Task 7713072
| Name | ParityModified-1630352482-14750-3_1 |
| Workunit | 5138961 |
| Created | 30 Sep 2021, 8:05:05 UTC |
| Sent | 30 Sep 2021, 11:42:12 UTC |
| Report deadline | 7 Oct 2021, 11:42:12 UTC |
| Received | 1 Oct 2021, 2:51:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 55 min 48 sec |
| CPU time | 55 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0312504 | val_loss: 0.0312502 | Time: 1641.51 ms [2021-09-30 21:36:18 main:574] : INFO : Epoch 1542 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1601.35 ms [2021-09-30 21:36:20 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1618.92 ms [2021-09-30 21:36:22 main:574] : INFO : Epoch 1544 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1636.31 ms [2021-09-30 21:36:23 main:574] : INFO : Epoch 1545 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1616.13 ms [2021-09-30 21:36:25 main:574] : INFO : Epoch 1546 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1643.76 ms [2021-09-30 21:36:27 main:574] : INFO : Epoch 1547 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1647.92 ms [2021-09-30 21:36:28 main:574] : INFO : Epoch 1548 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1630.93 ms [2021-09-30 21:36:30 main:574] : INFO : Epoch 1549 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1598.35 ms [2021-09-30 21:36:31 main:574] : INFO : Epoch 1550 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 1607.36 ms [2021-09-30 21:36:33 main:574] : INFO : Epoch 1551 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1651.47 ms [2021-09-30 21:36:35 main:574] : INFO : Epoch 1552 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 1629.53 ms [2021-09-30 21:36:36 main:574] : INFO : Epoch 1553 | loss: 0.0312511 | val_loss: 0.0312532 | Time: 1633.78 ms [2021-09-30 21:36:38 main:574] : INFO : Epoch 1554 | loss: 0.031252 | val_loss: 0.0312502 | Time: 1617.61 ms [2021-09-30 21:36:40 main:574] : INFO : Epoch 1555 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1629.05 ms [2021-09-30 21:36:41 main:574] : INFO : Epoch 1556 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 1612.2 ms [2021-09-30 21:36:43 main:574] : INFO : Epoch 1557 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1591.47 ms [2021-09-30 21:36:45 main:574] : INFO : Epoch 1558 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1618.11 ms [2021-09-30 21:36:46 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1624.37 ms [2021-09-30 21:36:48 main:574] : INFO : Epoch 1560 | loss: 0.0312516 | val_loss: 0.0312579 | Time: 1625.82 ms [2021-09-30 21:36:49 main:574] : INFO : Epoch 1561 | loss: 0.031253 | val_loss: 0.0312512 | Time: 1623.64 ms [2021-09-30 21:36:51 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1629.94 ms [2021-09-30 21:36:53 main:574] : INFO : Epoch 1563 | loss: 0.0312522 | val_loss: 0.0312546 | Time: 1634.8 ms [2021-09-30 21:36:54 main:574] : INFO : Epoch 1564 | loss: 0.031252 | val_loss: 0.0312507 | Time: 1610.83 ms [2021-09-30 21:36:56 main:574] : INFO : Epoch 1565 | loss: 0.0312518 | val_loss: 0.0312537 | Time: 1637.83 ms [2021-09-30 21:36:58 main:574] : INFO : Epoch 1566 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1615.37 ms [2021-09-30 21:36:59 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1601.52 ms [2021-09-30 21:37:01 main:574] : INFO : Epoch 1568 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 1650.3 ms [2021-09-30 21:37:02 main:574] : INFO : Epoch 1569 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1631.98 ms [2021-09-30 21:37:04 main:574] : INFO : Epoch 1570 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1636.66 ms [2021-09-30 21:37:06 main:574] : INFO : Epoch 1571 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1642.17 ms [2021-09-30 21:37:07 main:574] : INFO : Epoch 1572 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1635.01 ms [2021-09-30 21:37:09 main:574] : INFO : Epoch 1573 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1609.91 ms [2021-09-30 21:37:11 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1609.92 ms [2021-09-30 21:37:12 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1627.62 ms [2021-09-30 21:37:14 main:574] : INFO : Epoch 1576 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1603.81 ms [2021-09-30 21:37:16 main:574] : INFO : Epoch 1577 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1631.05 ms [2021-09-30 21:37:17 main:574] : INFO : Epoch 1578 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1648.7 ms [2021-09-30 21:37:19 main:574] : INFO : Epoch 1579 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1603.92 ms [2021-09-30 21:37:20 main:574] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1632.52 ms [2021-09-30 21:37:22 main:574] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1674.5 ms [2021-09-30 21:37:24 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1641.6 ms [2021-09-30 21:37:25 main:574] : INFO : Epoch 1583 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1599.93 ms [2021-09-30 21:37:27 main:574] : INFO : Epoch 1584 | loss: 0.0312511 | val_loss: 0.0312529 | Time: 1629.01 ms [2021-09-30 21:37:29 main:574] : INFO : Epoch 1585 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1652.74 ms [2021-09-30 21:37:30 main:574] : INFO : Epoch 1586 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 1652.67 ms [2021-09-30 21:37:32 main:574] : INFO : Epoch 1587 | loss: 0.0312515 | val_loss: 0.03125 | Time: 1633 ms [2021-09-30 21:37:34 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1646.07 ms [2021-09-30 21:37:35 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1628.8 ms [2021-09-30 21:37:37 main:574] : INFO : Epoch 1590 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1652.08 ms [2021-09-30 21:37:39 main:574] : INFO : Epoch 1591 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1639.93 ms [2021-09-30 21:37:40 main:574] : INFO : Epoch 1592 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 1624.23 ms [2021-09-30 21:37:42 main:574] : INFO : Epoch 1593 | loss: 0.0312511 | val_loss: 0.0312571 | Time: 1629.07 ms [2021-09-30 21:37:43 main:574] : INFO : Epoch 1594 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1595.96 ms [2021-09-30 21:37:45 main:574] : INFO : Epoch 1595 | loss: 0.031251 | val_loss: 0.03125 | Time: 1652.54 ms [2021-09-30 21:37:47 main:574] : INFO : Epoch 1596 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1627.5 ms [2021-09-30 21:37:48 main:574] : INFO : Epoch 1597 | loss: 0.0312523 | val_loss: 0.0312523 | Time: 1647.36 ms [2021-09-30 21:37:50 main:574] : INFO : Epoch 1598 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1617.23 ms [2021-09-30 21:37:52 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1619.63 ms [2021-09-30 21:37:53 main:574] : INFO : Epoch 1600 | loss: 0.0312517 | val_loss: 0.0312535 | Time: 1625.56 ms [2021-09-30 21:37:55 main:574] : INFO : Epoch 1601 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1631.16 ms [2021-09-30 21:37:57 main:574] : INFO : Epoch 1602 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1647.33 ms [2021-09-30 21:37:58 main:574] : INFO : Epoch 1603 | loss: 0.0312505 | val_loss: 0.0312536 | Time: 1684.3 ms [2021-09-30 21:38:00 main:574] : INFO : Epoch 1604 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1698.75 ms [2021-09-30 21:38:02 main:574] : INFO : Epoch 1605 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1649.92 ms [2021-09-30 21:38:03 main:574] : INFO : Epoch 1606 | loss: 0.0312523 | val_loss: 0.0312565 | Time: 1635.38 ms [2021-09-30 21:38:05 main:574] : INFO : Epoch 1607 | loss: 0.0312526 | val_loss: 0.03126 | Time: 1630.73 ms [2021-09-30 21:38:07 main:574] : INFO : Epoch 1608 | loss: 0.0312543 | val_loss: 0.0312558 | Time: 1623.85 ms [2021-09-30 21:38:08 main:574] : INFO : Epoch 1609 | loss: 0.0312525 | val_loss: 0.0312525 | Time: 1669.96 ms [2021-09-30 21:38:10 main:574] : INFO : Epoch 1610 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1632.82 ms [2021-09-30 21:38:11 main:574] : INFO : Epoch 1611 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 1597.51 ms [2021-09-30 21:38:13 main:574] : INFO : Epoch 1612 | loss: 0.0312525 | val_loss: 0.0312517 | Time: 1651.86 ms [2021-09-30 21:38:15 main:574] : INFO : Epoch 1613 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1612.66 ms [2021-09-30 21:38:16 main:574] : INFO : Epoch 1614 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1634.48 ms [2021-09-30 21:38:18 main:574] : INFO : Epoch 1615 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1651.66 ms [2021-09-30 21:38:20 main:574] : INFO : Epoch 1616 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1621.3 ms [2021-09-30 21:38:21 main:574] : INFO : Epoch 1617 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1634.34 ms [2021-09-30 21:38:23 main:574] : INFO : Epoch 1618 | loss: 0.0312503 | val_loss: 0.0312537 | Time: 1652.46 ms [2021-09-30 21:38:25 main:574] : INFO : Epoch 1619 | loss: 0.0312533 | val_loss: 0.0312508 | Time: 1651.15 ms [2021-09-30 21:38:26 main:574] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1631.89 ms [2021-09-30 21:38:28 main:574] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1639.85 ms [2021-09-30 21:38:30 main:574] : INFO : Epoch 1622 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1639.1 ms [2021-09-30 21:38:31 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 1634.52 ms [2021-09-30 21:38:33 main:574] : INFO : Epoch 1624 | loss: 0.0312519 | val_loss: 0.0312547 | Time: 1645.31 ms [2021-09-30 21:38:34 main:574] : INFO : Epoch 1625 | loss: 0.031252 | val_loss: 0.0312523 | Time: 1635.96 ms [2021-09-30 21:38:36 main:574] : INFO : Epoch 1626 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1638.07 ms [2021-09-30 21:38:38 main:574] : INFO : Epoch 1627 | loss: 0.0312511 | val_loss: 0.0312573 | Time: 1629.81 ms [2021-09-30 21:38:39 main:574] : INFO : Epoch 1628 | loss: 0.031253 | val_loss: 0.0312534 | Time: 1596.76 ms [2021-09-30 21:38:41 main:574] : INFO : Epoch 1629 | loss: 0.0312527 | val_loss: 0.031256 | Time: 1629.61 ms [2021-09-30 21:38:43 main:574] : INFO : Epoch 1630 | loss: 0.0312538 | val_loss: 0.0312515 | Time: 1619.66 ms [2021-09-30 21:38:44 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1630.41 ms [2021-09-30 21:38:46 main:574] : INFO : Epoch 1632 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1636.21 ms [2021-09-30 21:38:48 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1636.09 ms [2021-09-30 21:38:49 main:574] : INFO : Epoch 1634 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1650.16 ms [2021-09-30 21:38:51 main:574] : INFO : Epoch 1635 | loss: 0.0312505 | val_loss: 0.031253 | Time: 1617.14 ms [2021-09-30 21:38:52 main:574] : INFO : Epoch 1636 | loss: 0.031251 | val_loss: 0.0312537 | Time: 1637.7 ms [2021-09-30 21:38:54 main:574] : INFO : Epoch 1637 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1613.46 ms [2021-09-30 21:38:56 main:574] : INFO : Epoch 1638 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1647.74 ms [2021-09-30 21:38:57 main:574] : INFO : Epoch 1639 | loss: 0.0312519 | val_loss: 0.0312546 | Time: 1633.62 ms [2021-09-30 21:38:59 main:574] : INFO : Epoch 1640 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1638.42 ms [2021-09-30 21:39:01 main:574] : INFO : Epoch 1641 | loss: 0.0312518 | val_loss: 0.0312545 | Time: 1611.06 ms [2021-09-30 21:39:02 main:574] : INFO : Epoch 1642 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1636.87 ms [2021-09-30 21:39:04 main:574] : INFO : Epoch 1643 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1617.4 ms [2021-09-30 21:39:06 main:574] : INFO : Epoch 1644 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 1626.15 ms [2021-09-30 21:39:07 main:574] : INFO : Epoch 1645 | loss: 0.031252 | val_loss: 0.0312509 | Time: 1586.04 ms [2021-09-30 21:39:09 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1611.15 ms [2021-09-30 21:39:10 main:574] : INFO : Epoch 1647 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1634.33 ms [2021-09-30 21:39:12 main:574] : INFO : Epoch 1648 | loss: 0.0312518 | val_loss: 0.0312541 | Time: 1646.23 ms [2021-09-30 21:39:14 main:574] : INFO : Epoch 1649 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 1638.37 ms [2021-09-30 21:39:15 main:574] : INFO : Epoch 1650 | loss: 0.0312515 | val_loss: 0.0312527 | Time: 1622.4 ms [2021-09-30 21:39:17 main:574] : INFO : Epoch 1651 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1633.13 ms [2021-09-30 21:39:19 main:574] : INFO : Epoch 1652 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1625.73 ms [2021-09-30 21:39:20 main:574] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1637.98 ms [2021-09-30 21:39:22 main:574] : INFO : Epoch 1654 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 1639.79 ms [2021-09-30 21:39:24 main:574] : INFO : Epoch 1655 | loss: 0.0312521 | val_loss: 0.0312532 | Time: 1662.01 ms [2021-09-30 21:39:25 main:574] : INFO : Epoch 1656 | loss: 0.031255 | val_loss: 0.031258 | Time: 1629.58 ms [2021-09-30 21:39:27 main:574] : INFO : Epoch 1657 | loss: 0.0312527 | val_loss: 0.0312546 | Time: 1647.1 ms [2021-09-30 21:39:28 main:574] : INFO : Epoch 1658 | loss: 0.0312524 | val_loss: 0.0312565 | Time: 1615.54 ms [2021-09-30 21:39:30 main:574] : INFO : Epoch 1659 | loss: 0.0312527 | val_loss: 0.0312503 | Time: 1659.38 ms [2021-09-30 21:39:32 main:574] : INFO : Epoch 1660 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1660.42 ms [2021-09-30 21:39:33 main:574] : INFO : Epoch 1661 | loss: 0.0312518 | val_loss: 0.031255 | Time: 1663.87 ms [2021-09-30 21:39:35 main:574] : INFO : Epoch 1662 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 1641.06 ms [2021-09-30 21:39:37 main:574] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1646.95 ms [2021-09-30 21:39:38 main:574] : INFO : Epoch 1664 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1629.67 ms [2021-09-30 21:39:40 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1641.89 ms [2021-09-30 21:39:42 main:574] : INFO : Epoch 1666 | loss: 0.0312535 | val_loss: 0.0312536 | Time: 1626.5 ms [2021-09-30 21:39:43 main:574] : INFO : Epoch 1667 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 1663.18 ms [2021-09-30 21:39:45 main:574] : INFO : Epoch 1668 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 1644.17 ms [2021-09-30 21:39:47 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1653.71 ms [2021-09-30 21:39:48 main:574] : INFO : Epoch 1670 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1636.11 ms [2021-09-30 21:39:50 main:574] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.031251 | Time: 1665.24 ms [2021-09-30 21:39:52 main:574] : INFO : Epoch 1672 | loss: 0.0312531 | val_loss: 0.0312499 | Time: 1666.39 ms [2021-09-30 21:39:53 main:574] : INFO : Epoch 1673 | loss: 0.031252 | val_loss: 0.0312515 | Time: 1673.87 ms [2021-09-30 21:39:55 main:574] : INFO : Epoch 1674 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1658.03 ms [2021-09-30 21:39:57 main:574] : INFO : Epoch 1675 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 1677.03 ms [2021-09-30 21:39:58 main:574] : INFO : Epoch 1676 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1649.46 ms [2021-09-30 21:40:00 main:574] : INFO : Epoch 1677 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1629.43 ms [2021-09-30 21:40:02 main:574] : INFO : Epoch 1678 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1595.93 ms [2021-09-30 21:40:03 main:574] : INFO : Epoch 1679 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1649.45 ms [2021-09-30 21:40:05 main:574] : INFO : Epoch 1680 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1672.87 ms [2021-09-30 21:40:07 main:574] : INFO : Epoch 1681 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1651.35 ms [2021-09-30 21:40:08 main:574] : INFO : Epoch 1682 | loss: 0.0312512 | val_loss: 0.0312524 | Time: 1628.71 ms [2021-09-30 21:40:10 main:574] : INFO : Epoch 1683 | loss: 0.0312525 | val_loss: 0.0312521 | Time: 1659.33 ms [2021-09-30 21:40:12 main:574] : INFO : Epoch 1684 | loss: 0.0312507 | val_loss: 0.0312531 | Time: 1630.78 ms [2021-09-30 21:40:13 main:574] : INFO : Epoch 1685 | loss: 0.0312527 | val_loss: 0.031252 | Time: 1654.06 ms [2021-09-30 21:40:15 main:574] : INFO : Epoch 1686 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1613.56 ms [2021-09-30 21:40:16 main:574] : INFO : Epoch 1687 | loss: 0.0312514 | val_loss: 0.0312543 | Time: 1637.82 ms [2021-09-30 21:40:18 main:574] : INFO : Epoch 1688 | loss: 0.0312539 | val_loss: 0.0312535 | Time: 1618.8 ms [2021-09-30 21:40:20 main:574] : INFO : Epoch 1689 | loss: 0.0312533 | val_loss: 0.0312504 | Time: 1636.46 ms [2021-09-30 21:40:21 main:574] : INFO : Epoch 1690 | loss: 0.0312517 | val_loss: 0.0312522 | Time: 1691.47 ms [2021-09-30 21:40:23 main:574] : INFO : Epoch 1691 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1664.8 ms [2021-09-30 21:40:25 main:574] : INFO : Epoch 1692 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1664.04 ms [2021-09-30 21:40:26 main:574] : INFO : Epoch 1693 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 1669.54 ms [2021-09-30 21:40:28 main:574] : INFO : Epoch 1694 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1640.74 ms [2021-09-30 21:40:30 main:574] : INFO : Epoch 1695 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1665.35 ms [2021-09-30 21:40:31 main:574] : INFO : Epoch 1696 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 1636.26 ms [2021-09-30 21:40:33 main:574] : INFO : Epoch 1697 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 1653.53 ms [2021-09-30 21:40:35 main:574] : INFO : Epoch 1698 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1640.88 ms [2021-09-30 21:40:36 main:574] : INFO : Epoch 1699 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1690.91 ms [2021-09-30 21:40:38 main:574] : INFO : Epoch 1700 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1676.5 ms [2021-09-30 21:40:40 main:574] : INFO : Epoch 1701 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1679.06 ms [2021-09-30 21:40:41 main:574] : INFO : Epoch 1702 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1652.4 ms [2021-09-30 21:40:43 main:574] : INFO : Epoch 1703 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1651.27 ms [2021-09-30 21:40:45 main:574] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 1679.03 ms [2021-09-30 21:40:46 main:574] : INFO : Epoch 1705 | loss: 0.0312522 | val_loss: 0.0312509 | Time: 1668.19 ms [2021-09-30 21:40:48 main:574] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1638.6 ms [2021-09-30 21:40:50 main:574] : INFO : Epoch 1707 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1647.92 ms [2021-09-30 21:40:51 main:574] : INFO : Epoch 1708 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1670.13 ms [2021-09-30 21:40:53 main:574] : INFO : Epoch 1709 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1671.95 ms [2021-09-30 21:40:55 main:574] : INFO : Epoch 1710 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1641.25 ms [2021-09-30 21:40:56 main:574] : INFO : Epoch 1711 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1637.01 ms [2021-09-30 21:40:58 main:574] : INFO : Epoch 1712 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1673.92 ms [2021-09-30 21:41:00 main:574] : INFO : Epoch 1713 | loss: 0.0312528 | val_loss: 0.0312562 | Time: 1644.19 ms [2021-09-30 21:41:01 main:574] : INFO : Epoch 1714 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1659.69 ms [2021-09-30 21:41:03 main:574] : INFO : Epoch 1715 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 1656.56 ms [2021-09-30 21:41:05 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1636.29 ms [2021-09-30 21:41:06 main:574] : INFO : Epoch 1717 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1651.03 ms [2021-09-30 21:41:08 main:574] : INFO : Epoch 1718 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1647.27 ms [2021-09-30 21:41:10 main:574] : INFO : Epoch 1719 | loss: 0.031252 | val_loss: 0.031251 | Time: 1659.78 ms [2021-09-30 21:41:11 main:574] : INFO : Epoch 1720 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 1642.04 ms [2021-09-30 21:41:13 main:574] : INFO : Epoch 1721 | loss: 0.031251 | val_loss: 0.031251 | Time: 1657.62 ms [2021-09-30 21:41:15 main:574] : INFO : Epoch 1722 | loss: 0.0312516 | val_loss: 0.0312553 | Time: 1653.55 ms [2021-09-30 21:41:16 main:574] : INFO : Epoch 1723 | loss: 0.0312519 | val_loss: 0.0312497 | Time: 1651.02 ms [2021-09-30 21:41:18 main:574] : INFO : Epoch 1724 | loss: 0.0312511 | val_loss: 0.0312531 | Time: 1647.99 ms [2021-09-30 21:41:20 main:574] : INFO : Epoch 1725 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 1636.97 ms [2021-09-30 21:41:21 main:574] : INFO : Epoch 1726 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1626.32 ms [2021-09-30 21:41:23 main:574] : INFO : Epoch 1727 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1653.71 ms [2021-09-30 21:41:25 main:574] : INFO : Epoch 1728 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1648.58 ms [2021-09-30 21:41:26 main:574] : INFO : Epoch 1729 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1646.41 ms [2021-09-30 21:41:28 main:574] : INFO : Epoch 1730 | loss: 0.0312524 | val_loss: 0.0312551 | Time: 1645.36 ms [2021-09-30 21:41:29 main:574] : INFO : Epoch 1731 | loss: 0.0312539 | val_loss: 0.0312557 | Time: 1644.1 ms [2021-09-30 21:41:31 main:574] : INFO : Epoch 1732 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 1655.52 ms [2021-09-30 21:41:33 main:574] : INFO : Epoch 1733 | loss: 0.0312517 | val_loss: 0.0312496 | Time: 1661.4 ms [2021-09-30 21:41:34 main:574] : INFO : Epoch 1734 | loss: 0.0312516 | val_loss: 0.0312537 | Time: 1628.36 ms [2021-09-30 21:41:36 main:574] : INFO : Epoch 1735 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 1652.68 ms [2021-09-30 21:41:38 main:574] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1661.31 ms [2021-09-30 21:41:39 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312522 | Time: 1661.1 ms [2021-09-30 21:41:41 main:574] : INFO : Epoch 1738 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1641.48 ms [2021-09-30 21:41:43 main:574] : INFO : Epoch 1739 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1649.19 ms [2021-09-30 21:41:44 main:574] : INFO : Epoch 1740 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1654.58 ms [2021-09-30 21:41:46 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1631.14 ms [2021-09-30 21:41:48 main:574] : INFO : Epoch 1742 | loss: 0.0312499 | val_loss: 0.0312536 | Time: 1682.34 ms [2021-09-30 21:41:49 main:574] : INFO : Epoch 1743 | loss: 0.0312511 | val_loss: 0.0312536 | Time: 1635.86 ms [2021-09-30 21:41:51 main:574] : INFO : Epoch 1744 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1645.86 ms [2021-09-30 21:41:53 main:574] : INFO : Epoch 1745 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1617.95 ms [2021-09-30 21:41:54 main:574] : INFO : Epoch 1746 | loss: 0.0312518 | val_loss: 0.0312545 | Time: 1630.77 ms [2021-09-30 21:41:56 main:574] : INFO : Epoch 1747 | loss: 0.0312527 | val_loss: 0.0312503 | Time: 1640.38 ms [2021-09-30 21:41:58 main:574] : INFO : Epoch 1748 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1652.28 ms [2021-09-30 21:41:59 main:574] : INFO : Epoch 1749 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1640.17 ms [2021-09-30 21:42:01 main:574] : INFO : Epoch 1750 | loss: 0.0312526 | val_loss: 0.0312569 | Time: 1668.9 ms [2021-09-30 21:42:03 main:574] : INFO : Epoch 1751 | loss: 0.0312529 | val_loss: 0.0312515 | Time: 1677.7 ms [2021-09-30 21:42:04 main:574] : INFO : Epoch 1752 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1656.7 ms [2021-09-30 21:42:06 main:574] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 1653.41 ms [2021-09-30 21:42:08 main:574] : INFO : Epoch 1754 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 1672.15 ms [2021-09-30 21:42:09 main:574] : INFO : Epoch 1755 | loss: 0.0312521 | val_loss: 0.0312497 | Time: 1657.76 ms [2021-09-30 21:42:11 main:574] : INFO : Epoch 1756 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1678.04 ms [2021-09-30 21:42:13 main:574] : INFO : Epoch 1757 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1639.86 ms [2021-09-30 21:42:14 main:574] : INFO : Epoch 1758 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1648.92 ms [2021-09-30 21:42:16 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1634.5 ms [2021-09-30 21:42:18 main:574] : INFO : Epoch 1760 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1658.92 ms [2021-09-30 21:42:19 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1646.26 ms [2021-09-30 21:42:21 main:574] : INFO : Epoch 1762 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1645.41 ms [2021-09-30 21:42:23 main:574] : INFO : Epoch 1763 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1641.79 ms [2021-09-30 21:42:24 main:574] : INFO : Epoch 1764 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1648.39 ms [2021-09-30 21:42:26 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1646.22 ms [2021-09-30 21:42:27 main:574] : INFO : Epoch 1766 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1664.83 ms [2021-09-30 21:42:29 main:574] : INFO : Epoch 1767 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1653.7 ms [2021-09-30 21:42:31 main:574] : INFO : Epoch 1768 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1674.66 ms [2021-09-30 21:42:33 main:574] : INFO : Epoch 1769 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1664.89 ms [2021-09-30 21:42:34 main:574] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1641.74 ms [2021-09-30 21:42:36 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1655.25 ms [2021-09-30 21:42:37 main:574] : INFO : Epoch 1772 | loss: 0.031252 | val_loss: 0.0312562 | Time: 1660.2 ms [2021-09-30 21:42:39 main:574] : INFO : Epoch 1773 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1651.1 ms [2021-09-30 21:42:41 main:574] : INFO : Epoch 1774 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1632.08 ms [2021-09-30 21:42:42 main:574] : INFO : Epoch 1775 | loss: 0.031251 | val_loss: 0.0312499 | Time: 1636.21 ms [2021-09-30 21:42:44 main:574] : INFO : Epoch 1776 | loss: 0.0312523 | val_loss: 0.0312496 | Time: 1673.32 ms [2021-09-30 21:42:46 main:574] : INFO : Epoch 1777 | loss: 0.0312517 | val_loss: 0.03125 | Time: 1671.69 ms [2021-09-30 21:42:47 main:574] : INFO : Epoch 1778 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1667.42 ms [2021-09-30 21:42:49 main:574] : INFO : Epoch 1779 | loss: 0.0312511 | val_loss: 0.031253 | Time: 1657.62 ms [2021-09-30 21:42:51 main:574] : INFO : Epoch 1780 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 1628.92 ms [2021-09-30 21:42:52 main:574] : INFO : Epoch 1781 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1638.04 ms [2021-09-30 21:42:54 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1659.68 ms [2021-09-30 21:42:56 main:574] : INFO : Epoch 1783 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1647.27 ms [2021-09-30 21:42:57 main:574] : INFO : Epoch 1784 | loss: 0.0312515 | val_loss: 0.031253 | Time: 1641.32 ms [2021-09-30 21:42:59 main:574] : INFO : Epoch 1785 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1664.25 ms [2021-09-30 21:43:01 main:574] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1656.92 ms [2021-09-30 21:43:02 main:574] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1643.25 ms [2021-09-30 21:43:04 main:574] : INFO : Epoch 1788 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1668.84 ms [2021-09-30 21:43:06 main:574] : INFO : Epoch 1789 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1688.97 ms [2021-09-30 21:43:07 main:574] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1645.98 ms [2021-09-30 21:43:09 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.031254 | Time: 1661.71 ms [2021-09-30 21:43:11 main:574] : INFO : Epoch 1792 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1659.68 ms [2021-09-30 21:43:12 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1665.02 ms [2021-09-30 21:43:14 main:574] : INFO : Epoch 1794 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1625.78 ms [2021-09-30 21:43:16 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1646.9 ms [2021-09-30 21:43:17 main:574] : INFO : Epoch 1796 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 1632.37 ms [2021-09-30 21:43:19 main:574] : INFO : Epoch 1797 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1649.69 ms [2021-09-30 21:43:21 main:574] : INFO : Epoch 1798 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1640.67 ms [2021-09-30 21:43:22 main:574] : INFO : Epoch 1799 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1656.74 ms [2021-09-30 21:43:24 main:574] : INFO : Epoch 1800 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1630.33 ms [2021-09-30 21:43:26 main:574] : INFO : Epoch 1801 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1656.44 ms [2021-09-30 21:43:28 main:574] : INFO : Epoch 1802 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1649.11 ms [2021-09-30 21:43:29 main:574] : INFO : Epoch 1803 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1656.23 ms [2021-09-30 21:43:31 main:574] : INFO : Epoch 1804 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1657.17 ms [2021-09-30 21:43:34 main:574] : INFO : Epoch 1805 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1708.24 ms [2021-09-30 21:43:35 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1651.07 ms [2021-09-30 21:43:37 main:574] : INFO : Epoch 1807 | loss: 0.0312521 | val_loss: 0.0312512 | Time: 1676.85 ms [2021-09-30 21:43:39 main:574] : INFO : Epoch 1808 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1648.49 ms [2021-09-30 21:43:41 main:574] : INFO : Epoch 1809 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 1673.81 ms [2021-09-30 21:43:43 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1661.98 ms [2021-09-30 21:43:44 main:574] : INFO : Epoch 1811 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1652.42 ms [2021-09-30 21:43:46 main:574] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1686.17 ms [2021-09-30 21:43:48 main:574] : INFO : Epoch 1813 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1635.72 ms [2021-09-30 21:43:49 main:574] : INFO : Epoch 1814 | loss: 0.0312513 | val_loss: 0.0312496 | Time: 1682.23 ms [2021-09-30 21:43:51 main:574] : INFO : Epoch 1815 | loss: 0.0312518 | val_loss: 0.0312591 | Time: 1664.51 ms [2021-09-30 21:43:53 main:574] : INFO : Epoch 1816 | loss: 0.0312528 | val_loss: 0.0312505 | Time: 1666.61 ms [2021-09-30 21:43:54 main:574] : INFO : Epoch 1817 | loss: 0.0312519 | val_loss: 0.03125 | Time: 1648.39 ms [2021-09-30 21:43:56 main:574] : INFO : Epoch 1818 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1643.21 ms [2021-09-30 21:43:58 main:574] : INFO : Epoch 1819 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1648.09 ms [2021-09-30 21:43:59 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1674.84 ms [2021-09-30 21:44:01 main:574] : INFO : Epoch 1821 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1642.44 ms [2021-09-30 21:44:03 main:574] : INFO : Epoch 1822 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1660.83 ms [2021-09-30 21:44:04 main:574] : INFO : Epoch 1823 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 1646.71 ms [2021-09-30 21:44:06 main:574] : INFO : Epoch 1824 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1653.51 ms [2021-09-30 21:44:08 main:574] : INFO : Epoch 1825 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1677.27 ms [2021-09-30 21:44:09 main:574] : INFO : Epoch 1826 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1644.8 ms [2021-09-30 21:44:11 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1655.66 ms [2021-09-30 21:44:13 main:574] : INFO : Epoch 1828 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1648.66 ms [2021-09-30 21:44:14 main:574] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1642.98 ms [2021-09-30 21:44:16 main:574] : INFO : Epoch 1830 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1674.58 ms [2021-09-30 21:44:18 main:574] : INFO : Epoch 1831 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1679.77 ms [2021-09-30 21:44:19 main:574] : INFO : Epoch 1832 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1645.77 ms [2021-09-30 21:44:21 main:574] : INFO : Epoch 1833 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1663.79 ms [2021-09-30 21:44:23 main:574] : INFO : Epoch 1834 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1624.19 ms [2021-09-30 21:44:24 main:574] : INFO : Epoch 1835 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 1651.18 ms [2021-09-30 21:44:26 main:574] : INFO : Epoch 1836 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1626.16 ms [2021-09-30 21:44:28 main:574] : INFO : Epoch 1837 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1640.02 ms [2021-09-30 21:44:29 main:574] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1642.67 ms [2021-09-30 21:44:31 main:574] : INFO : Epoch 1839 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1668.24 ms [2021-09-30 21:44:33 main:574] : INFO : Epoch 1840 | loss: 0.0312516 | val_loss: 0.0312497 | Time: 1660.83 ms [2021-09-30 21:44:34 main:574] : INFO : Epoch 1841 | loss: 0.0312528 | val_loss: 0.0312558 | Time: 1650.09 ms [2021-09-30 21:44:36 main:574] : INFO : Epoch 1842 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 1657.69 ms [2021-09-30 21:44:38 main:574] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1682.95 ms [2021-09-30 21:44:39 main:574] : INFO : Epoch 1844 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1681.5 ms [2021-09-30 21:44:41 main:574] : INFO : Epoch 1845 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1660.13 ms [2021-09-30 21:44:43 main:574] : INFO : Epoch 1846 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 1642.13 ms [2021-09-30 21:44:44 main:574] : INFO : Epoch 1847 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1653.78 ms [2021-09-30 21:44:46 main:574] : INFO : Epoch 1848 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1673.33 ms [2021-09-30 21:44:48 main:574] : INFO : Epoch 1849 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1673.25 ms [2021-09-30 21:44:49 main:574] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1606.21 ms [2021-09-30 21:44:51 main:574] : INFO : Epoch 1851 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 1651.5 ms [2021-09-30 21:44:53 main:574] : INFO : Epoch 1852 | loss: 0.0312526 | val_loss: 0.0312498 | Time: 1670.66 ms [2021-09-30 21:44:54 main:574] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1637.9 ms [2021-09-30 21:44:56 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1660.11 ms [2021-09-30 21:44:57 main:574] : INFO : Epoch 1855 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1627.34 ms [2021-09-30 21:44:59 main:574] : INFO : Epoch 1856 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1640.04 ms [2021-09-30 21:45:01 main:574] : INFO : Epoch 1857 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1636.43 ms [2021-09-30 21:45:02 main:574] : INFO : Epoch 1858 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1665.87 ms [2021-09-30 21:45:04 main:574] : INFO : Epoch 1859 | loss: 0.0312502 | val_loss: 0.031253 | Time: 1660.11 ms [2021-09-30 21:45:06 main:574] : INFO : Epoch 1860 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1668.24 ms [2021-09-30 21:45:07 main:574] : INFO : Epoch 1861 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1652.3 ms [2021-09-30 21:45:09 main:574] : INFO : Epoch 1862 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1641.2 ms [2021-09-30 21:45:11 main:574] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1629.79 ms [2021-09-30 21:45:12 main:574] : INFO : Epoch 1864 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1640.92 ms [2021-09-30 21:45:14 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1655.27 ms [2021-09-30 21:45:16 main:574] : INFO : Epoch 1866 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1665.95 ms [2021-09-30 21:45:17 main:574] : INFO : Epoch 1867 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1640.77 ms [2021-09-30 21:45:19 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1627.07 ms [2021-09-30 21:45:21 main:574] : INFO : Epoch 1869 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1643.12 ms [2021-09-30 21:45:22 main:574] : INFO : Epoch 1870 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1667.16 ms [2021-09-30 21:45:24 main:574] : INFO : Epoch 1871 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1656.75 ms [2021-09-30 21:45:26 main:574] : INFO : Epoch 1872 | loss: 0.0312511 | val_loss: 0.031252 | Time: 1630.6 ms [2021-09-30 21:45:27 main:574] : INFO : Epoch 1873 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1637.18 ms [2021-09-30 21:45:29 main:574] : INFO : Epoch 1874 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1630.85 ms [2021-09-30 21:45:31 main:574] : INFO : Epoch 1875 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1623.78 ms [2021-09-30 21:45:32 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1664.77 ms [2021-09-30 21:45:34 main:574] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1667.58 ms [2021-09-30 21:45:36 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1680.89 ms [2021-09-30 21:45:37 main:574] : INFO : Epoch 1879 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 1651.48 ms [2021-09-30 21:45:39 main:574] : INFO : Epoch 1880 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1633.52 ms [2021-09-30 21:45:41 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1638.73 ms [2021-09-30 21:45:42 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1631.53 ms [2021-09-30 21:45:44 main:574] : INFO : Epoch 1883 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1662.86 ms [2021-09-30 21:45:46 main:574] : INFO : Epoch 1884 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1670.9 ms [2021-09-30 21:45:47 main:574] : INFO : Epoch 1885 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1683.63 ms [2021-09-30 21:45:49 main:574] : INFO : Epoch 1886 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1670.03 ms [2021-09-30 21:45:51 main:574] : INFO : Epoch 1887 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1671.81 ms [2021-09-30 21:45:52 main:574] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312544 | Time: 1619.69 ms [2021-09-30 21:45:54 main:574] : INFO : Epoch 1889 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1662.09 ms [2021-09-30 21:45:56 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1651.71 ms [2021-09-30 21:45:57 main:574] : INFO : Epoch 1891 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1636.33 ms [2021-09-30 21:45:59 main:574] : INFO : Epoch 1892 | loss: 0.0312518 | val_loss: 0.031253 | Time: 1650.84 ms [2021-09-30 21:46:00 main:574] : INFO : Epoch 1893 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1636.36 ms [2021-09-30 21:46:02 main:574] : INFO : Epoch 1894 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 1660.14 ms [2021-09-30 21:46:04 main:574] : INFO : Epoch 1895 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1607.31 ms [2021-09-30 21:46:05 main:574] : INFO : Epoch 1896 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1647.01 ms [2021-09-30 21:46:07 main:574] : INFO : Epoch 1897 | loss: 0.0312506 | val_loss: 0.031252 | Time: 1624.59 ms [2021-09-30 21:46:09 main:574] : INFO : Epoch 1898 | loss: 0.031251 | val_loss: 0.031251 | Time: 1651.16 ms [2021-09-30 21:46:10 main:574] : INFO : Epoch 1899 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1638.39 ms [2021-09-30 21:46:12 main:574] : INFO : Epoch 1900 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1650.56 ms [2021-09-30 21:46:14 main:574] : INFO : Epoch 1901 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1610.7 ms [2021-09-30 21:46:15 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1652.54 ms [2021-09-30 21:46:17 main:574] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1645.96 ms [2021-09-30 21:46:19 main:574] : INFO : Epoch 1904 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1649.34 ms [2021-09-30 21:46:20 main:574] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1645.9 ms [2021-09-30 21:46:22 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1667.5 ms [2021-09-30 21:46:24 main:574] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1677.32 ms [2021-09-30 21:46:25 main:574] : INFO : Epoch 1908 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1679.64 ms [2021-09-30 21:46:27 main:574] : INFO : Epoch 1909 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 1635.32 ms [2021-09-30 21:46:29 main:574] : INFO : Epoch 1910 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1679.04 ms [2021-09-30 21:46:30 main:574] : INFO : Epoch 1911 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1651.19 ms [2021-09-30 21:46:32 main:574] : INFO : Epoch 1912 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 1650.83 ms [2021-09-30 21:46:34 main:574] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1645.45 ms [2021-09-30 21:46:35 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1641.52 ms [2021-09-30 21:46:37 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1658.56 ms [2021-09-30 21:46:39 main:574] : INFO : Epoch 1916 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1655.67 ms [2021-09-30 21:46:40 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1623.71 ms [2021-09-30 21:46:42 main:574] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1661.41 ms [2021-09-30 21:46:44 main:574] : INFO : Epoch 1919 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1661.12 ms [2021-09-30 21:46:45 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1623.65 ms [2021-09-30 21:46:47 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1641.49 ms [2021-09-30 21:46:49 main:574] : INFO : Epoch 1922 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1629.88 ms [2021-09-30 21:46:50 main:574] : INFO : Epoch 1923 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1625.45 ms [2021-09-30 21:46:52 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1658.09 ms [2021-09-30 21:46:53 main:574] : INFO : Epoch 1925 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1637.55 ms [2021-09-30 21:46:55 main:574] : INFO : Epoch 1926 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1639.54 ms [2021-09-30 21:46:57 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1652.89 ms [2021-09-30 21:46:58 main:574] : INFO : Epoch 1928 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1650.1 ms [2021-09-30 21:47:00 main:574] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1683.58 ms [2021-09-30 21:47:02 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1654 ms [2021-09-30 21:47:03 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1667.1 ms [2021-09-30 21:47:05 main:574] : INFO : Epoch 1932 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1668.37 ms [2021-09-30 21:47:07 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1662.75 ms [2021-09-30 21:47:08 main:574] : INFO : Epoch 1934 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1677.15 ms [2021-09-30 21:47:10 main:574] : INFO : Epoch 1935 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1635.85 ms [2021-09-30 21:47:12 main:574] : INFO : Epoch 1936 | loss: 0.03125 | val_loss: 0.031251 | Time: 1642.68 ms [2021-09-30 21:47:13 main:574] : INFO : Epoch 1937 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1678.21 ms [2021-09-30 21:47:15 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1689.44 ms [2021-09-30 21:47:17 main:574] : INFO : Epoch 1939 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1644.43 ms [2021-09-30 21:47:18 main:574] : INFO : Epoch 1940 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1659.54 ms [2021-09-30 21:47:20 main:574] : INFO : Epoch 1941 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1697.62 ms [2021-09-30 21:47:22 main:574] : INFO : Epoch 1942 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1664.55 ms [2021-09-30 21:47:24 main:574] : INFO : Epoch 1943 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1657.46 ms [2021-09-30 21:47:25 main:574] : INFO : Epoch 1944 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1665.83 ms [2021-09-30 21:47:27 main:574] : INFO : Epoch 1945 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1660.72 ms [2021-09-30 21:47:29 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1654.74 ms [2021-09-30 21:47:30 main:574] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1648.77 ms [2021-09-30 21:47:32 main:574] : INFO : Epoch 1948 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1665.38 ms [2021-09-30 21:47:33 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1646.79 ms [2021-09-30 21:47:35 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1645.79 ms [2021-09-30 21:47:37 main:574] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1627.45 ms [2021-09-30 21:47:38 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1648.01 ms [2021-09-30 21:47:40 main:574] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1678.36 ms [2021-09-30 21:47:42 main:574] : INFO : Epoch 1954 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1672.44 ms [2021-09-30 21:47:43 main:574] : INFO : Epoch 1955 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1638.95 ms [2021-09-30 21:47:45 main:574] : INFO : Epoch 1956 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 1638.6 ms [2021-09-30 21:47:47 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1657.56 ms [2021-09-30 21:47:48 main:574] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1650.61 ms [2021-09-30 21:47:50 main:574] : INFO : Epoch 1959 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1651.08 ms [2021-09-30 21:47:52 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1657.95 ms [2021-09-30 21:47:53 main:574] : INFO : Epoch 1961 | loss: 0.0312514 | val_loss: 0.0312555 | Time: 1630.49 ms [2021-09-30 21:47:55 main:574] : INFO : Epoch 1962 | loss: 0.0312516 | val_loss: 0.03125 | Time: 1638.23 ms [2021-09-30 21:47:57 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1674.56 ms [2021-09-30 21:47:58 main:574] : INFO : Epoch 1964 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1651.71 ms [2021-09-30 21:48:00 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1657.26 ms [2021-09-30 21:48:02 main:574] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1659.44 ms [2021-09-30 21:48:03 main:574] : INFO : Epoch 1967 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1644.23 ms [2021-09-30 21:48:05 main:574] : INFO : Epoch 1968 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1645.86 ms [2021-09-30 21:48:07 main:574] : INFO : Epoch 1969 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1654.12 ms [2021-09-30 21:48:08 main:574] : INFO : Epoch 1970 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1691.45 ms [2021-09-30 21:48:10 main:574] : INFO : Epoch 1971 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1652.65 ms [2021-09-30 21:48:12 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1636.83 ms [2021-09-30 21:48:13 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1647.57 ms [2021-09-30 21:48:15 main:574] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1645.87 ms [2021-09-30 21:48:17 main:574] : INFO : Epoch 1975 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1646.45 ms [2021-09-30 21:48:18 main:574] : INFO : Epoch 1976 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1658.76 ms [2021-09-30 21:48:20 main:574] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1658.03 ms [2021-09-30 21:48:22 main:574] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1654.92 ms [2021-09-30 21:48:23 main:574] : INFO : Epoch 1979 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1650.58 ms [2021-09-30 21:48:25 main:574] : INFO : Epoch 1980 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1637.18 ms [2021-09-30 21:48:27 main:574] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1653.09 ms [2021-09-30 21:48:28 main:574] : INFO : Epoch 1982 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1652.09 ms [2021-09-30 21:48:30 main:574] : INFO : Epoch 1983 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1643 ms [2021-09-30 21:48:32 main:574] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1638.68 ms [2021-09-30 21:48:33 main:574] : INFO : Epoch 1985 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1648.86 ms [2021-09-30 21:48:35 main:574] : INFO : Epoch 1986 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1654.35 ms [2021-09-30 21:48:36 main:574] : INFO : Epoch 1987 | loss: 0.0312501 | val_loss: 0.0312529 | Time: 1634.67 ms [2021-09-30 21:48:38 main:574] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1633 ms [2021-09-30 21:48:40 main:574] : INFO : Epoch 1989 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1644.87 ms [2021-09-30 21:48:41 main:574] : INFO : Epoch 1990 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1643 ms [2021-09-30 21:48:43 main:574] : INFO : Epoch 1991 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1645.34 ms [2021-09-30 21:48:45 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1640.01 ms [2021-09-30 21:48:46 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1672.59 ms [2021-09-30 21:48:48 main:574] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1632.53 ms [2021-09-30 21:48:50 main:574] : INFO : Epoch 1995 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1639.2 ms [2021-09-30 21:48:51 main:574] : INFO : Epoch 1996 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1659.98 ms [2021-09-30 21:48:53 main:574] : INFO : Epoch 1997 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1625.8 ms [2021-09-30 21:48:55 main:574] : INFO : Epoch 1998 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 1651.64 ms [2021-09-30 21:48:56 main:574] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1656.22 ms [2021-09-30 21:48:58 main:574] : INFO : Epoch 2000 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1640.4 ms [2021-09-30 21:49:00 main:574] : INFO : Epoch 2001 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1632.94 ms [2021-09-30 21:49:01 main:574] : INFO : Epoch 2002 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1626.93 ms [2021-09-30 21:49:03 main:574] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1614.99 ms [2021-09-30 21:49:04 main:574] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1643.58 ms [2021-09-30 21:49:06 main:574] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1650.81 ms [2021-09-30 21:49:08 main:574] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1639.4 ms [2021-09-30 21:49:09 main:574] : INFO : Epoch 2007 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1648.51 ms [2021-09-30 21:49:11 main:574] : INFO : Epoch 2008 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1660.48 ms [2021-09-30 21:49:13 main:574] : INFO : Epoch 2009 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1698.93 ms [2021-09-30 21:49:14 main:574] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1659.49 ms [2021-09-30 21:49:16 main:574] : INFO : Epoch 2011 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1643.77 ms [2021-09-30 21:49:18 main:574] : INFO : Epoch 2012 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1672.04 ms [2021-09-30 21:49:19 main:574] : INFO : Epoch 2013 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1652.85 ms [2021-09-30 21:49:21 main:574] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1643.08 ms [2021-09-30 21:49:23 main:574] : INFO : Epoch 2015 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1641.8 ms [2021-09-30 21:49:24 main:574] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1667.85 ms [2021-09-30 21:49:26 main:574] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1669.71 ms [2021-09-30 21:49:28 main:574] : INFO : Epoch 2018 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1670.33 ms [2021-09-30 21:49:29 main:574] : INFO : Epoch 2019 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1641.84 ms [2021-09-30 21:49:31 main:574] : INFO : Epoch 2020 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1659.84 ms [2021-09-30 21:49:33 main:574] : INFO : Epoch 2021 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1665.24 ms [2021-09-30 21:49:34 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1633.97 ms [2021-09-30 21:49:36 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1662.83 ms [2021-09-30 21:49:38 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1654.71 ms [2021-09-30 21:49:39 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1678.13 ms [2021-09-30 21:49:41 main:574] : INFO : Epoch 2026 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1652.22 ms [2021-09-30 21:49:43 main:574] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1658.56 ms [2021-09-30 21:49:44 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1638.82 ms [2021-09-30 21:49:46 main:574] : INFO : Epoch 2029 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1632.33 ms [2021-09-30 21:49:48 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1671.8 ms [2021-09-30 21:49:49 main:574] : INFO : Epoch 2031 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1651.55 ms [2021-09-30 21:49:51 main:574] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1609.3 ms [2021-09-30 21:49:53 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1632.28 ms [2021-09-30 21:49:54 main:574] : INFO : Epoch 2034 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1642.64 ms [2021-09-30 21:49:56 main:574] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1666.35 ms [2021-09-30 21:49:58 main:574] : INFO : Epoch 2036 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1644.98 ms [2021-09-30 21:49:59 main:574] : INFO : Epoch 2037 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1676.6 ms [2021-09-30 21:50:01 main:574] : INFO : Epoch 2038 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1644.08 ms [2021-09-30 21:50:03 main:574] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1638.57 ms [2021-09-30 21:50:04 main:574] : INFO : Epoch 2040 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1646.03 ms [2021-09-30 21:50:06 main:574] : INFO : Epoch 2041 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1655.56 ms [2021-09-30 21:50:08 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1652.67 ms [2021-09-30 21:50:09 main:574] : INFO : Epoch 2043 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1669.39 ms [2021-09-30 21:50:11 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1650.26 ms [2021-09-30 21:50:13 main:574] : INFO : Epoch 2045 | loss: 0.0312526 | val_loss: 0.0312759 | Time: 1645.13 ms [2021-09-30 21:50:14 main:574] : INFO : Epoch 2046 | loss: 0.0642746 | val_loss: 0.0617032 | Time: 1646.49 ms [2021-09-30 21:50:16 main:574] : INFO : Epoch 2047 | loss: 0.0440934 | val_loss: 0.0320824 | Time: 1641.59 ms [2021-09-30 21:50:18 main:574] : INFO : Epoch 2048 | loss: 0.0323409 | val_loss: 0.0316446 | Time: 1660.25 ms [2021-09-30 21:50:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0316446 [2021-09-30 21:50:18 main:603] : INFO : Saving end state to config to file [2021-09-30 21:50:18 main:608] : INFO : Success, exiting.. 21:50:18 (8564): 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)