Task 14550160
| Name | ParityModified-1647047251-12002-3-0_0 |
| Workunit | 11575488 |
| Created | 8 Apr 2022, 12:48:47 UTC |
| Sent | 10 Apr 2022, 14:00:41 UTC |
| Report deadline | 18 Apr 2022, 14:00:41 UTC |
| Received | 11 Apr 2022, 15:54:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 19 sec |
| CPU time | 55 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ss: 3.93157e-05 | val_loss: 3.37272e-05 | Time: 1636.16 ms [2022-04-11 17:40:32 main:574] : INFO : Epoch 1558 | loss: 3.93124e-05 | val_loss: 3.39164e-05 | Time: 1638.98 ms [2022-04-11 17:40:34 main:574] : INFO : Epoch 1559 | loss: 3.93011e-05 | val_loss: 3.37638e-05 | Time: 1632.32 ms [2022-04-11 17:40:36 main:574] : INFO : Epoch 1560 | loss: 3.92299e-05 | val_loss: 3.37882e-05 | Time: 1631.86 ms [2022-04-11 17:40:37 main:574] : INFO : Epoch 1561 | loss: 3.92456e-05 | val_loss: 3.37957e-05 | Time: 1629.65 ms [2022-04-11 17:40:39 main:574] : INFO : Epoch 1562 | loss: 3.92809e-05 | val_loss: 3.38722e-05 | Time: 1634.58 ms [2022-04-11 17:40:41 main:574] : INFO : Epoch 1563 | loss: 3.92676e-05 | val_loss: 3.37948e-05 | Time: 1627.54 ms [2022-04-11 17:40:42 main:574] : INFO : Epoch 1564 | loss: 3.91632e-05 | val_loss: 3.38291e-05 | Time: 1628.38 ms [2022-04-11 17:40:44 main:574] : INFO : Epoch 1565 | loss: 3.92199e-05 | val_loss: 3.3841e-05 | Time: 1640.38 ms [2022-04-11 17:40:45 main:574] : INFO : Epoch 1566 | loss: 3.91549e-05 | val_loss: 3.37039e-05 | Time: 1634.46 ms [2022-04-11 17:40:47 main:574] : INFO : Epoch 1567 | loss: 3.91095e-05 | val_loss: 3.38016e-05 | Time: 1640.23 ms [2022-04-11 17:40:49 main:574] : INFO : Epoch 1568 | loss: 3.9142e-05 | val_loss: 3.3779e-05 | Time: 1645.63 ms [2022-04-11 17:40:50 main:574] : INFO : Epoch 1569 | loss: 3.91843e-05 | val_loss: 3.37395e-05 | Time: 1645.32 ms [2022-04-11 17:40:52 main:574] : INFO : Epoch 1570 | loss: 3.91553e-05 | val_loss: 3.37489e-05 | Time: 1631.07 ms [2022-04-11 17:40:54 main:574] : INFO : Epoch 1571 | loss: 3.90287e-05 | val_loss: 3.38706e-05 | Time: 1639.08 ms [2022-04-11 17:40:55 main:574] : INFO : Epoch 1572 | loss: 3.90285e-05 | val_loss: 3.36188e-05 | Time: 1647.3 ms [2022-04-11 17:40:57 main:574] : INFO : Epoch 1573 | loss: 3.90877e-05 | val_loss: 3.35895e-05 | Time: 1637.21 ms [2022-04-11 17:40:59 main:574] : INFO : Epoch 1574 | loss: 3.90445e-05 | val_loss: 3.34831e-05 | Time: 1630.79 ms [2022-04-11 17:41:00 main:574] : INFO : Epoch 1575 | loss: 3.90821e-05 | val_loss: 3.36048e-05 | Time: 1635.5 ms [2022-04-11 17:41:02 main:574] : INFO : Epoch 1576 | loss: 3.89487e-05 | val_loss: 3.39456e-05 | Time: 1642.2 ms [2022-04-11 17:41:04 main:574] : INFO : Epoch 1577 | loss: 3.95888e-05 | val_loss: 3.47885e-05 | Time: 1637.64 ms [2022-04-11 17:41:05 main:574] : INFO : Epoch 1578 | loss: 3.98788e-05 | val_loss: 3.46322e-05 | Time: 1646.49 ms [2022-04-11 17:41:07 main:574] : INFO : Epoch 1579 | loss: 3.96706e-05 | val_loss: 3.4237e-05 | Time: 1636.58 ms [2022-04-11 17:41:08 main:574] : INFO : Epoch 1580 | loss: 4.28222e-05 | val_loss: 3.45162e-05 | Time: 1631.43 ms [2022-04-11 17:41:10 main:574] : INFO : Epoch 1581 | loss: 4.04418e-05 | val_loss: 3.34885e-05 | Time: 1634.67 ms [2022-04-11 17:41:12 main:574] : INFO : Epoch 1582 | loss: 3.89321e-05 | val_loss: 3.33466e-05 | Time: 1649.67 ms [2022-04-11 17:41:13 main:574] : INFO : Epoch 1583 | loss: 3.88044e-05 | val_loss: 3.31931e-05 | Time: 1636.28 ms [2022-04-11 17:41:15 main:574] : INFO : Epoch 1584 | loss: 3.92043e-05 | val_loss: 3.42721e-05 | Time: 1635.41 ms [2022-04-11 17:41:17 main:574] : INFO : Epoch 1585 | loss: 3.97313e-05 | val_loss: 3.44239e-05 | Time: 1640.84 ms [2022-04-11 17:41:18 main:574] : INFO : Epoch 1586 | loss: 4.01778e-05 | val_loss: 3.34362e-05 | Time: 1639.58 ms [2022-04-11 17:41:20 main:574] : INFO : Epoch 1587 | loss: 3.98443e-05 | val_loss: 3.52508e-05 | Time: 1644.6 ms [2022-04-11 17:41:22 main:574] : INFO : Epoch 1588 | loss: 3.93941e-05 | val_loss: 3.33805e-05 | Time: 1638.87 ms [2022-04-11 17:41:23 main:574] : INFO : Epoch 1589 | loss: 3.93323e-05 | val_loss: 3.50414e-05 | Time: 1636.22 ms [2022-04-11 17:41:25 main:574] : INFO : Epoch 1590 | loss: 4.30529e-05 | val_loss: 3.37434e-05 | Time: 1631.9 ms [2022-04-11 17:41:27 main:574] : INFO : Epoch 1591 | loss: 3.91488e-05 | val_loss: 3.44483e-05 | Time: 1644.07 ms [2022-04-11 17:41:28 main:574] : INFO : Epoch 1592 | loss: 3.93012e-05 | val_loss: 3.41543e-05 | Time: 1646.02 ms [2022-04-11 17:41:30 main:574] : INFO : Epoch 1593 | loss: 3.90497e-05 | val_loss: 3.32976e-05 | Time: 1625.08 ms [2022-04-11 17:41:31 main:574] : INFO : Epoch 1594 | loss: 3.91492e-05 | val_loss: 3.84809e-05 | Time: 1643.25 ms [2022-04-11 17:41:33 main:574] : INFO : Epoch 1595 | loss: 4.26712e-05 | val_loss: 3.38531e-05 | Time: 1625.02 ms [2022-04-11 17:41:35 main:574] : INFO : Epoch 1596 | loss: 3.9506e-05 | val_loss: 3.45013e-05 | Time: 1642.39 ms [2022-04-11 17:41:36 main:574] : INFO : Epoch 1597 | loss: 3.93224e-05 | val_loss: 3.37986e-05 | Time: 1633.13 ms [2022-04-11 17:41:38 main:574] : INFO : Epoch 1598 | loss: 3.97747e-05 | val_loss: 3.56236e-05 | Time: 1640.02 ms [2022-04-11 17:41:40 main:574] : INFO : Epoch 1599 | loss: 3.91509e-05 | val_loss: 3.35474e-05 | Time: 1638.63 ms [2022-04-11 17:41:41 main:574] : INFO : Epoch 1600 | loss: 3.87011e-05 | val_loss: 3.3532e-05 | Time: 1634.61 ms [2022-04-11 17:41:43 main:574] : INFO : Epoch 1601 | loss: 4.15034e-05 | val_loss: 4.3261e-05 | Time: 1636.23 ms [2022-04-11 17:41:45 main:574] : INFO : Epoch 1602 | loss: 4.28636e-05 | val_loss: 3.47755e-05 | Time: 1636.84 ms [2022-04-11 17:41:46 main:574] : INFO : Epoch 1603 | loss: 3.89902e-05 | val_loss: 3.35973e-05 | Time: 1643.7 ms [2022-04-11 17:41:48 main:574] : INFO : Epoch 1604 | loss: 3.87803e-05 | val_loss: 3.32347e-05 | Time: 1641.66 ms [2022-04-11 17:41:50 main:574] : INFO : Epoch 1605 | loss: 3.92996e-05 | val_loss: 3.36334e-05 | Time: 1633.57 ms [2022-04-11 17:41:51 main:574] : INFO : Epoch 1606 | loss: 3.85324e-05 | val_loss: 3.31325e-05 | Time: 1638.79 ms [2022-04-11 17:41:53 main:574] : INFO : Epoch 1607 | loss: 3.85036e-05 | val_loss: 3.31034e-05 | Time: 1637.96 ms [2022-04-11 17:41:55 main:574] : INFO : Epoch 1608 | loss: 4.72981e-05 | val_loss: 6.85948e-05 | Time: 1645.68 ms [2022-04-11 17:41:56 main:574] : INFO : Epoch 1609 | loss: 4.68693e-05 | val_loss: 3.3879e-05 | Time: 1640.71 ms [2022-04-11 17:41:58 main:574] : INFO : Epoch 1610 | loss: 3.92913e-05 | val_loss: 3.33645e-05 | Time: 1637.48 ms [2022-04-11 17:41:59 main:574] : INFO : Epoch 1611 | loss: 3.86672e-05 | val_loss: 3.30812e-05 | Time: 1637.62 ms [2022-04-11 17:42:01 main:574] : INFO : Epoch 1612 | loss: 3.84823e-05 | val_loss: 3.31546e-05 | Time: 1635.7 ms [2022-04-11 17:42:03 main:574] : INFO : Epoch 1613 | loss: 3.84362e-05 | val_loss: 3.31931e-05 | Time: 1639.61 ms [2022-04-11 17:42:04 main:574] : INFO : Epoch 1614 | loss: 3.84491e-05 | val_loss: 3.30685e-05 | Time: 1640.34 ms [2022-04-11 17:42:06 main:574] : INFO : Epoch 1615 | loss: 3.83887e-05 | val_loss: 3.32527e-05 | Time: 1639.34 ms [2022-04-11 17:42:08 main:574] : INFO : Epoch 1616 | loss: 3.85885e-05 | val_loss: 3.32428e-05 | Time: 1626.91 ms [2022-04-11 17:42:09 main:574] : INFO : Epoch 1617 | loss: 3.84377e-05 | val_loss: 3.37831e-05 | Time: 1628.4 ms [2022-04-11 17:42:11 main:574] : INFO : Epoch 1618 | loss: 3.91346e-05 | val_loss: 3.34606e-05 | Time: 1637.01 ms [2022-04-11 17:42:13 main:574] : INFO : Epoch 1619 | loss: 3.84619e-05 | val_loss: 3.30602e-05 | Time: 1631.69 ms [2022-04-11 17:42:14 main:574] : INFO : Epoch 1620 | loss: 3.8508e-05 | val_loss: 3.3484e-05 | Time: 1638.27 ms [2022-04-11 17:42:16 main:574] : INFO : Epoch 1621 | loss: 4.80902e-05 | val_loss: 6.24553e-05 | Time: 1641.87 ms [2022-04-11 17:42:18 main:574] : INFO : Epoch 1622 | loss: 4.49224e-05 | val_loss: 3.38617e-05 | Time: 1637.91 ms [2022-04-11 17:42:19 main:574] : INFO : Epoch 1623 | loss: 3.90217e-05 | val_loss: 3.35624e-05 | Time: 1640.29 ms [2022-04-11 17:42:21 main:574] : INFO : Epoch 1624 | loss: 3.85241e-05 | val_loss: 3.31256e-05 | Time: 1634.94 ms [2022-04-11 17:42:22 main:574] : INFO : Epoch 1625 | loss: 3.82945e-05 | val_loss: 3.27792e-05 | Time: 1641.37 ms [2022-04-11 17:42:24 main:574] : INFO : Epoch 1626 | loss: 3.82838e-05 | val_loss: 3.30093e-05 | Time: 1629.61 ms [2022-04-11 17:42:26 main:574] : INFO : Epoch 1627 | loss: 3.84973e-05 | val_loss: 3.31066e-05 | Time: 1639.55 ms [2022-04-11 17:42:27 main:574] : INFO : Epoch 1628 | loss: 3.84122e-05 | val_loss: 3.30171e-05 | Time: 1640.86 ms [2022-04-11 17:42:29 main:574] : INFO : Epoch 1629 | loss: 3.86884e-05 | val_loss: 3.36313e-05 | Time: 1640.91 ms [2022-04-11 17:42:31 main:574] : INFO : Epoch 1630 | loss: 3.87649e-05 | val_loss: 3.32212e-05 | Time: 1637.28 ms [2022-04-11 17:42:32 main:574] : INFO : Epoch 1631 | loss: 3.86446e-05 | val_loss: 3.31264e-05 | Time: 1635.78 ms [2022-04-11 17:42:34 main:574] : INFO : Epoch 1632 | loss: 3.9128e-05 | val_loss: 3.93217e-05 | Time: 1644.5 ms [2022-04-11 17:42:36 main:574] : INFO : Epoch 1633 | loss: 4.84889e-05 | val_loss: 4.15846e-05 | Time: 1636.19 ms [2022-04-11 17:42:37 main:574] : INFO : Epoch 1634 | loss: 4.12228e-05 | val_loss: 3.48192e-05 | Time: 1633.23 ms [2022-04-11 17:42:39 main:574] : INFO : Epoch 1635 | loss: 3.8714e-05 | val_loss: 3.32298e-05 | Time: 1644.8 ms [2022-04-11 17:42:41 main:574] : INFO : Epoch 1636 | loss: 3.82622e-05 | val_loss: 3.30768e-05 | Time: 1642.74 ms [2022-04-11 17:42:42 main:574] : INFO : Epoch 1637 | loss: 3.83322e-05 | val_loss: 3.30888e-05 | Time: 1637 ms [2022-04-11 17:42:44 main:574] : INFO : Epoch 1638 | loss: 3.85479e-05 | val_loss: 3.33006e-05 | Time: 1631.36 ms [2022-04-11 17:42:45 main:574] : INFO : Epoch 1639 | loss: 3.83848e-05 | val_loss: 3.30896e-05 | Time: 1643.5 ms [2022-04-11 17:42:47 main:574] : INFO : Epoch 1640 | loss: 3.87848e-05 | val_loss: 3.35017e-05 | Time: 1627.65 ms [2022-04-11 17:42:49 main:574] : INFO : Epoch 1641 | loss: 3.83322e-05 | val_loss: 3.31639e-05 | Time: 1637.93 ms [2022-04-11 17:42:50 main:574] : INFO : Epoch 1642 | loss: 3.87588e-05 | val_loss: 3.71209e-05 | Time: 1641.62 ms [2022-04-11 17:42:52 main:574] : INFO : Epoch 1643 | loss: 5.5048e-05 | val_loss: 4.20035e-05 | Time: 1628.35 ms [2022-04-11 17:42:54 main:574] : INFO : Epoch 1644 | loss: 4.18213e-05 | val_loss: 3.37888e-05 | Time: 1633.35 ms [2022-04-11 17:42:55 main:574] : INFO : Epoch 1645 | loss: 3.86665e-05 | val_loss: 3.24659e-05 | Time: 1644.46 ms [2022-04-11 17:42:57 main:574] : INFO : Epoch 1646 | loss: 3.82033e-05 | val_loss: 3.32435e-05 | Time: 1651.22 ms [2022-04-11 17:42:59 main:574] : INFO : Epoch 1647 | loss: 3.82467e-05 | val_loss: 3.2759e-05 | Time: 1628.35 ms [2022-04-11 17:43:00 main:574] : INFO : Epoch 1648 | loss: 3.83839e-05 | val_loss: 3.28695e-05 | Time: 1648.4 ms [2022-04-11 17:43:02 main:574] : INFO : Epoch 1649 | loss: 3.82003e-05 | val_loss: 3.25034e-05 | Time: 1633.34 ms [2022-04-11 17:43:04 main:574] : INFO : Epoch 1650 | loss: 3.811e-05 | val_loss: 3.26556e-05 | Time: 1631.32 ms [2022-04-11 17:43:05 main:574] : INFO : Epoch 1651 | loss: 3.95471e-05 | val_loss: 3.41935e-05 | Time: 1630.67 ms [2022-04-11 17:43:07 main:574] : INFO : Epoch 1652 | loss: 3.82958e-05 | val_loss: 3.31151e-05 | Time: 1644.59 ms [2022-04-11 17:43:08 main:574] : INFO : Epoch 1653 | loss: 3.83977e-05 | val_loss: 3.48636e-05 | Time: 1638.98 ms [2022-04-11 17:43:10 main:574] : INFO : Epoch 1654 | loss: 4.7258e-05 | val_loss: 4.90792e-05 | Time: 1640.84 ms [2022-04-11 17:43:12 main:574] : INFO : Epoch 1655 | loss: 4.21012e-05 | val_loss: 3.33958e-05 | Time: 1624.9 ms [2022-04-11 17:43:13 main:574] : INFO : Epoch 1656 | loss: 3.8381e-05 | val_loss: 3.30089e-05 | Time: 1627.18 ms [2022-04-11 17:43:15 main:574] : INFO : Epoch 1657 | loss: 3.81147e-05 | val_loss: 3.31658e-05 | Time: 1641.92 ms [2022-04-11 17:43:17 main:574] : INFO : Epoch 1658 | loss: 3.83671e-05 | val_loss: 3.34054e-05 | Time: 1636.73 ms [2022-04-11 17:43:18 main:574] : INFO : Epoch 1659 | loss: 3.80676e-05 | val_loss: 3.37877e-05 | Time: 1638.45 ms [2022-04-11 17:43:20 main:574] : INFO : Epoch 1660 | loss: 4.3391e-05 | val_loss: 4.59435e-05 | Time: 1645.52 ms [2022-04-11 17:43:22 main:574] : INFO : Epoch 1661 | loss: 4.3905e-05 | val_loss: 3.60836e-05 | Time: 1640.66 ms [2022-04-11 17:43:23 main:574] : INFO : Epoch 1662 | loss: 3.91275e-05 | val_loss: 3.38461e-05 | Time: 1636.3 ms [2022-04-11 17:43:25 main:574] : INFO : Epoch 1663 | loss: 3.82384e-05 | val_loss: 3.28964e-05 | Time: 1648.16 ms [2022-04-11 17:43:27 main:574] : INFO : Epoch 1664 | loss: 3.82541e-05 | val_loss: 3.58946e-05 | Time: 1641.39 ms [2022-04-11 17:43:28 main:574] : INFO : Epoch 1665 | loss: 4.05008e-05 | val_loss: 3.30198e-05 | Time: 1634.55 ms [2022-04-11 17:43:30 main:574] : INFO : Epoch 1666 | loss: 3.94444e-05 | val_loss: 3.57488e-05 | Time: 1637.43 ms [2022-04-11 17:43:31 main:574] : INFO : Epoch 1667 | loss: 3.9071e-05 | val_loss: 3.47682e-05 | Time: 1641.68 ms [2022-04-11 17:43:33 main:574] : INFO : Epoch 1668 | loss: 4.07793e-05 | val_loss: 4.5089e-05 | Time: 1637.32 ms [2022-04-11 17:43:35 main:574] : INFO : Epoch 1669 | loss: 5.21341e-05 | val_loss: 3.8837e-05 | Time: 1635.79 ms [2022-04-11 17:43:36 main:574] : INFO : Epoch 1670 | loss: 4.03673e-05 | val_loss: 3.3609e-05 | Time: 1633.17 ms [2022-04-11 17:43:38 main:574] : INFO : Epoch 1671 | loss: 3.83817e-05 | val_loss: 3.28449e-05 | Time: 1627.37 ms [2022-04-11 17:43:40 main:574] : INFO : Epoch 1672 | loss: 3.82001e-05 | val_loss: 3.39195e-05 | Time: 1635.51 ms [2022-04-11 17:43:41 main:574] : INFO : Epoch 1673 | loss: 3.8796e-05 | val_loss: 3.26356e-05 | Time: 1634.03 ms [2022-04-11 17:43:43 main:574] : INFO : Epoch 1674 | loss: 3.84916e-05 | val_loss: 3.72037e-05 | Time: 1641.58 ms [2022-04-11 17:43:45 main:574] : INFO : Epoch 1675 | loss: 3.90348e-05 | val_loss: 3.2978e-05 | Time: 1629.86 ms [2022-04-11 17:43:46 main:574] : INFO : Epoch 1676 | loss: 3.77652e-05 | val_loss: 3.27485e-05 | Time: 1629.63 ms [2022-04-11 17:43:48 main:574] : INFO : Epoch 1677 | loss: 3.91332e-05 | val_loss: 3.70735e-05 | Time: 1637.16 ms [2022-04-11 17:43:50 main:574] : INFO : Epoch 1678 | loss: 4.54365e-05 | val_loss: 3.45712e-05 | Time: 1646.4 ms [2022-04-11 17:43:51 main:574] : INFO : Epoch 1679 | loss: 4.10964e-05 | val_loss: 3.35991e-05 | Time: 1634.28 ms [2022-04-11 17:43:53 main:574] : INFO : Epoch 1680 | loss: 3.82727e-05 | val_loss: 3.25153e-05 | Time: 1635.46 ms [2022-04-11 17:43:54 main:574] : INFO : Epoch 1681 | loss: 3.7821e-05 | val_loss: 3.28945e-05 | Time: 1634.91 ms [2022-04-11 17:43:56 main:574] : INFO : Epoch 1682 | loss: 3.80263e-05 | val_loss: 3.25918e-05 | Time: 1640.39 ms [2022-04-11 17:43:58 main:574] : INFO : Epoch 1683 | loss: 4.32295e-05 | val_loss: 4.69447e-05 | Time: 1638.5 ms [2022-04-11 17:43:59 main:574] : INFO : Epoch 1684 | loss: 4.32621e-05 | val_loss: 3.64291e-05 | Time: 1634.9 ms [2022-04-11 17:44:01 main:574] : INFO : Epoch 1685 | loss: 3.94243e-05 | val_loss: 3.26231e-05 | Time: 1645.8 ms [2022-04-11 17:44:03 main:574] : INFO : Epoch 1686 | loss: 3.77701e-05 | val_loss: 3.25919e-05 | Time: 1637.1 ms [2022-04-11 17:44:04 main:574] : INFO : Epoch 1687 | loss: 3.77882e-05 | val_loss: 3.33194e-05 | Time: 1648.79 ms [2022-04-11 17:44:06 main:574] : INFO : Epoch 1688 | loss: 3.99576e-05 | val_loss: 3.36854e-05 | Time: 1638.41 ms [2022-04-11 17:44:08 main:574] : INFO : Epoch 1689 | loss: 4.3869e-05 | val_loss: 5.33344e-05 | Time: 1627.22 ms [2022-04-11 17:44:09 main:574] : INFO : Epoch 1690 | loss: 4.42214e-05 | val_loss: 3.24927e-05 | Time: 1630.83 ms [2022-04-11 17:44:11 main:574] : INFO : Epoch 1691 | loss: 3.77273e-05 | val_loss: 3.28078e-05 | Time: 1630.45 ms [2022-04-11 17:44:12 main:574] : INFO : Epoch 1692 | loss: 3.78456e-05 | val_loss: 3.24216e-05 | Time: 1625.7 ms [2022-04-11 17:44:14 main:574] : INFO : Epoch 1693 | loss: 3.8509e-05 | val_loss: 3.42905e-05 | Time: 1642.27 ms [2022-04-11 17:44:16 main:574] : INFO : Epoch 1694 | loss: 3.98547e-05 | val_loss: 3.50159e-05 | Time: 1644.31 ms [2022-04-11 17:44:17 main:574] : INFO : Epoch 1695 | loss: 3.86011e-05 | val_loss: 3.27036e-05 | Time: 1635.12 ms [2022-04-11 17:44:19 main:574] : INFO : Epoch 1696 | loss: 4.19498e-05 | val_loss: 4.24545e-05 | Time: 1624.35 ms [2022-04-11 17:44:21 main:574] : INFO : Epoch 1697 | loss: 4.34305e-05 | val_loss: 3.43131e-05 | Time: 1637.66 ms [2022-04-11 17:44:22 main:574] : INFO : Epoch 1698 | loss: 4.03541e-05 | val_loss: 3.35997e-05 | Time: 1635.44 ms [2022-04-11 17:44:24 main:574] : INFO : Epoch 1699 | loss: 3.90947e-05 | val_loss: 3.26295e-05 | Time: 1634.97 ms [2022-04-11 17:44:26 main:574] : INFO : Epoch 1700 | loss: 3.88703e-05 | val_loss: 3.2986e-05 | Time: 1630.91 ms [2022-04-11 17:44:27 main:574] : INFO : Epoch 1701 | loss: 3.96314e-05 | val_loss: 4.25092e-05 | Time: 1635.28 ms [2022-04-11 17:44:29 main:574] : INFO : Epoch 1702 | loss: 4.47849e-05 | val_loss: 3.5878e-05 | Time: 1635.32 ms [2022-04-11 17:44:31 main:574] : INFO : Epoch 1703 | loss: 3.86543e-05 | val_loss: 3.33044e-05 | Time: 1631.99 ms [2022-04-11 17:44:32 main:574] : INFO : Epoch 1704 | loss: 3.83601e-05 | val_loss: 3.25714e-05 | Time: 1645.57 ms [2022-04-11 17:44:34 main:574] : INFO : Epoch 1705 | loss: 3.80517e-05 | val_loss: 3.27005e-05 | Time: 1634.42 ms [2022-04-11 17:44:35 main:574] : INFO : Epoch 1706 | loss: 4.16144e-05 | val_loss: 3.52876e-05 | Time: 1636.13 ms [2022-04-11 17:44:37 main:574] : INFO : Epoch 1707 | loss: 3.89761e-05 | val_loss: 3.23414e-05 | Time: 1635.01 ms [2022-04-11 17:44:39 main:574] : INFO : Epoch 1708 | loss: 4.21405e-05 | val_loss: 5.13264e-05 | Time: 1637.13 ms [2022-04-11 17:44:40 main:574] : INFO : Epoch 1709 | loss: 4.76651e-05 | val_loss: 3.25392e-05 | Time: 1635.51 ms [2022-04-11 17:44:42 main:574] : INFO : Epoch 1710 | loss: 3.96079e-05 | val_loss: 3.39224e-05 | Time: 1640.61 ms [2022-04-11 17:44:44 main:574] : INFO : Epoch 1711 | loss: 4.04426e-05 | val_loss: 3.33412e-05 | Time: 1635.79 ms [2022-04-11 17:44:45 main:574] : INFO : Epoch 1712 | loss: 3.94932e-05 | val_loss: 3.55286e-05 | Time: 1636.19 ms [2022-04-11 17:44:47 main:574] : INFO : Epoch 1713 | loss: 3.94732e-05 | val_loss: 3.46918e-05 | Time: 1626.38 ms [2022-04-11 17:44:49 main:574] : INFO : Epoch 1714 | loss: 4.1357e-05 | val_loss: 5.43524e-05 | Time: 1634.65 ms [2022-04-11 17:44:50 main:574] : INFO : Epoch 1715 | loss: 6.96185e-05 | val_loss: 4.55187e-05 | Time: 1635.48 ms [2022-04-11 17:44:52 main:574] : INFO : Epoch 1716 | loss: 4.47631e-05 | val_loss: 4.11968e-05 | Time: 1645.67 ms [2022-04-11 17:44:54 main:574] : INFO : Epoch 1717 | loss: 4.40892e-05 | val_loss: 3.44249e-05 | Time: 1642.33 ms [2022-04-11 17:44:55 main:574] : INFO : Epoch 1718 | loss: 3.82687e-05 | val_loss: 3.26156e-05 | Time: 1640.26 ms [2022-04-11 17:44:57 main:574] : INFO : Epoch 1719 | loss: 3.80603e-05 | val_loss: 3.27989e-05 | Time: 1641.93 ms [2022-04-11 17:44:58 main:574] : INFO : Epoch 1720 | loss: 3.75326e-05 | val_loss: 3.27096e-05 | Time: 1644.2 ms [2022-04-11 17:45:00 main:574] : INFO : Epoch 1721 | loss: 3.76662e-05 | val_loss: 3.28783e-05 | Time: 1642.88 ms [2022-04-11 17:45:02 main:574] : INFO : Epoch 1722 | loss: 3.7804e-05 | val_loss: 3.29651e-05 | Time: 1642.82 ms [2022-04-11 17:45:03 main:574] : INFO : Epoch 1723 | loss: 3.76712e-05 | val_loss: 3.39021e-05 | Time: 1634.32 ms [2022-04-11 17:45:05 main:574] : INFO : Epoch 1724 | loss: 3.81857e-05 | val_loss: 3.2717e-05 | Time: 1633.87 ms [2022-04-11 17:45:07 main:574] : INFO : Epoch 1725 | loss: 3.76776e-05 | val_loss: 3.28305e-05 | Time: 1632.06 ms [2022-04-11 17:45:08 main:574] : INFO : Epoch 1726 | loss: 3.87923e-05 | val_loss: 3.49575e-05 | Time: 1634.51 ms [2022-04-11 17:45:10 main:574] : INFO : Epoch 1727 | loss: 3.84746e-05 | val_loss: 3.37224e-05 | Time: 1638.48 ms [2022-04-11 17:45:12 main:574] : INFO : Epoch 1728 | loss: 3.83597e-05 | val_loss: 3.39024e-05 | Time: 1645.84 ms [2022-04-11 17:45:13 main:574] : INFO : Epoch 1729 | loss: 3.90452e-05 | val_loss: 3.29229e-05 | Time: 1630.74 ms [2022-04-11 17:45:15 main:574] : INFO : Epoch 1730 | loss: 3.86179e-05 | val_loss: 3.24199e-05 | Time: 1626.61 ms [2022-04-11 17:45:17 main:574] : INFO : Epoch 1731 | loss: 3.77528e-05 | val_loss: 3.33403e-05 | Time: 1633.17 ms [2022-04-11 17:45:18 main:574] : INFO : Epoch 1732 | loss: 3.85457e-05 | val_loss: 3.36233e-05 | Time: 1641.8 ms [2022-04-11 17:45:20 main:574] : INFO : Epoch 1733 | loss: 3.76663e-05 | val_loss: 3.2946e-05 | Time: 1627.99 ms [2022-04-11 17:45:21 main:574] : INFO : Epoch 1734 | loss: 3.72685e-05 | val_loss: 3.34121e-05 | Time: 1643.58 ms [2022-04-11 17:45:23 main:574] : INFO : Epoch 1735 | loss: 5.71036e-05 | val_loss: 4.59223e-05 | Time: 1631.77 ms [2022-04-11 17:45:25 main:574] : INFO : Epoch 1736 | loss: 4.35404e-05 | val_loss: 3.68997e-05 | Time: 1637.08 ms [2022-04-11 17:45:26 main:574] : INFO : Epoch 1737 | loss: 3.87333e-05 | val_loss: 3.45133e-05 | Time: 1632.22 ms [2022-04-11 17:45:28 main:574] : INFO : Epoch 1738 | loss: 3.77132e-05 | val_loss: 3.288e-05 | Time: 1627.42 ms [2022-04-11 17:45:30 main:574] : INFO : Epoch 1739 | loss: 3.72916e-05 | val_loss: 3.22201e-05 | Time: 1633.72 ms [2022-04-11 17:45:31 main:574] : INFO : Epoch 1740 | loss: 3.86931e-05 | val_loss: 3.29665e-05 | Time: 1627.45 ms [2022-04-11 17:45:33 main:574] : INFO : Epoch 1741 | loss: 3.74218e-05 | val_loss: 3.28072e-05 | Time: 1635.85 ms [2022-04-11 17:45:35 main:574] : INFO : Epoch 1742 | loss: 3.78381e-05 | val_loss: 3.23161e-05 | Time: 1639.09 ms [2022-04-11 17:45:36 main:574] : INFO : Epoch 1743 | loss: 3.85167e-05 | val_loss: 3.65907e-05 | Time: 1630.49 ms [2022-04-11 17:45:38 main:574] : INFO : Epoch 1744 | loss: 4.38901e-05 | val_loss: 3.56776e-05 | Time: 1626.78 ms [2022-04-11 17:45:39 main:574] : INFO : Epoch 1745 | loss: 3.909e-05 | val_loss: 3.2802e-05 | Time: 1629.41 ms [2022-04-11 17:45:41 main:574] : INFO : Epoch 1746 | loss: 3.80076e-05 | val_loss: 3.34175e-05 | Time: 1630.63 ms [2022-04-11 17:45:43 main:574] : INFO : Epoch 1747 | loss: 3.88229e-05 | val_loss: 3.33646e-05 | Time: 1632.83 ms [2022-04-11 17:45:44 main:574] : INFO : Epoch 1748 | loss: 3.844e-05 | val_loss: 3.39529e-05 | Time: 1639.71 ms [2022-04-11 17:45:46 main:574] : INFO : Epoch 1749 | loss: 3.82177e-05 | val_loss: 3.42198e-05 | Time: 1636.06 ms [2022-04-11 17:45:48 main:574] : INFO : Epoch 1750 | loss: 4.4259e-05 | val_loss: 3.79472e-05 | Time: 1646.54 ms [2022-04-11 17:45:49 main:574] : INFO : Epoch 1751 | loss: 3.834e-05 | val_loss: 3.45073e-05 | Time: 1629.72 ms [2022-04-11 17:45:51 main:574] : INFO : Epoch 1752 | loss: 3.85554e-05 | val_loss: 3.3574e-05 | Time: 1634.24 ms [2022-04-11 17:45:53 main:574] : INFO : Epoch 1753 | loss: 3.77504e-05 | val_loss: 3.29257e-05 | Time: 1631.46 ms [2022-04-11 17:45:54 main:574] : INFO : Epoch 1754 | loss: 4.25322e-05 | val_loss: 3.9982e-05 | Time: 1637.32 ms [2022-04-11 17:45:56 main:574] : INFO : Epoch 1755 | loss: 3.94303e-05 | val_loss: 3.31246e-05 | Time: 1636.38 ms [2022-04-11 17:45:58 main:574] : INFO : Epoch 1756 | loss: 3.74737e-05 | val_loss: 3.35691e-05 | Time: 1634.4 ms [2022-04-11 17:45:59 main:574] : INFO : Epoch 1757 | loss: 4.97628e-05 | val_loss: 4.28833e-05 | Time: 1649.57 ms [2022-04-11 17:46:01 main:574] : INFO : Epoch 1758 | loss: 4.20486e-05 | val_loss: 3.63544e-05 | Time: 1642.51 ms [2022-04-11 17:46:02 main:574] : INFO : Epoch 1759 | loss: 3.85785e-05 | val_loss: 3.27802e-05 | Time: 1641.75 ms [2022-04-11 17:46:04 main:574] : INFO : Epoch 1760 | loss: 3.7095e-05 | val_loss: 3.28046e-05 | Time: 1645.69 ms [2022-04-11 17:46:06 main:574] : INFO : Epoch 1761 | loss: 3.78202e-05 | val_loss: 3.36051e-05 | Time: 1629.96 ms [2022-04-11 17:46:07 main:574] : INFO : Epoch 1762 | loss: 3.76964e-05 | val_loss: 3.35919e-05 | Time: 1633.25 ms [2022-04-11 17:46:09 main:574] : INFO : Epoch 1763 | loss: 3.89717e-05 | val_loss: 3.59721e-05 | Time: 1638.22 ms [2022-04-11 17:46:11 main:574] : INFO : Epoch 1764 | loss: 3.7785e-05 | val_loss: 3.47167e-05 | Time: 1629.77 ms [2022-04-11 17:46:12 main:574] : INFO : Epoch 1765 | loss: 4.02422e-05 | val_loss: 3.43059e-05 | Time: 1640.71 ms [2022-04-11 17:46:14 main:574] : INFO : Epoch 1766 | loss: 3.70277e-05 | val_loss: 3.27502e-05 | Time: 1640.57 ms [2022-04-11 17:46:16 main:574] : INFO : Epoch 1767 | loss: 3.75543e-05 | val_loss: 3.88568e-05 | Time: 1627.02 ms [2022-04-11 17:46:17 main:574] : INFO : Epoch 1768 | loss: 4.81515e-05 | val_loss: 3.96888e-05 | Time: 1639.26 ms [2022-04-11 17:46:19 main:574] : INFO : Epoch 1769 | loss: 4.46712e-05 | val_loss: 4.34679e-05 | Time: 1626.48 ms [2022-04-11 17:46:21 main:574] : INFO : Epoch 1770 | loss: 3.945e-05 | val_loss: 3.37529e-05 | Time: 1642.62 ms [2022-04-11 17:46:22 main:574] : INFO : Epoch 1771 | loss: 3.75184e-05 | val_loss: 3.30029e-05 | Time: 1632.65 ms [2022-04-11 17:46:24 main:574] : INFO : Epoch 1772 | loss: 3.68416e-05 | val_loss: 3.32645e-05 | Time: 1635.75 ms [2022-04-11 17:46:25 main:574] : INFO : Epoch 1773 | loss: 3.75488e-05 | val_loss: 3.31795e-05 | Time: 1627.95 ms [2022-04-11 17:46:27 main:574] : INFO : Epoch 1774 | loss: 3.7849e-05 | val_loss: 3.29835e-05 | Time: 1639.91 ms [2022-04-11 17:46:29 main:574] : INFO : Epoch 1775 | loss: 3.73196e-05 | val_loss: 3.35653e-05 | Time: 1644.74 ms [2022-04-11 17:46:30 main:574] : INFO : Epoch 1776 | loss: 3.69159e-05 | val_loss: 3.44953e-05 | Time: 1639.96 ms [2022-04-11 17:46:32 main:574] : INFO : Epoch 1777 | loss: 4.46481e-05 | val_loss: 3.6727e-05 | Time: 1646.09 ms [2022-04-11 17:46:34 main:574] : INFO : Epoch 1778 | loss: 4.08675e-05 | val_loss: 3.4282e-05 | Time: 1640.06 ms [2022-04-11 17:46:35 main:574] : INFO : Epoch 1779 | loss: 3.80036e-05 | val_loss: 3.36889e-05 | Time: 1637.31 ms [2022-04-11 17:46:37 main:574] : INFO : Epoch 1780 | loss: 3.73845e-05 | val_loss: 3.20315e-05 | Time: 1628.38 ms [2022-04-11 17:46:39 main:574] : INFO : Epoch 1781 | loss: 3.89368e-05 | val_loss: 3.79222e-05 | Time: 1628.27 ms [2022-04-11 17:46:40 main:574] : INFO : Epoch 1782 | loss: 3.90229e-05 | val_loss: 3.33685e-05 | Time: 1639.06 ms [2022-04-11 17:46:42 main:574] : INFO : Epoch 1783 | loss: 3.96783e-05 | val_loss: 3.52913e-05 | Time: 1635.47 ms [2022-04-11 17:46:44 main:574] : INFO : Epoch 1784 | loss: 3.90091e-05 | val_loss: 3.93977e-05 | Time: 1633.37 ms [2022-04-11 17:46:45 main:574] : INFO : Epoch 1785 | loss: 3.80096e-05 | val_loss: 3.30602e-05 | Time: 1640.87 ms [2022-04-11 17:46:47 main:574] : INFO : Epoch 1786 | loss: 3.6823e-05 | val_loss: 3.2224e-05 | Time: 1635.81 ms [2022-04-11 17:46:48 main:574] : INFO : Epoch 1787 | loss: 3.6523e-05 | val_loss: 3.28337e-05 | Time: 1642.12 ms [2022-04-11 17:46:50 main:574] : INFO : Epoch 1788 | loss: 6.55844e-05 | val_loss: 4.52169e-05 | Time: 1625.11 ms [2022-04-11 17:46:52 main:574] : INFO : Epoch 1789 | loss: 5.00196e-05 | val_loss: 3.67352e-05 | Time: 1646.56 ms [2022-04-11 17:46:53 main:574] : INFO : Epoch 1790 | loss: 3.9393e-05 | val_loss: 3.55176e-05 | Time: 1635.89 ms [2022-04-11 17:46:55 main:574] : INFO : Epoch 1791 | loss: 3.71401e-05 | val_loss: 3.25432e-05 | Time: 1638.74 ms [2022-04-11 17:46:57 main:574] : INFO : Epoch 1792 | loss: 3.76287e-05 | val_loss: 3.47854e-05 | Time: 1638.66 ms [2022-04-11 17:46:58 main:574] : INFO : Epoch 1793 | loss: 3.73184e-05 | val_loss: 3.34597e-05 | Time: 1645.19 ms [2022-04-11 17:47:00 main:574] : INFO : Epoch 1794 | loss: 3.8146e-05 | val_loss: 3.21633e-05 | Time: 1639.5 ms [2022-04-11 17:47:02 main:574] : INFO : Epoch 1795 | loss: 3.60298e-05 | val_loss: 3.22865e-05 | Time: 1631.44 ms [2022-04-11 17:47:03 main:574] : INFO : Epoch 1796 | loss: 3.68591e-05 | val_loss: 3.36872e-05 | Time: 1637.71 ms [2022-04-11 17:47:05 main:574] : INFO : Epoch 1797 | loss: 3.76354e-05 | val_loss: 3.31956e-05 | Time: 1639.18 ms [2022-04-11 17:47:07 main:574] : INFO : Epoch 1798 | loss: 3.68958e-05 | val_loss: 3.53003e-05 | Time: 1631.87 ms [2022-04-11 17:47:08 main:574] : INFO : Epoch 1799 | loss: 3.66477e-05 | val_loss: 3.44468e-05 | Time: 1635.69 ms [2022-04-11 17:47:10 main:574] : INFO : Epoch 1800 | loss: 3.64437e-05 | val_loss: 3.3557e-05 | Time: 1632.72 ms [2022-04-11 17:47:11 main:574] : INFO : Epoch 1801 | loss: 3.58791e-05 | val_loss: 3.3277e-05 | Time: 1639.6 ms [2022-04-11 17:47:13 main:574] : INFO : Epoch 1802 | loss: 4.85023e-05 | val_loss: 5.27902e-05 | Time: 1641.23 ms [2022-04-11 17:47:15 main:574] : INFO : Epoch 1803 | loss: 4.42211e-05 | val_loss: 3.26439e-05 | Time: 1634.88 ms [2022-04-11 17:47:16 main:574] : INFO : Epoch 1804 | loss: 3.73295e-05 | val_loss: 3.1414e-05 | Time: 1640.29 ms [2022-04-11 17:47:18 main:574] : INFO : Epoch 1805 | loss: 3.54187e-05 | val_loss: 3.15478e-05 | Time: 1640.26 ms [2022-04-11 17:47:20 main:574] : INFO : Epoch 1806 | loss: 3.53785e-05 | val_loss: 3.26029e-05 | Time: 1630.72 ms [2022-04-11 17:47:21 main:574] : INFO : Epoch 1807 | loss: 3.6472e-05 | val_loss: 3.18021e-05 | Time: 1636.06 ms [2022-04-11 17:47:23 main:574] : INFO : Epoch 1808 | loss: 3.56983e-05 | val_loss: 3.21899e-05 | Time: 1621.15 ms [2022-04-11 17:47:25 main:574] : INFO : Epoch 1809 | loss: 3.6776e-05 | val_loss: 3.33669e-05 | Time: 1633.7 ms [2022-04-11 17:47:26 main:574] : INFO : Epoch 1810 | loss: 4.50507e-05 | val_loss: 3.29459e-05 | Time: 1639.6 ms [2022-04-11 17:47:28 main:574] : INFO : Epoch 1811 | loss: 3.76611e-05 | val_loss: 3.31721e-05 | Time: 1638.55 ms [2022-04-11 17:47:30 main:574] : INFO : Epoch 1812 | loss: 3.47644e-05 | val_loss: 3.48162e-05 | Time: 1644.88 ms [2022-04-11 17:47:31 main:574] : INFO : Epoch 1813 | loss: 3.49665e-05 | val_loss: 3.13153e-05 | Time: 1636.91 ms [2022-04-11 17:47:33 main:574] : INFO : Epoch 1814 | loss: 3.39622e-05 | val_loss: 3.52123e-05 | Time: 1634.12 ms [2022-04-11 17:47:34 main:574] : INFO : Epoch 1815 | loss: 3.79494e-05 | val_loss: 4.15726e-05 | Time: 1638.2 ms [2022-04-11 17:47:36 main:574] : INFO : Epoch 1816 | loss: 4.78065e-05 | val_loss: 3.8071e-05 | Time: 1626.87 ms [2022-04-11 17:47:38 main:574] : INFO : Epoch 1817 | loss: 3.77998e-05 | val_loss: 3.49705e-05 | Time: 1630.32 ms [2022-04-11 17:47:39 main:574] : INFO : Epoch 1818 | loss: 3.567e-05 | val_loss: 3.05185e-05 | Time: 1631.66 ms [2022-04-11 17:47:41 main:574] : INFO : Epoch 1819 | loss: 0.00900409 | val_loss: 0.0317274 | Time: 1639.49 ms [2022-04-11 17:47:43 main:574] : INFO : Epoch 1820 | loss: 0.0314296 | val_loss: 0.031268 | Time: 1634.16 ms [2022-04-11 17:47:44 main:574] : INFO : Epoch 1821 | loss: 0.0315947 | val_loss: 0.0322556 | Time: 1629.36 ms [2022-04-11 17:47:46 main:574] : INFO : Epoch 1822 | loss: 0.0391411 | val_loss: 0.0321088 | Time: 1629.14 ms [2022-04-11 17:47:48 main:574] : INFO : Epoch 1823 | loss: 0.0338407 | val_loss: 0.0315194 | Time: 1636.25 ms [2022-04-11 17:47:49 main:574] : INFO : Epoch 1824 | loss: 0.0311827 | val_loss: 0.0306371 | Time: 1646.14 ms [2022-04-11 17:47:51 main:574] : INFO : Epoch 1825 | loss: 0.0305326 | val_loss: 0.030205 | Time: 1630.33 ms [2022-04-11 17:47:53 main:574] : INFO : Epoch 1826 | loss: 0.0292073 | val_loss: 0.025865 | Time: 1635.22 ms [2022-04-11 17:47:54 main:574] : INFO : Epoch 1827 | loss: 0.017909 | val_loss: 0.00782172 | Time: 1640.22 ms [2022-04-11 17:47:56 main:574] : INFO : Epoch 1828 | loss: 0.00623852 | val_loss: 0.00429704 | Time: 1632.4 ms [2022-04-11 17:47:57 main:574] : INFO : Epoch 1829 | loss: 0.00256059 | val_loss: 0.00130924 | Time: 1642.61 ms [2022-04-11 17:47:59 main:574] : INFO : Epoch 1830 | loss: 0.000862141 | val_loss: 0.000515806 | Time: 1634.35 ms [2022-04-11 17:48:01 main:574] : INFO : Epoch 1831 | loss: 0.000410093 | val_loss: 0.000303061 | Time: 1633.68 ms [2022-04-11 17:48:02 main:574] : INFO : Epoch 1832 | loss: 0.000279313 | val_loss: 0.000240217 | Time: 1640.41 ms [2022-04-11 17:48:04 main:574] : INFO : Epoch 1833 | loss: 0.000231955 | val_loss: 0.000210394 | Time: 1641.78 ms [2022-04-11 17:48:06 main:574] : INFO : Epoch 1834 | loss: 0.000206788 | val_loss: 0.00018668 | Time: 1628.61 ms [2022-04-11 17:48:07 main:574] : INFO : Epoch 1835 | loss: 0.000188673 | val_loss: 0.000172539 | Time: 1637.13 ms [2022-04-11 17:48:09 main:574] : INFO : Epoch 1836 | loss: 0.000177294 | val_loss: 0.000162878 | Time: 1633.13 ms [2022-04-11 17:48:11 main:574] : INFO : Epoch 1837 | loss: 0.000169421 | val_loss: 0.000155378 | Time: 1639.48 ms [2022-04-11 17:48:12 main:574] : INFO : Epoch 1838 | loss: 0.000161525 | val_loss: 0.000148337 | Time: 1637.41 ms [2022-04-11 17:48:14 main:574] : INFO : Epoch 1839 | loss: 0.000155799 | val_loss: 0.000142419 | Time: 1638.59 ms [2022-04-11 17:48:15 main:574] : INFO : Epoch 1840 | loss: 0.000149961 | val_loss: 0.000137646 | Time: 1625.47 ms [2022-04-11 17:48:17 main:574] : INFO : Epoch 1841 | loss: 0.000144491 | val_loss: 0.00013324 | Time: 1622.51 ms [2022-04-11 17:48:19 main:574] : INFO : Epoch 1842 | loss: 0.000139025 | val_loss: 0.000128186 | Time: 1634.66 ms [2022-04-11 17:48:20 main:574] : INFO : Epoch 1843 | loss: 0.000133045 | val_loss: 0.000120907 | Time: 1646.38 ms [2022-04-11 17:48:22 main:574] : INFO : Epoch 1844 | loss: 0.000126694 | val_loss: 0.000115746 | Time: 1641.73 ms [2022-04-11 17:48:24 main:574] : INFO : Epoch 1845 | loss: 0.000120105 | val_loss: 0.000110074 | Time: 1652.61 ms [2022-04-11 17:48:25 main:574] : INFO : Epoch 1846 | loss: 0.000114228 | val_loss: 0.000104985 | Time: 1663.75 ms [2022-04-11 17:48:27 main:574] : INFO : Epoch 1847 | loss: 0.000109456 | val_loss: 0.000101596 | Time: 1631.25 ms [2022-04-11 17:48:29 main:574] : INFO : Epoch 1848 | loss: 0.000105864 | val_loss: 9.93037e-05 | Time: 1631.72 ms [2022-04-11 17:48:30 main:574] : INFO : Epoch 1849 | loss: 0.000102799 | val_loss: 9.69524e-05 | Time: 1620.89 ms [2022-04-11 17:48:32 main:574] : INFO : Epoch 1850 | loss: 0.000100166 | val_loss: 9.45311e-05 | Time: 1643.37 ms [2022-04-11 17:48:34 main:574] : INFO : Epoch 1851 | loss: 9.76441e-05 | val_loss: 9.25102e-05 | Time: 1632.27 ms [2022-04-11 17:48:35 main:574] : INFO : Epoch 1852 | loss: 9.54083e-05 | val_loss: 9.06546e-05 | Time: 1640.4 ms [2022-04-11 17:48:37 main:574] : INFO : Epoch 1853 | loss: 9.38848e-05 | val_loss: 8.93617e-05 | Time: 1646.42 ms [2022-04-11 17:48:39 main:574] : INFO : Epoch 1854 | loss: 9.16298e-05 | val_loss: 8.75303e-05 | Time: 1647.32 ms [2022-04-11 17:48:40 main:574] : INFO : Epoch 1855 | loss: 8.96573e-05 | val_loss: 8.62683e-05 | Time: 1634.64 ms [2022-04-11 17:48:42 main:574] : INFO : Epoch 1856 | loss: 8.80169e-05 | val_loss: 8.48069e-05 | Time: 1649.24 ms [2022-04-11 17:48:43 main:574] : INFO : Epoch 1857 | loss: 8.64416e-05 | val_loss: 8.35911e-05 | Time: 1638.82 ms [2022-04-11 17:48:45 main:574] : INFO : Epoch 1858 | loss: 8.50526e-05 | val_loss: 8.21617e-05 | Time: 1639.87 ms [2022-04-11 17:48:47 main:574] : INFO : Epoch 1859 | loss: 8.37472e-05 | val_loss: 8.12242e-05 | Time: 1641.64 ms [2022-04-11 17:48:48 main:574] : INFO : Epoch 1860 | loss: 8.19914e-05 | val_loss: 8.00947e-05 | Time: 1645.2 ms [2022-04-11 17:48:50 main:574] : INFO : Epoch 1861 | loss: 8.08335e-05 | val_loss: 7.90406e-05 | Time: 1634.55 ms [2022-04-11 17:48:52 main:574] : INFO : Epoch 1862 | loss: 7.96332e-05 | val_loss: 7.85885e-05 | Time: 1637.8 ms [2022-04-11 17:48:53 main:574] : INFO : Epoch 1863 | loss: 7.86093e-05 | val_loss: 7.76337e-05 | Time: 1644.42 ms [2022-04-11 17:48:55 main:574] : INFO : Epoch 1864 | loss: 7.77657e-05 | val_loss: 7.72335e-05 | Time: 1637.27 ms [2022-04-11 17:48:57 main:574] : INFO : Epoch 1865 | loss: 7.71214e-05 | val_loss: 7.6723e-05 | Time: 1642.16 ms [2022-04-11 17:48:58 main:574] : INFO : Epoch 1866 | loss: 7.64122e-05 | val_loss: 7.56911e-05 | Time: 1639.85 ms [2022-04-11 17:49:00 main:574] : INFO : Epoch 1867 | loss: 7.54033e-05 | val_loss: 7.54259e-05 | Time: 1650.12 ms [2022-04-11 17:49:02 main:574] : INFO : Epoch 1868 | loss: 7.47209e-05 | val_loss: 7.45468e-05 | Time: 1647.98 ms [2022-04-11 17:49:03 main:574] : INFO : Epoch 1869 | loss: 7.39799e-05 | val_loss: 7.34734e-05 | Time: 1633.17 ms [2022-04-11 17:49:05 main:574] : INFO : Epoch 1870 | loss: 7.26076e-05 | val_loss: 7.19154e-05 | Time: 1634.73 ms [2022-04-11 17:49:06 main:574] : INFO : Epoch 1871 | loss: 6.99193e-05 | val_loss: 6.89187e-05 | Time: 1631.72 ms [2022-04-11 17:49:08 main:574] : INFO : Epoch 1872 | loss: 6.74705e-05 | val_loss: 6.67987e-05 | Time: 1641.49 ms [2022-04-11 17:49:10 main:574] : INFO : Epoch 1873 | loss: 6.53668e-05 | val_loss: 6.53295e-05 | Time: 1637.38 ms [2022-04-11 17:49:11 main:574] : INFO : Epoch 1874 | loss: 6.40413e-05 | val_loss: 6.46375e-05 | Time: 1645.23 ms [2022-04-11 17:49:13 main:574] : INFO : Epoch 1875 | loss: 6.31149e-05 | val_loss: 6.36316e-05 | Time: 1639.54 ms [2022-04-11 17:49:15 main:574] : INFO : Epoch 1876 | loss: 6.2146e-05 | val_loss: 6.30922e-05 | Time: 1635.12 ms [2022-04-11 17:49:16 main:574] : INFO : Epoch 1877 | loss: 6.15356e-05 | val_loss: 6.33123e-05 | Time: 1638.05 ms [2022-04-11 17:49:18 main:574] : INFO : Epoch 1878 | loss: 6.0591e-05 | val_loss: 6.16661e-05 | Time: 1642.81 ms [2022-04-11 17:49:20 main:574] : INFO : Epoch 1879 | loss: 5.96228e-05 | val_loss: 6.09573e-05 | Time: 1631.57 ms [2022-04-11 17:49:21 main:574] : INFO : Epoch 1880 | loss: 5.8492e-05 | val_loss: 5.94629e-05 | Time: 1639.53 ms [2022-04-11 17:49:23 main:574] : INFO : Epoch 1881 | loss: 5.86179e-05 | val_loss: 5.89482e-05 | Time: 1637.72 ms [2022-04-11 17:49:25 main:574] : INFO : Epoch 1882 | loss: 5.87949e-05 | val_loss: 6.90107e-05 | Time: 1639.61 ms [2022-04-11 17:49:26 main:574] : INFO : Epoch 1883 | loss: 6.83022e-05 | val_loss: 6.24554e-05 | Time: 1627.15 ms [2022-04-11 17:49:28 main:574] : INFO : Epoch 1884 | loss: 5.65785e-05 | val_loss: 5.73803e-05 | Time: 1645.94 ms [2022-04-11 17:49:30 main:574] : INFO : Epoch 1885 | loss: 5.45798e-05 | val_loss: 5.59251e-05 | Time: 1637.19 ms [2022-04-11 17:49:31 main:574] : INFO : Epoch 1886 | loss: 6.21627e-05 | val_loss: 7.6317e-05 | Time: 1643.1 ms [2022-04-11 17:49:33 main:574] : INFO : Epoch 1887 | loss: 5.85568e-05 | val_loss: 5.44883e-05 | Time: 1635.41 ms [2022-04-11 17:49:34 main:574] : INFO : Epoch 1888 | loss: 5.37837e-05 | val_loss: 5.62498e-05 | Time: 1647 ms [2022-04-11 17:49:36 main:574] : INFO : Epoch 1889 | loss: 5.24884e-05 | val_loss: 5.29498e-05 | Time: 1638.39 ms [2022-04-11 17:49:38 main:574] : INFO : Epoch 1890 | loss: 5.05862e-05 | val_loss: 5.2388e-05 | Time: 1640.16 ms [2022-04-11 17:49:39 main:574] : INFO : Epoch 1891 | loss: 5.04281e-05 | val_loss: 5.46842e-05 | Time: 1616.91 ms [2022-04-11 17:49:41 main:574] : INFO : Epoch 1892 | loss: 7.86565e-05 | val_loss: 5.62605e-05 | Time: 1637.32 ms [2022-04-11 17:49:43 main:574] : INFO : Epoch 1893 | loss: 5.53362e-05 | val_loss: 5.40892e-05 | Time: 1634.19 ms [2022-04-11 17:49:44 main:574] : INFO : Epoch 1894 | loss: 4.85494e-05 | val_loss: 4.93496e-05 | Time: 1637.38 ms [2022-04-11 17:49:46 main:574] : INFO : Epoch 1895 | loss: 4.68361e-05 | val_loss: 4.80918e-05 | Time: 1643.65 ms [2022-04-11 17:49:48 main:574] : INFO : Epoch 1896 | loss: 4.57894e-05 | val_loss: 4.73943e-05 | Time: 1632 ms [2022-04-11 17:49:49 main:574] : INFO : Epoch 1897 | loss: 4.49336e-05 | val_loss: 4.6194e-05 | Time: 1634.35 ms [2022-04-11 17:49:51 main:574] : INFO : Epoch 1898 | loss: 4.40734e-05 | val_loss: 4.54969e-05 | Time: 1638.63 ms [2022-04-11 17:49:53 main:574] : INFO : Epoch 1899 | loss: 4.30781e-05 | val_loss: 4.59179e-05 | Time: 1636.75 ms [2022-04-11 17:49:54 main:574] : INFO : Epoch 1900 | loss: 5.09751e-05 | val_loss: 7.67829e-05 | Time: 1642.44 ms [2022-04-11 17:49:56 main:574] : INFO : Epoch 1901 | loss: 5.73274e-05 | val_loss: 4.29328e-05 | Time: 1634.22 ms [2022-04-11 17:49:57 main:574] : INFO : Epoch 1902 | loss: 4.23671e-05 | val_loss: 4.31426e-05 | Time: 1642.46 ms [2022-04-11 17:49:59 main:574] : INFO : Epoch 1903 | loss: 4.07875e-05 | val_loss: 4.28092e-05 | Time: 1639.69 ms [2022-04-11 17:50:01 main:574] : INFO : Epoch 1904 | loss: 3.98548e-05 | val_loss: 4.08288e-05 | Time: 1649.16 ms [2022-04-11 17:50:02 main:574] : INFO : Epoch 1905 | loss: 4.05214e-05 | val_loss: 4.18295e-05 | Time: 1634.22 ms [2022-04-11 17:50:04 main:574] : INFO : Epoch 1906 | loss: 3.84584e-05 | val_loss: 4.31005e-05 | Time: 1640.35 ms [2022-04-11 17:50:06 main:574] : INFO : Epoch 1907 | loss: 5.62654e-05 | val_loss: 4.00135e-05 | Time: 1636.53 ms [2022-04-11 17:50:07 main:574] : INFO : Epoch 1908 | loss: 4.14402e-05 | val_loss: 3.86904e-05 | Time: 1643.4 ms [2022-04-11 17:50:09 main:574] : INFO : Epoch 1909 | loss: 3.67346e-05 | val_loss: 3.78569e-05 | Time: 1646.08 ms [2022-04-11 17:50:11 main:574] : INFO : Epoch 1910 | loss: 3.55404e-05 | val_loss: 3.77091e-05 | Time: 1638.75 ms [2022-04-11 17:50:12 main:574] : INFO : Epoch 1911 | loss: 3.48955e-05 | val_loss: 3.68837e-05 | Time: 1639.06 ms [2022-04-11 17:50:14 main:574] : INFO : Epoch 1912 | loss: 3.50636e-05 | val_loss: 4.56141e-05 | Time: 1637.22 ms [2022-04-11 17:50:16 main:574] : INFO : Epoch 1913 | loss: 8.63317e-05 | val_loss: 4.12732e-05 | Time: 1641.81 ms [2022-04-11 17:50:17 main:574] : INFO : Epoch 1914 | loss: 4.14167e-05 | val_loss: 3.99793e-05 | Time: 1639.08 ms [2022-04-11 17:50:19 main:574] : INFO : Epoch 1915 | loss: 3.43231e-05 | val_loss: 3.53093e-05 | Time: 1640.25 ms [2022-04-11 17:50:20 main:574] : INFO : Epoch 1916 | loss: 3.26948e-05 | val_loss: 3.50941e-05 | Time: 1638.43 ms [2022-04-11 17:50:22 main:574] : INFO : Epoch 1917 | loss: 3.24212e-05 | val_loss: 3.56205e-05 | Time: 1645.48 ms [2022-04-11 17:50:24 main:574] : INFO : Epoch 1918 | loss: 3.24274e-05 | val_loss: 3.4363e-05 | Time: 1639.73 ms [2022-04-11 17:50:25 main:574] : INFO : Epoch 1919 | loss: 3.15958e-05 | val_loss: 3.37284e-05 | Time: 1631.84 ms [2022-04-11 17:50:27 main:574] : INFO : Epoch 1920 | loss: 3.1168e-05 | val_loss: 3.34347e-05 | Time: 1647.29 ms [2022-04-11 17:50:29 main:574] : INFO : Epoch 1921 | loss: 3.05924e-05 | val_loss: 3.29516e-05 | Time: 1628.82 ms [2022-04-11 17:50:30 main:574] : INFO : Epoch 1922 | loss: 3.0224e-05 | val_loss: 3.37362e-05 | Time: 1640.05 ms [2022-04-11 17:50:32 main:574] : INFO : Epoch 1923 | loss: 6.10134e-05 | val_loss: 4.08309e-05 | Time: 1628.17 ms [2022-04-11 17:50:34 main:574] : INFO : Epoch 1924 | loss: 3.81039e-05 | val_loss: 3.74599e-05 | Time: 1676.9 ms [2022-04-11 17:50:35 main:574] : INFO : Epoch 1925 | loss: 3.11319e-05 | val_loss: 3.34928e-05 | Time: 1633.81 ms [2022-04-11 17:50:37 main:574] : INFO : Epoch 1926 | loss: 2.9726e-05 | val_loss: 3.20295e-05 | Time: 1636.48 ms [2022-04-11 17:50:39 main:574] : INFO : Epoch 1927 | loss: 2.9088e-05 | val_loss: 3.16665e-05 | Time: 1633.14 ms [2022-04-11 17:50:40 main:574] : INFO : Epoch 1928 | loss: 2.86576e-05 | val_loss: 3.13118e-05 | Time: 1642.38 ms [2022-04-11 17:50:42 main:574] : INFO : Epoch 1929 | loss: 2.83134e-05 | val_loss: 3.13139e-05 | Time: 1623.99 ms [2022-04-11 17:50:44 main:574] : INFO : Epoch 1930 | loss: 3.2372e-05 | val_loss: 3.78476e-05 | Time: 1637.39 ms [2022-04-11 17:50:45 main:574] : INFO : Epoch 1931 | loss: 2.97115e-05 | val_loss: 3.14455e-05 | Time: 1636.29 ms [2022-04-11 17:50:47 main:574] : INFO : Epoch 1932 | loss: 4.78593e-05 | val_loss: 4.04914e-05 | Time: 1637.46 ms [2022-04-11 17:50:48 main:574] : INFO : Epoch 1933 | loss: 3.16503e-05 | val_loss: 3.04313e-05 | Time: 1636.38 ms [2022-04-11 17:50:50 main:574] : INFO : Epoch 1934 | loss: 2.81611e-05 | val_loss: 3.03657e-05 | Time: 1634.19 ms [2022-04-11 17:50:52 main:574] : INFO : Epoch 1935 | loss: 2.73719e-05 | val_loss: 2.96489e-05 | Time: 1635.43 ms [2022-04-11 17:50:53 main:574] : INFO : Epoch 1936 | loss: 2.73981e-05 | val_loss: 2.92945e-05 | Time: 1647.15 ms [2022-04-11 17:50:55 main:574] : INFO : Epoch 1937 | loss: 2.64927e-05 | val_loss: 3.06147e-05 | Time: 1639.39 ms [2022-04-11 17:50:57 main:574] : INFO : Epoch 1938 | loss: 4.5251e-05 | val_loss: 5.1952e-05 | Time: 1640.09 ms [2022-04-11 17:50:58 main:574] : INFO : Epoch 1939 | loss: 3.28691e-05 | val_loss: 3.08849e-05 | Time: 1632.32 ms [2022-04-11 17:51:00 main:574] : INFO : Epoch 1940 | loss: 2.66076e-05 | val_loss: 2.64424e-05 | Time: 1652.33 ms [2022-04-11 17:51:02 main:574] : INFO : Epoch 1941 | loss: 2.55082e-05 | val_loss: 2.92083e-05 | Time: 1636.47 ms [2022-04-11 17:51:03 main:574] : INFO : Epoch 1942 | loss: 2.54873e-05 | val_loss: 2.29149e-05 | Time: 1649.33 ms [2022-04-11 17:51:05 main:574] : INFO : Epoch 1943 | loss: 2.17544e-05 | val_loss: 2.1886e-05 | Time: 1631.82 ms [2022-04-11 17:51:07 main:574] : INFO : Epoch 1944 | loss: 2.08237e-05 | val_loss: 2.11073e-05 | Time: 1639.62 ms [2022-04-11 17:51:08 main:574] : INFO : Epoch 1945 | loss: 2.71762e-05 | val_loss: 6.55828e-05 | Time: 1633.54 ms [2022-04-11 17:51:10 main:574] : INFO : Epoch 1946 | loss: 4.76329e-05 | val_loss: 3.18273e-05 | Time: 1631.5 ms [2022-04-11 17:51:11 main:574] : INFO : Epoch 1947 | loss: 2.4128e-05 | val_loss: 2.26992e-05 | Time: 1636.3 ms [2022-04-11 17:51:13 main:574] : INFO : Epoch 1948 | loss: 2.10487e-05 | val_loss: 2.18076e-05 | Time: 1639.76 ms [2022-04-11 17:51:15 main:574] : INFO : Epoch 1949 | loss: 2.14104e-05 | val_loss: 2.16048e-05 | Time: 1624.44 ms [2022-04-11 17:51:16 main:574] : INFO : Epoch 1950 | loss: 2.01904e-05 | val_loss: 2.05179e-05 | Time: 1645.85 ms [2022-04-11 17:51:18 main:574] : INFO : Epoch 1951 | loss: 1.9707e-05 | val_loss: 2.0177e-05 | Time: 1634.7 ms [2022-04-11 17:51:20 main:574] : INFO : Epoch 1952 | loss: 1.93798e-05 | val_loss: 2.04812e-05 | Time: 1643.06 ms [2022-04-11 17:51:21 main:574] : INFO : Epoch 1953 | loss: 1.99837e-05 | val_loss: 2.13717e-05 | Time: 1636.92 ms [2022-04-11 17:51:23 main:574] : INFO : Epoch 1954 | loss: 1.96547e-05 | val_loss: 1.99121e-05 | Time: 1632.41 ms [2022-04-11 17:51:25 main:574] : INFO : Epoch 1955 | loss: 2.02238e-05 | val_loss: 2.95328e-05 | Time: 1638.44 ms [2022-04-11 17:51:26 main:574] : INFO : Epoch 1956 | loss: 5.89034e-05 | val_loss: 3.42919e-05 | Time: 1646.86 ms [2022-04-11 17:51:28 main:574] : INFO : Epoch 1957 | loss: 2.49112e-05 | val_loss: 1.99462e-05 | Time: 1634.89 ms [2022-04-11 17:51:30 main:574] : INFO : Epoch 1958 | loss: 2.00699e-05 | val_loss: 2.0449e-05 | Time: 1633.84 ms [2022-04-11 17:51:31 main:574] : INFO : Epoch 1959 | loss: 1.89887e-05 | val_loss: 1.98591e-05 | Time: 1641.97 ms [2022-04-11 17:51:33 main:574] : INFO : Epoch 1960 | loss: 1.86379e-05 | val_loss: 1.94442e-05 | Time: 1633.24 ms [2022-04-11 17:51:34 main:574] : INFO : Epoch 1961 | loss: 1.84207e-05 | val_loss: 1.97132e-05 | Time: 1642.71 ms [2022-04-11 17:51:36 main:574] : INFO : Epoch 1962 | loss: 1.82827e-05 | val_loss: 1.93324e-05 | Time: 1643.64 ms [2022-04-11 17:51:38 main:574] : INFO : Epoch 1963 | loss: 1.82665e-05 | val_loss: 1.93873e-05 | Time: 1634.3 ms [2022-04-11 17:51:39 main:574] : INFO : Epoch 1964 | loss: 1.8152e-05 | val_loss: 1.92913e-05 | Time: 1636.61 ms [2022-04-11 17:51:41 main:574] : INFO : Epoch 1965 | loss: 1.88535e-05 | val_loss: 2.0035e-05 | Time: 1635.24 ms [2022-04-11 17:51:43 main:574] : INFO : Epoch 1966 | loss: 1.83025e-05 | val_loss: 2.00353e-05 | Time: 1635.92 ms [2022-04-11 17:51:44 main:574] : INFO : Epoch 1967 | loss: 5.05407e-05 | val_loss: 5.85171e-05 | Time: 1654.73 ms [2022-04-11 17:51:46 main:574] : INFO : Epoch 1968 | loss: 3.14401e-05 | val_loss: 2.64212e-05 | Time: 1638.85 ms [2022-04-11 17:51:48 main:574] : INFO : Epoch 1969 | loss: 2.0798e-05 | val_loss: 2.08317e-05 | Time: 1634.58 ms [2022-04-11 17:51:49 main:574] : INFO : Epoch 1970 | loss: 1.83619e-05 | val_loss: 1.90971e-05 | Time: 1637.69 ms [2022-04-11 17:51:51 main:574] : INFO : Epoch 1971 | loss: 1.78002e-05 | val_loss: 1.88105e-05 | Time: 1637.68 ms [2022-04-11 17:51:53 main:574] : INFO : Epoch 1972 | loss: 1.75918e-05 | val_loss: 1.84881e-05 | Time: 1638.32 ms [2022-04-11 17:51:54 main:574] : INFO : Epoch 1973 | loss: 1.76392e-05 | val_loss: 1.85476e-05 | Time: 1643.87 ms [2022-04-11 17:51:56 main:574] : INFO : Epoch 1974 | loss: 1.76145e-05 | val_loss: 1.83721e-05 | Time: 1626.26 ms [2022-04-11 17:51:57 main:574] : INFO : Epoch 1975 | loss: 1.78148e-05 | val_loss: 1.82703e-05 | Time: 1638.11 ms [2022-04-11 17:51:59 main:574] : INFO : Epoch 1976 | loss: 1.75816e-05 | val_loss: 1.91181e-05 | Time: 1645.6 ms [2022-04-11 17:52:01 main:574] : INFO : Epoch 1977 | loss: 2.66584e-05 | val_loss: 4.70387e-05 | Time: 1635.38 ms [2022-04-11 17:52:02 main:574] : INFO : Epoch 1978 | loss: 2.57692e-05 | val_loss: 1.79557e-05 | Time: 1639.96 ms [2022-04-11 17:52:04 main:574] : INFO : Epoch 1979 | loss: 1.75997e-05 | val_loss: 1.79226e-05 | Time: 1648.94 ms [2022-04-11 17:52:06 main:574] : INFO : Epoch 1980 | loss: 1.71361e-05 | val_loss: 1.81567e-05 | Time: 1650.65 ms [2022-04-11 17:52:07 main:574] : INFO : Epoch 1981 | loss: 1.71864e-05 | val_loss: 1.87378e-05 | Time: 1639.41 ms [2022-04-11 17:52:09 main:574] : INFO : Epoch 1982 | loss: 1.74157e-05 | val_loss: 1.8224e-05 | Time: 1632.23 ms [2022-04-11 17:52:11 main:574] : INFO : Epoch 1983 | loss: 5.19648e-05 | val_loss: 6.56341e-05 | Time: 1642.19 ms [2022-04-11 17:52:12 main:574] : INFO : Epoch 1984 | loss: 3.33358e-05 | val_loss: 2.21814e-05 | Time: 1632.58 ms [2022-04-11 17:52:14 main:574] : INFO : Epoch 1985 | loss: 1.94714e-05 | val_loss: 1.86607e-05 | Time: 1633.49 ms [2022-04-11 17:52:16 main:574] : INFO : Epoch 1986 | loss: 1.73766e-05 | val_loss: 1.74841e-05 | Time: 1638.15 ms [2022-04-11 17:52:17 main:574] : INFO : Epoch 1987 | loss: 1.68191e-05 | val_loss: 1.74738e-05 | Time: 1640.68 ms [2022-04-11 17:52:19 main:574] : INFO : Epoch 1988 | loss: 1.67255e-05 | val_loss: 1.75323e-05 | Time: 1634.11 ms [2022-04-11 17:52:21 main:574] : INFO : Epoch 1989 | loss: 1.65844e-05 | val_loss: 1.71893e-05 | Time: 1631.45 ms [2022-04-11 17:52:22 main:574] : INFO : Epoch 1990 | loss: 1.66046e-05 | val_loss: 1.74761e-05 | Time: 1645.2 ms [2022-04-11 17:52:24 main:574] : INFO : Epoch 1991 | loss: 1.65765e-05 | val_loss: 1.72621e-05 | Time: 1638.07 ms [2022-04-11 17:52:25 main:574] : INFO : Epoch 1992 | loss: 1.64634e-05 | val_loss: 1.72032e-05 | Time: 1629.26 ms [2022-04-11 17:52:27 main:574] : INFO : Epoch 1993 | loss: 2.11936e-05 | val_loss: 4.72802e-05 | Time: 1636.76 ms [2022-04-11 17:52:29 main:574] : INFO : Epoch 1994 | loss: 4.22884e-05 | val_loss: 2.27734e-05 | Time: 1634.76 ms [2022-04-11 17:52:30 main:574] : INFO : Epoch 1995 | loss: 1.98006e-05 | val_loss: 1.7137e-05 | Time: 1636.15 ms [2022-04-11 17:52:32 main:574] : INFO : Epoch 1996 | loss: 1.69135e-05 | val_loss: 1.70798e-05 | Time: 1642.96 ms [2022-04-11 17:52:34 main:574] : INFO : Epoch 1997 | loss: 1.65317e-05 | val_loss: 1.73043e-05 | Time: 1632.71 ms [2022-04-11 17:52:35 main:574] : INFO : Epoch 1998 | loss: 1.64514e-05 | val_loss: 1.68958e-05 | Time: 1645.36 ms [2022-04-11 17:52:37 main:574] : INFO : Epoch 1999 | loss: 1.63403e-05 | val_loss: 1.71961e-05 | Time: 1636.66 ms [2022-04-11 17:52:39 main:574] : INFO : Epoch 2000 | loss: 1.63345e-05 | val_loss: 1.68867e-05 | Time: 1636.47 ms [2022-04-11 17:52:40 main:574] : INFO : Epoch 2001 | loss: 1.73968e-05 | val_loss: 2.62651e-05 | Time: 1628.67 ms [2022-04-11 17:52:42 main:574] : INFO : Epoch 2002 | loss: 5.37043e-05 | val_loss: 3.21731e-05 | Time: 1643.59 ms [2022-04-11 17:52:44 main:574] : INFO : Epoch 2003 | loss: 2.35468e-05 | val_loss: 1.97625e-05 | Time: 1633.27 ms [2022-04-11 17:52:45 main:574] : INFO : Epoch 2004 | loss: 1.73187e-05 | val_loss: 1.69422e-05 | Time: 1639.36 ms [2022-04-11 17:52:47 main:574] : INFO : Epoch 2005 | loss: 1.62525e-05 | val_loss: 1.69876e-05 | Time: 1627.17 ms [2022-04-11 17:52:48 main:574] : INFO : Epoch 2006 | loss: 1.61944e-05 | val_loss: 1.64952e-05 | Time: 1636.63 ms [2022-04-11 17:52:50 main:574] : INFO : Epoch 2007 | loss: 1.59816e-05 | val_loss: 1.6445e-05 | Time: 1638.69 ms [2022-04-11 17:52:52 main:574] : INFO : Epoch 2008 | loss: 1.64777e-05 | val_loss: 2.03081e-05 | Time: 1635.63 ms [2022-04-11 17:52:53 main:574] : INFO : Epoch 2009 | loss: 3.22703e-05 | val_loss: 1.65546e-05 | Time: 1641.26 ms [2022-04-11 17:52:55 main:574] : INFO : Epoch 2010 | loss: 1.88857e-05 | val_loss: 1.84392e-05 | Time: 1643.67 ms [2022-04-11 17:52:57 main:574] : INFO : Epoch 2011 | loss: 1.66311e-05 | val_loss: 1.67271e-05 | Time: 1641.07 ms [2022-04-11 17:52:58 main:574] : INFO : Epoch 2012 | loss: 1.58827e-05 | val_loss: 1.62804e-05 | Time: 1634.53 ms [2022-04-11 17:53:00 main:574] : INFO : Epoch 2013 | loss: 1.57807e-05 | val_loss: 1.63254e-05 | Time: 1644.08 ms [2022-04-11 17:53:02 main:574] : INFO : Epoch 2014 | loss: 1.57856e-05 | val_loss: 1.63275e-05 | Time: 1633.94 ms [2022-04-11 17:53:03 main:574] : INFO : Epoch 2015 | loss: 1.61972e-05 | val_loss: 1.87748e-05 | Time: 1639.45 ms [2022-04-11 17:53:05 main:574] : INFO : Epoch 2016 | loss: 4.31181e-05 | val_loss: 2.00028e-05 | Time: 1650.35 ms [2022-04-11 17:53:07 main:574] : INFO : Epoch 2017 | loss: 4.84623e-05 | val_loss: 2.17923e-05 | Time: 1633.77 ms [2022-04-11 17:53:08 main:574] : INFO : Epoch 2018 | loss: 2.1623e-05 | val_loss: 1.86476e-05 | Time: 1633.66 ms [2022-04-11 17:53:10 main:574] : INFO : Epoch 2019 | loss: 1.6668e-05 | val_loss: 1.67781e-05 | Time: 1644.19 ms [2022-04-11 17:53:11 main:574] : INFO : Epoch 2020 | loss: 1.6367e-05 | val_loss: 1.63834e-05 | Time: 1628.68 ms [2022-04-11 17:53:13 main:574] : INFO : Epoch 2021 | loss: 1.6196e-05 | val_loss: 2.00048e-05 | Time: 1655.76 ms [2022-04-11 17:53:15 main:574] : INFO : Epoch 2022 | loss: 4.22031e-05 | val_loss: 3.47098e-05 | Time: 1640.17 ms [2022-04-11 17:53:16 main:574] : INFO : Epoch 2023 | loss: 2.13121e-05 | val_loss: 1.96078e-05 | Time: 1636.19 ms [2022-04-11 17:53:18 main:574] : INFO : Epoch 2024 | loss: 1.66398e-05 | val_loss: 1.66148e-05 | Time: 1635.94 ms [2022-04-11 17:53:20 main:574] : INFO : Epoch 2025 | loss: 1.57151e-05 | val_loss: 1.60448e-05 | Time: 1644.16 ms [2022-04-11 17:53:21 main:574] : INFO : Epoch 2026 | loss: 1.56104e-05 | val_loss: 1.5995e-05 | Time: 1637.1 ms [2022-04-11 17:53:23 main:574] : INFO : Epoch 2027 | loss: 1.55891e-05 | val_loss: 1.59235e-05 | Time: 1640.44 ms [2022-04-11 17:53:25 main:574] : INFO : Epoch 2028 | loss: 1.54176e-05 | val_loss: 1.57879e-05 | Time: 1633.56 ms [2022-04-11 17:53:26 main:574] : INFO : Epoch 2029 | loss: 1.53955e-05 | val_loss: 1.57897e-05 | Time: 1641.99 ms [2022-04-11 17:53:28 main:574] : INFO : Epoch 2030 | loss: 1.54978e-05 | val_loss: 1.57668e-05 | Time: 1640.04 ms [2022-04-11 17:53:30 main:574] : INFO : Epoch 2031 | loss: 1.53228e-05 | val_loss: 1.57825e-05 | Time: 1646.33 ms [2022-04-11 17:53:31 main:574] : INFO : Epoch 2032 | loss: 1.53906e-05 | val_loss: 1.60341e-05 | Time: 1636.19 ms [2022-04-11 17:53:33 main:574] : INFO : Epoch 2033 | loss: 4.38194e-05 | val_loss: 0.000142884 | Time: 1643.82 ms [2022-04-11 17:53:35 main:574] : INFO : Epoch 2034 | loss: 4.47818e-05 | val_loss: 1.9788e-05 | Time: 1632.96 ms [2022-04-11 17:53:36 main:574] : INFO : Epoch 2035 | loss: 1.96889e-05 | val_loss: 1.93008e-05 | Time: 1632.62 ms [2022-04-11 17:53:38 main:574] : INFO : Epoch 2036 | loss: 2.74885e-05 | val_loss: 2.19467e-05 | Time: 1650.19 ms [2022-04-11 17:53:39 main:574] : INFO : Epoch 2037 | loss: 1.73243e-05 | val_loss: 1.60194e-05 | Time: 1634.63 ms [2022-04-11 17:53:41 main:574] : INFO : Epoch 2038 | loss: 1.56596e-05 | val_loss: 1.5818e-05 | Time: 1644.07 ms [2022-04-11 17:53:43 main:574] : INFO : Epoch 2039 | loss: 1.52688e-05 | val_loss: 1.57085e-05 | Time: 1637.41 ms [2022-04-11 17:53:44 main:574] : INFO : Epoch 2040 | loss: 1.52409e-05 | val_loss: 1.55599e-05 | Time: 1644.71 ms [2022-04-11 17:53:46 main:574] : INFO : Epoch 2041 | loss: 1.51767e-05 | val_loss: 1.55311e-05 | Time: 1625.36 ms [2022-04-11 17:53:48 main:574] : INFO : Epoch 2042 | loss: 1.5157e-05 | val_loss: 1.56947e-05 | Time: 1618.74 ms [2022-04-11 17:53:49 main:574] : INFO : Epoch 2043 | loss: 1.51643e-05 | val_loss: 1.55281e-05 | Time: 1640.85 ms [2022-04-11 17:53:51 main:574] : INFO : Epoch 2044 | loss: 1.51502e-05 | val_loss: 1.55016e-05 | Time: 1629.99 ms [2022-04-11 17:53:53 main:574] : INFO : Epoch 2045 | loss: 1.54204e-05 | val_loss: 1.60713e-05 | Time: 1634.51 ms [2022-04-11 17:53:54 main:574] : INFO : Epoch 2046 | loss: 1.55998e-05 | val_loss: 1.6194e-05 | Time: 1638.52 ms [2022-04-11 17:53:56 main:574] : INFO : Epoch 2047 | loss: 1.71599e-05 | val_loss: 1.85246e-05 | Time: 1640.53 ms [2022-04-11 17:53:58 main:574] : INFO : Epoch 2048 | loss: 2.10117e-05 | val_loss: 2.05815e-05 | Time: 1632.68 ms [2022-04-11 17:53:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.05815e-05 [2022-04-11 17:53:58 main:603] : INFO : Saving end state to config to file [2022-04-11 17:53:58 main:608] : INFO : Success, exiting.. 17:53:58 (31752): 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)