Task 13022106
| Name | ParityModified-1647042655-11992-1-0_0 |
| Workunit | 10150693 |
| Created | 12 Mar 2022, 22:40:01 UTC |
| Sent | 20 Mar 2022, 21:23:42 UTC |
| Report deadline | 28 Mar 2022, 21:23:42 UTC |
| Received | 21 Mar 2022, 7:35:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 4 min 26 sec |
| CPU time | 3 hours 0 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 264.23 ms [2022-03-20 23:05:37 main:574] : INFO : Epoch 1542 | loss: 0.0312503 | val_loss: 0.031251 | Time: 5275.17 ms [2022-03-20 23:05:42 main:574] : INFO : Epoch 1543 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5256.35 ms [2022-03-20 23:05:47 main:574] : INFO : Epoch 1544 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5345.01 ms [2022-03-20 23:05:53 main:574] : INFO : Epoch 1545 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 5309.8 ms [2022-03-20 23:05:58 main:574] : INFO : Epoch 1546 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5245.51 ms [2022-03-20 23:06:03 main:574] : INFO : Epoch 1547 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5314.27 ms [2022-03-20 23:06:09 main:574] : INFO : Epoch 1548 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 5357.5 ms [2022-03-20 23:06:14 main:574] : INFO : Epoch 1549 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5325.36 ms [2022-03-20 23:06:19 main:574] : INFO : Epoch 1550 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5309.96 ms [2022-03-20 23:06:24 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5270.3 ms [2022-03-20 23:06:30 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5326.27 ms [2022-03-20 23:06:35 main:574] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5248.56 ms [2022-03-20 23:06:40 main:574] : INFO : Epoch 1554 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5278.11 ms [2022-03-20 23:06:46 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5339.13 ms [2022-03-20 23:06:51 main:574] : INFO : Epoch 1556 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5359.86 ms [2022-03-20 23:06:56 main:574] : INFO : Epoch 1557 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5304.01 ms [2022-03-20 23:07:02 main:574] : INFO : Epoch 1558 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5327.51 ms [2022-03-20 23:07:07 main:574] : INFO : Epoch 1559 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 5285.75 ms [2022-03-20 23:07:12 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5298.91 ms [2022-03-20 23:07:18 main:574] : INFO : Epoch 1561 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5284.37 ms [2022-03-20 23:07:23 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5304.69 ms [2022-03-20 23:07:28 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.031251 | Time: 5358.77 ms [2022-03-20 23:07:34 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5354.9 ms [2022-03-20 23:07:39 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5351.17 ms [2022-03-20 23:07:44 main:574] : INFO : Epoch 1566 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5345.35 ms [2022-03-20 23:07:50 main:574] : INFO : Epoch 1567 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5243.67 ms [2022-03-20 23:07:55 main:574] : INFO : Epoch 1568 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5349.45 ms [2022-03-20 23:08:00 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5278.47 ms [2022-03-20 23:08:06 main:574] : INFO : Epoch 1570 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 5363.97 ms [2022-03-20 23:08:11 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5484.03 ms [2022-03-20 23:08:16 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 5366.6 ms [2022-03-20 23:08:22 main:574] : INFO : Epoch 1573 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5319.57 ms [2022-03-20 23:08:27 main:574] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5273.37 ms [2022-03-20 23:08:32 main:574] : INFO : Epoch 1575 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5278.29 ms [2022-03-20 23:08:38 main:574] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5280.38 ms [2022-03-20 23:08:43 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 5294.93 ms [2022-03-20 23:08:48 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5241.82 ms [2022-03-20 23:08:54 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 5512.92 ms [2022-03-20 23:08:59 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5286.16 ms [2022-03-20 23:09:04 main:574] : INFO : Epoch 1581 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5319.22 ms [2022-03-20 23:09:10 main:574] : INFO : Epoch 1582 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 5281.18 ms [2022-03-20 23:09:15 main:574] : INFO : Epoch 1583 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5314.34 ms [2022-03-20 23:09:20 main:574] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5340.98 ms [2022-03-20 23:09:26 main:574] : INFO : Epoch 1585 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5309.64 ms [2022-03-20 23:09:31 main:574] : INFO : Epoch 1586 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5333.98 ms [2022-03-20 23:09:36 main:574] : INFO : Epoch 1587 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5280.48 ms [2022-03-20 23:09:41 main:574] : INFO : Epoch 1588 | loss: 0.0312499 | val_loss: 0.0312533 | Time: 5292.1 ms [2022-03-20 23:09:47 main:574] : INFO : Epoch 1589 | loss: 0.0312529 | val_loss: 0.0312505 | Time: 5308.38 ms [2022-03-20 23:09:52 main:574] : INFO : Epoch 1590 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 5289.32 ms [2022-03-20 23:09:57 main:574] : INFO : Epoch 1591 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5330.11 ms [2022-03-20 23:10:03 main:574] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5299.75 ms [2022-03-20 23:10:08 main:574] : INFO : Epoch 1593 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5276.15 ms [2022-03-20 23:10:13 main:574] : INFO : Epoch 1594 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 5329.63 ms [2022-03-20 23:10:19 main:574] : INFO : Epoch 1595 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 5286.27 ms [2022-03-20 23:10:24 main:574] : INFO : Epoch 1596 | loss: 0.0312505 | val_loss: 0.0312539 | Time: 5336.86 ms [2022-03-20 23:10:29 main:574] : INFO : Epoch 1597 | loss: 0.0312537 | val_loss: 0.0312539 | Time: 5336.76 ms [2022-03-20 23:10:35 main:574] : INFO : Epoch 1598 | loss: 0.0312524 | val_loss: 0.0312506 | Time: 5309.01 ms [2022-03-20 23:10:40 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5301.07 ms [2022-03-20 23:10:45 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 5438.8 ms [2022-03-20 23:10:51 main:574] : INFO : Epoch 1601 | loss: 0.0312502 | val_loss: 0.031252 | Time: 5370.76 ms [2022-03-20 23:10:56 main:574] : INFO : Epoch 1602 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5383.86 ms [2022-03-20 23:11:02 main:574] : INFO : Epoch 1603 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 5345.55 ms [2022-03-20 23:11:07 main:574] : INFO : Epoch 1604 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 5432.42 ms [2022-03-20 23:11:12 main:574] : INFO : Epoch 1605 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5333.42 ms [2022-03-20 23:11:18 main:574] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 5335.11 ms [2022-03-20 23:11:23 main:574] : INFO : Epoch 1607 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5242.97 ms [2022-03-20 23:11:28 main:574] : INFO : Epoch 1608 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 5293.25 ms [2022-03-20 23:11:34 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5297.39 ms [2022-03-20 23:11:39 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5313.95 ms [2022-03-20 23:11:44 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5278.41 ms [2022-03-20 23:11:49 main:574] : INFO : Epoch 1612 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 5288.56 ms [2022-03-20 23:11:55 main:574] : INFO : Epoch 1613 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 5299.06 ms [2022-03-20 23:12:00 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5297.17 ms [2022-03-20 23:12:05 main:574] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5335.74 ms [2022-03-20 23:12:11 main:574] : INFO : Epoch 1616 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5309.77 ms [2022-03-20 23:12:16 main:574] : INFO : Epoch 1617 | loss: 0.0312515 | val_loss: 0.031252 | Time: 5276.94 ms [2022-03-20 23:12:21 main:574] : INFO : Epoch 1618 | loss: 0.0312511 | val_loss: 0.0312531 | Time: 5272.43 ms [2022-03-20 23:12:27 main:574] : INFO : Epoch 1619 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5357.04 ms [2022-03-20 23:12:32 main:574] : INFO : Epoch 1620 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5572.92 ms [2022-03-20 23:12:37 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 5270.67 ms [2022-03-20 23:12:43 main:574] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5330.31 ms [2022-03-20 23:12:48 main:574] : INFO : Epoch 1623 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 5312.78 ms [2022-03-20 23:12:53 main:574] : INFO : Epoch 1624 | loss: 0.0312508 | val_loss: 0.031252 | Time: 5312.29 ms [2022-03-20 23:12:59 main:574] : INFO : Epoch 1625 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5402.84 ms [2022-03-20 23:13:04 main:574] : INFO : Epoch 1626 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5359.16 ms [2022-03-20 23:13:10 main:574] : INFO : Epoch 1627 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5289.88 ms [2022-03-20 23:13:15 main:574] : INFO : Epoch 1628 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5308.65 ms [2022-03-20 23:13:20 main:574] : INFO : Epoch 1629 | loss: 0.0312507 | val_loss: 0.031252 | Time: 5308.18 ms [2022-03-20 23:13:25 main:574] : INFO : Epoch 1630 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 5150.49 ms [2022-03-20 23:13:31 main:574] : INFO : Epoch 1631 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5527.02 ms [2022-03-20 23:13:36 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5560.09 ms [2022-03-20 23:13:42 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5322.21 ms [2022-03-20 23:13:47 main:574] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 5291.71 ms [2022-03-20 23:13:52 main:574] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5277.27 ms [2022-03-20 23:13:58 main:574] : INFO : Epoch 1636 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5339.66 ms [2022-03-20 23:14:03 main:574] : INFO : Epoch 1637 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5316.02 ms [2022-03-20 23:14:08 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5336.35 ms [2022-03-20 23:14:14 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5558.78 ms [2022-03-20 23:14:20 main:574] : INFO : Epoch 1640 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5696.4 ms [2022-03-20 23:14:25 main:574] : INFO : Epoch 1641 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 5471.6 ms [2022-03-20 23:14:30 main:574] : INFO : Epoch 1642 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5286.63 ms [2022-03-20 23:14:36 main:574] : INFO : Epoch 1643 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 5266.49 ms [2022-03-20 23:14:41 main:574] : INFO : Epoch 1644 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5331.39 ms [2022-03-20 23:14:46 main:574] : INFO : Epoch 1645 | loss: 0.0312503 | val_loss: 0.031252 | Time: 5298.43 ms [2022-03-20 23:14:52 main:574] : INFO : Epoch 1646 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 5304.34 ms [2022-03-20 23:14:57 main:574] : INFO : Epoch 1647 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 5308.37 ms [2022-03-20 23:15:02 main:574] : INFO : Epoch 1648 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5334.82 ms [2022-03-20 23:15:08 main:574] : INFO : Epoch 1649 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5308.11 ms [2022-03-20 23:15:13 main:574] : INFO : Epoch 1650 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 5369.92 ms [2022-03-20 23:15:18 main:574] : INFO : Epoch 1651 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 5342.35 ms [2022-03-20 23:15:24 main:574] : INFO : Epoch 1652 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5302.7 ms [2022-03-20 23:15:29 main:574] : INFO : Epoch 1653 | loss: 0.03125 | val_loss: 0.0312527 | Time: 5310.45 ms [2022-03-20 23:15:34 main:574] : INFO : Epoch 1654 | loss: 0.0312524 | val_loss: 0.0312512 | Time: 5299.06 ms [2022-03-20 23:15:40 main:574] : INFO : Epoch 1655 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5370.29 ms [2022-03-20 23:15:45 main:574] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5345.09 ms [2022-03-20 23:15:50 main:574] : INFO : Epoch 1657 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5326.42 ms [2022-03-20 23:15:56 main:574] : INFO : Epoch 1658 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5326.14 ms [2022-03-20 23:16:01 main:574] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5603.89 ms [2022-03-20 23:16:07 main:574] : INFO : Epoch 1660 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 5512.85 ms [2022-03-20 23:16:12 main:574] : INFO : Epoch 1661 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 5313.27 ms [2022-03-20 23:16:18 main:574] : INFO : Epoch 1662 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5452.33 ms [2022-03-20 23:16:23 main:574] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5303.22 ms [2022-03-20 23:16:28 main:574] : INFO : Epoch 1664 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5333.93 ms [2022-03-20 23:16:33 main:574] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5329.89 ms [2022-03-20 23:16:39 main:574] : INFO : Epoch 1666 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5353.79 ms [2022-03-20 23:16:44 main:574] : INFO : Epoch 1667 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 5326.9 ms [2022-03-20 23:16:49 main:574] : INFO : Epoch 1668 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5273.99 ms [2022-03-20 23:16:55 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5335.34 ms [2022-03-20 23:17:00 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5353.03 ms [2022-03-20 23:17:06 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.031252 | Time: 5350.89 ms [2022-03-20 23:17:11 main:574] : INFO : Epoch 1672 | loss: 0.0312508 | val_loss: 0.031253 | Time: 5328.1 ms [2022-03-20 23:17:16 main:574] : INFO : Epoch 1673 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5328.6 ms [2022-03-20 23:17:22 main:574] : INFO : Epoch 1674 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5301.71 ms [2022-03-20 23:17:27 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 5278.25 ms [2022-03-20 23:17:32 main:574] : INFO : Epoch 1676 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 5327.21 ms [2022-03-20 23:17:37 main:574] : INFO : Epoch 1677 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5337.91 ms [2022-03-20 23:17:43 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5309.47 ms [2022-03-20 23:17:48 main:574] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312509 | Time: 5353.23 ms [2022-03-20 23:17:54 main:574] : INFO : Epoch 1680 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5358.31 ms [2022-03-20 23:17:59 main:574] : INFO : Epoch 1681 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5370.71 ms [2022-03-20 23:18:04 main:574] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5462.65 ms [2022-03-20 23:18:10 main:574] : INFO : Epoch 1683 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5374.81 ms [2022-03-20 23:18:15 main:574] : INFO : Epoch 1684 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5391.43 ms [2022-03-20 23:18:21 main:574] : INFO : Epoch 1685 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6102.83 ms [2022-03-20 23:18:27 main:574] : INFO : Epoch 1686 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5297.74 ms [2022-03-20 23:18:32 main:574] : INFO : Epoch 1687 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 5319.29 ms [2022-03-20 23:18:37 main:574] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5339.64 ms [2022-03-20 23:18:42 main:574] : INFO : Epoch 1689 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5274.67 ms [2022-03-20 23:18:48 main:574] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5316.29 ms [2022-03-20 23:18:53 main:574] : INFO : Epoch 1691 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 5309.59 ms [2022-03-20 23:18:58 main:574] : INFO : Epoch 1692 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 5355.48 ms [2022-03-20 23:19:04 main:574] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5313.54 ms [2022-03-20 23:19:09 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 5288.9 ms [2022-03-20 23:19:15 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 5392.24 ms [2022-03-20 23:19:20 main:574] : INFO : Epoch 1696 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 5279.74 ms [2022-03-20 23:19:25 main:574] : INFO : Epoch 1697 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 5337.11 ms [2022-03-20 23:19:30 main:574] : INFO : Epoch 1698 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5292.87 ms [2022-03-20 23:19:36 main:574] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 5314.08 ms [2022-03-20 23:19:41 main:574] : INFO : Epoch 1700 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5295.75 ms [2022-03-20 23:19:46 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5290.26 ms [2022-03-20 23:19:52 main:574] : INFO : Epoch 1702 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5308.91 ms [2022-03-20 23:19:57 main:574] : INFO : Epoch 1703 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5376.37 ms [2022-03-20 23:20:02 main:574] : INFO : Epoch 1704 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5320.53 ms [2022-03-20 23:20:08 main:574] : INFO : Epoch 1705 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5315.85 ms [2022-03-20 23:20:13 main:574] : INFO : Epoch 1706 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 5334.21 ms [2022-03-20 23:20:19 main:574] : INFO : Epoch 1707 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5460.35 ms [2022-03-20 23:20:24 main:574] : INFO : Epoch 1708 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5366.06 ms [2022-03-20 23:20:29 main:574] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5347.52 ms [2022-03-20 23:20:35 main:574] : INFO : Epoch 1710 | loss: 0.0312516 | val_loss: 0.0312533 | Time: 5376.29 ms [2022-03-20 23:20:40 main:574] : INFO : Epoch 1711 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 5294.5 ms [2022-03-20 23:20:45 main:574] : INFO : Epoch 1712 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5270.06 ms [2022-03-20 23:20:51 main:574] : INFO : Epoch 1713 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5313.81 ms [2022-03-20 23:20:56 main:574] : INFO : Epoch 1714 | loss: 0.0312508 | val_loss: 0.031253 | Time: 5313.25 ms [2022-03-20 23:21:01 main:574] : INFO : Epoch 1715 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 5306.62 ms [2022-03-20 23:21:07 main:574] : INFO : Epoch 1716 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5348.51 ms [2022-03-20 23:21:12 main:574] : INFO : Epoch 1717 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 5309.06 ms [2022-03-20 23:21:17 main:574] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5371.62 ms [2022-03-20 23:21:23 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5305.82 ms [2022-03-20 23:21:28 main:574] : INFO : Epoch 1720 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 5356.65 ms [2022-03-20 23:21:33 main:574] : INFO : Epoch 1721 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 5354.73 ms [2022-03-20 23:21:39 main:574] : INFO : Epoch 1722 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5334.45 ms [2022-03-20 23:21:44 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5325.11 ms [2022-03-20 23:21:49 main:574] : INFO : Epoch 1724 | loss: 0.0312505 | val_loss: 0.031251 | Time: 5324.5 ms [2022-03-20 23:21:55 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5363.98 ms [2022-03-20 23:22:00 main:574] : INFO : Epoch 1726 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 5861.33 ms [2022-03-20 23:22:06 main:574] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5479.11 ms [2022-03-20 23:22:11 main:574] : INFO : Epoch 1728 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5357.6 ms [2022-03-20 23:22:17 main:574] : INFO : Epoch 1729 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5320.75 ms [2022-03-20 23:22:22 main:574] : INFO : Epoch 1730 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5310.26 ms [2022-03-20 23:22:27 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5347.47 ms [2022-03-20 23:22:33 main:574] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 5286.24 ms [2022-03-20 23:22:38 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5268.32 ms [2022-03-20 23:22:43 main:574] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5263.75 ms [2022-03-20 23:22:48 main:574] : INFO : Epoch 1735 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5331.16 ms [2022-03-20 23:22:54 main:574] : INFO : Epoch 1736 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 5361.41 ms [2022-03-20 23:22:59 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5352.15 ms [2022-03-20 23:23:05 main:574] : INFO : Epoch 1738 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5308.3 ms [2022-03-20 23:23:10 main:574] : INFO : Epoch 1739 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 5312.34 ms [2022-03-20 23:23:15 main:574] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.031251 | Time: 5277.13 ms [2022-03-20 23:23:21 main:574] : INFO : Epoch 1741 | loss: 0.0312513 | val_loss: 0.0312536 | Time: 5349.63 ms [2022-03-20 23:23:26 main:574] : INFO : Epoch 1742 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 5391.1 ms [2022-03-20 23:23:31 main:574] : INFO : Epoch 1743 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5327.65 ms [2022-03-20 23:23:37 main:574] : INFO : Epoch 1744 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5394.55 ms [2022-03-20 23:23:42 main:574] : INFO : Epoch 1745 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 5560.28 ms [2022-03-20 23:23:48 main:574] : INFO : Epoch 1746 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 5626.37 ms [2022-03-20 23:23:53 main:574] : INFO : Epoch 1747 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 5528.11 ms [2022-03-20 23:23:59 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5305.8 ms [2022-03-20 23:24:04 main:574] : INFO : Epoch 1749 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5270.56 ms [2022-03-20 23:24:09 main:574] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312514 | Time: 5291.4 ms [2022-03-20 23:24:15 main:574] : INFO : Epoch 1751 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 5296.16 ms [2022-03-20 23:24:20 main:574] : INFO : Epoch 1752 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5653.26 ms [2022-03-20 23:24:26 main:574] : INFO : Epoch 1753 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 5323.64 ms [2022-03-20 23:24:31 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 5398.45 ms [2022-03-20 23:24:36 main:574] : INFO : Epoch 1755 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5291.18 ms [2022-03-20 23:24:42 main:574] : INFO : Epoch 1756 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 5300.32 ms [2022-03-20 23:24:47 main:574] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5349.63 ms [2022-03-20 23:24:52 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5523.99 ms [2022-03-20 23:24:58 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 5512.57 ms [2022-03-20 23:25:03 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 5329.31 ms [2022-03-20 23:25:09 main:574] : INFO : Epoch 1761 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 5302.63 ms [2022-03-20 23:25:14 main:574] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.031251 | Time: 5344.92 ms [2022-03-20 23:25:19 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5311.32 ms [2022-03-20 23:25:25 main:574] : INFO : Epoch 1764 | loss: 0.031251 | val_loss: 0.0312508 | Time: 5309.92 ms [2022-03-20 23:25:30 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5278.7 ms [2022-03-20 23:25:35 main:574] : INFO : Epoch 1766 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 5282.44 ms [2022-03-20 23:25:40 main:574] : INFO : Epoch 1767 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5316.72 ms [2022-03-20 23:25:46 main:574] : INFO : Epoch 1768 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 5330.39 ms [2022-03-20 23:25:51 main:574] : INFO : Epoch 1769 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 5312.35 ms [2022-03-20 23:25:56 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5302.32 ms [2022-03-20 23:26:02 main:574] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.0312544 | Time: 5352.64 ms [2022-03-20 23:26:07 main:574] : INFO : Epoch 1772 | loss: 0.031251 | val_loss: 0.0312512 | Time: 5334.12 ms [2022-03-20 23:26:12 main:574] : INFO : Epoch 1773 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5283.17 ms [2022-03-20 23:26:18 main:574] : INFO : Epoch 1774 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5425.27 ms [2022-03-20 23:26:23 main:574] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 5279.41 ms [2022-03-20 23:26:29 main:574] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5340.42 ms [2022-03-20 23:26:34 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5359.41 ms [2022-03-20 23:26:39 main:574] : INFO : Epoch 1778 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5292.14 ms [2022-03-20 23:26:45 main:574] : INFO : Epoch 1779 | loss: 0.031251 | val_loss: 0.0312549 | Time: 5318.54 ms [2022-03-20 23:26:50 main:574] : INFO : Epoch 1780 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 5683.19 ms [2022-03-20 23:26:56 main:574] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 5351.31 ms [2022-03-20 23:27:01 main:574] : INFO : Epoch 1782 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 5269.98 ms [2022-03-20 23:27:06 main:574] : INFO : Epoch 1783 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5335.68 ms [2022-03-20 23:27:11 main:574] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5247.34 ms [2022-03-20 23:27:17 main:574] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 5329.11 ms [2022-03-20 23:27:22 main:574] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5382.78 ms [2022-03-20 23:27:27 main:574] : INFO : Epoch 1787 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5296.16 ms [2022-03-20 23:27:33 main:574] : INFO : Epoch 1788 | loss: 0.031251 | val_loss: 0.0312504 | Time: 5305.52 ms [2022-03-20 23:27:38 main:574] : INFO : Epoch 1789 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5328.68 ms [2022-03-20 23:27:44 main:574] : INFO : Epoch 1790 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 5474.31 ms [2022-03-20 23:27:49 main:574] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.031251 | Time: 5578.3 ms [2022-03-20 23:27:55 main:574] : INFO : Epoch 1792 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5335.43 ms [2022-03-20 23:28:00 main:574] : INFO : Epoch 1793 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5361.41 ms [2022-03-20 23:28:05 main:574] : INFO : Epoch 1794 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 5354.85 ms [2022-03-20 23:28:11 main:574] : INFO : Epoch 1795 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 5326.21 ms [2022-03-20 23:28:16 main:574] : INFO : Epoch 1796 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5320.01 ms [2022-03-20 23:28:22 main:574] : INFO : Epoch 1797 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5980.39 ms [2022-03-20 23:28:27 main:574] : INFO : Epoch 1798 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 5526.51 ms [2022-03-20 23:28:33 main:574] : INFO : Epoch 1799 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 5730.94 ms [2022-03-20 23:28:39 main:574] : INFO : Epoch 1800 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5618.37 ms [2022-03-20 23:28:45 main:574] : INFO : Epoch 1801 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5810.41 ms [2022-03-20 23:28:50 main:574] : INFO : Epoch 1802 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5634.64 ms [2022-03-20 23:28:56 main:574] : INFO : Epoch 1803 | loss: 0.0312509 | val_loss: 0.031251 | Time: 5347.33 ms [2022-03-20 23:29:01 main:574] : INFO : Epoch 1804 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 5397.34 ms [2022-03-20 23:29:06 main:574] : INFO : Epoch 1805 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 5348.55 ms [2022-03-20 23:29:12 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5312.75 ms [2022-03-20 23:29:17 main:574] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5320.99 ms [2022-03-20 23:29:22 main:574] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5280.94 ms [2022-03-20 23:29:28 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 5331.39 ms [2022-03-20 23:29:33 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5363.38 ms [2022-03-20 23:29:38 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5308.97 ms [2022-03-20 23:29:44 main:574] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5352.61 ms [2022-03-20 23:29:49 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 5387.45 ms [2022-03-20 23:29:54 main:574] : INFO : Epoch 1814 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5322.3 ms [2022-03-20 23:30:00 main:574] : INFO : Epoch 1815 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5311.35 ms [2022-03-20 23:30:05 main:574] : INFO : Epoch 1816 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 5362.05 ms [2022-03-20 23:30:10 main:574] : INFO : Epoch 1817 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 5354.42 ms [2022-03-20 23:30:16 main:574] : INFO : Epoch 1818 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5307.61 ms [2022-03-20 23:30:21 main:574] : INFO : Epoch 1819 | loss: 0.031251 | val_loss: 0.0312501 | Time: 5135.1 ms [2022-03-20 23:30:27 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 5860.08 ms [2022-03-20 23:30:32 main:574] : INFO : Epoch 1821 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5304.03 ms [2022-03-20 23:30:37 main:574] : INFO : Epoch 1822 | loss: 0.03125 | val_loss: 0.0312511 | Time: 5285.48 ms [2022-03-20 23:30:43 main:574] : INFO : Epoch 1823 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5314.18 ms [2022-03-20 23:30:48 main:574] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 5354.18 ms [2022-03-20 23:30:53 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5298.02 ms [2022-03-20 23:30:59 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.031251 | Time: 5519 ms [2022-03-20 23:31:05 main:574] : INFO : Epoch 1827 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 6285.91 ms [2022-03-20 23:31:11 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5717.69 ms [2022-03-20 23:31:16 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 5274.13 ms [2022-03-20 23:31:22 main:574] : INFO : Epoch 1830 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5631.79 ms [2022-03-20 23:31:27 main:574] : INFO : Epoch 1831 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 5345.32 ms [2022-03-20 23:31:32 main:574] : INFO : Epoch 1832 | loss: 0.0312511 | val_loss: 0.0312527 | Time: 5256.85 ms [2022-03-20 23:31:38 main:574] : INFO : Epoch 1833 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 5317.52 ms [2022-03-20 23:31:43 main:574] : INFO : Epoch 1834 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 5315.39 ms [2022-03-20 23:31:48 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5323.68 ms [2022-03-20 23:31:54 main:574] : INFO : Epoch 1836 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 5361.94 ms [2022-03-20 23:31:59 main:574] : INFO : Epoch 1837 | loss: 0.0312514 | val_loss: 0.0312533 | Time: 5367.18 ms [2022-03-20 23:32:04 main:574] : INFO : Epoch 1838 | loss: 0.031251 | val_loss: 0.0312522 | Time: 5376.02 ms [2022-03-20 23:32:10 main:574] : INFO : Epoch 1839 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 5370.57 ms [2022-03-20 23:32:15 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5428.32 ms [2022-03-20 23:32:21 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5284.22 ms [2022-03-20 23:32:26 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 5367.6 ms [2022-03-20 23:32:32 main:574] : INFO : Epoch 1843 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5664.48 ms [2022-03-20 23:32:37 main:574] : INFO : Epoch 1844 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 5315.14 ms [2022-03-20 23:32:42 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5413.01 ms [2022-03-20 23:32:48 main:574] : INFO : Epoch 1846 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 5352.38 ms [2022-03-20 23:32:53 main:574] : INFO : Epoch 1847 | loss: 0.0312507 | val_loss: 0.0312546 | Time: 5308.31 ms [2022-03-20 23:32:59 main:574] : INFO : Epoch 1848 | loss: 0.0312522 | val_loss: 0.0312508 | Time: 5443.59 ms [2022-03-20 23:33:04 main:574] : INFO : Epoch 1849 | loss: 0.0312527 | val_loss: 0.0312515 | Time: 5328.83 ms [2022-03-20 23:33:09 main:574] : INFO : Epoch 1850 | loss: 0.031253 | val_loss: 0.0312511 | Time: 5336.15 ms [2022-03-20 23:33:14 main:574] : INFO : Epoch 1851 | loss: 0.031251 | val_loss: 0.0312537 | Time: 5305.93 ms [2022-03-20 23:33:20 main:574] : INFO : Epoch 1852 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 5333.88 ms [2022-03-20 23:33:25 main:574] : INFO : Epoch 1853 | loss: 0.0312511 | val_loss: 0.0312558 | Time: 5306.35 ms [2022-03-20 23:33:30 main:574] : INFO : Epoch 1854 | loss: 0.0312527 | val_loss: 0.0312517 | Time: 5264.75 ms [2022-03-20 23:33:36 main:574] : INFO : Epoch 1855 | loss: 0.0312525 | val_loss: 0.0312514 | Time: 5313.41 ms [2022-03-20 23:33:41 main:574] : INFO : Epoch 1856 | loss: 0.0312508 | val_loss: 0.031251 | Time: 5324.95 ms [2022-03-20 23:33:46 main:574] : INFO : Epoch 1857 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 5310.96 ms [2022-03-20 23:33:52 main:574] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5347.54 ms [2022-03-20 23:33:57 main:574] : INFO : Epoch 1859 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5289.51 ms [2022-03-20 23:34:02 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5328.22 ms [2022-03-20 23:34:08 main:574] : INFO : Epoch 1861 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5267.39 ms [2022-03-20 23:34:13 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5354.84 ms [2022-03-20 23:34:18 main:574] : INFO : Epoch 1863 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5339.66 ms [2022-03-20 23:34:24 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 5275.85 ms [2022-03-20 23:34:29 main:574] : INFO : Epoch 1865 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5311.63 ms [2022-03-20 23:34:34 main:574] : INFO : Epoch 1866 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 5299.92 ms [2022-03-20 23:34:40 main:574] : INFO : Epoch 1867 | loss: 0.0312508 | val_loss: 0.0312536 | Time: 5290.31 ms [2022-03-20 23:34:45 main:574] : INFO : Epoch 1868 | loss: 0.0312536 | val_loss: 0.0312513 | Time: 5526.83 ms [2022-03-20 23:34:51 main:574] : INFO : Epoch 1869 | loss: 0.0312543 | val_loss: 0.0312791 | Time: 5851.05 ms [2022-03-20 23:34:56 main:574] : INFO : Epoch 1870 | loss: 0.0312575 | val_loss: 0.0312544 | Time: 5320.34 ms [2022-03-20 23:35:02 main:574] : INFO : Epoch 1871 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 6085.66 ms [2022-03-20 23:35:08 main:574] : INFO : Epoch 1872 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 5570.42 ms [2022-03-20 23:35:13 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 5521.47 ms [2022-03-20 23:35:19 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 5289.34 ms [2022-03-20 23:35:24 main:574] : INFO : Epoch 1875 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 5538.9 ms [2022-03-20 23:35:30 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5521.6 ms [2022-03-20 23:35:35 main:574] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5285.1 ms [2022-03-20 23:35:40 main:574] : INFO : Epoch 1878 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5300.75 ms [2022-03-20 23:35:46 main:574] : INFO : Epoch 1879 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5325.88 ms [2022-03-20 23:35:51 main:574] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 5296.7 ms [2022-03-20 23:35:56 main:574] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5345.53 ms [2022-03-20 23:36:02 main:574] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 5278.22 ms [2022-03-20 23:36:07 main:574] : INFO : Epoch 1883 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 5390.3 ms [2022-03-20 23:36:12 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 5335.72 ms [2022-03-20 23:36:18 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 5309.61 ms [2022-03-20 23:36:23 main:574] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5239.08 ms [2022-03-20 23:36:29 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 6043.17 ms [2022-03-20 23:36:35 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 5555.42 ms [2022-03-20 23:36:40 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5557.22 ms [2022-03-20 23:36:45 main:574] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5289.69 ms [2022-03-20 23:36:51 main:574] : INFO : Epoch 1891 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5308.99 ms [2022-03-20 23:36:56 main:574] : INFO : Epoch 1892 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5373.18 ms [2022-03-20 23:37:02 main:574] : INFO : Epoch 1893 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5497.12 ms [2022-03-20 23:37:07 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5519.66 ms [2022-03-20 23:37:13 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5505.63 ms [2022-03-20 23:37:18 main:574] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5366.01 ms [2022-03-20 23:37:23 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5345.69 ms [2022-03-20 23:37:29 main:574] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5482.7 ms [2022-03-20 23:37:34 main:574] : INFO : Epoch 1899 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 5386.2 ms [2022-03-20 23:37:40 main:574] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5325.35 ms [2022-03-20 23:37:45 main:574] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5321.93 ms [2022-03-20 23:37:50 main:574] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 5486.06 ms [2022-03-20 23:37:56 main:574] : INFO : Epoch 1903 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 5362.2 ms [2022-03-20 23:38:01 main:574] : INFO : Epoch 1904 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 5301.82 ms [2022-03-20 23:38:07 main:574] : INFO : Epoch 1905 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5362.96 ms [2022-03-20 23:38:12 main:574] : INFO : Epoch 1906 | loss: 0.0312506 | val_loss: 0.0312536 | Time: 5512.76 ms [2022-03-20 23:38:17 main:574] : INFO : Epoch 1907 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 5254.16 ms [2022-03-20 23:38:23 main:574] : INFO : Epoch 1908 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 5291.84 ms [2022-03-20 23:38:28 main:574] : INFO : Epoch 1909 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5388.85 ms [2022-03-20 23:38:33 main:574] : INFO : Epoch 1910 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 5356.78 ms [2022-03-20 23:38:39 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5280.88 ms [2022-03-20 23:38:44 main:574] : INFO : Epoch 1912 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5272.34 ms [2022-03-20 23:38:49 main:574] : INFO : Epoch 1913 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 5316.93 ms [2022-03-20 23:38:55 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 5512.2 ms [2022-03-20 23:39:00 main:574] : INFO : Epoch 1915 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 5302.14 ms [2022-03-20 23:39:06 main:574] : INFO : Epoch 1916 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 5536.76 ms [2022-03-20 23:39:11 main:574] : INFO : Epoch 1917 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5320 ms [2022-03-20 23:39:16 main:574] : INFO : Epoch 1918 | loss: 0.031251 | val_loss: 0.0312509 | Time: 5291.95 ms [2022-03-20 23:39:22 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5365.01 ms [2022-03-20 23:39:27 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5307.04 ms [2022-03-20 23:39:32 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5328.87 ms [2022-03-20 23:39:38 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5267.44 ms [2022-03-20 23:39:43 main:574] : INFO : Epoch 1923 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5335.64 ms [2022-03-20 23:39:48 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5356.03 ms [2022-03-20 23:39:54 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 5348.7 ms [2022-03-20 23:39:59 main:574] : INFO : Epoch 1926 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5350.92 ms [2022-03-20 23:40:04 main:574] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5384.69 ms [2022-03-20 23:40:10 main:574] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5349.35 ms [2022-03-20 23:40:15 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312516 | Time: 5357.94 ms [2022-03-20 23:40:20 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5371.42 ms [2022-03-20 23:40:26 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.031252 | Time: 5298.76 ms [2022-03-20 23:40:31 main:574] : INFO : Epoch 1932 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 5364.82 ms [2022-03-20 23:40:36 main:574] : INFO : Epoch 1933 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5326.7 ms [2022-03-20 23:40:42 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5299.24 ms [2022-03-20 23:40:47 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 5275.57 ms [2022-03-20 23:40:53 main:574] : INFO : Epoch 1936 | loss: 0.031252 | val_loss: 0.0312556 | Time: 5532.72 ms [2022-03-20 23:40:58 main:574] : INFO : Epoch 1937 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 5828.89 ms [2022-03-20 23:41:04 main:574] : INFO : Epoch 1938 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5322 ms [2022-03-20 23:41:09 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5331.54 ms [2022-03-20 23:41:14 main:574] : INFO : Epoch 1940 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5362.01 ms [2022-03-20 23:41:20 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5314.15 ms [2022-03-20 23:41:25 main:574] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312518 | Time: 5360.36 ms [2022-03-20 23:41:30 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5284.34 ms [2022-03-20 23:41:36 main:574] : INFO : Epoch 1944 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5352.68 ms [2022-03-20 23:41:41 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5354.23 ms [2022-03-20 23:41:46 main:574] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5305.18 ms [2022-03-20 23:41:52 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5351.07 ms [2022-03-20 23:41:57 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5281.23 ms [2022-03-20 23:42:02 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5280.72 ms [2022-03-20 23:42:08 main:574] : INFO : Epoch 1950 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5318.13 ms [2022-03-20 23:42:13 main:574] : INFO : Epoch 1951 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 5316.12 ms [2022-03-20 23:42:18 main:574] : INFO : Epoch 1952 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5384.9 ms [2022-03-20 23:42:24 main:574] : INFO : Epoch 1953 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5287.73 ms [2022-03-20 23:42:29 main:574] : INFO : Epoch 1954 | loss: 0.0312523 | val_loss: 0.0312508 | Time: 5363.77 ms [2022-03-20 23:42:34 main:574] : INFO : Epoch 1955 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 5396.44 ms [2022-03-20 23:42:40 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 5397.8 ms [2022-03-20 23:42:45 main:574] : INFO : Epoch 1957 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5343.74 ms [2022-03-20 23:42:51 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5381.28 ms [2022-03-20 23:42:56 main:574] : INFO : Epoch 1959 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5311.96 ms [2022-03-20 23:43:01 main:574] : INFO : Epoch 1960 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5307.69 ms [2022-03-20 23:43:07 main:574] : INFO : Epoch 1961 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 5346.17 ms [2022-03-20 23:43:12 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5307.52 ms [2022-03-20 23:43:17 main:574] : INFO : Epoch 1963 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 5388.67 ms [2022-03-20 23:43:23 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5301.09 ms [2022-03-20 23:43:28 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5287.17 ms [2022-03-20 23:43:33 main:574] : INFO : Epoch 1966 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5261.01 ms [2022-03-20 23:43:39 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5374.25 ms [2022-03-20 23:43:44 main:574] : INFO : Epoch 1968 | loss: 0.0312517 | val_loss: 0.0312565 | Time: 5297.28 ms [2022-03-20 23:43:49 main:574] : INFO : Epoch 1969 | loss: 0.031252 | val_loss: 0.0312518 | Time: 5362.95 ms [2022-03-20 23:43:55 main:574] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5404.11 ms [2022-03-20 23:44:00 main:574] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5306.53 ms [2022-03-20 23:44:05 main:574] : INFO : Epoch 1972 | loss: 0.0312514 | val_loss: 0.0312537 | Time: 5319.35 ms [2022-03-20 23:44:11 main:574] : INFO : Epoch 1973 | loss: 0.0312685 | val_loss: 0.031281 | Time: 5221.38 ms [2022-03-20 23:44:16 main:574] : INFO : Epoch 1974 | loss: 0.031268 | val_loss: 0.0312522 | Time: 5371.83 ms [2022-03-20 23:44:21 main:574] : INFO : Epoch 1975 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 5512.09 ms [2022-03-20 23:44:27 main:574] : INFO : Epoch 1976 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5465.9 ms [2022-03-20 23:44:32 main:574] : INFO : Epoch 1977 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5382 ms [2022-03-20 23:44:38 main:574] : INFO : Epoch 1978 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5310.98 ms [2022-03-20 23:44:43 main:574] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5313.57 ms [2022-03-20 23:44:48 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5338.96 ms [2022-03-20 23:44:54 main:574] : INFO : Epoch 1981 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 5274.64 ms [2022-03-20 23:44:59 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 5328.38 ms [2022-03-20 23:45:04 main:574] : INFO : Epoch 1983 | loss: 0.0312507 | val_loss: 0.031251 | Time: 5366.62 ms [2022-03-20 23:45:09 main:574] : INFO : Epoch 1984 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5258.44 ms [2022-03-20 23:45:15 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5362.37 ms [2022-03-20 23:45:20 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5364.02 ms [2022-03-20 23:45:26 main:574] : INFO : Epoch 1987 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5353.99 ms [2022-03-20 23:45:31 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5354.63 ms [2022-03-20 23:45:36 main:574] : INFO : Epoch 1989 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5323.41 ms [2022-03-20 23:45:42 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5339.12 ms [2022-03-20 23:45:47 main:574] : INFO : Epoch 1991 | loss: 0.0312496 | val_loss: 0.0312525 | Time: 5328.06 ms [2022-03-20 23:45:52 main:574] : INFO : Epoch 1992 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5280.82 ms [2022-03-20 23:45:58 main:574] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 5324.26 ms [2022-03-20 23:46:03 main:574] : INFO : Epoch 1994 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 5374.67 ms [2022-03-20 23:46:09 main:574] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.031251 | Time: 5546.31 ms [2022-03-20 23:46:15 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312515 | Time: 5978 ms [2022-03-20 23:46:20 main:574] : INFO : Epoch 1997 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 5642.15 ms [2022-03-20 23:46:26 main:574] : INFO : Epoch 1998 | loss: 0.0312508 | val_loss: 0.0312537 | Time: 5355.67 ms [2022-03-20 23:46:31 main:574] : INFO : Epoch 1999 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 5293.6 ms [2022-03-20 23:46:36 main:574] : INFO : Epoch 2000 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5342.69 ms [2022-03-20 23:46:41 main:574] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 5338.19 ms [2022-03-20 23:46:47 main:574] : INFO : Epoch 2002 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5325.29 ms [2022-03-20 23:46:52 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5356.08 ms [2022-03-20 23:46:57 main:574] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 5262.54 ms [2022-03-20 23:47:03 main:574] : INFO : Epoch 2005 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5320.22 ms [2022-03-20 23:47:08 main:574] : INFO : Epoch 2006 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5341.99 ms [2022-03-20 23:47:13 main:574] : INFO : Epoch 2007 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5209.34 ms [2022-03-20 23:47:19 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5510.02 ms [2022-03-20 23:47:24 main:574] : INFO : Epoch 2009 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 5536.37 ms [2022-03-20 23:47:30 main:574] : INFO : Epoch 2010 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5465.25 ms [2022-03-20 23:47:35 main:574] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5367.63 ms [2022-03-20 23:47:41 main:574] : INFO : Epoch 2012 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5366.16 ms [2022-03-20 23:47:46 main:574] : INFO : Epoch 2013 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5305.31 ms [2022-03-20 23:47:51 main:574] : INFO : Epoch 2014 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 5273.81 ms [2022-03-20 23:47:57 main:574] : INFO : Epoch 2015 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5311.23 ms [2022-03-20 23:48:02 main:574] : INFO : Epoch 2016 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5363.24 ms [2022-03-20 23:48:07 main:574] : INFO : Epoch 2017 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5367.37 ms [2022-03-20 23:48:13 main:574] : INFO : Epoch 2018 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5338.23 ms [2022-03-20 23:48:18 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5526.78 ms [2022-03-20 23:48:24 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5452.79 ms [2022-03-20 23:48:29 main:574] : INFO : Epoch 2021 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5765.13 ms [2022-03-20 23:48:35 main:574] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5617.62 ms [2022-03-20 23:48:40 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 5350.8 ms [2022-03-20 23:48:46 main:574] : INFO : Epoch 2024 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5494.66 ms [2022-03-20 23:48:51 main:574] : INFO : Epoch 2025 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5546.79 ms [2022-03-20 23:48:57 main:574] : INFO : Epoch 2026 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5315.68 ms [2022-03-20 23:49:02 main:574] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 5335.54 ms [2022-03-20 23:49:07 main:574] : INFO : Epoch 2028 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5313.1 ms [2022-03-20 23:49:13 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5240.9 ms [2022-03-20 23:49:18 main:574] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5307.98 ms [2022-03-20 23:49:23 main:574] : INFO : Epoch 2031 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 5350.73 ms [2022-03-20 23:49:29 main:574] : INFO : Epoch 2032 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 5306.62 ms [2022-03-20 23:49:34 main:574] : INFO : Epoch 2033 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 5316.72 ms [2022-03-20 23:49:39 main:574] : INFO : Epoch 2034 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 5351.46 ms [2022-03-20 23:49:45 main:574] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 5379.07 ms [2022-03-20 23:49:50 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5349.68 ms [2022-03-20 23:49:55 main:574] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5345.53 ms [2022-03-20 23:50:01 main:574] : INFO : Epoch 2038 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5311.34 ms [2022-03-20 23:50:06 main:574] : INFO : Epoch 2039 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5298.19 ms [2022-03-20 23:50:11 main:574] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5267.7 ms [2022-03-20 23:50:17 main:574] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5321.25 ms [2022-03-20 23:50:22 main:574] : INFO : Epoch 2042 | loss: 0.0312504 | val_loss: 0.031253 | Time: 5459.16 ms [2022-03-20 23:50:28 main:574] : INFO : Epoch 2043 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 5836.45 ms [2022-03-20 23:50:34 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5651.02 ms [2022-03-20 23:50:39 main:574] : INFO : Epoch 2045 | loss: 0.03125 | val_loss: 0.0312513 | Time: 5318.42 ms [2022-03-20 23:50:44 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 5355.38 ms [2022-03-20 23:50:50 main:574] : INFO : Epoch 2047 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 5277.85 ms [2022-03-20 23:50:55 main:574] : INFO : Epoch 2048 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5254.28 ms [2022-03-20 23:50:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312503 [2022-03-20 23:50:55 main:603] : INFO : Saving end state to config to file [2022-03-20 23:50:55 main:608] : INFO : Success, exiting.. 23:50:55 (19016): 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)