Task 7586794
| Name | ParityModified-1631732295-8698-2_0 |
| Workunit | 5243326 |
| Created | 25 Sep 2021, 15:15:39 UTC |
| Sent | 27 Sep 2021, 18:33:17 UTC |
| Report deadline | 4 Oct 2021, 18:33:17 UTC |
| Received | 27 Sep 2021, 22:37:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 36 min 18 sec |
| CPU time | 1 hours 34 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,802.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 843e-05 | val_loss: 5.14746e-05 | Time: 2780.04 ms [2021-09-27 14:12:58 main:574] : INFO : Epoch 1558 | loss: 4.55295e-05 | val_loss: 4.76584e-05 | Time: 2733.49 ms [2021-09-27 14:13:01 main:574] : INFO : Epoch 1559 | loss: 4.1454e-05 | val_loss: 4.07303e-05 | Time: 2789.24 ms [2021-09-27 14:13:03 main:574] : INFO : Epoch 1560 | loss: 3.94467e-05 | val_loss: 4.17484e-05 | Time: 2741.8 ms [2021-09-27 14:13:06 main:574] : INFO : Epoch 1561 | loss: 3.89958e-05 | val_loss: 4.13991e-05 | Time: 2737.08 ms [2021-09-27 14:13:09 main:574] : INFO : Epoch 1562 | loss: 3.81574e-05 | val_loss: 4.38927e-05 | Time: 2756.94 ms [2021-09-27 14:13:12 main:574] : INFO : Epoch 1563 | loss: 0.000104972 | val_loss: 0.00020296 | Time: 2786.72 ms [2021-09-27 14:13:15 main:574] : INFO : Epoch 1564 | loss: 9.96244e-05 | val_loss: 7.29522e-05 | Time: 2862.06 ms [2021-09-27 14:13:17 main:574] : INFO : Epoch 1565 | loss: 5.50965e-05 | val_loss: 4.78123e-05 | Time: 2782.7 ms [2021-09-27 14:13:20 main:574] : INFO : Epoch 1566 | loss: 4.54691e-05 | val_loss: 4.56787e-05 | Time: 2812.03 ms [2021-09-27 14:13:23 main:574] : INFO : Epoch 1567 | loss: 4.45672e-05 | val_loss: 4.38553e-05 | Time: 2832.68 ms [2021-09-27 14:13:26 main:574] : INFO : Epoch 1568 | loss: 4.28407e-05 | val_loss: 4.31222e-05 | Time: 2789.43 ms [2021-09-27 14:13:29 main:574] : INFO : Epoch 1569 | loss: 4.25679e-05 | val_loss: 4.18104e-05 | Time: 2946.31 ms [2021-09-27 14:13:31 main:574] : INFO : Epoch 1570 | loss: 4.1902e-05 | val_loss: 4.07917e-05 | Time: 2774.93 ms [2021-09-27 14:13:35 main:574] : INFO : Epoch 1571 | loss: 4.10165e-05 | val_loss: 3.96546e-05 | Time: 3016.42 ms [2021-09-27 14:13:37 main:574] : INFO : Epoch 1572 | loss: 3.9294e-05 | val_loss: 3.91349e-05 | Time: 2742.46 ms [2021-09-27 14:13:40 main:574] : INFO : Epoch 1573 | loss: 3.82262e-05 | val_loss: 3.7946e-05 | Time: 2729.36 ms [2021-09-27 14:13:43 main:574] : INFO : Epoch 1574 | loss: 3.77242e-05 | val_loss: 3.7095e-05 | Time: 2910.54 ms [2021-09-27 14:13:46 main:574] : INFO : Epoch 1575 | loss: 3.74068e-05 | val_loss: 3.74311e-05 | Time: 2689.44 ms [2021-09-27 14:13:49 main:574] : INFO : Epoch 1576 | loss: 3.73266e-05 | val_loss: 3.65733e-05 | Time: 2838.09 ms [2021-09-27 14:13:51 main:574] : INFO : Epoch 1577 | loss: 3.69889e-05 | val_loss: 3.66547e-05 | Time: 2763.74 ms [2021-09-27 14:13:54 main:574] : INFO : Epoch 1578 | loss: 3.74619e-05 | val_loss: 3.88368e-05 | Time: 2755.44 ms [2021-09-27 14:13:57 main:574] : INFO : Epoch 1579 | loss: 3.75297e-05 | val_loss: 3.86126e-05 | Time: 2812.9 ms [2021-09-27 14:14:00 main:574] : INFO : Epoch 1580 | loss: 4.24195e-05 | val_loss: 4.11379e-05 | Time: 2703.19 ms [2021-09-27 14:14:02 main:574] : INFO : Epoch 1581 | loss: 3.9635e-05 | val_loss: 4.00986e-05 | Time: 2842.34 ms [2021-09-27 14:14:05 main:574] : INFO : Epoch 1582 | loss: 3.7614e-05 | val_loss: 3.87619e-05 | Time: 2880.96 ms [2021-09-27 14:14:08 main:574] : INFO : Epoch 1583 | loss: 3.80094e-05 | val_loss: 3.74409e-05 | Time: 2712.36 ms [2021-09-27 14:14:11 main:574] : INFO : Epoch 1584 | loss: 3.69605e-05 | val_loss: 3.75917e-05 | Time: 2783.28 ms [2021-09-27 14:14:14 main:574] : INFO : Epoch 1585 | loss: 3.7221e-05 | val_loss: 3.73648e-05 | Time: 2779.9 ms [2021-09-27 14:14:16 main:574] : INFO : Epoch 1586 | loss: 3.5958e-05 | val_loss: 3.63742e-05 | Time: 2728.14 ms [2021-09-27 14:14:19 main:574] : INFO : Epoch 1587 | loss: 3.55574e-05 | val_loss: 3.69916e-05 | Time: 2780.81 ms [2021-09-27 14:14:22 main:574] : INFO : Epoch 1588 | loss: 3.55208e-05 | val_loss: 3.62596e-05 | Time: 2885.32 ms [2021-09-27 14:14:25 main:574] : INFO : Epoch 1589 | loss: 3.51229e-05 | val_loss: 3.69195e-05 | Time: 3154.27 ms [2021-09-27 14:14:38 main:574] : INFO : Epoch 1590 | loss: 3.54555e-05 | val_loss: 3.67235e-05 | Time: 12826 ms [2021-09-27 14:14:41 main:574] : INFO : Epoch 1591 | loss: 3.85406e-05 | val_loss: 4.72997e-05 | Time: 2693.6 ms [2021-09-27 14:14:44 main:574] : INFO : Epoch 1592 | loss: 3.77472e-05 | val_loss: 3.75653e-05 | Time: 2775.41 ms [2021-09-27 14:14:46 main:574] : INFO : Epoch 1593 | loss: 3.74444e-05 | val_loss: 3.74761e-05 | Time: 2826.29 ms [2021-09-27 14:14:49 main:574] : INFO : Epoch 1594 | loss: 3.58479e-05 | val_loss: 3.51656e-05 | Time: 2883.86 ms [2021-09-27 14:14:52 main:574] : INFO : Epoch 1595 | loss: 3.48975e-05 | val_loss: 3.54362e-05 | Time: 2777.8 ms [2021-09-27 14:14:55 main:574] : INFO : Epoch 1596 | loss: 3.4368e-05 | val_loss: 3.77713e-05 | Time: 2877.86 ms [2021-09-27 14:14:58 main:574] : INFO : Epoch 1597 | loss: 3.69183e-05 | val_loss: 3.86555e-05 | Time: 2719.59 ms [2021-09-27 14:15:00 main:574] : INFO : Epoch 1598 | loss: 3.61624e-05 | val_loss: 3.89949e-05 | Time: 2732.55 ms [2021-09-27 14:15:03 main:574] : INFO : Epoch 1599 | loss: 3.55881e-05 | val_loss: 3.65187e-05 | Time: 2706.56 ms [2021-09-27 14:15:06 main:574] : INFO : Epoch 1600 | loss: 3.56692e-05 | val_loss: 3.70186e-05 | Time: 2738.26 ms [2021-09-27 14:15:09 main:574] : INFO : Epoch 1601 | loss: 3.42441e-05 | val_loss: 3.8237e-05 | Time: 2778.76 ms [2021-09-27 14:15:12 main:574] : INFO : Epoch 1602 | loss: 3.58246e-05 | val_loss: 3.60005e-05 | Time: 2943.37 ms [2021-09-27 14:15:14 main:574] : INFO : Epoch 1603 | loss: 3.57323e-05 | val_loss: 3.62746e-05 | Time: 2822.25 ms [2021-09-27 14:15:17 main:574] : INFO : Epoch 1604 | loss: 3.57591e-05 | val_loss: 3.66373e-05 | Time: 2857.45 ms [2021-09-27 14:15:20 main:574] : INFO : Epoch 1605 | loss: 3.46435e-05 | val_loss: 3.59757e-05 | Time: 2792.3 ms [2021-09-27 14:15:23 main:574] : INFO : Epoch 1606 | loss: 3.517e-05 | val_loss: 3.79519e-05 | Time: 2791.58 ms [2021-09-27 14:15:26 main:574] : INFO : Epoch 1607 | loss: 3.37858e-05 | val_loss: 3.66377e-05 | Time: 2767.92 ms [2021-09-27 14:15:28 main:574] : INFO : Epoch 1608 | loss: 3.43697e-05 | val_loss: 3.82282e-05 | Time: 2804.6 ms [2021-09-27 14:15:31 main:574] : INFO : Epoch 1609 | loss: 3.40753e-05 | val_loss: 3.6139e-05 | Time: 2840.49 ms [2021-09-27 14:15:34 main:574] : INFO : Epoch 1610 | loss: 3.37535e-05 | val_loss: 3.59037e-05 | Time: 2709.51 ms [2021-09-27 14:15:37 main:574] : INFO : Epoch 1611 | loss: 3.33223e-05 | val_loss: 3.75092e-05 | Time: 2710.2 ms [2021-09-27 14:15:40 main:574] : INFO : Epoch 1612 | loss: 3.71748e-05 | val_loss: 3.78603e-05 | Time: 2797.97 ms [2021-09-27 14:15:42 main:574] : INFO : Epoch 1613 | loss: 3.43472e-05 | val_loss: 3.57774e-05 | Time: 2802.12 ms [2021-09-27 14:15:45 main:574] : INFO : Epoch 1614 | loss: 3.36579e-05 | val_loss: 3.57928e-05 | Time: 2723.4 ms [2021-09-27 14:15:48 main:574] : INFO : Epoch 1615 | loss: 3.34399e-05 | val_loss: 3.58201e-05 | Time: 2909.86 ms [2021-09-27 14:15:51 main:574] : INFO : Epoch 1616 | loss: 3.29361e-05 | val_loss: 3.62936e-05 | Time: 2689.5 ms [2021-09-27 14:15:53 main:574] : INFO : Epoch 1617 | loss: 3.36749e-05 | val_loss: 3.58705e-05 | Time: 2767.23 ms [2021-09-27 14:15:56 main:574] : INFO : Epoch 1618 | loss: 3.28262e-05 | val_loss: 3.64892e-05 | Time: 2851.06 ms [2021-09-27 14:15:59 main:574] : INFO : Epoch 1619 | loss: 3.62516e-05 | val_loss: 4.14004e-05 | Time: 2728.3 ms [2021-09-27 14:16:02 main:574] : INFO : Epoch 1620 | loss: 3.97421e-05 | val_loss: 3.86262e-05 | Time: 2924.84 ms [2021-09-27 14:16:05 main:574] : INFO : Epoch 1621 | loss: 3.5434e-05 | val_loss: 3.79931e-05 | Time: 2782.04 ms [2021-09-27 14:16:08 main:574] : INFO : Epoch 1622 | loss: 3.40434e-05 | val_loss: 3.88307e-05 | Time: 2831.92 ms [2021-09-27 14:16:11 main:574] : INFO : Epoch 1623 | loss: 3.38821e-05 | val_loss: 3.64466e-05 | Time: 2920.49 ms [2021-09-27 14:16:13 main:574] : INFO : Epoch 1624 | loss: 3.41346e-05 | val_loss: 3.81493e-05 | Time: 2667.2 ms [2021-09-27 14:16:16 main:574] : INFO : Epoch 1625 | loss: 9.91534e-05 | val_loss: 0.000113117 | Time: 2879.94 ms [2021-09-27 14:16:19 main:574] : INFO : Epoch 1626 | loss: 9.14903e-05 | val_loss: 6.36421e-05 | Time: 2797.83 ms [2021-09-27 14:16:22 main:574] : INFO : Epoch 1627 | loss: 5.42357e-05 | val_loss: 4.65361e-05 | Time: 2758.98 ms [2021-09-27 14:16:24 main:574] : INFO : Epoch 1628 | loss: 4.60843e-05 | val_loss: 4.13859e-05 | Time: 2798.98 ms [2021-09-27 14:16:27 main:574] : INFO : Epoch 1629 | loss: 4.40812e-05 | val_loss: 4.25775e-05 | Time: 2750.82 ms [2021-09-27 14:16:30 main:574] : INFO : Epoch 1630 | loss: 4.3231e-05 | val_loss: 4.5283e-05 | Time: 2849.62 ms [2021-09-27 14:16:33 main:574] : INFO : Epoch 1631 | loss: 4.40151e-05 | val_loss: 4.36637e-05 | Time: 2839.68 ms [2021-09-27 14:16:36 main:574] : INFO : Epoch 1632 | loss: 4.23172e-05 | val_loss: 4.24263e-05 | Time: 2899.85 ms [2021-09-27 14:16:39 main:574] : INFO : Epoch 1633 | loss: 4.09303e-05 | val_loss: 4.23132e-05 | Time: 2826.79 ms [2021-09-27 14:16:42 main:574] : INFO : Epoch 1634 | loss: 4.03034e-05 | val_loss: 4.18057e-05 | Time: 2816.54 ms [2021-09-27 14:16:44 main:574] : INFO : Epoch 1635 | loss: 4.11825e-05 | val_loss: 4.19752e-05 | Time: 2867.76 ms [2021-09-27 14:16:47 main:574] : INFO : Epoch 1636 | loss: 4.12652e-05 | val_loss: 4.07434e-05 | Time: 2789.27 ms [2021-09-27 14:16:50 main:574] : INFO : Epoch 1637 | loss: 4.15718e-05 | val_loss: 4.14499e-05 | Time: 2761.86 ms [2021-09-27 14:16:53 main:574] : INFO : Epoch 1638 | loss: 4.0369e-05 | val_loss: 4.00982e-05 | Time: 2870.01 ms [2021-09-27 14:16:56 main:574] : INFO : Epoch 1639 | loss: 3.95656e-05 | val_loss: 4.1382e-05 | Time: 2757.38 ms [2021-09-27 14:16:58 main:574] : INFO : Epoch 1640 | loss: 3.98056e-05 | val_loss: 4.12288e-05 | Time: 2747.44 ms [2021-09-27 14:17:01 main:574] : INFO : Epoch 1641 | loss: 4.04492e-05 | val_loss: 4.00583e-05 | Time: 2785.95 ms [2021-09-27 14:17:04 main:574] : INFO : Epoch 1642 | loss: 3.80546e-05 | val_loss: 4.06486e-05 | Time: 2801.35 ms [2021-09-27 14:17:07 main:574] : INFO : Epoch 1643 | loss: 3.87891e-05 | val_loss: 3.88908e-05 | Time: 2740.82 ms [2021-09-27 14:17:09 main:574] : INFO : Epoch 1644 | loss: 3.70754e-05 | val_loss: 3.8629e-05 | Time: 2753.92 ms [2021-09-27 14:17:12 main:574] : INFO : Epoch 1645 | loss: 3.52759e-05 | val_loss: 3.83563e-05 | Time: 2744.05 ms [2021-09-27 14:17:15 main:574] : INFO : Epoch 1646 | loss: 3.54569e-05 | val_loss: 3.78498e-05 | Time: 2804.23 ms [2021-09-27 14:17:18 main:574] : INFO : Epoch 1647 | loss: 3.54653e-05 | val_loss: 3.76332e-05 | Time: 2805.8 ms [2021-09-27 14:17:21 main:574] : INFO : Epoch 1648 | loss: 3.5257e-05 | val_loss: 3.99405e-05 | Time: 2867.26 ms [2021-09-27 14:17:24 main:574] : INFO : Epoch 1649 | loss: 3.89859e-05 | val_loss: 4.0339e-05 | Time: 2772.3 ms [2021-09-27 14:17:26 main:574] : INFO : Epoch 1650 | loss: 3.55262e-05 | val_loss: 3.7547e-05 | Time: 2761.52 ms [2021-09-27 14:17:29 main:574] : INFO : Epoch 1651 | loss: 3.46256e-05 | val_loss: 3.62739e-05 | Time: 2736.28 ms [2021-09-27 14:17:32 main:574] : INFO : Epoch 1652 | loss: 3.77436e-05 | val_loss: 3.89013e-05 | Time: 2725.07 ms [2021-09-27 14:17:35 main:574] : INFO : Epoch 1653 | loss: 3.6545e-05 | val_loss: 3.84882e-05 | Time: 2837.6 ms [2021-09-27 14:17:37 main:574] : INFO : Epoch 1654 | loss: 3.70122e-05 | val_loss: 3.8126e-05 | Time: 2839.19 ms [2021-09-27 14:17:40 main:574] : INFO : Epoch 1655 | loss: 3.53052e-05 | val_loss: 3.65596e-05 | Time: 2889.06 ms [2021-09-27 14:17:43 main:574] : INFO : Epoch 1656 | loss: 3.56272e-05 | val_loss: 4.82542e-05 | Time: 2738.5 ms [2021-09-27 14:17:46 main:574] : INFO : Epoch 1657 | loss: 4.54484e-05 | val_loss: 5.02705e-05 | Time: 2777.9 ms [2021-09-27 14:17:49 main:574] : INFO : Epoch 1658 | loss: 4.52924e-05 | val_loss: 4.0388e-05 | Time: 2736.26 ms [2021-09-27 14:17:51 main:574] : INFO : Epoch 1659 | loss: 4.15836e-05 | val_loss: 4.38315e-05 | Time: 2859.2 ms [2021-09-27 14:17:54 main:574] : INFO : Epoch 1660 | loss: 4.03444e-05 | val_loss: 3.99859e-05 | Time: 2789.25 ms [2021-09-27 14:17:57 main:574] : INFO : Epoch 1661 | loss: 3.84689e-05 | val_loss: 3.84043e-05 | Time: 2861.52 ms [2021-09-27 14:18:00 main:574] : INFO : Epoch 1662 | loss: 3.7152e-05 | val_loss: 3.99036e-05 | Time: 2790.47 ms [2021-09-27 14:18:03 main:574] : INFO : Epoch 1663 | loss: 3.68459e-05 | val_loss: 4.0131e-05 | Time: 2782.92 ms [2021-09-27 14:18:06 main:574] : INFO : Epoch 1664 | loss: 4.29934e-05 | val_loss: 4.3409e-05 | Time: 2958.92 ms [2021-09-27 14:18:09 main:574] : INFO : Epoch 1665 | loss: 3.75473e-05 | val_loss: 3.83193e-05 | Time: 2840.34 ms [2021-09-27 14:18:11 main:574] : INFO : Epoch 1666 | loss: 3.58477e-05 | val_loss: 3.75751e-05 | Time: 2879.31 ms [2021-09-27 14:18:14 main:574] : INFO : Epoch 1667 | loss: 3.6087e-05 | val_loss: 3.86402e-05 | Time: 2664.79 ms [2021-09-27 14:18:17 main:574] : INFO : Epoch 1668 | loss: 3.59929e-05 | val_loss: 3.81666e-05 | Time: 2807.83 ms [2021-09-27 14:18:20 main:574] : INFO : Epoch 1669 | loss: 3.59751e-05 | val_loss: 3.79436e-05 | Time: 2737.32 ms [2021-09-27 14:18:22 main:574] : INFO : Epoch 1670 | loss: 3.59883e-05 | val_loss: 4.11818e-05 | Time: 2819.29 ms [2021-09-27 14:18:25 main:574] : INFO : Epoch 1671 | loss: 3.59783e-05 | val_loss: 3.87842e-05 | Time: 2808.58 ms [2021-09-27 14:18:28 main:574] : INFO : Epoch 1672 | loss: 3.56642e-05 | val_loss: 3.79423e-05 | Time: 2831.36 ms [2021-09-27 14:18:31 main:574] : INFO : Epoch 1673 | loss: 3.43447e-05 | val_loss: 3.76265e-05 | Time: 2854.77 ms [2021-09-27 14:18:34 main:574] : INFO : Epoch 1674 | loss: 3.45047e-05 | val_loss: 3.65119e-05 | Time: 2873.52 ms [2021-09-27 14:18:37 main:574] : INFO : Epoch 1675 | loss: 3.39766e-05 | val_loss: 4.024e-05 | Time: 2773.91 ms [2021-09-27 14:18:40 main:574] : INFO : Epoch 1676 | loss: 3.74585e-05 | val_loss: 3.85208e-05 | Time: 2931.88 ms [2021-09-27 14:18:42 main:574] : INFO : Epoch 1677 | loss: 3.50462e-05 | val_loss: 3.6266e-05 | Time: 2773.07 ms [2021-09-27 14:18:45 main:574] : INFO : Epoch 1678 | loss: 3.60431e-05 | val_loss: 3.98595e-05 | Time: 2847.59 ms [2021-09-27 14:18:48 main:574] : INFO : Epoch 1679 | loss: 3.48683e-05 | val_loss: 3.57841e-05 | Time: 2883.17 ms [2021-09-27 14:18:51 main:574] : INFO : Epoch 1680 | loss: 3.35973e-05 | val_loss: 3.66578e-05 | Time: 2795.58 ms [2021-09-27 14:18:54 main:574] : INFO : Epoch 1681 | loss: 3.5012e-05 | val_loss: 3.76389e-05 | Time: 2847.39 ms [2021-09-27 14:18:57 main:574] : INFO : Epoch 1682 | loss: 3.77023e-05 | val_loss: 4.25938e-05 | Time: 2770.04 ms [2021-09-27 14:18:59 main:574] : INFO : Epoch 1683 | loss: 0.0059229 | val_loss: 0.00663179 | Time: 2707.2 ms [2021-09-27 14:19:02 main:574] : INFO : Epoch 1684 | loss: 0.00441576 | val_loss: 0.00162295 | Time: 2807.29 ms [2021-09-27 14:19:05 main:574] : INFO : Epoch 1685 | loss: 0.000967016 | val_loss: 0.000769813 | Time: 2766.37 ms [2021-09-27 14:19:08 main:574] : INFO : Epoch 1686 | loss: 0.000644995 | val_loss: 0.000557129 | Time: 2818.09 ms [2021-09-27 14:19:10 main:574] : INFO : Epoch 1687 | loss: 0.000426305 | val_loss: 0.000312746 | Time: 2786.58 ms [2021-09-27 14:19:13 main:574] : INFO : Epoch 1688 | loss: 0.00029467 | val_loss: 0.000278019 | Time: 2823.45 ms [2021-09-27 14:19:16 main:574] : INFO : Epoch 1689 | loss: 0.000253109 | val_loss: 0.000216906 | Time: 2740.93 ms [2021-09-27 14:19:19 main:574] : INFO : Epoch 1690 | loss: 0.000197983 | val_loss: 0.000185829 | Time: 2711.79 ms [2021-09-27 14:19:22 main:574] : INFO : Epoch 1691 | loss: 0.0001698 | val_loss: 0.000164479 | Time: 2861.43 ms [2021-09-27 14:19:25 main:574] : INFO : Epoch 1692 | loss: 0.000154046 | val_loss: 0.00015344 | Time: 2868.14 ms [2021-09-27 14:19:27 main:574] : INFO : Epoch 1693 | loss: 0.000100268 | val_loss: 6.56153e-05 | Time: 2777.06 ms [2021-09-27 14:19:30 main:574] : INFO : Epoch 1694 | loss: 6.18609e-05 | val_loss: 6.12683e-05 | Time: 2839.54 ms [2021-09-27 14:19:33 main:574] : INFO : Epoch 1695 | loss: 5.66123e-05 | val_loss: 5.82246e-05 | Time: 2778.27 ms [2021-09-27 14:19:36 main:574] : INFO : Epoch 1696 | loss: 5.50805e-05 | val_loss: 5.45856e-05 | Time: 2919.05 ms [2021-09-27 14:19:39 main:574] : INFO : Epoch 1697 | loss: 5.32259e-05 | val_loss: 5.32598e-05 | Time: 2746.53 ms [2021-09-27 14:19:41 main:574] : INFO : Epoch 1698 | loss: 5.3106e-05 | val_loss: 5.15015e-05 | Time: 2772.74 ms [2021-09-27 14:19:44 main:574] : INFO : Epoch 1699 | loss: 5.45327e-05 | val_loss: 5.66879e-05 | Time: 2906.16 ms [2021-09-27 14:19:47 main:574] : INFO : Epoch 1700 | loss: 5.35705e-05 | val_loss: 5.11609e-05 | Time: 2759.38 ms [2021-09-27 14:19:50 main:574] : INFO : Epoch 1701 | loss: 5.01231e-05 | val_loss: 4.91709e-05 | Time: 2793.49 ms [2021-09-27 14:19:53 main:574] : INFO : Epoch 1702 | loss: 4.77831e-05 | val_loss: 4.95393e-05 | Time: 2798.09 ms [2021-09-27 14:19:55 main:574] : INFO : Epoch 1703 | loss: 4.79806e-05 | val_loss: 4.88648e-05 | Time: 2653.23 ms [2021-09-27 14:19:58 main:574] : INFO : Epoch 1704 | loss: 4.6705e-05 | val_loss: 4.85985e-05 | Time: 2876.93 ms [2021-09-27 14:20:01 main:574] : INFO : Epoch 1705 | loss: 4.66271e-05 | val_loss: 4.71375e-05 | Time: 2704.34 ms [2021-09-27 14:20:04 main:574] : INFO : Epoch 1706 | loss: 4.6344e-05 | val_loss: 4.73005e-05 | Time: 2805.95 ms [2021-09-27 14:20:07 main:574] : INFO : Epoch 1707 | loss: 4.68554e-05 | val_loss: 4.64581e-05 | Time: 2838.7 ms [2021-09-27 14:20:09 main:574] : INFO : Epoch 1708 | loss: 4.61564e-05 | val_loss: 4.61112e-05 | Time: 2792.09 ms [2021-09-27 14:20:12 main:574] : INFO : Epoch 1709 | loss: 4.58076e-05 | val_loss: 4.68354e-05 | Time: 2893.63 ms [2021-09-27 14:20:15 main:574] : INFO : Epoch 1710 | loss: 4.52669e-05 | val_loss: 4.69489e-05 | Time: 2783.01 ms [2021-09-27 14:20:18 main:574] : INFO : Epoch 1711 | loss: 4.86425e-05 | val_loss: 4.87823e-05 | Time: 2778.27 ms [2021-09-27 14:20:21 main:574] : INFO : Epoch 1712 | loss: 4.61526e-05 | val_loss: 4.45293e-05 | Time: 2813.54 ms [2021-09-27 14:20:23 main:574] : INFO : Epoch 1713 | loss: 0.000113462 | val_loss: 0.000153772 | Time: 2785.96 ms [2021-09-27 14:20:26 main:574] : INFO : Epoch 1714 | loss: 0.000166228 | val_loss: 0.000185834 | Time: 2919.84 ms [2021-09-27 14:20:29 main:574] : INFO : Epoch 1715 | loss: 0.000167595 | val_loss: 0.000147052 | Time: 2769.78 ms [2021-09-27 14:20:32 main:574] : INFO : Epoch 1716 | loss: 0.000130222 | val_loss: 0.000121854 | Time: 2779.16 ms [2021-09-27 14:20:35 main:574] : INFO : Epoch 1717 | loss: 0.000116482 | val_loss: 0.000116366 | Time: 2915.01 ms [2021-09-27 14:20:38 main:574] : INFO : Epoch 1718 | loss: 0.00011515 | val_loss: 0.000113295 | Time: 2836.56 ms [2021-09-27 14:20:41 main:574] : INFO : Epoch 1719 | loss: 9.93714e-05 | val_loss: 8.74767e-05 | Time: 2885.95 ms [2021-09-27 14:20:44 main:574] : INFO : Epoch 1720 | loss: 6.83412e-05 | val_loss: 6.16179e-05 | Time: 2877.79 ms [2021-09-27 14:20:46 main:574] : INFO : Epoch 1721 | loss: 4.99471e-05 | val_loss: 4.65927e-05 | Time: 2813.8 ms [2021-09-27 14:20:49 main:574] : INFO : Epoch 1722 | loss: 4.10531e-05 | val_loss: 4.12027e-05 | Time: 2817.05 ms [2021-09-27 14:20:52 main:574] : INFO : Epoch 1723 | loss: 3.88348e-05 | val_loss: 3.94506e-05 | Time: 2715.91 ms [2021-09-27 14:20:55 main:574] : INFO : Epoch 1724 | loss: 3.75085e-05 | val_loss: 3.94062e-05 | Time: 2881.11 ms [2021-09-27 14:20:58 main:574] : INFO : Epoch 1725 | loss: 3.70299e-05 | val_loss: 3.89434e-05 | Time: 2850.97 ms [2021-09-27 14:21:00 main:574] : INFO : Epoch 1726 | loss: 3.51267e-05 | val_loss: 3.81671e-05 | Time: 2723.92 ms [2021-09-27 14:21:03 main:574] : INFO : Epoch 1727 | loss: 3.46953e-05 | val_loss: 3.76122e-05 | Time: 2771.42 ms [2021-09-27 14:21:06 main:574] : INFO : Epoch 1728 | loss: 3.41539e-05 | val_loss: 3.7271e-05 | Time: 2791.06 ms [2021-09-27 14:21:09 main:574] : INFO : Epoch 1729 | loss: 3.45672e-05 | val_loss: 3.72217e-05 | Time: 2808.31 ms [2021-09-27 14:21:12 main:574] : INFO : Epoch 1730 | loss: 3.43562e-05 | val_loss: 3.6933e-05 | Time: 2807.71 ms [2021-09-27 14:21:14 main:574] : INFO : Epoch 1731 | loss: 3.36809e-05 | val_loss: 3.6324e-05 | Time: 2730.07 ms [2021-09-27 14:21:17 main:574] : INFO : Epoch 1732 | loss: 3.32626e-05 | val_loss: 3.5857e-05 | Time: 2871.84 ms [2021-09-27 14:21:20 main:574] : INFO : Epoch 1733 | loss: 3.28765e-05 | val_loss: 3.60085e-05 | Time: 2714.5 ms [2021-09-27 14:21:23 main:574] : INFO : Epoch 1734 | loss: 3.29232e-05 | val_loss: 3.69039e-05 | Time: 2822.23 ms [2021-09-27 14:21:26 main:574] : INFO : Epoch 1735 | loss: 3.29691e-05 | val_loss: 3.60153e-05 | Time: 2833.89 ms [2021-09-27 14:21:28 main:574] : INFO : Epoch 1736 | loss: 3.2817e-05 | val_loss: 3.55083e-05 | Time: 2751.42 ms [2021-09-27 14:21:31 main:574] : INFO : Epoch 1737 | loss: 3.25999e-05 | val_loss: 3.50973e-05 | Time: 2757.96 ms [2021-09-27 14:21:34 main:574] : INFO : Epoch 1738 | loss: 3.24031e-05 | val_loss: 3.48413e-05 | Time: 2799.71 ms [2021-09-27 14:21:37 main:574] : INFO : Epoch 1739 | loss: 3.19947e-05 | val_loss: 3.43856e-05 | Time: 2745.27 ms [2021-09-27 14:21:40 main:574] : INFO : Epoch 1740 | loss: 3.20982e-05 | val_loss: 3.39901e-05 | Time: 2855.17 ms [2021-09-27 14:21:42 main:574] : INFO : Epoch 1741 | loss: 3.17001e-05 | val_loss: 3.35414e-05 | Time: 2729.94 ms [2021-09-27 14:21:45 main:574] : INFO : Epoch 1742 | loss: 3.16462e-05 | val_loss: 3.3693e-05 | Time: 2797.23 ms [2021-09-27 14:21:48 main:574] : INFO : Epoch 1743 | loss: 3.12897e-05 | val_loss: 3.34443e-05 | Time: 2859.66 ms [2021-09-27 14:21:51 main:574] : INFO : Epoch 1744 | loss: 3.18105e-05 | val_loss: 3.33498e-05 | Time: 2706.03 ms [2021-09-27 14:21:53 main:574] : INFO : Epoch 1745 | loss: 3.21157e-05 | val_loss: 3.49979e-05 | Time: 2802.72 ms [2021-09-27 14:21:56 main:574] : INFO : Epoch 1746 | loss: 3.13904e-05 | val_loss: 3.38868e-05 | Time: 2741.62 ms [2021-09-27 14:21:59 main:574] : INFO : Epoch 1747 | loss: 3.09751e-05 | val_loss: 3.33599e-05 | Time: 2710.22 ms [2021-09-27 14:22:02 main:574] : INFO : Epoch 1748 | loss: 3.09528e-05 | val_loss: 3.33269e-05 | Time: 2826.63 ms [2021-09-27 14:22:05 main:574] : INFO : Epoch 1749 | loss: 3.08402e-05 | val_loss: 3.33629e-05 | Time: 2764.81 ms [2021-09-27 14:22:07 main:574] : INFO : Epoch 1750 | loss: 3.0573e-05 | val_loss: 3.32986e-05 | Time: 2889.19 ms [2021-09-27 14:22:10 main:574] : INFO : Epoch 1751 | loss: 3.03976e-05 | val_loss: 3.3811e-05 | Time: 2854.94 ms [2021-09-27 14:22:13 main:574] : INFO : Epoch 1752 | loss: 3.0438e-05 | val_loss: 3.34852e-05 | Time: 2805.47 ms [2021-09-27 14:22:16 main:574] : INFO : Epoch 1753 | loss: 3.01956e-05 | val_loss: 3.31916e-05 | Time: 2917.6 ms [2021-09-27 14:22:19 main:574] : INFO : Epoch 1754 | loss: 3.04985e-05 | val_loss: 3.35482e-05 | Time: 2793.61 ms [2021-09-27 14:22:22 main:574] : INFO : Epoch 1755 | loss: 3.02312e-05 | val_loss: 3.34256e-05 | Time: 2961.36 ms [2021-09-27 14:22:25 main:574] : INFO : Epoch 1756 | loss: 3.01743e-05 | val_loss: 3.3313e-05 | Time: 2780.54 ms [2021-09-27 14:22:28 main:574] : INFO : Epoch 1757 | loss: 2.98793e-05 | val_loss: 3.34456e-05 | Time: 2885.02 ms [2021-09-27 14:22:30 main:574] : INFO : Epoch 1758 | loss: 2.98103e-05 | val_loss: 3.33991e-05 | Time: 2803.5 ms [2021-09-27 14:22:33 main:574] : INFO : Epoch 1759 | loss: 2.96932e-05 | val_loss: 3.35314e-05 | Time: 2898.12 ms [2021-09-27 14:22:36 main:574] : INFO : Epoch 1760 | loss: 2.99128e-05 | val_loss: 3.36277e-05 | Time: 2819.14 ms [2021-09-27 14:22:39 main:574] : INFO : Epoch 1761 | loss: 2.99301e-05 | val_loss: 3.33504e-05 | Time: 2750.17 ms [2021-09-27 14:22:42 main:574] : INFO : Epoch 1762 | loss: 2.99153e-05 | val_loss: 3.31999e-05 | Time: 2886.96 ms [2021-09-27 14:22:45 main:574] : INFO : Epoch 1763 | loss: 2.96458e-05 | val_loss: 3.30535e-05 | Time: 2713.18 ms [2021-09-27 14:22:47 main:574] : INFO : Epoch 1764 | loss: 2.96704e-05 | val_loss: 3.3034e-05 | Time: 2718.6 ms [2021-09-27 14:22:50 main:574] : INFO : Epoch 1765 | loss: 2.94957e-05 | val_loss: 3.27745e-05 | Time: 2843.03 ms [2021-09-27 14:22:53 main:574] : INFO : Epoch 1766 | loss: 2.95101e-05 | val_loss: 3.35206e-05 | Time: 2848.47 ms [2021-09-27 14:22:56 main:574] : INFO : Epoch 1767 | loss: 2.94326e-05 | val_loss: 3.31652e-05 | Time: 2820.18 ms [2021-09-27 14:22:59 main:574] : INFO : Epoch 1768 | loss: 2.93585e-05 | val_loss: 3.31612e-05 | Time: 2842.08 ms [2021-09-27 14:23:01 main:574] : INFO : Epoch 1769 | loss: 2.92869e-05 | val_loss: 3.32202e-05 | Time: 2703.96 ms [2021-09-27 14:23:04 main:574] : INFO : Epoch 1770 | loss: 2.93159e-05 | val_loss: 3.2723e-05 | Time: 2888.3 ms [2021-09-27 14:23:07 main:574] : INFO : Epoch 1771 | loss: 2.91431e-05 | val_loss: 3.30581e-05 | Time: 2672.98 ms [2021-09-27 14:23:10 main:574] : INFO : Epoch 1772 | loss: 2.91351e-05 | val_loss: 3.28756e-05 | Time: 2809.78 ms [2021-09-27 14:23:13 main:574] : INFO : Epoch 1773 | loss: 2.91146e-05 | val_loss: 3.27616e-05 | Time: 2791.82 ms [2021-09-27 14:23:15 main:574] : INFO : Epoch 1774 | loss: 2.90753e-05 | val_loss: 3.3112e-05 | Time: 2738.29 ms [2021-09-27 14:23:18 main:574] : INFO : Epoch 1775 | loss: 2.90889e-05 | val_loss: 3.27431e-05 | Time: 2812.7 ms [2021-09-27 14:23:21 main:574] : INFO : Epoch 1776 | loss: 2.89955e-05 | val_loss: 3.27577e-05 | Time: 2768.28 ms [2021-09-27 14:23:24 main:574] : INFO : Epoch 1777 | loss: 2.90085e-05 | val_loss: 3.30826e-05 | Time: 2823.27 ms [2021-09-27 14:23:27 main:574] : INFO : Epoch 1778 | loss: 2.90271e-05 | val_loss: 3.31987e-05 | Time: 3003.09 ms [2021-09-27 14:23:30 main:574] : INFO : Epoch 1779 | loss: 2.90901e-05 | val_loss: 3.27984e-05 | Time: 2720.72 ms [2021-09-27 14:23:32 main:574] : INFO : Epoch 1780 | loss: 2.89305e-05 | val_loss: 3.27608e-05 | Time: 2780.77 ms [2021-09-27 14:23:35 main:574] : INFO : Epoch 1781 | loss: 2.89578e-05 | val_loss: 3.29773e-05 | Time: 2884.82 ms [2021-09-27 14:23:38 main:574] : INFO : Epoch 1782 | loss: 2.89819e-05 | val_loss: 3.32011e-05 | Time: 3020.49 ms [2021-09-27 14:23:41 main:574] : INFO : Epoch 1783 | loss: 2.91163e-05 | val_loss: 3.31839e-05 | Time: 3196.3 ms [2021-09-27 14:23:45 main:574] : INFO : Epoch 1784 | loss: 2.91912e-05 | val_loss: 3.29543e-05 | Time: 3144.75 ms [2021-09-27 14:23:48 main:574] : INFO : Epoch 1785 | loss: 2.89079e-05 | val_loss: 3.258e-05 | Time: 3070.15 ms [2021-09-27 14:23:51 main:574] : INFO : Epoch 1786 | loss: 2.89212e-05 | val_loss: 3.30394e-05 | Time: 3054.36 ms [2021-09-27 14:24:04 main:574] : INFO : Epoch 1787 | loss: 2.8895e-05 | val_loss: 3.30741e-05 | Time: 13236.6 ms [2021-09-27 14:24:07 main:574] : INFO : Epoch 1788 | loss: 2.87437e-05 | val_loss: 3.25878e-05 | Time: 3107.08 ms [2021-09-27 14:24:10 main:574] : INFO : Epoch 1789 | loss: 2.87916e-05 | val_loss: 3.28375e-05 | Time: 2997.63 ms [2021-09-27 14:24:23 main:574] : INFO : Epoch 1790 | loss: 2.89412e-05 | val_loss: 3.31914e-05 | Time: 13165 ms [2021-09-27 14:24:26 main:574] : INFO : Epoch 1791 | loss: 2.87343e-05 | val_loss: 3.30166e-05 | Time: 2778.35 ms [2021-09-27 14:24:29 main:574] : INFO : Epoch 1792 | loss: 2.85827e-05 | val_loss: 3.32612e-05 | Time: 2856.66 ms [2021-09-27 14:24:32 main:574] : INFO : Epoch 1793 | loss: 2.85214e-05 | val_loss: 3.31985e-05 | Time: 2769.76 ms [2021-09-27 14:24:35 main:574] : INFO : Epoch 1794 | loss: 2.85128e-05 | val_loss: 3.34661e-05 | Time: 2852.05 ms [2021-09-27 14:24:37 main:574] : INFO : Epoch 1795 | loss: 2.90755e-05 | val_loss: 3.2693e-05 | Time: 2823.31 ms [2021-09-27 14:24:40 main:574] : INFO : Epoch 1796 | loss: 2.85854e-05 | val_loss: 3.34619e-05 | Time: 2752.53 ms [2021-09-27 14:24:43 main:574] : INFO : Epoch 1797 | loss: 2.84898e-05 | val_loss: 3.32015e-05 | Time: 2769.95 ms [2021-09-27 14:24:46 main:574] : INFO : Epoch 1798 | loss: 2.91561e-05 | val_loss: 3.32643e-05 | Time: 2818.37 ms [2021-09-27 14:24:49 main:574] : INFO : Epoch 1799 | loss: 2.90304e-05 | val_loss: 3.27395e-05 | Time: 2859.07 ms [2021-09-27 14:24:51 main:574] : INFO : Epoch 1800 | loss: 2.86026e-05 | val_loss: 3.325e-05 | Time: 2900.44 ms [2021-09-27 14:24:54 main:574] : INFO : Epoch 1801 | loss: 3.12713e-05 | val_loss: 3.58815e-05 | Time: 2757.7 ms [2021-09-27 14:24:57 main:574] : INFO : Epoch 1802 | loss: 3.1267e-05 | val_loss: 3.44352e-05 | Time: 2874.66 ms [2021-09-27 14:25:00 main:574] : INFO : Epoch 1803 | loss: 3.22989e-05 | val_loss: 3.30891e-05 | Time: 2794.88 ms [2021-09-27 14:25:03 main:574] : INFO : Epoch 1804 | loss: 3.50501e-05 | val_loss: 3.69803e-05 | Time: 2807.27 ms [2021-09-27 14:25:06 main:574] : INFO : Epoch 1805 | loss: 3.57184e-05 | val_loss: 3.22911e-05 | Time: 2913.85 ms [2021-09-27 14:25:08 main:574] : INFO : Epoch 1806 | loss: 3.10636e-05 | val_loss: 3.45605e-05 | Time: 2811.16 ms [2021-09-27 14:25:11 main:574] : INFO : Epoch 1807 | loss: 2.99747e-05 | val_loss: 3.28955e-05 | Time: 2822.9 ms [2021-09-27 14:25:14 main:574] : INFO : Epoch 1808 | loss: 3.06091e-05 | val_loss: 3.28445e-05 | Time: 2786.04 ms [2021-09-27 14:25:17 main:574] : INFO : Epoch 1809 | loss: 3.07805e-05 | val_loss: 3.20859e-05 | Time: 2752.88 ms [2021-09-27 14:25:20 main:574] : INFO : Epoch 1810 | loss: 3.0031e-05 | val_loss: 3.2277e-05 | Time: 2801.12 ms [2021-09-27 14:25:23 main:574] : INFO : Epoch 1811 | loss: 2.98965e-05 | val_loss: 3.18403e-05 | Time: 2880.37 ms [2021-09-27 14:25:25 main:574] : INFO : Epoch 1812 | loss: 2.94239e-05 | val_loss: 3.16275e-05 | Time: 2815.15 ms [2021-09-27 14:25:28 main:574] : INFO : Epoch 1813 | loss: 2.91357e-05 | val_loss: 3.20294e-05 | Time: 2775.92 ms [2021-09-27 14:25:31 main:574] : INFO : Epoch 1814 | loss: 2.88809e-05 | val_loss: 3.24695e-05 | Time: 2763.23 ms [2021-09-27 14:25:34 main:574] : INFO : Epoch 1815 | loss: 2.84204e-05 | val_loss: 3.1451e-05 | Time: 2761.76 ms [2021-09-27 14:25:37 main:574] : INFO : Epoch 1816 | loss: 2.86061e-05 | val_loss: 3.19899e-05 | Time: 2825.72 ms [2021-09-27 14:25:40 main:574] : INFO : Epoch 1817 | loss: 2.84323e-05 | val_loss: 3.19925e-05 | Time: 3018.4 ms [2021-09-27 14:25:42 main:574] : INFO : Epoch 1818 | loss: 2.82516e-05 | val_loss: 3.1839e-05 | Time: 2794.16 ms [2021-09-27 14:25:45 main:574] : INFO : Epoch 1819 | loss: 2.80743e-05 | val_loss: 3.15835e-05 | Time: 2700.6 ms [2021-09-27 14:25:48 main:574] : INFO : Epoch 1820 | loss: 2.79829e-05 | val_loss: 3.19917e-05 | Time: 2839.06 ms [2021-09-27 14:25:51 main:574] : INFO : Epoch 1821 | loss: 2.83907e-05 | val_loss: 3.35508e-05 | Time: 2744.73 ms [2021-09-27 14:25:54 main:574] : INFO : Epoch 1822 | loss: 3.02275e-05 | val_loss: 3.3549e-05 | Time: 2952.7 ms [2021-09-27 14:25:56 main:574] : INFO : Epoch 1823 | loss: 2.90819e-05 | val_loss: 3.2001e-05 | Time: 2844.41 ms [2021-09-27 14:25:59 main:574] : INFO : Epoch 1824 | loss: 2.83066e-05 | val_loss: 3.17687e-05 | Time: 2838.81 ms [2021-09-27 14:26:02 main:574] : INFO : Epoch 1825 | loss: 2.8078e-05 | val_loss: 3.16902e-05 | Time: 2888.72 ms [2021-09-27 14:26:05 main:574] : INFO : Epoch 1826 | loss: 2.83825e-05 | val_loss: 3.14638e-05 | Time: 2750.46 ms [2021-09-27 14:26:08 main:574] : INFO : Epoch 1827 | loss: 2.79955e-05 | val_loss: 3.15123e-05 | Time: 2889.91 ms [2021-09-27 14:26:11 main:574] : INFO : Epoch 1828 | loss: 2.87929e-05 | val_loss: 3.23318e-05 | Time: 2753.44 ms [2021-09-27 14:26:14 main:574] : INFO : Epoch 1829 | loss: 2.79966e-05 | val_loss: 3.20259e-05 | Time: 2944.9 ms [2021-09-27 14:26:17 main:574] : INFO : Epoch 1830 | loss: 2.80097e-05 | val_loss: 3.12507e-05 | Time: 3020.4 ms [2021-09-27 14:26:20 main:574] : INFO : Epoch 1831 | loss: 2.78263e-05 | val_loss: 3.16445e-05 | Time: 2954.11 ms [2021-09-27 14:26:33 main:574] : INFO : Epoch 1832 | loss: 2.81424e-05 | val_loss: 3.33225e-05 | Time: 12955.7 ms [2021-09-27 14:26:35 main:574] : INFO : Epoch 1833 | loss: 2.91786e-05 | val_loss: 4.30244e-05 | Time: 2757.52 ms [2021-09-27 14:26:38 main:574] : INFO : Epoch 1834 | loss: 3.06501e-05 | val_loss: 3.39468e-05 | Time: 2885.9 ms [2021-09-27 14:26:41 main:574] : INFO : Epoch 1835 | loss: 2.93831e-05 | val_loss: 3.49311e-05 | Time: 2697.69 ms [2021-09-27 14:26:44 main:574] : INFO : Epoch 1836 | loss: 2.91856e-05 | val_loss: 3.13357e-05 | Time: 2930.1 ms [2021-09-27 14:26:47 main:574] : INFO : Epoch 1837 | loss: 3.06757e-05 | val_loss: 3.41051e-05 | Time: 2805.36 ms [2021-09-27 14:26:49 main:574] : INFO : Epoch 1838 | loss: 2.99167e-05 | val_loss: 3.32855e-05 | Time: 2759.97 ms [2021-09-27 14:26:52 main:574] : INFO : Epoch 1839 | loss: 2.89162e-05 | val_loss: 3.20614e-05 | Time: 2929.01 ms [2021-09-27 14:26:55 main:574] : INFO : Epoch 1840 | loss: 2.8156e-05 | val_loss: 3.6024e-05 | Time: 2789.33 ms [2021-09-27 14:26:58 main:574] : INFO : Epoch 1841 | loss: 2.95283e-05 | val_loss: 3.48588e-05 | Time: 2903.43 ms [2021-09-27 14:27:01 main:574] : INFO : Epoch 1842 | loss: 2.82478e-05 | val_loss: 3.28034e-05 | Time: 2921.31 ms [2021-09-27 14:27:04 main:574] : INFO : Epoch 1843 | loss: 2.75338e-05 | val_loss: 3.20762e-05 | Time: 2810.05 ms [2021-09-27 14:27:07 main:574] : INFO : Epoch 1844 | loss: 2.74599e-05 | val_loss: 3.25841e-05 | Time: 2813.72 ms [2021-09-27 14:27:09 main:574] : INFO : Epoch 1845 | loss: 2.6913e-05 | val_loss: 3.11959e-05 | Time: 2771.68 ms [2021-09-27 14:27:12 main:574] : INFO : Epoch 1846 | loss: 2.75569e-05 | val_loss: 3.24867e-05 | Time: 2810.69 ms [2021-09-27 14:27:15 main:574] : INFO : Epoch 1847 | loss: 2.78127e-05 | val_loss: 3.55177e-05 | Time: 2780.49 ms [2021-09-27 14:27:18 main:574] : INFO : Epoch 1848 | loss: 2.85827e-05 | val_loss: 3.44787e-05 | Time: 2879.34 ms [2021-09-27 14:27:21 main:574] : INFO : Epoch 1849 | loss: 2.7932e-05 | val_loss: 3.24809e-05 | Time: 2838.54 ms [2021-09-27 14:27:24 main:574] : INFO : Epoch 1850 | loss: 2.69712e-05 | val_loss: 3.20624e-05 | Time: 2788.84 ms [2021-09-27 14:27:26 main:574] : INFO : Epoch 1851 | loss: 5.03076e-05 | val_loss: 4.83514e-05 | Time: 2876.47 ms [2021-09-27 14:27:29 main:574] : INFO : Epoch 1852 | loss: 4.18202e-05 | val_loss: 4.02333e-05 | Time: 2803.32 ms [2021-09-27 14:27:32 main:574] : INFO : Epoch 1853 | loss: 3.62366e-05 | val_loss: 3.79478e-05 | Time: 2771.14 ms [2021-09-27 14:27:35 main:574] : INFO : Epoch 1854 | loss: 3.22351e-05 | val_loss: 3.3048e-05 | Time: 2964.46 ms [2021-09-27 14:27:38 main:574] : INFO : Epoch 1855 | loss: 3.1673e-05 | val_loss: 3.30629e-05 | Time: 2717.26 ms [2021-09-27 14:27:41 main:574] : INFO : Epoch 1856 | loss: 3.12537e-05 | val_loss: 3.34526e-05 | Time: 2906.63 ms [2021-09-27 14:27:43 main:574] : INFO : Epoch 1857 | loss: 2.92338e-05 | val_loss: 3.21884e-05 | Time: 2766.47 ms [2021-09-27 14:27:46 main:574] : INFO : Epoch 1858 | loss: 2.84927e-05 | val_loss: 3.24221e-05 | Time: 2863.87 ms [2021-09-27 14:27:49 main:574] : INFO : Epoch 1859 | loss: 2.82783e-05 | val_loss: 3.4097e-05 | Time: 2712.33 ms [2021-09-27 14:27:53 main:574] : INFO : Epoch 1860 | loss: 2.91806e-05 | val_loss: 3.39772e-05 | Time: 2934.67 ms [2021-09-27 14:27:56 main:574] : INFO : Epoch 1861 | loss: 3.02455e-05 | val_loss: 3.24339e-05 | Time: 2813.05 ms [2021-09-27 14:27:59 main:574] : INFO : Epoch 1862 | loss: 2.94995e-05 | val_loss: 3.25965e-05 | Time: 2837.76 ms [2021-09-27 14:28:01 main:574] : INFO : Epoch 1863 | loss: 2.86119e-05 | val_loss: 3.2831e-05 | Time: 2789.09 ms [2021-09-27 14:28:04 main:574] : INFO : Epoch 1864 | loss: 2.92494e-05 | val_loss: 3.38079e-05 | Time: 2808.63 ms [2021-09-27 14:28:07 main:574] : INFO : Epoch 1865 | loss: 2.91071e-05 | val_loss: 3.21428e-05 | Time: 2875.49 ms [2021-09-27 14:28:10 main:574] : INFO : Epoch 1866 | loss: 2.91326e-05 | val_loss: 3.53495e-05 | Time: 2757.54 ms [2021-09-27 14:28:13 main:574] : INFO : Epoch 1867 | loss: 3.07977e-05 | val_loss: 3.27199e-05 | Time: 2811.05 ms [2021-09-27 14:28:15 main:574] : INFO : Epoch 1868 | loss: 2.90609e-05 | val_loss: 3.43032e-05 | Time: 2717.59 ms [2021-09-27 14:28:18 main:574] : INFO : Epoch 1869 | loss: 2.83987e-05 | val_loss: 3.29311e-05 | Time: 2836.94 ms [2021-09-27 14:28:21 main:574] : INFO : Epoch 1870 | loss: 2.78597e-05 | val_loss: 3.19509e-05 | Time: 2885.53 ms [2021-09-27 14:28:24 main:574] : INFO : Epoch 1871 | loss: 2.81244e-05 | val_loss: 3.29339e-05 | Time: 2778.11 ms [2021-09-27 14:28:27 main:574] : INFO : Epoch 1872 | loss: 2.82649e-05 | val_loss: 3.18704e-05 | Time: 2814.27 ms [2021-09-27 14:28:30 main:574] : INFO : Epoch 1873 | loss: 2.76771e-05 | val_loss: 3.16075e-05 | Time: 2786.58 ms [2021-09-27 14:28:32 main:574] : INFO : Epoch 1874 | loss: 2.85268e-05 | val_loss: 3.32432e-05 | Time: 2837.11 ms [2021-09-27 14:28:35 main:574] : INFO : Epoch 1875 | loss: 2.81022e-05 | val_loss: 3.31545e-05 | Time: 2888.09 ms [2021-09-27 14:28:38 main:574] : INFO : Epoch 1876 | loss: 2.8658e-05 | val_loss: 3.30651e-05 | Time: 2823.63 ms [2021-09-27 14:28:41 main:574] : INFO : Epoch 1877 | loss: 2.75783e-05 | val_loss: 3.17714e-05 | Time: 2861.49 ms [2021-09-27 14:28:44 main:574] : INFO : Epoch 1878 | loss: 2.7238e-05 | val_loss: 3.13178e-05 | Time: 2784.34 ms [2021-09-27 14:28:47 main:574] : INFO : Epoch 1879 | loss: 2.7451e-05 | val_loss: 3.32193e-05 | Time: 2843.97 ms [2021-09-27 14:28:50 main:574] : INFO : Epoch 1880 | loss: 2.86633e-05 | val_loss: 3.28365e-05 | Time: 2815.36 ms [2021-09-27 14:28:52 main:574] : INFO : Epoch 1881 | loss: 2.76376e-05 | val_loss: 3.16152e-05 | Time: 2746.91 ms [2021-09-27 14:28:55 main:574] : INFO : Epoch 1882 | loss: 2.69632e-05 | val_loss: 3.10274e-05 | Time: 2838.65 ms [2021-09-27 14:28:58 main:574] : INFO : Epoch 1883 | loss: 2.69198e-05 | val_loss: 3.13412e-05 | Time: 2766.29 ms [2021-09-27 14:29:01 main:574] : INFO : Epoch 1884 | loss: 2.71755e-05 | val_loss: 3.12167e-05 | Time: 2839.45 ms [2021-09-27 14:29:04 main:574] : INFO : Epoch 1885 | loss: 2.74312e-05 | val_loss: 3.2901e-05 | Time: 2862.76 ms [2021-09-27 14:29:06 main:574] : INFO : Epoch 1886 | loss: 3.00551e-05 | val_loss: 3.40438e-05 | Time: 2725.7 ms [2021-09-27 14:29:09 main:574] : INFO : Epoch 1887 | loss: 2.97177e-05 | val_loss: 3.13029e-05 | Time: 2873.22 ms [2021-09-27 14:29:12 main:574] : INFO : Epoch 1888 | loss: 2.79957e-05 | val_loss: 3.21816e-05 | Time: 2727.89 ms [2021-09-27 14:29:15 main:574] : INFO : Epoch 1889 | loss: 2.72809e-05 | val_loss: 3.07594e-05 | Time: 2708.54 ms [2021-09-27 14:29:18 main:574] : INFO : Epoch 1890 | loss: 2.71176e-05 | val_loss: 3.05967e-05 | Time: 2879.56 ms [2021-09-27 14:29:20 main:574] : INFO : Epoch 1891 | loss: 2.69399e-05 | val_loss: 3.06316e-05 | Time: 2775.34 ms [2021-09-27 14:29:23 main:574] : INFO : Epoch 1892 | loss: 2.71123e-05 | val_loss: 3.18142e-05 | Time: 2794.46 ms [2021-09-27 14:29:26 main:574] : INFO : Epoch 1893 | loss: 2.70666e-05 | val_loss: 3.18563e-05 | Time: 2757.96 ms [2021-09-27 14:29:29 main:574] : INFO : Epoch 1894 | loss: 2.77478e-05 | val_loss: 3.36262e-05 | Time: 2761.3 ms [2021-09-27 14:29:32 main:574] : INFO : Epoch 1895 | loss: 2.78483e-05 | val_loss: 3.13139e-05 | Time: 2846.2 ms [2021-09-27 14:29:34 main:574] : INFO : Epoch 1896 | loss: 2.72118e-05 | val_loss: 3.12589e-05 | Time: 2833.35 ms [2021-09-27 14:29:37 main:574] : INFO : Epoch 1897 | loss: 2.72873e-05 | val_loss: 3.12757e-05 | Time: 2886.11 ms [2021-09-27 14:29:40 main:574] : INFO : Epoch 1898 | loss: 2.71871e-05 | val_loss: 3.06708e-05 | Time: 2767.65 ms [2021-09-27 14:29:43 main:574] : INFO : Epoch 1899 | loss: 3.01827e-05 | val_loss: 3.06743e-05 | Time: 2754.45 ms [2021-09-27 14:29:46 main:574] : INFO : Epoch 1900 | loss: 2.86627e-05 | val_loss: 3.07863e-05 | Time: 2811.75 ms [2021-09-27 14:29:48 main:574] : INFO : Epoch 1901 | loss: 2.70589e-05 | val_loss: 3.02103e-05 | Time: 2809.54 ms [2021-09-27 14:29:51 main:574] : INFO : Epoch 1902 | loss: 2.69653e-05 | val_loss: 3.06869e-05 | Time: 2754.86 ms [2021-09-27 14:29:54 main:574] : INFO : Epoch 1903 | loss: 2.73478e-05 | val_loss: 3.1588e-05 | Time: 2895.39 ms [2021-09-27 14:29:57 main:574] : INFO : Epoch 1904 | loss: 2.72262e-05 | val_loss: 3.04422e-05 | Time: 2743.64 ms [2021-09-27 14:30:00 main:574] : INFO : Epoch 1905 | loss: 2.70256e-05 | val_loss: 3.21467e-05 | Time: 2841.56 ms [2021-09-27 14:30:02 main:574] : INFO : Epoch 1906 | loss: 2.73356e-05 | val_loss: 3.15555e-05 | Time: 2761.63 ms [2021-09-27 14:30:05 main:574] : INFO : Epoch 1907 | loss: 2.78979e-05 | val_loss: 3.50196e-05 | Time: 2767.47 ms [2021-09-27 14:30:08 main:574] : INFO : Epoch 1908 | loss: 2.77018e-05 | val_loss: 3.04308e-05 | Time: 2880.53 ms [2021-09-27 14:30:11 main:574] : INFO : Epoch 1909 | loss: 2.73499e-05 | val_loss: 3.11198e-05 | Time: 2782.65 ms [2021-09-27 14:30:14 main:574] : INFO : Epoch 1910 | loss: 2.76273e-05 | val_loss: 3.2581e-05 | Time: 2824.3 ms [2021-09-27 14:30:17 main:574] : INFO : Epoch 1911 | loss: 2.76539e-05 | val_loss: 3.1597e-05 | Time: 2792.47 ms [2021-09-27 14:30:19 main:574] : INFO : Epoch 1912 | loss: 2.72452e-05 | val_loss: 3.12292e-05 | Time: 2722.43 ms [2021-09-27 14:30:22 main:574] : INFO : Epoch 1913 | loss: 2.75865e-05 | val_loss: 3.03858e-05 | Time: 2963.3 ms [2021-09-27 14:30:25 main:574] : INFO : Epoch 1914 | loss: 2.65634e-05 | val_loss: 3.0381e-05 | Time: 2791.92 ms [2021-09-27 14:30:28 main:574] : INFO : Epoch 1915 | loss: 2.86562e-05 | val_loss: 3.32637e-05 | Time: 2767.74 ms [2021-09-27 14:30:31 main:574] : INFO : Epoch 1916 | loss: 3.07509e-05 | val_loss: 3.27943e-05 | Time: 2914.58 ms [2021-09-27 14:30:33 main:574] : INFO : Epoch 1917 | loss: 2.89967e-05 | val_loss: 3.22748e-05 | Time: 2711.89 ms [2021-09-27 14:30:36 main:574] : INFO : Epoch 1918 | loss: 2.78374e-05 | val_loss: 3.13946e-05 | Time: 2974.27 ms [2021-09-27 14:30:39 main:574] : INFO : Epoch 1919 | loss: 2.68466e-05 | val_loss: 3.10409e-05 | Time: 2752.01 ms [2021-09-27 14:30:42 main:574] : INFO : Epoch 1920 | loss: 2.72478e-05 | val_loss: 3.15887e-05 | Time: 2876.26 ms [2021-09-27 14:30:45 main:574] : INFO : Epoch 1921 | loss: 3.11187e-05 | val_loss: 3.29657e-05 | Time: 2810.31 ms [2021-09-27 14:30:48 main:574] : INFO : Epoch 1922 | loss: 2.87845e-05 | val_loss: 3.2466e-05 | Time: 2718.38 ms [2021-09-27 14:30:50 main:574] : INFO : Epoch 1923 | loss: 2.73645e-05 | val_loss: 3.15481e-05 | Time: 2772.74 ms [2021-09-27 14:30:53 main:574] : INFO : Epoch 1924 | loss: 2.79486e-05 | val_loss: 3.46802e-05 | Time: 2752.63 ms [2021-09-27 14:30:56 main:574] : INFO : Epoch 1925 | loss: 3.18193e-05 | val_loss: 3.4064e-05 | Time: 2851.75 ms [2021-09-27 14:30:59 main:574] : INFO : Epoch 1926 | loss: 2.9011e-05 | val_loss: 3.45904e-05 | Time: 2813.41 ms [2021-09-27 14:31:02 main:574] : INFO : Epoch 1927 | loss: 2.94477e-05 | val_loss: 3.31152e-05 | Time: 2796.42 ms [2021-09-27 14:31:05 main:574] : INFO : Epoch 1928 | loss: 3.05401e-05 | val_loss: 3.28647e-05 | Time: 2961.35 ms [2021-09-27 14:31:07 main:574] : INFO : Epoch 1929 | loss: 2.93767e-05 | val_loss: 3.3179e-05 | Time: 2696.46 ms [2021-09-27 14:31:10 main:574] : INFO : Epoch 1930 | loss: 3.29452e-05 | val_loss: 3.34682e-05 | Time: 2866.21 ms [2021-09-27 14:31:13 main:574] : INFO : Epoch 1931 | loss: 3.01764e-05 | val_loss: 3.144e-05 | Time: 2796.92 ms [2021-09-27 14:31:16 main:574] : INFO : Epoch 1932 | loss: 3.15068e-05 | val_loss: 3.14984e-05 | Time: 2760.92 ms [2021-09-27 14:31:19 main:574] : INFO : Epoch 1933 | loss: 2.83204e-05 | val_loss: 3.09384e-05 | Time: 2804.72 ms [2021-09-27 14:31:21 main:574] : INFO : Epoch 1934 | loss: 2.79336e-05 | val_loss: 3.04199e-05 | Time: 2836.92 ms [2021-09-27 14:31:24 main:574] : INFO : Epoch 1935 | loss: 2.69245e-05 | val_loss: 3.09543e-05 | Time: 2923.82 ms [2021-09-27 14:31:27 main:574] : INFO : Epoch 1936 | loss: 2.70152e-05 | val_loss: 4.84247e-05 | Time: 2778.57 ms [2021-09-27 14:31:30 main:574] : INFO : Epoch 1937 | loss: 9.64958e-05 | val_loss: 4.36506e-05 | Time: 2703.03 ms [2021-09-27 14:31:33 main:574] : INFO : Epoch 1938 | loss: 4.00777e-05 | val_loss: 3.29105e-05 | Time: 2802.88 ms [2021-09-27 14:31:36 main:574] : INFO : Epoch 1939 | loss: 3.69066e-05 | val_loss: 3.53483e-05 | Time: 2879.82 ms [2021-09-27 14:31:38 main:574] : INFO : Epoch 1940 | loss: 3.58051e-05 | val_loss: 3.37553e-05 | Time: 2791.2 ms [2021-09-27 14:31:41 main:574] : INFO : Epoch 1941 | loss: 3.30816e-05 | val_loss: 3.3199e-05 | Time: 2866.07 ms [2021-09-27 14:31:44 main:574] : INFO : Epoch 1942 | loss: 3.06612e-05 | val_loss: 2.98298e-05 | Time: 2724.73 ms [2021-09-27 14:31:47 main:574] : INFO : Epoch 1943 | loss: 3.01619e-05 | val_loss: 0.00474826 | Time: 2831.08 ms [2021-09-27 14:31:50 main:574] : INFO : Epoch 1944 | loss: 0.00129513 | val_loss: 0.000674777 | Time: 2826.21 ms [2021-09-27 14:31:52 main:574] : INFO : Epoch 1945 | loss: 0.000394774 | val_loss: 0.000242465 | Time: 2804.8 ms [2021-09-27 14:31:55 main:574] : INFO : Epoch 1946 | loss: 0.000219694 | val_loss: 0.000174368 | Time: 2946.9 ms [2021-09-27 14:31:58 main:574] : INFO : Epoch 1947 | loss: 0.000241243 | val_loss: 0.000189948 | Time: 2724.81 ms [2021-09-27 14:32:01 main:574] : INFO : Epoch 1948 | loss: 0.000155441 | val_loss: 0.000148433 | Time: 2846.51 ms [2021-09-27 14:32:04 main:574] : INFO : Epoch 1949 | loss: 0.00013457 | val_loss: 0.00011873 | Time: 2757.08 ms [2021-09-27 14:32:06 main:574] : INFO : Epoch 1950 | loss: 0.000111319 | val_loss: 0.000116117 | Time: 2739.92 ms [2021-09-27 14:32:09 main:574] : INFO : Epoch 1951 | loss: 0.000480229 | val_loss: 0.00205666 | Time: 2737.7 ms [2021-09-27 14:32:12 main:574] : INFO : Epoch 1952 | loss: 0.00133913 | val_loss: 0.000819277 | Time: 2715.6 ms [2021-09-27 14:32:15 main:574] : INFO : Epoch 1953 | loss: 0.000487402 | val_loss: 0.000349834 | Time: 2916.15 ms [2021-09-27 14:32:18 main:574] : INFO : Epoch 1954 | loss: 0.000283184 | val_loss: 0.000236682 | Time: 2759.24 ms [2021-09-27 14:32:20 main:574] : INFO : Epoch 1955 | loss: 0.00022577 | val_loss: 0.000204431 | Time: 2746.05 ms [2021-09-27 14:32:23 main:574] : INFO : Epoch 1956 | loss: 0.000197429 | val_loss: 0.000181123 | Time: 2968.31 ms [2021-09-27 14:32:26 main:574] : INFO : Epoch 1957 | loss: 0.000181326 | val_loss: 0.000164101 | Time: 2833.51 ms [2021-09-27 14:32:29 main:574] : INFO : Epoch 1958 | loss: 0.000153374 | val_loss: 0.000144064 | Time: 2832.51 ms [2021-09-27 14:32:32 main:574] : INFO : Epoch 1959 | loss: 0.000141441 | val_loss: 0.000139113 | Time: 2879.33 ms [2021-09-27 14:32:35 main:574] : INFO : Epoch 1960 | loss: 0.000148238 | val_loss: 0.000132379 | Time: 2912.98 ms [2021-09-27 14:32:38 main:574] : INFO : Epoch 1961 | loss: 0.000125965 | val_loss: 0.000123637 | Time: 3020.93 ms [2021-09-27 14:32:41 main:574] : INFO : Epoch 1962 | loss: 0.000119545 | val_loss: 0.00011763 | Time: 2747.22 ms [2021-09-27 14:32:44 main:574] : INFO : Epoch 1963 | loss: 0.000110588 | val_loss: 0.000110441 | Time: 2834.51 ms [2021-09-27 14:32:46 main:574] : INFO : Epoch 1964 | loss: 9.71855e-05 | val_loss: 9.27968e-05 | Time: 2724.68 ms [2021-09-27 14:32:49 main:574] : INFO : Epoch 1965 | loss: 9.18689e-05 | val_loss: 9.3752e-05 | Time: 2811 ms [2021-09-27 14:32:52 main:574] : INFO : Epoch 1966 | loss: 9.24637e-05 | val_loss: 9.44542e-05 | Time: 2834.34 ms [2021-09-27 14:32:55 main:574] : INFO : Epoch 1967 | loss: 8.891e-05 | val_loss: 8.44441e-05 | Time: 2725.13 ms [2021-09-27 14:32:57 main:574] : INFO : Epoch 1968 | loss: 8.2739e-05 | val_loss: 8.4275e-05 | Time: 2787.1 ms [2021-09-27 14:33:00 main:574] : INFO : Epoch 1969 | loss: 8.20408e-05 | val_loss: 8.26378e-05 | Time: 2805.28 ms [2021-09-27 14:33:03 main:574] : INFO : Epoch 1970 | loss: 7.74108e-05 | val_loss: 7.53791e-05 | Time: 2826.52 ms [2021-09-27 14:33:06 main:574] : INFO : Epoch 1971 | loss: 8.32298e-05 | val_loss: 7.6967e-05 | Time: 2916.84 ms [2021-09-27 14:33:09 main:574] : INFO : Epoch 1972 | loss: 8.06599e-05 | val_loss: 7.74897e-05 | Time: 2684.22 ms [2021-09-27 14:33:12 main:574] : INFO : Epoch 1973 | loss: 8.2415e-05 | val_loss: 8.02946e-05 | Time: 2894.77 ms [2021-09-27 14:33:14 main:574] : INFO : Epoch 1974 | loss: 8.04925e-05 | val_loss: 7.84397e-05 | Time: 2841.67 ms [2021-09-27 14:33:17 main:574] : INFO : Epoch 1975 | loss: 7.90706e-05 | val_loss: 7.64585e-05 | Time: 2832.16 ms [2021-09-27 14:33:20 main:574] : INFO : Epoch 1976 | loss: 7.80394e-05 | val_loss: 7.58621e-05 | Time: 2862.53 ms [2021-09-27 14:33:23 main:574] : INFO : Epoch 1977 | loss: 7.43702e-05 | val_loss: 6.86684e-05 | Time: 2871.43 ms [2021-09-27 14:33:26 main:574] : INFO : Epoch 1978 | loss: 6.47488e-05 | val_loss: 6.48852e-05 | Time: 2917.39 ms [2021-09-27 14:33:29 main:574] : INFO : Epoch 1979 | loss: 6.12027e-05 | val_loss: 5.9951e-05 | Time: 2805.3 ms [2021-09-27 14:33:32 main:574] : INFO : Epoch 1980 | loss: 5.88681e-05 | val_loss: 5.96494e-05 | Time: 2826.32 ms [2021-09-27 14:33:34 main:574] : INFO : Epoch 1981 | loss: 5.76478e-05 | val_loss: 5.61209e-05 | Time: 2844.38 ms [2021-09-27 14:33:37 main:574] : INFO : Epoch 1982 | loss: 5.58427e-05 | val_loss: 5.49002e-05 | Time: 2764.4 ms [2021-09-27 14:33:40 main:574] : INFO : Epoch 1983 | loss: 5.54443e-05 | val_loss: 5.49275e-05 | Time: 2873.31 ms [2021-09-27 14:33:43 main:574] : INFO : Epoch 1984 | loss: 6.88154e-05 | val_loss: 8.88908e-05 | Time: 2842.26 ms [2021-09-27 14:33:46 main:574] : INFO : Epoch 1985 | loss: 0.000116384 | val_loss: 0.000113047 | Time: 2756.39 ms [2021-09-27 14:33:49 main:574] : INFO : Epoch 1986 | loss: 0.00010233 | val_loss: 6.90968e-05 | Time: 2876.37 ms [2021-09-27 14:33:51 main:574] : INFO : Epoch 1987 | loss: 6.24678e-05 | val_loss: 6.01821e-05 | Time: 2817.42 ms [2021-09-27 14:33:54 main:574] : INFO : Epoch 1988 | loss: 5.79858e-05 | val_loss: 5.85098e-05 | Time: 2779.78 ms [2021-09-27 14:33:57 main:574] : INFO : Epoch 1989 | loss: 5.71473e-05 | val_loss: 5.8667e-05 | Time: 2696.83 ms [2021-09-27 14:34:00 main:574] : INFO : Epoch 1990 | loss: 5.5564e-05 | val_loss: 5.84719e-05 | Time: 2822.45 ms [2021-09-27 14:34:03 main:574] : INFO : Epoch 1991 | loss: 5.28441e-05 | val_loss: 5.3913e-05 | Time: 2903.14 ms [2021-09-27 14:34:05 main:574] : INFO : Epoch 1992 | loss: 5.26983e-05 | val_loss: 5.74412e-05 | Time: 2789.43 ms [2021-09-27 14:34:08 main:574] : INFO : Epoch 1993 | loss: 5.46466e-05 | val_loss: 5.70922e-05 | Time: 2782.76 ms [2021-09-27 14:34:11 main:574] : INFO : Epoch 1994 | loss: 5.24281e-05 | val_loss: 5.20269e-05 | Time: 2776.27 ms [2021-09-27 14:34:14 main:574] : INFO : Epoch 1995 | loss: 4.66497e-05 | val_loss: 4.79546e-05 | Time: 2733.79 ms [2021-09-27 14:34:17 main:574] : INFO : Epoch 1996 | loss: 4.45016e-05 | val_loss: 4.90161e-05 | Time: 2787.52 ms [2021-09-27 14:34:19 main:574] : INFO : Epoch 1997 | loss: 4.09605e-05 | val_loss: 4.06996e-05 | Time: 2684.31 ms [2021-09-27 14:34:22 main:574] : INFO : Epoch 1998 | loss: 3.78948e-05 | val_loss: 4.07037e-05 | Time: 2801.35 ms [2021-09-27 14:34:25 main:574] : INFO : Epoch 1999 | loss: 3.73259e-05 | val_loss: 4.01534e-05 | Time: 2835.03 ms [2021-09-27 14:34:28 main:574] : INFO : Epoch 2000 | loss: 3.7312e-05 | val_loss: 3.77039e-05 | Time: 2693.33 ms [2021-09-27 14:34:30 main:574] : INFO : Epoch 2001 | loss: 3.49076e-05 | val_loss: 3.64565e-05 | Time: 2824.11 ms [2021-09-27 14:34:33 main:574] : INFO : Epoch 2002 | loss: 3.44261e-05 | val_loss: 3.94847e-05 | Time: 2828.03 ms [2021-09-27 14:34:36 main:574] : INFO : Epoch 2003 | loss: 3.55961e-05 | val_loss: 4.57641e-05 | Time: 2831.38 ms [2021-09-27 14:34:39 main:574] : INFO : Epoch 2004 | loss: 4.06811e-05 | val_loss: 4.76246e-05 | Time: 2836.81 ms [2021-09-27 14:34:42 main:574] : INFO : Epoch 2005 | loss: 3.91536e-05 | val_loss: 4.66965e-05 | Time: 2728.24 ms [2021-09-27 14:34:45 main:574] : INFO : Epoch 2006 | loss: 3.72977e-05 | val_loss: 4.24916e-05 | Time: 2833.13 ms [2021-09-27 14:34:47 main:574] : INFO : Epoch 2007 | loss: 3.56115e-05 | val_loss: 4.12161e-05 | Time: 2732.79 ms [2021-09-27 14:34:50 main:574] : INFO : Epoch 2008 | loss: 3.45756e-05 | val_loss: 4.15885e-05 | Time: 2836.17 ms [2021-09-27 14:34:53 main:574] : INFO : Epoch 2009 | loss: 3.42283e-05 | val_loss: 3.62973e-05 | Time: 2871.06 ms [2021-09-27 14:34:56 main:574] : INFO : Epoch 2010 | loss: 3.18925e-05 | val_loss: 3.34421e-05 | Time: 2711.29 ms [2021-09-27 14:34:59 main:574] : INFO : Epoch 2011 | loss: 3.15475e-05 | val_loss: 3.34429e-05 | Time: 3009.98 ms [2021-09-27 14:35:02 main:574] : INFO : Epoch 2012 | loss: 3.11209e-05 | val_loss: 3.4292e-05 | Time: 2837.35 ms [2021-09-27 14:35:04 main:574] : INFO : Epoch 2013 | loss: 3.111e-05 | val_loss: 3.23853e-05 | Time: 2694.46 ms [2021-09-27 14:35:07 main:574] : INFO : Epoch 2014 | loss: 2.99595e-05 | val_loss: 3.20121e-05 | Time: 2905.06 ms [2021-09-27 14:35:10 main:574] : INFO : Epoch 2015 | loss: 2.96504e-05 | val_loss: 3.29475e-05 | Time: 2781.04 ms [2021-09-27 14:35:13 main:574] : INFO : Epoch 2016 | loss: 3.03264e-05 | val_loss: 3.19205e-05 | Time: 2850.88 ms [2021-09-27 14:35:16 main:574] : INFO : Epoch 2017 | loss: 2.98802e-05 | val_loss: 3.33176e-05 | Time: 2725.32 ms [2021-09-27 14:35:18 main:574] : INFO : Epoch 2018 | loss: 3.02095e-05 | val_loss: 3.28803e-05 | Time: 2803.85 ms [2021-09-27 14:35:21 main:574] : INFO : Epoch 2019 | loss: 2.96964e-05 | val_loss: 3.22482e-05 | Time: 2802.82 ms [2021-09-27 14:35:24 main:574] : INFO : Epoch 2020 | loss: 2.98463e-05 | val_loss: 3.29731e-05 | Time: 2755.05 ms [2021-09-27 14:35:27 main:574] : INFO : Epoch 2021 | loss: 2.94706e-05 | val_loss: 3.25463e-05 | Time: 2786.65 ms [2021-09-27 14:35:30 main:574] : INFO : Epoch 2022 | loss: 3.51901e-05 | val_loss: 6.67483e-05 | Time: 2823.85 ms [2021-09-27 14:35:32 main:574] : INFO : Epoch 2023 | loss: 4.88781e-05 | val_loss: 4.24146e-05 | Time: 2662.15 ms [2021-09-27 14:35:35 main:574] : INFO : Epoch 2024 | loss: 3.63393e-05 | val_loss: 4.07369e-05 | Time: 2784.49 ms [2021-09-27 14:35:38 main:574] : INFO : Epoch 2025 | loss: 3.51471e-05 | val_loss: 3.63737e-05 | Time: 2827.83 ms [2021-09-27 14:35:41 main:574] : INFO : Epoch 2026 | loss: 3.26259e-05 | val_loss: 3.28761e-05 | Time: 2723.57 ms [2021-09-27 14:35:43 main:574] : INFO : Epoch 2027 | loss: 3.20016e-05 | val_loss: 3.13209e-05 | Time: 2778.93 ms [2021-09-27 14:35:46 main:574] : INFO : Epoch 2028 | loss: 3.15739e-05 | val_loss: 3.10632e-05 | Time: 2735.84 ms [2021-09-27 14:35:49 main:574] : INFO : Epoch 2029 | loss: 3.08249e-05 | val_loss: 3.07135e-05 | Time: 2730.08 ms [2021-09-27 14:35:52 main:574] : INFO : Epoch 2030 | loss: 3.11663e-05 | val_loss: 3.46201e-05 | Time: 2726.22 ms [2021-09-27 14:35:54 main:574] : INFO : Epoch 2031 | loss: 3.31688e-05 | val_loss: 3.49853e-05 | Time: 2778.27 ms [2021-09-27 14:35:57 main:574] : INFO : Epoch 2032 | loss: 3.19214e-05 | val_loss: 3.19231e-05 | Time: 2886.69 ms [2021-09-27 14:36:00 main:574] : INFO : Epoch 2033 | loss: 3.06301e-05 | val_loss: 3.03988e-05 | Time: 2788.1 ms [2021-09-27 14:36:03 main:574] : INFO : Epoch 2034 | loss: 3.07406e-05 | val_loss: 3.02203e-05 | Time: 2780.67 ms [2021-09-27 14:36:06 main:574] : INFO : Epoch 2035 | loss: 3.01729e-05 | val_loss: 2.98099e-05 | Time: 2943.15 ms [2021-09-27 14:36:09 main:574] : INFO : Epoch 2036 | loss: 3.00032e-05 | val_loss: 3.02193e-05 | Time: 2741.81 ms [2021-09-27 14:36:12 main:574] : INFO : Epoch 2037 | loss: 2.98884e-05 | val_loss: 3.19099e-05 | Time: 2930.48 ms [2021-09-27 14:36:14 main:574] : INFO : Epoch 2038 | loss: 3.05025e-05 | val_loss: 3.29551e-05 | Time: 2727.5 ms [2021-09-27 14:36:17 main:574] : INFO : Epoch 2039 | loss: 2.97493e-05 | val_loss: 3.23583e-05 | Time: 2770.14 ms [2021-09-27 14:36:20 main:574] : INFO : Epoch 2040 | loss: 2.98534e-05 | val_loss: 3.19922e-05 | Time: 2839.04 ms [2021-09-27 14:36:23 main:574] : INFO : Epoch 2041 | loss: 3.07109e-05 | val_loss: 3.23719e-05 | Time: 2704.28 ms [2021-09-27 14:36:25 main:574] : INFO : Epoch 2042 | loss: 2.95457e-05 | val_loss: 3.20061e-05 | Time: 2776.66 ms [2021-09-27 14:36:28 main:574] : INFO : Epoch 2043 | loss: 2.95451e-05 | val_loss: 3.188e-05 | Time: 2770.98 ms [2021-09-27 14:36:31 main:574] : INFO : Epoch 2044 | loss: 2.89096e-05 | val_loss: 3.09976e-05 | Time: 2721.8 ms [2021-09-27 14:36:34 main:574] : INFO : Epoch 2045 | loss: 2.92727e-05 | val_loss: 3.34971e-05 | Time: 2865.41 ms [2021-09-27 14:36:37 main:574] : INFO : Epoch 2046 | loss: 3.02795e-05 | val_loss: 3.27516e-05 | Time: 2849 ms [2021-09-27 14:36:39 main:574] : INFO : Epoch 2047 | loss: 2.8801e-05 | val_loss: 3.10111e-05 | Time: 2816.56 ms [2021-09-27 14:36:42 main:574] : INFO : Epoch 2048 | loss: 2.85687e-05 | val_loss: 3.20389e-05 | Time: 2778.64 ms [2021-09-27 14:36:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.20389e-05 [2021-09-27 14:36:42 main:603] : INFO : Saving end state to config to file [2021-09-27 14:36:42 main:608] : INFO : Success, exiting.. 14:36:42 (15048): 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)