Task 3753013
| Name | ParityModified-1611091040-22441-1_0 |
| Workunit | 1929257 |
| Created | 21 Jan 2021, 23:36:32 UTC |
| Sent | 22 Jan 2021, 14:18:51 UTC |
| Report deadline | 29 Jan 2021, 14:18:51 UTC |
| Received | 22 Jan 2021, 18:23:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 54 min 25 sec |
| CPU time | 53 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 1549.03 ms [2021-01-22 10:09:41 main:574] : INFO : Epoch 1543 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 1571.74 ms [2021-01-22 10:09:43 main:574] : INFO : Epoch 1544 | loss: 0.0312416 | val_loss: 0.031241 | Time: 1561.77 ms [2021-01-22 10:09:44 main:574] : INFO : Epoch 1545 | loss: 0.0312436 | val_loss: 0.031242 | Time: 1587.38 ms [2021-01-22 10:09:46 main:574] : INFO : Epoch 1546 | loss: 0.031242 | val_loss: 0.0312398 | Time: 1574.21 ms [2021-01-22 10:09:47 main:574] : INFO : Epoch 1547 | loss: 0.0312412 | val_loss: 0.0312392 | Time: 1572.91 ms [2021-01-22 10:09:49 main:574] : INFO : Epoch 1548 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 1618.01 ms [2021-01-22 10:09:51 main:574] : INFO : Epoch 1549 | loss: 0.0312424 | val_loss: 0.0312423 | Time: 1678.42 ms [2021-01-22 10:09:52 main:574] : INFO : Epoch 1550 | loss: 0.0312417 | val_loss: 0.0312393 | Time: 1748.29 ms [2021-01-22 10:09:54 main:574] : INFO : Epoch 1551 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 1671.67 ms [2021-01-22 10:09:56 main:574] : INFO : Epoch 1552 | loss: 0.0312427 | val_loss: 0.031241 | Time: 1572.63 ms [2021-01-22 10:09:57 main:574] : INFO : Epoch 1553 | loss: 0.0312415 | val_loss: 0.0312406 | Time: 1600.55 ms [2021-01-22 10:09:59 main:574] : INFO : Epoch 1554 | loss: 0.0312416 | val_loss: 0.031241 | Time: 1581.77 ms [2021-01-22 10:10:01 main:574] : INFO : Epoch 1555 | loss: 0.0312415 | val_loss: 0.0312399 | Time: 1629.01 ms [2021-01-22 10:10:02 main:574] : INFO : Epoch 1556 | loss: 0.0312419 | val_loss: 0.0312394 | Time: 1619 ms [2021-01-22 10:10:04 main:574] : INFO : Epoch 1557 | loss: 0.0312409 | val_loss: 0.0312392 | Time: 1607.06 ms [2021-01-22 10:10:06 main:574] : INFO : Epoch 1558 | loss: 0.0312408 | val_loss: 0.0312392 | Time: 1757.85 ms [2021-01-22 10:10:07 main:574] : INFO : Epoch 1559 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 1613.88 ms [2021-01-22 10:10:09 main:574] : INFO : Epoch 1560 | loss: 0.0312408 | val_loss: 0.0312392 | Time: 1587.01 ms [2021-01-22 10:10:10 main:574] : INFO : Epoch 1561 | loss: 0.0312405 | val_loss: 0.0312395 | Time: 1650.47 ms [2021-01-22 10:10:12 main:574] : INFO : Epoch 1562 | loss: 0.0312409 | val_loss: 0.0312392 | Time: 1613.85 ms [2021-01-22 10:10:14 main:574] : INFO : Epoch 1563 | loss: 0.0312421 | val_loss: 0.03124 | Time: 1611.61 ms [2021-01-22 10:10:15 main:574] : INFO : Epoch 1564 | loss: 0.0312414 | val_loss: 0.0312396 | Time: 1705.42 ms [2021-01-22 10:10:17 main:574] : INFO : Epoch 1565 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 1615.77 ms [2021-01-22 10:10:19 main:574] : INFO : Epoch 1566 | loss: 0.0312416 | val_loss: 0.031239 | Time: 1605.77 ms [2021-01-22 10:10:20 main:574] : INFO : Epoch 1567 | loss: 0.0312406 | val_loss: 0.0312392 | Time: 1626.95 ms [2021-01-22 10:10:22 main:574] : INFO : Epoch 1568 | loss: 0.0312408 | val_loss: 0.031241 | Time: 1578.85 ms [2021-01-22 10:10:23 main:574] : INFO : Epoch 1569 | loss: 0.0312427 | val_loss: 0.0312406 | Time: 1587.58 ms [2021-01-22 10:10:25 main:574] : INFO : Epoch 1570 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 1578.16 ms [2021-01-22 10:10:27 main:574] : INFO : Epoch 1571 | loss: 0.0312405 | val_loss: 0.0312395 | Time: 1580.37 ms [2021-01-22 10:10:28 main:574] : INFO : Epoch 1572 | loss: 0.031241 | val_loss: 0.0312421 | Time: 1584.94 ms [2021-01-22 10:10:30 main:574] : INFO : Epoch 1573 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 1596.6 ms [2021-01-22 10:10:31 main:574] : INFO : Epoch 1574 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 1576.55 ms [2021-01-22 10:10:33 main:574] : INFO : Epoch 1575 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 1579.49 ms [2021-01-22 10:10:35 main:574] : INFO : Epoch 1576 | loss: 0.0312428 | val_loss: 0.0312404 | Time: 1648.26 ms [2021-01-22 10:10:36 main:574] : INFO : Epoch 1577 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 1573.15 ms [2021-01-22 10:10:38 main:574] : INFO : Epoch 1578 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 1579.67 ms [2021-01-22 10:10:39 main:574] : INFO : Epoch 1579 | loss: 0.0312415 | val_loss: 0.031239 | Time: 1584.97 ms [2021-01-22 10:10:41 main:574] : INFO : Epoch 1580 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1587.51 ms [2021-01-22 10:10:43 main:574] : INFO : Epoch 1581 | loss: 0.031242 | val_loss: 0.0312397 | Time: 1578.16 ms [2021-01-22 10:10:44 main:574] : INFO : Epoch 1582 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 1597.91 ms [2021-01-22 10:10:46 main:574] : INFO : Epoch 1583 | loss: 0.0312434 | val_loss: 0.0312402 | Time: 1712.64 ms [2021-01-22 10:10:48 main:574] : INFO : Epoch 1584 | loss: 0.0312405 | val_loss: 0.0312395 | Time: 1560.06 ms [2021-01-22 10:10:49 main:574] : INFO : Epoch 1585 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 1564.71 ms [2021-01-22 10:10:51 main:574] : INFO : Epoch 1586 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 1572.23 ms [2021-01-22 10:10:52 main:574] : INFO : Epoch 1587 | loss: 0.0312414 | val_loss: 0.0312403 | Time: 1615.56 ms [2021-01-22 10:10:54 main:574] : INFO : Epoch 1588 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 1592.42 ms [2021-01-22 10:10:56 main:574] : INFO : Epoch 1589 | loss: 0.0312417 | val_loss: 0.0312392 | Time: 1604.62 ms [2021-01-22 10:10:57 main:574] : INFO : Epoch 1590 | loss: 0.0312406 | val_loss: 0.0312391 | Time: 1632.53 ms [2021-01-22 10:10:59 main:574] : INFO : Epoch 1591 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 1632.85 ms [2021-01-22 10:11:01 main:574] : INFO : Epoch 1592 | loss: 0.0312423 | val_loss: 0.0312397 | Time: 1634.91 ms [2021-01-22 10:11:02 main:574] : INFO : Epoch 1593 | loss: 0.0312429 | val_loss: 0.0312408 | Time: 1633.53 ms [2021-01-22 10:11:04 main:574] : INFO : Epoch 1594 | loss: 0.0312421 | val_loss: 0.0312391 | Time: 1608.31 ms [2021-01-22 10:11:05 main:574] : INFO : Epoch 1595 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 1592.51 ms [2021-01-22 10:11:07 main:574] : INFO : Epoch 1596 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 1588.97 ms [2021-01-22 10:11:09 main:574] : INFO : Epoch 1597 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 1601.52 ms [2021-01-22 10:11:10 main:574] : INFO : Epoch 1598 | loss: 0.0312416 | val_loss: 0.031244 | Time: 1560.89 ms [2021-01-22 10:11:12 main:574] : INFO : Epoch 1599 | loss: 0.0312429 | val_loss: 0.0312411 | Time: 1578.11 ms [2021-01-22 10:11:13 main:574] : INFO : Epoch 1600 | loss: 0.0312411 | val_loss: 0.0312406 | Time: 1576.32 ms [2021-01-22 10:11:15 main:574] : INFO : Epoch 1601 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 1596.33 ms [2021-01-22 10:11:17 main:574] : INFO : Epoch 1602 | loss: 0.0312431 | val_loss: 0.0312395 | Time: 1591.15 ms [2021-01-22 10:11:18 main:574] : INFO : Epoch 1603 | loss: 0.0312422 | val_loss: 0.0312396 | Time: 1581.14 ms [2021-01-22 10:11:20 main:574] : INFO : Epoch 1604 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 1649.37 ms [2021-01-22 10:11:21 main:574] : INFO : Epoch 1605 | loss: 0.031242 | val_loss: 0.0312392 | Time: 1600.77 ms [2021-01-22 10:11:23 main:574] : INFO : Epoch 1606 | loss: 0.0312406 | val_loss: 0.0312424 | Time: 1629.64 ms [2021-01-22 10:11:25 main:574] : INFO : Epoch 1607 | loss: 0.031242 | val_loss: 0.0312412 | Time: 1657.63 ms [2021-01-22 10:11:26 main:574] : INFO : Epoch 1608 | loss: 0.0312411 | val_loss: 0.0312391 | Time: 1626.69 ms [2021-01-22 10:11:28 main:574] : INFO : Epoch 1609 | loss: 0.0312413 | val_loss: 0.0312392 | Time: 1758.75 ms [2021-01-22 10:11:30 main:574] : INFO : Epoch 1610 | loss: 0.0312413 | val_loss: 0.0312398 | Time: 1628.97 ms [2021-01-22 10:11:31 main:574] : INFO : Epoch 1611 | loss: 0.0312417 | val_loss: 0.0312399 | Time: 1639.01 ms [2021-01-22 10:11:33 main:574] : INFO : Epoch 1612 | loss: 0.031241 | val_loss: 0.0312401 | Time: 1614.76 ms [2021-01-22 10:11:35 main:574] : INFO : Epoch 1613 | loss: 0.031241 | val_loss: 0.0312389 | Time: 1731.85 ms [2021-01-22 10:11:37 main:574] : INFO : Epoch 1614 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 1766.63 ms [2021-01-22 10:11:38 main:574] : INFO : Epoch 1615 | loss: 0.0312428 | val_loss: 0.0312402 | Time: 1715.36 ms [2021-01-22 10:11:40 main:574] : INFO : Epoch 1616 | loss: 0.0312425 | val_loss: 0.0312404 | Time: 1605.47 ms [2021-01-22 10:11:42 main:574] : INFO : Epoch 1617 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 1576.44 ms [2021-01-22 10:11:43 main:574] : INFO : Epoch 1618 | loss: 0.0312417 | val_loss: 0.0312409 | Time: 1564.84 ms [2021-01-22 10:11:45 main:574] : INFO : Epoch 1619 | loss: 0.0312428 | val_loss: 0.0312409 | Time: 1595.79 ms [2021-01-22 10:11:46 main:574] : INFO : Epoch 1620 | loss: 0.0312417 | val_loss: 0.031241 | Time: 1564.39 ms [2021-01-22 10:11:48 main:574] : INFO : Epoch 1621 | loss: 0.031241 | val_loss: 0.0312399 | Time: 1579.45 ms [2021-01-22 10:11:50 main:574] : INFO : Epoch 1622 | loss: 0.0312407 | val_loss: 0.0312398 | Time: 1586.57 ms [2021-01-22 10:11:51 main:574] : INFO : Epoch 1623 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 1569.52 ms [2021-01-22 10:11:53 main:574] : INFO : Epoch 1624 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 1624.25 ms [2021-01-22 10:11:54 main:574] : INFO : Epoch 1625 | loss: 0.031242 | val_loss: 0.0312405 | Time: 1645.3 ms [2021-01-22 10:11:56 main:574] : INFO : Epoch 1626 | loss: 0.0312416 | val_loss: 0.0312421 | Time: 1723.32 ms [2021-01-22 10:11:58 main:574] : INFO : Epoch 1627 | loss: 0.0312425 | val_loss: 0.03124 | Time: 1713.98 ms [2021-01-22 10:12:00 main:574] : INFO : Epoch 1628 | loss: 0.0312431 | val_loss: 0.03124 | Time: 1801.48 ms [2021-01-22 10:12:01 main:574] : INFO : Epoch 1629 | loss: 0.0312419 | val_loss: 0.0312395 | Time: 1762.08 ms [2021-01-22 10:12:03 main:574] : INFO : Epoch 1630 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 1724.49 ms [2021-01-22 10:12:05 main:574] : INFO : Epoch 1631 | loss: 0.0312423 | val_loss: 0.0312399 | Time: 1696.74 ms [2021-01-22 10:12:07 main:574] : INFO : Epoch 1632 | loss: 0.0312416 | val_loss: 0.0312391 | Time: 1666.16 ms [2021-01-22 10:12:08 main:574] : INFO : Epoch 1633 | loss: 0.0312411 | val_loss: 0.0312391 | Time: 1619.93 ms [2021-01-22 10:12:10 main:574] : INFO : Epoch 1634 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 1647.14 ms [2021-01-22 10:12:12 main:574] : INFO : Epoch 1635 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 1633.56 ms [2021-01-22 10:12:13 main:574] : INFO : Epoch 1636 | loss: 0.031242 | val_loss: 0.0312393 | Time: 1749.46 ms [2021-01-22 10:12:15 main:574] : INFO : Epoch 1637 | loss: 0.031242 | val_loss: 0.0312394 | Time: 1673.71 ms [2021-01-22 10:12:17 main:574] : INFO : Epoch 1638 | loss: 0.0312416 | val_loss: 0.0312391 | Time: 1592.92 ms [2021-01-22 10:12:18 main:574] : INFO : Epoch 1639 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 1614.15 ms [2021-01-22 10:12:20 main:574] : INFO : Epoch 1640 | loss: 0.0312431 | val_loss: 0.0312441 | Time: 1736.11 ms [2021-01-22 10:12:22 main:574] : INFO : Epoch 1641 | loss: 0.031244 | val_loss: 0.0312418 | Time: 1664.06 ms [2021-01-22 10:12:23 main:574] : INFO : Epoch 1642 | loss: 0.0312421 | val_loss: 0.0312399 | Time: 1584.67 ms [2021-01-22 10:12:25 main:574] : INFO : Epoch 1643 | loss: 0.0312421 | val_loss: 0.0312393 | Time: 1572.71 ms [2021-01-22 10:12:26 main:574] : INFO : Epoch 1644 | loss: 0.0312419 | val_loss: 0.0312394 | Time: 1610.57 ms [2021-01-22 10:12:28 main:574] : INFO : Epoch 1645 | loss: 0.031242 | val_loss: 0.0312416 | Time: 1567.75 ms [2021-01-22 10:12:30 main:574] : INFO : Epoch 1646 | loss: 0.0312411 | val_loss: 0.0312395 | Time: 1576.11 ms [2021-01-22 10:12:31 main:574] : INFO : Epoch 1647 | loss: 0.0312408 | val_loss: 0.0312393 | Time: 1698.9 ms [2021-01-22 10:12:33 main:574] : INFO : Epoch 1648 | loss: 0.0312415 | val_loss: 0.0312415 | Time: 1616.39 ms [2021-01-22 10:12:35 main:574] : INFO : Epoch 1649 | loss: 0.0312416 | val_loss: 0.03124 | Time: 1606.63 ms [2021-01-22 10:12:36 main:574] : INFO : Epoch 1650 | loss: 0.031242 | val_loss: 0.0312397 | Time: 1561.89 ms [2021-01-22 10:12:38 main:574] : INFO : Epoch 1651 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 1562.46 ms [2021-01-22 10:12:39 main:574] : INFO : Epoch 1652 | loss: 0.0312423 | val_loss: 0.0312397 | Time: 1581.76 ms [2021-01-22 10:12:41 main:574] : INFO : Epoch 1653 | loss: 0.031241 | val_loss: 0.031239 | Time: 1577.36 ms [2021-01-22 10:12:43 main:574] : INFO : Epoch 1654 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 1615.33 ms [2021-01-22 10:12:44 main:574] : INFO : Epoch 1655 | loss: 0.031242 | val_loss: 0.0312442 | Time: 1585.09 ms [2021-01-22 10:12:46 main:574] : INFO : Epoch 1656 | loss: 0.0312426 | val_loss: 0.0312402 | Time: 1576.84 ms [2021-01-22 10:12:47 main:574] : INFO : Epoch 1657 | loss: 0.031242 | val_loss: 0.0312393 | Time: 1561.44 ms [2021-01-22 10:12:49 main:574] : INFO : Epoch 1658 | loss: 0.0312406 | val_loss: 0.0312388 | Time: 1614.76 ms [2021-01-22 10:12:51 main:574] : INFO : Epoch 1659 | loss: 0.0312417 | val_loss: 0.0312409 | Time: 1594.51 ms [2021-01-22 10:12:52 main:574] : INFO : Epoch 1660 | loss: 0.0312412 | val_loss: 0.0312391 | Time: 1557.57 ms [2021-01-22 10:12:54 main:574] : INFO : Epoch 1661 | loss: 0.0312417 | val_loss: 0.0312404 | Time: 1589.73 ms [2021-01-22 10:12:55 main:574] : INFO : Epoch 1662 | loss: 0.0312414 | val_loss: 0.0312415 | Time: 1589.73 ms [2021-01-22 10:12:57 main:574] : INFO : Epoch 1663 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 1570.26 ms [2021-01-22 10:12:58 main:574] : INFO : Epoch 1664 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 1590.8 ms [2021-01-22 10:13:00 main:574] : INFO : Epoch 1665 | loss: 0.0312445 | val_loss: 0.0312432 | Time: 1596.33 ms [2021-01-22 10:13:02 main:574] : INFO : Epoch 1666 | loss: 0.0312442 | val_loss: 0.0312438 | Time: 1577.23 ms [2021-01-22 10:13:03 main:574] : INFO : Epoch 1667 | loss: 0.0312415 | val_loss: 0.0312402 | Time: 1588.09 ms [2021-01-22 10:13:05 main:574] : INFO : Epoch 1668 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 1576.05 ms [2021-01-22 10:13:06 main:574] : INFO : Epoch 1669 | loss: 0.031242 | val_loss: 0.0312395 | Time: 1555.04 ms [2021-01-22 10:13:08 main:574] : INFO : Epoch 1670 | loss: 0.0312406 | val_loss: 0.031239 | Time: 1570.73 ms [2021-01-22 10:13:10 main:574] : INFO : Epoch 1671 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 1564.12 ms [2021-01-22 10:13:11 main:574] : INFO : Epoch 1672 | loss: 0.0312415 | val_loss: 0.0312408 | Time: 1618.65 ms [2021-01-22 10:13:13 main:574] : INFO : Epoch 1673 | loss: 0.0312437 | val_loss: 0.0312422 | Time: 1704.68 ms [2021-01-22 10:13:15 main:574] : INFO : Epoch 1674 | loss: 0.0312421 | val_loss: 0.0312394 | Time: 1662.53 ms [2021-01-22 10:13:16 main:574] : INFO : Epoch 1675 | loss: 0.0312428 | val_loss: 0.031244 | Time: 1639.63 ms [2021-01-22 10:13:18 main:574] : INFO : Epoch 1676 | loss: 0.031242 | val_loss: 0.0312399 | Time: 1563.96 ms [2021-01-22 10:13:19 main:574] : INFO : Epoch 1677 | loss: 0.031241 | val_loss: 0.03124 | Time: 1579.04 ms [2021-01-22 10:13:21 main:574] : INFO : Epoch 1678 | loss: 0.0312437 | val_loss: 0.0312403 | Time: 1595.76 ms [2021-01-22 10:13:23 main:574] : INFO : Epoch 1679 | loss: 0.0312407 | val_loss: 0.0312388 | Time: 1590.14 ms [2021-01-22 10:13:24 main:574] : INFO : Epoch 1680 | loss: 0.0312414 | val_loss: 0.0312396 | Time: 1567.84 ms [2021-01-22 10:13:26 main:574] : INFO : Epoch 1681 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 1589.09 ms [2021-01-22 10:13:27 main:574] : INFO : Epoch 1682 | loss: 0.0312406 | val_loss: 0.0312393 | Time: 1608.39 ms [2021-01-22 10:13:29 main:574] : INFO : Epoch 1683 | loss: 0.0312419 | val_loss: 0.0312446 | Time: 1564.97 ms [2021-01-22 10:13:31 main:574] : INFO : Epoch 1684 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 1604.42 ms [2021-01-22 10:13:32 main:574] : INFO : Epoch 1685 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 1607.23 ms [2021-01-22 10:13:34 main:574] : INFO : Epoch 1686 | loss: 0.0312428 | val_loss: 0.0312396 | Time: 1584.89 ms [2021-01-22 10:13:35 main:574] : INFO : Epoch 1687 | loss: 0.0312418 | val_loss: 0.0312394 | Time: 1575.25 ms [2021-01-22 10:13:37 main:574] : INFO : Epoch 1688 | loss: 0.0312416 | val_loss: 0.0312401 | Time: 1597.74 ms [2021-01-22 10:13:39 main:574] : INFO : Epoch 1689 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 1554.96 ms [2021-01-22 10:13:40 main:574] : INFO : Epoch 1690 | loss: 0.0312426 | val_loss: 0.0312397 | Time: 1602.21 ms [2021-01-22 10:13:42 main:574] : INFO : Epoch 1691 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 1606.06 ms [2021-01-22 10:13:43 main:574] : INFO : Epoch 1692 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 1585.52 ms [2021-01-22 10:13:45 main:574] : INFO : Epoch 1693 | loss: 0.0312424 | val_loss: 0.0312402 | Time: 1573.41 ms [2021-01-22 10:13:47 main:574] : INFO : Epoch 1694 | loss: 0.0312423 | val_loss: 0.0312397 | Time: 1580.84 ms [2021-01-22 10:13:48 main:574] : INFO : Epoch 1695 | loss: 0.0312409 | val_loss: 0.0312394 | Time: 1598.16 ms [2021-01-22 10:13:50 main:574] : INFO : Epoch 1696 | loss: 0.0312421 | val_loss: 0.0312396 | Time: 1574.92 ms [2021-01-22 10:13:51 main:574] : INFO : Epoch 1697 | loss: 0.0312419 | val_loss: 0.0312393 | Time: 1565.88 ms [2021-01-22 10:13:53 main:574] : INFO : Epoch 1698 | loss: 0.0312435 | val_loss: 0.0312411 | Time: 1578.42 ms [2021-01-22 10:13:55 main:574] : INFO : Epoch 1699 | loss: 0.0312429 | val_loss: 0.0312415 | Time: 1601.83 ms [2021-01-22 10:13:56 main:574] : INFO : Epoch 1700 | loss: 0.031242 | val_loss: 0.031241 | Time: 1580.22 ms [2021-01-22 10:13:58 main:574] : INFO : Epoch 1701 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 1604.68 ms [2021-01-22 10:13:59 main:574] : INFO : Epoch 1702 | loss: 0.0312419 | val_loss: 0.0312463 | Time: 1564.56 ms [2021-01-22 10:14:01 main:574] : INFO : Epoch 1703 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 1574.57 ms [2021-01-22 10:14:03 main:574] : INFO : Epoch 1704 | loss: 0.031243 | val_loss: 0.0312423 | Time: 1574.62 ms [2021-01-22 10:14:04 main:574] : INFO : Epoch 1705 | loss: 0.0312415 | val_loss: 0.0312404 | Time: 1580.62 ms [2021-01-22 10:14:06 main:574] : INFO : Epoch 1706 | loss: 0.0312406 | val_loss: 0.031239 | Time: 1584.67 ms [2021-01-22 10:14:07 main:574] : INFO : Epoch 1707 | loss: 0.0312417 | val_loss: 0.0312409 | Time: 1588.04 ms [2021-01-22 10:14:09 main:574] : INFO : Epoch 1708 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1563.81 ms [2021-01-22 10:14:11 main:574] : INFO : Epoch 1709 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 1586.3 ms [2021-01-22 10:14:12 main:574] : INFO : Epoch 1710 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1599.11 ms [2021-01-22 10:14:14 main:574] : INFO : Epoch 1711 | loss: 0.0312429 | val_loss: 0.031243 | Time: 1584.27 ms [2021-01-22 10:14:15 main:574] : INFO : Epoch 1712 | loss: 0.0312422 | val_loss: 0.0312444 | Time: 1580.73 ms [2021-01-22 10:14:17 main:574] : INFO : Epoch 1713 | loss: 0.0312424 | val_loss: 0.0312409 | Time: 1541.92 ms [2021-01-22 10:14:18 main:574] : INFO : Epoch 1714 | loss: 0.0312419 | val_loss: 0.0312436 | Time: 1539.86 ms [2021-01-22 10:14:20 main:574] : INFO : Epoch 1715 | loss: 0.0312442 | val_loss: 0.0312403 | Time: 1549.15 ms [2021-01-22 10:14:22 main:574] : INFO : Epoch 1716 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 1566.95 ms [2021-01-22 10:14:23 main:574] : INFO : Epoch 1717 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 1574.57 ms [2021-01-22 10:14:25 main:574] : INFO : Epoch 1718 | loss: 0.0312411 | val_loss: 0.0312414 | Time: 1583.12 ms [2021-01-22 10:14:26 main:574] : INFO : Epoch 1719 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1605.23 ms [2021-01-22 10:14:28 main:574] : INFO : Epoch 1720 | loss: 0.0312418 | val_loss: 0.031239 | Time: 1670.71 ms [2021-01-22 10:14:30 main:574] : INFO : Epoch 1721 | loss: 0.0312434 | val_loss: 0.0312395 | Time: 1592.53 ms [2021-01-22 10:14:31 main:574] : INFO : Epoch 1722 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 1568.51 ms [2021-01-22 10:14:33 main:574] : INFO : Epoch 1723 | loss: 0.0312413 | val_loss: 0.0312393 | Time: 1585 ms [2021-01-22 10:14:34 main:574] : INFO : Epoch 1724 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 1570.02 ms [2021-01-22 10:14:36 main:574] : INFO : Epoch 1725 | loss: 0.0312421 | val_loss: 0.0312396 | Time: 1611.3 ms [2021-01-22 10:14:38 main:574] : INFO : Epoch 1726 | loss: 0.0312424 | val_loss: 0.0312409 | Time: 1625.1 ms [2021-01-22 10:14:39 main:574] : INFO : Epoch 1727 | loss: 0.0312423 | val_loss: 0.03124 | Time: 1685 ms [2021-01-22 10:14:41 main:574] : INFO : Epoch 1728 | loss: 0.0312443 | val_loss: 0.0312409 | Time: 1699.95 ms [2021-01-22 10:14:43 main:574] : INFO : Epoch 1729 | loss: 0.031241 | val_loss: 0.0312388 | Time: 1593.07 ms [2021-01-22 10:14:44 main:574] : INFO : Epoch 1730 | loss: 0.0312419 | val_loss: 0.0312397 | Time: 1600.67 ms [2021-01-22 10:14:46 main:574] : INFO : Epoch 1731 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 1570.59 ms [2021-01-22 10:14:47 main:574] : INFO : Epoch 1732 | loss: 0.0312412 | val_loss: 0.0312407 | Time: 1615.9 ms [2021-01-22 10:14:49 main:574] : INFO : Epoch 1733 | loss: 0.0312422 | val_loss: 0.0312404 | Time: 1609.21 ms [2021-01-22 10:14:51 main:574] : INFO : Epoch 1734 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1564.79 ms [2021-01-22 10:14:52 main:574] : INFO : Epoch 1735 | loss: 0.0312438 | val_loss: 0.03124 | Time: 1561.92 ms [2021-01-22 10:14:54 main:574] : INFO : Epoch 1736 | loss: 0.0312417 | val_loss: 0.0312391 | Time: 1587.82 ms [2021-01-22 10:14:55 main:574] : INFO : Epoch 1737 | loss: 0.0312409 | val_loss: 0.0312406 | Time: 1560.2 ms [2021-01-22 10:14:57 main:574] : INFO : Epoch 1738 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 1581.48 ms [2021-01-22 10:14:59 main:574] : INFO : Epoch 1739 | loss: 0.0312422 | val_loss: 0.0312397 | Time: 1591.12 ms [2021-01-22 10:15:00 main:574] : INFO : Epoch 1740 | loss: 0.0312411 | val_loss: 0.0312394 | Time: 1592.17 ms [2021-01-22 10:15:02 main:574] : INFO : Epoch 1741 | loss: 0.0312427 | val_loss: 0.031242 | Time: 1584.05 ms [2021-01-22 10:15:03 main:574] : INFO : Epoch 1742 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 1617.66 ms [2021-01-22 10:15:05 main:574] : INFO : Epoch 1743 | loss: 0.0312413 | val_loss: 0.0312423 | Time: 1568.05 ms [2021-01-22 10:15:07 main:574] : INFO : Epoch 1744 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1551.97 ms [2021-01-22 10:15:08 main:574] : INFO : Epoch 1745 | loss: 0.0312416 | val_loss: 0.0312392 | Time: 1607.24 ms [2021-01-22 10:15:10 main:574] : INFO : Epoch 1746 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 1582.87 ms [2021-01-22 10:15:11 main:574] : INFO : Epoch 1747 | loss: 0.0312423 | val_loss: 0.0312451 | Time: 1633.59 ms [2021-01-22 10:15:13 main:574] : INFO : Epoch 1748 | loss: 0.0312457 | val_loss: 0.0312417 | Time: 1589.45 ms [2021-01-22 10:15:15 main:574] : INFO : Epoch 1749 | loss: 0.0312428 | val_loss: 0.03124 | Time: 1592.42 ms [2021-01-22 10:15:16 main:574] : INFO : Epoch 1750 | loss: 0.0312424 | val_loss: 0.0312432 | Time: 1557.69 ms [2021-01-22 10:15:18 main:574] : INFO : Epoch 1751 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 1581.92 ms [2021-01-22 10:15:19 main:574] : INFO : Epoch 1752 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 1595.8 ms [2021-01-22 10:15:21 main:574] : INFO : Epoch 1753 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 1545.6 ms [2021-01-22 10:15:23 main:574] : INFO : Epoch 1754 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 1574.52 ms [2021-01-22 10:15:24 main:574] : INFO : Epoch 1755 | loss: 0.0312421 | val_loss: 0.0312393 | Time: 1591.19 ms [2021-01-22 10:15:26 main:574] : INFO : Epoch 1756 | loss: 0.0312411 | val_loss: 0.0312393 | Time: 1576.49 ms [2021-01-22 10:15:27 main:574] : INFO : Epoch 1757 | loss: 0.0312418 | val_loss: 0.0312392 | Time: 1603.96 ms [2021-01-22 10:15:29 main:574] : INFO : Epoch 1758 | loss: 0.0312422 | val_loss: 0.0312402 | Time: 1563 ms [2021-01-22 10:15:31 main:574] : INFO : Epoch 1759 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 1587.64 ms [2021-01-22 10:15:32 main:574] : INFO : Epoch 1760 | loss: 0.0312424 | val_loss: 0.0312396 | Time: 1556.58 ms [2021-01-22 10:15:34 main:574] : INFO : Epoch 1761 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 1600.61 ms [2021-01-22 10:15:35 main:574] : INFO : Epoch 1762 | loss: 0.0312422 | val_loss: 0.0312413 | Time: 1580.14 ms [2021-01-22 10:15:37 main:574] : INFO : Epoch 1763 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 1550.48 ms [2021-01-22 10:15:38 main:574] : INFO : Epoch 1764 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 1570.03 ms [2021-01-22 10:15:40 main:574] : INFO : Epoch 1765 | loss: 0.031241 | val_loss: 0.0312398 | Time: 1588.02 ms [2021-01-22 10:15:42 main:574] : INFO : Epoch 1766 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 1575.85 ms [2021-01-22 10:15:43 main:574] : INFO : Epoch 1767 | loss: 0.0312442 | val_loss: 0.0312426 | Time: 1563.88 ms [2021-01-22 10:15:45 main:574] : INFO : Epoch 1768 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 1598.22 ms [2021-01-22 10:15:46 main:574] : INFO : Epoch 1769 | loss: 0.031244 | val_loss: 0.0312401 | Time: 1603.62 ms [2021-01-22 10:15:48 main:574] : INFO : Epoch 1770 | loss: 0.031242 | val_loss: 0.0312436 | Time: 1593.86 ms [2021-01-22 10:15:50 main:574] : INFO : Epoch 1771 | loss: 0.0312429 | val_loss: 0.0312389 | Time: 1565.84 ms [2021-01-22 10:15:51 main:574] : INFO : Epoch 1772 | loss: 0.0312412 | val_loss: 0.0312401 | Time: 1601.32 ms [2021-01-22 10:15:53 main:574] : INFO : Epoch 1773 | loss: 0.0312415 | val_loss: 0.0312392 | Time: 1602.16 ms [2021-01-22 10:15:54 main:574] : INFO : Epoch 1774 | loss: 0.0312411 | val_loss: 0.0312394 | Time: 1598.48 ms [2021-01-22 10:15:56 main:574] : INFO : Epoch 1775 | loss: 0.0312414 | val_loss: 0.0312392 | Time: 1558.8 ms [2021-01-22 10:15:58 main:574] : INFO : Epoch 1776 | loss: 0.0312413 | val_loss: 0.031245 | Time: 1581.16 ms [2021-01-22 10:15:59 main:574] : INFO : Epoch 1777 | loss: 0.0312425 | val_loss: 0.0312395 | Time: 1553.38 ms [2021-01-22 10:16:01 main:574] : INFO : Epoch 1778 | loss: 0.0312416 | val_loss: 0.0312395 | Time: 1595.58 ms [2021-01-22 10:16:02 main:574] : INFO : Epoch 1779 | loss: 0.0312432 | val_loss: 0.0312409 | Time: 1570.26 ms [2021-01-22 10:16:04 main:574] : INFO : Epoch 1780 | loss: 0.0312416 | val_loss: 0.0312396 | Time: 1605.29 ms [2021-01-22 10:16:06 main:574] : INFO : Epoch 1781 | loss: 0.0312428 | val_loss: 0.0312414 | Time: 1571.59 ms [2021-01-22 10:16:07 main:574] : INFO : Epoch 1782 | loss: 0.0312433 | val_loss: 0.0312406 | Time: 1569.4 ms [2021-01-22 10:16:09 main:574] : INFO : Epoch 1783 | loss: 0.031242 | val_loss: 0.0312397 | Time: 1590.47 ms [2021-01-22 10:16:10 main:574] : INFO : Epoch 1784 | loss: 0.0312417 | val_loss: 0.0312389 | Time: 1554.54 ms [2021-01-22 10:16:12 main:574] : INFO : Epoch 1785 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 1552.72 ms [2021-01-22 10:16:14 main:574] : INFO : Epoch 1786 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1598.54 ms [2021-01-22 10:16:15 main:574] : INFO : Epoch 1787 | loss: 0.0312442 | val_loss: 0.0312412 | Time: 1584.22 ms [2021-01-22 10:16:17 main:574] : INFO : Epoch 1788 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 1585.24 ms [2021-01-22 10:16:18 main:574] : INFO : Epoch 1789 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 1545.12 ms [2021-01-22 10:16:20 main:574] : INFO : Epoch 1790 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 1577.32 ms [2021-01-22 10:16:21 main:574] : INFO : Epoch 1791 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 1579.8 ms [2021-01-22 10:16:23 main:574] : INFO : Epoch 1792 | loss: 0.0312424 | val_loss: 0.031242 | Time: 1592.21 ms [2021-01-22 10:16:25 main:574] : INFO : Epoch 1793 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 1585.68 ms [2021-01-22 10:16:26 main:574] : INFO : Epoch 1794 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 1596.56 ms [2021-01-22 10:16:28 main:574] : INFO : Epoch 1795 | loss: 0.0312429 | val_loss: 0.0312411 | Time: 1592.18 ms [2021-01-22 10:16:29 main:574] : INFO : Epoch 1796 | loss: 0.0312416 | val_loss: 0.031239 | Time: 1588.76 ms [2021-01-22 10:16:31 main:574] : INFO : Epoch 1797 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 1593.63 ms [2021-01-22 10:16:33 main:574] : INFO : Epoch 1798 | loss: 0.0312426 | val_loss: 0.0312392 | Time: 1570.19 ms [2021-01-22 10:16:34 main:574] : INFO : Epoch 1799 | loss: 0.0312417 | val_loss: 0.0312437 | Time: 1608.17 ms [2021-01-22 10:16:36 main:574] : INFO : Epoch 1800 | loss: 0.0312431 | val_loss: 0.0312392 | Time: 1582.68 ms [2021-01-22 10:16:37 main:574] : INFO : Epoch 1801 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 1583.66 ms [2021-01-22 10:16:39 main:574] : INFO : Epoch 1802 | loss: 0.0312425 | val_loss: 0.0312399 | Time: 1557.31 ms [2021-01-22 10:16:41 main:574] : INFO : Epoch 1803 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 1564.6 ms [2021-01-22 10:16:42 main:574] : INFO : Epoch 1804 | loss: 0.0312445 | val_loss: 0.031241 | Time: 1585.12 ms [2021-01-22 10:16:44 main:574] : INFO : Epoch 1805 | loss: 0.0312411 | val_loss: 0.0312407 | Time: 1596.78 ms [2021-01-22 10:16:45 main:574] : INFO : Epoch 1806 | loss: 0.0312421 | val_loss: 0.0312392 | Time: 1588.29 ms [2021-01-22 10:16:47 main:574] : INFO : Epoch 1807 | loss: 0.0312413 | val_loss: 0.0312401 | Time: 1585.13 ms [2021-01-22 10:16:49 main:574] : INFO : Epoch 1808 | loss: 0.0312417 | val_loss: 0.0312395 | Time: 1603.3 ms [2021-01-22 10:16:50 main:574] : INFO : Epoch 1809 | loss: 0.0312425 | val_loss: 0.0312403 | Time: 1600.84 ms [2021-01-22 10:16:52 main:574] : INFO : Epoch 1810 | loss: 0.0312449 | val_loss: 0.0312478 | Time: 1566.31 ms [2021-01-22 10:16:53 main:574] : INFO : Epoch 1811 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 1576.6 ms [2021-01-22 10:16:55 main:574] : INFO : Epoch 1812 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 1569.07 ms [2021-01-22 10:16:57 main:574] : INFO : Epoch 1813 | loss: 0.0312426 | val_loss: 0.0312464 | Time: 1589.69 ms [2021-01-22 10:16:58 main:574] : INFO : Epoch 1814 | loss: 0.0312434 | val_loss: 0.0312386 | Time: 1620.86 ms [2021-01-22 10:17:00 main:574] : INFO : Epoch 1815 | loss: 0.0312428 | val_loss: 0.0312467 | Time: 1572.91 ms [2021-01-22 10:17:01 main:574] : INFO : Epoch 1816 | loss: 0.0312466 | val_loss: 0.0312432 | Time: 1571.89 ms [2021-01-22 10:17:03 main:574] : INFO : Epoch 1817 | loss: 0.0312425 | val_loss: 0.0312398 | Time: 1572.12 ms [2021-01-22 10:17:05 main:574] : INFO : Epoch 1818 | loss: 0.031242 | val_loss: 0.0312393 | Time: 1600.12 ms [2021-01-22 10:17:06 main:574] : INFO : Epoch 1819 | loss: 0.0312433 | val_loss: 0.0312408 | Time: 1561.53 ms [2021-01-22 10:17:08 main:574] : INFO : Epoch 1820 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 1579.61 ms [2021-01-22 10:17:10 main:574] : INFO : Epoch 1821 | loss: 0.0312435 | val_loss: 0.0312397 | Time: 1589.69 ms [2021-01-22 10:17:11 main:574] : INFO : Epoch 1822 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 1595.9 ms [2021-01-22 10:17:13 main:574] : INFO : Epoch 1823 | loss: 0.0312424 | val_loss: 0.0312407 | Time: 1590.78 ms [2021-01-22 10:17:14 main:574] : INFO : Epoch 1824 | loss: 0.0312424 | val_loss: 0.0312403 | Time: 1608.09 ms [2021-01-22 10:17:16 main:574] : INFO : Epoch 1825 | loss: 0.0312442 | val_loss: 0.0312399 | Time: 1553.31 ms [2021-01-22 10:17:18 main:574] : INFO : Epoch 1826 | loss: 0.0312453 | val_loss: 0.0312416 | Time: 1572.32 ms [2021-01-22 10:17:19 main:574] : INFO : Epoch 1827 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 1582.18 ms [2021-01-22 10:17:21 main:574] : INFO : Epoch 1828 | loss: 0.0312433 | val_loss: 0.0312471 | Time: 1563.41 ms [2021-01-22 10:17:22 main:574] : INFO : Epoch 1829 | loss: 0.031245 | val_loss: 0.031241 | Time: 1586.71 ms [2021-01-22 10:17:24 main:574] : INFO : Epoch 1830 | loss: 0.0312408 | val_loss: 0.0312397 | Time: 1587.84 ms [2021-01-22 10:17:25 main:574] : INFO : Epoch 1831 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1575.46 ms [2021-01-22 10:17:27 main:574] : INFO : Epoch 1832 | loss: 0.0312421 | val_loss: 0.0312403 | Time: 1557.08 ms [2021-01-22 10:17:29 main:574] : INFO : Epoch 1833 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 1588.53 ms [2021-01-22 10:17:30 main:574] : INFO : Epoch 1834 | loss: 0.0312425 | val_loss: 0.0312392 | Time: 1583.14 ms [2021-01-22 10:17:32 main:574] : INFO : Epoch 1835 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 1608.86 ms [2021-01-22 10:17:33 main:574] : INFO : Epoch 1836 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1561.41 ms [2021-01-22 10:17:35 main:574] : INFO : Epoch 1837 | loss: 0.0312421 | val_loss: 0.0312399 | Time: 1571.53 ms [2021-01-22 10:17:37 main:574] : INFO : Epoch 1838 | loss: 0.0312419 | val_loss: 0.0312398 | Time: 1556.73 ms [2021-01-22 10:17:38 main:574] : INFO : Epoch 1839 | loss: 0.0312432 | val_loss: 0.0312487 | Time: 1628.15 ms [2021-01-22 10:17:40 main:574] : INFO : Epoch 1840 | loss: 0.0312483 | val_loss: 0.0312446 | Time: 1630.1 ms [2021-01-22 10:17:41 main:574] : INFO : Epoch 1841 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 1567.27 ms [2021-01-22 10:17:43 main:574] : INFO : Epoch 1842 | loss: 0.0312414 | val_loss: 0.0312474 | Time: 1595.94 ms [2021-01-22 10:17:45 main:574] : INFO : Epoch 1843 | loss: 0.0312426 | val_loss: 0.0312398 | Time: 1590.07 ms [2021-01-22 10:17:46 main:574] : INFO : Epoch 1844 | loss: 0.0312419 | val_loss: 0.0312397 | Time: 1603.28 ms [2021-01-22 10:17:48 main:574] : INFO : Epoch 1845 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 1591.3 ms [2021-01-22 10:17:49 main:574] : INFO : Epoch 1846 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 1583.86 ms [2021-01-22 10:17:51 main:574] : INFO : Epoch 1847 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 1578.23 ms [2021-01-22 10:17:53 main:574] : INFO : Epoch 1848 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1583.98 ms [2021-01-22 10:17:54 main:574] : INFO : Epoch 1849 | loss: 0.0312445 | val_loss: 0.0312408 | Time: 1590.94 ms [2021-01-22 10:17:56 main:574] : INFO : Epoch 1850 | loss: 0.0312414 | val_loss: 0.0312386 | Time: 1563.05 ms [2021-01-22 10:17:57 main:574] : INFO : Epoch 1851 | loss: 0.0312416 | val_loss: 0.0312407 | Time: 1580.07 ms [2021-01-22 10:17:59 main:574] : INFO : Epoch 1852 | loss: 0.0312411 | val_loss: 0.0312409 | Time: 1576.09 ms [2021-01-22 10:18:01 main:574] : INFO : Epoch 1853 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 1577.36 ms [2021-01-22 10:18:02 main:574] : INFO : Epoch 1854 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 1587.81 ms [2021-01-22 10:18:04 main:574] : INFO : Epoch 1855 | loss: 0.0312442 | val_loss: 0.0312401 | Time: 1583.3 ms [2021-01-22 10:18:05 main:574] : INFO : Epoch 1856 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 1593.7 ms [2021-01-22 10:18:07 main:574] : INFO : Epoch 1857 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1563.1 ms [2021-01-22 10:18:09 main:574] : INFO : Epoch 1858 | loss: 0.0312429 | val_loss: 0.0312405 | Time: 1585.05 ms [2021-01-22 10:18:10 main:574] : INFO : Epoch 1859 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 1586.15 ms [2021-01-22 10:18:12 main:574] : INFO : Epoch 1860 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 1570.39 ms [2021-01-22 10:18:13 main:574] : INFO : Epoch 1861 | loss: 0.031243 | val_loss: 0.0312396 | Time: 1535.72 ms [2021-01-22 10:18:15 main:574] : INFO : Epoch 1862 | loss: 0.0312419 | val_loss: 0.0312398 | Time: 1546.85 ms [2021-01-22 10:18:16 main:574] : INFO : Epoch 1863 | loss: 0.0312436 | val_loss: 0.0312405 | Time: 1580.19 ms [2021-01-22 10:18:18 main:574] : INFO : Epoch 1864 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 1613.73 ms [2021-01-22 10:18:20 main:574] : INFO : Epoch 1865 | loss: 0.0312418 | val_loss: 0.0312405 | Time: 1605.06 ms [2021-01-22 10:18:21 main:574] : INFO : Epoch 1866 | loss: 0.0312418 | val_loss: 0.0312406 | Time: 1580.6 ms [2021-01-22 10:18:23 main:574] : INFO : Epoch 1867 | loss: 0.0312424 | val_loss: 0.0312402 | Time: 1557.37 ms [2021-01-22 10:18:24 main:574] : INFO : Epoch 1868 | loss: 0.0312414 | val_loss: 0.0312413 | Time: 1602.35 ms [2021-01-22 10:18:26 main:574] : INFO : Epoch 1869 | loss: 0.0312412 | val_loss: 0.0312399 | Time: 1592.61 ms [2021-01-22 10:18:28 main:574] : INFO : Epoch 1870 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 1617.77 ms [2021-01-22 10:18:29 main:574] : INFO : Epoch 1871 | loss: 0.0312411 | val_loss: 0.0312394 | Time: 1565.48 ms [2021-01-22 10:18:31 main:574] : INFO : Epoch 1872 | loss: 0.0312412 | val_loss: 0.0312439 | Time: 1576.67 ms [2021-01-22 10:18:32 main:574] : INFO : Epoch 1873 | loss: 0.0312434 | val_loss: 0.0312394 | Time: 1551.36 ms [2021-01-22 10:18:34 main:574] : INFO : Epoch 1874 | loss: 0.0312415 | val_loss: 0.0312402 | Time: 1571.51 ms [2021-01-22 10:18:36 main:574] : INFO : Epoch 1875 | loss: 0.0312415 | val_loss: 0.0312403 | Time: 1592.56 ms [2021-01-22 10:18:37 main:574] : INFO : Epoch 1876 | loss: 0.0312437 | val_loss: 0.0312407 | Time: 1565.46 ms [2021-01-22 10:18:39 main:574] : INFO : Epoch 1877 | loss: 0.0312425 | val_loss: 0.0312395 | Time: 1547.78 ms [2021-01-22 10:18:40 main:574] : INFO : Epoch 1878 | loss: 0.0312435 | val_loss: 0.0312396 | Time: 1588.18 ms [2021-01-22 10:18:42 main:574] : INFO : Epoch 1879 | loss: 0.0312412 | val_loss: 0.0312398 | Time: 1579.83 ms [2021-01-22 10:18:44 main:574] : INFO : Epoch 1880 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 1574.85 ms [2021-01-22 10:18:45 main:574] : INFO : Epoch 1881 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 1562.34 ms [2021-01-22 10:18:47 main:574] : INFO : Epoch 1882 | loss: 0.0312461 | val_loss: 0.0312491 | Time: 1570.62 ms [2021-01-22 10:18:48 main:574] : INFO : Epoch 1883 | loss: 0.0312441 | val_loss: 0.0312404 | Time: 1569.25 ms [2021-01-22 10:18:50 main:574] : INFO : Epoch 1884 | loss: 0.031242 | val_loss: 0.0312402 | Time: 1574.62 ms [2021-01-22 10:18:51 main:574] : INFO : Epoch 1885 | loss: 0.0312413 | val_loss: 0.031239 | Time: 1575.74 ms [2021-01-22 10:18:53 main:574] : INFO : Epoch 1886 | loss: 0.0312406 | val_loss: 0.031239 | Time: 1597.65 ms [2021-01-22 10:18:55 main:574] : INFO : Epoch 1887 | loss: 0.0312414 | val_loss: 0.0312439 | Time: 1590.71 ms [2021-01-22 10:18:56 main:574] : INFO : Epoch 1888 | loss: 0.0312427 | val_loss: 0.0312413 | Time: 1568.37 ms [2021-01-22 10:18:58 main:574] : INFO : Epoch 1889 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 1587.01 ms [2021-01-22 10:18:59 main:574] : INFO : Epoch 1890 | loss: 0.0312419 | val_loss: 0.0312417 | Time: 1572.16 ms [2021-01-22 10:19:01 main:574] : INFO : Epoch 1891 | loss: 0.0312423 | val_loss: 0.0312433 | Time: 1579.59 ms [2021-01-22 10:19:03 main:574] : INFO : Epoch 1892 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 1590.81 ms [2021-01-22 10:19:04 main:574] : INFO : Epoch 1893 | loss: 0.0312419 | val_loss: 0.0312388 | Time: 1603.47 ms [2021-01-22 10:19:06 main:574] : INFO : Epoch 1894 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 1537.09 ms [2021-01-22 10:19:07 main:574] : INFO : Epoch 1895 | loss: 0.0312438 | val_loss: 0.0312406 | Time: 1548.14 ms [2021-01-22 10:19:09 main:574] : INFO : Epoch 1896 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 1579.53 ms [2021-01-22 10:19:11 main:574] : INFO : Epoch 1897 | loss: 0.0312464 | val_loss: 0.0312422 | Time: 1605.46 ms [2021-01-22 10:19:12 main:574] : INFO : Epoch 1898 | loss: 0.031241 | val_loss: 0.0312403 | Time: 1567.95 ms [2021-01-22 10:19:14 main:574] : INFO : Epoch 1899 | loss: 0.031241 | val_loss: 0.0312393 | Time: 1627.43 ms [2021-01-22 10:19:15 main:574] : INFO : Epoch 1900 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 1625.98 ms [2021-01-22 10:19:17 main:574] : INFO : Epoch 1901 | loss: 0.0312426 | val_loss: 0.0312409 | Time: 1601.96 ms [2021-01-22 10:19:19 main:574] : INFO : Epoch 1902 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1586.79 ms [2021-01-22 10:19:20 main:574] : INFO : Epoch 1903 | loss: 0.0312423 | val_loss: 0.0312389 | Time: 1582.59 ms [2021-01-22 10:19:22 main:574] : INFO : Epoch 1904 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1571.6 ms [2021-01-22 10:19:23 main:574] : INFO : Epoch 1905 | loss: 0.0312446 | val_loss: 0.0312433 | Time: 1622.62 ms [2021-01-22 10:19:25 main:574] : INFO : Epoch 1906 | loss: 0.0312413 | val_loss: 0.0312401 | Time: 1574.9 ms [2021-01-22 10:19:27 main:574] : INFO : Epoch 1907 | loss: 0.0312417 | val_loss: 0.03124 | Time: 1622.54 ms [2021-01-22 10:19:28 main:574] : INFO : Epoch 1908 | loss: 0.0312423 | val_loss: 0.0312422 | Time: 1617.24 ms [2021-01-22 10:19:30 main:574] : INFO : Epoch 1909 | loss: 0.0312426 | val_loss: 0.03124 | Time: 1602.98 ms [2021-01-22 10:19:31 main:574] : INFO : Epoch 1910 | loss: 0.0312425 | val_loss: 0.0312413 | Time: 1595.53 ms [2021-01-22 10:19:33 main:574] : INFO : Epoch 1911 | loss: 0.0312444 | val_loss: 0.0312402 | Time: 1552.32 ms [2021-01-22 10:19:35 main:574] : INFO : Epoch 1912 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 1577.41 ms [2021-01-22 10:19:36 main:574] : INFO : Epoch 1913 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1586.92 ms [2021-01-22 10:19:38 main:574] : INFO : Epoch 1914 | loss: 0.0312432 | val_loss: 0.0312454 | Time: 1584.89 ms [2021-01-22 10:19:39 main:574] : INFO : Epoch 1915 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 1603.73 ms [2021-01-22 10:19:41 main:574] : INFO : Epoch 1916 | loss: 0.0312417 | val_loss: 0.0312406 | Time: 1600.78 ms [2021-01-22 10:19:43 main:574] : INFO : Epoch 1917 | loss: 0.0312409 | val_loss: 0.0312397 | Time: 1590.83 ms [2021-01-22 10:19:44 main:574] : INFO : Epoch 1918 | loss: 0.0312407 | val_loss: 0.0312399 | Time: 1621.03 ms [2021-01-22 10:19:46 main:574] : INFO : Epoch 1919 | loss: 0.0312407 | val_loss: 0.0312442 | Time: 1606.11 ms [2021-01-22 10:19:48 main:574] : INFO : Epoch 1920 | loss: 0.0312443 | val_loss: 0.0312412 | Time: 1612.09 ms [2021-01-22 10:19:49 main:574] : INFO : Epoch 1921 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 1564.21 ms [2021-01-22 10:19:51 main:574] : INFO : Epoch 1922 | loss: 0.0312434 | val_loss: 0.0312396 | Time: 1567.01 ms [2021-01-22 10:19:52 main:574] : INFO : Epoch 1923 | loss: 0.0312446 | val_loss: 0.031248 | Time: 1558.66 ms [2021-01-22 10:19:54 main:574] : INFO : Epoch 1924 | loss: 0.0312451 | val_loss: 0.0312415 | Time: 1575.64 ms [2021-01-22 10:19:55 main:574] : INFO : Epoch 1925 | loss: 0.0312411 | val_loss: 0.0312449 | Time: 1560.55 ms [2021-01-22 10:19:57 main:574] : INFO : Epoch 1926 | loss: 0.0312435 | val_loss: 0.0312416 | Time: 1544.9 ms [2021-01-22 10:19:59 main:574] : INFO : Epoch 1927 | loss: 0.031242 | val_loss: 0.0312402 | Time: 1574.54 ms [2021-01-22 10:20:00 main:574] : INFO : Epoch 1928 | loss: 0.0312445 | val_loss: 0.0312415 | Time: 1599.06 ms [2021-01-22 10:20:02 main:574] : INFO : Epoch 1929 | loss: 0.0312409 | val_loss: 0.0312429 | Time: 1569.4 ms [2021-01-22 10:20:03 main:574] : INFO : Epoch 1930 | loss: 0.0312424 | val_loss: 0.0312411 | Time: 1589.79 ms [2021-01-22 10:20:05 main:574] : INFO : Epoch 1931 | loss: 0.0312419 | val_loss: 0.0312407 | Time: 1576.41 ms [2021-01-22 10:20:07 main:574] : INFO : Epoch 1932 | loss: 0.0312415 | val_loss: 0.0312415 | Time: 1589.1 ms [2021-01-22 10:20:08 main:574] : INFO : Epoch 1933 | loss: 0.0312423 | val_loss: 0.0312388 | Time: 1593.76 ms [2021-01-22 10:20:10 main:574] : INFO : Epoch 1934 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 1584.56 ms [2021-01-22 10:20:11 main:574] : INFO : Epoch 1935 | loss: 0.031242 | val_loss: 0.0312386 | Time: 1625.04 ms [2021-01-22 10:20:13 main:574] : INFO : Epoch 1936 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 1561.78 ms [2021-01-22 10:20:15 main:574] : INFO : Epoch 1937 | loss: 0.0312416 | val_loss: 0.0312411 | Time: 1584.07 ms [2021-01-22 10:20:16 main:574] : INFO : Epoch 1938 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 1603.72 ms [2021-01-22 10:20:18 main:574] : INFO : Epoch 1939 | loss: 0.0312534 | val_loss: 0.0313217 | Time: 1548.62 ms [2021-01-22 10:20:19 main:574] : INFO : Epoch 1940 | loss: 0.0444552 | val_loss: 0.0531652 | Time: 1596.66 ms [2021-01-22 10:20:21 main:574] : INFO : Epoch 1941 | loss: 0.0352554 | val_loss: 0.0321095 | Time: 1535.7 ms [2021-01-22 10:20:22 main:574] : INFO : Epoch 1942 | loss: 0.031656 | val_loss: 0.0313015 | Time: 1554.53 ms [2021-01-22 10:20:24 main:574] : INFO : Epoch 1943 | loss: 0.0313088 | val_loss: 0.03128 | Time: 1585.09 ms [2021-01-22 10:20:26 main:574] : INFO : Epoch 1944 | loss: 0.0312673 | val_loss: 0.0312533 | Time: 1573.99 ms [2021-01-22 10:20:27 main:574] : INFO : Epoch 1945 | loss: 0.0312531 | val_loss: 0.0312497 | Time: 1587.87 ms [2021-01-22 10:20:29 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312481 | Time: 1590.97 ms [2021-01-22 10:20:30 main:574] : INFO : Epoch 1947 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1575.49 ms [2021-01-22 10:20:32 main:574] : INFO : Epoch 1948 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1563.39 ms [2021-01-22 10:20:34 main:574] : INFO : Epoch 1949 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 1611.68 ms [2021-01-22 10:20:35 main:574] : INFO : Epoch 1950 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1600.53 ms [2021-01-22 10:20:37 main:574] : INFO : Epoch 1951 | loss: 0.0312468 | val_loss: 0.0312452 | Time: 1598.08 ms [2021-01-22 10:20:38 main:574] : INFO : Epoch 1952 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1600.13 ms [2021-01-22 10:20:40 main:574] : INFO : Epoch 1953 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1550.62 ms [2021-01-22 10:20:42 main:574] : INFO : Epoch 1954 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1580.11 ms [2021-01-22 10:20:43 main:574] : INFO : Epoch 1955 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1591.12 ms [2021-01-22 10:20:45 main:574] : INFO : Epoch 1956 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1608.09 ms [2021-01-22 10:20:46 main:574] : INFO : Epoch 1957 | loss: 0.031245 | val_loss: 0.031244 | Time: 1586.88 ms [2021-01-22 10:20:48 main:574] : INFO : Epoch 1958 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 1586.58 ms [2021-01-22 10:20:50 main:574] : INFO : Epoch 1959 | loss: 0.0312442 | val_loss: 0.0312434 | Time: 1576.58 ms [2021-01-22 10:20:51 main:574] : INFO : Epoch 1960 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 1565.91 ms [2021-01-22 10:20:53 main:574] : INFO : Epoch 1961 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 1575.02 ms [2021-01-22 10:20:54 main:574] : INFO : Epoch 1962 | loss: 0.031244 | val_loss: 0.0312437 | Time: 1590.53 ms [2021-01-22 10:20:56 main:574] : INFO : Epoch 1963 | loss: 0.031244 | val_loss: 0.0312425 | Time: 1584.64 ms [2021-01-22 10:20:58 main:574] : INFO : Epoch 1964 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 1575.46 ms [2021-01-22 10:20:59 main:574] : INFO : Epoch 1965 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 1563.85 ms [2021-01-22 10:21:01 main:574] : INFO : Epoch 1966 | loss: 0.0312437 | val_loss: 0.031242 | Time: 1603.15 ms [2021-01-22 10:21:02 main:574] : INFO : Epoch 1967 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 1624.89 ms [2021-01-22 10:21:04 main:574] : INFO : Epoch 1968 | loss: 0.031243 | val_loss: 0.0312423 | Time: 1566.42 ms [2021-01-22 10:21:06 main:574] : INFO : Epoch 1969 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 1565.49 ms [2021-01-22 10:21:07 main:574] : INFO : Epoch 1970 | loss: 0.0312426 | val_loss: 0.0312414 | Time: 1592.57 ms [2021-01-22 10:21:09 main:574] : INFO : Epoch 1971 | loss: 0.0312423 | val_loss: 0.0312413 | Time: 1561.52 ms [2021-01-22 10:21:10 main:574] : INFO : Epoch 1972 | loss: 0.031243 | val_loss: 0.0312417 | Time: 1574.8 ms [2021-01-22 10:21:12 main:574] : INFO : Epoch 1973 | loss: 0.0312423 | val_loss: 0.0312412 | Time: 1596.46 ms [2021-01-22 10:21:14 main:574] : INFO : Epoch 1974 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 1615.47 ms [2021-01-22 10:21:15 main:574] : INFO : Epoch 1975 | loss: 0.0312422 | val_loss: 0.0312414 | Time: 1598.65 ms [2021-01-22 10:21:17 main:574] : INFO : Epoch 1976 | loss: 0.0312422 | val_loss: 0.0312445 | Time: 1560.02 ms [2021-01-22 10:21:18 main:574] : INFO : Epoch 1977 | loss: 0.031243 | val_loss: 0.0312415 | Time: 1570.35 ms [2021-01-22 10:21:20 main:574] : INFO : Epoch 1978 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 1575.15 ms [2021-01-22 10:21:21 main:574] : INFO : Epoch 1979 | loss: 0.0312427 | val_loss: 0.0312401 | Time: 1583.68 ms [2021-01-22 10:21:23 main:574] : INFO : Epoch 1980 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 1623.36 ms [2021-01-22 10:21:25 main:574] : INFO : Epoch 1981 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 1588.85 ms [2021-01-22 10:21:26 main:574] : INFO : Epoch 1982 | loss: 0.0312419 | val_loss: 0.0312402 | Time: 1591.26 ms [2021-01-22 10:21:28 main:574] : INFO : Epoch 1983 | loss: 0.0312416 | val_loss: 0.031242 | Time: 1590.41 ms [2021-01-22 10:21:29 main:574] : INFO : Epoch 1984 | loss: 0.0312415 | val_loss: 0.0312397 | Time: 1565.96 ms [2021-01-22 10:21:31 main:574] : INFO : Epoch 1985 | loss: 0.031241 | val_loss: 0.0312397 | Time: 1564.92 ms [2021-01-22 10:21:33 main:574] : INFO : Epoch 1986 | loss: 0.031241 | val_loss: 0.0312406 | Time: 1595.76 ms [2021-01-22 10:21:34 main:574] : INFO : Epoch 1987 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1567.17 ms [2021-01-22 10:21:36 main:574] : INFO : Epoch 1988 | loss: 0.031241 | val_loss: 0.0312394 | Time: 1609.53 ms [2021-01-22 10:21:38 main:574] : INFO : Epoch 1989 | loss: 0.0312409 | val_loss: 0.0312394 | Time: 1567.8 ms [2021-01-22 10:21:39 main:574] : INFO : Epoch 1990 | loss: 0.0312415 | val_loss: 0.0312403 | Time: 1578.69 ms [2021-01-22 10:21:41 main:574] : INFO : Epoch 1991 | loss: 0.0312414 | val_loss: 0.0312391 | Time: 1558.04 ms [2021-01-22 10:21:42 main:574] : INFO : Epoch 1992 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 1556.34 ms [2021-01-22 10:21:44 main:574] : INFO : Epoch 1993 | loss: 0.0312411 | val_loss: 0.0312394 | Time: 1570.8 ms [2021-01-22 10:21:45 main:574] : INFO : Epoch 1994 | loss: 0.0312405 | val_loss: 0.0312393 | Time: 1575.34 ms [2021-01-22 10:21:47 main:574] : INFO : Epoch 1995 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 1558.59 ms [2021-01-22 10:21:49 main:574] : INFO : Epoch 1996 | loss: 0.0312407 | val_loss: 0.0312395 | Time: 1583.33 ms [2021-01-22 10:21:50 main:574] : INFO : Epoch 1997 | loss: 0.0312421 | val_loss: 0.0312428 | Time: 1605.39 ms [2021-01-22 10:21:52 main:574] : INFO : Epoch 1998 | loss: 0.0312416 | val_loss: 0.0312389 | Time: 1573.54 ms [2021-01-22 10:21:54 main:574] : INFO : Epoch 1999 | loss: 0.0312419 | val_loss: 0.0312395 | Time: 1598.57 ms [2021-01-22 10:21:55 main:574] : INFO : Epoch 2000 | loss: 0.0312411 | val_loss: 0.0312401 | Time: 1554.23 ms [2021-01-22 10:21:57 main:574] : INFO : Epoch 2001 | loss: 0.0312407 | val_loss: 0.0312394 | Time: 1600.85 ms [2021-01-22 10:21:58 main:574] : INFO : Epoch 2002 | loss: 0.0312408 | val_loss: 0.0312395 | Time: 1606.39 ms [2021-01-22 10:22:00 main:574] : INFO : Epoch 2003 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 1577.53 ms [2021-01-22 10:22:01 main:574] : INFO : Epoch 2004 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1559.72 ms [2021-01-22 10:22:03 main:574] : INFO : Epoch 2005 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 1589.04 ms [2021-01-22 10:22:05 main:574] : INFO : Epoch 2006 | loss: 0.0312405 | val_loss: 0.031239 | Time: 1576.86 ms [2021-01-22 10:22:06 main:574] : INFO : Epoch 2007 | loss: 0.0312406 | val_loss: 0.031239 | Time: 1577.52 ms [2021-01-22 10:22:08 main:574] : INFO : Epoch 2008 | loss: 0.0312422 | val_loss: 0.031241 | Time: 1590.01 ms [2021-01-22 10:22:09 main:574] : INFO : Epoch 2009 | loss: 0.0312426 | val_loss: 0.0312383 | Time: 1600.66 ms [2021-01-22 10:22:11 main:574] : INFO : Epoch 2010 | loss: 0.0312418 | val_loss: 0.0312385 | Time: 1557.76 ms [2021-01-22 10:22:13 main:574] : INFO : Epoch 2011 | loss: 0.0312411 | val_loss: 0.0312391 | Time: 1605.98 ms [2021-01-22 10:22:14 main:574] : INFO : Epoch 2012 | loss: 0.0312416 | val_loss: 0.0312388 | Time: 1587.33 ms [2021-01-22 10:22:16 main:574] : INFO : Epoch 2013 | loss: 0.0312411 | val_loss: 0.0312446 | Time: 1569.22 ms [2021-01-22 10:22:17 main:574] : INFO : Epoch 2014 | loss: 0.031243 | val_loss: 0.0312423 | Time: 1557.86 ms [2021-01-22 10:22:19 main:574] : INFO : Epoch 2015 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 1578.94 ms [2021-01-22 10:22:21 main:574] : INFO : Epoch 2016 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 1570.46 ms [2021-01-22 10:22:22 main:574] : INFO : Epoch 2017 | loss: 0.0312404 | val_loss: 0.0312421 | Time: 1597.57 ms [2021-01-22 10:22:24 main:574] : INFO : Epoch 2018 | loss: 0.0312413 | val_loss: 0.0312388 | Time: 1573.62 ms [2021-01-22 10:22:25 main:574] : INFO : Epoch 2019 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 1626.25 ms [2021-01-22 10:22:27 main:574] : INFO : Epoch 2020 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 1585.01 ms [2021-01-22 10:22:29 main:574] : INFO : Epoch 2021 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1626.63 ms [2021-01-22 10:22:30 main:574] : INFO : Epoch 2022 | loss: 0.0312412 | val_loss: 0.0312386 | Time: 1593.69 ms [2021-01-22 10:22:32 main:574] : INFO : Epoch 2023 | loss: 0.0312448 | val_loss: 0.0312393 | Time: 1596.25 ms [2021-01-22 10:22:33 main:574] : INFO : Epoch 2024 | loss: 0.0312412 | val_loss: 0.0312388 | Time: 1548.41 ms [2021-01-22 10:22:35 main:574] : INFO : Epoch 2025 | loss: 0.031241 | val_loss: 0.0312386 | Time: 1578 ms [2021-01-22 10:22:37 main:574] : INFO : Epoch 2026 | loss: 0.031242 | val_loss: 0.0312404 | Time: 1587.33 ms [2021-01-22 10:22:38 main:574] : INFO : Epoch 2027 | loss: 0.0312422 | val_loss: 0.0312395 | Time: 1567.74 ms [2021-01-22 10:22:40 main:574] : INFO : Epoch 2028 | loss: 0.0312408 | val_loss: 0.0312393 | Time: 1559.21 ms [2021-01-22 10:22:41 main:574] : INFO : Epoch 2029 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 1580.1 ms [2021-01-22 10:22:43 main:574] : INFO : Epoch 2030 | loss: 0.0312403 | val_loss: 0.03124 | Time: 1584.2 ms [2021-01-22 10:22:45 main:574] : INFO : Epoch 2031 | loss: 0.0312426 | val_loss: 0.0312392 | Time: 1574.61 ms [2021-01-22 10:22:46 main:574] : INFO : Epoch 2032 | loss: 0.0312425 | val_loss: 0.0312413 | Time: 1603.03 ms [2021-01-22 10:22:48 main:574] : INFO : Epoch 2033 | loss: 0.0312436 | val_loss: 0.031242 | Time: 1569.88 ms [2021-01-22 10:22:49 main:574] : INFO : Epoch 2034 | loss: 0.0312412 | val_loss: 0.0312397 | Time: 1575.75 ms [2021-01-22 10:22:51 main:574] : INFO : Epoch 2035 | loss: 0.0312425 | val_loss: 0.0312459 | Time: 1609.08 ms [2021-01-22 10:22:53 main:574] : INFO : Epoch 2036 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 1573.98 ms [2021-01-22 10:22:54 main:574] : INFO : Epoch 2037 | loss: 0.0312419 | val_loss: 0.031239 | Time: 1561.88 ms [2021-01-22 10:22:56 main:574] : INFO : Epoch 2038 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 1574.47 ms [2021-01-22 10:22:57 main:574] : INFO : Epoch 2039 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 1583.62 ms [2021-01-22 10:22:59 main:574] : INFO : Epoch 2040 | loss: 0.031244 | val_loss: 0.0312397 | Time: 1569.33 ms [2021-01-22 10:23:01 main:574] : INFO : Epoch 2041 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 1580.75 ms [2021-01-22 10:23:02 main:574] : INFO : Epoch 2042 | loss: 0.0312415 | val_loss: 0.0312393 | Time: 1581.32 ms [2021-01-22 10:23:04 main:574] : INFO : Epoch 2043 | loss: 0.0312417 | val_loss: 0.0312392 | Time: 1578.33 ms [2021-01-22 10:23:05 main:574] : INFO : Epoch 2044 | loss: 0.0312413 | val_loss: 0.0312385 | Time: 1573.27 ms [2021-01-22 10:23:07 main:574] : INFO : Epoch 2045 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 1582.85 ms [2021-01-22 10:23:08 main:574] : INFO : Epoch 2046 | loss: 0.0312415 | val_loss: 0.0312389 | Time: 1584.13 ms [2021-01-22 10:23:10 main:574] : INFO : Epoch 2047 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 1587.36 ms [2021-01-22 10:23:12 main:574] : INFO : Epoch 2048 | loss: 0.0312431 | val_loss: 0.0312505 | Time: 1570.15 ms [2021-01-22 10:23:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312505 [2021-01-22 10:23:12 main:603] : INFO : Saving end state to config to file [2021-01-22 10:23:12 main:608] : INFO : Success, exiting.. 10:23:12 (6312): 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)