | loss: 0.0312303 | val_loss: 0.0312237 | Time: 1654.54 ms [2021-12-26 22:31:18 main:574] : INFO : Epoch 2001 | loss: 0.0312253 | val_loss: 0.03123 | Time: 1647.1 ms [2021-12-26 22:31:20 main:574] : INFO : Epoch 2002 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1657.82 ms [2021-12-26 22:31:22 main:574] : INFO : Epoch 2003 | loss: 0.031225 | val_loss: 0.0312258 | Time: 1664.01 ms [2021-12-26 22:31:23 main:574] : INFO : Epoch 2004 | loss: 0.0312245 | val_loss: 0.0312303 | Time: 1646.81 ms [2021-12-26 22:31:25 main:574] : INFO : Epoch 2005 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 1656.52 ms [2021-12-26 22:31:26 main:574] : INFO : Epoch 2006 | loss: 0.0312307 | val_loss: 0.0312308 | Time: 1653.07 ms [2021-12-26 22:31:28 main:574] : INFO : Epoch 2007 | loss: 0.0312288 | val_loss: 0.0312257 | Time: 1649.91 ms [2021-12-26 22:31:30 main:574] : INFO : Epoch 2008 | loss: 0.0312234 | val_loss: 0.031223 | Time: 1655.09 ms [2021-12-26 22:31:31 main:574] : INFO : Epoch 2009 | loss: 0.0312232 | val_loss: 0.0312263 | Time: 1652.1 ms [2021-12-26 22:31:33 main:574] : INFO : Epoch 2010 | loss: 0.0312234 | val_loss: 0.0312231 | Time: 1657.4 ms [2021-12-26 22:31:35 main:574] : INFO : Epoch 2011 | loss: 0.0312233 | val_loss: 0.0312224 | Time: 1655.66 ms [2021-12-26 22:31:36 main:574] : INFO : Epoch 2012 | loss: 0.0312234 | val_loss: 0.0312354 | Time: 1656.48 ms [2021-12-26 22:31:38 main:574] : INFO : Epoch 2013 | loss: 0.0312261 | val_loss: 0.0312263 | Time: 1659.69 ms [2021-12-26 22:31:40 main:574] : INFO : Epoch 2014 | loss: 0.0312225 | val_loss: 0.0312226 | Time: 1658.82 ms [2021-12-26 22:31:41 main:574] : INFO : Epoch 2015 | loss: 0.0312223 | val_loss: 0.0312249 | Time: 1655 ms [2021-12-26 22:31:43 main:574] : INFO : Epoch 2016 | loss: 0.0312298 | val_loss: 0.0312262 | Time: 1648.64 ms [2021-12-26 22:31:45 main:574] : INFO : Epoch 2017 | loss: 0.0312236 | val_loss: 0.031223 | Time: 1646.17 ms [2021-12-26 22:31:46 main:574] : INFO : Epoch 2018 | loss: 0.0312226 | val_loss: 0.0312292 | Time: 1647.92 ms [2021-12-26 22:31:48 main:574] : INFO : Epoch 2019 | loss: 0.0312251 | val_loss: 0.0312302 | Time: 1660.34 ms [2021-12-26 22:31:50 main:574] : INFO : Epoch 2020 | loss: 0.0312226 | val_loss: 0.0312236 | Time: 1658.58 ms [2021-12-26 22:31:51 main:574] : INFO : Epoch 2021 | loss: 0.0312221 | val_loss: 0.031223 | Time: 1659.96 ms [2021-12-26 22:31:53 main:574] : INFO : Epoch 2022 | loss: 0.0312231 | val_loss: 0.0312242 | Time: 1636.35 ms [2021-12-26 22:31:55 main:574] : INFO : Epoch 2023 | loss: 0.031225 | val_loss: 0.031231 | Time: 1655.87 ms [2021-12-26 22:31:56 main:574] : INFO : Epoch 2024 | loss: 0.031222 | val_loss: 0.0312269 | Time: 1687.08 ms [2021-12-26 22:31:58 main:574] : INFO : Epoch 2025 | loss: 0.0312219 | val_loss: 0.0312231 | Time: 1726.99 ms [2021-12-26 22:32:00 main:574] : INFO : Epoch 2026 | loss: 0.0312214 | val_loss: 0.0312219 | Time: 1694.78 ms [2021-12-26 22:32:01 main:574] : INFO : Epoch 2027 | loss: 0.0312218 | val_loss: 0.0312225 | Time: 1699.09 ms [2021-12-26 22:32:03 main:574] : INFO : Epoch 2028 | loss: 0.0312223 | val_loss: 0.0312218 | Time: 1720.31 ms [2021-12-26 22:32:05 main:574] : INFO : Epoch 2029 | loss: 0.0312241 | val_loss: 0.0312216 | Time: 1648.59 ms [2021-12-26 22:32:07 main:574] : INFO : Epoch 2030 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 1658.3 ms [2021-12-26 22:32:08 main:574] : INFO : Epoch 2031 | loss: 0.0312229 | val_loss: 0.0312221 | Time: 1638.78 ms [2021-12-26 22:32:10 main:574] : INFO : Epoch 2032 | loss: 0.0312217 | val_loss: 0.0312315 | Time: 1640.63 ms [2021-12-26 22:32:11 main:574] : INFO : Epoch 2033 | loss: 0.0312287 | val_loss: 0.0312321 | Time: 1645 ms [2021-12-26 22:32:13 main:574] : INFO : Epoch 2034 | loss: 0.0312259 | val_loss: 0.0312247 | Time: 1643.28 ms [2021-12-26 22:32:15 main:574] : INFO : Epoch 2035 | loss: 0.0312215 | val_loss: 0.0312211 | Time: 1649.28 ms [2021-12-26 22:32:16 main:574] : INFO : Epoch 2036 | loss: 0.0312196 | val_loss: 0.0312248 | Time: 1657.78 ms [2021-12-26 22:32:18 main:574] : INFO : Epoch 2037 | loss: 0.0312205 | val_loss: 0.0312222 | Time: 1676.29 ms [2021-12-26 22:32:20 main:574] : INFO : Epoch 2038 | loss: 0.0312203 | val_loss: 0.0312209 | Time: 1653.86 ms [2021-12-26 22:32:21 main:574] : INFO : Epoch 2039 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 1649.69 ms [2021-12-26 22:32:23 main:574] : INFO : Epoch 2040 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 1658.1 ms [2021-12-26 22:32:25 main:574] : INFO : Epoch 2041 | loss: 0.0312217 | val_loss: 0.0312229 | Time: 1642.21 ms [2021-12-26 22:32:26 main:574] : INFO : Epoch 2042 | loss: 0.0312192 | val_loss: 0.0312246 | Time: 1664.47 ms [2021-12-26 22:32:28 main:574] : INFO : Epoch 2043 | loss: 0.0312193 | val_loss: 0.0312201 | Time: 1692.24 ms [2021-12-26 22:32:30 main:574] : INFO : Epoch 2044 | loss: 0.031219 | val_loss: 0.0312343 | Time: 1662.05 ms [2021-12-26 22:32:31 main:574] : INFO : Epoch 2045 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 1693.04 ms [2021-12-26 22:32:33 main:574] : INFO : Epoch 2046 | loss: 0.0312186 | val_loss: 0.0312197 | Time: 1655.13 ms [2021-12-26 22:32:35 main:574] : INFO : Epoch 2047 | loss: 0.0312198 | val_loss: 0.0312317 | Time: 1658.83 ms [2021-12-26 22:32:36 main:574] : INFO : Epoch 2048 | loss: 0.0312205 | val_loss: 0.031222 | Time: 1710.97 ms [2021-12-26 22:32:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031222 [2021-12-26 22:32:36 main:603] : INFO : Saving end state to config to file [2021-12-26 22:32:36 main:608] : INFO : Success, exiting.. 22:32:36 (24072): 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)