Task 7796570
| Name | ParityModified-1631729310-12114-2_1 |
| Workunit | 5190927 |
| Created | 4 Oct 2021, 0:59:02 UTC |
| Sent | 4 Oct 2021, 2:29:06 UTC |
| Report deadline | 11 Oct 2021, 2:29:06 UTC |
| Received | 5 Oct 2021, 5:29:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 50 min 36 sec |
| CPU time | 50 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1543 | loss: 3.80885e-05 | val_loss: 3.83531e-05 | Time: 1457.37 ms [2021-10-05 07:16:37 main:581] : INFO : Epoch 1544 | loss: 4.28951e-05 | val_loss: 3.33514e-05 | Time: 1457.87 ms [2021-10-05 07:16:38 main:581] : INFO : Epoch 1545 | loss: 3.77986e-05 | val_loss: 3.48142e-05 | Time: 1461.84 ms [2021-10-05 07:16:40 main:581] : INFO : Epoch 1546 | loss: 3.68442e-05 | val_loss: 3.29564e-05 | Time: 1451.69 ms [2021-10-05 07:16:41 main:581] : INFO : Epoch 1547 | loss: 3.64899e-05 | val_loss: 3.29593e-05 | Time: 1456.1 ms [2021-10-05 07:16:43 main:581] : INFO : Epoch 1548 | loss: 3.65589e-05 | val_loss: 3.34785e-05 | Time: 1458.32 ms [2021-10-05 07:16:44 main:581] : INFO : Epoch 1549 | loss: 5.34836e-05 | val_loss: 5.56203e-05 | Time: 1453.18 ms [2021-10-05 07:16:45 main:581] : INFO : Epoch 1550 | loss: 4.32463e-05 | val_loss: 3.76095e-05 | Time: 1451.69 ms [2021-10-05 07:16:47 main:581] : INFO : Epoch 1551 | loss: 3.77497e-05 | val_loss: 3.3975e-05 | Time: 1455.17 ms [2021-10-05 07:16:48 main:581] : INFO : Epoch 1552 | loss: 3.69785e-05 | val_loss: 3.31801e-05 | Time: 1462.97 ms [2021-10-05 07:16:50 main:581] : INFO : Epoch 1553 | loss: 3.6476e-05 | val_loss: 3.29092e-05 | Time: 1474.76 ms [2021-10-05 07:16:51 main:581] : INFO : Epoch 1554 | loss: 3.67684e-05 | val_loss: 3.5102e-05 | Time: 1475.1 ms [2021-10-05 07:16:53 main:581] : INFO : Epoch 1555 | loss: 5.04225e-05 | val_loss: 3.99552e-05 | Time: 1476.88 ms [2021-10-05 07:16:54 main:581] : INFO : Epoch 1556 | loss: 3.8761e-05 | val_loss: 3.39262e-05 | Time: 1470.64 ms [2021-10-05 07:16:56 main:581] : INFO : Epoch 1557 | loss: 3.96628e-05 | val_loss: 4.2336e-05 | Time: 1475.04 ms [2021-10-05 07:16:57 main:581] : INFO : Epoch 1558 | loss: 4.11687e-05 | val_loss: 3.50691e-05 | Time: 1465.74 ms [2021-10-05 07:16:59 main:581] : INFO : Epoch 1559 | loss: 3.71415e-05 | val_loss: 3.37433e-05 | Time: 1458.76 ms [2021-10-05 07:17:00 main:581] : INFO : Epoch 1560 | loss: 3.63672e-05 | val_loss: 3.26472e-05 | Time: 1467.4 ms [2021-10-05 07:17:02 main:581] : INFO : Epoch 1561 | loss: 3.73314e-05 | val_loss: 3.3334e-05 | Time: 1454.03 ms [2021-10-05 07:17:03 main:581] : INFO : Epoch 1562 | loss: 3.62861e-05 | val_loss: 3.24569e-05 | Time: 1462.09 ms [2021-10-05 07:17:04 main:581] : INFO : Epoch 1563 | loss: 3.9014e-05 | val_loss: 5.10057e-05 | Time: 1474.18 ms [2021-10-05 07:17:06 main:581] : INFO : Epoch 1564 | loss: 4.9356e-05 | val_loss: 3.35131e-05 | Time: 1466.34 ms [2021-10-05 07:17:07 main:581] : INFO : Epoch 1565 | loss: 3.75908e-05 | val_loss: 3.26646e-05 | Time: 1455.93 ms [2021-10-05 07:17:09 main:581] : INFO : Epoch 1566 | loss: 3.63408e-05 | val_loss: 3.27974e-05 | Time: 1458.1 ms [2021-10-05 07:17:10 main:581] : INFO : Epoch 1567 | loss: 3.61489e-05 | val_loss: 3.20849e-05 | Time: 1451.33 ms [2021-10-05 07:17:12 main:581] : INFO : Epoch 1568 | loss: 3.57757e-05 | val_loss: 3.23387e-05 | Time: 1455.65 ms [2021-10-05 07:17:13 main:581] : INFO : Epoch 1569 | loss: 3.57352e-05 | val_loss: 3.24278e-05 | Time: 1469.08 ms [2021-10-05 07:17:15 main:581] : INFO : Epoch 1570 | loss: 3.59578e-05 | val_loss: 3.24347e-05 | Time: 1472.11 ms [2021-10-05 07:17:16 main:581] : INFO : Epoch 1571 | loss: 3.74473e-05 | val_loss: 3.44492e-05 | Time: 1476.1 ms [2021-10-05 07:17:18 main:581] : INFO : Epoch 1572 | loss: 3.66144e-05 | val_loss: 3.25851e-05 | Time: 1471.58 ms [2021-10-05 07:17:19 main:581] : INFO : Epoch 1573 | loss: 4.3261e-05 | val_loss: 4.85485e-05 | Time: 1475.15 ms [2021-10-05 07:17:21 main:581] : INFO : Epoch 1574 | loss: 5.34623e-05 | val_loss: 4.19194e-05 | Time: 1463.07 ms [2021-10-05 07:17:22 main:581] : INFO : Epoch 1575 | loss: 4.09047e-05 | val_loss: 3.46534e-05 | Time: 1469.75 ms [2021-10-05 07:17:24 main:581] : INFO : Epoch 1576 | loss: 3.65996e-05 | val_loss: 3.26796e-05 | Time: 1467.86 ms [2021-10-05 07:17:25 main:581] : INFO : Epoch 1577 | loss: 3.65802e-05 | val_loss: 3.18308e-05 | Time: 1483.46 ms [2021-10-05 07:17:27 main:581] : INFO : Epoch 1578 | loss: 4.31159e-05 | val_loss: 3.43543e-05 | Time: 1482.62 ms [2021-10-05 07:17:28 main:581] : INFO : Epoch 1579 | loss: 3.71818e-05 | val_loss: 3.25441e-05 | Time: 1471.84 ms [2021-10-05 07:17:29 main:581] : INFO : Epoch 1580 | loss: 3.5893e-05 | val_loss: 3.17373e-05 | Time: 1473.71 ms [2021-10-05 07:17:31 main:581] : INFO : Epoch 1581 | loss: 3.53057e-05 | val_loss: 3.17893e-05 | Time: 1481.61 ms [2021-10-05 07:17:32 main:581] : INFO : Epoch 1582 | loss: 3.60405e-05 | val_loss: 3.34653e-05 | Time: 1482.47 ms [2021-10-05 07:17:34 main:581] : INFO : Epoch 1583 | loss: 3.7964e-05 | val_loss: 3.78764e-05 | Time: 1476.64 ms [2021-10-05 07:17:35 main:581] : INFO : Epoch 1584 | loss: 4.19451e-05 | val_loss: 3.2216e-05 | Time: 1465.08 ms [2021-10-05 07:17:37 main:581] : INFO : Epoch 1585 | loss: 3.58627e-05 | val_loss: 3.19896e-05 | Time: 1465.36 ms [2021-10-05 07:17:38 main:581] : INFO : Epoch 1586 | loss: 3.63132e-05 | val_loss: 3.34566e-05 | Time: 1554.31 ms [2021-10-05 07:17:40 main:581] : INFO : Epoch 1587 | loss: 3.58754e-05 | val_loss: 3.157e-05 | Time: 1584.44 ms [2021-10-05 07:17:41 main:581] : INFO : Epoch 1588 | loss: 3.56853e-05 | val_loss: 3.15679e-05 | Time: 1507.98 ms [2021-10-05 07:17:43 main:581] : INFO : Epoch 1589 | loss: 3.67648e-05 | val_loss: 3.45129e-05 | Time: 1465.69 ms [2021-10-05 07:17:44 main:581] : INFO : Epoch 1590 | loss: 4.27629e-05 | val_loss: 3.65266e-05 | Time: 1464.31 ms [2021-10-05 07:17:46 main:581] : INFO : Epoch 1591 | loss: 3.74786e-05 | val_loss: 3.62585e-05 | Time: 1477.78 ms [2021-10-05 07:17:47 main:581] : INFO : Epoch 1592 | loss: 4.67812e-05 | val_loss: 3.41701e-05 | Time: 1534.83 ms [2021-10-05 07:17:49 main:581] : INFO : Epoch 1593 | loss: 4.88284e-05 | val_loss: 4.03986e-05 | Time: 1461.8 ms [2021-10-05 07:17:50 main:581] : INFO : Epoch 1594 | loss: 3.74701e-05 | val_loss: 3.22757e-05 | Time: 1513.23 ms [2021-10-05 07:17:52 main:581] : INFO : Epoch 1595 | loss: 3.52417e-05 | val_loss: 3.19603e-05 | Time: 1497.54 ms [2021-10-05 07:17:53 main:581] : INFO : Epoch 1596 | loss: 3.57057e-05 | val_loss: 3.10543e-05 | Time: 1491.17 ms [2021-10-05 07:17:55 main:581] : INFO : Epoch 1597 | loss: 3.51395e-05 | val_loss: 3.22322e-05 | Time: 1505.69 ms [2021-10-05 07:17:56 main:581] : INFO : Epoch 1598 | loss: 5.33153e-05 | val_loss: 4.42119e-05 | Time: 1473.69 ms [2021-10-05 07:17:58 main:581] : INFO : Epoch 1599 | loss: 4.13563e-05 | val_loss: 3.32385e-05 | Time: 1472.48 ms [2021-10-05 07:17:59 main:581] : INFO : Epoch 1600 | loss: 3.56434e-05 | val_loss: 3.11534e-05 | Time: 1464.79 ms [2021-10-05 07:18:01 main:581] : INFO : Epoch 1601 | loss: 3.50205e-05 | val_loss: 3.08012e-05 | Time: 1467.24 ms [2021-10-05 07:18:02 main:581] : INFO : Epoch 1602 | loss: 3.4578e-05 | val_loss: 3.08896e-05 | Time: 1456.33 ms [2021-10-05 07:18:04 main:581] : INFO : Epoch 1603 | loss: 3.46515e-05 | val_loss: 3.10539e-05 | Time: 1459.06 ms [2021-10-05 07:18:05 main:581] : INFO : Epoch 1604 | loss: 3.65345e-05 | val_loss: 3.68707e-05 | Time: 1469.04 ms [2021-10-05 07:18:07 main:581] : INFO : Epoch 1605 | loss: 4.01685e-05 | val_loss: 3.20568e-05 | Time: 1478.22 ms [2021-10-05 07:18:08 main:581] : INFO : Epoch 1606 | loss: 3.55194e-05 | val_loss: 3.08693e-05 | Time: 1463.88 ms [2021-10-05 07:18:10 main:581] : INFO : Epoch 1607 | loss: 3.45561e-05 | val_loss: 3.04769e-05 | Time: 1467.34 ms [2021-10-05 07:18:11 main:581] : INFO : Epoch 1608 | loss: 3.45258e-05 | val_loss: 3.13602e-05 | Time: 1463.54 ms [2021-10-05 07:18:13 main:581] : INFO : Epoch 1609 | loss: 3.5493e-05 | val_loss: 3.48095e-05 | Time: 1476.23 ms [2021-10-05 07:18:14 main:581] : INFO : Epoch 1610 | loss: 4.75453e-05 | val_loss: 4.14099e-05 | Time: 1460.68 ms [2021-10-05 07:18:15 main:581] : INFO : Epoch 1611 | loss: 3.81342e-05 | val_loss: 3.15657e-05 | Time: 1464.83 ms [2021-10-05 07:18:17 main:581] : INFO : Epoch 1612 | loss: 3.5593e-05 | val_loss: 3.1208e-05 | Time: 1457.6 ms [2021-10-05 07:18:18 main:581] : INFO : Epoch 1613 | loss: 3.52627e-05 | val_loss: 3.25987e-05 | Time: 1530.38 ms [2021-10-05 07:18:20 main:581] : INFO : Epoch 1614 | loss: 3.59197e-05 | val_loss: 3.52452e-05 | Time: 1530.04 ms [2021-10-05 07:18:21 main:581] : INFO : Epoch 1615 | loss: 4.307e-05 | val_loss: 3.08773e-05 | Time: 1458.46 ms [2021-10-05 07:18:23 main:581] : INFO : Epoch 1616 | loss: 3.54636e-05 | val_loss: 3.1482e-05 | Time: 1487.27 ms [2021-10-05 07:18:24 main:581] : INFO : Epoch 1617 | loss: 3.57654e-05 | val_loss: 3.29625e-05 | Time: 1563.77 ms [2021-10-05 07:18:26 main:581] : INFO : Epoch 1618 | loss: 3.75373e-05 | val_loss: 3.26865e-05 | Time: 1556.46 ms [2021-10-05 07:18:27 main:581] : INFO : Epoch 1619 | loss: 3.82723e-05 | val_loss: 3.17466e-05 | Time: 1446.04 ms [2021-10-05 07:18:29 main:581] : INFO : Epoch 1620 | loss: 3.82498e-05 | val_loss: 3.53719e-05 | Time: 1447.26 ms [2021-10-05 07:18:30 main:581] : INFO : Epoch 1621 | loss: 3.91211e-05 | val_loss: 3.80593e-05 | Time: 1456.51 ms [2021-10-05 07:18:32 main:581] : INFO : Epoch 1622 | loss: 3.61013e-05 | val_loss: 3.05379e-05 | Time: 1446.32 ms [2021-10-05 07:18:33 main:581] : INFO : Epoch 1623 | loss: 3.59376e-05 | val_loss: 3.40547e-05 | Time: 1467.95 ms [2021-10-05 07:18:35 main:581] : INFO : Epoch 1624 | loss: 4.05779e-05 | val_loss: 3.48389e-05 | Time: 1457.91 ms [2021-10-05 07:18:36 main:581] : INFO : Epoch 1625 | loss: 3.74228e-05 | val_loss: 3.2906e-05 | Time: 1460.84 ms [2021-10-05 07:18:38 main:581] : INFO : Epoch 1626 | loss: 3.49919e-05 | val_loss: 3.01955e-05 | Time: 1462.38 ms [2021-10-05 07:18:39 main:581] : INFO : Epoch 1627 | loss: 3.54615e-05 | val_loss: 3.70201e-05 | Time: 1459.66 ms [2021-10-05 07:18:41 main:581] : INFO : Epoch 1628 | loss: 4.41097e-05 | val_loss: 3.26252e-05 | Time: 1455.99 ms [2021-10-05 07:18:42 main:581] : INFO : Epoch 1629 | loss: 4.10272e-05 | val_loss: 3.53944e-05 | Time: 1464.16 ms [2021-10-05 07:18:44 main:581] : INFO : Epoch 1630 | loss: 3.61192e-05 | val_loss: 3.28516e-05 | Time: 1464.13 ms [2021-10-05 07:18:45 main:581] : INFO : Epoch 1631 | loss: 3.65965e-05 | val_loss: 3.02359e-05 | Time: 1456.66 ms [2021-10-05 07:18:46 main:581] : INFO : Epoch 1632 | loss: 3.4247e-05 | val_loss: 3.16467e-05 | Time: 1464.09 ms [2021-10-05 07:18:48 main:581] : INFO : Epoch 1633 | loss: 3.89761e-05 | val_loss: 3.68185e-05 | Time: 1467.22 ms [2021-10-05 07:18:49 main:581] : INFO : Epoch 1634 | loss: 3.58762e-05 | val_loss: 3.26933e-05 | Time: 1468.4 ms [2021-10-05 07:18:51 main:581] : INFO : Epoch 1635 | loss: 4.18863e-05 | val_loss: 3.21208e-05 | Time: 1450.08 ms [2021-10-05 07:18:52 main:581] : INFO : Epoch 1636 | loss: 3.503e-05 | val_loss: 3.04393e-05 | Time: 1454.89 ms [2021-10-05 07:18:54 main:581] : INFO : Epoch 1637 | loss: 3.45304e-05 | val_loss: 3.08677e-05 | Time: 1457.18 ms [2021-10-05 07:18:55 main:581] : INFO : Epoch 1638 | loss: 3.43771e-05 | val_loss: 3.00416e-05 | Time: 1470.65 ms [2021-10-05 07:18:57 main:581] : INFO : Epoch 1639 | loss: 3.39635e-05 | val_loss: 3.18364e-05 | Time: 1463.3 ms [2021-10-05 07:18:58 main:581] : INFO : Epoch 1640 | loss: 3.86664e-05 | val_loss: 3.84559e-05 | Time: 1465.77 ms [2021-10-05 07:19:00 main:581] : INFO : Epoch 1641 | loss: 5.02528e-05 | val_loss: 3.9952e-05 | Time: 1471.07 ms [2021-10-05 07:19:01 main:581] : INFO : Epoch 1642 | loss: 3.7433e-05 | val_loss: 3.17107e-05 | Time: 1466.62 ms [2021-10-05 07:19:03 main:581] : INFO : Epoch 1643 | loss: 3.43041e-05 | val_loss: 3.08696e-05 | Time: 1486.83 ms [2021-10-05 07:19:04 main:581] : INFO : Epoch 1644 | loss: 3.44839e-05 | val_loss: 3.26352e-05 | Time: 1464.54 ms [2021-10-05 07:19:06 main:581] : INFO : Epoch 1645 | loss: 3.55429e-05 | val_loss: 3.12103e-05 | Time: 1530.97 ms [2021-10-05 07:19:07 main:581] : INFO : Epoch 1646 | loss: 3.50387e-05 | val_loss: 3.03963e-05 | Time: 1480.08 ms [2021-10-05 07:19:09 main:581] : INFO : Epoch 1647 | loss: 3.5901e-05 | val_loss: 3.44887e-05 | Time: 1529.73 ms [2021-10-05 07:19:10 main:581] : INFO : Epoch 1648 | loss: 3.81695e-05 | val_loss: 3.38479e-05 | Time: 1468.69 ms [2021-10-05 07:19:12 main:581] : INFO : Epoch 1649 | loss: 3.49102e-05 | val_loss: 3.00289e-05 | Time: 1464.96 ms [2021-10-05 07:19:13 main:581] : INFO : Epoch 1650 | loss: 3.35254e-05 | val_loss: 3.07033e-05 | Time: 1462.3 ms [2021-10-05 07:19:14 main:581] : INFO : Epoch 1651 | loss: 4.34419e-05 | val_loss: 6.65795e-05 | Time: 1468.84 ms [2021-10-05 07:19:16 main:581] : INFO : Epoch 1652 | loss: 4.54967e-05 | val_loss: 3.55445e-05 | Time: 1463.85 ms [2021-10-05 07:19:17 main:581] : INFO : Epoch 1653 | loss: 3.61437e-05 | val_loss: 3.37673e-05 | Time: 1466.34 ms [2021-10-05 07:19:19 main:581] : INFO : Epoch 1654 | loss: 3.75404e-05 | val_loss: 3.15195e-05 | Time: 1499.46 ms [2021-10-05 07:19:20 main:581] : INFO : Epoch 1655 | loss: 3.3803e-05 | val_loss: 2.98532e-05 | Time: 1473.42 ms [2021-10-05 07:19:22 main:581] : INFO : Epoch 1656 | loss: 3.57331e-05 | val_loss: 3.23635e-05 | Time: 1460.53 ms [2021-10-05 07:19:23 main:581] : INFO : Epoch 1657 | loss: 3.38159e-05 | val_loss: 2.99146e-05 | Time: 1470.49 ms [2021-10-05 07:19:25 main:581] : INFO : Epoch 1658 | loss: 3.41813e-05 | val_loss: 3.01724e-05 | Time: 1460.77 ms [2021-10-05 07:19:26 main:581] : INFO : Epoch 1659 | loss: 3.32894e-05 | val_loss: 2.97075e-05 | Time: 1461.08 ms [2021-10-05 07:19:28 main:581] : INFO : Epoch 1660 | loss: 3.49068e-05 | val_loss: 3.47426e-05 | Time: 1473.61 ms [2021-10-05 07:19:29 main:581] : INFO : Epoch 1661 | loss: 3.60945e-05 | val_loss: 3.06805e-05 | Time: 1502.25 ms [2021-10-05 07:19:31 main:581] : INFO : Epoch 1662 | loss: 4.31509e-05 | val_loss: 6.13393e-05 | Time: 1506.96 ms [2021-10-05 07:19:32 main:581] : INFO : Epoch 1663 | loss: 4.56406e-05 | val_loss: 5.83737e-05 | Time: 1475.98 ms [2021-10-05 07:19:34 main:581] : INFO : Epoch 1664 | loss: 4.68994e-05 | val_loss: 3.22486e-05 | Time: 1454.18 ms [2021-10-05 07:19:35 main:581] : INFO : Epoch 1665 | loss: 3.46067e-05 | val_loss: 3.0243e-05 | Time: 1466.12 ms [2021-10-05 07:19:37 main:581] : INFO : Epoch 1666 | loss: 3.33904e-05 | val_loss: 2.97957e-05 | Time: 1472.94 ms [2021-10-05 07:19:38 main:581] : INFO : Epoch 1667 | loss: 3.32564e-05 | val_loss: 3.02652e-05 | Time: 1476.18 ms [2021-10-05 07:19:39 main:581] : INFO : Epoch 1668 | loss: 4.06094e-05 | val_loss: 4.14017e-05 | Time: 1464.29 ms [2021-10-05 07:19:41 main:581] : INFO : Epoch 1669 | loss: 3.73602e-05 | val_loss: 3.19049e-05 | Time: 1469.05 ms [2021-10-05 07:19:42 main:581] : INFO : Epoch 1670 | loss: 3.37836e-05 | val_loss: 2.99405e-05 | Time: 1458.46 ms [2021-10-05 07:19:44 main:581] : INFO : Epoch 1671 | loss: 3.3398e-05 | val_loss: 2.97684e-05 | Time: 1489.33 ms [2021-10-05 07:19:45 main:581] : INFO : Epoch 1672 | loss: 3.32553e-05 | val_loss: 3.00009e-05 | Time: 1467.11 ms [2021-10-05 07:19:47 main:581] : INFO : Epoch 1673 | loss: 3.43101e-05 | val_loss: 3.36401e-05 | Time: 1474.45 ms [2021-10-05 07:19:48 main:581] : INFO : Epoch 1674 | loss: 3.76759e-05 | val_loss: 3.32624e-05 | Time: 1471.38 ms [2021-10-05 07:19:50 main:581] : INFO : Epoch 1675 | loss: 3.67911e-05 | val_loss: 3.11506e-05 | Time: 1466.68 ms [2021-10-05 07:19:51 main:581] : INFO : Epoch 1676 | loss: 3.37493e-05 | val_loss: 3.00525e-05 | Time: 1459.87 ms [2021-10-05 07:19:53 main:581] : INFO : Epoch 1677 | loss: 3.38206e-05 | val_loss: 3.21795e-05 | Time: 1463.53 ms [2021-10-05 07:19:54 main:581] : INFO : Epoch 1678 | loss: 3.80542e-05 | val_loss: 3.17714e-05 | Time: 1510.07 ms [2021-10-05 07:19:56 main:581] : INFO : Epoch 1679 | loss: 4.23887e-05 | val_loss: 3.37614e-05 | Time: 1554.89 ms [2021-10-05 07:19:57 main:581] : INFO : Epoch 1680 | loss: 3.55136e-05 | val_loss: 2.91699e-05 | Time: 1538.58 ms [2021-10-05 07:19:59 main:581] : INFO : Epoch 1681 | loss: 3.38278e-05 | val_loss: 2.90762e-05 | Time: 1467.4 ms [2021-10-05 07:20:00 main:581] : INFO : Epoch 1682 | loss: 3.32862e-05 | val_loss: 2.91383e-05 | Time: 1468.49 ms [2021-10-05 07:20:02 main:581] : INFO : Epoch 1683 | loss: 3.33758e-05 | val_loss: 3.00984e-05 | Time: 1466.21 ms [2021-10-05 07:20:03 main:581] : INFO : Epoch 1684 | loss: 3.60476e-05 | val_loss: 3.95829e-05 | Time: 1473.82 ms [2021-10-05 07:20:05 main:581] : INFO : Epoch 1685 | loss: 4.04778e-05 | val_loss: 3.26676e-05 | Time: 1482.74 ms [2021-10-05 07:20:06 main:581] : INFO : Epoch 1686 | loss: 3.43203e-05 | val_loss: 3.11237e-05 | Time: 1480.83 ms [2021-10-05 07:20:08 main:581] : INFO : Epoch 1687 | loss: 3.38904e-05 | val_loss: 2.97825e-05 | Time: 1478.34 ms [2021-10-05 07:20:09 main:581] : INFO : Epoch 1688 | loss: 3.4799e-05 | val_loss: 3.0183e-05 | Time: 1466.86 ms [2021-10-05 07:20:11 main:581] : INFO : Epoch 1689 | loss: 3.31727e-05 | val_loss: 2.89107e-05 | Time: 1468.56 ms [2021-10-05 07:20:12 main:581] : INFO : Epoch 1690 | loss: 3.52929e-05 | val_loss: 4.14379e-05 | Time: 1468.21 ms [2021-10-05 07:20:14 main:581] : INFO : Epoch 1691 | loss: 4.69814e-05 | val_loss: 3.4023e-05 | Time: 1467.1 ms [2021-10-05 07:20:15 main:581] : INFO : Epoch 1692 | loss: 3.52305e-05 | val_loss: 3.09074e-05 | Time: 1471.07 ms [2021-10-05 07:20:16 main:581] : INFO : Epoch 1693 | loss: 3.37833e-05 | val_loss: 3.06978e-05 | Time: 1477.29 ms [2021-10-05 07:20:18 main:581] : INFO : Epoch 1694 | loss: 3.33941e-05 | val_loss: 2.94699e-05 | Time: 1476.97 ms [2021-10-05 07:20:19 main:581] : INFO : Epoch 1695 | loss: 3.53233e-05 | val_loss: 3.40729e-05 | Time: 1474.77 ms [2021-10-05 07:20:21 main:581] : INFO : Epoch 1696 | loss: 3.55499e-05 | val_loss: 2.98549e-05 | Time: 1477.97 ms [2021-10-05 07:20:22 main:581] : INFO : Epoch 1697 | loss: 3.48871e-05 | val_loss: 3.46166e-05 | Time: 1477.42 ms [2021-10-05 07:20:24 main:581] : INFO : Epoch 1698 | loss: 3.59809e-05 | val_loss: 3.01337e-05 | Time: 1459.14 ms [2021-10-05 07:20:25 main:581] : INFO : Epoch 1699 | loss: 3.4456e-05 | val_loss: 2.95899e-05 | Time: 1461.66 ms [2021-10-05 07:20:27 main:581] : INFO : Epoch 1700 | loss: 3.35009e-05 | val_loss: 2.93853e-05 | Time: 1457.11 ms [2021-10-05 07:20:28 main:581] : INFO : Epoch 1701 | loss: 3.69016e-05 | val_loss: 3.88022e-05 | Time: 1468.8 ms [2021-10-05 07:20:30 main:581] : INFO : Epoch 1702 | loss: 3.70774e-05 | val_loss: 3.16018e-05 | Time: 1456.11 ms [2021-10-05 07:20:31 main:581] : INFO : Epoch 1703 | loss: 4.70914e-05 | val_loss: 3.38778e-05 | Time: 1457.87 ms [2021-10-05 07:20:33 main:581] : INFO : Epoch 1704 | loss: 3.62506e-05 | val_loss: 3.21493e-05 | Time: 1462.38 ms [2021-10-05 07:20:34 main:581] : INFO : Epoch 1705 | loss: 3.37083e-05 | val_loss: 2.98114e-05 | Time: 1464.48 ms [2021-10-05 07:20:36 main:581] : INFO : Epoch 1706 | loss: 0.0221977 | val_loss: 0.0317039 | Time: 1473.08 ms [2021-10-05 07:20:37 main:581] : INFO : Epoch 1707 | loss: 0.0314222 | val_loss: 0.0312627 | Time: 1468.84 ms [2021-10-05 07:20:38 main:581] : INFO : Epoch 1708 | loss: 0.0312606 | val_loss: 0.0312418 | Time: 1460.8 ms [2021-10-05 07:20:40 main:581] : INFO : Epoch 1709 | loss: 0.0312339 | val_loss: 0.0312205 | Time: 1456.78 ms [2021-10-05 07:20:41 main:581] : INFO : Epoch 1710 | loss: 0.0311977 | val_loss: 0.031169 | Time: 1457.72 ms [2021-10-05 07:20:43 main:581] : INFO : Epoch 1711 | loss: 0.0310889 | val_loss: 0.0309919 | Time: 1463.38 ms [2021-10-05 07:20:44 main:581] : INFO : Epoch 1712 | loss: 0.0308048 | val_loss: 0.0306082 | Time: 1455.88 ms [2021-10-05 07:20:46 main:581] : INFO : Epoch 1713 | loss: 0.0323288 | val_loss: 0.0321292 | Time: 1450.06 ms [2021-10-05 07:20:47 main:581] : INFO : Epoch 1714 | loss: 0.0307789 | val_loss: 0.0299166 | Time: 1463.05 ms [2021-10-05 07:20:49 main:581] : INFO : Epoch 1715 | loss: 0.0296564 | val_loss: 0.0294835 | Time: 1464.29 ms [2021-10-05 07:20:50 main:581] : INFO : Epoch 1716 | loss: 0.0292225 | val_loss: 0.0334446 | Time: 1465.29 ms [2021-10-05 07:20:52 main:581] : INFO : Epoch 1717 | loss: 0.030154 | val_loss: 0.0295595 | Time: 1457.53 ms [2021-10-05 07:20:53 main:581] : INFO : Epoch 1718 | loss: 0.0292128 | val_loss: 0.0295883 | Time: 1446.67 ms [2021-10-05 07:20:54 main:581] : INFO : Epoch 1719 | loss: 0.0284188 | val_loss: 0.0276515 | Time: 1449.16 ms [2021-10-05 07:20:56 main:581] : INFO : Epoch 1720 | loss: 0.0273489 | val_loss: 0.0272176 | Time: 1450.61 ms [2021-10-05 07:20:57 main:581] : INFO : Epoch 1721 | loss: 0.0269964 | val_loss: 0.0267613 | Time: 1448.11 ms [2021-10-05 07:20:59 main:581] : INFO : Epoch 1722 | loss: 0.026707 | val_loss: 0.0265607 | Time: 1467.79 ms [2021-10-05 07:21:00 main:581] : INFO : Epoch 1723 | loss: 0.0264887 | val_loss: 0.0263069 | Time: 1464.57 ms [2021-10-05 07:21:02 main:581] : INFO : Epoch 1724 | loss: 0.0262706 | val_loss: 0.0261108 | Time: 1472.24 ms [2021-10-05 07:21:03 main:581] : INFO : Epoch 1725 | loss: 0.0260863 | val_loss: 0.0260072 | Time: 1448.53 ms [2021-10-05 07:21:05 main:581] : INFO : Epoch 1726 | loss: 0.0259241 | val_loss: 0.0257385 | Time: 1489.24 ms [2021-10-05 07:21:06 main:581] : INFO : Epoch 1727 | loss: 0.0256258 | val_loss: 0.0254719 | Time: 1492.68 ms [2021-10-05 07:21:08 main:581] : INFO : Epoch 1728 | loss: 0.0253891 | val_loss: 0.0252486 | Time: 1456.9 ms [2021-10-05 07:21:09 main:581] : INFO : Epoch 1729 | loss: 0.0251568 | val_loss: 0.0250015 | Time: 1477.61 ms [2021-10-05 07:21:11 main:581] : INFO : Epoch 1730 | loss: 0.0250029 | val_loss: 0.024979 | Time: 1458.56 ms [2021-10-05 07:21:12 main:581] : INFO : Epoch 1731 | loss: 0.0248776 | val_loss: 0.0247683 | Time: 1442.51 ms [2021-10-05 07:21:14 main:581] : INFO : Epoch 1732 | loss: 0.0247503 | val_loss: 0.0246766 | Time: 1450.32 ms [2021-10-05 07:21:15 main:581] : INFO : Epoch 1733 | loss: 0.0246655 | val_loss: 0.0245763 | Time: 1466.14 ms [2021-10-05 07:21:16 main:581] : INFO : Epoch 1734 | loss: 0.0245658 | val_loss: 0.0244846 | Time: 1466.94 ms [2021-10-05 07:21:18 main:581] : INFO : Epoch 1735 | loss: 0.024549 | val_loss: 0.0245094 | Time: 1466.7 ms [2021-10-05 07:21:19 main:581] : INFO : Epoch 1736 | loss: 0.0244328 | val_loss: 0.0243637 | Time: 1469.56 ms [2021-10-05 07:21:21 main:581] : INFO : Epoch 1737 | loss: 0.0243953 | val_loss: 0.024332 | Time: 1457.6 ms [2021-10-05 07:21:22 main:581] : INFO : Epoch 1738 | loss: 0.0243779 | val_loss: 0.0244745 | Time: 1456.88 ms [2021-10-05 07:21:24 main:581] : INFO : Epoch 1739 | loss: 0.024283 | val_loss: 0.0240889 | Time: 1460.49 ms [2021-10-05 07:21:25 main:581] : INFO : Epoch 1740 | loss: 0.02379 | val_loss: 0.0225176 | Time: 1451.28 ms [2021-10-05 07:21:27 main:581] : INFO : Epoch 1741 | loss: 0.0228363 | val_loss: 0.0210032 | Time: 1451.62 ms [2021-10-05 07:21:28 main:581] : INFO : Epoch 1742 | loss: 0.0208607 | val_loss: 0.0202686 | Time: 1444.94 ms [2021-10-05 07:21:30 main:581] : INFO : Epoch 1743 | loss: 0.0200586 | val_loss: 0.0197431 | Time: 1461.27 ms [2021-10-05 07:21:31 main:581] : INFO : Epoch 1744 | loss: 0.0196525 | val_loss: 0.0194998 | Time: 1452.89 ms [2021-10-05 07:21:32 main:581] : INFO : Epoch 1745 | loss: 0.0194246 | val_loss: 0.0192856 | Time: 1455.47 ms [2021-10-05 07:21:34 main:581] : INFO : Epoch 1746 | loss: 0.019188 | val_loss: 0.0190495 | Time: 1450.24 ms [2021-10-05 07:21:35 main:581] : INFO : Epoch 1747 | loss: 0.019007 | val_loss: 0.0187544 | Time: 1558.24 ms [2021-10-05 07:21:37 main:581] : INFO : Epoch 1748 | loss: 0.0186597 | val_loss: 0.0184996 | Time: 1562.31 ms [2021-10-05 07:21:39 main:581] : INFO : Epoch 1749 | loss: 0.0183095 | val_loss: 0.018071 | Time: 1513.99 ms [2021-10-05 07:21:40 main:581] : INFO : Epoch 1750 | loss: 0.0175944 | val_loss: 0.0164699 | Time: 1449.61 ms [2021-10-05 07:21:41 main:581] : INFO : Epoch 1751 | loss: 0.02516 | val_loss: 0.0241461 | Time: 1446.17 ms [2021-10-05 07:21:43 main:581] : INFO : Epoch 1752 | loss: 0.0215186 | val_loss: 0.0193612 | Time: 1440.53 ms [2021-10-05 07:21:44 main:581] : INFO : Epoch 1753 | loss: 0.0184884 | val_loss: 0.0173498 | Time: 1446.26 ms [2021-10-05 07:21:46 main:581] : INFO : Epoch 1754 | loss: 0.0165399 | val_loss: 0.0159404 | Time: 1440.91 ms [2021-10-05 07:21:47 main:581] : INFO : Epoch 1755 | loss: 0.0157415 | val_loss: 0.0155923 | Time: 1447.05 ms [2021-10-05 07:21:49 main:581] : INFO : Epoch 1756 | loss: 0.0155175 | val_loss: 0.0154218 | Time: 1458.46 ms [2021-10-05 07:21:50 main:581] : INFO : Epoch 1757 | loss: 0.0153472 | val_loss: 0.0152947 | Time: 1470.67 ms [2021-10-05 07:21:52 main:581] : INFO : Epoch 1758 | loss: 0.0152178 | val_loss: 0.0151771 | Time: 1534.86 ms [2021-10-05 07:21:53 main:581] : INFO : Epoch 1759 | loss: 0.0151483 | val_loss: 0.0151878 | Time: 1621.06 ms [2021-10-05 07:21:55 main:581] : INFO : Epoch 1760 | loss: 0.0150981 | val_loss: 0.015067 | Time: 1550.38 ms [2021-10-05 07:21:56 main:581] : INFO : Epoch 1761 | loss: 0.0150299 | val_loss: 0.0150172 | Time: 1471.99 ms [2021-10-05 07:21:58 main:581] : INFO : Epoch 1762 | loss: 0.0150191 | val_loss: 0.0149743 | Time: 1519.18 ms [2021-10-05 07:21:59 main:581] : INFO : Epoch 1763 | loss: 0.0149985 | val_loss: 0.0150566 | Time: 1463.53 ms [2021-10-05 07:22:01 main:581] : INFO : Epoch 1764 | loss: 0.0149715 | val_loss: 0.0148997 | Time: 1479.09 ms [2021-10-05 07:22:02 main:581] : INFO : Epoch 1765 | loss: 0.0149876 | val_loss: 0.0149818 | Time: 1499.09 ms [2021-10-05 07:22:04 main:581] : INFO : Epoch 1766 | loss: 0.0148928 | val_loss: 0.0148394 | Time: 1488.36 ms [2021-10-05 07:22:05 main:581] : INFO : Epoch 1767 | loss: 0.0148151 | val_loss: 0.0148289 | Time: 1457.31 ms [2021-10-05 07:22:07 main:581] : INFO : Epoch 1768 | loss: 0.0148099 | val_loss: 0.0148742 | Time: 1460.06 ms [2021-10-05 07:22:08 main:581] : INFO : Epoch 1769 | loss: 0.0147984 | val_loss: 0.014766 | Time: 1525.06 ms [2021-10-05 07:22:10 main:581] : INFO : Epoch 1770 | loss: 0.0147504 | val_loss: 0.0147484 | Time: 1566.48 ms [2021-10-05 07:22:11 main:581] : INFO : Epoch 1771 | loss: 0.0147623 | val_loss: 0.014768 | Time: 1530.52 ms [2021-10-05 07:22:13 main:581] : INFO : Epoch 1772 | loss: 0.0147275 | val_loss: 0.0147069 | Time: 1463.83 ms [2021-10-05 07:22:14 main:581] : INFO : Epoch 1773 | loss: 0.014685 | val_loss: 0.0146878 | Time: 1501.34 ms [2021-10-05 07:22:16 main:581] : INFO : Epoch 1774 | loss: 0.0146847 | val_loss: 0.0147137 | Time: 1484.61 ms [2021-10-05 07:22:17 main:581] : INFO : Epoch 1775 | loss: 0.0146557 | val_loss: 0.014655 | Time: 1548.07 ms [2021-10-05 07:22:19 main:581] : INFO : Epoch 1776 | loss: 0.0146505 | val_loss: 0.014658 | Time: 1463.75 ms [2021-10-05 07:22:20 main:581] : INFO : Epoch 1777 | loss: 0.0146405 | val_loss: 0.0147006 | Time: 1553.12 ms [2021-10-05 07:22:22 main:581] : INFO : Epoch 1778 | loss: 0.0146668 | val_loss: 0.0146324 | Time: 1554.78 ms [2021-10-05 07:22:23 main:581] : INFO : Epoch 1779 | loss: 0.0169671 | val_loss: 0.0176716 | Time: 1560.57 ms [2021-10-05 07:22:25 main:581] : INFO : Epoch 1780 | loss: 0.0166686 | val_loss: 0.0157751 | Time: 1496.46 ms [2021-10-05 07:22:26 main:581] : INFO : Epoch 1781 | loss: 0.0150608 | val_loss: 0.0147765 | Time: 1452.5 ms [2021-10-05 07:22:28 main:581] : INFO : Epoch 1782 | loss: 0.014694 | val_loss: 0.0146565 | Time: 1452.66 ms [2021-10-05 07:22:29 main:581] : INFO : Epoch 1783 | loss: 0.0146149 | val_loss: 0.0146144 | Time: 1449.16 ms [2021-10-05 07:22:31 main:581] : INFO : Epoch 1784 | loss: 0.014579 | val_loss: 0.0145824 | Time: 1458.65 ms [2021-10-05 07:22:32 main:581] : INFO : Epoch 1785 | loss: 0.0145581 | val_loss: 0.0145801 | Time: 1447.15 ms [2021-10-05 07:22:34 main:581] : INFO : Epoch 1786 | loss: 0.0145542 | val_loss: 0.0145741 | Time: 1458.92 ms [2021-10-05 07:22:35 main:581] : INFO : Epoch 1787 | loss: 0.0145354 | val_loss: 0.0145485 | Time: 1456.12 ms [2021-10-05 07:22:37 main:581] : INFO : Epoch 1788 | loss: 0.0145209 | val_loss: 0.0145425 | Time: 1451.51 ms [2021-10-05 07:22:38 main:581] : INFO : Epoch 1789 | loss: 0.0145129 | val_loss: 0.0145244 | Time: 1459.99 ms [2021-10-05 07:22:40 main:581] : INFO : Epoch 1790 | loss: 0.0144992 | val_loss: 0.0145186 | Time: 1471.2 ms [2021-10-05 07:22:41 main:581] : INFO : Epoch 1791 | loss: 0.0144888 | val_loss: 0.0145036 | Time: 1462 ms [2021-10-05 07:22:42 main:581] : INFO : Epoch 1792 | loss: 0.0144793 | val_loss: 0.0145055 | Time: 1449.52 ms [2021-10-05 07:22:44 main:581] : INFO : Epoch 1793 | loss: 0.0144708 | val_loss: 0.0144978 | Time: 1450.11 ms [2021-10-05 07:22:45 main:581] : INFO : Epoch 1794 | loss: 0.0144612 | val_loss: 0.0144803 | Time: 1443.85 ms [2021-10-05 07:22:47 main:581] : INFO : Epoch 1795 | loss: 0.0144478 | val_loss: 0.0144678 | Time: 1463.17 ms [2021-10-05 07:22:48 main:581] : INFO : Epoch 1796 | loss: 0.0144354 | val_loss: 0.014452 | Time: 1533.57 ms [2021-10-05 07:22:50 main:581] : INFO : Epoch 1797 | loss: 0.0144747 | val_loss: 0.0147948 | Time: 1464.28 ms [2021-10-05 07:22:51 main:581] : INFO : Epoch 1798 | loss: 0.0146148 | val_loss: 0.0145367 | Time: 1477.53 ms [2021-10-05 07:22:53 main:581] : INFO : Epoch 1799 | loss: 0.0144585 | val_loss: 0.0144419 | Time: 1535.36 ms [2021-10-05 07:22:54 main:581] : INFO : Epoch 1800 | loss: 0.0144003 | val_loss: 0.0144177 | Time: 1468.1 ms [2021-10-05 07:22:56 main:581] : INFO : Epoch 1801 | loss: 0.0143783 | val_loss: 0.0143915 | Time: 1458.46 ms [2021-10-05 07:22:57 main:581] : INFO : Epoch 1802 | loss: 0.0143575 | val_loss: 0.0143734 | Time: 1462.71 ms [2021-10-05 07:22:59 main:581] : INFO : Epoch 1803 | loss: 0.0143411 | val_loss: 0.014355 | Time: 1462.55 ms [2021-10-05 07:23:00 main:581] : INFO : Epoch 1804 | loss: 0.0143206 | val_loss: 0.0143352 | Time: 1451.84 ms [2021-10-05 07:23:02 main:581] : INFO : Epoch 1805 | loss: 0.0143024 | val_loss: 0.0143119 | Time: 1454.49 ms [2021-10-05 07:23:03 main:581] : INFO : Epoch 1806 | loss: 0.0142763 | val_loss: 0.014285 | Time: 1477.86 ms [2021-10-05 07:23:05 main:581] : INFO : Epoch 1807 | loss: 0.0142527 | val_loss: 0.0142646 | Time: 1509.47 ms [2021-10-05 07:23:06 main:581] : INFO : Epoch 1808 | loss: 0.0142236 | val_loss: 0.0142321 | Time: 1473.91 ms [2021-10-05 07:23:08 main:581] : INFO : Epoch 1809 | loss: 0.0141921 | val_loss: 0.0141967 | Time: 1470.01 ms [2021-10-05 07:23:09 main:581] : INFO : Epoch 1810 | loss: 0.0141531 | val_loss: 0.0141577 | Time: 1468.61 ms [2021-10-05 07:23:10 main:581] : INFO : Epoch 1811 | loss: 0.014104 | val_loss: 0.0140949 | Time: 1465.37 ms [2021-10-05 07:23:12 main:581] : INFO : Epoch 1812 | loss: 0.013999 | val_loss: 0.0139005 | Time: 1453.34 ms [2021-10-05 07:23:13 main:581] : INFO : Epoch 1813 | loss: 0.0139944 | val_loss: 0.0187988 | Time: 1485.34 ms [2021-10-05 07:23:15 main:581] : INFO : Epoch 1814 | loss: 0.0309865 | val_loss: 0.031257 | Time: 1455.56 ms [2021-10-05 07:23:16 main:581] : INFO : Epoch 1815 | loss: 0.0312539 | val_loss: 0.0312614 | Time: 1452.5 ms [2021-10-05 07:23:18 main:581] : INFO : Epoch 1816 | loss: 0.0312507 | val_loss: 0.0312352 | Time: 1462.72 ms [2021-10-05 07:23:19 main:581] : INFO : Epoch 1817 | loss: 0.0312197 | val_loss: 0.0311917 | Time: 1469.4 ms [2021-10-05 07:23:21 main:581] : INFO : Epoch 1818 | loss: 0.0311439 | val_loss: 0.0310582 | Time: 1467.52 ms [2021-10-05 07:23:22 main:581] : INFO : Epoch 1819 | loss: 0.0309797 | val_loss: 0.0308291 | Time: 1457.84 ms [2021-10-05 07:23:24 main:581] : INFO : Epoch 1820 | loss: 0.0313174 | val_loss: 0.031138 | Time: 1457.21 ms [2021-10-05 07:23:25 main:581] : INFO : Epoch 1821 | loss: 0.0304632 | val_loss: 0.0295767 | Time: 1552.92 ms [2021-10-05 07:23:27 main:581] : INFO : Epoch 1822 | loss: 0.0292122 | val_loss: 0.0289294 | Time: 1459.96 ms [2021-10-05 07:23:28 main:581] : INFO : Epoch 1823 | loss: 0.0288264 | val_loss: 0.0287869 | Time: 1478.38 ms [2021-10-05 07:23:30 main:581] : INFO : Epoch 1824 | loss: 0.028743 | val_loss: 0.0287462 | Time: 1452.89 ms [2021-10-05 07:23:31 main:581] : INFO : Epoch 1825 | loss: 0.0287139 | val_loss: 0.0287262 | Time: 1451.27 ms [2021-10-05 07:23:33 main:581] : INFO : Epoch 1826 | loss: 0.0286928 | val_loss: 0.0287003 | Time: 1484.36 ms [2021-10-05 07:23:34 main:581] : INFO : Epoch 1827 | loss: 0.0286785 | val_loss: 0.0286897 | Time: 1463.44 ms [2021-10-05 07:23:36 main:581] : INFO : Epoch 1828 | loss: 0.0286646 | val_loss: 0.0286779 | Time: 1574 ms [2021-10-05 07:23:37 main:581] : INFO : Epoch 1829 | loss: 0.0286503 | val_loss: 0.0286621 | Time: 1469.91 ms [2021-10-05 07:23:38 main:581] : INFO : Epoch 1830 | loss: 0.0286376 | val_loss: 0.0286637 | Time: 1457.77 ms [2021-10-05 07:23:40 main:581] : INFO : Epoch 1831 | loss: 0.0286277 | val_loss: 0.0286408 | Time: 1455.52 ms [2021-10-05 07:23:41 main:581] : INFO : Epoch 1832 | loss: 0.028613 | val_loss: 0.0285889 | Time: 1460.95 ms [2021-10-05 07:23:43 main:581] : INFO : Epoch 1833 | loss: 0.028549 | val_loss: 0.0285429 | Time: 1457.15 ms [2021-10-05 07:23:44 main:581] : INFO : Epoch 1834 | loss: 0.0285173 | val_loss: 0.0285061 | Time: 1463.19 ms [2021-10-05 07:23:46 main:581] : INFO : Epoch 1835 | loss: 0.0284808 | val_loss: 0.0284806 | Time: 1456.25 ms [2021-10-05 07:23:47 main:581] : INFO : Epoch 1836 | loss: 0.0284574 | val_loss: 0.0284578 | Time: 1450.81 ms [2021-10-05 07:23:49 main:581] : INFO : Epoch 1837 | loss: 0.0284346 | val_loss: 0.0284459 | Time: 1468.47 ms [2021-10-05 07:23:50 main:581] : INFO : Epoch 1838 | loss: 0.028422 | val_loss: 0.0284088 | Time: 1464.53 ms [2021-10-05 07:23:52 main:581] : INFO : Epoch 1839 | loss: 0.0283827 | val_loss: 0.0283823 | Time: 1450.46 ms [2021-10-05 07:23:53 main:581] : INFO : Epoch 1840 | loss: 0.0283484 | val_loss: 0.0283455 | Time: 1459.28 ms [2021-10-05 07:23:55 main:581] : INFO : Epoch 1841 | loss: 0.0283204 | val_loss: 0.0283261 | Time: 1465.27 ms [2021-10-05 07:23:56 main:581] : INFO : Epoch 1842 | loss: 0.0282995 | val_loss: 0.0283081 | Time: 1466.13 ms [2021-10-05 07:23:57 main:581] : INFO : Epoch 1843 | loss: 0.0282869 | val_loss: 0.0283004 | Time: 1466.46 ms [2021-10-05 07:23:59 main:581] : INFO : Epoch 1844 | loss: 0.0282679 | val_loss: 0.0282726 | Time: 1452.08 ms [2021-10-05 07:24:00 main:581] : INFO : Epoch 1845 | loss: 0.0282633 | val_loss: 0.0283458 | Time: 1453.84 ms [2021-10-05 07:24:02 main:581] : INFO : Epoch 1846 | loss: 0.0282591 | val_loss: 0.0282513 | Time: 1456.53 ms [2021-10-05 07:24:03 main:581] : INFO : Epoch 1847 | loss: 0.0282341 | val_loss: 0.0282447 | Time: 1466.02 ms [2021-10-05 07:24:05 main:581] : INFO : Epoch 1848 | loss: 0.0282165 | val_loss: 0.0282035 | Time: 1463.29 ms [2021-10-05 07:24:06 main:581] : INFO : Epoch 1849 | loss: 0.0275779 | val_loss: 0.0270412 | Time: 1458.3 ms [2021-10-05 07:24:08 main:581] : INFO : Epoch 1850 | loss: 0.0267616 | val_loss: 0.0265914 | Time: 1449.88 ms [2021-10-05 07:24:09 main:581] : INFO : Epoch 1851 | loss: 0.0264342 | val_loss: 0.0264307 | Time: 1454.11 ms [2021-10-05 07:24:11 main:581] : INFO : Epoch 1852 | loss: 0.026448 | val_loss: 0.0262609 | Time: 1451.28 ms [2021-10-05 07:24:12 main:581] : INFO : Epoch 1853 | loss: 0.0261357 | val_loss: 0.0259825 | Time: 1468.7 ms [2021-10-05 07:24:14 main:581] : INFO : Epoch 1854 | loss: 0.0258776 | val_loss: 0.0258038 | Time: 1464.88 ms [2021-10-05 07:24:15 main:581] : INFO : Epoch 1855 | loss: 0.0257348 | val_loss: 0.0256798 | Time: 1458.1 ms [2021-10-05 07:24:16 main:581] : INFO : Epoch 1856 | loss: 0.02557 | val_loss: 0.0254183 | Time: 1457.07 ms [2021-10-05 07:24:18 main:581] : INFO : Epoch 1857 | loss: 0.0254455 | val_loss: 0.02496 | Time: 1470.28 ms [2021-10-05 07:24:19 main:581] : INFO : Epoch 1858 | loss: 0.0244045 | val_loss: 0.0241463 | Time: 1461.46 ms [2021-10-05 07:24:21 main:581] : INFO : Epoch 1859 | loss: 0.0238065 | val_loss: 0.0237466 | Time: 1460.65 ms [2021-10-05 07:24:22 main:581] : INFO : Epoch 1860 | loss: 0.0236223 | val_loss: 0.0237878 | Time: 1499.77 ms [2021-10-05 07:24:24 main:581] : INFO : Epoch 1861 | loss: 0.0232843 | val_loss: 0.0231359 | Time: 1457.98 ms [2021-10-05 07:24:25 main:581] : INFO : Epoch 1862 | loss: 0.0228573 | val_loss: 0.0227547 | Time: 1464.47 ms [2021-10-05 07:24:27 main:581] : INFO : Epoch 1863 | loss: 0.0227519 | val_loss: 0.0239654 | Time: 1449.78 ms [2021-10-05 07:24:28 main:581] : INFO : Epoch 1864 | loss: 0.0252681 | val_loss: 0.026554 | Time: 1443.9 ms [2021-10-05 07:24:30 main:581] : INFO : Epoch 1865 | loss: 0.024244 | val_loss: 0.023107 | Time: 1464.65 ms [2021-10-05 07:24:31 main:581] : INFO : Epoch 1866 | loss: 0.0226737 | val_loss: 0.0225053 | Time: 1454.93 ms [2021-10-05 07:24:33 main:581] : INFO : Epoch 1867 | loss: 0.0222816 | val_loss: 0.0222165 | Time: 1453.81 ms [2021-10-05 07:24:34 main:581] : INFO : Epoch 1868 | loss: 0.0219894 | val_loss: 0.0217461 | Time: 1457.05 ms [2021-10-05 07:24:35 main:581] : INFO : Epoch 1869 | loss: 0.0212294 | val_loss: 0.0206164 | Time: 1467.57 ms [2021-10-05 07:24:37 main:581] : INFO : Epoch 1870 | loss: 0.0199769 | val_loss: 0.0192704 | Time: 1482.75 ms [2021-10-05 07:24:38 main:581] : INFO : Epoch 1871 | loss: 0.0167635 | val_loss: 0.015006 | Time: 1474.81 ms [2021-10-05 07:24:40 main:581] : INFO : Epoch 1872 | loss: 0.0144206 | val_loss: 0.0142643 | Time: 1467.88 ms [2021-10-05 07:24:41 main:581] : INFO : Epoch 1873 | loss: 0.0140622 | val_loss: 0.0139462 | Time: 1489.89 ms [2021-10-05 07:24:43 main:581] : INFO : Epoch 1874 | loss: 0.0136688 | val_loss: 0.0136237 | Time: 1464.6 ms [2021-10-05 07:24:44 main:581] : INFO : Epoch 1875 | loss: 0.0134778 | val_loss: 0.0135333 | Time: 1459.2 ms [2021-10-05 07:24:46 main:581] : INFO : Epoch 1876 | loss: 0.013381 | val_loss: 0.0134307 | Time: 1455.48 ms [2021-10-05 07:24:47 main:581] : INFO : Epoch 1877 | loss: 0.0132948 | val_loss: 0.0133407 | Time: 1455.42 ms [2021-10-05 07:24:49 main:581] : INFO : Epoch 1878 | loss: 0.0133672 | val_loss: 0.0120862 | Time: 1444 ms [2021-10-05 07:24:50 main:581] : INFO : Epoch 1879 | loss: 0.0214036 | val_loss: 0.0309146 | Time: 1446.71 ms [2021-10-05 07:24:52 main:581] : INFO : Epoch 1880 | loss: 0.0308392 | val_loss: 0.0303481 | Time: 1451.05 ms [2021-10-05 07:24:53 main:581] : INFO : Epoch 1881 | loss: 0.0302542 | val_loss: 0.0301054 | Time: 1444.67 ms [2021-10-05 07:24:54 main:581] : INFO : Epoch 1882 | loss: 0.0300105 | val_loss: 0.0299823 | Time: 1450.86 ms [2021-10-05 07:24:56 main:581] : INFO : Epoch 1883 | loss: 0.0298606 | val_loss: 0.0298006 | Time: 1460.46 ms [2021-10-05 07:24:57 main:581] : INFO : Epoch 1884 | loss: 0.0296987 | val_loss: 0.029672 | Time: 1465.35 ms [2021-10-05 07:24:59 main:581] : INFO : Epoch 1885 | loss: 0.0296061 | val_loss: 0.0296075 | Time: 1464.66 ms [2021-10-05 07:25:00 main:581] : INFO : Epoch 1886 | loss: 0.0295424 | val_loss: 0.0295509 | Time: 1468.35 ms [2021-10-05 07:25:02 main:581] : INFO : Epoch 1887 | loss: 0.0294808 | val_loss: 0.029495 | Time: 1475.82 ms [2021-10-05 07:25:03 main:581] : INFO : Epoch 1888 | loss: 0.0294245 | val_loss: 0.0294433 | Time: 1462.16 ms [2021-10-05 07:25:05 main:581] : INFO : Epoch 1889 | loss: 0.0293864 | val_loss: 0.0294164 | Time: 1450.89 ms [2021-10-05 07:25:06 main:581] : INFO : Epoch 1890 | loss: 0.0293625 | val_loss: 0.0293996 | Time: 1449.48 ms [2021-10-05 07:25:08 main:581] : INFO : Epoch 1891 | loss: 0.0293465 | val_loss: 0.0294012 | Time: 1453.68 ms [2021-10-05 07:25:09 main:581] : INFO : Epoch 1892 | loss: 0.0293415 | val_loss: 0.0293762 | Time: 1453.05 ms [2021-10-05 07:25:10 main:581] : INFO : Epoch 1893 | loss: 0.0293259 | val_loss: 0.0293629 | Time: 1455.36 ms [2021-10-05 07:25:12 main:581] : INFO : Epoch 1894 | loss: 0.0293142 | val_loss: 0.029352 | Time: 1485.13 ms [2021-10-05 07:25:14 main:581] : INFO : Epoch 1895 | loss: 0.0293051 | val_loss: 0.029343 | Time: 1569.19 ms [2021-10-05 07:25:15 main:581] : INFO : Epoch 1896 | loss: 0.029311 | val_loss: 0.0293578 | Time: 1551.21 ms [2021-10-05 07:25:17 main:581] : INFO : Epoch 1897 | loss: 0.0292991 | val_loss: 0.0293272 | Time: 1452.18 ms [2021-10-05 07:25:18 main:581] : INFO : Epoch 1898 | loss: 0.0292864 | val_loss: 0.0293234 | Time: 1456 ms [2021-10-05 07:25:19 main:581] : INFO : Epoch 1899 | loss: 0.0292748 | val_loss: 0.0293253 | Time: 1460.38 ms [2021-10-05 07:25:21 main:581] : INFO : Epoch 1900 | loss: 0.0292733 | val_loss: 0.029322 | Time: 1438.99 ms [2021-10-05 07:25:22 main:581] : INFO : Epoch 1901 | loss: 0.0292675 | val_loss: 0.0293146 | Time: 1447.72 ms [2021-10-05 07:25:24 main:581] : INFO : Epoch 1902 | loss: 0.029269 | val_loss: 0.029309 | Time: 1452.53 ms [2021-10-05 07:25:25 main:581] : INFO : Epoch 1903 | loss: 0.0292627 | val_loss: 0.0293059 | Time: 1452.32 ms [2021-10-05 07:25:27 main:581] : INFO : Epoch 1904 | loss: 0.0292578 | val_loss: 0.0293027 | Time: 1467.69 ms [2021-10-05 07:25:28 main:581] : INFO : Epoch 1905 | loss: 0.0292527 | val_loss: 0.0293003 | Time: 1450.13 ms [2021-10-05 07:25:30 main:581] : INFO : Epoch 1906 | loss: 0.0292509 | val_loss: 0.0292975 | Time: 1455.94 ms [2021-10-05 07:25:31 main:581] : INFO : Epoch 1907 | loss: 0.0292478 | val_loss: 0.0293019 | Time: 1457.44 ms [2021-10-05 07:25:33 main:581] : INFO : Epoch 1908 | loss: 0.0292476 | val_loss: 0.0292911 | Time: 1464.12 ms [2021-10-05 07:25:34 main:581] : INFO : Epoch 1909 | loss: 0.0292438 | val_loss: 0.0292916 | Time: 1450.75 ms [2021-10-05 07:25:35 main:581] : INFO : Epoch 1910 | loss: 0.0292401 | val_loss: 0.0292873 | Time: 1452.49 ms [2021-10-05 07:25:37 main:581] : INFO : Epoch 1911 | loss: 0.0292389 | val_loss: 0.0292909 | Time: 1451.35 ms [2021-10-05 07:25:38 main:581] : INFO : Epoch 1912 | loss: 0.0292365 | val_loss: 0.0292841 | Time: 1462.31 ms [2021-10-05 07:25:40 main:581] : INFO : Epoch 1913 | loss: 0.0292386 | val_loss: 0.0292841 | Time: 1489.11 ms [2021-10-05 07:25:41 main:581] : INFO : Epoch 1914 | loss: 0.0292335 | val_loss: 0.0292842 | Time: 1457.01 ms [2021-10-05 07:25:43 main:581] : INFO : Epoch 1915 | loss: 0.0292352 | val_loss: 0.0292798 | Time: 1449.81 ms [2021-10-05 07:25:44 main:581] : INFO : Epoch 1916 | loss: 0.0292382 | val_loss: 0.0292781 | Time: 1457.84 ms [2021-10-05 07:25:46 main:581] : INFO : Epoch 1917 | loss: 0.0292322 | val_loss: 0.0292773 | Time: 1455.51 ms [2021-10-05 07:25:47 main:581] : INFO : Epoch 1918 | loss: 0.0292263 | val_loss: 0.0292752 | Time: 1445.84 ms [2021-10-05 07:25:49 main:581] : INFO : Epoch 1919 | loss: 0.0292259 | val_loss: 0.0292751 | Time: 1473.05 ms [2021-10-05 07:25:50 main:581] : INFO : Epoch 1920 | loss: 0.0292225 | val_loss: 0.0292716 | Time: 1495.99 ms [2021-10-05 07:25:52 main:581] : INFO : Epoch 1921 | loss: 0.0292214 | val_loss: 0.0292671 | Time: 1453.97 ms [2021-10-05 07:25:53 main:581] : INFO : Epoch 1922 | loss: 0.0292169 | val_loss: 0.0292686 | Time: 1476.14 ms [2021-10-05 07:25:55 main:581] : INFO : Epoch 1923 | loss: 0.0292182 | val_loss: 0.0292646 | Time: 1474.27 ms [2021-10-05 07:25:56 main:581] : INFO : Epoch 1924 | loss: 0.029216 | val_loss: 0.0292665 | Time: 1460.33 ms [2021-10-05 07:25:57 main:581] : INFO : Epoch 1925 | loss: 0.0292136 | val_loss: 0.0292631 | Time: 1457.47 ms [2021-10-05 07:25:59 main:581] : INFO : Epoch 1926 | loss: 0.0292112 | val_loss: 0.0292663 | Time: 1448.32 ms [2021-10-05 07:26:00 main:581] : INFO : Epoch 1927 | loss: 0.0292089 | val_loss: 0.0292574 | Time: 1448.48 ms [2021-10-05 07:26:02 main:581] : INFO : Epoch 1928 | loss: 0.0292067 | val_loss: 0.0292567 | Time: 1455.06 ms [2021-10-05 07:26:03 main:581] : INFO : Epoch 1929 | loss: 0.0292052 | val_loss: 0.029254 | Time: 1472.26 ms [2021-10-05 07:26:05 main:581] : INFO : Epoch 1930 | loss: 0.0292023 | val_loss: 0.0292552 | Time: 1444.08 ms [2021-10-05 07:26:06 main:581] : INFO : Epoch 1931 | loss: 0.029201 | val_loss: 0.0292505 | Time: 1456.01 ms [2021-10-05 07:26:08 main:581] : INFO : Epoch 1932 | loss: 0.0291999 | val_loss: 0.02925 | Time: 1455.61 ms [2021-10-05 07:26:09 main:581] : INFO : Epoch 1933 | loss: 0.0291985 | val_loss: 0.029247 | Time: 1473.62 ms [2021-10-05 07:26:11 main:581] : INFO : Epoch 1934 | loss: 0.029181 | val_loss: 0.0291803 | Time: 1462.66 ms [2021-10-05 07:26:12 main:581] : INFO : Epoch 1935 | loss: 0.0288693 | val_loss: 0.0287521 | Time: 1470.87 ms [2021-10-05 07:26:13 main:581] : INFO : Epoch 1936 | loss: 0.0286365 | val_loss: 0.0286826 | Time: 1458.64 ms [2021-10-05 07:26:15 main:581] : INFO : Epoch 1937 | loss: 0.0285991 | val_loss: 0.0286651 | Time: 1457.12 ms [2021-10-05 07:26:16 main:581] : INFO : Epoch 1938 | loss: 0.0285903 | val_loss: 0.0286554 | Time: 1444.53 ms [2021-10-05 07:26:18 main:581] : INFO : Epoch 1939 | loss: 0.0285842 | val_loss: 0.0286506 | Time: 1444.59 ms [2021-10-05 07:26:19 main:581] : INFO : Epoch 1940 | loss: 0.0286033 | val_loss: 0.0288755 | Time: 1487.78 ms [2021-10-05 07:26:21 main:581] : INFO : Epoch 1941 | loss: 0.0287102 | val_loss: 0.0286702 | Time: 1493.57 ms [2021-10-05 07:26:22 main:581] : INFO : Epoch 1942 | loss: 0.0285935 | val_loss: 0.0286443 | Time: 1462.07 ms [2021-10-05 07:26:24 main:581] : INFO : Epoch 1943 | loss: 0.0285806 | val_loss: 0.0286436 | Time: 1449.91 ms [2021-10-05 07:26:25 main:581] : INFO : Epoch 1944 | loss: 0.0285708 | val_loss: 0.0286484 | Time: 1450.82 ms [2021-10-05 07:26:27 main:581] : INFO : Epoch 1945 | loss: 0.0285647 | val_loss: 0.0286417 | Time: 1484.04 ms [2021-10-05 07:26:28 main:581] : INFO : Epoch 1946 | loss: 0.0285601 | val_loss: 0.0286353 | Time: 1455.14 ms [2021-10-05 07:26:30 main:581] : INFO : Epoch 1947 | loss: 0.0285606 | val_loss: 0.028638 | Time: 1480.91 ms [2021-10-05 07:26:31 main:581] : INFO : Epoch 1948 | loss: 0.0285555 | val_loss: 0.0286254 | Time: 1495.8 ms [2021-10-05 07:26:33 main:581] : INFO : Epoch 1949 | loss: 0.0285537 | val_loss: 0.028623 | Time: 1439.21 ms [2021-10-05 07:26:34 main:581] : INFO : Epoch 1950 | loss: 0.0285504 | val_loss: 0.0286233 | Time: 1440.86 ms [2021-10-05 07:26:35 main:581] : INFO : Epoch 1951 | loss: 0.0285486 | val_loss: 0.0286213 | Time: 1478.51 ms [2021-10-05 07:26:37 main:581] : INFO : Epoch 1952 | loss: 0.0285498 | val_loss: 0.0286177 | Time: 1450.43 ms [2021-10-05 07:26:38 main:581] : INFO : Epoch 1953 | loss: 0.0285442 | val_loss: 0.0286262 | Time: 1460.83 ms [2021-10-05 07:26:40 main:581] : INFO : Epoch 1954 | loss: 0.0285533 | val_loss: 0.0286156 | Time: 1468.7 ms [2021-10-05 07:26:41 main:581] : INFO : Epoch 1955 | loss: 0.0285456 | val_loss: 0.0286237 | Time: 1453.24 ms [2021-10-05 07:26:43 main:581] : INFO : Epoch 1956 | loss: 0.028544 | val_loss: 0.0286183 | Time: 1455.2 ms [2021-10-05 07:26:44 main:581] : INFO : Epoch 1957 | loss: 0.0285393 | val_loss: 0.0286102 | Time: 1449.18 ms [2021-10-05 07:26:46 main:581] : INFO : Epoch 1958 | loss: 0.0285385 | val_loss: 0.0286147 | Time: 1455.68 ms [2021-10-05 07:26:47 main:581] : INFO : Epoch 1959 | loss: 0.0285368 | val_loss: 0.0286101 | Time: 1450.48 ms [2021-10-05 07:26:49 main:581] : INFO : Epoch 1960 | loss: 0.0285362 | val_loss: 0.0286127 | Time: 1487.36 ms [2021-10-05 07:26:50 main:581] : INFO : Epoch 1961 | loss: 0.0285354 | val_loss: 0.0286108 | Time: 1464.39 ms [2021-10-05 07:26:51 main:581] : INFO : Epoch 1962 | loss: 0.0285376 | val_loss: 0.0286091 | Time: 1437.83 ms [2021-10-05 07:26:53 main:581] : INFO : Epoch 1963 | loss: 0.028531 | val_loss: 0.0286097 | Time: 1451.39 ms [2021-10-05 07:26:54 main:581] : INFO : Epoch 1964 | loss: 0.0285352 | val_loss: 0.0286041 | Time: 1450.81 ms [2021-10-05 07:26:56 main:581] : INFO : Epoch 1965 | loss: 0.0285282 | val_loss: 0.0286027 | Time: 1445.71 ms [2021-10-05 07:26:57 main:581] : INFO : Epoch 1966 | loss: 0.0285285 | val_loss: 0.0286023 | Time: 1469.12 ms [2021-10-05 07:26:59 main:581] : INFO : Epoch 1967 | loss: 0.0285269 | val_loss: 0.0286018 | Time: 1494.14 ms [2021-10-05 07:27:00 main:581] : INFO : Epoch 1968 | loss: 0.0285281 | val_loss: 0.0286024 | Time: 1454.22 ms [2021-10-05 07:27:02 main:581] : INFO : Epoch 1969 | loss: 0.0285259 | val_loss: 0.0286016 | Time: 1510.03 ms [2021-10-05 07:27:03 main:581] : INFO : Epoch 1970 | loss: 0.0285266 | val_loss: 0.0286083 | Time: 1539.94 ms [2021-10-05 07:27:05 main:581] : INFO : Epoch 1971 | loss: 0.0285296 | val_loss: 0.0286141 | Time: 1502.66 ms [2021-10-05 07:27:06 main:581] : INFO : Epoch 1972 | loss: 0.0285293 | val_loss: 0.0286007 | Time: 1527.12 ms [2021-10-05 07:27:08 main:581] : INFO : Epoch 1973 | loss: 0.0285253 | val_loss: 0.0286004 | Time: 1461.36 ms [2021-10-05 07:27:09 main:581] : INFO : Epoch 1974 | loss: 0.0285255 | val_loss: 0.0286007 | Time: 1549.22 ms [2021-10-05 07:27:11 main:581] : INFO : Epoch 1975 | loss: 0.0285253 | val_loss: 0.0285962 | Time: 1579.21 ms [2021-10-05 07:27:12 main:581] : INFO : Epoch 1976 | loss: 0.0285268 | val_loss: 0.0285971 | Time: 1469.58 ms [2021-10-05 07:27:14 main:581] : INFO : Epoch 1977 | loss: 0.0285222 | val_loss: 0.0285968 | Time: 1520.08 ms [2021-10-05 07:27:15 main:581] : INFO : Epoch 1978 | loss: 0.0285232 | val_loss: 0.0286045 | Time: 1476.75 ms [2021-10-05 07:27:17 main:581] : INFO : Epoch 1979 | loss: 0.0285225 | val_loss: 0.0285948 | Time: 1448.35 ms [2021-10-05 07:27:18 main:581] : INFO : Epoch 1980 | loss: 0.0285237 | val_loss: 0.0285943 | Time: 1476.33 ms [2021-10-05 07:27:20 main:581] : INFO : Epoch 1981 | loss: 0.0285191 | val_loss: 0.0285964 | Time: 1454.97 ms [2021-10-05 07:27:21 main:581] : INFO : Epoch 1982 | loss: 0.0285202 | val_loss: 0.0285976 | Time: 1460.24 ms [2021-10-05 07:27:23 main:581] : INFO : Epoch 1983 | loss: 0.0285197 | val_loss: 0.0285948 | Time: 1442.99 ms [2021-10-05 07:27:24 main:581] : INFO : Epoch 1984 | loss: 0.0285188 | val_loss: 0.0285945 | Time: 1455.28 ms [2021-10-05 07:27:26 main:581] : INFO : Epoch 1985 | loss: 0.028517 | val_loss: 0.028594 | Time: 1477.38 ms [2021-10-05 07:27:27 main:581] : INFO : Epoch 1986 | loss: 0.0285193 | val_loss: 0.0285931 | Time: 1570.65 ms [2021-10-05 07:27:29 main:581] : INFO : Epoch 1987 | loss: 0.0285172 | val_loss: 0.0285911 | Time: 1540.55 ms [2021-10-05 07:27:30 main:581] : INFO : Epoch 1988 | loss: 0.0285164 | val_loss: 0.0285913 | Time: 1453.23 ms [2021-10-05 07:27:32 main:581] : INFO : Epoch 1989 | loss: 0.028517 | val_loss: 0.0285893 | Time: 1445.53 ms [2021-10-05 07:27:33 main:581] : INFO : Epoch 1990 | loss: 0.0285194 | val_loss: 0.0286162 | Time: 1452.79 ms [2021-10-05 07:27:35 main:581] : INFO : Epoch 1991 | loss: 0.0285213 | val_loss: 0.0285877 | Time: 1472.79 ms [2021-10-05 07:27:36 main:581] : INFO : Epoch 1992 | loss: 0.0285116 | val_loss: 0.0285877 | Time: 1441.44 ms [2021-10-05 07:27:37 main:581] : INFO : Epoch 1993 | loss: 0.0285114 | val_loss: 0.0285893 | Time: 1446.21 ms [2021-10-05 07:27:39 main:581] : INFO : Epoch 1994 | loss: 0.0285112 | val_loss: 0.0285943 | Time: 1479.8 ms [2021-10-05 07:27:40 main:581] : INFO : Epoch 1995 | loss: 0.0285094 | val_loss: 0.0285926 | Time: 1533.37 ms [2021-10-05 07:27:42 main:581] : INFO : Epoch 1996 | loss: 0.0285178 | val_loss: 0.0285845 | Time: 1638.2 ms [2021-10-05 07:27:44 main:581] : INFO : Epoch 1997 | loss: 0.0285096 | val_loss: 0.0285847 | Time: 1528.87 ms [2021-10-05 07:27:45 main:581] : INFO : Epoch 1998 | loss: 0.0285124 | val_loss: 0.028625 | Time: 1556.04 ms [2021-10-05 07:27:47 main:581] : INFO : Epoch 1999 | loss: 0.0285126 | val_loss: 0.0285819 | Time: 1468.2 ms [2021-10-05 07:27:48 main:581] : INFO : Epoch 2000 | loss: 0.0285065 | val_loss: 0.0285822 | Time: 1503.81 ms [2021-10-05 07:27:50 main:581] : INFO : Epoch 2001 | loss: 0.0285059 | val_loss: 0.0285857 | Time: 1439.86 ms [2021-10-05 07:27:51 main:581] : INFO : Epoch 2002 | loss: 0.0285055 | val_loss: 0.0285865 | Time: 1446.93 ms [2021-10-05 07:27:52 main:581] : INFO : Epoch 2003 | loss: 0.028506 | val_loss: 0.0285866 | Time: 1450.73 ms [2021-10-05 07:27:54 main:581] : INFO : Epoch 2004 | loss: 0.0285029 | val_loss: 0.02858 | Time: 1481.18 ms [2021-10-05 07:27:55 main:581] : INFO : Epoch 2005 | loss: 0.0284982 | val_loss: 0.0285741 | Time: 1479.7 ms [2021-10-05 07:27:57 main:581] : INFO : Epoch 2006 | loss: 0.0284866 | val_loss: 0.0285382 | Time: 1453.95 ms [2021-10-05 07:27:58 main:581] : INFO : Epoch 2007 | loss: 0.0283769 | val_loss: 0.0284121 | Time: 1442.77 ms [2021-10-05 07:28:00 main:581] : INFO : Epoch 2008 | loss: 0.0278734 | val_loss: 0.027594 | Time: 1457.32 ms [2021-10-05 07:28:01 main:581] : INFO : Epoch 2009 | loss: 0.0272635 | val_loss: 0.0272383 | Time: 1483.47 ms [2021-10-05 07:28:03 main:581] : INFO : Epoch 2010 | loss: 0.02704 | val_loss: 0.0271289 | Time: 1447.21 ms [2021-10-05 07:28:04 main:581] : INFO : Epoch 2011 | loss: 0.0269479 | val_loss: 0.0270489 | Time: 1444.6 ms [2021-10-05 07:28:06 main:581] : INFO : Epoch 2012 | loss: 0.0268851 | val_loss: 0.0270032 | Time: 1459.24 ms [2021-10-05 07:28:07 main:581] : INFO : Epoch 2013 | loss: 0.0268627 | val_loss: 0.0269871 | Time: 1445.31 ms [2021-10-05 07:28:09 main:581] : INFO : Epoch 2014 | loss: 0.0268557 | val_loss: 0.0269872 | Time: 1445.72 ms [2021-10-05 07:28:10 main:581] : INFO : Epoch 2015 | loss: 0.0268495 | val_loss: 0.0269659 | Time: 1453.48 ms [2021-10-05 07:28:11 main:581] : INFO : Epoch 2016 | loss: 0.0268264 | val_loss: 0.0270181 | Time: 1454.12 ms [2021-10-05 07:28:13 main:581] : INFO : Epoch 2017 | loss: 0.0268198 | val_loss: 0.0269363 | Time: 1458.2 ms [2021-10-05 07:28:14 main:581] : INFO : Epoch 2018 | loss: 0.0268 | val_loss: 0.0269435 | Time: 1454.17 ms [2021-10-05 07:28:16 main:581] : INFO : Epoch 2019 | loss: 0.0268227 | val_loss: 0.0269485 | Time: 1497.02 ms [2021-10-05 07:28:17 main:581] : INFO : Epoch 2020 | loss: 0.0268048 | val_loss: 0.0269484 | Time: 1473.92 ms [2021-10-05 07:28:19 main:581] : INFO : Epoch 2021 | loss: 0.0267855 | val_loss: 0.0269269 | Time: 1447.91 ms [2021-10-05 07:28:20 main:581] : INFO : Epoch 2022 | loss: 0.0267782 | val_loss: 0.0269129 | Time: 1456.44 ms [2021-10-05 07:28:22 main:581] : INFO : Epoch 2023 | loss: 0.0267776 | val_loss: 0.0269057 | Time: 1449.73 ms [2021-10-05 07:28:23 main:581] : INFO : Epoch 2024 | loss: 0.0267725 | val_loss: 0.026917 | Time: 1498.17 ms [2021-10-05 07:28:25 main:581] : INFO : Epoch 2025 | loss: 0.0267589 | val_loss: 0.0268944 | Time: 1506.82 ms [2021-10-05 07:28:26 main:581] : INFO : Epoch 2026 | loss: 0.0267512 | val_loss: 0.0269018 | Time: 1514.3 ms [2021-10-05 07:28:28 main:581] : INFO : Epoch 2027 | loss: 0.0267429 | val_loss: 0.0269088 | Time: 1451.59 ms [2021-10-05 07:28:29 main:581] : INFO : Epoch 2028 | loss: 0.0267519 | val_loss: 0.0268777 | Time: 1446.6 ms [2021-10-05 07:28:31 main:581] : INFO : Epoch 2029 | loss: 0.0267457 | val_loss: 0.0268744 | Time: 1440.81 ms [2021-10-05 07:28:32 main:581] : INFO : Epoch 2030 | loss: 0.0267573 | val_loss: 0.0268785 | Time: 1441.72 ms [2021-10-05 07:28:33 main:581] : INFO : Epoch 2031 | loss: 0.0267469 | val_loss: 0.026889 | Time: 1446.73 ms [2021-10-05 07:28:35 main:581] : INFO : Epoch 2032 | loss: 0.0267326 | val_loss: 0.0268693 | Time: 1462.31 ms [2021-10-05 07:28:36 main:581] : INFO : Epoch 2033 | loss: 0.0267302 | val_loss: 0.0268792 | Time: 1445.67 ms [2021-10-05 07:28:38 main:581] : INFO : Epoch 2034 | loss: 0.0267319 | val_loss: 0.026873 | Time: 1454.37 ms [2021-10-05 07:28:39 main:581] : INFO : Epoch 2035 | loss: 0.0267529 | val_loss: 0.0268999 | Time: 1456.32 ms [2021-10-05 07:28:41 main:581] : INFO : Epoch 2036 | loss: 0.0267408 | val_loss: 0.0268593 | Time: 1464.84 ms [2021-10-05 07:28:42 main:581] : INFO : Epoch 2037 | loss: 0.0267206 | val_loss: 0.0268557 | Time: 1475.69 ms [2021-10-05 07:28:44 main:581] : INFO : Epoch 2038 | loss: 0.0267164 | val_loss: 0.0268553 | Time: 1476.63 ms [2021-10-05 07:28:45 main:581] : INFO : Epoch 2039 | loss: 0.0267101 | val_loss: 0.0268396 | Time: 1452.9 ms [2021-10-05 07:28:47 main:581] : INFO : Epoch 2040 | loss: 0.0266932 | val_loss: 0.0268287 | Time: 1446.05 ms [2021-10-05 07:28:48 main:581] : INFO : Epoch 2041 | loss: 0.0266817 | val_loss: 0.0268401 | Time: 1445.01 ms [2021-10-05 07:28:49 main:581] : INFO : Epoch 2042 | loss: 0.026671 | val_loss: 0.0267883 | Time: 1445.6 ms [2021-10-05 07:28:51 main:581] : INFO : Epoch 2043 | loss: 0.0266234 | val_loss: 0.0267288 | Time: 1455.11 ms [2021-10-05 07:28:52 main:581] : INFO : Epoch 2044 | loss: 0.0265617 | val_loss: 0.0266516 | Time: 1487.71 ms [2021-10-05 07:28:54 main:581] : INFO : Epoch 2045 | loss: 0.0265046 | val_loss: 0.0266411 | Time: 1460.9 ms [2021-10-05 07:28:55 main:581] : INFO : Epoch 2046 | loss: 0.0264839 | val_loss: 0.0266171 | Time: 1457.12 ms [2021-10-05 07:28:57 main:581] : INFO : Epoch 2047 | loss: 0.0264349 | val_loss: 0.02666 | Time: 1448.06 ms [2021-10-05 07:28:58 main:581] : INFO : Epoch 2048 | loss: 0.0265306 | val_loss: 0.0266763 | Time: 1448.86 ms [2021-10-05 07:28:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0266763 [2021-10-05 07:28:58 main:610] : INFO : Saving end state to config to file [2021-10-05 07:28:58 main:615] : INFO : Success, exiting.. 07:28:58 (31816): 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)