Task 10212808
| Name | ParityModified-1639949263-21878-0_1 |
| Workunit | 7380562 |
| Created | 26 Dec 2021, 18:25:50 UTC |
| Sent | 26 Dec 2021, 18:43:32 UTC |
| Report deadline | 3 Jan 2022, 18:43:32 UTC |
| Received | 27 Dec 2021, 12:33:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 55 min 27 sec |
| CPU time | 54 min 36 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> ss: 0.0312502 | Time: 1645.88 ms [2021-12-27 13:19:44 main:574] : INFO : Epoch 1542 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1631.27 ms [2021-12-27 13:19:45 main:574] : INFO : Epoch 1543 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1621.78 ms [2021-12-27 13:19:47 main:574] : INFO : Epoch 1544 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1623.67 ms [2021-12-27 13:19:48 main:574] : INFO : Epoch 1545 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1633.68 ms [2021-12-27 13:19:50 main:574] : INFO : Epoch 1546 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1621.29 ms [2021-12-27 13:19:52 main:574] : INFO : Epoch 1547 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1629.88 ms [2021-12-27 13:19:53 main:574] : INFO : Epoch 1548 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1631.63 ms [2021-12-27 13:19:55 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1630.54 ms [2021-12-27 13:19:57 main:574] : INFO : Epoch 1550 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1641.33 ms [2021-12-27 13:19:58 main:574] : INFO : Epoch 1551 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1635.29 ms [2021-12-27 13:20:00 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312556 | Time: 1630.17 ms [2021-12-27 13:20:02 main:574] : INFO : Epoch 1553 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1639.84 ms [2021-12-27 13:20:03 main:574] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 1633.88 ms [2021-12-27 13:20:05 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1637.25 ms [2021-12-27 13:20:06 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1637.56 ms [2021-12-27 13:20:08 main:574] : INFO : Epoch 1557 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 1626.29 ms [2021-12-27 13:20:10 main:574] : INFO : Epoch 1558 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1626.08 ms [2021-12-27 13:20:11 main:574] : INFO : Epoch 1559 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1624.87 ms [2021-12-27 13:20:13 main:574] : INFO : Epoch 1560 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1628.93 ms [2021-12-27 13:20:15 main:574] : INFO : Epoch 1561 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1630.76 ms [2021-12-27 13:20:16 main:574] : INFO : Epoch 1562 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1620.49 ms [2021-12-27 13:20:18 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1626.08 ms [2021-12-27 13:20:19 main:574] : INFO : Epoch 1564 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1632.73 ms [2021-12-27 13:20:21 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1626.02 ms [2021-12-27 13:20:23 main:574] : INFO : Epoch 1566 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1639.1 ms [2021-12-27 13:20:24 main:574] : INFO : Epoch 1567 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1632.65 ms [2021-12-27 13:20:26 main:574] : INFO : Epoch 1568 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1643.39 ms [2021-12-27 13:20:28 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1626.84 ms [2021-12-27 13:20:29 main:574] : INFO : Epoch 1570 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1623.35 ms [2021-12-27 13:20:31 main:574] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1624.14 ms [2021-12-27 13:20:33 main:574] : INFO : Epoch 1572 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1633.84 ms [2021-12-27 13:20:34 main:574] : INFO : Epoch 1573 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1627.33 ms [2021-12-27 13:20:36 main:574] : INFO : Epoch 1574 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1634.64 ms [2021-12-27 13:20:37 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1636.07 ms [2021-12-27 13:20:39 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1626.69 ms [2021-12-27 13:20:41 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1635.44 ms [2021-12-27 13:20:42 main:574] : INFO : Epoch 1578 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1636.78 ms [2021-12-27 13:20:44 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1631.84 ms [2021-12-27 13:20:46 main:574] : INFO : Epoch 1580 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1634.82 ms [2021-12-27 13:20:47 main:574] : INFO : Epoch 1581 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1636.5 ms [2021-12-27 13:20:49 main:574] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1630.79 ms [2021-12-27 13:20:51 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1639.99 ms [2021-12-27 13:20:52 main:574] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1637.68 ms [2021-12-27 13:20:54 main:574] : INFO : Epoch 1585 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1626.19 ms [2021-12-27 13:20:55 main:574] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1633.69 ms [2021-12-27 13:20:57 main:574] : INFO : Epoch 1587 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1624.2 ms [2021-12-27 13:20:59 main:574] : INFO : Epoch 1588 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1640.03 ms [2021-12-27 13:21:00 main:574] : INFO : Epoch 1589 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1643.58 ms [2021-12-27 13:21:02 main:574] : INFO : Epoch 1590 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1632.36 ms [2021-12-27 13:21:04 main:574] : INFO : Epoch 1591 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1629.77 ms [2021-12-27 13:21:05 main:574] : INFO : Epoch 1592 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1623.64 ms [2021-12-27 13:21:07 main:574] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1627.09 ms [2021-12-27 13:21:09 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1635.04 ms [2021-12-27 13:21:10 main:574] : INFO : Epoch 1595 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1627.75 ms [2021-12-27 13:21:12 main:574] : INFO : Epoch 1596 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1623.56 ms [2021-12-27 13:21:13 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1642.29 ms [2021-12-27 13:21:15 main:574] : INFO : Epoch 1598 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1632.05 ms [2021-12-27 13:21:17 main:574] : INFO : Epoch 1599 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1633.23 ms [2021-12-27 13:21:18 main:574] : INFO : Epoch 1600 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1622.96 ms [2021-12-27 13:21:20 main:574] : INFO : Epoch 1601 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1636.55 ms [2021-12-27 13:21:22 main:574] : INFO : Epoch 1602 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1639.13 ms [2021-12-27 13:21:23 main:574] : INFO : Epoch 1603 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1639.36 ms [2021-12-27 13:21:25 main:574] : INFO : Epoch 1604 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1636.4 ms [2021-12-27 13:21:27 main:574] : INFO : Epoch 1605 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1630.47 ms [2021-12-27 13:21:28 main:574] : INFO : Epoch 1606 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1625.54 ms [2021-12-27 13:21:30 main:574] : INFO : Epoch 1607 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1633.31 ms [2021-12-27 13:21:31 main:574] : INFO : Epoch 1608 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1634.29 ms [2021-12-27 13:21:33 main:574] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1632.9 ms [2021-12-27 13:21:35 main:574] : INFO : Epoch 1610 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1627.08 ms [2021-12-27 13:21:36 main:574] : INFO : Epoch 1611 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1632.29 ms [2021-12-27 13:21:38 main:574] : INFO : Epoch 1612 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1625.55 ms [2021-12-27 13:21:40 main:574] : INFO : Epoch 1613 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1640.96 ms [2021-12-27 13:21:41 main:574] : INFO : Epoch 1614 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1632.25 ms [2021-12-27 13:21:43 main:574] : INFO : Epoch 1615 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1632.69 ms [2021-12-27 13:21:45 main:574] : INFO : Epoch 1616 | loss: 0.0312615 | val_loss: 0.0312573 | Time: 1627.27 ms [2021-12-27 13:21:46 main:574] : INFO : Epoch 1617 | loss: 0.0327688 | val_loss: 0.0328272 | Time: 1640.59 ms [2021-12-27 13:21:48 main:574] : INFO : Epoch 1618 | loss: 0.0351494 | val_loss: 0.031765 | Time: 1630.02 ms [2021-12-27 13:21:49 main:574] : INFO : Epoch 1619 | loss: 0.0336004 | val_loss: 0.0318897 | Time: 1628.18 ms [2021-12-27 13:21:51 main:574] : INFO : Epoch 1620 | loss: 0.0314776 | val_loss: 0.0313149 | Time: 1629.48 ms [2021-12-27 13:21:53 main:574] : INFO : Epoch 1621 | loss: 0.0312964 | val_loss: 0.0312685 | Time: 1623.09 ms [2021-12-27 13:21:54 main:574] : INFO : Epoch 1622 | loss: 0.0312619 | val_loss: 0.0312578 | Time: 1634.59 ms [2021-12-27 13:21:56 main:574] : INFO : Epoch 1623 | loss: 0.0312553 | val_loss: 0.0312526 | Time: 1619.59 ms [2021-12-27 13:21:58 main:574] : INFO : Epoch 1624 | loss: 0.0312529 | val_loss: 0.0312521 | Time: 1629.65 ms [2021-12-27 13:21:59 main:574] : INFO : Epoch 1625 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1621.97 ms [2021-12-27 13:22:01 main:574] : INFO : Epoch 1626 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1634.81 ms [2021-12-27 13:22:02 main:574] : INFO : Epoch 1627 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1643.01 ms [2021-12-27 13:22:04 main:574] : INFO : Epoch 1628 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1625.93 ms [2021-12-27 13:22:06 main:574] : INFO : Epoch 1629 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1626.32 ms [2021-12-27 13:22:07 main:574] : INFO : Epoch 1630 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1639.95 ms [2021-12-27 13:22:09 main:574] : INFO : Epoch 1631 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1634.46 ms [2021-12-27 13:22:11 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1636.05 ms [2021-12-27 13:22:12 main:574] : INFO : Epoch 1633 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1627.69 ms [2021-12-27 13:22:14 main:574] : INFO : Epoch 1634 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1643.6 ms [2021-12-27 13:22:16 main:574] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1623.73 ms [2021-12-27 13:22:17 main:574] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1628.61 ms [2021-12-27 13:22:19 main:574] : INFO : Epoch 1637 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1626.52 ms [2021-12-27 13:22:20 main:574] : INFO : Epoch 1638 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1633.86 ms [2021-12-27 13:22:22 main:574] : INFO : Epoch 1639 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1628.9 ms [2021-12-27 13:22:24 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1633.55 ms [2021-12-27 13:22:25 main:574] : INFO : Epoch 1641 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1629.79 ms [2021-12-27 13:22:27 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1621.91 ms [2021-12-27 13:22:29 main:574] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1622.93 ms [2021-12-27 13:22:30 main:574] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1630.77 ms [2021-12-27 13:22:32 main:574] : INFO : Epoch 1645 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1630.57 ms [2021-12-27 13:22:34 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1629.19 ms [2021-12-27 13:22:35 main:574] : INFO : Epoch 1647 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1624.83 ms [2021-12-27 13:22:37 main:574] : INFO : Epoch 1648 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1622.74 ms [2021-12-27 13:22:38 main:574] : INFO : Epoch 1649 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1627.86 ms [2021-12-27 13:22:40 main:574] : INFO : Epoch 1650 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1629.75 ms [2021-12-27 13:22:42 main:574] : INFO : Epoch 1651 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1619.21 ms [2021-12-27 13:22:43 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1641.66 ms [2021-12-27 13:22:45 main:574] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1631.42 ms [2021-12-27 13:22:47 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1628.35 ms [2021-12-27 13:22:48 main:574] : INFO : Epoch 1655 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1630.84 ms [2021-12-27 13:22:50 main:574] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1635.31 ms [2021-12-27 13:22:51 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1616.64 ms [2021-12-27 13:22:53 main:574] : INFO : Epoch 1658 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1628.01 ms [2021-12-27 13:22:55 main:574] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1623.29 ms [2021-12-27 13:22:56 main:574] : INFO : Epoch 1660 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1624.27 ms [2021-12-27 13:22:58 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1636.56 ms [2021-12-27 13:23:00 main:574] : INFO : Epoch 1662 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1625.66 ms [2021-12-27 13:23:01 main:574] : INFO : Epoch 1663 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1618.41 ms [2021-12-27 13:23:03 main:574] : INFO : Epoch 1664 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1630.42 ms [2021-12-27 13:23:04 main:574] : INFO : Epoch 1665 | loss: 0.03125 | val_loss: 0.03125 | Time: 1621.15 ms [2021-12-27 13:23:06 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1622.4 ms [2021-12-27 13:23:08 main:574] : INFO : Epoch 1667 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1630.73 ms [2021-12-27 13:23:09 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1643.57 ms [2021-12-27 13:23:11 main:574] : INFO : Epoch 1669 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1632.55 ms [2021-12-27 13:23:13 main:574] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1626.12 ms [2021-12-27 13:23:14 main:574] : INFO : Epoch 1671 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1630.56 ms [2021-12-27 13:23:16 main:574] : INFO : Epoch 1672 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1635.61 ms [2021-12-27 13:23:18 main:574] : INFO : Epoch 1673 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1631.1 ms [2021-12-27 13:23:19 main:574] : INFO : Epoch 1674 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1637.35 ms [2021-12-27 13:23:21 main:574] : INFO : Epoch 1675 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1630.27 ms [2021-12-27 13:23:22 main:574] : INFO : Epoch 1676 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1630.13 ms [2021-12-27 13:23:24 main:574] : INFO : Epoch 1677 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1626.57 ms [2021-12-27 13:23:26 main:574] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1580.49 ms [2021-12-27 13:23:27 main:574] : INFO : Epoch 1679 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1565.84 ms [2021-12-27 13:23:29 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1555.52 ms [2021-12-27 13:23:30 main:574] : INFO : Epoch 1681 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1561.94 ms [2021-12-27 13:23:32 main:574] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1570.74 ms [2021-12-27 13:23:34 main:574] : INFO : Epoch 1683 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1578.53 ms [2021-12-27 13:23:35 main:574] : INFO : Epoch 1684 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1573.91 ms [2021-12-27 13:23:37 main:574] : INFO : Epoch 1685 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1568.16 ms [2021-12-27 13:23:38 main:574] : INFO : Epoch 1686 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1571.72 ms [2021-12-27 13:23:40 main:574] : INFO : Epoch 1687 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1574.38 ms [2021-12-27 13:23:41 main:574] : INFO : Epoch 1688 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1566.94 ms [2021-12-27 13:23:43 main:574] : INFO : Epoch 1689 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1572.78 ms [2021-12-27 13:23:45 main:574] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1571.9 ms [2021-12-27 13:23:46 main:574] : INFO : Epoch 1691 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1563.41 ms [2021-12-27 13:23:48 main:574] : INFO : Epoch 1692 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1558.61 ms [2021-12-27 13:23:49 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1564.97 ms [2021-12-27 13:23:51 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1575.05 ms [2021-12-27 13:23:52 main:574] : INFO : Epoch 1695 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1571.17 ms [2021-12-27 13:23:54 main:574] : INFO : Epoch 1696 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1573.19 ms [2021-12-27 13:23:56 main:574] : INFO : Epoch 1697 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1566.46 ms [2021-12-27 13:23:57 main:574] : INFO : Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1564.26 ms [2021-12-27 13:23:59 main:574] : INFO : Epoch 1699 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1570.2 ms [2021-12-27 13:24:00 main:574] : INFO : Epoch 1700 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1568.91 ms [2021-12-27 13:24:02 main:574] : INFO : Epoch 1701 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1571.39 ms [2021-12-27 13:24:03 main:574] : INFO : Epoch 1702 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1567.57 ms [2021-12-27 13:24:05 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1569.15 ms [2021-12-27 13:24:07 main:574] : INFO : Epoch 1704 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1574.6 ms [2021-12-27 13:24:08 main:574] : INFO : Epoch 1705 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1569.04 ms [2021-12-27 13:24:10 main:574] : INFO : Epoch 1706 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1573.51 ms [2021-12-27 13:24:11 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1560.56 ms [2021-12-27 13:24:13 main:574] : INFO : Epoch 1708 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1569.33 ms [2021-12-27 13:24:14 main:574] : INFO : Epoch 1709 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1569.71 ms [2021-12-27 13:24:16 main:574] : INFO : Epoch 1710 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1574.11 ms [2021-12-27 13:24:18 main:574] : INFO : Epoch 1711 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1571.85 ms [2021-12-27 13:24:19 main:574] : INFO : Epoch 1712 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1559.16 ms [2021-12-27 13:24:21 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1568.37 ms [2021-12-27 13:24:22 main:574] : INFO : Epoch 1714 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1581.66 ms [2021-12-27 13:24:24 main:574] : INFO : Epoch 1715 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1569.29 ms [2021-12-27 13:24:25 main:574] : INFO : Epoch 1716 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1562.88 ms [2021-12-27 13:24:27 main:574] : INFO : Epoch 1717 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1563.7 ms [2021-12-27 13:24:29 main:574] : INFO : Epoch 1718 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1553.89 ms [2021-12-27 13:24:30 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1543.34 ms [2021-12-27 13:24:32 main:574] : INFO : Epoch 1720 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1550.25 ms [2021-12-27 13:24:33 main:574] : INFO : Epoch 1721 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1547.31 ms [2021-12-27 13:24:35 main:574] : INFO : Epoch 1722 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1562.25 ms [2021-12-27 13:24:36 main:574] : INFO : Epoch 1723 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1563.25 ms [2021-12-27 13:24:38 main:574] : INFO : Epoch 1724 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1550.12 ms [2021-12-27 13:24:39 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1545.23 ms [2021-12-27 13:24:41 main:574] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1558.34 ms [2021-12-27 13:24:43 main:574] : INFO : Epoch 1727 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1555.5 ms [2021-12-27 13:24:44 main:574] : INFO : Epoch 1728 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1549.53 ms [2021-12-27 13:24:46 main:574] : INFO : Epoch 1729 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1557.85 ms [2021-12-27 13:24:47 main:574] : INFO : Epoch 1730 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1560.36 ms [2021-12-27 13:24:49 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1556.68 ms [2021-12-27 13:24:50 main:574] : INFO : Epoch 1732 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1552.37 ms [2021-12-27 13:24:52 main:574] : INFO : Epoch 1733 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1561.24 ms [2021-12-27 13:24:53 main:574] : INFO : Epoch 1734 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1542.66 ms [2021-12-27 13:24:55 main:574] : INFO : Epoch 1735 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1548.32 ms [2021-12-27 13:24:57 main:574] : INFO : Epoch 1736 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1563.94 ms [2021-12-27 13:24:58 main:574] : INFO : Epoch 1737 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1559.2 ms [2021-12-27 13:25:00 main:574] : INFO : Epoch 1738 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1546.72 ms [2021-12-27 13:25:01 main:574] : INFO : Epoch 1739 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1548.39 ms [2021-12-27 13:25:03 main:574] : INFO : Epoch 1740 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1557.03 ms [2021-12-27 13:25:04 main:574] : INFO : Epoch 1741 | loss: 0.0312498 | val_loss: 0.0312531 | Time: 1557.54 ms [2021-12-27 13:25:06 main:574] : INFO : Epoch 1742 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1554.3 ms [2021-12-27 13:25:07 main:574] : INFO : Epoch 1743 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1556.31 ms [2021-12-27 13:25:09 main:574] : INFO : Epoch 1744 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1561.62 ms [2021-12-27 13:25:11 main:574] : INFO : Epoch 1745 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1555.86 ms [2021-12-27 13:25:12 main:574] : INFO : Epoch 1746 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1553.99 ms [2021-12-27 13:25:14 main:574] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1552.35 ms [2021-12-27 13:25:15 main:574] : INFO : Epoch 1748 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1546.52 ms [2021-12-27 13:25:17 main:574] : INFO : Epoch 1749 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1553.27 ms [2021-12-27 13:25:18 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1553.4 ms [2021-12-27 13:25:20 main:574] : INFO : Epoch 1751 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1549.13 ms [2021-12-27 13:25:21 main:574] : INFO : Epoch 1752 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1559.43 ms [2021-12-27 13:25:23 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1554.33 ms [2021-12-27 13:25:25 main:574] : INFO : Epoch 1754 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1553.87 ms [2021-12-27 13:25:26 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1557.52 ms [2021-12-27 13:25:28 main:574] : INFO : Epoch 1756 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1555.5 ms [2021-12-27 13:25:29 main:574] : INFO : Epoch 1757 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1552.85 ms [2021-12-27 13:25:31 main:574] : INFO : Epoch 1758 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1555.75 ms [2021-12-27 13:25:32 main:574] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1562.98 ms [2021-12-27 13:25:34 main:574] : INFO : Epoch 1760 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1552.24 ms [2021-12-27 13:25:35 main:574] : INFO : Epoch 1761 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1554.98 ms [2021-12-27 13:25:37 main:574] : INFO : Epoch 1762 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1550.43 ms [2021-12-27 13:25:39 main:574] : INFO : Epoch 1763 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1553.32 ms [2021-12-27 13:25:40 main:574] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1554.79 ms [2021-12-27 13:25:42 main:574] : INFO : Epoch 1765 | loss: 0.03125 | val_loss: 0.03125 | Time: 1544.38 ms [2021-12-27 13:25:43 main:574] : INFO : Epoch 1766 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1561.56 ms [2021-12-27 13:25:45 main:574] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1557.71 ms [2021-12-27 13:25:46 main:574] : INFO : Epoch 1768 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1557.14 ms [2021-12-27 13:25:48 main:574] : INFO : Epoch 1769 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1551.51 ms [2021-12-27 13:25:50 main:574] : INFO : Epoch 1770 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1553.37 ms [2021-12-27 13:25:51 main:574] : INFO : Epoch 1771 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1567.55 ms [2021-12-27 13:25:53 main:574] : INFO : Epoch 1772 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1559.59 ms [2021-12-27 13:25:54 main:574] : INFO : Epoch 1773 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1559.91 ms [2021-12-27 13:25:56 main:574] : INFO : Epoch 1774 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1565.43 ms [2021-12-27 13:25:57 main:574] : INFO : Epoch 1775 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1554.09 ms [2021-12-27 13:25:59 main:574] : INFO : Epoch 1776 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1557.29 ms [2021-12-27 13:26:00 main:574] : INFO : Epoch 1777 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1546.61 ms [2021-12-27 13:26:02 main:574] : INFO : Epoch 1778 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1557.9 ms [2021-12-27 13:26:04 main:574] : INFO : Epoch 1779 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1563.28 ms [2021-12-27 13:26:05 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1550.97 ms [2021-12-27 13:26:07 main:574] : INFO : Epoch 1781 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1573.95 ms [2021-12-27 13:26:08 main:574] : INFO : Epoch 1782 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1558.24 ms [2021-12-27 13:26:10 main:574] : INFO : Epoch 1783 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1561.1 ms [2021-12-27 13:26:11 main:574] : INFO : Epoch 1784 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1574.18 ms [2021-12-27 13:26:13 main:574] : INFO : Epoch 1785 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1554.51 ms [2021-12-27 13:26:15 main:574] : INFO : Epoch 1786 | loss: 0.0312494 | val_loss: 0.0312523 | Time: 1551.2 ms [2021-12-27 13:26:16 main:574] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1555 ms [2021-12-27 13:26:18 main:574] : INFO : Epoch 1788 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1552.67 ms [2021-12-27 13:26:19 main:574] : INFO : Epoch 1789 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 1569.38 ms [2021-12-27 13:26:21 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1554.59 ms [2021-12-27 13:26:22 main:574] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1560.09 ms [2021-12-27 13:26:24 main:574] : INFO : Epoch 1792 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1570.22 ms [2021-12-27 13:26:25 main:574] : INFO : Epoch 1793 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1580.14 ms [2021-12-27 13:26:27 main:574] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1568.71 ms [2021-12-27 13:26:29 main:574] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1564.45 ms [2021-12-27 13:26:30 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1556.74 ms [2021-12-27 13:26:32 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1560.98 ms [2021-12-27 13:26:33 main:574] : INFO : Epoch 1798 | loss: 0.0312516 | val_loss: 0.0312532 | Time: 1563.24 ms [2021-12-27 13:26:35 main:574] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1571.93 ms [2021-12-27 13:26:36 main:574] : INFO : Epoch 1800 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1557.39 ms [2021-12-27 13:26:38 main:574] : INFO : Epoch 1801 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1542.87 ms [2021-12-27 13:26:40 main:574] : INFO : Epoch 1802 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1552.02 ms [2021-12-27 13:26:41 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1555.22 ms [2021-12-27 13:26:43 main:574] : INFO : Epoch 1804 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1548.99 ms [2021-12-27 13:26:44 main:574] : INFO : Epoch 1805 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1557.77 ms [2021-12-27 13:26:46 main:574] : INFO : Epoch 1806 | loss: 0.0312492 | val_loss: 0.0312515 | Time: 1559.39 ms [2021-12-27 13:26:47 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1546.25 ms [2021-12-27 13:26:49 main:574] : INFO : Epoch 1808 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1548.87 ms [2021-12-27 13:26:50 main:574] : INFO : Epoch 1809 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1557.98 ms [2021-12-27 13:26:52 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1555.69 ms [2021-12-27 13:26:54 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1566.94 ms [2021-12-27 13:26:55 main:574] : INFO : Epoch 1812 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1556.3 ms [2021-12-27 13:26:57 main:574] : INFO : Epoch 1813 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1559.66 ms [2021-12-27 13:26:58 main:574] : INFO : Epoch 1814 | loss: 0.03125 | val_loss: 0.031252 | Time: 1548.64 ms [2021-12-27 13:27:00 main:574] : INFO : Epoch 1815 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1556.44 ms [2021-12-27 13:27:01 main:574] : INFO : Epoch 1816 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1543.32 ms [2021-12-27 13:27:03 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1552.74 ms [2021-12-27 13:27:04 main:574] : INFO : Epoch 1818 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1566.94 ms [2021-12-27 13:27:06 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1555.71 ms [2021-12-27 13:27:08 main:574] : INFO : Epoch 1820 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1556.45 ms [2021-12-27 13:27:09 main:574] : INFO : Epoch 1821 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1552.56 ms [2021-12-27 13:27:11 main:574] : INFO : Epoch 1822 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1554.35 ms [2021-12-27 13:27:12 main:574] : INFO : Epoch 1823 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1550.58 ms [2021-12-27 13:27:14 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1561.31 ms [2021-12-27 13:27:15 main:574] : INFO : Epoch 1825 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1555.59 ms [2021-12-27 13:27:17 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1557.31 ms [2021-12-27 13:27:19 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1562.22 ms [2021-12-27 13:27:20 main:574] : INFO : Epoch 1828 | loss: 0.031251 | val_loss: 0.0312552 | Time: 1550.29 ms [2021-12-27 13:27:22 main:574] : INFO : Epoch 1829 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1556.24 ms [2021-12-27 13:27:23 main:574] : INFO : Epoch 1830 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1560.88 ms [2021-12-27 13:27:25 main:574] : INFO : Epoch 1831 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1561.45 ms [2021-12-27 13:27:26 main:574] : INFO : Epoch 1832 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1546.94 ms [2021-12-27 13:27:28 main:574] : INFO : Epoch 1833 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1564.86 ms [2021-12-27 13:27:29 main:574] : INFO : Epoch 1834 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1556.92 ms [2021-12-27 13:27:31 main:574] : INFO : Epoch 1835 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1558.25 ms [2021-12-27 13:27:33 main:574] : INFO : Epoch 1836 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1561.4 ms [2021-12-27 13:27:34 main:574] : INFO : Epoch 1837 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1565.55 ms [2021-12-27 13:27:36 main:574] : INFO : Epoch 1838 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1565.53 ms [2021-12-27 13:27:37 main:574] : INFO : Epoch 1839 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1560.92 ms [2021-12-27 13:27:39 main:574] : INFO : Epoch 1840 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1544.12 ms [2021-12-27 13:27:40 main:574] : INFO : Epoch 1841 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1554.97 ms [2021-12-27 13:27:42 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1553.76 ms [2021-12-27 13:27:43 main:574] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1552.7 ms [2021-12-27 13:27:45 main:574] : INFO : Epoch 1844 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1558.07 ms [2021-12-27 13:27:47 main:574] : INFO : Epoch 1845 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1546.45 ms [2021-12-27 13:27:48 main:574] : INFO : Epoch 1846 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1551.56 ms [2021-12-27 13:27:50 main:574] : INFO : Epoch 1847 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1558.68 ms [2021-12-27 13:27:51 main:574] : INFO : Epoch 1848 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1556.33 ms [2021-12-27 13:27:53 main:574] : INFO : Epoch 1849 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1557 ms [2021-12-27 13:27:54 main:574] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1556.04 ms [2021-12-27 13:27:56 main:574] : INFO : Epoch 1851 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1560.66 ms [2021-12-27 13:27:58 main:574] : INFO : Epoch 1852 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1571.21 ms [2021-12-27 13:27:59 main:574] : INFO : Epoch 1853 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1565.72 ms [2021-12-27 13:28:01 main:574] : INFO : Epoch 1854 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1555.47 ms [2021-12-27 13:28:02 main:574] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1566.23 ms [2021-12-27 13:28:04 main:574] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1563.08 ms [2021-12-27 13:28:05 main:574] : INFO : Epoch 1857 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1562.98 ms [2021-12-27 13:28:07 main:574] : INFO : Epoch 1858 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1550.7 ms [2021-12-27 13:28:08 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1555.48 ms [2021-12-27 13:28:10 main:574] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1562.02 ms [2021-12-27 13:28:12 main:574] : INFO : Epoch 1861 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1547.06 ms [2021-12-27 13:28:13 main:574] : INFO : Epoch 1862 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1558.46 ms [2021-12-27 13:28:15 main:574] : INFO : Epoch 1863 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1546.83 ms [2021-12-27 13:28:16 main:574] : INFO : Epoch 1864 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1554.71 ms [2021-12-27 13:28:18 main:574] : INFO : Epoch 1865 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1553.8 ms [2021-12-27 13:28:19 main:574] : INFO : Epoch 1866 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1553.6 ms [2021-12-27 13:28:21 main:574] : INFO : Epoch 1867 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1562.14 ms [2021-12-27 13:28:22 main:574] : INFO : Epoch 1868 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1551 ms [2021-12-27 13:28:24 main:574] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1563.52 ms [2021-12-27 13:28:26 main:574] : INFO : Epoch 1870 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1634.71 ms [2021-12-27 13:28:27 main:574] : INFO : Epoch 1871 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1569.69 ms [2021-12-27 13:28:29 main:574] : INFO : Epoch 1872 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1581.48 ms [2021-12-27 13:28:30 main:574] : INFO : Epoch 1873 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1652 ms [2021-12-27 13:28:32 main:574] : INFO : Epoch 1874 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1573.4 ms [2021-12-27 13:28:34 main:574] : INFO : Epoch 1875 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1560.35 ms [2021-12-27 13:28:35 main:574] : INFO : Epoch 1876 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1578.34 ms [2021-12-27 13:28:37 main:574] : INFO : Epoch 1877 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1567.87 ms [2021-12-27 13:28:38 main:574] : INFO : Epoch 1878 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1576.12 ms [2021-12-27 13:28:40 main:574] : INFO : Epoch 1879 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1565.06 ms [2021-12-27 13:28:41 main:574] : INFO : Epoch 1880 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1554.35 ms [2021-12-27 13:28:43 main:574] : INFO : Epoch 1881 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1570.66 ms [2021-12-27 13:28:45 main:574] : INFO : Epoch 1882 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1555.4 ms [2021-12-27 13:28:46 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1564.87 ms [2021-12-27 13:28:48 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 1572.56 ms [2021-12-27 13:28:49 main:574] : INFO : Epoch 1885 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1572.88 ms [2021-12-27 13:28:51 main:574] : INFO : Epoch 1886 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1568.87 ms [2021-12-27 13:28:52 main:574] : INFO : Epoch 1887 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1573.68 ms [2021-12-27 13:28:54 main:574] : INFO : Epoch 1888 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1581.69 ms [2021-12-27 13:28:56 main:574] : INFO : Epoch 1889 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1576.53 ms [2021-12-27 13:28:57 main:574] : INFO : Epoch 1890 | loss: 0.0312521 | val_loss: 0.031254 | Time: 1575.51 ms [2021-12-27 13:28:59 main:574] : INFO : Epoch 1891 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1584.22 ms [2021-12-27 13:29:00 main:574] : INFO : Epoch 1892 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1573.28 ms [2021-12-27 13:29:02 main:574] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1571.09 ms [2021-12-27 13:29:04 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1564.43 ms [2021-12-27 13:29:05 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1561.04 ms [2021-12-27 13:29:07 main:574] : INFO : Epoch 1896 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1568.77 ms [2021-12-27 13:29:08 main:574] : INFO : Epoch 1897 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1573.75 ms [2021-12-27 13:29:10 main:574] : INFO : Epoch 1898 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1567.87 ms [2021-12-27 13:29:11 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1570.78 ms [2021-12-27 13:29:13 main:574] : INFO : Epoch 1900 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1566.93 ms [2021-12-27 13:29:15 main:574] : INFO : Epoch 1901 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1570.04 ms [2021-12-27 13:29:16 main:574] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1572.08 ms [2021-12-27 13:29:18 main:574] : INFO : Epoch 1903 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1582.44 ms [2021-12-27 13:29:19 main:574] : INFO : Epoch 1904 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1579.58 ms [2021-12-27 13:29:21 main:574] : INFO : Epoch 1905 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1582.57 ms [2021-12-27 13:29:22 main:574] : INFO : Epoch 1906 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1583.49 ms [2021-12-27 13:29:24 main:574] : INFO : Epoch 1907 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1585.63 ms [2021-12-27 13:29:26 main:574] : INFO : Epoch 1908 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1577.42 ms [2021-12-27 13:29:27 main:574] : INFO : Epoch 1909 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1573.32 ms [2021-12-27 13:29:29 main:574] : INFO : Epoch 1910 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1573.67 ms [2021-12-27 13:29:30 main:574] : INFO : Epoch 1911 | loss: 0.031251 | val_loss: 0.0312528 | Time: 1574.42 ms [2021-12-27 13:29:32 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1576.4 ms [2021-12-27 13:29:33 main:574] : INFO : Epoch 1913 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1584.23 ms [2021-12-27 13:29:35 main:574] : INFO : Epoch 1914 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1572.45 ms [2021-12-27 13:29:37 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1573.86 ms [2021-12-27 13:29:38 main:574] : INFO : Epoch 1916 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1574.42 ms [2021-12-27 13:29:40 main:574] : INFO : Epoch 1917 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1574.46 ms [2021-12-27 13:29:41 main:574] : INFO : Epoch 1918 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1582.38 ms [2021-12-27 13:29:43 main:574] : INFO : Epoch 1919 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1568.56 ms [2021-12-27 13:29:45 main:574] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.0312541 | Time: 1569.91 ms [2021-12-27 13:29:46 main:574] : INFO : Epoch 1921 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1568.62 ms [2021-12-27 13:29:48 main:574] : INFO : Epoch 1922 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1583.63 ms [2021-12-27 13:29:49 main:574] : INFO : Epoch 1923 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1576.7 ms [2021-12-27 13:29:51 main:574] : INFO : Epoch 1924 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1569.64 ms [2021-12-27 13:29:52 main:574] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1576.29 ms [2021-12-27 13:29:54 main:574] : INFO : Epoch 1926 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1575.61 ms [2021-12-27 13:29:56 main:574] : INFO : Epoch 1927 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 1573.31 ms [2021-12-27 13:29:57 main:574] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1561.41 ms [2021-12-27 13:29:59 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1570.12 ms [2021-12-27 13:30:00 main:574] : INFO : Epoch 1930 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1582.48 ms [2021-12-27 13:30:02 main:574] : INFO : Epoch 1931 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1570.85 ms [2021-12-27 13:30:03 main:574] : INFO : Epoch 1932 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1573.55 ms [2021-12-27 13:30:05 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1570.28 ms [2021-12-27 13:30:07 main:574] : INFO : Epoch 1934 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1580.06 ms [2021-12-27 13:30:08 main:574] : INFO : Epoch 1935 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1579.74 ms [2021-12-27 13:30:10 main:574] : INFO : Epoch 1936 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1582.28 ms [2021-12-27 13:30:11 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1574.63 ms [2021-12-27 13:30:13 main:574] : INFO : Epoch 1938 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1569.65 ms [2021-12-27 13:30:14 main:574] : INFO : Epoch 1939 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1563.98 ms [2021-12-27 13:30:16 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.0312524 | Time: 1570.66 ms [2021-12-27 13:30:18 main:574] : INFO : Epoch 1941 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1576.89 ms [2021-12-27 13:30:19 main:574] : INFO : Epoch 1942 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1570.48 ms [2021-12-27 13:30:21 main:574] : INFO : Epoch 1943 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1571.56 ms [2021-12-27 13:30:22 main:574] : INFO : Epoch 1944 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1571.04 ms [2021-12-27 13:30:24 main:574] : INFO : Epoch 1945 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1580.8 ms [2021-12-27 13:30:26 main:574] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1560.64 ms [2021-12-27 13:30:27 main:574] : INFO : Epoch 1947 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1576.6 ms [2021-12-27 13:30:29 main:574] : INFO : Epoch 1948 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1576.97 ms [2021-12-27 13:30:30 main:574] : INFO : Epoch 1949 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1580.72 ms [2021-12-27 13:30:32 main:574] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1567.06 ms [2021-12-27 13:30:33 main:574] : INFO : Epoch 1951 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1580.17 ms [2021-12-27 13:30:35 main:574] : INFO : Epoch 1952 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1580.25 ms [2021-12-27 13:30:37 main:574] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1566.12 ms [2021-12-27 13:30:38 main:574] : INFO : Epoch 1954 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1568.93 ms [2021-12-27 13:30:40 main:574] : INFO : Epoch 1955 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1563.76 ms [2021-12-27 13:30:41 main:574] : INFO : Epoch 1956 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1575.56 ms [2021-12-27 13:30:43 main:574] : INFO : Epoch 1957 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1565.76 ms [2021-12-27 13:30:44 main:574] : INFO : Epoch 1958 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1575.57 ms [2021-12-27 13:30:46 main:574] : INFO : Epoch 1959 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1574.47 ms [2021-12-27 13:30:48 main:574] : INFO : Epoch 1960 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1574.65 ms [2021-12-27 13:30:49 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.03125 | Time: 1571.22 ms [2021-12-27 13:30:51 main:574] : INFO : Epoch 1962 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1569.09 ms [2021-12-27 13:30:52 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1571.54 ms [2021-12-27 13:30:54 main:574] : INFO : Epoch 1964 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1562.31 ms [2021-12-27 13:30:55 main:574] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1566.2 ms [2021-12-27 13:30:57 main:574] : INFO : Epoch 1966 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1578.76 ms [2021-12-27 13:30:59 main:574] : INFO : Epoch 1967 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1578.66 ms [2021-12-27 13:31:00 main:574] : INFO : Epoch 1968 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1574.19 ms [2021-12-27 13:31:02 main:574] : INFO : Epoch 1969 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1578.58 ms [2021-12-27 13:31:03 main:574] : INFO : Epoch 1970 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1564.28 ms [2021-12-27 13:31:05 main:574] : INFO : Epoch 1971 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1565.89 ms [2021-12-27 13:31:06 main:574] : INFO : Epoch 1972 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1560.43 ms [2021-12-27 13:31:08 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1574.76 ms [2021-12-27 13:31:10 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1578.61 ms [2021-12-27 13:31:11 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312529 | Time: 1574.7 ms [2021-12-27 13:31:13 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1576.79 ms [2021-12-27 13:31:14 main:574] : INFO : Epoch 1977 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 1568.52 ms [2021-12-27 13:31:16 main:574] : INFO : Epoch 1978 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1572.87 ms [2021-12-27 13:31:18 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1576.01 ms [2021-12-27 13:31:19 main:574] : INFO : Epoch 1980 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1579.9 ms [2021-12-27 13:31:21 main:574] : INFO : Epoch 1981 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1577.5 ms [2021-12-27 13:31:22 main:574] : INFO : Epoch 1982 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1585 ms [2021-12-27 13:31:24 main:574] : INFO : Epoch 1983 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1582.3 ms [2021-12-27 13:31:25 main:574] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1573.78 ms [2021-12-27 13:31:27 main:574] : INFO : Epoch 1985 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1569.93 ms [2021-12-27 13:31:29 main:574] : INFO : Epoch 1986 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 1574.48 ms [2021-12-27 13:31:30 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1582.69 ms [2021-12-27 13:31:32 main:574] : INFO : Epoch 1988 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1580.86 ms [2021-12-27 13:31:33 main:574] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1586.11 ms [2021-12-27 13:31:35 main:574] : INFO : Epoch 1990 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1568.81 ms [2021-12-27 13:31:36 main:574] : INFO : Epoch 1991 | loss: 0.0312492 | val_loss: 0.0312517 | Time: 1574.3 ms [2021-12-27 13:31:38 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1576.8 ms [2021-12-27 13:31:40 main:574] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1585 ms [2021-12-27 13:31:41 main:574] : INFO : Epoch 1994 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1572.16 ms [2021-12-27 13:31:43 main:574] : INFO : Epoch 1995 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1577.72 ms [2021-12-27 13:31:44 main:574] : INFO : Epoch 1996 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1578.47 ms [2021-12-27 13:31:46 main:574] : INFO : Epoch 1997 | loss: 0.0312517 | val_loss: 0.031254 | Time: 1580.54 ms [2021-12-27 13:31:48 main:574] : INFO : Epoch 1998 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1568.14 ms [2021-12-27 13:31:49 main:574] : INFO : Epoch 1999 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1569.31 ms [2021-12-27 13:31:51 main:574] : INFO : Epoch 2000 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1572.26 ms [2021-12-27 13:31:52 main:574] : INFO : Epoch 2001 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1581.24 ms [2021-12-27 13:31:54 main:574] : INFO : Epoch 2002 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1574.17 ms [2021-12-27 13:31:55 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1573.65 ms [2021-12-27 13:31:57 main:574] : INFO : Epoch 2004 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1566.84 ms [2021-12-27 13:31:59 main:574] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1568.56 ms [2021-12-27 13:32:00 main:574] : INFO : Epoch 2006 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1566.19 ms [2021-12-27 13:32:02 main:574] : INFO : Epoch 2007 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1583.09 ms [2021-12-27 13:32:03 main:574] : INFO : Epoch 2008 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1577.69 ms [2021-12-27 13:32:05 main:574] : INFO : Epoch 2009 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 1575.75 ms [2021-12-27 13:32:06 main:574] : INFO : Epoch 2010 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1573.34 ms [2021-12-27 13:32:08 main:574] : INFO : Epoch 2011 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1577.7 ms [2021-12-27 13:32:10 main:574] : INFO : Epoch 2012 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1563.67 ms [2021-12-27 13:32:11 main:574] : INFO : Epoch 2013 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1572.59 ms [2021-12-27 13:32:13 main:574] : INFO : Epoch 2014 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1575.91 ms [2021-12-27 13:32:14 main:574] : INFO : Epoch 2015 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1574.51 ms [2021-12-27 13:32:16 main:574] : INFO : Epoch 2016 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1560.67 ms [2021-12-27 13:32:17 main:574] : INFO : Epoch 2017 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1561.77 ms [2021-12-27 13:32:19 main:574] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1573.94 ms [2021-12-27 13:32:21 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1568.93 ms [2021-12-27 13:32:22 main:574] : INFO : Epoch 2020 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1571.45 ms [2021-12-27 13:32:24 main:574] : INFO : Epoch 2021 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1574.82 ms [2021-12-27 13:32:25 main:574] : INFO : Epoch 2022 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1559.76 ms [2021-12-27 13:32:27 main:574] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1573.84 ms [2021-12-27 13:32:28 main:574] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1578.02 ms [2021-12-27 13:32:30 main:574] : INFO : Epoch 2025 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1585.25 ms [2021-12-27 13:32:32 main:574] : INFO : Epoch 2026 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1572.14 ms [2021-12-27 13:32:33 main:574] : INFO : Epoch 2027 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1576.78 ms [2021-12-27 13:32:35 main:574] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1576.54 ms [2021-12-27 13:32:36 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1575.62 ms [2021-12-27 13:32:38 main:574] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1565.67 ms [2021-12-27 13:32:40 main:574] : INFO : Epoch 2031 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1574.93 ms [2021-12-27 13:32:41 main:574] : INFO : Epoch 2032 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1577.56 ms [2021-12-27 13:32:43 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1574.97 ms [2021-12-27 13:32:44 main:574] : INFO : Epoch 2034 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1570.01 ms [2021-12-27 13:32:46 main:574] : INFO : Epoch 2035 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1568.55 ms [2021-12-27 13:32:47 main:574] : INFO : Epoch 2036 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1571.12 ms [2021-12-27 13:32:49 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1569.57 ms [2021-12-27 13:32:51 main:574] : INFO : Epoch 2038 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1565.93 ms [2021-12-27 13:32:52 main:574] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1576.17 ms [2021-12-27 13:32:54 main:574] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1584.71 ms [2021-12-27 13:32:55 main:574] : INFO : Epoch 2041 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1576.89 ms [2021-12-27 13:32:57 main:574] : INFO : Epoch 2042 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1576.72 ms [2021-12-27 13:32:58 main:574] : INFO : Epoch 2043 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1564.54 ms [2021-12-27 13:33:00 main:574] : INFO : Epoch 2044 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1555.2 ms [2021-12-27 13:33:02 main:574] : INFO : Epoch 2045 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1570.16 ms [2021-12-27 13:33:03 main:574] : INFO : Epoch 2046 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1570.02 ms [2021-12-27 13:33:05 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1577.67 ms [2021-12-27 13:33:06 main:574] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1571.47 ms [2021-12-27 13:33:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312496 [2021-12-27 13:33:06 main:603] : INFO : Saving end state to config to file [2021-12-27 13:33:06 main:608] : INFO : Success, exiting.. 13:33:06 (18712): 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)