Task 5172894
| Name | ParityMachine-1619578933-13153-2_0 |
| Workunit | 3108401 |
| Created | 10 May 2021, 11:23:09 UTC |
| Sent | 19 May 2021, 17:34:59 UTC |
| Report deadline | 26 May 2021, 17:34:59 UTC |
| Received | 21 May 2021, 7:32:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12343 |
| Run time | 53 min 34 sec |
| CPU time | 53 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 54.50 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.17.0</core_client_version> <![CDATA[ <stderr_txt> 2.05914e-06 | val_loss: 1.7402e-06 | Time: 1513.1 ms [2021-05-21 09:19:39 main:581] : INFO : Epoch 1554 | loss: 1.48045e-06 | val_loss: 1.21583e-06 | Time: 1527.8 ms [2021-05-21 09:19:41 main:581] : INFO : Epoch 1555 | loss: 1.3062e-06 | val_loss: 2.02568e-06 | Time: 1637.26 ms [2021-05-21 09:19:42 main:581] : INFO : Epoch 1556 | loss: 3.19044e-06 | val_loss: 2.17181e-06 | Time: 1574.39 ms [2021-05-21 09:19:44 main:581] : INFO : Epoch 1557 | loss: 6.13689e-07 | val_loss: 6.4313e-07 | Time: 1488.47 ms [2021-05-21 09:19:45 main:581] : INFO : Epoch 1558 | loss: 3.97962e-07 | val_loss: 2.71236e-07 | Time: 1545.89 ms [2021-05-21 09:19:47 main:581] : INFO : Epoch 1559 | loss: 5.14461e-07 | val_loss: 1.74367e-06 | Time: 1480.95 ms [2021-05-21 09:19:48 main:581] : INFO : Epoch 1560 | loss: 1.04498e-05 | val_loss: 9.8243e-06 | Time: 1658.17 ms [2021-05-21 09:19:50 main:581] : INFO : Epoch 1561 | loss: 7.36367e-06 | val_loss: 1.14496e-06 | Time: 1583.98 ms [2021-05-21 09:19:52 main:581] : INFO : Epoch 1562 | loss: 1.11707e-06 | val_loss: 2.85911e-07 | Time: 1620.24 ms [2021-05-21 09:19:53 main:581] : INFO : Epoch 1563 | loss: 3.45855e-07 | val_loss: 2.75659e-07 | Time: 1652.11 ms [2021-05-21 09:19:55 main:581] : INFO : Epoch 1564 | loss: 1.86037e-07 | val_loss: 1.95905e-07 | Time: 1540.06 ms [2021-05-21 09:19:56 main:581] : INFO : Epoch 1565 | loss: 1.407e-07 | val_loss: 1.47314e-07 | Time: 1553.32 ms [2021-05-21 09:19:58 main:581] : INFO : Epoch 1566 | loss: 2.10033e-07 | val_loss: 5.89465e-07 | Time: 1704.81 ms [2021-05-21 09:20:00 main:581] : INFO : Epoch 1567 | loss: 6.24921e-06 | val_loss: 1.3271e-05 | Time: 1655.73 ms [2021-05-21 09:20:01 main:581] : INFO : Epoch 1568 | loss: 4.13215e-06 | val_loss: 1.73402e-06 | Time: 1623.62 ms [2021-05-21 09:20:03 main:581] : INFO : Epoch 1569 | loss: 7.04384e-07 | val_loss: 3.189e-07 | Time: 1689.77 ms [2021-05-21 09:20:05 main:581] : INFO : Epoch 1570 | loss: 2.54007e-07 | val_loss: 1.93456e-07 | Time: 1733.14 ms [2021-05-21 09:20:06 main:581] : INFO : Epoch 1571 | loss: 3.50801e-07 | val_loss: 1.14502e-06 | Time: 1696.1 ms [2021-05-21 09:20:08 main:581] : INFO : Epoch 1572 | loss: 8.10539e-06 | val_loss: 4.8744e-06 | Time: 1488.41 ms [2021-05-21 09:20:10 main:581] : INFO : Epoch 1573 | loss: 3.46725e-06 | val_loss: 1.59924e-06 | Time: 1546.19 ms [2021-05-21 09:20:11 main:581] : INFO : Epoch 1574 | loss: 8.47893e-07 | val_loss: 1.77085e-07 | Time: 1598.91 ms [2021-05-21 09:20:13 main:581] : INFO : Epoch 1575 | loss: 2.34029e-07 | val_loss: 1.58485e-07 | Time: 1652.77 ms [2021-05-21 09:20:14 main:581] : INFO : Epoch 1576 | loss: 1.3001e-07 | val_loss: 1.52772e-07 | Time: 1521.85 ms [2021-05-21 09:20:16 main:581] : INFO : Epoch 1577 | loss: 1.74362e-07 | val_loss: 3.00043e-07 | Time: 1628 ms [2021-05-21 09:20:18 main:581] : INFO : Epoch 1578 | loss: 1.07724e-06 | val_loss: 4.12782e-06 | Time: 1654.96 ms [2021-05-21 09:20:19 main:581] : INFO : Epoch 1579 | loss: 7.83801e-06 | val_loss: 4.26945e-06 | Time: 1698.87 ms [2021-05-21 09:20:21 main:581] : INFO : Epoch 1580 | loss: 2.23729e-06 | val_loss: 1.63503e-06 | Time: 1784.66 ms [2021-05-21 09:20:23 main:581] : INFO : Epoch 1581 | loss: 1.05747e-06 | val_loss: 2.52991e-07 | Time: 1575.32 ms [2021-05-21 09:20:24 main:581] : INFO : Epoch 1582 | loss: 1.81222e-07 | val_loss: 1.65295e-07 | Time: 1599.76 ms [2021-05-21 09:20:26 main:581] : INFO : Epoch 1583 | loss: 1.43604e-07 | val_loss: 2.47567e-07 | Time: 1508.89 ms [2021-05-21 09:20:27 main:581] : INFO : Epoch 1584 | loss: 6.46337e-06 | val_loss: 2.10616e-05 | Time: 1565.81 ms [2021-05-21 09:20:29 main:581] : INFO : Epoch 1585 | loss: 5.85833e-06 | val_loss: 1.34488e-06 | Time: 1561.74 ms [2021-05-21 09:20:30 main:581] : INFO : Epoch 1586 | loss: 7.59796e-07 | val_loss: 6.34018e-07 | Time: 1545.95 ms [2021-05-21 09:20:32 main:581] : INFO : Epoch 1587 | loss: 2.88679e-07 | val_loss: 1.39237e-07 | Time: 1617.38 ms [2021-05-21 09:20:34 main:581] : INFO : Epoch 1588 | loss: 2.40175e-06 | val_loss: 1.98892e-05 | Time: 1489.18 ms [2021-05-21 09:20:35 main:581] : INFO : Epoch 1589 | loss: 1.93814e-05 | val_loss: 6.54075e-06 | Time: 1555.73 ms [2021-05-21 09:20:37 main:581] : INFO : Epoch 1590 | loss: 2.58916e-06 | val_loss: 1.5476e-06 | Time: 1652.13 ms [2021-05-21 09:20:38 main:581] : INFO : Epoch 1591 | loss: 5.63637e-07 | val_loss: 3.59395e-07 | Time: 1518.32 ms [2021-05-21 09:20:40 main:581] : INFO : Epoch 1592 | loss: 1.78505e-07 | val_loss: 1.60828e-07 | Time: 1595.02 ms [2021-05-21 09:20:41 main:581] : INFO : Epoch 1593 | loss: 1.14821e-07 | val_loss: 1.12704e-07 | Time: 1476.27 ms [2021-05-21 09:20:43 main:581] : INFO : Epoch 1594 | loss: 9.51038e-08 | val_loss: 1.05473e-07 | Time: 1569.23 ms [2021-05-21 09:20:44 main:581] : INFO : Epoch 1595 | loss: 9.21039e-08 | val_loss: 1.04416e-07 | Time: 1581.37 ms [2021-05-21 09:20:46 main:581] : INFO : Epoch 1596 | loss: 9.92117e-08 | val_loss: 1.50342e-07 | Time: 1620.76 ms [2021-05-21 09:20:48 main:581] : INFO : Epoch 1597 | loss: 1.38447e-06 | val_loss: 7.73031e-06 | Time: 1603.59 ms [2021-05-21 09:20:49 main:581] : INFO : Epoch 1598 | loss: 7.24281e-06 | val_loss: 5.42619e-07 | Time: 1545.16 ms [2021-05-21 09:20:51 main:581] : INFO : Epoch 1599 | loss: 8.96981e-07 | val_loss: 5.43456e-07 | Time: 1594.6 ms [2021-05-21 09:20:52 main:581] : INFO : Epoch 1600 | loss: 2.90145e-07 | val_loss: 1.81768e-07 | Time: 1580.58 ms [2021-05-21 09:20:54 main:581] : INFO : Epoch 1601 | loss: 1.18643e-07 | val_loss: 1.06006e-07 | Time: 1556.88 ms [2021-05-21 09:20:55 main:581] : INFO : Epoch 1602 | loss: 9.85127e-08 | val_loss: 1.08297e-07 | Time: 1472.94 ms [2021-05-21 09:20:57 main:581] : INFO : Epoch 1603 | loss: 9.78549e-08 | val_loss: 1.35168e-07 | Time: 1502.56 ms [2021-05-21 09:20:58 main:581] : INFO : Epoch 1604 | loss: 1.8373e-07 | val_loss: 3.54319e-07 | Time: 1457.8 ms [2021-05-21 09:21:00 main:581] : INFO : Epoch 1605 | loss: 4.10893e-06 | val_loss: 1.51728e-05 | Time: 1655.31 ms [2021-05-21 09:21:02 main:581] : INFO : Epoch 1606 | loss: 5.86839e-06 | val_loss: 1.23899e-06 | Time: 1525.92 ms [2021-05-21 09:21:03 main:581] : INFO : Epoch 1607 | loss: 3.84348e-06 | val_loss: 3.80707e-06 | Time: 1517.85 ms [2021-05-21 09:21:05 main:581] : INFO : Epoch 1608 | loss: 1.50926e-06 | val_loss: 5.25285e-07 | Time: 1595.01 ms [2021-05-21 09:21:06 main:581] : INFO : Epoch 1609 | loss: 5.70149e-07 | val_loss: 1.09184e-06 | Time: 1478.95 ms [2021-05-21 09:21:08 main:581] : INFO : Epoch 1610 | loss: 4.74602e-06 | val_loss: 1.0221e-06 | Time: 1697.81 ms [2021-05-21 09:21:10 main:581] : INFO : Epoch 1611 | loss: 9.78878e-07 | val_loss: 7.35883e-07 | Time: 1669.38 ms [2021-05-21 09:21:11 main:581] : INFO : Epoch 1612 | loss: 2.59788e-07 | val_loss: 2.29653e-07 | Time: 1565.39 ms [2021-05-21 09:21:13 main:581] : INFO : Epoch 1613 | loss: 1.58556e-07 | val_loss: 2.13836e-07 | Time: 1517.09 ms [2021-05-21 09:21:14 main:581] : INFO : Epoch 1614 | loss: 2.19769e-06 | val_loss: 1.19128e-05 | Time: 1615.01 ms [2021-05-21 09:21:16 main:581] : INFO : Epoch 1615 | loss: 8.972e-06 | val_loss: 7.25992e-07 | Time: 1571.57 ms [2021-05-21 09:21:17 main:581] : INFO : Epoch 1616 | loss: 1.04897e-06 | val_loss: 5.21436e-07 | Time: 1514.08 ms [2021-05-21 09:21:19 main:581] : INFO : Epoch 1617 | loss: 3.02034e-07 | val_loss: 2.61583e-07 | Time: 1476.12 ms [2021-05-21 09:21:20 main:581] : INFO : Epoch 1618 | loss: 2.82133e-07 | val_loss: 5.70308e-07 | Time: 1556.86 ms [2021-05-21 09:21:22 main:581] : INFO : Epoch 1619 | loss: 2.0477e-06 | val_loss: 5.77008e-06 | Time: 1539.55 ms [2021-05-21 09:21:23 main:581] : INFO : Epoch 1620 | loss: 2.72173e-06 | val_loss: 1.23213e-06 | Time: 1539.16 ms [2021-05-21 09:21:25 main:581] : INFO : Epoch 1621 | loss: 4.74105e-07 | val_loss: 1.74814e-07 | Time: 1599.58 ms [2021-05-21 09:21:27 main:581] : INFO : Epoch 1622 | loss: 1.67312e-07 | val_loss: 1.22093e-07 | Time: 1495.88 ms [2021-05-21 09:21:28 main:581] : INFO : Epoch 1623 | loss: 1.98438e-07 | val_loss: 5.01493e-07 | Time: 1510.43 ms [2021-05-21 09:21:30 main:581] : INFO : Epoch 1624 | loss: 6.06691e-06 | val_loss: 1.63882e-05 | Time: 1483.78 ms [2021-05-21 09:21:31 main:581] : INFO : Epoch 1625 | loss: 5.58315e-06 | val_loss: 1.03345e-06 | Time: 1626.65 ms [2021-05-21 09:21:33 main:581] : INFO : Epoch 1626 | loss: 8.94658e-07 | val_loss: 2.69122e-07 | Time: 1528.94 ms [2021-05-21 09:21:34 main:581] : INFO : Epoch 1627 | loss: 2.09622e-07 | val_loss: 1.16849e-07 | Time: 1409.15 ms [2021-05-21 09:21:36 main:581] : INFO : Epoch 1628 | loss: 1.1015e-07 | val_loss: 1.57413e-07 | Time: 1605.72 ms [2021-05-21 09:21:37 main:581] : INFO : Epoch 1629 | loss: 3.02787e-06 | val_loss: 1.69155e-05 | Time: 1524.24 ms [2021-05-21 09:21:39 main:581] : INFO : Epoch 1630 | loss: 1.03397e-05 | val_loss: 3.10042e-06 | Time: 1498.36 ms [2021-05-21 09:21:40 main:581] : INFO : Epoch 1631 | loss: 1.49668e-06 | val_loss: 3.55125e-07 | Time: 1544.76 ms [2021-05-21 09:21:42 main:581] : INFO : Epoch 1632 | loss: 3.24811e-07 | val_loss: 2.12806e-07 | Time: 1494.7 ms [2021-05-21 09:21:43 main:581] : INFO : Epoch 1633 | loss: 1.386e-07 | val_loss: 1.39048e-07 | Time: 1497.21 ms [2021-05-21 09:21:45 main:581] : INFO : Epoch 1634 | loss: 9.7142e-07 | val_loss: 5.52724e-06 | Time: 1521.23 ms [2021-05-21 09:21:46 main:581] : INFO : Epoch 1635 | loss: 7.99752e-06 | val_loss: 4.78619e-06 | Time: 1611.17 ms [2021-05-21 09:21:48 main:581] : INFO : Epoch 1636 | loss: 1.55035e-06 | val_loss: 1.59049e-06 | Time: 1479.2 ms [2021-05-21 09:21:49 main:581] : INFO : Epoch 1637 | loss: 1.78939e-06 | val_loss: 6.62141e-07 | Time: 1461.42 ms [2021-05-21 09:21:51 main:581] : INFO : Epoch 1638 | loss: 3.79354e-07 | val_loss: 9.44813e-08 | Time: 1438.08 ms [2021-05-21 09:21:52 main:581] : INFO : Epoch 1639 | loss: 1.10185e-07 | val_loss: 9.76357e-08 | Time: 1438.86 ms [2021-05-21 09:21:54 main:581] : INFO : Epoch 1640 | loss: 8.95292e-08 | val_loss: 8.82063e-08 | Time: 1499.24 ms [2021-05-21 09:21:55 main:581] : INFO : Epoch 1641 | loss: 6.5962e-08 | val_loss: 6.99188e-08 | Time: 1523.9 ms [2021-05-21 09:21:57 main:581] : INFO : Epoch 1642 | loss: 6.34366e-08 | val_loss: 7.09177e-08 | Time: 1590.37 ms [2021-05-21 09:21:58 main:581] : INFO : Epoch 1643 | loss: 7.48428e-08 | val_loss: 1.19531e-07 | Time: 1558.18 ms [2021-05-21 09:22:00 main:581] : INFO : Epoch 1644 | loss: 1.96378e-06 | val_loss: 1.29747e-05 | Time: 1472.15 ms [2021-05-21 09:22:01 main:581] : INFO : Epoch 1645 | loss: 2.13433e-05 | val_loss: 1.25518e-05 | Time: 1550.75 ms [2021-05-21 09:22:03 main:581] : INFO : Epoch 1646 | loss: 5.97008e-06 | val_loss: 9.36998e-07 | Time: 1577.39 ms [2021-05-21 09:22:05 main:581] : INFO : Epoch 1647 | loss: 9.48799e-07 | val_loss: 2.38989e-07 | Time: 1608.66 ms [2021-05-21 09:22:06 main:581] : INFO : Epoch 1648 | loss: 2.3549e-07 | val_loss: 1.18071e-07 | Time: 1511.42 ms [2021-05-21 09:22:08 main:581] : INFO : Epoch 1649 | loss: 9.26868e-08 | val_loss: 8.85214e-08 | Time: 1520.54 ms [2021-05-21 09:22:09 main:581] : INFO : Epoch 1650 | loss: 6.56146e-08 | val_loss: 6.22577e-08 | Time: 1548.48 ms [2021-05-21 09:22:11 main:581] : INFO : Epoch 1651 | loss: 6.09543e-08 | val_loss: 6.39184e-08 | Time: 1606.55 ms [2021-05-21 09:22:12 main:581] : INFO : Epoch 1652 | loss: 7.72498e-08 | val_loss: 1.23525e-07 | Time: 1684.16 ms [2021-05-21 09:22:14 main:581] : INFO : Epoch 1653 | loss: 6.08127e-07 | val_loss: 3.03586e-06 | Time: 1512.15 ms [2021-05-21 09:22:16 main:581] : INFO : Epoch 1654 | loss: 7.1619e-06 | val_loss: 2.02628e-06 | Time: 1533.46 ms [2021-05-21 09:22:17 main:581] : INFO : Epoch 1655 | loss: 1.6217e-06 | val_loss: 1.4398e-07 | Time: 1711.58 ms [2021-05-21 09:22:19 main:581] : INFO : Epoch 1656 | loss: 3.38378e-07 | val_loss: 7.81358e-08 | Time: 1638.58 ms [2021-05-21 09:22:20 main:581] : INFO : Epoch 1657 | loss: 1.04009e-07 | val_loss: 9.48763e-08 | Time: 1607 ms [2021-05-21 09:22:22 main:581] : INFO : Epoch 1658 | loss: 6.7041e-08 | val_loss: 6.77083e-08 | Time: 1495.39 ms [2021-05-21 09:22:24 main:581] : INFO : Epoch 1659 | loss: 5.71907e-08 | val_loss: 5.92361e-08 | Time: 1538.18 ms [2021-05-21 09:22:25 main:581] : INFO : Epoch 1660 | loss: 6.8809e-08 | val_loss: 1.35818e-07 | Time: 1615.94 ms [2021-05-21 09:22:27 main:581] : INFO : Epoch 1661 | loss: 1.68975e-06 | val_loss: 3.49476e-06 | Time: 1454.33 ms [2021-05-21 09:22:28 main:581] : INFO : Epoch 1662 | loss: 2.89267e-06 | val_loss: 2.5716e-06 | Time: 1464.83 ms [2021-05-21 09:22:30 main:581] : INFO : Epoch 1663 | loss: 2.32027e-06 | val_loss: 1.23611e-05 | Time: 1515.62 ms [2021-05-21 09:22:31 main:581] : INFO : Epoch 1664 | loss: 1.1781e-05 | val_loss: 2.65483e-06 | Time: 1630.15 ms [2021-05-21 09:22:33 main:581] : INFO : Epoch 1665 | loss: 1.87895e-06 | val_loss: 2.44237e-07 | Time: 1558.3 ms [2021-05-21 09:22:34 main:581] : INFO : Epoch 1666 | loss: 3.31154e-07 | val_loss: 2.14654e-07 | Time: 1626.64 ms [2021-05-21 09:22:36 main:581] : INFO : Epoch 1667 | loss: 1.1408e-07 | val_loss: 1.18953e-07 | Time: 1643.37 ms [2021-05-21 09:22:38 main:581] : INFO : Epoch 1668 | loss: 1.01429e-07 | val_loss: 1.13226e-07 | Time: 1527.8 ms [2021-05-21 09:22:39 main:581] : INFO : Epoch 1669 | loss: 9.80362e-07 | val_loss: 5.27979e-06 | Time: 1528.32 ms [2021-05-21 09:22:41 main:581] : INFO : Epoch 1670 | loss: 6.4496e-06 | val_loss: 3.94451e-06 | Time: 1526.52 ms [2021-05-21 09:22:42 main:581] : INFO : Epoch 1671 | loss: 2.50471e-06 | val_loss: 1.14475e-06 | Time: 1499.4 ms [2021-05-21 09:22:43 main:581] : INFO : Epoch 1672 | loss: 4.18981e-07 | val_loss: 2.09242e-07 | Time: 1400.64 ms [2021-05-21 09:22:45 main:581] : INFO : Epoch 1673 | loss: 1.16776e-07 | val_loss: 9.30421e-08 | Time: 1425.85 ms [2021-05-21 09:22:46 main:581] : INFO : Epoch 1674 | loss: 6.25049e-08 | val_loss: 5.28167e-08 | Time: 1531.32 ms [2021-05-21 09:22:48 main:581] : INFO : Epoch 1675 | loss: 4.79706e-08 | val_loss: 5.11594e-08 | Time: 1603.63 ms [2021-05-21 09:22:49 main:581] : INFO : Epoch 1676 | loss: 4.61673e-08 | val_loss: 5.3587e-08 | Time: 1428.64 ms [2021-05-21 09:22:51 main:581] : INFO : Epoch 1677 | loss: 3.13724e-07 | val_loss: 2.01843e-06 | Time: 1477.78 ms [2021-05-21 09:22:53 main:581] : INFO : Epoch 1678 | loss: 9.46435e-06 | val_loss: 1.27559e-05 | Time: 1606.57 ms [2021-05-21 09:22:54 main:581] : INFO : Epoch 1679 | loss: 5.1544e-06 | val_loss: 7.10265e-06 | Time: 1570.97 ms [2021-05-21 09:22:56 main:581] : INFO : Epoch 1680 | loss: 3.79474e-06 | val_loss: 4.32936e-07 | Time: 1558.32 ms [2021-05-21 09:22:57 main:581] : INFO : Epoch 1681 | loss: 5.83283e-07 | val_loss: 1.97798e-07 | Time: 1453.38 ms [2021-05-21 09:22:59 main:581] : INFO : Epoch 1682 | loss: 1.59901e-07 | val_loss: 8.79487e-08 | Time: 1517.31 ms [2021-05-21 09:23:00 main:581] : INFO : Epoch 1683 | loss: 6.41179e-08 | val_loss: 6.7106e-08 | Time: 1513.14 ms [2021-05-21 09:23:02 main:581] : INFO : Epoch 1684 | loss: 2.35817e-07 | val_loss: 1.44107e-06 | Time: 1510.76 ms [2021-05-21 09:23:03 main:581] : INFO : Epoch 1685 | loss: 1.02539e-05 | val_loss: 5.36694e-06 | Time: 1501.78 ms [2021-05-21 09:23:05 main:581] : INFO : Epoch 1686 | loss: 2.97039e-06 | val_loss: 5.45137e-07 | Time: 1570.17 ms [2021-05-21 09:23:06 main:581] : INFO : Epoch 1687 | loss: 4.78165e-07 | val_loss: 3.29311e-07 | Time: 1575.21 ms [2021-05-21 09:23:08 main:581] : INFO : Epoch 1688 | loss: 1.3493e-07 | val_loss: 8.56893e-08 | Time: 1596.84 ms [2021-05-21 09:23:10 main:581] : INFO : Epoch 1689 | loss: 6.49149e-08 | val_loss: 7.03429e-08 | Time: 1625.52 ms [2021-05-21 09:23:11 main:581] : INFO : Epoch 1690 | loss: 2.68894e-07 | val_loss: 1.16618e-06 | Time: 1752.09 ms [2021-05-21 09:23:13 main:581] : INFO : Epoch 1691 | loss: 4.09104e-06 | val_loss: 4.24334e-07 | Time: 1686.25 ms [2021-05-21 09:23:15 main:581] : INFO : Epoch 1692 | loss: 1.12652e-06 | val_loss: 2.38179e-07 | Time: 1691.69 ms [2021-05-21 09:23:16 main:581] : INFO : Epoch 1693 | loss: 1.7529e-07 | val_loss: 1.63726e-07 | Time: 1489.53 ms [2021-05-21 09:23:18 main:581] : INFO : Epoch 1694 | loss: 7.70755e-08 | val_loss: 5.54972e-08 | Time: 1556.55 ms [2021-05-21 09:23:19 main:581] : INFO : Epoch 1695 | loss: 1.02389e-07 | val_loss: 3.79351e-07 | Time: 1631.45 ms [2021-05-21 09:23:21 main:581] : INFO : Epoch 1696 | loss: 2.42122e-06 | val_loss: 1.38057e-06 | Time: 1542.38 ms [2021-05-21 09:23:23 main:581] : INFO : Epoch 1697 | loss: 7.49221e-07 | val_loss: 1.79778e-07 | Time: 1614.12 ms [2021-05-21 09:23:24 main:581] : INFO : Epoch 1698 | loss: 3.60547e-07 | val_loss: 1.64133e-06 | Time: 1561.42 ms [2021-05-21 09:23:26 main:581] : INFO : Epoch 1699 | loss: 7.7342e-06 | val_loss: 9.87486e-06 | Time: 1594.72 ms [2021-05-21 09:23:27 main:581] : INFO : Epoch 1700 | loss: 8.18706e-06 | val_loss: 4.41768e-06 | Time: 1644.67 ms [2021-05-21 09:23:29 main:581] : INFO : Epoch 1701 | loss: 1.34081e-06 | val_loss: 7.3439e-07 | Time: 1581.73 ms [2021-05-21 09:23:30 main:581] : INFO : Epoch 1702 | loss: 3.08872e-07 | val_loss: 2.26386e-07 | Time: 1484.95 ms [2021-05-21 09:23:32 main:581] : INFO : Epoch 1703 | loss: 1.01356e-07 | val_loss: 8.4752e-08 | Time: 1439.36 ms [2021-05-21 09:23:33 main:581] : INFO : Epoch 1704 | loss: 5.51305e-08 | val_loss: 5.54036e-08 | Time: 1620.82 ms [2021-05-21 09:23:35 main:581] : INFO : Epoch 1705 | loss: 1.57114e-07 | val_loss: 7.90737e-07 | Time: 1570.95 ms [2021-05-21 09:23:37 main:581] : INFO : Epoch 1706 | loss: 1.14613e-06 | val_loss: 6.02501e-07 | Time: 1549.76 ms [2021-05-21 09:23:38 main:581] : INFO : Epoch 1707 | loss: 2.58206e-07 | val_loss: 1.86337e-07 | Time: 1539.19 ms [2021-05-21 09:23:40 main:581] : INFO : Epoch 1708 | loss: 8.0754e-07 | val_loss: 3.53826e-06 | Time: 1476.91 ms [2021-05-21 09:23:41 main:581] : INFO : Epoch 1709 | loss: 4.95838e-06 | val_loss: 2.63725e-06 | Time: 1601.16 ms [2021-05-21 09:23:43 main:581] : INFO : Epoch 1710 | loss: 2.16291e-06 | val_loss: 5.96374e-06 | Time: 1594.53 ms [2021-05-21 09:23:44 main:581] : INFO : Epoch 1711 | loss: 3.5302e-06 | val_loss: 1.55105e-06 | Time: 1483.64 ms [2021-05-21 09:23:46 main:581] : INFO : Epoch 1712 | loss: 7.16395e-07 | val_loss: 2.46906e-07 | Time: 1703.14 ms [2021-05-21 09:23:48 main:581] : INFO : Epoch 1713 | loss: 1.25598e-07 | val_loss: 1.028e-07 | Time: 1606.69 ms [2021-05-21 09:23:49 main:581] : INFO : Epoch 1714 | loss: 1.30582e-07 | val_loss: 2.04947e-07 | Time: 1578.06 ms [2021-05-21 09:23:51 main:581] : INFO : Epoch 1715 | loss: 5.66898e-07 | val_loss: 1.05775e-06 | Time: 1584.04 ms [2021-05-21 09:23:52 main:581] : INFO : Epoch 1716 | loss: 3.26918e-06 | val_loss: 1.24807e-05 | Time: 1544.48 ms [2021-05-21 09:23:54 main:581] : INFO : Epoch 1717 | loss: 6.17696e-06 | val_loss: 4.21591e-07 | Time: 1657.62 ms [2021-05-21 09:23:55 main:581] : INFO : Epoch 1718 | loss: 7.97229e-07 | val_loss: 3.24122e-07 | Time: 1534.46 ms [2021-05-21 09:23:57 main:581] : INFO : Epoch 1719 | loss: 8.13249e-07 | val_loss: 1.59839e-06 | Time: 1603.15 ms [2021-05-21 09:23:59 main:581] : INFO : Epoch 1720 | loss: 2.28761e-06 | val_loss: 7.26117e-06 | Time: 1629.22 ms [2021-05-21 09:24:00 main:581] : INFO : Epoch 1721 | loss: 4.41495e-06 | val_loss: 9.49222e-07 | Time: 1572.8 ms [2021-05-21 09:24:02 main:581] : INFO : Epoch 1722 | loss: 5.33308e-07 | val_loss: 2.60493e-07 | Time: 1573.23 ms [2021-05-21 09:24:03 main:581] : INFO : Epoch 1723 | loss: 1.5327e-07 | val_loss: 1.97728e-07 | Time: 1630.46 ms [2021-05-21 09:24:05 main:581] : INFO : Epoch 1724 | loss: 9.91388e-07 | val_loss: 1.62795e-06 | Time: 1688.19 ms [2021-05-21 09:24:07 main:581] : INFO : Epoch 1725 | loss: 1.6007e-06 | val_loss: 1.4326e-06 | Time: 1588.91 ms [2021-05-21 09:24:08 main:581] : INFO : Epoch 1726 | loss: 7.57267e-07 | val_loss: 2.71479e-07 | Time: 1604.98 ms [2021-05-21 09:24:10 main:581] : INFO : Epoch 1727 | loss: 1.58219e-07 | val_loss: 1.69715e-07 | Time: 1533.2 ms [2021-05-21 09:24:12 main:581] : INFO : Epoch 1728 | loss: 1.52993e-06 | val_loss: 7.99874e-06 | Time: 1629.29 ms [2021-05-21 09:24:13 main:581] : INFO : Epoch 1729 | loss: 8.01345e-06 | val_loss: 3.47047e-06 | Time: 1649.01 ms [2021-05-21 09:24:15 main:581] : INFO : Epoch 1730 | loss: 1.14455e-06 | val_loss: 7.66461e-07 | Time: 1592.42 ms [2021-05-21 09:24:16 main:581] : INFO : Epoch 1731 | loss: 2.74896e-07 | val_loss: 2.39537e-07 | Time: 1550.1 ms [2021-05-21 09:24:18 main:581] : INFO : Epoch 1732 | loss: 7.27476e-07 | val_loss: 3.919e-06 | Time: 1593.29 ms [2021-05-21 09:24:19 main:581] : INFO : Epoch 1733 | loss: 8.50029e-06 | val_loss: 4.6855e-06 | Time: 1482.75 ms [2021-05-21 09:24:21 main:581] : INFO : Epoch 1734 | loss: 1.34977e-06 | val_loss: 3.31574e-07 | Time: 1645.31 ms [2021-05-21 09:24:23 main:581] : INFO : Epoch 1735 | loss: 2.68784e-07 | val_loss: 7.38861e-08 | Time: 1579.84 ms [2021-05-21 09:24:24 main:581] : INFO : Epoch 1736 | loss: 7.30995e-08 | val_loss: 5.41599e-08 | Time: 1585.77 ms [2021-05-21 09:24:26 main:581] : INFO : Epoch 1737 | loss: 4.02936e-08 | val_loss: 3.52628e-08 | Time: 1604.7 ms [2021-05-21 09:24:27 main:581] : INFO : Epoch 1738 | loss: 3.49277e-08 | val_loss: 5.0387e-08 | Time: 1614.94 ms [2021-05-21 09:24:29 main:581] : INFO : Epoch 1739 | loss: 1.19065e-06 | val_loss: 9.37491e-06 | Time: 1511.61 ms [2021-05-21 09:24:31 main:581] : INFO : Epoch 1740 | loss: 1.24856e-05 | val_loss: 1.59857e-06 | Time: 1630.59 ms [2021-05-21 09:24:32 main:581] : INFO : Epoch 1741 | loss: 1.56924e-06 | val_loss: 1.02271e-06 | Time: 1499.54 ms [2021-05-21 09:24:34 main:581] : INFO : Epoch 1742 | loss: 3.97846e-07 | val_loss: 8.13716e-08 | Time: 1477.14 ms [2021-05-21 09:24:35 main:581] : INFO : Epoch 1743 | loss: 8.66593e-08 | val_loss: 6.36525e-08 | Time: 1593.75 ms [2021-05-21 09:24:37 main:581] : INFO : Epoch 1744 | loss: 4.4636e-08 | val_loss: 4.13e-08 | Time: 1519.47 ms [2021-05-21 09:24:38 main:581] : INFO : Epoch 1745 | loss: 4.74823e-08 | val_loss: 8.86915e-08 | Time: 1482.27 ms [2021-05-21 09:24:40 main:581] : INFO : Epoch 1746 | loss: 9.1237e-07 | val_loss: 4.50698e-06 | Time: 1461.33 ms [2021-05-21 09:24:41 main:581] : INFO : Epoch 1747 | loss: 6.59753e-06 | val_loss: 3.80971e-06 | Time: 1582.65 ms [2021-05-21 09:24:43 main:581] : INFO : Epoch 1748 | loss: 1.04655e-06 | val_loss: 3.41632e-07 | Time: 1580.21 ms [2021-05-21 09:24:44 main:581] : INFO : Epoch 1749 | loss: 1.99901e-07 | val_loss: 4.84269e-08 | Time: 1529.82 ms [2021-05-21 09:24:46 main:581] : INFO : Epoch 1750 | loss: 6.70969e-08 | val_loss: 3.79952e-08 | Time: 1620.22 ms [2021-05-21 09:24:47 main:581] : INFO : Epoch 1751 | loss: 4.82368e-08 | val_loss: 6.25365e-08 | Time: 1538.86 ms [2021-05-21 09:24:49 main:581] : INFO : Epoch 1752 | loss: 7.22601e-07 | val_loss: 2.87036e-06 | Time: 1512 ms [2021-05-21 09:24:51 main:581] : INFO : Epoch 1753 | loss: 3.88373e-06 | val_loss: 5.49283e-06 | Time: 1535.02 ms [2021-05-21 09:24:52 main:581] : INFO : Epoch 1754 | loss: 1.94952e-06 | val_loss: 7.5003e-07 | Time: 1582.01 ms [2021-05-21 09:24:54 main:581] : INFO : Epoch 1755 | loss: 2.95324e-07 | val_loss: 1.22028e-07 | Time: 1568.18 ms [2021-05-21 09:24:55 main:581] : INFO : Epoch 1756 | loss: 9.05715e-08 | val_loss: 6.96385e-08 | Time: 1608.26 ms [2021-05-21 09:24:57 main:581] : INFO : Epoch 1757 | loss: 1.3141e-07 | val_loss: 4.89987e-07 | Time: 1461.63 ms [2021-05-21 09:24:58 main:581] : INFO : Epoch 1758 | loss: 6.34376e-07 | val_loss: 1.51983e-06 | Time: 1537.13 ms [2021-05-21 09:25:00 main:581] : INFO : Epoch 1759 | loss: 7.87822e-06 | val_loss: 1.08505e-05 | Time: 1691.97 ms [2021-05-21 09:25:02 main:581] : INFO : Epoch 1760 | loss: 6.64112e-06 | val_loss: 2.16782e-06 | Time: 1617.34 ms [2021-05-21 09:25:03 main:581] : INFO : Epoch 1761 | loss: 1.18689e-06 | val_loss: 6.49353e-07 | Time: 1545.49 ms [2021-05-21 09:25:05 main:581] : INFO : Epoch 1762 | loss: 2.35661e-07 | val_loss: 7.13627e-08 | Time: 1486.96 ms [2021-05-21 09:25:06 main:581] : INFO : Epoch 1763 | loss: 8.07438e-08 | val_loss: 4.16639e-08 | Time: 1550.83 ms [2021-05-21 09:25:08 main:581] : INFO : Epoch 1764 | loss: 3.5858e-08 | val_loss: 3.56917e-08 | Time: 1491.78 ms [2021-05-21 09:25:09 main:581] : INFO : Epoch 1765 | loss: 3.20257e-08 | val_loss: 3.98609e-08 | Time: 1577.95 ms [2021-05-21 09:25:11 main:581] : INFO : Epoch 1766 | loss: 4.99159e-07 | val_loss: 3.51128e-06 | Time: 1594.28 ms [2021-05-21 09:25:12 main:581] : INFO : Epoch 1767 | loss: 6.89071e-06 | val_loss: 3.50056e-06 | Time: 1587.58 ms [2021-05-21 09:25:14 main:581] : INFO : Epoch 1768 | loss: 1.27678e-06 | val_loss: 3.50131e-07 | Time: 1551.32 ms [2021-05-21 09:25:15 main:581] : INFO : Epoch 1769 | loss: 2.41833e-07 | val_loss: 8.3857e-08 | Time: 1516.5 ms [2021-05-21 09:25:17 main:581] : INFO : Epoch 1770 | loss: 1.06579e-07 | val_loss: 1.45871e-07 | Time: 1531.43 ms [2021-05-21 09:25:18 main:581] : INFO : Epoch 1771 | loss: 1.72868e-06 | val_loss: 7.16366e-06 | Time: 1441.29 ms [2021-05-21 09:25:20 main:581] : INFO : Epoch 1772 | loss: 3.84947e-06 | val_loss: 3.60684e-06 | Time: 1501.84 ms [2021-05-21 09:25:21 main:581] : INFO : Epoch 1773 | loss: 2.18266e-06 | val_loss: 6.98069e-07 | Time: 1382.51 ms [2021-05-21 09:25:23 main:581] : INFO : Epoch 1774 | loss: 3.66793e-07 | val_loss: 1.4171e-07 | Time: 1552.52 ms [2021-05-21 09:25:24 main:581] : INFO : Epoch 1775 | loss: 1.14424e-07 | val_loss: 1.44852e-07 | Time: 1553.97 ms [2021-05-21 09:25:26 main:581] : INFO : Epoch 1776 | loss: 1.13761e-06 | val_loss: 4.9605e-06 | Time: 1579.88 ms [2021-05-21 09:25:28 main:581] : INFO : Epoch 1777 | loss: 4.60346e-06 | val_loss: 2.57964e-06 | Time: 1605.52 ms [2021-05-21 09:25:29 main:581] : INFO : Epoch 1778 | loss: 7.68363e-07 | val_loss: 4.12147e-07 | Time: 1520.14 ms [2021-05-21 09:25:31 main:581] : INFO : Epoch 1779 | loss: 2.68987e-07 | val_loss: 1.50402e-07 | Time: 1664.84 ms [2021-05-21 09:25:32 main:581] : INFO : Epoch 1780 | loss: 4.16409e-07 | val_loss: 1.60654e-06 | Time: 1513.61 ms [2021-05-21 09:25:34 main:581] : INFO : Epoch 1781 | loss: 3.59336e-06 | val_loss: 5.87996e-07 | Time: 1687.62 ms [2021-05-21 09:25:36 main:581] : INFO : Epoch 1782 | loss: 9.3428e-07 | val_loss: 7.42217e-07 | Time: 1693.76 ms [2021-05-21 09:25:37 main:581] : INFO : Epoch 1783 | loss: 1.80506e-06 | val_loss: 4.04549e-06 | Time: 1720.76 ms [2021-05-21 09:25:39 main:581] : INFO : Epoch 1784 | loss: 1.61117e-06 | val_loss: 6.09288e-07 | Time: 1752.29 ms [2021-05-21 09:25:41 main:581] : INFO : Epoch 1785 | loss: 3.59114e-07 | val_loss: 1.04537e-07 | Time: 1693.36 ms [2021-05-21 09:25:42 main:581] : INFO : Epoch 1786 | loss: 9.1973e-08 | val_loss: 1.44514e-07 | Time: 1593.09 ms [2021-05-21 09:25:44 main:581] : INFO : Epoch 1787 | loss: 1.44721e-06 | val_loss: 7.88405e-06 | Time: 1693.74 ms [2021-05-21 09:25:46 main:581] : INFO : Epoch 1788 | loss: 8.46118e-06 | val_loss: 3.12101e-06 | Time: 1558.33 ms [2021-05-21 09:25:47 main:581] : INFO : Epoch 1789 | loss: 1.76729e-06 | val_loss: 3.68693e-07 | Time: 1560.63 ms [2021-05-21 09:25:49 main:581] : INFO : Epoch 1790 | loss: 3.72403e-07 | val_loss: 1.45627e-07 | Time: 1599.15 ms [2021-05-21 09:25:50 main:581] : INFO : Epoch 1791 | loss: 1.05877e-07 | val_loss: 5.5343e-08 | Time: 1588.79 ms [2021-05-21 09:25:52 main:581] : INFO : Epoch 1792 | loss: 4.6738e-08 | val_loss: 8.39075e-08 | Time: 1641.25 ms [2021-05-21 09:25:54 main:581] : INFO : Epoch 1793 | loss: 2.36262e-06 | val_loss: 1.29668e-05 | Time: 1519.85 ms [2021-05-21 09:25:55 main:581] : INFO : Epoch 1794 | loss: 7.7596e-06 | val_loss: 1.94909e-06 | Time: 1617.88 ms [2021-05-21 09:25:57 main:581] : INFO : Epoch 1795 | loss: 1.30125e-06 | val_loss: 7.3522e-07 | Time: 1452.2 ms [2021-05-21 09:25:58 main:581] : INFO : Epoch 1796 | loss: 2.55883e-07 | val_loss: 1.18462e-07 | Time: 1563.06 ms [2021-05-21 09:26:00 main:581] : INFO : Epoch 1797 | loss: 9.63055e-08 | val_loss: 6.43373e-08 | Time: 1676.94 ms [2021-05-21 09:26:02 main:581] : INFO : Epoch 1798 | loss: 9.51306e-08 | val_loss: 3.27556e-07 | Time: 1583.07 ms [2021-05-21 09:26:03 main:581] : INFO : Epoch 1799 | loss: 4.37112e-06 | val_loss: 5.96197e-06 | Time: 1534.53 ms [2021-05-21 09:26:05 main:581] : INFO : Epoch 1800 | loss: 1.81079e-06 | val_loss: 9.5495e-07 | Time: 1539.98 ms [2021-05-21 09:26:06 main:581] : INFO : Epoch 1801 | loss: 3.86021e-07 | val_loss: 3.07365e-07 | Time: 1456.76 ms [2021-05-21 09:26:08 main:581] : INFO : Epoch 1802 | loss: 1.18526e-07 | val_loss: 8.63928e-08 | Time: 1547.29 ms [2021-05-21 09:26:09 main:581] : INFO : Epoch 1803 | loss: 8.70913e-08 | val_loss: 2.42816e-07 | Time: 1636.88 ms [2021-05-21 09:26:11 main:581] : INFO : Epoch 1804 | loss: 1.43792e-06 | val_loss: 6.92114e-07 | Time: 1606.41 ms [2021-05-21 09:26:12 main:581] : INFO : Epoch 1805 | loss: 4.68339e-07 | val_loss: 3.9054e-07 | Time: 1587.26 ms [2021-05-21 09:26:14 main:581] : INFO : Epoch 1806 | loss: 7.95663e-06 | val_loss: 2.94208e-06 | Time: 1587.84 ms [2021-05-21 09:26:16 main:581] : INFO : Epoch 1807 | loss: 4.20524e-06 | val_loss: 5.72567e-07 | Time: 1620.49 ms [2021-05-21 09:26:17 main:581] : INFO : Epoch 1808 | loss: 6.28871e-07 | val_loss: 2.69241e-07 | Time: 1619.41 ms [2021-05-21 09:26:19 main:581] : INFO : Epoch 1809 | loss: 1.78808e-07 | val_loss: 1.65754e-07 | Time: 1641.15 ms [2021-05-21 09:26:21 main:581] : INFO : Epoch 1810 | loss: 1.41214e-06 | val_loss: 7.2975e-06 | Time: 1632.99 ms [2021-05-21 09:26:22 main:581] : INFO : Epoch 1811 | loss: 4.52185e-06 | val_loss: 3.93571e-07 | Time: 1560.48 ms [2021-05-21 09:26:24 main:581] : INFO : Epoch 1812 | loss: 6.40223e-07 | val_loss: 6.97072e-07 | Time: 1580.48 ms [2021-05-21 09:26:25 main:581] : INFO : Epoch 1813 | loss: 2.61018e-06 | val_loss: 8.15971e-07 | Time: 1501.38 ms [2021-05-21 09:26:27 main:581] : INFO : Epoch 1814 | loss: 4.88567e-07 | val_loss: 3.16418e-07 | Time: 1450.51 ms [2021-05-21 09:26:28 main:581] : INFO : Epoch 1815 | loss: 1.13447e-07 | val_loss: 4.18434e-08 | Time: 1522.29 ms [2021-05-21 09:26:30 main:581] : INFO : Epoch 1816 | loss: 3.83605e-08 | val_loss: 3.96316e-08 | Time: 1640.81 ms [2021-05-21 09:26:31 main:581] : INFO : Epoch 1817 | loss: 3.07817e-08 | val_loss: 3.77253e-08 | Time: 1680.87 ms [2021-05-21 09:26:33 main:581] : INFO : Epoch 1818 | loss: 2.11457e-07 | val_loss: 1.25066e-06 | Time: 1587.68 ms [2021-05-21 09:26:35 main:581] : INFO : Epoch 1819 | loss: 6.65325e-06 | val_loss: 3.26887e-06 | Time: 1564.15 ms [2021-05-21 09:26:36 main:581] : INFO : Epoch 1820 | loss: 1.88582e-06 | val_loss: 8.34922e-07 | Time: 1503.94 ms [2021-05-21 09:26:38 main:581] : INFO : Epoch 1821 | loss: 3.81852e-07 | val_loss: 2.30623e-07 | Time: 1460.08 ms [2021-05-21 09:26:39 main:581] : INFO : Epoch 1822 | loss: 1.75701e-07 | val_loss: 3.93947e-07 | Time: 1584.05 ms [2021-05-21 09:26:41 main:581] : INFO : Epoch 1823 | loss: 2.6208e-06 | val_loss: 5.0658e-06 | Time: 1636.6 ms [2021-05-21 09:26:42 main:581] : INFO : Epoch 1824 | loss: 1.47992e-06 | val_loss: 2.87758e-07 | Time: 1475.39 ms [2021-05-21 09:26:44 main:581] : INFO : Epoch 1825 | loss: 2.36407e-07 | val_loss: 9.73516e-08 | Time: 1449.7 ms [2021-05-21 09:26:45 main:581] : INFO : Epoch 1826 | loss: 1.01623e-07 | val_loss: 9.48756e-08 | Time: 1430.03 ms [2021-05-21 09:26:47 main:581] : INFO : Epoch 1827 | loss: 1.9131e-07 | val_loss: 4.99383e-07 | Time: 1643.51 ms [2021-05-21 09:26:48 main:581] : INFO : Epoch 1828 | loss: 6.24452e-07 | val_loss: 1.53491e-07 | Time: 1486.78 ms [2021-05-21 09:26:50 main:581] : INFO : Epoch 1829 | loss: 9.70168e-07 | val_loss: 4.64952e-06 | Time: 1540.94 ms [2021-05-21 09:26:51 main:581] : INFO : Epoch 1830 | loss: 7.35698e-06 | val_loss: 1.90546e-05 | Time: 1603.75 ms [2021-05-21 09:26:53 main:581] : INFO : Epoch 1831 | loss: 7.52935e-06 | val_loss: 6.35805e-06 | Time: 1659.95 ms [2021-05-21 09:26:55 main:581] : INFO : Epoch 1832 | loss: 2.24277e-06 | val_loss: 8.38908e-07 | Time: 1597.65 ms [2021-05-21 09:26:56 main:581] : INFO : Epoch 1833 | loss: 4.16864e-07 | val_loss: 2.21798e-07 | Time: 1624.62 ms [2021-05-21 09:26:58 main:581] : INFO : Epoch 1834 | loss: 1.03172e-07 | val_loss: 5.89235e-08 | Time: 1580.71 ms [2021-05-21 09:26:59 main:581] : INFO : Epoch 1835 | loss: 3.77558e-08 | val_loss: 3.14412e-08 | Time: 1564.81 ms [2021-05-21 09:27:01 main:581] : INFO : Epoch 1836 | loss: 2.7006e-08 | val_loss: 2.35018e-08 | Time: 1441.01 ms [2021-05-21 09:27:02 main:581] : INFO : Epoch 1837 | loss: 2.48206e-08 | val_loss: 5.19919e-08 | Time: 1465.57 ms [2021-05-21 09:27:04 main:581] : INFO : Epoch 1838 | loss: 1.7119e-06 | val_loss: 8.61201e-06 | Time: 1619.65 ms [2021-05-21 09:27:06 main:581] : INFO : Epoch 1839 | loss: 3.89267e-06 | val_loss: 7.93526e-07 | Time: 1556.15 ms [2021-05-21 09:27:07 main:581] : INFO : Epoch 1840 | loss: 6.4278e-07 | val_loss: 1.4692e-07 | Time: 1678.87 ms [2021-05-21 09:27:09 main:581] : INFO : Epoch 1841 | loss: 1.37639e-07 | val_loss: 3.90981e-08 | Time: 1556.04 ms [2021-05-21 09:27:10 main:581] : INFO : Epoch 1842 | loss: 5.31048e-08 | val_loss: 1.10859e-07 | Time: 1600.13 ms [2021-05-21 09:27:12 main:581] : INFO : Epoch 1843 | loss: 2.30464e-06 | val_loss: 9.90964e-06 | Time: 1510.49 ms [2021-05-21 09:27:13 main:581] : INFO : Epoch 1844 | loss: 3.37585e-06 | val_loss: 1.24595e-06 | Time: 1415.76 ms [2021-05-21 09:27:15 main:581] : INFO : Epoch 1845 | loss: 1.53166e-06 | val_loss: 6.42902e-06 | Time: 1628.37 ms [2021-05-21 09:27:17 main:581] : INFO : Epoch 1846 | loss: 3.27199e-06 | val_loss: 5.23195e-07 | Time: 1558.18 ms [2021-05-21 09:27:18 main:581] : INFO : Epoch 1847 | loss: 5.84259e-07 | val_loss: 2.80791e-07 | Time: 1625.64 ms [2021-05-21 09:27:20 main:581] : INFO : Epoch 1848 | loss: 1.09032e-07 | val_loss: 9.50858e-08 | Time: 1555.17 ms [2021-05-21 09:27:21 main:581] : INFO : Epoch 1849 | loss: 3.66385e-07 | val_loss: 1.8393e-06 | Time: 1509.53 ms [2021-05-21 09:27:23 main:581] : INFO : Epoch 1850 | loss: 3.24113e-06 | val_loss: 1.27519e-06 | Time: 1665.69 ms [2021-05-21 09:27:24 main:581] : INFO : Epoch 1851 | loss: 7.34138e-07 | val_loss: 1.82361e-07 | Time: 1586.66 ms [2021-05-21 09:27:26 main:581] : INFO : Epoch 1852 | loss: 2.52767e-07 | val_loss: 7.11379e-07 | Time: 1446.5 ms [2021-05-21 09:27:27 main:581] : INFO : Epoch 1853 | loss: 3.34693e-06 | val_loss: 1.84119e-06 | Time: 1536.96 ms [2021-05-21 09:27:29 main:581] : INFO : Epoch 1854 | loss: 8.20724e-07 | val_loss: 5.97638e-07 | Time: 1528.96 ms [2021-05-21 09:27:30 main:581] : INFO : Epoch 1855 | loss: 4.84303e-07 | val_loss: 4.99988e-07 | Time: 1491.27 ms [2021-05-21 09:27:32 main:581] : INFO : Epoch 1856 | loss: 9.75556e-07 | val_loss: 2.04833e-06 | Time: 1529.79 ms [2021-05-21 09:27:34 main:581] : INFO : Epoch 1857 | loss: 1.57205e-06 | val_loss: 2.21858e-07 | Time: 1557.23 ms [2021-05-21 09:27:35 main:581] : INFO : Epoch 1858 | loss: 5.089e-07 | val_loss: 7.33987e-07 | Time: 1551.17 ms [2021-05-21 09:27:37 main:581] : INFO : Epoch 1859 | loss: 2.04815e-06 | val_loss: 3.95684e-06 | Time: 1493.28 ms [2021-05-21 09:27:38 main:581] : INFO : Epoch 1860 | loss: 1.36039e-06 | val_loss: 7.93425e-07 | Time: 1545.27 ms [2021-05-21 09:27:40 main:581] : INFO : Epoch 1861 | loss: 4.30364e-07 | val_loss: 1.30884e-06 | Time: 1617.67 ms [2021-05-21 09:27:41 main:581] : INFO : Epoch 1862 | loss: 7.77597e-06 | val_loss: 8.26952e-06 | Time: 1453.62 ms [2021-05-21 09:27:43 main:581] : INFO : Epoch 1863 | loss: 2.40508e-06 | val_loss: 7.40978e-07 | Time: 1430.95 ms [2021-05-21 09:27:44 main:581] : INFO : Epoch 1864 | loss: 4.89776e-07 | val_loss: 6.40855e-08 | Time: 1445.68 ms [2021-05-21 09:27:46 main:581] : INFO : Epoch 1865 | loss: 6.47638e-07 | val_loss: 5.10985e-06 | Time: 1583.08 ms [2021-05-21 09:27:47 main:581] : INFO : Epoch 1866 | loss: 7.16111e-06 | val_loss: 6.52697e-07 | Time: 1570.8 ms [2021-05-21 09:27:49 main:581] : INFO : Epoch 1867 | loss: 1.45082e-06 | val_loss: 1.68764e-06 | Time: 1548.6 ms [2021-05-21 09:27:50 main:581] : INFO : Epoch 1868 | loss: 1.06327e-06 | val_loss: 6.44435e-07 | Time: 1484.21 ms [2021-05-21 09:27:52 main:581] : INFO : Epoch 1869 | loss: 2.08372e-07 | val_loss: 3.67956e-08 | Time: 1611.38 ms [2021-05-21 09:27:53 main:581] : INFO : Epoch 1870 | loss: 4.67307e-08 | val_loss: 2.88289e-08 | Time: 1474.43 ms [2021-05-21 09:27:55 main:581] : INFO : Epoch 1871 | loss: 2.84136e-08 | val_loss: 1.95987e-08 | Time: 1637.1 ms [2021-05-21 09:27:57 main:581] : INFO : Epoch 1872 | loss: 1.8439e-08 | val_loss: 2.17206e-08 | Time: 1553.81 ms [2021-05-21 09:27:58 main:581] : INFO : Epoch 1873 | loss: 5.04799e-08 | val_loss: 2.12154e-07 | Time: 1644.45 ms [2021-05-21 09:28:00 main:581] : INFO : Epoch 1874 | loss: 4.05508e-06 | val_loss: 7.23068e-06 | Time: 1659.04 ms [2021-05-21 09:28:01 main:581] : INFO : Epoch 1875 | loss: 2.59402e-06 | val_loss: 1.31825e-06 | Time: 1590.53 ms [2021-05-21 09:28:03 main:581] : INFO : Epoch 1876 | loss: 6.04849e-07 | val_loss: 2.40646e-07 | Time: 1616.83 ms [2021-05-21 09:28:05 main:581] : INFO : Epoch 1877 | loss: 1.69859e-07 | val_loss: 4.54625e-08 | Time: 1474.96 ms [2021-05-21 09:28:06 main:581] : INFO : Epoch 1878 | loss: 3.90409e-08 | val_loss: 5.01432e-08 | Time: 1551.94 ms [2021-05-21 09:28:08 main:581] : INFO : Epoch 1879 | loss: 9.0542e-07 | val_loss: 5.57024e-06 | Time: 1491.46 ms [2021-05-21 09:28:09 main:581] : INFO : Epoch 1880 | loss: 5.91344e-06 | val_loss: 2.33431e-07 | Time: 1537.28 ms [2021-05-21 09:28:11 main:581] : INFO : Epoch 1881 | loss: 1.00579e-06 | val_loss: 3.60797e-07 | Time: 1502.67 ms [2021-05-21 09:28:12 main:581] : INFO : Epoch 1882 | loss: 2.39176e-07 | val_loss: 1.04939e-07 | Time: 1588.76 ms [2021-05-21 09:28:14 main:581] : INFO : Epoch 1883 | loss: 8.64819e-08 | val_loss: 1.06061e-07 | Time: 1537.91 ms [2021-05-21 09:28:15 main:581] : INFO : Epoch 1884 | loss: 4.16995e-07 | val_loss: 1.77103e-06 | Time: 1643.97 ms [2021-05-21 09:28:17 main:581] : INFO : Epoch 1885 | loss: 6.78434e-06 | val_loss: 7.57236e-06 | Time: 1661.64 ms [2021-05-21 09:28:19 main:581] : INFO : Epoch 1886 | loss: 2.48105e-06 | val_loss: 1.04175e-06 | Time: 1517.34 ms [2021-05-21 09:28:20 main:581] : INFO : Epoch 1887 | loss: 4.41609e-07 | val_loss: 1.86276e-07 | Time: 1493.99 ms [2021-05-21 09:28:22 main:581] : INFO : Epoch 1888 | loss: 3.16412e-07 | val_loss: 1.49885e-06 | Time: 1506.05 ms [2021-05-21 09:28:23 main:581] : INFO : Epoch 1889 | loss: 3.48301e-06 | val_loss: 2.01528e-06 | Time: 1588.69 ms [2021-05-21 09:28:25 main:581] : INFO : Epoch 1890 | loss: 8.79615e-07 | val_loss: 3.27458e-07 | Time: 1498.37 ms [2021-05-21 09:28:26 main:581] : INFO : Epoch 1891 | loss: 1.83944e-07 | val_loss: 1.03643e-07 | Time: 1576.81 ms [2021-05-21 09:28:28 main:581] : INFO : Epoch 1892 | loss: 5.32356e-08 | val_loss: 3.21938e-08 | Time: 1525.6 ms [2021-05-21 09:28:29 main:581] : INFO : Epoch 1893 | loss: 3.49141e-08 | val_loss: 5.21227e-08 | Time: 1552.74 ms [2021-05-21 09:28:31 main:581] : INFO : Epoch 1894 | loss: 7.11225e-07 | val_loss: 4.26272e-06 | Time: 1545.14 ms [2021-05-21 09:28:32 main:581] : INFO : Epoch 1895 | loss: 3.67311e-06 | val_loss: 1.43504e-06 | Time: 1470.56 ms [2021-05-21 09:28:34 main:581] : INFO : Epoch 1896 | loss: 1.63534e-06 | val_loss: 6.40614e-06 | Time: 1632.74 ms [2021-05-21 09:28:36 main:581] : INFO : Epoch 1897 | loss: 4.01175e-06 | val_loss: 6.29699e-07 | Time: 1595.49 ms [2021-05-21 09:28:37 main:581] : INFO : Epoch 1898 | loss: 5.57845e-07 | val_loss: 8.44589e-08 | Time: 1669.91 ms [2021-05-21 09:28:39 main:581] : INFO : Epoch 1899 | loss: 1.86667e-07 | val_loss: 2.57527e-07 | Time: 1519.98 ms [2021-05-21 09:28:40 main:581] : INFO : Epoch 1900 | loss: 7.17035e-07 | val_loss: 1.00805e-06 | Time: 1547.8 ms [2021-05-21 09:28:42 main:581] : INFO : Epoch 1901 | loss: 5.13822e-07 | val_loss: 4.85236e-08 | Time: 1624.69 ms [2021-05-21 09:28:44 main:581] : INFO : Epoch 1902 | loss: 8.89562e-08 | val_loss: 2.13938e-07 | Time: 1654.46 ms [2021-05-21 09:28:45 main:581] : INFO : Epoch 1903 | loss: 1.6197e-06 | val_loss: 6.25812e-06 | Time: 1647.29 ms [2021-05-21 09:28:47 main:581] : INFO : Epoch 1904 | loss: 4.39383e-06 | val_loss: 1.88873e-06 | Time: 1452.74 ms [2021-05-21 09:28:48 main:581] : INFO : Epoch 1905 | loss: 9.42647e-07 | val_loss: 4.55164e-07 | Time: 1500.81 ms [2021-05-21 09:28:50 main:581] : INFO : Epoch 1906 | loss: 2.67811e-07 | val_loss: 2.09988e-07 | Time: 1491.63 ms [2021-05-21 09:28:51 main:581] : INFO : Epoch 1907 | loss: 3.24871e-07 | val_loss: 1.33712e-06 | Time: 1621.42 ms [2021-05-21 09:28:53 main:581] : INFO : Epoch 1908 | loss: 4.90571e-06 | val_loss: 3.19869e-06 | Time: 1672.67 ms [2021-05-21 09:28:55 main:581] : INFO : Epoch 1909 | loss: 1.49828e-06 | val_loss: 2.96885e-07 | Time: 1571.68 ms [2021-05-21 09:28:56 main:581] : INFO : Epoch 1910 | loss: 4.77421e-07 | val_loss: 4.64865e-07 | Time: 1577.01 ms [2021-05-21 09:28:58 main:581] : INFO : Epoch 1911 | loss: 1.10776e-06 | val_loss: 1.54998e-06 | Time: 1572.12 ms [2021-05-21 09:28:59 main:581] : INFO : Epoch 1912 | loss: 6.54749e-07 | val_loss: 1.49573e-07 | Time: 1500.01 ms [2021-05-21 09:29:01 main:581] : INFO : Epoch 1913 | loss: 4.015e-07 | val_loss: 5.48454e-07 | Time: 1541.77 ms [2021-05-21 09:29:02 main:581] : INFO : Epoch 1914 | loss: 8.02579e-07 | val_loss: 2.59808e-06 | Time: 1696.35 ms [2021-05-21 09:29:04 main:581] : INFO : Epoch 1915 | loss: 4.47299e-06 | val_loss: 3.74895e-06 | Time: 1644.29 ms [2021-05-21 09:29:06 main:581] : INFO : Epoch 1916 | loss: 1.99792e-06 | val_loss: 2.29667e-07 | Time: 1644.92 ms [2021-05-21 09:29:07 main:581] : INFO : Epoch 1917 | loss: 0.000249919 | val_loss: 0.00313051 | Time: 1691.39 ms [2021-05-21 09:29:09 main:581] : INFO : Epoch 1918 | loss: 0.0341959 | val_loss: 0.0271297 | Time: 1617.29 ms [2021-05-21 09:29:11 main:581] : INFO : Epoch 1919 | loss: 0.0318978 | val_loss: 0.0282664 | Time: 1707.86 ms [2021-05-21 09:29:12 main:581] : INFO : Epoch 1920 | loss: 0.0269684 | val_loss: 0.0263349 | Time: 1582.33 ms [2021-05-21 09:29:14 main:581] : INFO : Epoch 1921 | loss: 0.024856 | val_loss: 0.0195126 | Time: 1502.2 ms [2021-05-21 09:29:15 main:581] : INFO : Epoch 1922 | loss: 0.0163396 | val_loss: 0.0146572 | Time: 1452.65 ms [2021-05-21 09:29:17 main:581] : INFO : Epoch 1923 | loss: 0.0141236 | val_loss: 0.0135023 | Time: 1504.86 ms [2021-05-21 09:29:18 main:581] : INFO : Epoch 1924 | loss: 0.0137756 | val_loss: 0.0144113 | Time: 1494.81 ms [2021-05-21 09:29:20 main:581] : INFO : Epoch 1925 | loss: 0.0128707 | val_loss: 0.0111498 | Time: 1584.1 ms [2021-05-21 09:29:22 main:581] : INFO : Epoch 1926 | loss: 0.00848038 | val_loss: 0.00531207 | Time: 1654.86 ms [2021-05-21 09:29:23 main:581] : INFO : Epoch 1927 | loss: 0.00537014 | val_loss: 0.00498485 | Time: 1689.37 ms [2021-05-21 09:29:25 main:581] : INFO : Epoch 1928 | loss: 0.00430816 | val_loss: 0.00309818 | Time: 1589.85 ms [2021-05-21 09:29:26 main:581] : INFO : Epoch 1929 | loss: 0.00193416 | val_loss: 0.000895721 | Time: 1558.3 ms [2021-05-21 09:29:28 main:581] : INFO : Epoch 1930 | loss: 0.000797635 | val_loss: 0.000504169 | Time: 1659.76 ms [2021-05-21 09:29:30 main:581] : INFO : Epoch 1931 | loss: 0.000587071 | val_loss: 0.000431939 | Time: 1581.91 ms [2021-05-21 09:29:31 main:581] : INFO : Epoch 1932 | loss: 0.000450309 | val_loss: 0.000418317 | Time: 1591.87 ms [2021-05-21 09:29:33 main:581] : INFO : Epoch 1933 | loss: 0.000393682 | val_loss: 0.000365352 | Time: 1568.35 ms [2021-05-21 09:29:34 main:581] : INFO : Epoch 1934 | loss: 0.000349066 | val_loss: 0.00031235 | Time: 1516.55 ms [2021-05-21 09:29:36 main:581] : INFO : Epoch 1935 | loss: 0.000347069 | val_loss: 0.000680198 | Time: 1467.57 ms [2021-05-21 09:29:37 main:581] : INFO : Epoch 1936 | loss: 0.000346203 | val_loss: 0.000205507 | Time: 1551.22 ms [2021-05-21 09:29:39 main:581] : INFO : Epoch 1937 | loss: 0.00020169 | val_loss: 0.000166383 | Time: 1516.2 ms [2021-05-21 09:29:40 main:581] : INFO : Epoch 1938 | loss: 0.000156847 | val_loss: 0.00018548 | Time: 1669.6 ms [2021-05-21 09:29:42 main:581] : INFO : Epoch 1939 | loss: 0.000144984 | val_loss: 0.000116567 | Time: 1613.63 ms [2021-05-21 09:29:44 main:581] : INFO : Epoch 1940 | loss: 0.00010899 | val_loss: 9.60663e-05 | Time: 1438.2 ms [2021-05-21 09:29:45 main:581] : INFO : Epoch 1941 | loss: 8.93629e-05 | val_loss: 8.11686e-05 | Time: 1487.95 ms [2021-05-21 09:29:47 main:581] : INFO : Epoch 1942 | loss: 7.51934e-05 | val_loss: 0.00010115 | Time: 1666.89 ms [2021-05-21 09:29:48 main:581] : INFO : Epoch 1943 | loss: 0.000184576 | val_loss: 0.000124442 | Time: 1573 ms [2021-05-21 09:29:50 main:581] : INFO : Epoch 1944 | loss: 9.14015e-05 | val_loss: 5.71118e-05 | Time: 1549.2 ms [2021-05-21 09:29:51 main:581] : INFO : Epoch 1945 | loss: 5.78211e-05 | val_loss: 5.20612e-05 | Time: 1526.97 ms [2021-05-21 09:29:53 main:581] : INFO : Epoch 1946 | loss: 4.89223e-05 | val_loss: 5.10084e-05 | Time: 1430.5 ms [2021-05-21 09:29:54 main:581] : INFO : Epoch 1947 | loss: 4.42568e-05 | val_loss: 4.54611e-05 | Time: 1507.79 ms [2021-05-21 09:29:56 main:581] : INFO : Epoch 1948 | loss: 6.66555e-05 | val_loss: 7.66856e-05 | Time: 1574.05 ms [2021-05-21 09:29:57 main:581] : INFO : Epoch 1949 | loss: 5.62176e-05 | val_loss: 4.32964e-05 | Time: 1619.17 ms [2021-05-21 09:29:59 main:581] : INFO : Epoch 1950 | loss: 5.09859e-05 | val_loss: 7.2214e-05 | Time: 1606.08 ms [2021-05-21 09:30:01 main:581] : INFO : Epoch 1951 | loss: 5.40128e-05 | val_loss: 4.59277e-05 | Time: 1642.54 ms [2021-05-21 09:30:02 main:581] : INFO : Epoch 1952 | loss: 8.6146e-05 | val_loss: 4.34076e-05 | Time: 1543.33 ms [2021-05-21 09:30:04 main:581] : INFO : Epoch 1953 | loss: 4.35306e-05 | val_loss: 4.48165e-05 | Time: 1445.38 ms [2021-05-21 09:30:05 main:581] : INFO : Epoch 1954 | loss: 3.7595e-05 | val_loss: 4.62545e-05 | Time: 1630.63 ms [2021-05-21 09:30:07 main:581] : INFO : Epoch 1955 | loss: 3.57581e-05 | val_loss: 3.07241e-05 | Time: 1652.53 ms [2021-05-21 09:30:09 main:581] : INFO : Epoch 1956 | loss: 6.17243e-05 | val_loss: 5.55926e-05 | Time: 1612.2 ms [2021-05-21 09:30:10 main:581] : INFO : Epoch 1957 | loss: 3.12107e-05 | val_loss: 3.51399e-05 | Time: 1681.8 ms [2021-05-21 09:30:12 main:581] : INFO : Epoch 1958 | loss: 4.49333e-05 | val_loss: 2.52883e-05 | Time: 1397.98 ms [2021-05-21 09:30:13 main:581] : INFO : Epoch 1959 | loss: 2.24837e-05 | val_loss: 2.34576e-05 | Time: 1537.6 ms [2021-05-21 09:30:15 main:581] : INFO : Epoch 1960 | loss: 2.41456e-05 | val_loss: 5.11414e-05 | Time: 1565.55 ms [2021-05-21 09:30:16 main:581] : INFO : Epoch 1961 | loss: 9.96562e-05 | val_loss: 0.000106002 | Time: 1535.58 ms [2021-05-21 09:30:18 main:581] : INFO : Epoch 1962 | loss: 5.23897e-05 | val_loss: 2.62057e-05 | Time: 1563.13 ms [2021-05-21 09:30:19 main:581] : INFO : Epoch 1963 | loss: 2.78351e-05 | val_loss: 2.32703e-05 | Time: 1564.35 ms [2021-05-21 09:30:21 main:581] : INFO : Epoch 1964 | loss: 1.96578e-05 | val_loss: 2.09935e-05 | Time: 1643.06 ms [2021-05-21 09:30:23 main:581] : INFO : Epoch 1965 | loss: 2.32066e-05 | val_loss: 3.91204e-05 | Time: 1663.62 ms [2021-05-21 09:30:24 main:581] : INFO : Epoch 1966 | loss: 5.02877e-05 | val_loss: 2.32724e-05 | Time: 1659.21 ms [2021-05-21 09:30:26 main:581] : INFO : Epoch 1967 | loss: 1.83835e-05 | val_loss: 2.30976e-05 | Time: 1592.31 ms [2021-05-21 09:30:28 main:581] : INFO : Epoch 1968 | loss: 6.10981e-05 | val_loss: 1.83965e-05 | Time: 1568.46 ms [2021-05-21 09:30:29 main:581] : INFO : Epoch 1969 | loss: 4.00215e-05 | val_loss: 5.66613e-05 | Time: 1514.93 ms [2021-05-21 09:30:31 main:581] : INFO : Epoch 1970 | loss: 3.01604e-05 | val_loss: 2.9394e-05 | Time: 1507.08 ms [2021-05-21 09:30:32 main:581] : INFO : Epoch 1971 | loss: 1.73708e-05 | val_loss: 1.61053e-05 | Time: 1497.01 ms [2021-05-21 09:30:34 main:581] : INFO : Epoch 1972 | loss: 1.93698e-05 | val_loss: 4.28094e-05 | Time: 1601.88 ms [2021-05-21 09:30:35 main:581] : INFO : Epoch 1973 | loss: 8.06021e-05 | val_loss: 8.00169e-05 | Time: 1560.13 ms [2021-05-21 09:30:37 main:581] : INFO : Epoch 1974 | loss: 3.08854e-05 | val_loss: 1.95974e-05 | Time: 1534.78 ms [2021-05-21 09:30:38 main:581] : INFO : Epoch 1975 | loss: 1.67177e-05 | val_loss: 1.58334e-05 | Time: 1607.27 ms [2021-05-21 09:30:40 main:581] : INFO : Epoch 1976 | loss: 1.34258e-05 | val_loss: 1.37849e-05 | Time: 1565.93 ms [2021-05-21 09:30:42 main:581] : INFO : Epoch 1977 | loss: 1.2826e-05 | val_loss: 1.46966e-05 | Time: 1575.11 ms [2021-05-21 09:30:43 main:581] : INFO : Epoch 1978 | loss: 7.13645e-05 | val_loss: 9.52e-05 | Time: 1534.02 ms [2021-05-21 09:30:45 main:581] : INFO : Epoch 1979 | loss: 3.99461e-05 | val_loss: 3.50859e-05 | Time: 1506.47 ms [2021-05-21 09:30:46 main:581] : INFO : Epoch 1980 | loss: 1.92994e-05 | val_loss: 1.24346e-05 | Time: 1485.95 ms [2021-05-21 09:30:48 main:581] : INFO : Epoch 1981 | loss: 1.32531e-05 | val_loss: 1.30541e-05 | Time: 1526.22 ms [2021-05-21 09:30:49 main:581] : INFO : Epoch 1982 | loss: 1.20728e-05 | val_loss: 1.34267e-05 | Time: 1431.13 ms [2021-05-21 09:30:50 main:581] : INFO : Epoch 1983 | loss: 2.84339e-05 | val_loss: 8.35086e-05 | Time: 1473.57 ms [2021-05-21 09:30:52 main:581] : INFO : Epoch 1984 | loss: 6.02069e-05 | val_loss: 3.21416e-05 | Time: 1540.05 ms [2021-05-21 09:30:54 main:581] : INFO : Epoch 1985 | loss: 2.71507e-05 | val_loss: 1.94869e-05 | Time: 1696 ms [2021-05-21 09:30:55 main:581] : INFO : Epoch 1986 | loss: 1.5393e-05 | val_loss: 1.10292e-05 | Time: 1645.02 ms [2021-05-21 09:30:57 main:581] : INFO : Epoch 1987 | loss: 2.04261e-05 | val_loss: 3.26898e-05 | Time: 1608.22 ms [2021-05-21 09:30:58 main:581] : INFO : Epoch 1988 | loss: 1.93685e-05 | val_loss: 1.04588e-05 | Time: 1485.48 ms [2021-05-21 09:31:00 main:581] : INFO : Epoch 1989 | loss: 2.0168e-05 | val_loss: 5.80832e-05 | Time: 1670.17 ms [2021-05-21 09:31:02 main:581] : INFO : Epoch 1990 | loss: 5.29597e-05 | val_loss: 1.106e-05 | Time: 1626.83 ms [2021-05-21 09:31:03 main:581] : INFO : Epoch 1991 | loss: 2.74125e-05 | val_loss: 1.84347e-05 | Time: 1657.38 ms [2021-05-21 09:31:05 main:581] : INFO : Epoch 1992 | loss: 2.875e-05 | val_loss: 3.08774e-05 | Time: 1576.05 ms [2021-05-21 09:31:07 main:581] : INFO : Epoch 1993 | loss: 1.93739e-05 | val_loss: 2.59986e-05 | Time: 1592.53 ms [2021-05-21 09:31:08 main:581] : INFO : Epoch 1994 | loss: 1.29616e-05 | val_loss: 1.42311e-05 | Time: 1587.87 ms [2021-05-21 09:31:10 main:581] : INFO : Epoch 1995 | loss: 1.71742e-05 | val_loss: 2.16338e-05 | Time: 1660.53 ms [2021-05-21 09:31:12 main:581] : INFO : Epoch 1996 | loss: 4.49845e-05 | val_loss: 0.000127205 | Time: 1705.54 ms [2021-05-21 09:31:13 main:581] : INFO : Epoch 1997 | loss: 3.62206e-05 | val_loss: 1.11255e-05 | Time: 1540.49 ms [2021-05-21 09:31:15 main:581] : INFO : Epoch 1998 | loss: 1.11776e-05 | val_loss: 8.88371e-06 | Time: 1418.15 ms [2021-05-21 09:31:16 main:581] : INFO : Epoch 1999 | loss: 8.91837e-06 | val_loss: 1.13679e-05 | Time: 1439.45 ms [2021-05-21 09:31:17 main:581] : INFO : Epoch 2000 | loss: 3.88324e-05 | val_loss: 9.13083e-05 | Time: 1539.02 ms [2021-05-21 09:31:19 main:581] : INFO : Epoch 2001 | loss: 4.36143e-05 | val_loss: 1.8655e-05 | Time: 1668.2 ms [2021-05-21 09:31:21 main:581] : INFO : Epoch 2002 | loss: 1.33489e-05 | val_loss: 8.33204e-06 | Time: 1605.31 ms [2021-05-21 09:31:22 main:581] : INFO : Epoch 2003 | loss: 9.7449e-06 | val_loss: 1.09192e-05 | Time: 1673.95 ms [2021-05-21 09:31:24 main:581] : INFO : Epoch 2004 | loss: 1.3888e-05 | val_loss: 1.52582e-05 | Time: 1601.72 ms [2021-05-21 09:31:26 main:581] : INFO : Epoch 2005 | loss: 5.51031e-05 | val_loss: 6.16279e-05 | Time: 1583.11 ms [2021-05-21 09:31:27 main:581] : INFO : Epoch 2006 | loss: 2.5199e-05 | val_loss: 8.70726e-06 | Time: 1573.43 ms [2021-05-21 09:31:29 main:581] : INFO : Epoch 2007 | loss: 1.43352e-05 | val_loss: 8.28835e-06 | Time: 1558.1 ms [2021-05-21 09:31:30 main:581] : INFO : Epoch 2008 | loss: 1.05799e-05 | val_loss: 7.51093e-06 | Time: 1576.72 ms [2021-05-21 09:31:32 main:581] : INFO : Epoch 2009 | loss: 9.93115e-06 | val_loss: 1.91513e-05 | Time: 1526.6 ms [2021-05-21 09:31:33 main:581] : INFO : Epoch 2010 | loss: 7.48952e-05 | val_loss: 4.08145e-05 | Time: 1563.96 ms [2021-05-21 09:31:35 main:581] : INFO : Epoch 2011 | loss: 2.79227e-05 | val_loss: 3.82092e-05 | Time: 1483.05 ms [2021-05-21 09:31:37 main:581] : INFO : Epoch 2012 | loss: 1.65128e-05 | val_loss: 1.0839e-05 | Time: 1715.47 ms [2021-05-21 09:31:38 main:581] : INFO : Epoch 2013 | loss: 1.01709e-05 | val_loss: 9.6509e-06 | Time: 1531.35 ms [2021-05-21 09:31:40 main:581] : INFO : Epoch 2014 | loss: 8.97095e-06 | val_loss: 8.6774e-06 | Time: 1656.07 ms [2021-05-21 09:31:41 main:581] : INFO : Epoch 2015 | loss: 7.1047e-06 | val_loss: 8.84779e-06 | Time: 1526.01 ms [2021-05-21 09:31:43 main:581] : INFO : Epoch 2016 | loss: 5.30348e-05 | val_loss: 0.000124742 | Time: 1522.17 ms [2021-05-21 09:31:44 main:581] : INFO : Epoch 2017 | loss: 3.43246e-05 | val_loss: 1.73331e-05 | Time: 1480.79 ms [2021-05-21 09:31:46 main:581] : INFO : Epoch 2018 | loss: 1.55044e-05 | val_loss: 7.24961e-06 | Time: 1486.76 ms [2021-05-21 09:31:47 main:581] : INFO : Epoch 2019 | loss: 7.90443e-06 | val_loss: 6.56366e-06 | Time: 1492.85 ms [2021-05-21 09:31:49 main:581] : INFO : Epoch 2020 | loss: 8.71445e-06 | val_loss: 1.20659e-05 | Time: 1520.94 ms [2021-05-21 09:31:50 main:581] : INFO : Epoch 2021 | loss: 1.4561e-05 | val_loss: 3.05259e-05 | Time: 1547.3 ms [2021-05-21 09:31:52 main:581] : INFO : Epoch 2022 | loss: 3.09651e-05 | val_loss: 1.05438e-05 | Time: 1591.83 ms [2021-05-21 09:31:54 main:581] : INFO : Epoch 2023 | loss: 1.70687e-05 | val_loss: 3.41703e-05 | Time: 1671.65 ms [2021-05-21 09:31:55 main:581] : INFO : Epoch 2024 | loss: 2.56689e-05 | val_loss: 1.42221e-05 | Time: 1702.1 ms [2021-05-21 09:31:57 main:581] : INFO : Epoch 2025 | loss: 2.02161e-05 | val_loss: 3.01283e-05 | Time: 1661.85 ms [2021-05-21 09:31:59 main:581] : INFO : Epoch 2026 | loss: 3.46448e-05 | val_loss: 1.40287e-05 | Time: 1652.33 ms [2021-05-21 09:32:00 main:581] : INFO : Epoch 2027 | loss: 2.07662e-05 | val_loss: 1.40013e-05 | Time: 1620.45 ms [2021-05-21 09:32:02 main:581] : INFO : Epoch 2028 | loss: 1.39748e-05 | val_loss: 7.47153e-06 | Time: 1657.44 ms [2021-05-21 09:32:04 main:581] : INFO : Epoch 2029 | loss: 1.36509e-05 | val_loss: 2.87106e-05 | Time: 1630.36 ms [2021-05-21 09:32:05 main:581] : INFO : Epoch 2030 | loss: 3.81918e-05 | val_loss: 1.70076e-05 | Time: 1591.24 ms [2021-05-21 09:32:07 main:581] : INFO : Epoch 2031 | loss: 8.41637e-06 | val_loss: 6.67286e-06 | Time: 1619.52 ms [2021-05-21 09:32:08 main:581] : INFO : Epoch 2032 | loss: 5.79858e-06 | val_loss: 6.07673e-06 | Time: 1671.41 ms [2021-05-21 09:32:10 main:581] : INFO : Epoch 2033 | loss: 3.48349e-05 | val_loss: 0.00015302 | Time: 1669.04 ms [2021-05-21 09:32:12 main:581] : INFO : Epoch 2034 | loss: 4.76464e-05 | val_loss: 2.02269e-05 | Time: 1515.62 ms [2021-05-21 09:32:13 main:581] : INFO : Epoch 2035 | loss: 1.51609e-05 | val_loss: 7.97018e-06 | Time: 1602.71 ms [2021-05-21 09:32:15 main:581] : INFO : Epoch 2036 | loss: 8.42657e-06 | val_loss: 5.7665e-06 | Time: 1466.32 ms [2021-05-21 09:32:16 main:581] : INFO : Epoch 2037 | loss: 5.58728e-06 | val_loss: 6.28726e-06 | Time: 1605.82 ms [2021-05-21 09:32:18 main:581] : INFO : Epoch 2038 | loss: 1.78647e-05 | val_loss: 4.31879e-05 | Time: 1704.76 ms [2021-05-21 09:32:20 main:581] : INFO : Epoch 2039 | loss: 8.05218e-05 | val_loss: 2.6533e-05 | Time: 1591.58 ms [2021-05-21 09:32:21 main:581] : INFO : Epoch 2040 | loss: 1.52631e-05 | val_loss: 9.86909e-06 | Time: 1444.59 ms [2021-05-21 09:32:23 main:581] : INFO : Epoch 2041 | loss: 7.8937e-06 | val_loss: 8.61938e-06 | Time: 1523.43 ms [2021-05-21 09:32:24 main:581] : INFO : Epoch 2042 | loss: 5.77184e-06 | val_loss: 5.08147e-06 | Time: 1516.3 ms [2021-05-21 09:32:26 main:581] : INFO : Epoch 2043 | loss: 5.0043e-06 | val_loss: 5.70551e-06 | Time: 1602.41 ms [2021-05-21 09:32:27 main:581] : INFO : Epoch 2044 | loss: 9.75673e-06 | val_loss: 2.6774e-05 | Time: 1616.3 ms [2021-05-21 09:32:29 main:581] : INFO : Epoch 2045 | loss: 4.46544e-05 | val_loss: 1.62897e-05 | Time: 1660.64 ms [2021-05-21 09:32:31 main:581] : INFO : Epoch 2046 | loss: 7.36928e-06 | val_loss: 5.74738e-06 | Time: 1595.34 ms [2021-05-21 09:32:32 main:581] : INFO : Epoch 2047 | loss: 4.74321e-06 | val_loss: 4.76072e-06 | Time: 1559.36 ms [2021-05-21 09:32:34 main:581] : INFO : Epoch 2048 | loss: 4.54026e-06 | val_loss: 4.63468e-06 | Time: 1655.81 ms [2021-05-21 09:32:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 4.63468e-06 [2021-05-21 09:32:34 main:610] : INFO : Saving end state to config to file [2021-05-21 09:32:34 main:615] : INFO : Success, exiting.. 09:32:34 (228441): 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)