Task 4182871
| Name | ParityModified-1613190665-27317-1_0 |
| Workunit | 2281674 |
| Created | 25 Feb 2021, 22:04:21 UTC |
| Sent | 5 Mar 2021, 18:00:05 UTC |
| Report deadline | 12 Mar 2021, 18:00:05 UTC |
| Received | 5 Mar 2021, 18:53:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 129 |
| Run time | 52 min 33 sec |
| CPU time | 52 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,673.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1537 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1542.72 ms [2021-03-05 10:39:43 main:581] : INFO : Epoch 1538 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1537.38 ms [2021-03-05 10:39:44 main:581] : INFO : Epoch 1539 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 1538.31 ms [2021-03-05 10:39:46 main:581] : INFO : Epoch 1540 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1529.63 ms [2021-03-05 10:39:47 main:581] : INFO : Epoch 1541 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1534.67 ms [2021-03-05 10:39:49 main:581] : INFO : Epoch 1542 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1535.02 ms [2021-03-05 10:39:50 main:581] : INFO : Epoch 1543 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1528.78 ms [2021-03-05 10:39:52 main:581] : INFO : Epoch 1544 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1531.69 ms [2021-03-05 10:39:54 main:581] : INFO : Epoch 1545 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1540.17 ms [2021-03-05 10:39:55 main:581] : INFO : Epoch 1546 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1537.51 ms [2021-03-05 10:39:57 main:581] : INFO : Epoch 1547 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1533.95 ms [2021-03-05 10:39:58 main:581] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1556.24 ms [2021-03-05 10:40:00 main:581] : INFO : Epoch 1549 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1540.02 ms [2021-03-05 10:40:01 main:581] : INFO : Epoch 1550 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1531.99 ms [2021-03-05 10:40:03 main:581] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1533.75 ms [2021-03-05 10:40:04 main:581] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1531.9 ms [2021-03-05 10:40:06 main:581] : INFO : Epoch 1553 | loss: 0.0312513 | val_loss: 0.031254 | Time: 1542.85 ms [2021-03-05 10:40:07 main:581] : INFO : Epoch 1554 | loss: 0.0312516 | val_loss: 0.031251 | Time: 1543.42 ms [2021-03-05 10:40:09 main:581] : INFO : Epoch 1555 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 1547.18 ms [2021-03-05 10:40:10 main:581] : INFO : Epoch 1556 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1540.16 ms [2021-03-05 10:40:12 main:581] : INFO : Epoch 1557 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1551.2 ms [2021-03-05 10:40:14 main:581] : INFO : Epoch 1558 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1542.29 ms [2021-03-05 10:40:15 main:581] : INFO : Epoch 1559 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 1541.68 ms [2021-03-05 10:40:17 main:581] : INFO : Epoch 1560 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1542.72 ms [2021-03-05 10:40:18 main:581] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1537.43 ms [2021-03-05 10:40:20 main:581] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1534.24 ms [2021-03-05 10:40:21 main:581] : INFO : Epoch 1563 | loss: 0.0312591 | val_loss: 0.0312565 | Time: 1537.37 ms [2021-03-05 10:40:23 main:581] : INFO : Epoch 1564 | loss: 0.0312591 | val_loss: 0.0312518 | Time: 1546.4 ms [2021-03-05 10:40:24 main:581] : INFO : Epoch 1565 | loss: 0.0312537 | val_loss: 0.0312511 | Time: 1540.27 ms [2021-03-05 10:40:26 main:581] : INFO : Epoch 1566 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1543.84 ms [2021-03-05 10:40:27 main:581] : INFO : Epoch 1567 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1541.34 ms [2021-03-05 10:40:29 main:581] : INFO : Epoch 1568 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1537.85 ms [2021-03-05 10:40:30 main:581] : INFO : Epoch 1569 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1529.96 ms [2021-03-05 10:40:32 main:581] : INFO : Epoch 1570 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1541.56 ms [2021-03-05 10:40:34 main:581] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1533.74 ms [2021-03-05 10:40:35 main:581] : INFO : Epoch 1572 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1539.37 ms [2021-03-05 10:40:37 main:581] : INFO : Epoch 1573 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1538.33 ms [2021-03-05 10:40:38 main:581] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1533.73 ms [2021-03-05 10:40:40 main:581] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1544.59 ms [2021-03-05 10:40:41 main:581] : INFO : Epoch 1576 | loss: 0.0312506 | val_loss: 0.0312529 | Time: 1538.93 ms [2021-03-05 10:40:43 main:581] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1544.48 ms [2021-03-05 10:40:44 main:581] : INFO : Epoch 1578 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1525.28 ms [2021-03-05 10:40:46 main:581] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1533.6 ms [2021-03-05 10:40:47 main:581] : INFO : Epoch 1580 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1544.51 ms [2021-03-05 10:40:49 main:581] : INFO : Epoch 1581 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1540.79 ms [2021-03-05 10:40:50 main:581] : INFO : Epoch 1582 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1538.56 ms [2021-03-05 10:40:52 main:581] : INFO : Epoch 1583 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1532.74 ms [2021-03-05 10:40:54 main:581] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1538.85 ms [2021-03-05 10:40:55 main:581] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1528.48 ms [2021-03-05 10:40:57 main:581] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 1544.71 ms [2021-03-05 10:40:58 main:581] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1545.3 ms [2021-03-05 10:41:00 main:581] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1541.18 ms [2021-03-05 10:41:01 main:581] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1545.05 ms [2021-03-05 10:41:03 main:581] : INFO : Epoch 1590 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1535.75 ms [2021-03-05 10:41:04 main:581] : INFO : Epoch 1591 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1540.77 ms [2021-03-05 10:41:06 main:581] : INFO : Epoch 1592 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1545.77 ms [2021-03-05 10:41:07 main:581] : INFO : Epoch 1593 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1532.38 ms [2021-03-05 10:41:09 main:581] : INFO : Epoch 1594 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1536.65 ms [2021-03-05 10:41:11 main:581] : INFO : Epoch 1595 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 1552.77 ms [2021-03-05 10:41:12 main:581] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1546.44 ms [2021-03-05 10:41:14 main:581] : INFO : Epoch 1597 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1542.7 ms [2021-03-05 10:41:15 main:581] : INFO : Epoch 1598 | loss: 0.0312515 | val_loss: 0.0312538 | Time: 1536.67 ms [2021-03-05 10:41:17 main:581] : INFO : Epoch 1599 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1534.32 ms [2021-03-05 10:41:18 main:581] : INFO : Epoch 1600 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1537.96 ms [2021-03-05 10:41:20 main:581] : INFO : Epoch 1601 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1528.18 ms [2021-03-05 10:41:21 main:581] : INFO : Epoch 1602 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1537.93 ms [2021-03-05 10:41:23 main:581] : INFO : Epoch 1603 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1535.59 ms [2021-03-05 10:41:24 main:581] : INFO : Epoch 1604 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1535.91 ms [2021-03-05 10:41:26 main:581] : INFO : Epoch 1605 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1533.28 ms [2021-03-05 10:41:27 main:581] : INFO : Epoch 1606 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 1536.69 ms [2021-03-05 10:41:29 main:581] : INFO : Epoch 1607 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1545.42 ms [2021-03-05 10:41:31 main:581] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1538.06 ms [2021-03-05 10:41:32 main:581] : INFO : Epoch 1609 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1529.27 ms [2021-03-05 10:41:34 main:581] : INFO : Epoch 1610 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1548.24 ms [2021-03-05 10:41:35 main:581] : INFO : Epoch 1611 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1537.83 ms [2021-03-05 10:41:37 main:581] : INFO : Epoch 1612 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 1535.84 ms [2021-03-05 10:41:38 main:581] : INFO : Epoch 1613 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1534.05 ms [2021-03-05 10:41:40 main:581] : INFO : Epoch 1614 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1540.46 ms [2021-03-05 10:41:41 main:581] : INFO : Epoch 1615 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1539.83 ms [2021-03-05 10:41:43 main:581] : INFO : Epoch 1616 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1531.89 ms [2021-03-05 10:41:44 main:581] : INFO : Epoch 1617 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1536.82 ms [2021-03-05 10:41:46 main:581] : INFO : Epoch 1618 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1537.97 ms [2021-03-05 10:41:47 main:581] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1537.35 ms [2021-03-05 10:41:49 main:581] : INFO : Epoch 1620 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1531.96 ms [2021-03-05 10:41:50 main:581] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1545.13 ms [2021-03-05 10:41:52 main:581] : INFO : Epoch 1622 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1536.42 ms [2021-03-05 10:41:54 main:581] : INFO : Epoch 1623 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1542.83 ms [2021-03-05 10:41:55 main:581] : INFO : Epoch 1624 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1544.58 ms [2021-03-05 10:41:57 main:581] : INFO : Epoch 1625 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1534.46 ms [2021-03-05 10:41:58 main:581] : INFO : Epoch 1626 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1551.45 ms [2021-03-05 10:42:00 main:581] : INFO : Epoch 1627 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1531.4 ms [2021-03-05 10:42:01 main:581] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1533.01 ms [2021-03-05 10:42:03 main:581] : INFO : Epoch 1629 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1536.17 ms [2021-03-05 10:42:04 main:581] : INFO : Epoch 1630 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1540.38 ms [2021-03-05 10:42:06 main:581] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1537.29 ms [2021-03-05 10:42:07 main:581] : INFO : Epoch 1632 | loss: 0.031251 | val_loss: 0.0312527 | Time: 1538.15 ms [2021-03-05 10:42:09 main:581] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1537.87 ms [2021-03-05 10:42:11 main:581] : INFO : Epoch 1634 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1538.99 ms [2021-03-05 10:42:12 main:581] : INFO : Epoch 1635 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1535.52 ms [2021-03-05 10:42:14 main:581] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1535.89 ms [2021-03-05 10:42:15 main:581] : INFO : Epoch 1637 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1543.95 ms [2021-03-05 10:42:17 main:581] : INFO : Epoch 1638 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1544.43 ms [2021-03-05 10:42:18 main:581] : INFO : Epoch 1639 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1534.66 ms [2021-03-05 10:42:20 main:581] : INFO : Epoch 1640 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1547.53 ms [2021-03-05 10:42:21 main:581] : INFO : Epoch 1641 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1541.37 ms [2021-03-05 10:42:23 main:581] : INFO : Epoch 1642 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1529.86 ms [2021-03-05 10:42:24 main:581] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1536.26 ms [2021-03-05 10:42:26 main:581] : INFO : Epoch 1644 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1550.57 ms [2021-03-05 10:42:27 main:581] : INFO : Epoch 1645 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1530.23 ms [2021-03-05 10:42:29 main:581] : INFO : Epoch 1646 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1549.75 ms [2021-03-05 10:42:31 main:581] : INFO : Epoch 1647 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1539.64 ms [2021-03-05 10:42:32 main:581] : INFO : Epoch 1648 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1536.37 ms [2021-03-05 10:42:34 main:581] : INFO : Epoch 1649 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1539.71 ms [2021-03-05 10:42:35 main:581] : INFO : Epoch 1650 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1526.51 ms [2021-03-05 10:42:37 main:581] : INFO : Epoch 1651 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1529.5 ms [2021-03-05 10:42:38 main:581] : INFO : Epoch 1652 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1552.04 ms [2021-03-05 10:42:40 main:581] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312527 | Time: 1542.66 ms [2021-03-05 10:42:41 main:581] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1540.31 ms [2021-03-05 10:42:43 main:581] : INFO : Epoch 1655 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1533.77 ms [2021-03-05 10:42:44 main:581] : INFO : Epoch 1656 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1541.61 ms [2021-03-05 10:42:46 main:581] : INFO : Epoch 1657 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1531.73 ms [2021-03-05 10:42:47 main:581] : INFO : Epoch 1658 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1544.69 ms [2021-03-05 10:42:49 main:581] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1528.89 ms [2021-03-05 10:42:51 main:581] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1533.74 ms [2021-03-05 10:42:52 main:581] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1540.02 ms [2021-03-05 10:42:54 main:581] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1549.82 ms [2021-03-05 10:42:55 main:581] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1542.11 ms [2021-03-05 10:42:57 main:581] : INFO : Epoch 1664 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1539.71 ms [2021-03-05 10:42:58 main:581] : INFO : Epoch 1665 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1541.74 ms [2021-03-05 10:43:00 main:581] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1543.21 ms [2021-03-05 10:43:01 main:581] : INFO : Epoch 1667 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1541.28 ms [2021-03-05 10:43:03 main:581] : INFO : Epoch 1668 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1530.52 ms [2021-03-05 10:43:04 main:581] : INFO : Epoch 1669 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1534.59 ms [2021-03-05 10:43:06 main:581] : INFO : Epoch 1670 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1539.67 ms [2021-03-05 10:43:07 main:581] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1537.24 ms [2021-03-05 10:43:09 main:581] : INFO : Epoch 1672 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1538.81 ms [2021-03-05 10:43:11 main:581] : INFO : Epoch 1673 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1549.28 ms [2021-03-05 10:43:12 main:581] : INFO : Epoch 1674 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1532.31 ms [2021-03-05 10:43:14 main:581] : INFO : Epoch 1675 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1530.19 ms [2021-03-05 10:43:15 main:581] : INFO : Epoch 1676 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1537.85 ms [2021-03-05 10:43:17 main:581] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1550.33 ms [2021-03-05 10:43:18 main:581] : INFO : Epoch 1678 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1538.01 ms [2021-03-05 10:43:20 main:581] : INFO : Epoch 1679 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1535.59 ms [2021-03-05 10:43:21 main:581] : INFO : Epoch 1680 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1540.29 ms [2021-03-05 10:43:23 main:581] : INFO : Epoch 1681 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1530.95 ms [2021-03-05 10:43:24 main:581] : INFO : Epoch 1682 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1521.68 ms [2021-03-05 10:43:26 main:581] : INFO : Epoch 1683 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1535.97 ms [2021-03-05 10:43:27 main:581] : INFO : Epoch 1684 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1533.71 ms [2021-03-05 10:43:29 main:581] : INFO : Epoch 1685 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1535.27 ms [2021-03-05 10:43:31 main:581] : INFO : Epoch 1686 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1537.48 ms [2021-03-05 10:43:32 main:581] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1539.37 ms [2021-03-05 10:43:34 main:581] : INFO : Epoch 1688 | loss: 0.0312521 | val_loss: 0.0312537 | Time: 1536.07 ms [2021-03-05 10:43:35 main:581] : INFO : Epoch 1689 | loss: 0.0312529 | val_loss: 0.0312533 | Time: 1535.73 ms [2021-03-05 10:43:37 main:581] : INFO : Epoch 1690 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1542.25 ms [2021-03-05 10:43:38 main:581] : INFO : Epoch 1691 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1539.91 ms [2021-03-05 10:43:40 main:581] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1526.56 ms [2021-03-05 10:43:41 main:581] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1539.43 ms [2021-03-05 10:43:43 main:581] : INFO : Epoch 1694 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1538.46 ms [2021-03-05 10:43:44 main:581] : INFO : Epoch 1695 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 1533.96 ms [2021-03-05 10:43:46 main:581] : INFO : Epoch 1696 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1536.61 ms [2021-03-05 10:43:47 main:581] : INFO : Epoch 1697 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1541.65 ms [2021-03-05 10:43:49 main:581] : INFO : Epoch 1698 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1524.84 ms [2021-03-05 10:43:50 main:581] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1539.07 ms [2021-03-05 10:43:52 main:581] : INFO : Epoch 1700 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1547.05 ms [2021-03-05 10:43:54 main:581] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.03125 | Time: 1541.8 ms [2021-03-05 10:43:55 main:581] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1541.52 ms [2021-03-05 10:43:57 main:581] : INFO : Epoch 1703 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1533.97 ms [2021-03-05 10:43:58 main:581] : INFO : Epoch 1704 | loss: 0.0312533 | val_loss: 0.0312511 | Time: 1543.78 ms [2021-03-05 10:44:00 main:581] : INFO : Epoch 1705 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1539.81 ms [2021-03-05 10:44:01 main:581] : INFO : Epoch 1706 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1525.59 ms [2021-03-05 10:44:03 main:581] : INFO : Epoch 1707 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1529.19 ms [2021-03-05 10:44:04 main:581] : INFO : Epoch 1708 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1546.15 ms [2021-03-05 10:44:06 main:581] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1534.63 ms [2021-03-05 10:44:07 main:581] : INFO : Epoch 1710 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1530.97 ms [2021-03-05 10:44:09 main:581] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 1535.04 ms [2021-03-05 10:44:10 main:581] : INFO : Epoch 1712 | loss: 0.0312512 | val_loss: 0.031253 | Time: 1536.3 ms [2021-03-05 10:44:12 main:581] : INFO : Epoch 1713 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1530.53 ms [2021-03-05 10:44:14 main:581] : INFO : Epoch 1714 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1532.08 ms [2021-03-05 10:44:15 main:581] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1540.45 ms [2021-03-05 10:44:17 main:581] : INFO : Epoch 1716 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1536.72 ms [2021-03-05 10:44:18 main:581] : INFO : Epoch 1717 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1533.94 ms [2021-03-05 10:44:20 main:581] : INFO : Epoch 1718 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1543.08 ms [2021-03-05 10:44:21 main:581] : INFO : Epoch 1719 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1542.07 ms [2021-03-05 10:44:23 main:581] : INFO : Epoch 1720 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1542.65 ms [2021-03-05 10:44:24 main:581] : INFO : Epoch 1721 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1533.87 ms [2021-03-05 10:44:26 main:581] : INFO : Epoch 1722 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1534.74 ms [2021-03-05 10:44:27 main:581] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1539.53 ms [2021-03-05 10:44:29 main:581] : INFO : Epoch 1724 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1536.42 ms [2021-03-05 10:44:30 main:581] : INFO : Epoch 1725 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1534.02 ms [2021-03-05 10:44:32 main:581] : INFO : Epoch 1726 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1539.6 ms [2021-03-05 10:44:34 main:581] : INFO : Epoch 1727 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1545.83 ms [2021-03-05 10:44:35 main:581] : INFO : Epoch 1728 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1536.61 ms [2021-03-05 10:44:37 main:581] : INFO : Epoch 1729 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1535.79 ms [2021-03-05 10:44:38 main:581] : INFO : Epoch 1730 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1534.55 ms [2021-03-05 10:44:40 main:581] : INFO : Epoch 1731 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1530.02 ms [2021-03-05 10:44:41 main:581] : INFO : Epoch 1732 | loss: 0.0312496 | val_loss: 0.0312541 | Time: 1538.7 ms [2021-03-05 10:44:43 main:581] : INFO : Epoch 1733 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 1538.86 ms [2021-03-05 10:44:44 main:581] : INFO : Epoch 1734 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1541.3 ms [2021-03-05 10:44:46 main:581] : INFO : Epoch 1735 | loss: 0.0312493 | val_loss: 0.0312541 | Time: 1548.07 ms [2021-03-05 10:44:47 main:581] : INFO : Epoch 1736 | loss: 0.0312529 | val_loss: 0.0312513 | Time: 1549.81 ms [2021-03-05 10:44:49 main:581] : INFO : Epoch 1737 | loss: 0.0312537 | val_loss: 0.0312522 | Time: 1541.24 ms [2021-03-05 10:44:50 main:581] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1538.24 ms [2021-03-05 10:44:52 main:581] : INFO : Epoch 1739 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1545.64 ms [2021-03-05 10:44:54 main:581] : INFO : Epoch 1740 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1533.3 ms [2021-03-05 10:44:55 main:581] : INFO : Epoch 1741 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1537.27 ms [2021-03-05 10:44:57 main:581] : INFO : Epoch 1742 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1539.98 ms [2021-03-05 10:44:58 main:581] : INFO : Epoch 1743 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1533.49 ms [2021-03-05 10:45:00 main:581] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1542.72 ms [2021-03-05 10:45:01 main:581] : INFO : Epoch 1745 | loss: 0.0312499 | val_loss: 0.031254 | Time: 1539.11 ms [2021-03-05 10:45:03 main:581] : INFO : Epoch 1746 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1535.82 ms [2021-03-05 10:45:04 main:581] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1537.04 ms [2021-03-05 10:45:06 main:581] : INFO : Epoch 1748 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1528.48 ms [2021-03-05 10:45:07 main:581] : INFO : Epoch 1749 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1542.65 ms [2021-03-05 10:45:09 main:581] : INFO : Epoch 1750 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 1532.25 ms [2021-03-05 10:45:10 main:581] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1539.5 ms [2021-03-05 10:45:12 main:581] : INFO : Epoch 1752 | loss: 0.0312495 | val_loss: 0.0312533 | Time: 1526.21 ms [2021-03-05 10:45:14 main:581] : INFO : Epoch 1753 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1531.69 ms [2021-03-05 10:45:15 main:581] : INFO : Epoch 1754 | loss: 0.0312494 | val_loss: 0.0312523 | Time: 1538.35 ms [2021-03-05 10:45:17 main:581] : INFO : Epoch 1755 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1543.28 ms [2021-03-05 10:45:18 main:581] : INFO : Epoch 1756 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1554.59 ms [2021-03-05 10:45:20 main:581] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1534.95 ms [2021-03-05 10:45:21 main:581] : INFO : Epoch 1758 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1536.75 ms [2021-03-05 10:45:23 main:581] : INFO : Epoch 1759 | loss: 0.0312494 | val_loss: 0.031252 | Time: 1547.13 ms [2021-03-05 10:45:24 main:581] : INFO : Epoch 1760 | loss: 0.03125 | val_loss: 0.03125 | Time: 1538.4 ms [2021-03-05 10:45:26 main:581] : INFO : Epoch 1761 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1542.51 ms [2021-03-05 10:45:27 main:581] : INFO : Epoch 1762 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1544.05 ms [2021-03-05 10:45:29 main:581] : INFO : Epoch 1763 | loss: 0.0312494 | val_loss: 0.0312523 | Time: 1537.91 ms [2021-03-05 10:45:30 main:581] : INFO : Epoch 1764 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1540.2 ms [2021-03-05 10:45:32 main:581] : INFO : Epoch 1765 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1537.63 ms [2021-03-05 10:45:34 main:581] : INFO : Epoch 1766 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1544.52 ms [2021-03-05 10:45:35 main:581] : INFO : Epoch 1767 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1532.59 ms [2021-03-05 10:45:37 main:581] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1537.21 ms [2021-03-05 10:45:38 main:581] : INFO : Epoch 1769 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1534.41 ms [2021-03-05 10:45:40 main:581] : INFO : Epoch 1770 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1539.64 ms [2021-03-05 10:45:41 main:581] : INFO : Epoch 1771 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1534.96 ms [2021-03-05 10:45:43 main:581] : INFO : Epoch 1772 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1540.13 ms [2021-03-05 10:45:44 main:581] : INFO : Epoch 1773 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1539.76 ms [2021-03-05 10:45:46 main:581] : INFO : Epoch 1774 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1530.75 ms [2021-03-05 10:45:47 main:581] : INFO : Epoch 1775 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1539.79 ms [2021-03-05 10:45:49 main:581] : INFO : Epoch 1776 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1536.31 ms [2021-03-05 10:45:50 main:581] : INFO : Epoch 1777 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1524.26 ms [2021-03-05 10:45:52 main:581] : INFO : Epoch 1778 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 1541.88 ms [2021-03-05 10:45:54 main:581] : INFO : Epoch 1779 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1551.31 ms [2021-03-05 10:45:55 main:581] : INFO : Epoch 1780 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1531.23 ms [2021-03-05 10:45:57 main:581] : INFO : Epoch 1781 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1533.09 ms [2021-03-05 10:45:58 main:581] : INFO : Epoch 1782 | loss: 0.0312498 | val_loss: 0.0312533 | Time: 1538.44 ms [2021-03-05 10:46:00 main:581] : INFO : Epoch 1783 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1534.5 ms [2021-03-05 10:46:01 main:581] : INFO : Epoch 1784 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 1539.64 ms [2021-03-05 10:46:03 main:581] : INFO : Epoch 1785 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1546.62 ms [2021-03-05 10:46:04 main:581] : INFO : Epoch 1786 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1533.94 ms [2021-03-05 10:46:06 main:581] : INFO : Epoch 1787 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1528.93 ms [2021-03-05 10:46:07 main:581] : INFO : Epoch 1788 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1543.32 ms [2021-03-05 10:46:09 main:581] : INFO : Epoch 1789 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1540.67 ms [2021-03-05 10:46:10 main:581] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1535.49 ms [2021-03-05 10:46:12 main:581] : INFO : Epoch 1791 | loss: 0.0312501 | val_loss: 0.0312532 | Time: 1541.85 ms [2021-03-05 10:46:14 main:581] : INFO : Epoch 1792 | loss: 0.0312557 | val_loss: 0.03129 | Time: 1537.63 ms [2021-03-05 10:46:15 main:581] : INFO : Epoch 1793 | loss: 0.0374816 | val_loss: 0.0373131 | Time: 1532.17 ms [2021-03-05 10:46:17 main:581] : INFO : Epoch 1794 | loss: 0.0446248 | val_loss: 0.0315919 | Time: 1543.68 ms [2021-03-05 10:46:18 main:581] : INFO : Epoch 1795 | loss: 0.0331291 | val_loss: 0.0318259 | Time: 1537 ms [2021-03-05 10:46:20 main:581] : INFO : Epoch 1796 | loss: 0.0315055 | val_loss: 0.0313684 | Time: 1535.64 ms [2021-03-05 10:46:21 main:581] : INFO : Epoch 1797 | loss: 0.0312899 | val_loss: 0.0312779 | Time: 1537.49 ms [2021-03-05 10:46:23 main:581] : INFO : Epoch 1798 | loss: 0.0312631 | val_loss: 0.0312561 | Time: 1537.07 ms [2021-03-05 10:46:24 main:581] : INFO : Epoch 1799 | loss: 0.0312554 | val_loss: 0.0312529 | Time: 1540.56 ms [2021-03-05 10:46:26 main:581] : INFO : Epoch 1800 | loss: 0.0312528 | val_loss: 0.0312521 | Time: 1542.86 ms [2021-03-05 10:46:27 main:581] : INFO : Epoch 1801 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1532.91 ms [2021-03-05 10:46:29 main:581] : INFO : Epoch 1802 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1536.13 ms [2021-03-05 10:46:30 main:581] : INFO : Epoch 1803 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1522.78 ms [2021-03-05 10:46:32 main:581] : INFO : Epoch 1804 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1530.53 ms [2021-03-05 10:46:34 main:581] : INFO : Epoch 1805 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1540.08 ms [2021-03-05 10:46:35 main:581] : INFO : Epoch 1806 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1533.64 ms [2021-03-05 10:46:37 main:581] : INFO : Epoch 1807 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1542.05 ms [2021-03-05 10:46:38 main:581] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1535.88 ms [2021-03-05 10:46:40 main:581] : INFO : Epoch 1809 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1543.28 ms [2021-03-05 10:46:41 main:581] : INFO : Epoch 1810 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1540.32 ms [2021-03-05 10:46:43 main:581] : INFO : Epoch 1811 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1539.78 ms [2021-03-05 10:46:44 main:581] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1526.48 ms [2021-03-05 10:46:46 main:581] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1535.15 ms [2021-03-05 10:46:47 main:581] : INFO : Epoch 1814 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1538.72 ms [2021-03-05 10:46:49 main:581] : INFO : Epoch 1815 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1536.27 ms [2021-03-05 10:46:50 main:581] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1527.38 ms [2021-03-05 10:46:52 main:581] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1537.55 ms [2021-03-05 10:46:53 main:581] : INFO : Epoch 1818 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1533.86 ms [2021-03-05 10:46:55 main:581] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1534.38 ms [2021-03-05 10:46:57 main:581] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1533.81 ms [2021-03-05 10:46:58 main:581] : INFO : Epoch 1821 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1538.99 ms [2021-03-05 10:47:00 main:581] : INFO : Epoch 1822 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1538.41 ms [2021-03-05 10:47:01 main:581] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1534.34 ms [2021-03-05 10:47:03 main:581] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1533.36 ms [2021-03-05 10:47:04 main:581] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1550.97 ms [2021-03-05 10:47:06 main:581] : INFO : Epoch 1826 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1532.04 ms [2021-03-05 10:47:07 main:581] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1536.77 ms [2021-03-05 10:47:09 main:581] : INFO : Epoch 1828 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1535.8 ms [2021-03-05 10:47:10 main:581] : INFO : Epoch 1829 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1542.88 ms [2021-03-05 10:47:12 main:581] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1539.6 ms [2021-03-05 10:47:13 main:581] : INFO : Epoch 1831 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1535.76 ms [2021-03-05 10:47:15 main:581] : INFO : Epoch 1832 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1540.68 ms [2021-03-05 10:47:17 main:581] : INFO : Epoch 1833 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1535.86 ms [2021-03-05 10:47:18 main:581] : INFO : Epoch 1834 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1540.88 ms [2021-03-05 10:47:20 main:581] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1542.31 ms [2021-03-05 10:47:21 main:581] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1534.01 ms [2021-03-05 10:47:23 main:581] : INFO : Epoch 1837 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1534.14 ms [2021-03-05 10:47:24 main:581] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1543.02 ms [2021-03-05 10:47:26 main:581] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1534.6 ms [2021-03-05 10:47:27 main:581] : INFO : Epoch 1840 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1537.17 ms [2021-03-05 10:47:29 main:581] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1531.99 ms [2021-03-05 10:47:30 main:581] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1535.71 ms [2021-03-05 10:47:32 main:581] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1532.84 ms [2021-03-05 10:47:33 main:581] : INFO : Epoch 1844 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1527.71 ms [2021-03-05 10:47:35 main:581] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1535.7 ms [2021-03-05 10:47:37 main:581] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1534.71 ms [2021-03-05 10:47:38 main:581] : INFO : Epoch 1847 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1539.2 ms [2021-03-05 10:47:40 main:581] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1531.42 ms [2021-03-05 10:47:41 main:581] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1537.35 ms [2021-03-05 10:47:43 main:581] : INFO : Epoch 1850 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1534.25 ms [2021-03-05 10:47:44 main:581] : INFO : Epoch 1851 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1541.38 ms [2021-03-05 10:47:46 main:581] : INFO : Epoch 1852 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1542.24 ms [2021-03-05 10:47:47 main:581] : INFO : Epoch 1853 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1541.62 ms [2021-03-05 10:47:49 main:581] : INFO : Epoch 1854 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1538.11 ms [2021-03-05 10:47:50 main:581] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1539.79 ms [2021-03-05 10:47:52 main:581] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1542.15 ms [2021-03-05 10:47:53 main:581] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1535.49 ms [2021-03-05 10:47:55 main:581] : INFO : Epoch 1858 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1535.67 ms [2021-03-05 10:47:57 main:581] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1536.67 ms [2021-03-05 10:47:58 main:581] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1534.04 ms [2021-03-05 10:48:00 main:581] : INFO : Epoch 1861 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1540.66 ms [2021-03-05 10:48:01 main:581] : INFO : Epoch 1862 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1540.14 ms [2021-03-05 10:48:03 main:581] : INFO : Epoch 1863 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1534.85 ms [2021-03-05 10:48:04 main:581] : INFO : Epoch 1864 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1541.95 ms [2021-03-05 10:48:06 main:581] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1541.87 ms [2021-03-05 10:48:07 main:581] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1535.25 ms [2021-03-05 10:48:09 main:581] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1538.36 ms [2021-03-05 10:48:10 main:581] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1542.26 ms [2021-03-05 10:48:12 main:581] : INFO : Epoch 1869 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1539.38 ms [2021-03-05 10:48:13 main:581] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.03125 | Time: 1545 ms [2021-03-05 10:48:15 main:581] : INFO : Epoch 1871 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1538.67 ms [2021-03-05 10:48:17 main:581] : INFO : Epoch 1872 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1540.23 ms [2021-03-05 10:48:18 main:581] : INFO : Epoch 1873 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1539.9 ms [2021-03-05 10:48:20 main:581] : INFO : Epoch 1874 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1544.46 ms [2021-03-05 10:48:21 main:581] : INFO : Epoch 1875 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1541.83 ms [2021-03-05 10:48:23 main:581] : INFO : Epoch 1876 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1539.42 ms [2021-03-05 10:48:24 main:581] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1538.74 ms [2021-03-05 10:48:26 main:581] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1529.02 ms [2021-03-05 10:48:27 main:581] : INFO : Epoch 1879 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1545.66 ms [2021-03-05 10:48:29 main:581] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1533.78 ms [2021-03-05 10:48:30 main:581] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1535.33 ms [2021-03-05 10:48:32 main:581] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1538.42 ms [2021-03-05 10:48:33 main:581] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1536.8 ms [2021-03-05 10:48:35 main:581] : INFO : Epoch 1884 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1541.69 ms [2021-03-05 10:48:37 main:581] : INFO : Epoch 1885 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1531.2 ms [2021-03-05 10:48:38 main:581] : INFO : Epoch 1886 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1539.95 ms [2021-03-05 10:48:40 main:581] : INFO : Epoch 1887 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1534.68 ms [2021-03-05 10:48:41 main:581] : INFO : Epoch 1888 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1533.61 ms [2021-03-05 10:48:43 main:581] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1540.24 ms [2021-03-05 10:48:44 main:581] : INFO : Epoch 1890 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1537.43 ms [2021-03-05 10:48:46 main:581] : INFO : Epoch 1891 | loss: 0.03125 | val_loss: 0.03125 | Time: 1529.2 ms [2021-03-05 10:48:47 main:581] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1533.97 ms [2021-03-05 10:48:49 main:581] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1549.68 ms [2021-03-05 10:48:50 main:581] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1532.6 ms [2021-03-05 10:48:52 main:581] : INFO : Epoch 1895 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1530.16 ms [2021-03-05 10:48:53 main:581] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1541 ms [2021-03-05 10:48:55 main:581] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1541.1 ms [2021-03-05 10:48:56 main:581] : INFO : Epoch 1898 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1537.29 ms [2021-03-05 10:48:58 main:581] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1537.88 ms [2021-03-05 10:49:00 main:581] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1539.5 ms [2021-03-05 10:49:01 main:581] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1543.75 ms [2021-03-05 10:49:03 main:581] : INFO : Epoch 1902 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1541.45 ms [2021-03-05 10:49:04 main:581] : INFO : Epoch 1903 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1539.98 ms [2021-03-05 10:49:06 main:581] : INFO : Epoch 1904 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1534.66 ms [2021-03-05 10:49:07 main:581] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1541.13 ms [2021-03-05 10:49:09 main:581] : INFO : Epoch 1906 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1532.91 ms [2021-03-05 10:49:10 main:581] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1523.89 ms [2021-03-05 10:49:12 main:581] : INFO : Epoch 1908 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1527 ms [2021-03-05 10:49:13 main:581] : INFO : Epoch 1909 | loss: 0.03125 | val_loss: 0.03125 | Time: 1539.1 ms [2021-03-05 10:49:15 main:581] : INFO : Epoch 1910 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1532.43 ms [2021-03-05 10:49:16 main:581] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1540.62 ms [2021-03-05 10:49:18 main:581] : INFO : Epoch 1912 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1546.7 ms [2021-03-05 10:49:20 main:581] : INFO : Epoch 1913 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1543.1 ms [2021-03-05 10:49:21 main:581] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1531.96 ms [2021-03-05 10:49:23 main:581] : INFO : Epoch 1915 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1538.8 ms [2021-03-05 10:49:24 main:581] : INFO : Epoch 1916 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1539.41 ms [2021-03-05 10:49:26 main:581] : INFO : Epoch 1917 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1543.48 ms [2021-03-05 10:49:27 main:581] : INFO : Epoch 1918 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1536.55 ms [2021-03-05 10:49:29 main:581] : INFO : Epoch 1919 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1543.17 ms [2021-03-05 10:49:30 main:581] : INFO : Epoch 1920 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1543.73 ms [2021-03-05 10:49:32 main:581] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1539.37 ms [2021-03-05 10:49:33 main:581] : INFO : Epoch 1922 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1543.44 ms [2021-03-05 10:49:35 main:581] : INFO : Epoch 1923 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1534.05 ms [2021-03-05 10:49:36 main:581] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1536.82 ms [2021-03-05 10:49:38 main:581] : INFO : Epoch 1925 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1549.53 ms [2021-03-05 10:49:40 main:581] : INFO : Epoch 1926 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1540.22 ms [2021-03-05 10:49:41 main:581] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1543.44 ms [2021-03-05 10:49:43 main:581] : INFO : Epoch 1928 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1536.62 ms [2021-03-05 10:49:44 main:581] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1534.13 ms [2021-03-05 10:49:46 main:581] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1546.97 ms [2021-03-05 10:49:47 main:581] : INFO : Epoch 1931 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1536.69 ms [2021-03-05 10:49:49 main:581] : INFO : Epoch 1932 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1530.23 ms [2021-03-05 10:49:50 main:581] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1526.59 ms [2021-03-05 10:49:52 main:581] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1531.3 ms [2021-03-05 10:49:53 main:581] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1541.02 ms [2021-03-05 10:49:55 main:581] : INFO : Epoch 1936 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1536.39 ms [2021-03-05 10:49:57 main:581] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1547.83 ms [2021-03-05 10:49:58 main:581] : INFO : Epoch 1938 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1540.76 ms [2021-03-05 10:50:00 main:581] : INFO : Epoch 1939 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1539.82 ms [2021-03-05 10:50:01 main:581] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1535.63 ms [2021-03-05 10:50:03 main:581] : INFO : Epoch 1941 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1527.42 ms [2021-03-05 10:50:04 main:581] : INFO : Epoch 1942 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1536.58 ms [2021-03-05 10:50:06 main:581] : INFO : Epoch 1943 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1542.67 ms [2021-03-05 10:50:07 main:581] : INFO : Epoch 1944 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1536.92 ms [2021-03-05 10:50:09 main:581] : INFO : Epoch 1945 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1544.22 ms [2021-03-05 10:50:10 main:581] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1539.77 ms [2021-03-05 10:50:12 main:581] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1532.64 ms [2021-03-05 10:50:13 main:581] : INFO : Epoch 1948 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1546.65 ms [2021-03-05 10:50:15 main:581] : INFO : Epoch 1949 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1536.38 ms [2021-03-05 10:50:16 main:581] : INFO : Epoch 1950 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1534.33 ms [2021-03-05 10:50:18 main:581] : INFO : Epoch 1951 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1532.08 ms [2021-03-05 10:50:20 main:581] : INFO : Epoch 1952 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1531.3 ms [2021-03-05 10:50:21 main:581] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1535.2 ms [2021-03-05 10:50:23 main:581] : INFO : Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1534.24 ms [2021-03-05 10:50:24 main:581] : INFO : Epoch 1955 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1540.68 ms [2021-03-05 10:50:26 main:581] : INFO : Epoch 1956 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1534.31 ms [2021-03-05 10:50:27 main:581] : INFO : Epoch 1957 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1545.37 ms [2021-03-05 10:50:29 main:581] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1541.45 ms [2021-03-05 10:50:30 main:581] : INFO : Epoch 1959 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1534.62 ms [2021-03-05 10:50:32 main:581] : INFO : Epoch 1960 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1530.73 ms [2021-03-05 10:50:33 main:581] : INFO : Epoch 1961 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1533.32 ms [2021-03-05 10:50:35 main:581] : INFO : Epoch 1962 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1540.71 ms [2021-03-05 10:50:36 main:581] : INFO : Epoch 1963 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1539.08 ms [2021-03-05 10:50:38 main:581] : INFO : Epoch 1964 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1538.54 ms [2021-03-05 10:50:40 main:581] : INFO : Epoch 1965 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1536.37 ms [2021-03-05 10:50:41 main:581] : INFO : Epoch 1966 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1536.37 ms [2021-03-05 10:50:43 main:581] : INFO : Epoch 1967 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1540.08 ms [2021-03-05 10:50:44 main:581] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1544.38 ms [2021-03-05 10:50:46 main:581] : INFO : Epoch 1969 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1537.83 ms [2021-03-05 10:50:47 main:581] : INFO : Epoch 1970 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1545.49 ms [2021-03-05 10:50:49 main:581] : INFO : Epoch 1971 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1543.85 ms [2021-03-05 10:50:50 main:581] : INFO : Epoch 1972 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1546.62 ms [2021-03-05 10:50:52 main:581] : INFO : Epoch 1973 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1532.42 ms [2021-03-05 10:50:53 main:581] : INFO : Epoch 1974 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1536.67 ms [2021-03-05 10:50:55 main:581] : INFO : Epoch 1975 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1537.88 ms [2021-03-05 10:50:56 main:581] : INFO : Epoch 1976 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1536.34 ms [2021-03-05 10:50:58 main:581] : INFO : Epoch 1977 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 1533.22 ms [2021-03-05 10:51:00 main:581] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1538.55 ms [2021-03-05 10:51:01 main:581] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1534.89 ms [2021-03-05 10:51:03 main:581] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1530.18 ms [2021-03-05 10:51:04 main:581] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1537.81 ms [2021-03-05 10:51:06 main:581] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1529.11 ms [2021-03-05 10:51:07 main:581] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1528.56 ms [2021-03-05 10:51:09 main:581] : INFO : Epoch 1984 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1541.91 ms [2021-03-05 10:51:10 main:581] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1536.39 ms [2021-03-05 10:51:12 main:581] : INFO : Epoch 1986 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1538.83 ms [2021-03-05 10:51:13 main:581] : INFO : Epoch 1987 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1544.2 ms [2021-03-05 10:51:15 main:581] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1544.51 ms [2021-03-05 10:51:16 main:581] : INFO : Epoch 1989 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1533.33 ms [2021-03-05 10:51:18 main:581] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1533.73 ms [2021-03-05 10:51:20 main:581] : INFO : Epoch 1991 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1542.25 ms [2021-03-05 10:51:21 main:581] : INFO : Epoch 1992 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1548.76 ms [2021-03-05 10:51:23 main:581] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1522.69 ms [2021-03-05 10:51:24 main:581] : INFO : Epoch 1994 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1545.51 ms [2021-03-05 10:51:26 main:581] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1535.34 ms [2021-03-05 10:51:27 main:581] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1534.22 ms [2021-03-05 10:51:29 main:581] : INFO : Epoch 1997 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1541.91 ms [2021-03-05 10:51:30 main:581] : INFO : Epoch 1998 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1540.09 ms [2021-03-05 10:51:32 main:581] : INFO : Epoch 1999 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1535.41 ms [2021-03-05 10:51:33 main:581] : INFO : Epoch 2000 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1542.84 ms [2021-03-05 10:51:35 main:581] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1538.55 ms [2021-03-05 10:51:36 main:581] : INFO : Epoch 2002 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1532.68 ms [2021-03-05 10:51:38 main:581] : INFO : Epoch 2003 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1532.54 ms [2021-03-05 10:51:40 main:581] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1533.37 ms [2021-03-05 10:51:41 main:581] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1530.22 ms [2021-03-05 10:51:43 main:581] : INFO : Epoch 2006 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 1533.92 ms [2021-03-05 10:51:44 main:581] : INFO : Epoch 2007 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1537.24 ms [2021-03-05 10:51:46 main:581] : INFO : Epoch 2008 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1524.53 ms [2021-03-05 10:51:47 main:581] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1530.07 ms [2021-03-05 10:51:49 main:581] : INFO : Epoch 2010 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1532.05 ms [2021-03-05 10:51:50 main:581] : INFO : Epoch 2011 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1533.63 ms [2021-03-05 10:51:52 main:581] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1529.47 ms [2021-03-05 10:51:53 main:581] : INFO : Epoch 2013 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1536.27 ms [2021-03-05 10:51:55 main:581] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1537.17 ms [2021-03-05 10:51:56 main:581] : INFO : Epoch 2015 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1539.48 ms [2021-03-05 10:51:58 main:581] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1535.47 ms [2021-03-05 10:51:59 main:581] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1545.55 ms [2021-03-05 10:52:01 main:581] : INFO : Epoch 2018 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1541.22 ms [2021-03-05 10:52:03 main:581] : INFO : Epoch 2019 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1539.69 ms [2021-03-05 10:52:04 main:581] : INFO : Epoch 2020 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1537.73 ms [2021-03-05 10:52:06 main:581] : INFO : Epoch 2021 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1540.22 ms [2021-03-05 10:52:07 main:581] : INFO : Epoch 2022 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1533.74 ms [2021-03-05 10:52:09 main:581] : INFO : Epoch 2023 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1537.76 ms [2021-03-05 10:52:10 main:581] : INFO : Epoch 2024 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1547.73 ms [2021-03-05 10:52:12 main:581] : INFO : Epoch 2025 | loss: 0.031251 | val_loss: 0.0312495 | Time: 1546.14 ms [2021-03-05 10:52:13 main:581] : INFO : Epoch 2026 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1529.6 ms [2021-03-05 10:52:15 main:581] : INFO : Epoch 2027 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1532.52 ms [2021-03-05 10:52:16 main:581] : INFO : Epoch 2028 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1542.9 ms [2021-03-05 10:52:18 main:581] : INFO : Epoch 2029 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1540.06 ms [2021-03-05 10:52:19 main:581] : INFO : Epoch 2030 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1539.74 ms [2021-03-05 10:52:21 main:581] : INFO : Epoch 2031 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1541.23 ms [2021-03-05 10:52:23 main:581] : INFO : Epoch 2032 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1535.16 ms [2021-03-05 10:52:24 main:581] : INFO : Epoch 2033 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1538.19 ms [2021-03-05 10:52:26 main:581] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1538.54 ms [2021-03-05 10:52:27 main:581] : INFO : Epoch 2035 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1534.17 ms [2021-03-05 10:52:29 main:581] : INFO : Epoch 2036 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1533.68 ms [2021-03-05 10:52:30 main:581] : INFO : Epoch 2037 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1534.06 ms [2021-03-05 10:52:32 main:581] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 1539.03 ms [2021-03-05 10:52:33 main:581] : INFO : Epoch 2039 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1533.88 ms [2021-03-05 10:52:35 main:581] : INFO : Epoch 2040 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1521.38 ms [2021-03-05 10:52:36 main:581] : INFO : Epoch 2041 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1540.1 ms [2021-03-05 10:52:38 main:581] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1522.03 ms [2021-03-05 10:52:39 main:581] : INFO : Epoch 2043 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1538.16 ms [2021-03-05 10:52:41 main:581] : INFO : Epoch 2044 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1543.33 ms [2021-03-05 10:52:43 main:581] : INFO : Epoch 2045 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1535.56 ms [2021-03-05 10:52:44 main:581] : INFO : Epoch 2046 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1536.52 ms [2021-03-05 10:52:46 main:581] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1540.23 ms [2021-03-05 10:52:47 main:581] : INFO : Epoch 2048 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1540.62 ms [2021-03-05 10:52:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312495 [2021-03-05 10:52:47 main:610] : INFO : Saving end state to config to file [2021-03-05 10:52:47 main:615] : INFO : Success, exiting.. 10:52:47 (2837): 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)