Task 7369525
| Name | ParityModified-1631730881-14589-0_0 |
| Workunit | 5045612 |
| Created | 15 Sep 2021, 18:34:46 UTC |
| Sent | 16 Sep 2021, 21:07:38 UTC |
| Report deadline | 24 Sep 2021, 21:07:38 UTC |
| Received | 17 Sep 2021, 1:13:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 57 min 57 sec |
| CPU time | 53 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1615.84 ms [2021-09-16 19:57:53 main:574] : INFO : Epoch 1541 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1619.04 ms [2021-09-16 19:57:55 main:574] : INFO : Epoch 1542 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1623.97 ms [2021-09-16 19:57:57 main:574] : INFO : Epoch 1543 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1599.48 ms [2021-09-16 19:57:58 main:574] : INFO : Epoch 1544 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1563.58 ms [2021-09-16 19:58:00 main:574] : INFO : Epoch 1545 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1596.79 ms [2021-09-16 19:58:02 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1588.09 ms [2021-09-16 19:58:03 main:574] : INFO : Epoch 1547 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1535.67 ms [2021-09-16 19:58:05 main:574] : INFO : Epoch 1548 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1630.59 ms [2021-09-16 19:58:07 main:574] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1698.6 ms [2021-09-16 19:58:09 main:574] : INFO : Epoch 1550 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1611.32 ms [2021-09-16 19:58:10 main:574] : INFO : Epoch 1551 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 1523.27 ms [2021-09-16 19:58:12 main:574] : INFO : Epoch 1552 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1561.31 ms [2021-09-16 19:58:14 main:574] : INFO : Epoch 1553 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 1550.14 ms [2021-09-16 19:58:16 main:574] : INFO : Epoch 1554 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1563.18 ms [2021-09-16 19:58:18 main:574] : INFO : Epoch 1555 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1610.32 ms [2021-09-16 19:58:19 main:574] : INFO : Epoch 1556 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1612.93 ms [2021-09-16 19:58:21 main:574] : INFO : Epoch 1557 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1606.3 ms [2021-09-16 19:58:23 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1577.18 ms [2021-09-16 19:58:24 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1567.63 ms [2021-09-16 19:58:26 main:574] : INFO : Epoch 1560 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1605.18 ms [2021-09-16 19:58:28 main:574] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1636.67 ms [2021-09-16 19:58:29 main:574] : INFO : Epoch 1562 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1749.3 ms [2021-09-16 19:58:31 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1626.67 ms [2021-09-16 19:58:33 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1565.49 ms [2021-09-16 19:58:34 main:574] : INFO : Epoch 1565 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1542.9 ms [2021-09-16 19:58:36 main:574] : INFO : Epoch 1566 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1611.13 ms [2021-09-16 19:58:38 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1636.51 ms [2021-09-16 19:58:39 main:574] : INFO : Epoch 1568 | loss: 0.0312505 | val_loss: 0.0312532 | Time: 1573.35 ms [2021-09-16 19:58:41 main:574] : INFO : Epoch 1569 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1572.35 ms [2021-09-16 19:58:42 main:574] : INFO : Epoch 1570 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1568.23 ms [2021-09-16 19:58:44 main:574] : INFO : Epoch 1571 | loss: 0.0312517 | val_loss: 0.0312535 | Time: 1630.24 ms [2021-09-16 19:58:46 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1573.61 ms [2021-09-16 19:58:48 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1590.51 ms [2021-09-16 19:58:49 main:574] : INFO : Epoch 1574 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1625.4 ms [2021-09-16 19:58:51 main:574] : INFO : Epoch 1575 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1576.06 ms [2021-09-16 19:58:53 main:574] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1522.49 ms [2021-09-16 19:58:54 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1586.34 ms [2021-09-16 19:58:56 main:574] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1613.21 ms [2021-09-16 19:58:57 main:574] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1586.96 ms [2021-09-16 19:59:00 main:574] : INFO : Epoch 1580 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1594.3 ms [2021-09-16 19:59:02 main:574] : INFO : Epoch 1581 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1581.91 ms [2021-09-16 19:59:03 main:574] : INFO : Epoch 1582 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1577.92 ms [2021-09-16 19:59:05 main:574] : INFO : Epoch 1583 | loss: 0.0312512 | val_loss: 0.0312527 | Time: 1590.16 ms [2021-09-16 19:59:07 main:574] : INFO : Epoch 1584 | loss: 0.0312519 | val_loss: 0.0312503 | Time: 1519.79 ms [2021-09-16 19:59:08 main:574] : INFO : Epoch 1585 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1554.81 ms [2021-09-16 19:59:10 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1627.45 ms [2021-09-16 19:59:13 main:574] : INFO : Epoch 1587 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1538.72 ms [2021-09-16 19:59:15 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1554.35 ms [2021-09-16 19:59:16 main:574] : INFO : Epoch 1589 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1617.77 ms [2021-09-16 19:59:18 main:574] : INFO : Epoch 1590 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1598.5 ms [2021-09-16 19:59:19 main:574] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1561.64 ms [2021-09-16 19:59:21 main:574] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1588.33 ms [2021-09-16 19:59:23 main:574] : INFO : Epoch 1593 | loss: 0.0312522 | val_loss: 0.0312503 | Time: 1565.38 ms [2021-09-16 19:59:24 main:574] : INFO : Epoch 1594 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1604.36 ms [2021-09-16 19:59:26 main:574] : INFO : Epoch 1595 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1596.74 ms [2021-09-16 19:59:28 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1611.77 ms [2021-09-16 19:59:30 main:574] : INFO : Epoch 1597 | loss: 0.031251 | val_loss: 0.031251 | Time: 1640.1 ms [2021-09-16 19:59:31 main:574] : INFO : Epoch 1598 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1564.92 ms [2021-09-16 19:59:33 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1573.82 ms [2021-09-16 19:59:35 main:574] : INFO : Epoch 1600 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1537.18 ms [2021-09-16 19:59:36 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1585.85 ms [2021-09-16 19:59:38 main:574] : INFO : Epoch 1602 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1605.49 ms [2021-09-16 19:59:40 main:574] : INFO : Epoch 1603 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 1563.72 ms [2021-09-16 19:59:41 main:574] : INFO : Epoch 1604 | loss: 0.0312522 | val_loss: 0.0312506 | Time: 1573.85 ms [2021-09-16 19:59:43 main:574] : INFO : Epoch 1605 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1564.84 ms [2021-09-16 19:59:45 main:574] : INFO : Epoch 1606 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1587.55 ms [2021-09-16 19:59:46 main:574] : INFO : Epoch 1607 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1578.02 ms [2021-09-16 19:59:48 main:574] : INFO : Epoch 1608 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1557.28 ms [2021-09-16 19:59:49 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1601.12 ms [2021-09-16 19:59:51 main:574] : INFO : Epoch 1610 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1559.61 ms [2021-09-16 19:59:53 main:574] : INFO : Epoch 1611 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1533.65 ms [2021-09-16 19:59:54 main:574] : INFO : Epoch 1612 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 1593.67 ms [2021-09-16 19:59:56 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1624.99 ms [2021-09-16 19:59:58 main:574] : INFO : Epoch 1614 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1600.5 ms [2021-09-16 19:59:59 main:574] : INFO : Epoch 1615 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1574.01 ms [2021-09-16 20:00:01 main:574] : INFO : Epoch 1616 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1542.09 ms [2021-09-16 20:00:03 main:574] : INFO : Epoch 1617 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1596.86 ms [2021-09-16 20:00:04 main:574] : INFO : Epoch 1618 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1634.96 ms [2021-09-16 20:00:06 main:574] : INFO : Epoch 1619 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1606.12 ms [2021-09-16 20:00:08 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1517.16 ms [2021-09-16 20:00:09 main:574] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1580.55 ms [2021-09-16 20:00:11 main:574] : INFO : Epoch 1622 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1585.85 ms [2021-09-16 20:00:12 main:574] : INFO : Epoch 1623 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1522.96 ms [2021-09-16 20:00:14 main:574] : INFO : Epoch 1624 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 1645.05 ms [2021-09-16 20:00:16 main:574] : INFO : Epoch 1625 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1611.45 ms [2021-09-16 20:00:17 main:574] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1543.54 ms [2021-09-16 20:00:19 main:574] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1549.41 ms [2021-09-16 20:00:21 main:574] : INFO : Epoch 1628 | loss: 0.031251 | val_loss: 0.03125 | Time: 1620.35 ms [2021-09-16 20:00:22 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1634.79 ms [2021-09-16 20:00:24 main:574] : INFO : Epoch 1630 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1596.07 ms [2021-09-16 20:00:26 main:574] : INFO : Epoch 1631 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1560.9 ms [2021-09-16 20:00:27 main:574] : INFO : Epoch 1632 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1580.29 ms [2021-09-16 20:00:29 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1632.66 ms [2021-09-16 20:00:30 main:574] : INFO : Epoch 1634 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1512.61 ms [2021-09-16 20:00:32 main:574] : INFO : Epoch 1635 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1650.03 ms [2021-09-16 20:00:34 main:574] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1671.78 ms [2021-09-16 20:00:36 main:574] : INFO : Epoch 1637 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 1542.83 ms [2021-09-16 20:00:37 main:574] : INFO : Epoch 1638 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1534.9 ms [2021-09-16 20:00:39 main:574] : INFO : Epoch 1639 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1569.01 ms [2021-09-16 20:00:41 main:574] : INFO : Epoch 1640 | loss: 0.0312504 | val_loss: 0.0312548 | Time: 1613.48 ms [2021-09-16 20:00:42 main:574] : INFO : Epoch 1641 | loss: 0.0312515 | val_loss: 0.03125 | Time: 1612.53 ms [2021-09-16 20:00:44 main:574] : INFO : Epoch 1642 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1542.8 ms [2021-09-16 20:00:45 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1559.44 ms [2021-09-16 20:00:47 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1593.85 ms [2021-09-16 20:00:49 main:574] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1594.61 ms [2021-09-16 20:00:50 main:574] : INFO : Epoch 1646 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1574.57 ms [2021-09-16 20:00:52 main:574] : INFO : Epoch 1647 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1587.4 ms [2021-09-16 20:00:54 main:574] : INFO : Epoch 1648 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1645.08 ms [2021-09-16 20:00:55 main:574] : INFO : Epoch 1649 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1609.15 ms [2021-09-16 20:00:57 main:574] : INFO : Epoch 1650 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1516.75 ms [2021-09-16 20:00:59 main:574] : INFO : Epoch 1651 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1597.84 ms [2021-09-16 20:01:00 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1650.86 ms [2021-09-16 20:01:02 main:574] : INFO : Epoch 1653 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1596.46 ms [2021-09-16 20:01:04 main:574] : INFO : Epoch 1654 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1529.3 ms [2021-09-16 20:01:05 main:574] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1594.56 ms [2021-09-16 20:01:07 main:574] : INFO : Epoch 1656 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1673.15 ms [2021-09-16 20:01:09 main:574] : INFO : Epoch 1657 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1674.82 ms [2021-09-16 20:01:10 main:574] : INFO : Epoch 1658 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1564.42 ms [2021-09-16 20:01:12 main:574] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1572.58 ms [2021-09-16 20:01:14 main:574] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1569.97 ms [2021-09-16 20:01:15 main:574] : INFO : Epoch 1661 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 1563.07 ms [2021-09-16 20:01:17 main:574] : INFO : Epoch 1662 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1605.77 ms [2021-09-16 20:01:19 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1540.09 ms [2021-09-16 20:01:20 main:574] : INFO : Epoch 1664 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1644.63 ms [2021-09-16 20:01:22 main:574] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1604.19 ms [2021-09-16 20:01:24 main:574] : INFO : Epoch 1666 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1516.69 ms [2021-09-16 20:01:25 main:574] : INFO : Epoch 1667 | loss: 0.0312512 | val_loss: 0.0312531 | Time: 1584.9 ms [2021-09-16 20:01:27 main:574] : INFO : Epoch 1668 | loss: 0.0312519 | val_loss: 0.0312501 | Time: 1640.56 ms [2021-09-16 20:01:29 main:574] : INFO : Epoch 1669 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1643.47 ms [2021-09-16 20:01:30 main:574] : INFO : Epoch 1670 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1573.57 ms [2021-09-16 20:01:32 main:574] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1526.37 ms [2021-09-16 20:01:33 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1598.26 ms [2021-09-16 20:01:35 main:574] : INFO : Epoch 1673 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1587.51 ms [2021-09-16 20:01:37 main:574] : INFO : Epoch 1674 | loss: 0.0312532 | val_loss: 0.0312523 | Time: 1676.53 ms [2021-09-16 20:01:39 main:574] : INFO : Epoch 1675 | loss: 0.0312534 | val_loss: 0.0312515 | Time: 1638.44 ms [2021-09-16 20:01:40 main:574] : INFO : Epoch 1676 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1645.17 ms [2021-09-16 20:01:42 main:574] : INFO : Epoch 1677 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1655.15 ms [2021-09-16 20:01:44 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1553.58 ms [2021-09-16 20:01:45 main:574] : INFO : Epoch 1679 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1584.15 ms [2021-09-16 20:01:47 main:574] : INFO : Epoch 1680 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1640.27 ms [2021-09-16 20:01:49 main:574] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1634.25 ms [2021-09-16 20:01:50 main:574] : INFO : Epoch 1682 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1592.45 ms [2021-09-16 20:01:52 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1551.6 ms [2021-09-16 20:01:54 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1595.12 ms [2021-09-16 20:01:55 main:574] : INFO : Epoch 1685 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1606.11 ms [2021-09-16 20:01:57 main:574] : INFO : Epoch 1686 | loss: 0.0312519 | val_loss: 0.0312537 | Time: 1609.21 ms [2021-09-16 20:01:59 main:574] : INFO : Epoch 1687 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 1590.64 ms [2021-09-16 20:02:00 main:574] : INFO : Epoch 1688 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1586.76 ms [2021-09-16 20:02:02 main:574] : INFO : Epoch 1689 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1589.79 ms [2021-09-16 20:02:04 main:574] : INFO : Epoch 1690 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1524.87 ms [2021-09-16 20:02:05 main:574] : INFO : Epoch 1691 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1573.68 ms [2021-09-16 20:02:07 main:574] : INFO : Epoch 1692 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1639.66 ms [2021-09-16 20:02:09 main:574] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1742.46 ms [2021-09-16 20:02:11 main:574] : INFO : Epoch 1694 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1623.9 ms [2021-09-16 20:02:12 main:574] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1614.08 ms [2021-09-16 20:02:14 main:574] : INFO : Epoch 1696 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1630.5 ms [2021-09-16 20:02:16 main:574] : INFO : Epoch 1697 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1617.73 ms [2021-09-16 20:02:17 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1621.21 ms [2021-09-16 20:02:19 main:574] : INFO : Epoch 1699 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1613.04 ms [2021-09-16 20:02:21 main:574] : INFO : Epoch 1700 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1644.41 ms [2021-09-16 20:02:22 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1664.81 ms [2021-09-16 20:02:24 main:574] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 1559.05 ms [2021-09-16 20:02:26 main:574] : INFO : Epoch 1703 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1559.13 ms [2021-09-16 20:02:27 main:574] : INFO : Epoch 1704 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1594.04 ms [2021-09-16 20:02:29 main:574] : INFO : Epoch 1705 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1632.46 ms [2021-09-16 20:02:31 main:574] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1566.01 ms [2021-09-16 20:02:32 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1555.82 ms [2021-09-16 20:02:34 main:574] : INFO : Epoch 1708 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1571.81 ms [2021-09-16 20:02:36 main:574] : INFO : Epoch 1709 | loss: 0.0312522 | val_loss: 0.0312519 | Time: 1603.28 ms [2021-09-16 20:02:37 main:574] : INFO : Epoch 1710 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1590.59 ms [2021-09-16 20:02:39 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1594.56 ms [2021-09-16 20:02:41 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1588.59 ms [2021-09-16 20:02:42 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1570.28 ms [2021-09-16 20:02:44 main:574] : INFO : Epoch 1714 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1498.49 ms [2021-09-16 20:02:45 main:574] : INFO : Epoch 1715 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1538.92 ms [2021-09-16 20:02:47 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1704.4 ms [2021-09-16 20:02:49 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1582.44 ms [2021-09-16 20:02:50 main:574] : INFO : Epoch 1718 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1543.07 ms [2021-09-16 20:02:52 main:574] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1544.39 ms [2021-09-16 20:02:54 main:574] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1596.26 ms [2021-09-16 20:02:56 main:574] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1594.58 ms [2021-09-16 20:02:58 main:574] : INFO : Epoch 1722 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1547.47 ms [2021-09-16 20:03:00 main:574] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1610.09 ms [2021-09-16 20:03:02 main:574] : INFO : Epoch 1724 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1577.55 ms [2021-09-16 20:03:04 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1596.32 ms [2021-09-16 20:03:06 main:574] : INFO : Epoch 1726 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1604.51 ms [2021-09-16 20:03:07 main:574] : INFO : Epoch 1727 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 1576.06 ms [2021-09-16 20:03:09 main:574] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1596.7 ms [2021-09-16 20:03:10 main:574] : INFO : Epoch 1729 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1554.22 ms [2021-09-16 20:03:12 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1601.4 ms [2021-09-16 20:03:14 main:574] : INFO : Epoch 1731 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1622.73 ms [2021-09-16 20:03:16 main:574] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1616.19 ms [2021-09-16 20:03:17 main:574] : INFO : Epoch 1733 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1604.62 ms [2021-09-16 20:03:19 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1560.67 ms [2021-09-16 20:03:21 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312523 | Time: 1521.57 ms [2021-09-16 20:03:22 main:574] : INFO : Epoch 1736 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1594.67 ms [2021-09-16 20:03:24 main:574] : INFO : Epoch 1737 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1587.8 ms [2021-09-16 20:03:26 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1557.89 ms [2021-09-16 20:03:27 main:574] : INFO : Epoch 1739 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1588.68 ms [2021-09-16 20:03:29 main:574] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1590.32 ms [2021-09-16 20:03:30 main:574] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1582.16 ms [2021-09-16 20:03:32 main:574] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1535.38 ms [2021-09-16 20:03:34 main:574] : INFO : Epoch 1743 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1628.53 ms [2021-09-16 20:03:35 main:574] : INFO : Epoch 1744 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1612.53 ms [2021-09-16 20:03:37 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1560.25 ms [2021-09-16 20:03:39 main:574] : INFO : Epoch 1746 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1571.54 ms [2021-09-16 20:03:41 main:574] : INFO : Epoch 1747 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1544.73 ms [2021-09-16 20:03:42 main:574] : INFO : Epoch 1748 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1588.06 ms [2021-09-16 20:03:44 main:574] : INFO : Epoch 1749 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1631.16 ms [2021-09-16 20:03:46 main:574] : INFO : Epoch 1750 | loss: 0.0312504 | val_loss: 0.0312534 | Time: 1583.75 ms [2021-09-16 20:03:47 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312535 | Time: 1564.22 ms [2021-09-16 20:03:49 main:574] : INFO : Epoch 1752 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1571.7 ms [2021-09-16 20:03:51 main:574] : INFO : Epoch 1753 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1612.56 ms [2021-09-16 20:03:52 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1612.89 ms [2021-09-16 20:03:54 main:574] : INFO : Epoch 1755 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1589.86 ms [2021-09-16 20:03:56 main:574] : INFO : Epoch 1756 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1562.82 ms [2021-09-16 20:03:57 main:574] : INFO : Epoch 1757 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1570.4 ms [2021-09-16 20:03:59 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1561.03 ms [2021-09-16 20:04:01 main:574] : INFO : Epoch 1759 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1553.73 ms [2021-09-16 20:04:02 main:574] : INFO : Epoch 1760 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1605.7 ms [2021-09-16 20:04:04 main:574] : INFO : Epoch 1761 | loss: 0.0312506 | val_loss: 0.0312533 | Time: 1616.22 ms [2021-09-16 20:04:06 main:574] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1555.36 ms [2021-09-16 20:04:07 main:574] : INFO : Epoch 1763 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1556.87 ms [2021-09-16 20:04:09 main:574] : INFO : Epoch 1764 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1594.67 ms [2021-09-16 20:04:11 main:574] : INFO : Epoch 1765 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1628.47 ms [2021-09-16 20:04:13 main:574] : INFO : Epoch 1766 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1594.26 ms [2021-09-16 20:04:14 main:574] : INFO : Epoch 1767 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1608.9 ms [2021-09-16 20:04:16 main:574] : INFO : Epoch 1768 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1624.62 ms [2021-09-16 20:04:18 main:574] : INFO : Epoch 1769 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 1548.2 ms [2021-09-16 20:04:22 main:574] : INFO : Epoch 1770 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1547.16 ms [2021-09-16 20:04:23 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1524.88 ms [2021-09-16 20:04:25 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1599.19 ms [2021-09-16 20:04:26 main:574] : INFO : Epoch 1773 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1606.93 ms [2021-09-16 20:04:28 main:574] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1620.99 ms [2021-09-16 20:04:30 main:574] : INFO : Epoch 1775 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1571.03 ms [2021-09-16 20:04:31 main:574] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1575.83 ms [2021-09-16 20:04:33 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1586.27 ms [2021-09-16 20:04:35 main:574] : INFO : Epoch 1778 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1583.2 ms [2021-09-16 20:04:36 main:574] : INFO : Epoch 1779 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1607.49 ms [2021-09-16 20:04:38 main:574] : INFO : Epoch 1780 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1587.55 ms [2021-09-16 20:04:40 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1580.73 ms [2021-09-16 20:04:42 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1648.03 ms [2021-09-16 20:04:43 main:574] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1637.61 ms [2021-09-16 20:04:45 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1595.48 ms [2021-09-16 20:04:47 main:574] : INFO : Epoch 1785 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1619.63 ms [2021-09-16 20:04:48 main:574] : INFO : Epoch 1786 | loss: 0.03125 | val_loss: 0.03125 | Time: 1612.56 ms [2021-09-16 20:04:50 main:574] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1572.11 ms [2021-09-16 20:04:51 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1536.47 ms [2021-09-16 20:04:53 main:574] : INFO : Epoch 1789 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1574.52 ms [2021-09-16 20:04:55 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1631.95 ms [2021-09-16 20:04:56 main:574] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1579.76 ms [2021-09-16 20:04:58 main:574] : INFO : Epoch 1792 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1563.56 ms [2021-09-16 20:05:00 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1569.55 ms [2021-09-16 20:05:02 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1585.65 ms [2021-09-16 20:05:03 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1595.77 ms [2021-09-16 20:05:05 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1500.21 ms [2021-09-16 20:05:07 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1626.09 ms [2021-09-16 20:05:08 main:574] : INFO : Epoch 1798 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1641.04 ms [2021-09-16 20:05:10 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1587.72 ms [2021-09-16 20:05:12 main:574] : INFO : Epoch 1800 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1549.35 ms [2021-09-16 20:05:13 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1545.52 ms [2021-09-16 20:05:15 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1614.75 ms [2021-09-16 20:05:17 main:574] : INFO : Epoch 1803 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1613.86 ms [2021-09-16 20:05:18 main:574] : INFO : Epoch 1804 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1582.52 ms [2021-09-16 20:05:20 main:574] : INFO : Epoch 1805 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1533.12 ms [2021-09-16 20:05:22 main:574] : INFO : Epoch 1806 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1581.75 ms [2021-09-16 20:05:23 main:574] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1607.39 ms [2021-09-16 20:05:25 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1564.65 ms [2021-09-16 20:05:27 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1574.44 ms [2021-09-16 20:05:28 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1596.11 ms [2021-09-16 20:05:30 main:574] : INFO : Epoch 1811 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1522.27 ms [2021-09-16 20:05:31 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1544.67 ms [2021-09-16 20:05:33 main:574] : INFO : Epoch 1813 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1596.5 ms [2021-09-16 20:05:35 main:574] : INFO : Epoch 1814 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1620.84 ms [2021-09-16 20:05:37 main:574] : INFO : Epoch 1815 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1625.86 ms [2021-09-16 20:05:38 main:574] : INFO : Epoch 1816 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1593.93 ms [2021-09-16 20:05:40 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1547.27 ms [2021-09-16 20:05:41 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1594.55 ms [2021-09-16 20:05:43 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.03125 | Time: 1591.55 ms [2021-09-16 20:05:45 main:574] : INFO : Epoch 1820 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1565.82 ms [2021-09-16 20:05:47 main:574] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1564.7 ms [2021-09-16 20:05:48 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1573.54 ms [2021-09-16 20:05:50 main:574] : INFO : Epoch 1823 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1533.17 ms [2021-09-16 20:05:51 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1572.55 ms [2021-09-16 20:05:53 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312527 | Time: 1622.9 ms [2021-09-16 20:05:55 main:574] : INFO : Epoch 1826 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1610.42 ms [2021-09-16 20:05:56 main:574] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1560.1 ms [2021-09-16 20:05:58 main:574] : INFO : Epoch 1828 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1541.14 ms [2021-09-16 20:06:00 main:574] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1598.09 ms [2021-09-16 20:06:01 main:574] : INFO : Epoch 1830 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1601.01 ms [2021-09-16 20:06:03 main:574] : INFO : Epoch 1831 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1577.69 ms [2021-09-16 20:06:05 main:574] : INFO : Epoch 1832 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1567.45 ms [2021-09-16 20:06:06 main:574] : INFO : Epoch 1833 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1574.89 ms [2021-09-16 20:06:08 main:574] : INFO : Epoch 1834 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1615.44 ms [2021-09-16 20:06:10 main:574] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1551.2 ms [2021-09-16 20:06:11 main:574] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1574.41 ms [2021-09-16 20:06:13 main:574] : INFO : Epoch 1837 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1627.24 ms [2021-09-16 20:06:15 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1598.63 ms [2021-09-16 20:06:16 main:574] : INFO : Epoch 1839 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1551.67 ms [2021-09-16 20:06:18 main:574] : INFO : Epoch 1840 | loss: 0.031251 | val_loss: 0.03125 | Time: 1577.85 ms [2021-09-16 20:06:20 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1618.02 ms [2021-09-16 20:06:21 main:574] : INFO : Epoch 1842 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1618.08 ms [2021-09-16 20:06:23 main:574] : INFO : Epoch 1843 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 1600.46 ms [2021-09-16 20:06:25 main:574] : INFO : Epoch 1844 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 1561.47 ms [2021-09-16 20:06:26 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1560.78 ms [2021-09-16 20:06:28 main:574] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1601.57 ms [2021-09-16 20:06:30 main:574] : INFO : Epoch 1847 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1666.83 ms [2021-09-16 20:06:31 main:574] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1548.49 ms [2021-09-16 20:06:33 main:574] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1633.55 ms [2021-09-16 20:06:35 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1550.63 ms [2021-09-16 20:06:36 main:574] : INFO : Epoch 1851 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 1523.6 ms [2021-09-16 20:06:38 main:574] : INFO : Epoch 1852 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1588.87 ms [2021-09-16 20:06:40 main:574] : INFO : Epoch 1853 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1605.25 ms [2021-09-16 20:06:42 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1618.76 ms [2021-09-16 20:06:43 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1578.89 ms [2021-09-16 20:06:45 main:574] : INFO : Epoch 1856 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1550.82 ms [2021-09-16 20:06:46 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1589.4 ms [2021-09-16 20:06:48 main:574] : INFO : Epoch 1858 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1603.65 ms [2021-09-16 20:06:50 main:574] : INFO : Epoch 1859 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1604.22 ms [2021-09-16 20:06:51 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1644.02 ms [2021-09-16 20:06:53 main:574] : INFO : Epoch 1861 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1631.9 ms [2021-09-16 20:06:55 main:574] : INFO : Epoch 1862 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1574.28 ms [2021-09-16 20:06:56 main:574] : INFO : Epoch 1863 | loss: 0.031251 | val_loss: 0.03125 | Time: 1554.64 ms [2021-09-16 20:06:58 main:574] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1568.12 ms [2021-09-16 20:07:00 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1621.96 ms [2021-09-16 20:07:01 main:574] : INFO : Epoch 1866 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1600.07 ms [2021-09-16 20:07:03 main:574] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1605.69 ms [2021-09-16 20:07:05 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1523.24 ms [2021-09-16 20:07:06 main:574] : INFO : Epoch 1869 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1575.99 ms [2021-09-16 20:07:08 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1611.86 ms [2021-09-16 20:07:10 main:574] : INFO : Epoch 1871 | loss: 0.03125 | val_loss: 0.03125 | Time: 1595.48 ms [2021-09-16 20:07:11 main:574] : INFO : Epoch 1872 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 1579.15 ms [2021-09-16 20:07:13 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1702.08 ms [2021-09-16 20:07:15 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1543.46 ms [2021-09-16 20:07:16 main:574] : INFO : Epoch 1875 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1568.46 ms [2021-09-16 20:07:18 main:574] : INFO : Epoch 1876 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1613.36 ms [2021-09-16 20:07:19 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1594.06 ms [2021-09-16 20:07:21 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1583.39 ms [2021-09-16 20:07:23 main:574] : INFO : Epoch 1879 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1556.29 ms [2021-09-16 20:07:24 main:574] : INFO : Epoch 1880 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1559.12 ms [2021-09-16 20:07:26 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1609.78 ms [2021-09-16 20:07:28 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1602.08 ms [2021-09-16 20:07:29 main:574] : INFO : Epoch 1883 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1598.38 ms [2021-09-16 20:07:31 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1533.94 ms [2021-09-16 20:07:33 main:574] : INFO : Epoch 1885 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1602.69 ms [2021-09-16 20:07:34 main:574] : INFO : Epoch 1886 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1578.76 ms [2021-09-16 20:07:36 main:574] : INFO : Epoch 1887 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1547.78 ms [2021-09-16 20:07:37 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.03125 | Time: 1609.45 ms [2021-09-16 20:07:39 main:574] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1603.26 ms [2021-09-16 20:07:41 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1530.26 ms [2021-09-16 20:07:42 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1553.55 ms [2021-09-16 20:07:44 main:574] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1613.54 ms [2021-09-16 20:07:46 main:574] : INFO : Epoch 1893 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1593 ms [2021-09-16 20:07:47 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1585.57 ms [2021-09-16 20:07:49 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1548.25 ms [2021-09-16 20:07:51 main:574] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1704.07 ms [2021-09-16 20:07:52 main:574] : INFO : Epoch 1897 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1564.63 ms [2021-09-16 20:07:54 main:574] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1604.63 ms [2021-09-16 20:07:56 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1653.3 ms [2021-09-16 20:07:57 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1683.33 ms [2021-09-16 20:07:59 main:574] : INFO : Epoch 1901 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1527.36 ms [2021-09-16 20:08:01 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1579.98 ms [2021-09-16 20:08:02 main:574] : INFO : Epoch 1903 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1632.97 ms [2021-09-16 20:08:04 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1631.7 ms [2021-09-16 20:08:06 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1570.79 ms [2021-09-16 20:08:08 main:574] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1579.01 ms [2021-09-16 20:08:09 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1561.41 ms [2021-09-16 20:08:11 main:574] : INFO : Epoch 1908 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1575.52 ms [2021-09-16 20:08:12 main:574] : INFO : Epoch 1909 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1613.68 ms [2021-09-16 20:08:14 main:574] : INFO : Epoch 1910 | loss: 0.031251 | val_loss: 0.03125 | Time: 1601.12 ms [2021-09-16 20:08:16 main:574] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1589.23 ms [2021-09-16 20:08:17 main:574] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1684.07 ms [2021-09-16 20:08:19 main:574] : INFO : Epoch 1913 | loss: 0.0312499 | val_loss: 0.0312522 | Time: 1481.09 ms [2021-09-16 20:08:21 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1501.82 ms [2021-09-16 20:08:22 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1614.02 ms [2021-09-16 20:08:24 main:574] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1619.84 ms [2021-09-16 20:08:26 main:574] : INFO : Epoch 1917 | loss: 0.03125 | val_loss: 0.03125 | Time: 1561.17 ms [2021-09-16 20:08:27 main:574] : INFO : Epoch 1918 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1533.54 ms [2021-09-16 20:08:29 main:574] : INFO : Epoch 1919 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1631.12 ms [2021-09-16 20:08:30 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1665.81 ms [2021-09-16 20:08:32 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.03125 | Time: 1655.03 ms [2021-09-16 20:08:34 main:574] : INFO : Epoch 1922 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1589.72 ms [2021-09-16 20:08:35 main:574] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1542.79 ms [2021-09-16 20:08:37 main:574] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1610.28 ms [2021-09-16 20:08:39 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1592.62 ms [2021-09-16 20:08:40 main:574] : INFO : Epoch 1926 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1631.95 ms [2021-09-16 20:08:42 main:574] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1617.89 ms [2021-09-16 20:08:44 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1597.98 ms [2021-09-16 20:08:46 main:574] : INFO : Epoch 1929 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 1574.51 ms [2021-09-16 20:08:47 main:574] : INFO : Epoch 1930 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1544.96 ms [2021-09-16 20:08:49 main:574] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1586.31 ms [2021-09-16 20:08:50 main:574] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1630.68 ms [2021-09-16 20:08:52 main:574] : INFO : Epoch 1933 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1620.25 ms [2021-09-16 20:08:54 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1551.49 ms [2021-09-16 20:08:55 main:574] : INFO : Epoch 1935 | loss: 0.031251 | val_loss: 0.0312539 | Time: 1543.64 ms [2021-09-16 20:08:57 main:574] : INFO : Epoch 1936 | loss: 0.0312547 | val_loss: 0.0312515 | Time: 1603.46 ms [2021-09-16 20:08:59 main:574] : INFO : Epoch 1937 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1591.06 ms [2021-09-16 20:09:00 main:574] : INFO : Epoch 1938 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 1617.07 ms [2021-09-16 20:09:02 main:574] : INFO : Epoch 1939 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 1549.71 ms [2021-09-16 20:09:04 main:574] : INFO : Epoch 1940 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1638.18 ms [2021-09-16 20:09:06 main:574] : INFO : Epoch 1941 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1591.63 ms [2021-09-16 20:09:08 main:574] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1593.65 ms [2021-09-16 20:09:10 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1523.73 ms [2021-09-16 20:09:11 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1560.35 ms [2021-09-16 20:09:13 main:574] : INFO : Epoch 1945 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1615.7 ms [2021-09-16 20:09:15 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1596.55 ms [2021-09-16 20:09:16 main:574] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1600.61 ms [2021-09-16 20:09:18 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.03125 | Time: 1570.13 ms [2021-09-16 20:09:19 main:574] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1567.3 ms [2021-09-16 20:09:21 main:574] : INFO : Epoch 1950 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1586.67 ms [2021-09-16 20:09:23 main:574] : INFO : Epoch 1951 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1620.16 ms [2021-09-16 20:09:24 main:574] : INFO : Epoch 1952 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 1604.89 ms [2021-09-16 20:09:26 main:574] : INFO : Epoch 1953 | loss: 0.0312525 | val_loss: 0.0312543 | Time: 1656.59 ms [2021-09-16 20:09:28 main:574] : INFO : Epoch 1954 | loss: 0.0312525 | val_loss: 0.0312502 | Time: 1543.22 ms [2021-09-16 20:09:29 main:574] : INFO : Epoch 1955 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1540.67 ms [2021-09-16 20:09:31 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.031253 | Time: 1592.2 ms [2021-09-16 20:09:33 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1635.61 ms [2021-09-16 20:09:34 main:574] : INFO : Epoch 1958 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1571.9 ms [2021-09-16 20:09:36 main:574] : INFO : Epoch 1959 | loss: 0.0312532 | val_loss: 0.0312554 | Time: 1538.03 ms [2021-09-16 20:09:38 main:574] : INFO : Epoch 1960 | loss: 0.0312538 | val_loss: 0.0312513 | Time: 1604.7 ms [2021-09-16 20:09:39 main:574] : INFO : Epoch 1961 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1617.8 ms [2021-09-16 20:09:41 main:574] : INFO : Epoch 1962 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1595.36 ms [2021-09-16 20:09:42 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1612.79 ms [2021-09-16 20:09:44 main:574] : INFO : Epoch 1964 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1574 ms [2021-09-16 20:09:46 main:574] : INFO : Epoch 1965 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1581.94 ms [2021-09-16 20:09:47 main:574] : INFO : Epoch 1966 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1584.17 ms [2021-09-16 20:09:49 main:574] : INFO : Epoch 1967 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1706.23 ms [2021-09-16 20:09:51 main:574] : INFO : Epoch 1968 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1594.95 ms [2021-09-16 20:09:52 main:574] : INFO : Epoch 1969 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1672.8 ms [2021-09-16 20:09:54 main:574] : INFO : Epoch 1970 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1520.52 ms [2021-09-16 20:09:56 main:574] : INFO : Epoch 1971 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1575.91 ms [2021-09-16 20:09:57 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1595.19 ms [2021-09-16 20:09:59 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1638.96 ms [2021-09-16 20:10:01 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1574.97 ms [2021-09-16 20:10:02 main:574] : INFO : Epoch 1975 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1568.82 ms [2021-09-16 20:10:04 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1566.69 ms [2021-09-16 20:10:06 main:574] : INFO : Epoch 1977 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 1581.06 ms [2021-09-16 20:10:07 main:574] : INFO : Epoch 1978 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1575.58 ms [2021-09-16 20:10:09 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312526 | Time: 1584.78 ms [2021-09-16 20:10:11 main:574] : INFO : Epoch 1980 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1598.39 ms [2021-09-16 20:10:12 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1645.54 ms [2021-09-16 20:10:15 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1583.33 ms [2021-09-16 20:10:16 main:574] : INFO : Epoch 1983 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1541.55 ms [2021-09-16 20:10:18 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1545.6 ms [2021-09-16 20:10:20 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1588.81 ms [2021-09-16 20:10:21 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1599.77 ms [2021-09-16 20:10:23 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1632.04 ms [2021-09-16 20:10:25 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1558.31 ms [2021-09-16 20:10:26 main:574] : INFO : Epoch 1989 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1532.21 ms [2021-09-16 20:10:28 main:574] : INFO : Epoch 1990 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1604.15 ms [2021-09-16 20:10:30 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1611.25 ms [2021-09-16 20:10:31 main:574] : INFO : Epoch 1992 | loss: 0.0312502 | val_loss: 0.0312538 | Time: 1568.35 ms [2021-09-16 20:10:33 main:574] : INFO : Epoch 1993 | loss: 0.031252 | val_loss: 0.0312515 | Time: 1586.91 ms [2021-09-16 20:10:35 main:574] : INFO : Epoch 1994 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1585.54 ms [2021-09-16 20:10:36 main:574] : INFO : Epoch 1995 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1583.15 ms [2021-09-16 20:10:38 main:574] : INFO : Epoch 1996 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1495.33 ms [2021-09-16 20:10:39 main:574] : INFO : Epoch 1997 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1595.94 ms [2021-09-16 20:10:41 main:574] : INFO : Epoch 1998 | loss: 0.031252 | val_loss: 0.0312527 | Time: 1633.13 ms [2021-09-16 20:10:43 main:574] : INFO : Epoch 1999 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1604.88 ms [2021-09-16 20:10:44 main:574] : INFO : Epoch 2000 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1512.99 ms [2021-09-16 20:10:46 main:574] : INFO : Epoch 2001 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1572.63 ms [2021-09-16 20:10:48 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1579.61 ms [2021-09-16 20:10:49 main:574] : INFO : Epoch 2003 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1601.08 ms [2021-09-16 20:10:51 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1555.9 ms [2021-09-16 20:10:52 main:574] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1558.12 ms [2021-09-16 20:10:54 main:574] : INFO : Epoch 2006 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1591.82 ms [2021-09-16 20:10:56 main:574] : INFO : Epoch 2007 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1590.79 ms [2021-09-16 20:10:57 main:574] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1571.47 ms [2021-09-16 20:10:59 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1694.81 ms [2021-09-16 20:11:01 main:574] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1572.28 ms [2021-09-16 20:11:02 main:574] : INFO : Epoch 2011 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1538.99 ms [2021-09-16 20:11:04 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1605.32 ms [2021-09-16 20:11:06 main:574] : INFO : Epoch 2013 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1628.35 ms [2021-09-16 20:11:07 main:574] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1589.31 ms [2021-09-16 20:11:09 main:574] : INFO : Epoch 2015 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1544.2 ms [2021-09-16 20:11:11 main:574] : INFO : Epoch 2016 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1534.14 ms [2021-09-16 20:11:12 main:574] : INFO : Epoch 2017 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1618.7 ms [2021-09-16 20:11:14 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.03125 | Time: 1594.46 ms [2021-09-16 20:11:16 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1555.31 ms [2021-09-16 20:11:17 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1608.59 ms [2021-09-16 20:11:19 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1687.01 ms [2021-09-16 20:11:21 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1535.65 ms [2021-09-16 20:11:22 main:574] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1547.55 ms [2021-09-16 20:11:24 main:574] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1618.65 ms [2021-09-16 20:11:25 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1615.89 ms [2021-09-16 20:11:27 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1585.13 ms [2021-09-16 20:11:29 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.03125 | Time: 1563.39 ms [2021-09-16 20:11:30 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1585.33 ms [2021-09-16 20:11:32 main:574] : INFO : Epoch 2029 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1615.78 ms [2021-09-16 20:11:34 main:574] : INFO : Epoch 2030 | loss: 0.0312511 | val_loss: 0.0312538 | Time: 1606.75 ms [2021-09-16 20:11:35 main:574] : INFO : Epoch 2031 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1563.31 ms [2021-09-16 20:11:37 main:574] : INFO : Epoch 2032 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1550.89 ms [2021-09-16 20:11:39 main:574] : INFO : Epoch 2033 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1599.86 ms [2021-09-16 20:11:40 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1603.58 ms [2021-09-16 20:11:42 main:574] : INFO : Epoch 2035 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1550.72 ms [2021-09-16 20:11:44 main:574] : INFO : Epoch 2036 | loss: 0.03125 | val_loss: 0.03125 | Time: 1668.35 ms [2021-09-16 20:11:45 main:574] : INFO : Epoch 2037 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1602.23 ms [2021-09-16 20:11:47 main:574] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1546.18 ms [2021-09-16 20:11:48 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1555.6 ms [2021-09-16 20:11:51 main:574] : INFO : Epoch 2040 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1511.61 ms [2021-09-16 20:11:52 main:574] : INFO : Epoch 2041 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1578.17 ms [2021-09-16 20:11:54 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1694.48 ms [2021-09-16 20:11:56 main:574] : INFO : Epoch 2043 | loss: 0.0312508 | val_loss: 0.0312565 | Time: 1768.46 ms [2021-09-16 20:11:58 main:574] : INFO : Epoch 2044 | loss: 0.0312535 | val_loss: 0.0312517 | Time: 1636.18 ms [2021-09-16 20:12:02 main:574] : INFO : Epoch 2045 | loss: 0.031252 | val_loss: 0.031251 | Time: 1573.22 ms [2021-09-16 20:12:03 main:574] : INFO : Epoch 2046 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1611.36 ms [2021-09-16 20:12:05 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1595.48 ms [2021-09-16 20:12:07 main:574] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1497.31 ms [2021-09-16 20:12:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312503 [2021-09-16 20:12:07 main:603] : INFO : Saving end state to config to file [2021-09-16 20:12:07 main:608] : INFO : Success, exiting.. 20:12:07 (20548): 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)