Task 5141356
| Name | ParityModified-1619234666-9214-1_0 |
| Workunit | 3088460 |
| Created | 3 May 2021, 23:15:52 UTC |
| Sent | 13 May 2021, 2:44:29 UTC |
| Report deadline | 20 May 2021, 2:44:29 UTC |
| Received | 13 May 2021, 4:45:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 17 sec |
| CPU time | 59 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 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> | Time: 1763.29 ms [2021-05-12 23:31:44 main:574] : INFO : Epoch 1541 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1744.7 ms [2021-05-12 23:31:46 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1766.74 ms [2021-05-12 23:31:47 main:574] : INFO : Epoch 1543 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1768.85 ms [2021-05-12 23:31:49 main:574] : INFO : Epoch 1544 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1755.84 ms [2021-05-12 23:31:51 main:574] : INFO : Epoch 1545 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 1754.75 ms [2021-05-12 23:31:53 main:574] : INFO : Epoch 1546 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1757.12 ms [2021-05-12 23:31:54 main:574] : INFO : Epoch 1547 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1758.39 ms [2021-05-12 23:31:56 main:574] : INFO : Epoch 1548 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1755.17 ms [2021-05-12 23:31:58 main:574] : INFO : Epoch 1549 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1761.06 ms [2021-05-12 23:32:00 main:574] : INFO : Epoch 1550 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1752.65 ms [2021-05-12 23:32:01 main:574] : INFO : Epoch 1551 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1763.51 ms [2021-05-12 23:32:03 main:574] : INFO : Epoch 1552 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1751.55 ms [2021-05-12 23:32:05 main:574] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1755.55 ms [2021-05-12 23:32:07 main:574] : INFO : Epoch 1554 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1764.23 ms [2021-05-12 23:32:08 main:574] : INFO : Epoch 1555 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1747.65 ms [2021-05-12 23:32:10 main:574] : INFO : Epoch 1556 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1758.79 ms [2021-05-12 23:32:12 main:574] : INFO : Epoch 1557 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 1762.93 ms [2021-05-12 23:32:14 main:574] : INFO : Epoch 1558 | loss: 0.0312516 | val_loss: 0.0312546 | Time: 1753.85 ms [2021-05-12 23:32:16 main:574] : INFO : Epoch 1559 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 1773.24 ms [2021-05-12 23:32:17 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1749.73 ms [2021-05-12 23:32:19 main:574] : INFO : Epoch 1561 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1740.12 ms [2021-05-12 23:32:21 main:574] : INFO : Epoch 1562 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 1759.8 ms [2021-05-12 23:32:23 main:574] : INFO : Epoch 1563 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1756.06 ms [2021-05-12 23:32:24 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1766.52 ms [2021-05-12 23:32:26 main:574] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1750.61 ms [2021-05-12 23:32:28 main:574] : INFO : Epoch 1566 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1769.87 ms [2021-05-12 23:32:30 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1755.24 ms [2021-05-12 23:32:31 main:574] : INFO : Epoch 1568 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1781.04 ms [2021-05-12 23:32:33 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1756.49 ms [2021-05-12 23:32:35 main:574] : INFO : Epoch 1570 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1760.07 ms [2021-05-12 23:32:37 main:574] : INFO : Epoch 1571 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1748.02 ms [2021-05-12 23:32:38 main:574] : INFO : Epoch 1572 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1770.38 ms [2021-05-12 23:32:40 main:574] : INFO : Epoch 1573 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1764.55 ms [2021-05-12 23:32:42 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1741.24 ms [2021-05-12 23:32:44 main:574] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 1768.78 ms [2021-05-12 23:32:45 main:574] : INFO : Epoch 1576 | loss: 0.0312521 | val_loss: 0.0312502 | Time: 1754.76 ms [2021-05-12 23:32:47 main:574] : INFO : Epoch 1577 | loss: 0.0312521 | val_loss: 0.03125 | Time: 1746.22 ms [2021-05-12 23:32:49 main:574] : INFO : Epoch 1578 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1756.55 ms [2021-05-12 23:32:51 main:574] : INFO : Epoch 1579 | loss: 0.0312509 | val_loss: 0.0312536 | Time: 1751.19 ms [2021-05-12 23:32:53 main:574] : INFO : Epoch 1580 | loss: 0.0312518 | val_loss: 0.0312501 | Time: 1751.72 ms [2021-05-12 23:32:54 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1763.41 ms [2021-05-12 23:32:56 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1762.26 ms [2021-05-12 23:32:58 main:574] : INFO : Epoch 1583 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1750.47 ms [2021-05-12 23:33:00 main:574] : INFO : Epoch 1584 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1751.84 ms [2021-05-12 23:33:01 main:574] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1750.19 ms [2021-05-12 23:33:03 main:574] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1767.27 ms [2021-05-12 23:33:05 main:574] : INFO : Epoch 1587 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 1749.54 ms [2021-05-12 23:33:07 main:574] : INFO : Epoch 1588 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1758.07 ms [2021-05-12 23:33:08 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1758.69 ms [2021-05-12 23:33:10 main:574] : INFO : Epoch 1590 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1746.24 ms [2021-05-12 23:33:12 main:574] : INFO : Epoch 1591 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1753.09 ms [2021-05-12 23:33:14 main:574] : INFO : Epoch 1592 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1749 ms [2021-05-12 23:33:15 main:574] : INFO : Epoch 1593 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1757.12 ms [2021-05-12 23:33:17 main:574] : INFO : Epoch 1594 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 1760.79 ms [2021-05-12 23:33:19 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1755.86 ms [2021-05-12 23:33:21 main:574] : INFO : Epoch 1596 | loss: 0.0312522 | val_loss: 0.0312508 | Time: 1749.11 ms [2021-05-12 23:33:22 main:574] : INFO : Epoch 1597 | loss: 0.0312513 | val_loss: 0.0312543 | Time: 1751.43 ms [2021-05-12 23:33:24 main:574] : INFO : Epoch 1598 | loss: 0.0312522 | val_loss: 0.03125 | Time: 1760.01 ms [2021-05-12 23:33:26 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1756.99 ms [2021-05-12 23:33:28 main:574] : INFO : Epoch 1600 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1762.57 ms [2021-05-12 23:33:29 main:574] : INFO : Epoch 1601 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1756.7 ms [2021-05-12 23:33:31 main:574] : INFO : Epoch 1602 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1742.03 ms [2021-05-12 23:33:33 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1758.79 ms [2021-05-12 23:33:35 main:574] : INFO : Epoch 1604 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1757.52 ms [2021-05-12 23:33:37 main:574] : INFO : Epoch 1605 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1768.01 ms [2021-05-12 23:33:38 main:574] : INFO : Epoch 1606 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1754.64 ms [2021-05-12 23:33:40 main:574] : INFO : Epoch 1607 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1741.58 ms [2021-05-12 23:33:42 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1758.13 ms [2021-05-12 23:33:44 main:574] : INFO : Epoch 1609 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1772.27 ms [2021-05-12 23:33:45 main:574] : INFO : Epoch 1610 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1764.97 ms [2021-05-12 23:33:47 main:574] : INFO : Epoch 1611 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1766.12 ms [2021-05-12 23:33:49 main:574] : INFO : Epoch 1612 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1754.56 ms [2021-05-12 23:33:51 main:574] : INFO : Epoch 1613 | loss: 0.031251 | val_loss: 0.031252 | Time: 1759.93 ms [2021-05-12 23:33:52 main:574] : INFO : Epoch 1614 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1749.61 ms [2021-05-12 23:33:54 main:574] : INFO : Epoch 1615 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1757.71 ms [2021-05-12 23:33:56 main:574] : INFO : Epoch 1616 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1753.09 ms [2021-05-12 23:33:58 main:574] : INFO : Epoch 1617 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1769.07 ms [2021-05-12 23:33:59 main:574] : INFO : Epoch 1618 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1756.94 ms [2021-05-12 23:34:01 main:574] : INFO : Epoch 1619 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 1757.11 ms [2021-05-12 23:34:03 main:574] : INFO : Epoch 1620 | loss: 0.0312512 | val_loss: 0.0312527 | Time: 1756.52 ms [2021-05-12 23:34:05 main:574] : INFO : Epoch 1621 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1756.16 ms [2021-05-12 23:34:06 main:574] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1755.62 ms [2021-05-12 23:34:08 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1770.15 ms [2021-05-12 23:34:10 main:574] : INFO : Epoch 1624 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1759.64 ms [2021-05-12 23:34:12 main:574] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1750.49 ms [2021-05-12 23:34:14 main:574] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1749.65 ms [2021-05-12 23:34:15 main:574] : INFO : Epoch 1627 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1754.68 ms [2021-05-12 23:34:17 main:574] : INFO : Epoch 1628 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1756.61 ms [2021-05-12 23:34:19 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1766.89 ms [2021-05-12 23:34:21 main:574] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1769.64 ms [2021-05-12 23:34:22 main:574] : INFO : Epoch 1631 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1744.63 ms [2021-05-12 23:34:24 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1756.68 ms [2021-05-12 23:34:26 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1749.18 ms [2021-05-12 23:34:28 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1765.09 ms [2021-05-12 23:34:29 main:574] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1764 ms [2021-05-12 23:34:31 main:574] : INFO : Epoch 1636 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1759.54 ms [2021-05-12 23:34:33 main:574] : INFO : Epoch 1637 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1753.63 ms [2021-05-12 23:34:35 main:574] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1754.67 ms [2021-05-12 23:34:36 main:574] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1766.59 ms [2021-05-12 23:34:38 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1763.25 ms [2021-05-12 23:34:40 main:574] : INFO : Epoch 1641 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1749.78 ms [2021-05-12 23:34:42 main:574] : INFO : Epoch 1642 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1756.57 ms [2021-05-12 23:34:44 main:574] : INFO : Epoch 1643 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1746.76 ms [2021-05-12 23:34:45 main:574] : INFO : Epoch 1644 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1765.93 ms [2021-05-12 23:34:47 main:574] : INFO : Epoch 1645 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1748.65 ms [2021-05-12 23:34:49 main:574] : INFO : Epoch 1646 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1752.28 ms [2021-05-12 23:34:51 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1759.79 ms [2021-05-12 23:34:52 main:574] : INFO : Epoch 1648 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1745.07 ms [2021-05-12 23:34:54 main:574] : INFO : Epoch 1649 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1761.22 ms [2021-05-12 23:34:56 main:574] : INFO : Epoch 1650 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1765.21 ms [2021-05-12 23:34:58 main:574] : INFO : Epoch 1651 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1748.71 ms [2021-05-12 23:34:59 main:574] : INFO : Epoch 1652 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1754.73 ms [2021-05-12 23:35:01 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1755.81 ms [2021-05-12 23:35:03 main:574] : INFO : Epoch 1654 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1752.88 ms [2021-05-12 23:35:05 main:574] : INFO : Epoch 1655 | loss: 0.0312513 | val_loss: 0.0312532 | Time: 1745 ms [2021-05-12 23:35:06 main:574] : INFO : Epoch 1656 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1773.41 ms [2021-05-12 23:35:08 main:574] : INFO : Epoch 1657 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1750.07 ms [2021-05-12 23:35:10 main:574] : INFO : Epoch 1658 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1764.63 ms [2021-05-12 23:35:12 main:574] : INFO : Epoch 1659 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1754.94 ms [2021-05-12 23:35:13 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1771.34 ms [2021-05-12 23:35:15 main:574] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1743.7 ms [2021-05-12 23:35:17 main:574] : INFO : Epoch 1662 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1751.42 ms [2021-05-12 23:35:19 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1757.56 ms [2021-05-12 23:35:20 main:574] : INFO : Epoch 1664 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1764.87 ms [2021-05-12 23:35:22 main:574] : INFO : Epoch 1665 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1758.65 ms [2021-05-12 23:35:24 main:574] : INFO : Epoch 1666 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1750.84 ms [2021-05-12 23:35:26 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1759.25 ms [2021-05-12 23:35:28 main:574] : INFO : Epoch 1668 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1752.86 ms [2021-05-12 23:35:29 main:574] : INFO : Epoch 1669 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1750.38 ms [2021-05-12 23:35:31 main:574] : INFO : Epoch 1670 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1755.13 ms [2021-05-12 23:35:33 main:574] : INFO : Epoch 1671 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1747.65 ms [2021-05-12 23:35:35 main:574] : INFO : Epoch 1672 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1764.06 ms [2021-05-12 23:35:36 main:574] : INFO : Epoch 1673 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1759.96 ms [2021-05-12 23:35:38 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1753.55 ms [2021-05-12 23:35:40 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1756.92 ms [2021-05-12 23:35:42 main:574] : INFO : Epoch 1676 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1756.69 ms [2021-05-12 23:35:43 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1746.78 ms [2021-05-12 23:35:45 main:574] : INFO : Epoch 1678 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1753.85 ms [2021-05-12 23:35:47 main:574] : INFO : Epoch 1679 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1762.74 ms [2021-05-12 23:35:49 main:574] : INFO : Epoch 1680 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1748.84 ms [2021-05-12 23:35:50 main:574] : INFO : Epoch 1681 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1765.14 ms [2021-05-12 23:35:52 main:574] : INFO : Epoch 1682 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1755.69 ms [2021-05-12 23:35:54 main:574] : INFO : Epoch 1683 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1751.49 ms [2021-05-12 23:35:56 main:574] : INFO : Epoch 1684 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1748.06 ms [2021-05-12 23:35:57 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1754.3 ms [2021-05-12 23:35:59 main:574] : INFO : Epoch 1686 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1747.07 ms [2021-05-12 23:36:01 main:574] : INFO : Epoch 1687 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1740.88 ms [2021-05-12 23:36:03 main:574] : INFO : Epoch 1688 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1755.73 ms [2021-05-12 23:36:04 main:574] : INFO : Epoch 1689 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 1759.61 ms [2021-05-12 23:36:06 main:574] : INFO : Epoch 1690 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1758.19 ms [2021-05-12 23:36:08 main:574] : INFO : Epoch 1691 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1770.46 ms [2021-05-12 23:36:10 main:574] : INFO : Epoch 1692 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1749.6 ms [2021-05-12 23:36:12 main:574] : INFO : Epoch 1693 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1746.56 ms [2021-05-12 23:36:13 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1753.97 ms [2021-05-12 23:36:15 main:574] : INFO : Epoch 1695 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1753.77 ms [2021-05-12 23:36:17 main:574] : INFO : Epoch 1696 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 1752.78 ms [2021-05-12 23:36:19 main:574] : INFO : Epoch 1697 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1744.75 ms [2021-05-12 23:36:20 main:574] : INFO : Epoch 1698 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 1769.5 ms [2021-05-12 23:36:22 main:574] : INFO : Epoch 1699 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1762.67 ms [2021-05-12 23:36:24 main:574] : INFO : Epoch 1700 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1756.68 ms [2021-05-12 23:36:26 main:574] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1767.54 ms [2021-05-12 23:36:27 main:574] : INFO : Epoch 1702 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1752.95 ms [2021-05-12 23:36:29 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1753.82 ms [2021-05-12 23:36:31 main:574] : INFO : Epoch 1704 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1757.29 ms [2021-05-12 23:36:33 main:574] : INFO : Epoch 1705 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1777.64 ms [2021-05-12 23:36:34 main:574] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1751.58 ms [2021-05-12 23:36:36 main:574] : INFO : Epoch 1707 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1757.8 ms [2021-05-12 23:36:38 main:574] : INFO : Epoch 1708 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1753.36 ms [2021-05-12 23:36:40 main:574] : INFO : Epoch 1709 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1758.93 ms [2021-05-12 23:36:41 main:574] : INFO : Epoch 1710 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1751.36 ms [2021-05-12 23:36:43 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1750 ms [2021-05-12 23:36:45 main:574] : INFO : Epoch 1712 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1752.4 ms [2021-05-12 23:36:47 main:574] : INFO : Epoch 1713 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 1750.11 ms [2021-05-12 23:36:49 main:574] : INFO : Epoch 1714 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1765.47 ms [2021-05-12 23:36:50 main:574] : INFO : Epoch 1715 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1752.75 ms [2021-05-12 23:36:52 main:574] : INFO : Epoch 1716 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1766.56 ms [2021-05-12 23:36:54 main:574] : INFO : Epoch 1717 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1760.88 ms [2021-05-12 23:36:56 main:574] : INFO : Epoch 1718 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1764.34 ms [2021-05-12 23:36:57 main:574] : INFO : Epoch 1719 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1757.41 ms [2021-05-12 23:36:59 main:574] : INFO : Epoch 1720 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1750.65 ms [2021-05-12 23:37:01 main:574] : INFO : Epoch 1721 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1756.27 ms [2021-05-12 23:37:03 main:574] : INFO : Epoch 1722 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1752.86 ms [2021-05-12 23:37:04 main:574] : INFO : Epoch 1723 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1755.24 ms [2021-05-12 23:37:06 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1750.47 ms [2021-05-12 23:37:08 main:574] : INFO : Epoch 1725 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1752.12 ms [2021-05-12 23:37:10 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1759.81 ms [2021-05-12 23:37:11 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1750.83 ms [2021-05-12 23:37:13 main:574] : INFO : Epoch 1728 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1756.41 ms [2021-05-12 23:37:15 main:574] : INFO : Epoch 1729 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1755.39 ms [2021-05-12 23:37:17 main:574] : INFO : Epoch 1730 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1767.44 ms [2021-05-12 23:37:18 main:574] : INFO : Epoch 1731 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1752.26 ms [2021-05-12 23:37:20 main:574] : INFO : Epoch 1732 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1756.05 ms [2021-05-12 23:37:22 main:574] : INFO : Epoch 1733 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1757.71 ms [2021-05-12 23:37:24 main:574] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1753.31 ms [2021-05-12 23:37:26 main:574] : INFO : Epoch 1735 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 1764.3 ms [2021-05-12 23:37:27 main:574] : INFO : Epoch 1736 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1752.69 ms [2021-05-12 23:37:29 main:574] : INFO : Epoch 1737 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1760.2 ms [2021-05-12 23:37:31 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1763.6 ms [2021-05-12 23:37:33 main:574] : INFO : Epoch 1739 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1765.66 ms [2021-05-12 23:37:34 main:574] : INFO : Epoch 1740 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1752.24 ms [2021-05-12 23:37:36 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1756.13 ms [2021-05-12 23:37:38 main:574] : INFO : Epoch 1742 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1753.63 ms [2021-05-12 23:37:40 main:574] : INFO : Epoch 1743 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1762.69 ms [2021-05-12 23:37:41 main:574] : INFO : Epoch 1744 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1758.12 ms [2021-05-12 23:37:43 main:574] : INFO : Epoch 1745 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1756.47 ms [2021-05-12 23:37:45 main:574] : INFO : Epoch 1746 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1761.5 ms [2021-05-12 23:37:47 main:574] : INFO : Epoch 1747 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1752.08 ms [2021-05-12 23:37:48 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1756.59 ms [2021-05-12 23:37:50 main:574] : INFO : Epoch 1749 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1752.81 ms [2021-05-12 23:37:52 main:574] : INFO : Epoch 1750 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1746.58 ms [2021-05-12 23:37:54 main:574] : INFO : Epoch 1751 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1756.97 ms [2021-05-12 23:37:55 main:574] : INFO : Epoch 1752 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1750.9 ms [2021-05-12 23:37:57 main:574] : INFO : Epoch 1753 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1745.93 ms [2021-05-12 23:37:59 main:574] : INFO : Epoch 1754 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1755.07 ms [2021-05-12 23:38:01 main:574] : INFO : Epoch 1755 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1754.61 ms [2021-05-12 23:38:02 main:574] : INFO : Epoch 1756 | loss: 0.031251 | val_loss: 0.031254 | Time: 1761.32 ms [2021-05-12 23:38:04 main:574] : INFO : Epoch 1757 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1753.24 ms [2021-05-12 23:38:06 main:574] : INFO : Epoch 1758 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1756.92 ms [2021-05-12 23:38:08 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1765.92 ms [2021-05-12 23:38:10 main:574] : INFO : Epoch 1760 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1752.8 ms [2021-05-12 23:38:11 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1751.69 ms [2021-05-12 23:38:13 main:574] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1765.31 ms [2021-05-12 23:38:15 main:574] : INFO : Epoch 1763 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1758.44 ms [2021-05-12 23:38:17 main:574] : INFO : Epoch 1764 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1753.48 ms [2021-05-12 23:38:18 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1739.4 ms [2021-05-12 23:38:20 main:574] : INFO : Epoch 1766 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1767.79 ms [2021-05-12 23:38:22 main:574] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1757.27 ms [2021-05-12 23:38:24 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1753.05 ms [2021-05-12 23:38:25 main:574] : INFO : Epoch 1769 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1760.49 ms [2021-05-12 23:38:27 main:574] : INFO : Epoch 1770 | loss: 0.0312499 | val_loss: 0.0312522 | Time: 1762.18 ms [2021-05-12 23:38:29 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1763.63 ms [2021-05-12 23:38:31 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1744.85 ms [2021-05-12 23:38:32 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1766.58 ms [2021-05-12 23:38:34 main:574] : INFO : Epoch 1774 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1749.84 ms [2021-05-12 23:38:36 main:574] : INFO : Epoch 1775 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1740.43 ms [2021-05-12 23:38:38 main:574] : INFO : Epoch 1776 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1764.45 ms [2021-05-12 23:38:39 main:574] : INFO : Epoch 1777 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1757.03 ms [2021-05-12 23:38:41 main:574] : INFO : Epoch 1778 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1768.12 ms [2021-05-12 23:38:43 main:574] : INFO : Epoch 1779 | loss: 0.03125 | val_loss: 0.03125 | Time: 1750.8 ms [2021-05-12 23:38:45 main:574] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1763.24 ms [2021-05-12 23:38:47 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.03125 | Time: 1750.95 ms [2021-05-12 23:38:48 main:574] : INFO : Epoch 1782 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1752.14 ms [2021-05-12 23:38:50 main:574] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1757.27 ms [2021-05-12 23:38:52 main:574] : INFO : Epoch 1784 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1763.66 ms [2021-05-12 23:38:54 main:574] : INFO : Epoch 1785 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1748.16 ms [2021-05-12 23:38:55 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1747.33 ms [2021-05-12 23:38:57 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 1752.06 ms [2021-05-12 23:38:59 main:574] : INFO : Epoch 1788 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1755.83 ms [2021-05-12 23:39:01 main:574] : INFO : Epoch 1789 | loss: 0.0312522 | val_loss: 0.0312534 | Time: 1771.97 ms [2021-05-12 23:39:02 main:574] : INFO : Epoch 1790 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1767.43 ms [2021-05-12 23:39:04 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1760.93 ms [2021-05-12 23:39:06 main:574] : INFO : Epoch 1792 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1756.72 ms [2021-05-12 23:39:08 main:574] : INFO : Epoch 1793 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1754.8 ms [2021-05-12 23:39:09 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 1750.69 ms [2021-05-12 23:39:11 main:574] : INFO : Epoch 1795 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1761.7 ms [2021-05-12 23:39:13 main:574] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1760.95 ms [2021-05-12 23:39:15 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1758.24 ms [2021-05-12 23:39:16 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1763.51 ms [2021-05-12 23:39:18 main:574] : INFO : Epoch 1799 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1772.75 ms [2021-05-12 23:39:20 main:574] : INFO : Epoch 1800 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1756.84 ms [2021-05-12 23:39:22 main:574] : INFO : Epoch 1801 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1763.41 ms [2021-05-12 23:39:24 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1760.49 ms [2021-05-12 23:39:25 main:574] : INFO : Epoch 1803 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1769.42 ms [2021-05-12 23:39:27 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1771.48 ms [2021-05-12 23:39:29 main:574] : INFO : Epoch 1805 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1750.89 ms [2021-05-12 23:39:31 main:574] : INFO : Epoch 1806 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 1757.66 ms [2021-05-12 23:39:32 main:574] : INFO : Epoch 1807 | loss: 0.0312511 | val_loss: 0.0312543 | Time: 1746.07 ms [2021-05-12 23:39:34 main:574] : INFO : Epoch 1808 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1762.07 ms [2021-05-12 23:39:36 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1763.58 ms [2021-05-12 23:39:38 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1753.86 ms [2021-05-12 23:39:39 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1765.14 ms [2021-05-12 23:39:41 main:574] : INFO : Epoch 1812 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1750.57 ms [2021-05-12 23:39:43 main:574] : INFO : Epoch 1813 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1753.39 ms [2021-05-12 23:39:45 main:574] : INFO : Epoch 1814 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1744.69 ms [2021-05-12 23:39:46 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1752.37 ms [2021-05-12 23:39:48 main:574] : INFO : Epoch 1816 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1758.86 ms [2021-05-12 23:39:50 main:574] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1765.03 ms [2021-05-12 23:39:52 main:574] : INFO : Epoch 1818 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1766.3 ms [2021-05-12 23:39:54 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1768.43 ms [2021-05-12 23:39:55 main:574] : INFO : Epoch 1820 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1753.65 ms [2021-05-12 23:39:57 main:574] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1758.06 ms [2021-05-12 23:39:59 main:574] : INFO : Epoch 1822 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1754.95 ms [2021-05-12 23:40:01 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 1757.73 ms [2021-05-12 23:40:02 main:574] : INFO : Epoch 1824 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1771.04 ms [2021-05-12 23:40:04 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1760.02 ms [2021-05-12 23:40:06 main:574] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 1754.03 ms [2021-05-12 23:40:08 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1753.58 ms [2021-05-12 23:40:09 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1755.23 ms [2021-05-12 23:40:11 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1770.73 ms [2021-05-12 23:40:13 main:574] : INFO : Epoch 1830 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1748.21 ms [2021-05-12 23:40:15 main:574] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1741.33 ms [2021-05-12 23:40:16 main:574] : INFO : Epoch 1832 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1754.07 ms [2021-05-12 23:40:18 main:574] : INFO : Epoch 1833 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1774.6 ms [2021-05-12 23:40:20 main:574] : INFO : Epoch 1834 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1759.69 ms [2021-05-12 23:40:22 main:574] : INFO : Epoch 1835 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1766.43 ms [2021-05-12 23:40:24 main:574] : INFO : Epoch 1836 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1760.49 ms [2021-05-12 23:40:25 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1755.03 ms [2021-05-12 23:40:27 main:574] : INFO : Epoch 1838 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1754.92 ms [2021-05-12 23:40:29 main:574] : INFO : Epoch 1839 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1759.11 ms [2021-05-12 23:40:31 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1752.84 ms [2021-05-12 23:40:32 main:574] : INFO : Epoch 1841 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1771.05 ms [2021-05-12 23:40:34 main:574] : INFO : Epoch 1842 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1763.31 ms [2021-05-12 23:40:36 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1778.21 ms [2021-05-12 23:40:38 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1763.8 ms [2021-05-12 23:40:39 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1756.26 ms [2021-05-12 23:40:41 main:574] : INFO : Epoch 1846 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1763.91 ms [2021-05-12 23:40:43 main:574] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1768.62 ms [2021-05-12 23:40:45 main:574] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.0312531 | Time: 1750.38 ms [2021-05-12 23:40:46 main:574] : INFO : Epoch 1849 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1746.26 ms [2021-05-12 23:40:48 main:574] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1749.77 ms [2021-05-12 23:40:50 main:574] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1754.75 ms [2021-05-12 23:40:52 main:574] : INFO : Epoch 1852 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1758.63 ms [2021-05-12 23:40:54 main:574] : INFO : Epoch 1853 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1760.11 ms [2021-05-12 23:40:55 main:574] : INFO : Epoch 1854 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1764.09 ms [2021-05-12 23:40:57 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312536 | Time: 1765.66 ms [2021-05-12 23:40:59 main:574] : INFO : Epoch 1856 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1759.78 ms [2021-05-12 23:41:01 main:574] : INFO : Epoch 1857 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1759.96 ms [2021-05-12 23:41:02 main:574] : INFO : Epoch 1858 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1763.9 ms [2021-05-12 23:41:04 main:574] : INFO : Epoch 1859 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1757.64 ms [2021-05-12 23:41:06 main:574] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1749.75 ms [2021-05-12 23:41:08 main:574] : INFO : Epoch 1861 | loss: 0.0312515 | val_loss: 0.0312546 | Time: 1757.72 ms [2021-05-12 23:41:09 main:574] : INFO : Epoch 1862 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1761.31 ms [2021-05-12 23:41:11 main:574] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1773.41 ms [2021-05-12 23:41:13 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1753.99 ms [2021-05-12 23:41:15 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1751.28 ms [2021-05-12 23:41:16 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1752.09 ms [2021-05-12 23:41:18 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1763.71 ms [2021-05-12 23:41:20 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1761.32 ms [2021-05-12 23:41:22 main:574] : INFO : Epoch 1869 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1753.25 ms [2021-05-12 23:41:23 main:574] : INFO : Epoch 1870 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1753.23 ms [2021-05-12 23:41:25 main:574] : INFO : Epoch 1871 | loss: 0.03125 | val_loss: 0.03125 | Time: 1753.07 ms [2021-05-12 23:41:27 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1747.55 ms [2021-05-12 23:41:29 main:574] : INFO : Epoch 1873 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1751.58 ms [2021-05-12 23:41:31 main:574] : INFO : Epoch 1874 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1747.78 ms [2021-05-12 23:41:32 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1750.51 ms [2021-05-12 23:41:34 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 1748.3 ms [2021-05-12 23:41:36 main:574] : INFO : Epoch 1877 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1762.42 ms [2021-05-12 23:41:38 main:574] : INFO : Epoch 1878 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1762.89 ms [2021-05-12 23:41:39 main:574] : INFO : Epoch 1879 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1748.48 ms [2021-05-12 23:41:41 main:574] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1753.18 ms [2021-05-12 23:41:43 main:574] : INFO : Epoch 1881 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1746.2 ms [2021-05-12 23:41:45 main:574] : INFO : Epoch 1882 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1761.8 ms [2021-05-12 23:41:46 main:574] : INFO : Epoch 1883 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1742.26 ms [2021-05-12 23:41:48 main:574] : INFO : Epoch 1884 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 1756.97 ms [2021-05-12 23:41:50 main:574] : INFO : Epoch 1885 | loss: 0.031252 | val_loss: 0.0312534 | Time: 1745.04 ms [2021-05-12 23:41:52 main:574] : INFO : Epoch 1886 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1756.72 ms [2021-05-12 23:41:53 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1748.33 ms [2021-05-12 23:41:55 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1761.39 ms [2021-05-12 23:41:57 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1759.95 ms [2021-05-12 23:41:59 main:574] : INFO : Epoch 1890 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 1758.85 ms [2021-05-12 23:42:00 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1769.57 ms [2021-05-12 23:42:02 main:574] : INFO : Epoch 1892 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 1749.81 ms [2021-05-12 23:42:04 main:574] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1761.89 ms [2021-05-12 23:42:06 main:574] : INFO : Epoch 1894 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1758.72 ms [2021-05-12 23:42:07 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1748.98 ms [2021-05-12 23:42:09 main:574] : INFO : Epoch 1896 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1766.54 ms [2021-05-12 23:42:11 main:574] : INFO : Epoch 1897 | loss: 0.03125 | val_loss: 0.031251 | Time: 1749.96 ms [2021-05-12 23:42:13 main:574] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1777.08 ms [2021-05-12 23:42:15 main:574] : INFO : Epoch 1899 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1742.06 ms [2021-05-12 23:42:16 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1757.92 ms [2021-05-12 23:42:18 main:574] : INFO : Epoch 1901 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1754.11 ms [2021-05-12 23:42:20 main:574] : INFO : Epoch 1902 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1748.8 ms [2021-05-12 23:42:22 main:574] : INFO : Epoch 1903 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1758.55 ms [2021-05-12 23:42:23 main:574] : INFO : Epoch 1904 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1757.8 ms [2021-05-12 23:42:25 main:574] : INFO : Epoch 1905 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1743.12 ms [2021-05-12 23:42:27 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1760.81 ms [2021-05-12 23:42:29 main:574] : INFO : Epoch 1907 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1769.86 ms [2021-05-12 23:42:30 main:574] : INFO : Epoch 1908 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1754.24 ms [2021-05-12 23:42:32 main:574] : INFO : Epoch 1909 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1752.19 ms [2021-05-12 23:42:34 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1746.55 ms [2021-05-12 23:42:36 main:574] : INFO : Epoch 1911 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1747.01 ms [2021-05-12 23:42:37 main:574] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1765.47 ms [2021-05-12 23:42:39 main:574] : INFO : Epoch 1913 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1752.59 ms [2021-05-12 23:42:41 main:574] : INFO : Epoch 1914 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1767.82 ms [2021-05-12 23:42:43 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1763.93 ms [2021-05-12 23:42:44 main:574] : INFO : Epoch 1916 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1763.55 ms [2021-05-12 23:42:46 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1764.53 ms [2021-05-12 23:42:48 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1755.02 ms [2021-05-12 23:42:50 main:574] : INFO : Epoch 1919 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1743.95 ms [2021-05-12 23:42:51 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1747.87 ms [2021-05-12 23:42:53 main:574] : INFO : Epoch 1921 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1760.84 ms [2021-05-12 23:42:55 main:574] : INFO : Epoch 1922 | loss: 0.0312525 | val_loss: 0.03125 | Time: 1742.06 ms [2021-05-12 23:42:57 main:574] : INFO : Epoch 1923 | loss: 0.0312525 | val_loss: 0.0312565 | Time: 1767.07 ms [2021-05-12 23:42:59 main:574] : INFO : Epoch 1924 | loss: 0.0312521 | val_loss: 0.0312506 | Time: 1755.43 ms [2021-05-12 23:43:00 main:574] : INFO : Epoch 1925 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1762.65 ms [2021-05-12 23:43:02 main:574] : INFO : Epoch 1926 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1756.4 ms [2021-05-12 23:43:04 main:574] : INFO : Epoch 1927 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1762.49 ms [2021-05-12 23:43:06 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1752.81 ms [2021-05-12 23:43:07 main:574] : INFO : Epoch 1929 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1760.64 ms [2021-05-12 23:43:09 main:574] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1751.67 ms [2021-05-12 23:43:11 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1755.69 ms [2021-05-12 23:43:13 main:574] : INFO : Epoch 1932 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1740.62 ms [2021-05-12 23:43:14 main:574] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1770.41 ms [2021-05-12 23:43:16 main:574] : INFO : Epoch 1934 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1764.8 ms [2021-05-12 23:43:18 main:574] : INFO : Epoch 1935 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1760.98 ms [2021-05-12 23:43:20 main:574] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1759.83 ms [2021-05-12 23:43:21 main:574] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1749.26 ms [2021-05-12 23:43:23 main:574] : INFO : Epoch 1938 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1746.43 ms [2021-05-12 23:43:25 main:574] : INFO : Epoch 1939 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1781.39 ms [2021-05-12 23:43:27 main:574] : INFO : Epoch 1940 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1744.04 ms [2021-05-12 23:43:28 main:574] : INFO : Epoch 1941 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1761.41 ms [2021-05-12 23:43:30 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1765.3 ms [2021-05-12 23:43:32 main:574] : INFO : Epoch 1943 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1758.57 ms [2021-05-12 23:43:34 main:574] : INFO : Epoch 1944 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1760.1 ms [2021-05-12 23:43:36 main:574] : INFO : Epoch 1945 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1756.63 ms [2021-05-12 23:43:37 main:574] : INFO : Epoch 1946 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1745.33 ms [2021-05-12 23:43:39 main:574] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1749.37 ms [2021-05-12 23:43:41 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1760.27 ms [2021-05-12 23:43:43 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.03125 | Time: 1760.44 ms [2021-05-12 23:43:44 main:574] : INFO : Epoch 1950 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1750.33 ms [2021-05-12 23:43:46 main:574] : INFO : Epoch 1951 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1760.12 ms [2021-05-12 23:43:48 main:574] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1752.16 ms [2021-05-12 23:43:50 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1763.54 ms [2021-05-12 23:43:51 main:574] : INFO : Epoch 1954 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1755.73 ms [2021-05-12 23:43:53 main:574] : INFO : Epoch 1955 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1767.57 ms [2021-05-12 23:43:55 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1763.72 ms [2021-05-12 23:43:57 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1757.32 ms [2021-05-12 23:43:58 main:574] : INFO : Epoch 1958 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1761.29 ms [2021-05-12 23:44:00 main:574] : INFO : Epoch 1959 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1760.58 ms [2021-05-12 23:44:02 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1767.98 ms [2021-05-12 23:44:04 main:574] : INFO : Epoch 1961 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1748.54 ms [2021-05-12 23:44:06 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1746.72 ms [2021-05-12 23:44:07 main:574] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1746.71 ms [2021-05-12 23:44:09 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1758.67 ms [2021-05-12 23:44:11 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1765.33 ms [2021-05-12 23:44:13 main:574] : INFO : Epoch 1966 | loss: 0.0312507 | val_loss: 0.031253 | Time: 1737.73 ms [2021-05-12 23:44:14 main:574] : INFO : Epoch 1967 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 1766.28 ms [2021-05-12 23:44:16 main:574] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1777.14 ms [2021-05-12 23:44:18 main:574] : INFO : Epoch 1969 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1755.75 ms [2021-05-12 23:44:20 main:574] : INFO : Epoch 1970 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1751.97 ms [2021-05-12 23:44:21 main:574] : INFO : Epoch 1971 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1760.33 ms [2021-05-12 23:44:23 main:574] : INFO : Epoch 1972 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1757.77 ms [2021-05-12 23:44:25 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1753.42 ms [2021-05-12 23:44:27 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1747.13 ms [2021-05-12 23:44:28 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1757.97 ms [2021-05-12 23:44:30 main:574] : INFO : Epoch 1976 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1756.3 ms [2021-05-12 23:44:32 main:574] : INFO : Epoch 1977 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1763.34 ms [2021-05-12 23:44:34 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1765.75 ms [2021-05-12 23:44:35 main:574] : INFO : Epoch 1979 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1757.95 ms [2021-05-12 23:44:37 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1752.13 ms [2021-05-12 23:44:39 main:574] : INFO : Epoch 1981 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1757.3 ms [2021-05-12 23:44:41 main:574] : INFO : Epoch 1982 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1750.7 ms [2021-05-12 23:44:43 main:574] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1756.6 ms [2021-05-12 23:44:44 main:574] : INFO : Epoch 1984 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1764.83 ms [2021-05-12 23:44:46 main:574] : INFO : Epoch 1985 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1751.03 ms [2021-05-12 23:44:48 main:574] : INFO : Epoch 1986 | loss: 0.0312521 | val_loss: 0.03125 | Time: 1745.7 ms [2021-05-12 23:44:50 main:574] : INFO : Epoch 1987 | loss: 0.0312541 | val_loss: 0.0312517 | Time: 1750.45 ms [2021-05-12 23:44:51 main:574] : INFO : Epoch 1988 | loss: 0.0312525 | val_loss: 0.0312525 | Time: 1749.15 ms [2021-05-12 23:44:53 main:574] : INFO : Epoch 1989 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1755.88 ms [2021-05-12 23:44:55 main:574] : INFO : Epoch 1990 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1763.65 ms [2021-05-12 23:44:57 main:574] : INFO : Epoch 1991 | loss: 0.031251 | val_loss: 0.0312519 | Time: 1762.44 ms [2021-05-12 23:44:58 main:574] : INFO : Epoch 1992 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1748.44 ms [2021-05-12 23:45:00 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1778.81 ms [2021-05-12 23:45:02 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1762.21 ms [2021-05-12 23:45:04 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1752.3 ms [2021-05-12 23:45:05 main:574] : INFO : Epoch 1996 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1758.08 ms [2021-05-12 23:45:07 main:574] : INFO : Epoch 1997 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1760.1 ms [2021-05-12 23:45:09 main:574] : INFO : Epoch 1998 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1750.67 ms [2021-05-12 23:45:11 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1759.16 ms [2021-05-12 23:45:12 main:574] : INFO : Epoch 2000 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1760.57 ms [2021-05-12 23:45:14 main:574] : INFO : Epoch 2001 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1778.26 ms [2021-05-12 23:45:16 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1761.77 ms [2021-05-12 23:45:18 main:574] : INFO : Epoch 2003 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1750.27 ms [2021-05-12 23:45:20 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1763.7 ms [2021-05-12 23:45:21 main:574] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.03125 | Time: 1767.29 ms [2021-05-12 23:45:23 main:574] : INFO : Epoch 2006 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1762.72 ms [2021-05-12 23:45:25 main:574] : INFO : Epoch 2007 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1754.31 ms [2021-05-12 23:45:27 main:574] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1758.62 ms [2021-05-12 23:45:28 main:574] : INFO : Epoch 2009 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1754.41 ms [2021-05-12 23:45:30 main:574] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1748.37 ms [2021-05-12 23:45:32 main:574] : INFO : Epoch 2011 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1752.37 ms [2021-05-12 23:45:34 main:574] : INFO : Epoch 2012 | loss: 0.0312514 | val_loss: 0.0312533 | Time: 1737.77 ms [2021-05-12 23:45:35 main:574] : INFO : Epoch 2013 | loss: 0.0312534 | val_loss: 0.0312531 | Time: 1770.04 ms [2021-05-12 23:45:37 main:574] : INFO : Epoch 2014 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1762.06 ms [2021-05-12 23:45:39 main:574] : INFO : Epoch 2015 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1756.63 ms [2021-05-12 23:45:41 main:574] : INFO : Epoch 2016 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1751.93 ms [2021-05-12 23:45:42 main:574] : INFO : Epoch 2017 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1754.91 ms [2021-05-12 23:45:44 main:574] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1752.29 ms [2021-05-12 23:45:46 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1764.67 ms [2021-05-12 23:45:48 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1746.31 ms [2021-05-12 23:45:49 main:574] : INFO : Epoch 2021 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1756.78 ms [2021-05-12 23:45:51 main:574] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1758.15 ms [2021-05-12 23:45:53 main:574] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1761.51 ms [2021-05-12 23:45:55 main:574] : INFO : Epoch 2024 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1758.45 ms [2021-05-12 23:45:57 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1755.06 ms [2021-05-12 23:45:58 main:574] : INFO : Epoch 2026 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1762.67 ms [2021-05-12 23:46:00 main:574] : INFO : Epoch 2027 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1767.44 ms [2021-05-12 23:46:02 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1767.13 ms [2021-05-12 23:46:04 main:574] : INFO : Epoch 2029 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1759.26 ms [2021-05-12 23:46:05 main:574] : INFO : Epoch 2030 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1750.21 ms [2021-05-12 23:46:07 main:574] : INFO : Epoch 2031 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1751.21 ms [2021-05-12 23:46:09 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1741.72 ms [2021-05-12 23:46:11 main:574] : INFO : Epoch 2033 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1761.46 ms [2021-05-12 23:46:12 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 1766.41 ms [2021-05-12 23:46:14 main:574] : INFO : Epoch 2035 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1771.4 ms [2021-05-12 23:46:16 main:574] : INFO : Epoch 2036 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1766.93 ms [2021-05-12 23:46:18 main:574] : INFO : Epoch 2037 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1751.42 ms [2021-05-12 23:46:19 main:574] : INFO : Epoch 2038 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1742.07 ms [2021-05-12 23:46:21 main:574] : INFO : Epoch 2039 | loss: 0.0312526 | val_loss: 0.0312506 | Time: 1758.81 ms [2021-05-12 23:46:23 main:574] : INFO : Epoch 2040 | loss: 0.0312524 | val_loss: 0.0312505 | Time: 1750.45 ms [2021-05-12 23:46:25 main:574] : INFO : Epoch 2041 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1755.69 ms [2021-05-12 23:46:26 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.03125 | Time: 1748.92 ms [2021-05-12 23:46:28 main:574] : INFO : Epoch 2043 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1763.68 ms [2021-05-12 23:46:30 main:574] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1753.11 ms [2021-05-12 23:46:32 main:574] : INFO : Epoch 2045 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1741.45 ms [2021-05-12 23:46:34 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1763.39 ms [2021-05-12 23:46:35 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 1755.95 ms [2021-05-12 23:46:37 main:574] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1753.37 ms [2021-05-12 23:46:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312499 [2021-05-12 23:46:37 main:603] : INFO : Saving end state to config to file [2021-05-12 23:46:37 main:608] : INFO : Success, exiting.. 23:46:37 (2172): 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)