Task 11604019
| Name | ParityModified-1639966226-32604-2-0_3 |
| Workunit | 8266993 |
| Created | 16 Feb 2022, 11:29:41 UTC |
| Sent | 16 Feb 2022, 13:01:10 UTC |
| Report deadline | 24 Feb 2022, 13:01:10 UTC |
| Received | 16 Feb 2022, 15:35:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 32 min 24 sec |
| CPU time | 1 hours 28 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0.000712997 | Time: 2625.86 ms [2022-02-16 15:13:11 main:574] : INFO : Epoch 1558 | loss: 0.000750127 | val_loss: 0.000715904 | Time: 2613.33 ms [2022-02-16 15:13:14 main:574] : INFO : Epoch 1559 | loss: 0.000749118 | val_loss: 0.00071448 | Time: 2638.66 ms [2022-02-16 15:13:16 main:574] : INFO : Epoch 1560 | loss: 0.000747783 | val_loss: 0.000714002 | Time: 2622.46 ms [2022-02-16 15:13:19 main:574] : INFO : Epoch 1561 | loss: 0.000747204 | val_loss: 0.000711086 | Time: 2648.6 ms [2022-02-16 15:13:22 main:574] : INFO : Epoch 1562 | loss: 0.000744769 | val_loss: 0.000710069 | Time: 2650.92 ms [2022-02-16 15:13:24 main:574] : INFO : Epoch 1563 | loss: 0.00074381 | val_loss: 0.000709964 | Time: 2674.86 ms [2022-02-16 15:13:27 main:574] : INFO : Epoch 1564 | loss: 0.00074167 | val_loss: 0.000706628 | Time: 2647.13 ms [2022-02-16 15:13:30 main:574] : INFO : Epoch 1565 | loss: 0.000739705 | val_loss: 0.000703337 | Time: 2671.73 ms [2022-02-16 15:13:32 main:574] : INFO : Epoch 1566 | loss: 0.000734684 | val_loss: 0.000695215 | Time: 2635.24 ms [2022-02-16 15:13:35 main:574] : INFO : Epoch 1567 | loss: 0.000703772 | val_loss: 0.000568681 | Time: 2680.94 ms [2022-02-16 15:13:38 main:574] : INFO : Epoch 1568 | loss: 0.000278885 | val_loss: 9.30985e-05 | Time: 2659.64 ms [2022-02-16 15:13:40 main:574] : INFO : Epoch 1569 | loss: 8.31812e-05 | val_loss: 7.23816e-05 | Time: 2617.54 ms [2022-02-16 15:13:43 main:574] : INFO : Epoch 1570 | loss: 6.78584e-05 | val_loss: 6.12773e-05 | Time: 2673.58 ms [2022-02-16 15:13:46 main:574] : INFO : Epoch 1571 | loss: 6.08481e-05 | val_loss: 5.75862e-05 | Time: 2602.58 ms [2022-02-16 15:13:48 main:574] : INFO : Epoch 1572 | loss: 6.13107e-05 | val_loss: 6.98426e-05 | Time: 2587.67 ms [2022-02-16 15:13:51 main:574] : INFO : Epoch 1573 | loss: 6.15861e-05 | val_loss: 6.03195e-05 | Time: 2611.87 ms [2022-02-16 15:13:53 main:574] : INFO : Epoch 1574 | loss: 5.56719e-05 | val_loss: 5.28283e-05 | Time: 2628.17 ms [2022-02-16 15:13:56 main:574] : INFO : Epoch 1575 | loss: 7.03182e-05 | val_loss: 8.37106e-05 | Time: 2664.49 ms [2022-02-16 15:13:59 main:574] : INFO : Epoch 1576 | loss: 6.19513e-05 | val_loss: 5.17235e-05 | Time: 2642.13 ms [2022-02-16 15:14:02 main:574] : INFO : Epoch 1577 | loss: 5.08216e-05 | val_loss: 4.75433e-05 | Time: 2851.86 ms [2022-02-16 15:14:04 main:574] : INFO : Epoch 1578 | loss: 4.6561e-05 | val_loss: 4.42737e-05 | Time: 2627.11 ms [2022-02-16 15:14:07 main:574] : INFO : Epoch 1579 | loss: 4.44876e-05 | val_loss: 6.65416e-05 | Time: 2628.68 ms [2022-02-16 15:14:10 main:574] : INFO : Epoch 1580 | loss: 0.000161587 | val_loss: 7.12205e-05 | Time: 2612.8 ms [2022-02-16 15:14:12 main:574] : INFO : Epoch 1581 | loss: 6.51924e-05 | val_loss: 4.98637e-05 | Time: 2600.59 ms [2022-02-16 15:14:15 main:574] : INFO : Epoch 1582 | loss: 4.95802e-05 | val_loss: 4.59303e-05 | Time: 2647.9 ms [2022-02-16 15:14:17 main:574] : INFO : Epoch 1583 | loss: 4.54505e-05 | val_loss: 4.39693e-05 | Time: 2625.08 ms [2022-02-16 15:14:20 main:574] : INFO : Epoch 1584 | loss: 4.53345e-05 | val_loss: 4.44488e-05 | Time: 2655.63 ms [2022-02-16 15:14:23 main:574] : INFO : Epoch 1585 | loss: 5.62882e-05 | val_loss: 5.07554e-05 | Time: 2621.58 ms [2022-02-16 15:14:25 main:574] : INFO : Epoch 1586 | loss: 4.59235e-05 | val_loss: 4.3582e-05 | Time: 2611.76 ms [2022-02-16 15:14:28 main:574] : INFO : Epoch 1587 | loss: 4.25981e-05 | val_loss: 4.03116e-05 | Time: 2626.79 ms [2022-02-16 15:14:31 main:574] : INFO : Epoch 1588 | loss: 4.00635e-05 | val_loss: 3.89187e-05 | Time: 2646.65 ms [2022-02-16 15:14:33 main:574] : INFO : Epoch 1589 | loss: 7.60405e-05 | val_loss: 0.000101602 | Time: 2600.01 ms [2022-02-16 15:14:36 main:574] : INFO : Epoch 1590 | loss: 6.82677e-05 | val_loss: 4.13734e-05 | Time: 2639.97 ms [2022-02-16 15:14:38 main:574] : INFO : Epoch 1591 | loss: 4.3893e-05 | val_loss: 3.97446e-05 | Time: 2569.24 ms [2022-02-16 15:14:41 main:574] : INFO : Epoch 1592 | loss: 3.92636e-05 | val_loss: 3.8358e-05 | Time: 2612.43 ms [2022-02-16 15:14:44 main:574] : INFO : Epoch 1593 | loss: 3.75145e-05 | val_loss: 3.67374e-05 | Time: 2645.4 ms [2022-02-16 15:14:46 main:574] : INFO : Epoch 1594 | loss: 3.72434e-05 | val_loss: 3.58166e-05 | Time: 2632.16 ms [2022-02-16 15:14:49 main:574] : INFO : Epoch 1595 | loss: 3.63453e-05 | val_loss: 3.49855e-05 | Time: 2614.93 ms [2022-02-16 15:14:52 main:574] : INFO : Epoch 1596 | loss: 3.54797e-05 | val_loss: 3.40475e-05 | Time: 2634.09 ms [2022-02-16 15:14:54 main:574] : INFO : Epoch 1597 | loss: 3.46547e-05 | val_loss: 3.35571e-05 | Time: 2642.81 ms [2022-02-16 15:14:57 main:574] : INFO : Epoch 1598 | loss: 3.41027e-05 | val_loss: 3.28235e-05 | Time: 2600.63 ms [2022-02-16 15:14:59 main:574] : INFO : Epoch 1599 | loss: 3.36406e-05 | val_loss: 3.24854e-05 | Time: 2640.57 ms [2022-02-16 15:15:02 main:574] : INFO : Epoch 1600 | loss: 3.33129e-05 | val_loss: 3.29504e-05 | Time: 2684.69 ms [2022-02-16 15:15:05 main:574] : INFO : Epoch 1601 | loss: 3.35752e-05 | val_loss: 4.15657e-05 | Time: 2639.56 ms [2022-02-16 15:15:08 main:574] : INFO : Epoch 1602 | loss: 5.16354e-05 | val_loss: 3.95076e-05 | Time: 2689.92 ms [2022-02-16 15:15:10 main:574] : INFO : Epoch 1603 | loss: 3.63177e-05 | val_loss: 3.50091e-05 | Time: 2692.67 ms [2022-02-16 15:15:13 main:574] : INFO : Epoch 1604 | loss: 3.55131e-05 | val_loss: 3.49616e-05 | Time: 2639.61 ms [2022-02-16 15:15:16 main:574] : INFO : Epoch 1605 | loss: 3.44268e-05 | val_loss: 3.31004e-05 | Time: 2634.75 ms [2022-02-16 15:15:18 main:574] : INFO : Epoch 1606 | loss: 3.44453e-05 | val_loss: 3.38657e-05 | Time: 2623.61 ms [2022-02-16 15:15:21 main:574] : INFO : Epoch 1607 | loss: 3.37219e-05 | val_loss: 3.145e-05 | Time: 2617.74 ms [2022-02-16 15:15:23 main:574] : INFO : Epoch 1608 | loss: 3.27107e-05 | val_loss: 3.05132e-05 | Time: 2631.02 ms [2022-02-16 15:15:26 main:574] : INFO : Epoch 1609 | loss: 3.21908e-05 | val_loss: 3.11827e-05 | Time: 2625.68 ms [2022-02-16 15:15:29 main:574] : INFO : Epoch 1610 | loss: 3.22907e-05 | val_loss: 3.07991e-05 | Time: 2619.63 ms [2022-02-16 15:15:31 main:574] : INFO : Epoch 1611 | loss: 3.26318e-05 | val_loss: 4.07105e-05 | Time: 2628.78 ms [2022-02-16 15:15:34 main:574] : INFO : Epoch 1612 | loss: 4.30968e-05 | val_loss: 3.27421e-05 | Time: 2620.22 ms [2022-02-16 15:15:37 main:574] : INFO : Epoch 1613 | loss: 3.28342e-05 | val_loss: 3.00696e-05 | Time: 2652.31 ms [2022-02-16 15:15:39 main:574] : INFO : Epoch 1614 | loss: 3.20539e-05 | val_loss: 2.99273e-05 | Time: 2620.74 ms [2022-02-16 15:15:42 main:574] : INFO : Epoch 1615 | loss: 3.17133e-05 | val_loss: 3.18029e-05 | Time: 2606.13 ms [2022-02-16 15:15:44 main:574] : INFO : Epoch 1616 | loss: 3.29439e-05 | val_loss: 3.20871e-05 | Time: 2609.93 ms [2022-02-16 15:15:47 main:574] : INFO : Epoch 1617 | loss: 4.43965e-05 | val_loss: 5.55002e-05 | Time: 2604.31 ms [2022-02-16 15:15:50 main:574] : INFO : Epoch 1618 | loss: 8.52368e-05 | val_loss: 0.000121935 | Time: 2632.56 ms [2022-02-16 15:15:52 main:574] : INFO : Epoch 1619 | loss: 0.00010088 | val_loss: 6.16268e-05 | Time: 2630.72 ms [2022-02-16 15:15:55 main:574] : INFO : Epoch 1620 | loss: 0.000101086 | val_loss: 7.51562e-05 | Time: 2617.94 ms [2022-02-16 15:15:58 main:574] : INFO : Epoch 1621 | loss: 6.97558e-05 | val_loss: 6.05153e-05 | Time: 2617.79 ms [2022-02-16 15:16:00 main:574] : INFO : Epoch 1622 | loss: 5.36096e-05 | val_loss: 7.08126e-05 | Time: 2722 ms [2022-02-16 15:16:03 main:574] : INFO : Epoch 1623 | loss: 4.95976e-05 | val_loss: 3.90884e-05 | Time: 2630.03 ms [2022-02-16 15:16:06 main:574] : INFO : Epoch 1624 | loss: 3.81716e-05 | val_loss: 5.03878e-05 | Time: 2613.67 ms [2022-02-16 15:16:08 main:574] : INFO : Epoch 1625 | loss: 3.61359e-05 | val_loss: 3.39826e-05 | Time: 2633.42 ms [2022-02-16 15:16:11 main:574] : INFO : Epoch 1626 | loss: 3.3139e-05 | val_loss: 3.29335e-05 | Time: 2614.58 ms [2022-02-16 15:16:13 main:574] : INFO : Epoch 1627 | loss: 4.80202e-05 | val_loss: 3.94934e-05 | Time: 2630.25 ms [2022-02-16 15:16:16 main:574] : INFO : Epoch 1628 | loss: 3.23966e-05 | val_loss: 3.21912e-05 | Time: 2613.67 ms [2022-02-16 15:16:19 main:574] : INFO : Epoch 1629 | loss: 3.09237e-05 | val_loss: 3.12324e-05 | Time: 2666.1 ms [2022-02-16 15:16:21 main:574] : INFO : Epoch 1630 | loss: 2.99035e-05 | val_loss: 2.9696e-05 | Time: 2589.59 ms [2022-02-16 15:16:24 main:574] : INFO : Epoch 1631 | loss: 2.9446e-05 | val_loss: 2.69177e-05 | Time: 2607.79 ms [2022-02-16 15:16:27 main:574] : INFO : Epoch 1632 | loss: 2.69618e-05 | val_loss: 2.66132e-05 | Time: 2609.09 ms [2022-02-16 15:16:29 main:574] : INFO : Epoch 1633 | loss: 2.91044e-05 | val_loss: 2.95746e-05 | Time: 2573.69 ms [2022-02-16 15:16:32 main:574] : INFO : Epoch 1634 | loss: 2.85183e-05 | val_loss: 2.58269e-05 | Time: 2623.24 ms [2022-02-16 15:16:34 main:574] : INFO : Epoch 1635 | loss: 2.65963e-05 | val_loss: 2.53082e-05 | Time: 2592.67 ms [2022-02-16 15:16:37 main:574] : INFO : Epoch 1636 | loss: 2.62586e-05 | val_loss: 2.65522e-05 | Time: 2613.15 ms [2022-02-16 15:16:40 main:574] : INFO : Epoch 1637 | loss: 2.63604e-05 | val_loss: 2.67323e-05 | Time: 2646.77 ms [2022-02-16 15:16:42 main:574] : INFO : Epoch 1638 | loss: 3.93196e-05 | val_loss: 5.00167e-05 | Time: 2660.47 ms [2022-02-16 15:16:45 main:574] : INFO : Epoch 1639 | loss: 3.50874e-05 | val_loss: 3.14551e-05 | Time: 2608.54 ms [2022-02-16 15:16:48 main:574] : INFO : Epoch 1640 | loss: 3.04862e-05 | val_loss: 3.87559e-05 | Time: 2639.33 ms [2022-02-16 15:16:50 main:574] : INFO : Epoch 1641 | loss: 3.37083e-05 | val_loss: 2.98884e-05 | Time: 2621.89 ms [2022-02-16 15:16:53 main:574] : INFO : Epoch 1642 | loss: 3.24902e-05 | val_loss: 3.41896e-05 | Time: 2637.05 ms [2022-02-16 15:16:55 main:574] : INFO : Epoch 1643 | loss: 4.46524e-05 | val_loss: 3.29314e-05 | Time: 2631.27 ms [2022-02-16 15:16:58 main:574] : INFO : Epoch 1644 | loss: 3.85548e-05 | val_loss: 3.04566e-05 | Time: 2605.53 ms [2022-02-16 15:17:01 main:574] : INFO : Epoch 1645 | loss: 3.00452e-05 | val_loss: 2.56874e-05 | Time: 2651.87 ms [2022-02-16 15:17:03 main:574] : INFO : Epoch 1646 | loss: 2.58508e-05 | val_loss: 2.54065e-05 | Time: 2566.15 ms [2022-02-16 15:17:06 main:574] : INFO : Epoch 1647 | loss: 2.70173e-05 | val_loss: 2.71521e-05 | Time: 2576.92 ms [2022-02-16 15:17:08 main:574] : INFO : Epoch 1648 | loss: 2.53365e-05 | val_loss: 2.32814e-05 | Time: 2632.86 ms [2022-02-16 15:17:11 main:574] : INFO : Epoch 1649 | loss: 2.42041e-05 | val_loss: 2.33618e-05 | Time: 2613.68 ms [2022-02-16 15:17:14 main:574] : INFO : Epoch 1650 | loss: 2.74498e-05 | val_loss: 2.96069e-05 | Time: 2634.04 ms [2022-02-16 15:17:16 main:574] : INFO : Epoch 1651 | loss: 2.70098e-05 | val_loss: 2.42595e-05 | Time: 2606.42 ms [2022-02-16 15:17:19 main:574] : INFO : Epoch 1652 | loss: 2.48748e-05 | val_loss: 2.33916e-05 | Time: 2668.35 ms [2022-02-16 15:17:22 main:574] : INFO : Epoch 1653 | loss: 2.42369e-05 | val_loss: 2.27079e-05 | Time: 2658.51 ms [2022-02-16 15:17:24 main:574] : INFO : Epoch 1654 | loss: 2.4679e-05 | val_loss: 3.07378e-05 | Time: 2638.73 ms [2022-02-16 15:17:27 main:574] : INFO : Epoch 1655 | loss: 3.02574e-05 | val_loss: 2.35825e-05 | Time: 2619 ms [2022-02-16 15:17:30 main:574] : INFO : Epoch 1656 | loss: 2.43982e-05 | val_loss: 2.24926e-05 | Time: 2658.28 ms [2022-02-16 15:17:32 main:574] : INFO : Epoch 1657 | loss: 2.34356e-05 | val_loss: 2.23311e-05 | Time: 2637.05 ms [2022-02-16 15:17:35 main:574] : INFO : Epoch 1658 | loss: 2.32545e-05 | val_loss: 2.20783e-05 | Time: 2630.72 ms [2022-02-16 15:17:38 main:574] : INFO : Epoch 1659 | loss: 2.33374e-05 | val_loss: 2.19439e-05 | Time: 2660.56 ms [2022-02-16 15:17:40 main:574] : INFO : Epoch 1660 | loss: 2.3143e-05 | val_loss: 2.19585e-05 | Time: 2668.05 ms [2022-02-16 15:17:43 main:574] : INFO : Epoch 1661 | loss: 2.3044e-05 | val_loss: 2.15287e-05 | Time: 2626.89 ms [2022-02-16 15:17:45 main:574] : INFO : Epoch 1662 | loss: 2.50592e-05 | val_loss: 3.50121e-05 | Time: 2620.73 ms [2022-02-16 15:17:48 main:574] : INFO : Epoch 1663 | loss: 2.80367e-05 | val_loss: 2.24184e-05 | Time: 2636.55 ms [2022-02-16 15:17:51 main:574] : INFO : Epoch 1664 | loss: 2.33781e-05 | val_loss: 2.16577e-05 | Time: 2624.14 ms [2022-02-16 15:17:53 main:574] : INFO : Epoch 1665 | loss: 2.27193e-05 | val_loss: 2.15974e-05 | Time: 2626.85 ms [2022-02-16 15:17:56 main:574] : INFO : Epoch 1666 | loss: 2.27015e-05 | val_loss: 2.14932e-05 | Time: 2620.51 ms [2022-02-16 15:17:59 main:574] : INFO : Epoch 1667 | loss: 2.27135e-05 | val_loss: 2.10459e-05 | Time: 2660.97 ms [2022-02-16 15:18:01 main:574] : INFO : Epoch 1668 | loss: 2.24661e-05 | val_loss: 2.10669e-05 | Time: 2598.17 ms [2022-02-16 15:18:04 main:574] : INFO : Epoch 1669 | loss: 2.23365e-05 | val_loss: 2.11236e-05 | Time: 2649.19 ms [2022-02-16 15:18:07 main:574] : INFO : Epoch 1670 | loss: 2.30172e-05 | val_loss: 2.43312e-05 | Time: 2650.36 ms [2022-02-16 15:18:09 main:574] : INFO : Epoch 1671 | loss: 2.49251e-05 | val_loss: 2.12658e-05 | Time: 2622.42 ms [2022-02-16 15:18:12 main:574] : INFO : Epoch 1672 | loss: 2.23359e-05 | val_loss: 2.10704e-05 | Time: 2612.14 ms [2022-02-16 15:18:14 main:574] : INFO : Epoch 1673 | loss: 2.21245e-05 | val_loss: 2.12318e-05 | Time: 2602.25 ms [2022-02-16 15:18:17 main:574] : INFO : Epoch 1674 | loss: 2.1819e-05 | val_loss: 2.09609e-05 | Time: 2569.27 ms [2022-02-16 15:18:20 main:574] : INFO : Epoch 1675 | loss: 2.43346e-05 | val_loss: 2.65284e-05 | Time: 2581.21 ms [2022-02-16 15:18:22 main:574] : INFO : Epoch 1676 | loss: 2.58435e-05 | val_loss: 2.19564e-05 | Time: 2611.55 ms [2022-02-16 15:18:25 main:574] : INFO : Epoch 1677 | loss: 2.35029e-05 | val_loss: 2.39619e-05 | Time: 2647.37 ms [2022-02-16 15:18:28 main:574] : INFO : Epoch 1678 | loss: 2.42618e-05 | val_loss: 2.22525e-05 | Time: 2894.29 ms [2022-02-16 15:18:30 main:574] : INFO : Epoch 1679 | loss: 2.31341e-05 | val_loss: 2.16689e-05 | Time: 2655.34 ms [2022-02-16 15:18:33 main:574] : INFO : Epoch 1680 | loss: 2.30914e-05 | val_loss: 2.21453e-05 | Time: 2678.14 ms [2022-02-16 15:18:36 main:574] : INFO : Epoch 1681 | loss: 2.39782e-05 | val_loss: 2.31327e-05 | Time: 2636 ms [2022-02-16 15:18:38 main:574] : INFO : Epoch 1682 | loss: 2.29159e-05 | val_loss: 2.11897e-05 | Time: 2632.45 ms [2022-02-16 15:18:41 main:574] : INFO : Epoch 1683 | loss: 2.26879e-05 | val_loss: 2.09811e-05 | Time: 2631.1 ms [2022-02-16 15:18:44 main:574] : INFO : Epoch 1684 | loss: 2.20577e-05 | val_loss: 2.06065e-05 | Time: 2614.38 ms [2022-02-16 15:18:46 main:574] : INFO : Epoch 1685 | loss: 2.61381e-05 | val_loss: 2.36907e-05 | Time: 2630.78 ms [2022-02-16 15:18:49 main:574] : INFO : Epoch 1686 | loss: 2.35343e-05 | val_loss: 2.12723e-05 | Time: 2620.6 ms [2022-02-16 15:18:52 main:574] : INFO : Epoch 1687 | loss: 2.17739e-05 | val_loss: 2.05715e-05 | Time: 2618.22 ms [2022-02-16 15:18:54 main:574] : INFO : Epoch 1688 | loss: 2.13731e-05 | val_loss: 2.00759e-05 | Time: 2603.93 ms [2022-02-16 15:18:57 main:574] : INFO : Epoch 1689 | loss: 2.13048e-05 | val_loss: 2.0059e-05 | Time: 2584.11 ms [2022-02-16 15:18:59 main:574] : INFO : Epoch 1690 | loss: 2.12885e-05 | val_loss: 2.05356e-05 | Time: 2601 ms [2022-02-16 15:19:02 main:574] : INFO : Epoch 1691 | loss: 2.71605e-05 | val_loss: 2.11267e-05 | Time: 2643.41 ms [2022-02-16 15:19:05 main:574] : INFO : Epoch 1692 | loss: 2.26939e-05 | val_loss: 2.21399e-05 | Time: 2623.04 ms [2022-02-16 15:19:07 main:574] : INFO : Epoch 1693 | loss: 2.13817e-05 | val_loss: 2.05461e-05 | Time: 2595.25 ms [2022-02-16 15:19:10 main:574] : INFO : Epoch 1694 | loss: 2.07772e-05 | val_loss: 2.00419e-05 | Time: 2834.4 ms [2022-02-16 15:19:13 main:574] : INFO : Epoch 1695 | loss: 2.12292e-05 | val_loss: 2.05981e-05 | Time: 2655.39 ms [2022-02-16 15:19:15 main:574] : INFO : Epoch 1696 | loss: 2.17875e-05 | val_loss: 2.0617e-05 | Time: 2623.37 ms [2022-02-16 15:19:18 main:574] : INFO : Epoch 1697 | loss: 2.11574e-05 | val_loss: 2.06674e-05 | Time: 2615.46 ms [2022-02-16 15:19:21 main:574] : INFO : Epoch 1698 | loss: 2.62302e-05 | val_loss: 2.25595e-05 | Time: 2625.26 ms [2022-02-16 15:19:23 main:574] : INFO : Epoch 1699 | loss: 2.325e-05 | val_loss: 2.13976e-05 | Time: 2593.81 ms [2022-02-16 15:19:26 main:574] : INFO : Epoch 1700 | loss: 2.14711e-05 | val_loss: 2.01103e-05 | Time: 2628.57 ms [2022-02-16 15:19:28 main:574] : INFO : Epoch 1701 | loss: 2.07924e-05 | val_loss: 1.9475e-05 | Time: 2611.58 ms [2022-02-16 15:19:31 main:574] : INFO : Epoch 1702 | loss: 2.07233e-05 | val_loss: 1.94282e-05 | Time: 2624.84 ms [2022-02-16 15:19:34 main:574] : INFO : Epoch 1703 | loss: 2.06008e-05 | val_loss: 1.97249e-05 | Time: 2639.53 ms [2022-02-16 15:19:36 main:574] : INFO : Epoch 1704 | loss: 2.08427e-05 | val_loss: 1.95155e-05 | Time: 2586.78 ms [2022-02-16 15:19:39 main:574] : INFO : Epoch 1705 | loss: 2.55156e-05 | val_loss: 2.21589e-05 | Time: 2635.26 ms [2022-02-16 15:19:42 main:574] : INFO : Epoch 1706 | loss: 2.23094e-05 | val_loss: 1.93533e-05 | Time: 2629.64 ms [2022-02-16 15:19:44 main:574] : INFO : Epoch 1707 | loss: 2.08273e-05 | val_loss: 1.9823e-05 | Time: 2666.12 ms [2022-02-16 15:19:47 main:574] : INFO : Epoch 1708 | loss: 2.09137e-05 | val_loss: 2.0466e-05 | Time: 2604.88 ms [2022-02-16 15:19:49 main:574] : INFO : Epoch 1709 | loss: 2.08868e-05 | val_loss: 1.96434e-05 | Time: 2593.86 ms [2022-02-16 15:19:52 main:574] : INFO : Epoch 1710 | loss: 2.33311e-05 | val_loss: 2.00313e-05 | Time: 2605.8 ms [2022-02-16 15:19:55 main:574] : INFO : Epoch 1711 | loss: 2.2347e-05 | val_loss: 2.13747e-05 | Time: 2595.88 ms [2022-02-16 15:19:57 main:574] : INFO : Epoch 1712 | loss: 2.15558e-05 | val_loss: 2.01478e-05 | Time: 2642.81 ms [2022-02-16 15:20:00 main:574] : INFO : Epoch 1713 | loss: 2.11915e-05 | val_loss: 2.02336e-05 | Time: 2634.37 ms [2022-02-16 15:20:03 main:574] : INFO : Epoch 1714 | loss: 2.20237e-05 | val_loss: 2.19292e-05 | Time: 2658.45 ms [2022-02-16 15:20:05 main:574] : INFO : Epoch 1715 | loss: 2.53133e-05 | val_loss: 2.1948e-05 | Time: 2624.15 ms [2022-02-16 15:20:08 main:574] : INFO : Epoch 1716 | loss: 2.16616e-05 | val_loss: 2.08331e-05 | Time: 2630.16 ms [2022-02-16 15:20:11 main:574] : INFO : Epoch 1717 | loss: 2.29618e-05 | val_loss: 2.41413e-05 | Time: 2719.6 ms [2022-02-16 15:20:13 main:574] : INFO : Epoch 1718 | loss: 2.26758e-05 | val_loss: 2.07169e-05 | Time: 2567.05 ms [2022-02-16 15:20:16 main:574] : INFO : Epoch 1719 | loss: 2.25123e-05 | val_loss: 2.08528e-05 | Time: 2624.53 ms [2022-02-16 15:20:18 main:574] : INFO : Epoch 1720 | loss: 2.105e-05 | val_loss: 1.95127e-05 | Time: 2613.58 ms [2022-02-16 15:20:21 main:574] : INFO : Epoch 1721 | loss: 2.54616e-05 | val_loss: 1.90258e-05 | Time: 2628.11 ms [2022-02-16 15:20:24 main:574] : INFO : Epoch 1722 | loss: 2.17222e-05 | val_loss: 2.02728e-05 | Time: 2630.64 ms [2022-02-16 15:20:26 main:574] : INFO : Epoch 1723 | loss: 2.05118e-05 | val_loss: 1.968e-05 | Time: 2620.25 ms [2022-02-16 15:20:29 main:574] : INFO : Epoch 1724 | loss: 2.00497e-05 | val_loss: 1.9233e-05 | Time: 2639.56 ms [2022-02-16 15:20:32 main:574] : INFO : Epoch 1725 | loss: 1.9727e-05 | val_loss: 1.87234e-05 | Time: 2604.14 ms [2022-02-16 15:20:34 main:574] : INFO : Epoch 1726 | loss: 2.02001e-05 | val_loss: 1.92464e-05 | Time: 2620.24 ms [2022-02-16 15:20:37 main:574] : INFO : Epoch 1727 | loss: 2.01473e-05 | val_loss: 1.84818e-05 | Time: 2613.19 ms [2022-02-16 15:20:39 main:574] : INFO : Epoch 1728 | loss: 1.96068e-05 | val_loss: 1.84345e-05 | Time: 2646.83 ms [2022-02-16 15:20:42 main:574] : INFO : Epoch 1729 | loss: 1.96046e-05 | val_loss: 2.07625e-05 | Time: 2628.63 ms [2022-02-16 15:20:45 main:574] : INFO : Epoch 1730 | loss: 2.33258e-05 | val_loss: 1.96515e-05 | Time: 2645.86 ms [2022-02-16 15:20:47 main:574] : INFO : Epoch 1731 | loss: 1.99196e-05 | val_loss: 1.91193e-05 | Time: 2634.27 ms [2022-02-16 15:20:50 main:574] : INFO : Epoch 1732 | loss: 1.94541e-05 | val_loss: 1.82899e-05 | Time: 2588.21 ms [2022-02-16 15:20:53 main:574] : INFO : Epoch 1733 | loss: 1.9544e-05 | val_loss: 1.81439e-05 | Time: 2608.27 ms [2022-02-16 15:20:55 main:574] : INFO : Epoch 1734 | loss: 1.99991e-05 | val_loss: 1.831e-05 | Time: 2689.05 ms [2022-02-16 15:20:58 main:574] : INFO : Epoch 1735 | loss: 1.91511e-05 | val_loss: 1.84401e-05 | Time: 2703.39 ms [2022-02-16 15:21:01 main:574] : INFO : Epoch 1736 | loss: 2.01648e-05 | val_loss: 2.00571e-05 | Time: 2692.7 ms [2022-02-16 15:21:03 main:574] : INFO : Epoch 1737 | loss: 2.07303e-05 | val_loss: 1.84568e-05 | Time: 2639.4 ms [2022-02-16 15:21:06 main:574] : INFO : Epoch 1738 | loss: 1.92738e-05 | val_loss: 1.88183e-05 | Time: 2636.04 ms [2022-02-16 15:21:09 main:574] : INFO : Epoch 1739 | loss: 1.9831e-05 | val_loss: 1.83123e-05 | Time: 2618.2 ms [2022-02-16 15:21:11 main:574] : INFO : Epoch 1740 | loss: 1.9961e-05 | val_loss: 1.95431e-05 | Time: 2604.49 ms [2022-02-16 15:21:14 main:574] : INFO : Epoch 1741 | loss: 2.14303e-05 | val_loss: 2.14132e-05 | Time: 2601.51 ms [2022-02-16 15:21:16 main:574] : INFO : Epoch 1742 | loss: 2.3244e-05 | val_loss: 1.92947e-05 | Time: 2575.32 ms [2022-02-16 15:21:19 main:574] : INFO : Epoch 1743 | loss: 2.14384e-05 | val_loss: 1.8581e-05 | Time: 2633.4 ms [2022-02-16 15:21:22 main:574] : INFO : Epoch 1744 | loss: 2.58748e-05 | val_loss: 2.31006e-05 | Time: 2660.45 ms [2022-02-16 15:21:24 main:574] : INFO : Epoch 1745 | loss: 7.66953e-05 | val_loss: 8.00503e-05 | Time: 2617.18 ms [2022-02-16 15:21:27 main:574] : INFO : Epoch 1746 | loss: 4.16486e-05 | val_loss: 2.79693e-05 | Time: 2604.32 ms [2022-02-16 15:21:30 main:574] : INFO : Epoch 1747 | loss: 5.14901e-05 | val_loss: 3.99067e-05 | Time: 2640.35 ms [2022-02-16 15:21:32 main:574] : INFO : Epoch 1748 | loss: 4.11811e-05 | val_loss: 4.05668e-05 | Time: 2605.38 ms [2022-02-16 15:21:35 main:574] : INFO : Epoch 1749 | loss: 3.15479e-05 | val_loss: 8.93028e-05 | Time: 2640.36 ms [2022-02-16 15:21:37 main:574] : INFO : Epoch 1750 | loss: 0.017038 | val_loss: 0.0433914 | Time: 2620.29 ms [2022-02-16 15:21:40 main:574] : INFO : Epoch 1751 | loss: 0.0196878 | val_loss: 0.00736393 | Time: 2608.75 ms [2022-02-16 15:21:43 main:574] : INFO : Epoch 1752 | loss: 0.00405296 | val_loss: 0.002177 | Time: 2629.45 ms [2022-02-16 15:21:45 main:574] : INFO : Epoch 1753 | loss: 0.00131254 | val_loss: 0.00091687 | Time: 2622.31 ms [2022-02-16 15:21:48 main:574] : INFO : Epoch 1754 | loss: 0.000871516 | val_loss: 0.000786591 | Time: 2592.4 ms [2022-02-16 15:21:50 main:574] : INFO : Epoch 1755 | loss: 0.000664007 | val_loss: 0.000540201 | Time: 2571.11 ms [2022-02-16 15:21:53 main:574] : INFO : Epoch 1756 | loss: 0.000498741 | val_loss: 0.000452249 | Time: 2618.01 ms [2022-02-16 15:21:56 main:574] : INFO : Epoch 1757 | loss: 0.000454079 | val_loss: 0.000432571 | Time: 2584.54 ms [2022-02-16 15:21:58 main:574] : INFO : Epoch 1758 | loss: 0.000444341 | val_loss: 0.000424692 | Time: 2627.71 ms [2022-02-16 15:22:01 main:574] : INFO : Epoch 1759 | loss: 0.000436841 | val_loss: 0.000420685 | Time: 2630.22 ms [2022-02-16 15:22:04 main:574] : INFO : Epoch 1760 | loss: 0.000433093 | val_loss: 0.00041944 | Time: 2619.28 ms [2022-02-16 15:22:06 main:574] : INFO : Epoch 1761 | loss: 0.000428084 | val_loss: 0.000408386 | Time: 2647.15 ms [2022-02-16 15:22:09 main:574] : INFO : Epoch 1762 | loss: 0.000420333 | val_loss: 0.000405973 | Time: 2610.58 ms [2022-02-16 15:22:11 main:574] : INFO : Epoch 1763 | loss: 0.000415249 | val_loss: 0.000402418 | Time: 2614.66 ms [2022-02-16 15:22:14 main:574] : INFO : Epoch 1764 | loss: 0.000410751 | val_loss: 0.000397705 | Time: 2641.56 ms [2022-02-16 15:22:17 main:574] : INFO : Epoch 1765 | loss: 0.000407476 | val_loss: 0.000393877 | Time: 2656.9 ms [2022-02-16 15:22:19 main:574] : INFO : Epoch 1766 | loss: 0.000404429 | val_loss: 0.000390823 | Time: 2644.45 ms [2022-02-16 15:22:22 main:574] : INFO : Epoch 1767 | loss: 0.000401353 | val_loss: 0.000386843 | Time: 2611.18 ms [2022-02-16 15:22:25 main:574] : INFO : Epoch 1768 | loss: 0.00039769 | val_loss: 0.000384572 | Time: 2645.75 ms [2022-02-16 15:22:27 main:574] : INFO : Epoch 1769 | loss: 0.000396504 | val_loss: 0.000383081 | Time: 2666.66 ms [2022-02-16 15:22:30 main:574] : INFO : Epoch 1770 | loss: 0.000405194 | val_loss: 0.000413715 | Time: 2611.39 ms [2022-02-16 15:22:33 main:574] : INFO : Epoch 1771 | loss: 0.000424495 | val_loss: 0.000411469 | Time: 2626.31 ms [2022-02-16 15:22:35 main:574] : INFO : Epoch 1772 | loss: 0.000422499 | val_loss: 0.000410539 | Time: 2679.78 ms [2022-02-16 15:22:38 main:574] : INFO : Epoch 1773 | loss: 0.000421083 | val_loss: 0.000408821 | Time: 2606.71 ms [2022-02-16 15:22:41 main:574] : INFO : Epoch 1774 | loss: 0.000419815 | val_loss: 0.000407606 | Time: 2624.7 ms [2022-02-16 15:22:43 main:574] : INFO : Epoch 1775 | loss: 0.000419288 | val_loss: 0.000406581 | Time: 2636.52 ms [2022-02-16 15:22:46 main:574] : INFO : Epoch 1776 | loss: 0.000419092 | val_loss: 0.000405745 | Time: 2614.92 ms [2022-02-16 15:22:48 main:574] : INFO : Epoch 1777 | loss: 0.000417302 | val_loss: 0.000405625 | Time: 2636.77 ms [2022-02-16 15:22:51 main:574] : INFO : Epoch 1778 | loss: 0.000417999 | val_loss: 0.000407409 | Time: 2633.05 ms [2022-02-16 15:22:54 main:574] : INFO : Epoch 1779 | loss: 0.000416596 | val_loss: 0.00040413 | Time: 2650.58 ms [2022-02-16 15:22:57 main:574] : INFO : Epoch 1780 | loss: 0.000415563 | val_loss: 0.000403781 | Time: 2812.9 ms [2022-02-16 15:22:59 main:574] : INFO : Epoch 1781 | loss: 0.000416621 | val_loss: 0.000407051 | Time: 2666.25 ms [2022-02-16 15:23:02 main:574] : INFO : Epoch 1782 | loss: 0.000423827 | val_loss: 0.00041562 | Time: 2683.51 ms [2022-02-16 15:23:05 main:574] : INFO : Epoch 1783 | loss: 0.000398343 | val_loss: 0.000389154 | Time: 2664.49 ms [2022-02-16 15:23:07 main:574] : INFO : Epoch 1784 | loss: 0.000401155 | val_loss: 0.000388067 | Time: 2669.37 ms [2022-02-16 15:23:10 main:574] : INFO : Epoch 1785 | loss: 0.000393696 | val_loss: 0.000401688 | Time: 2629.86 ms [2022-02-16 15:23:13 main:574] : INFO : Epoch 1786 | loss: 0.000389173 | val_loss: 0.000371567 | Time: 2659.38 ms [2022-02-16 15:23:15 main:574] : INFO : Epoch 1787 | loss: 0.00038602 | val_loss: 0.00037781 | Time: 2647.24 ms [2022-02-16 15:23:18 main:574] : INFO : Epoch 1788 | loss: 0.000385836 | val_loss: 0.00037117 | Time: 2631.3 ms [2022-02-16 15:23:20 main:574] : INFO : Epoch 1789 | loss: 0.000383864 | val_loss: 0.000370356 | Time: 2610.74 ms [2022-02-16 15:23:23 main:574] : INFO : Epoch 1790 | loss: 0.000383937 | val_loss: 0.000371212 | Time: 2623.08 ms [2022-02-16 15:23:26 main:574] : INFO : Epoch 1791 | loss: 0.000382103 | val_loss: 0.000369987 | Time: 2673.61 ms [2022-02-16 15:23:28 main:574] : INFO : Epoch 1792 | loss: 0.000380251 | val_loss: 0.000369343 | Time: 2599.48 ms [2022-02-16 15:23:31 main:574] : INFO : Epoch 1793 | loss: 0.000380573 | val_loss: 0.000369548 | Time: 2633.79 ms [2022-02-16 15:23:34 main:574] : INFO : Epoch 1794 | loss: 0.000380993 | val_loss: 0.000369179 | Time: 2668.44 ms [2022-02-16 15:23:36 main:574] : INFO : Epoch 1795 | loss: 0.000380739 | val_loss: 0.000368575 | Time: 2624.98 ms [2022-02-16 15:23:39 main:574] : INFO : Epoch 1796 | loss: 0.000380083 | val_loss: 0.000368732 | Time: 2622.5 ms [2022-02-16 15:23:42 main:574] : INFO : Epoch 1797 | loss: 0.00037963 | val_loss: 0.000367991 | Time: 2629.36 ms [2022-02-16 15:23:44 main:574] : INFO : Epoch 1798 | loss: 0.00037964 | val_loss: 0.000368669 | Time: 2654.89 ms [2022-02-16 15:23:47 main:574] : INFO : Epoch 1799 | loss: 0.000380249 | val_loss: 0.000368807 | Time: 2596.15 ms [2022-02-16 15:23:49 main:574] : INFO : Epoch 1800 | loss: 0.000379548 | val_loss: 0.000368075 | Time: 2641.96 ms [2022-02-16 15:23:52 main:574] : INFO : Epoch 1801 | loss: 0.000404249 | val_loss: 0.000397648 | Time: 2593.39 ms [2022-02-16 15:23:55 main:574] : INFO : Epoch 1802 | loss: 0.00039989 | val_loss: 0.000384801 | Time: 2606.34 ms [2022-02-16 15:23:57 main:574] : INFO : Epoch 1803 | loss: 0.000395875 | val_loss: 0.000383734 | Time: 2659.86 ms [2022-02-16 15:24:00 main:574] : INFO : Epoch 1804 | loss: 0.000385068 | val_loss: 0.000374373 | Time: 2639.93 ms [2022-02-16 15:24:03 main:574] : INFO : Epoch 1805 | loss: 0.000384105 | val_loss: 0.000370955 | Time: 2638.47 ms [2022-02-16 15:24:05 main:574] : INFO : Epoch 1806 | loss: 0.000382541 | val_loss: 0.000370642 | Time: 2620.67 ms [2022-02-16 15:24:08 main:574] : INFO : Epoch 1807 | loss: 0.000382429 | val_loss: 0.000370214 | Time: 2598.76 ms [2022-02-16 15:24:10 main:574] : INFO : Epoch 1808 | loss: 0.000381549 | val_loss: 0.000370628 | Time: 2612.05 ms [2022-02-16 15:24:13 main:574] : INFO : Epoch 1809 | loss: 0.000381186 | val_loss: 0.000371193 | Time: 2607.5 ms [2022-02-16 15:24:16 main:574] : INFO : Epoch 1810 | loss: 0.000382684 | val_loss: 0.000369685 | Time: 2643.48 ms [2022-02-16 15:24:18 main:574] : INFO : Epoch 1811 | loss: 0.000384535 | val_loss: 0.000368291 | Time: 2618.93 ms [2022-02-16 15:24:21 main:574] : INFO : Epoch 1812 | loss: 0.000382552 | val_loss: 0.00050907 | Time: 2641.24 ms [2022-02-16 15:24:24 main:574] : INFO : Epoch 1813 | loss: 0.000473114 | val_loss: 0.000411485 | Time: 2637.94 ms [2022-02-16 15:24:26 main:574] : INFO : Epoch 1814 | loss: 0.000417454 | val_loss: 0.000410922 | Time: 2618.06 ms [2022-02-16 15:24:29 main:574] : INFO : Epoch 1815 | loss: 0.000400779 | val_loss: 0.000374976 | Time: 2638.49 ms [2022-02-16 15:24:32 main:574] : INFO : Epoch 1816 | loss: 0.000490549 | val_loss: 0.00122711 | Time: 2611.15 ms [2022-02-16 15:24:34 main:574] : INFO : Epoch 1817 | loss: 0.000615691 | val_loss: 0.00041497 | Time: 2620.38 ms [2022-02-16 15:24:37 main:574] : INFO : Epoch 1818 | loss: 0.000402753 | val_loss: 0.000350067 | Time: 2771.34 ms [2022-02-16 15:24:40 main:574] : INFO : Epoch 1819 | loss: 0.000355229 | val_loss: 0.000341309 | Time: 2595.05 ms [2022-02-16 15:24:42 main:574] : INFO : Epoch 1820 | loss: 0.000348927 | val_loss: 0.000340753 | Time: 2645.5 ms [2022-02-16 15:24:45 main:574] : INFO : Epoch 1821 | loss: 0.000343917 | val_loss: 0.000321635 | Time: 2641.73 ms [2022-02-16 15:24:48 main:574] : INFO : Epoch 1822 | loss: 0.00032903 | val_loss: 0.00031821 | Time: 2657.95 ms [2022-02-16 15:24:50 main:574] : INFO : Epoch 1823 | loss: 0.000322993 | val_loss: 0.000306987 | Time: 2614.71 ms [2022-02-16 15:24:53 main:574] : INFO : Epoch 1824 | loss: 0.000289945 | val_loss: 0.000247022 | Time: 2644.95 ms [2022-02-16 15:24:55 main:574] : INFO : Epoch 1825 | loss: 0.000209928 | val_loss: 0.000141491 | Time: 2588.13 ms [2022-02-16 15:24:58 main:574] : INFO : Epoch 1826 | loss: 0.000107647 | val_loss: 7.56739e-05 | Time: 2673.63 ms [2022-02-16 15:25:01 main:574] : INFO : Epoch 1827 | loss: 6.24829e-05 | val_loss: 4.79125e-05 | Time: 2615.05 ms [2022-02-16 15:25:03 main:574] : INFO : Epoch 1828 | loss: 4.60224e-05 | val_loss: 4.10008e-05 | Time: 2664.33 ms [2022-02-16 15:25:06 main:574] : INFO : Epoch 1829 | loss: 4.21324e-05 | val_loss: 3.89069e-05 | Time: 2610.64 ms [2022-02-16 15:25:09 main:574] : INFO : Epoch 1830 | loss: 4.25988e-05 | val_loss: 4.46791e-05 | Time: 2659.99 ms [2022-02-16 15:25:11 main:574] : INFO : Epoch 1831 | loss: 4.86366e-05 | val_loss: 4.34809e-05 | Time: 2640.89 ms [2022-02-16 15:25:14 main:574] : INFO : Epoch 1832 | loss: 4.16472e-05 | val_loss: 3.76535e-05 | Time: 2632.2 ms [2022-02-16 15:25:17 main:574] : INFO : Epoch 1833 | loss: 4.0438e-05 | val_loss: 4.19626e-05 | Time: 2632.07 ms [2022-02-16 15:25:19 main:574] : INFO : Epoch 1834 | loss: 4.0641e-05 | val_loss: 3.77785e-05 | Time: 2630.85 ms [2022-02-16 15:25:22 main:574] : INFO : Epoch 1835 | loss: 3.7988e-05 | val_loss: 3.62437e-05 | Time: 2635.06 ms [2022-02-16 15:25:24 main:574] : INFO : Epoch 1836 | loss: 3.81188e-05 | val_loss: 3.59674e-05 | Time: 2648.99 ms [2022-02-16 15:25:27 main:574] : INFO : Epoch 1837 | loss: 3.68479e-05 | val_loss: 3.54573e-05 | Time: 2611.18 ms [2022-02-16 15:25:30 main:574] : INFO : Epoch 1838 | loss: 3.59033e-05 | val_loss: 3.4783e-05 | Time: 2601.64 ms [2022-02-16 15:25:32 main:574] : INFO : Epoch 1839 | loss: 3.56767e-05 | val_loss: 3.44448e-05 | Time: 2561.26 ms [2022-02-16 15:25:35 main:574] : INFO : Epoch 1840 | loss: 3.53734e-05 | val_loss: 3.50619e-05 | Time: 2627.44 ms [2022-02-16 15:25:38 main:574] : INFO : Epoch 1841 | loss: 3.67914e-05 | val_loss: 3.63005e-05 | Time: 2633.51 ms [2022-02-16 15:25:40 main:574] : INFO : Epoch 1842 | loss: 3.63807e-05 | val_loss: 3.55693e-05 | Time: 2628.48 ms [2022-02-16 15:25:43 main:574] : INFO : Epoch 1843 | loss: 3.5396e-05 | val_loss: 3.45672e-05 | Time: 2626.22 ms [2022-02-16 15:25:45 main:574] : INFO : Epoch 1844 | loss: 3.46126e-05 | val_loss: 3.55319e-05 | Time: 2614.81 ms [2022-02-16 15:25:48 main:574] : INFO : Epoch 1845 | loss: 3.55516e-05 | val_loss: 3.46193e-05 | Time: 2658.21 ms [2022-02-16 15:25:51 main:574] : INFO : Epoch 1846 | loss: 3.46353e-05 | val_loss: 3.37199e-05 | Time: 2572.3 ms [2022-02-16 15:25:53 main:574] : INFO : Epoch 1847 | loss: 3.44317e-05 | val_loss: 3.40576e-05 | Time: 2637.66 ms [2022-02-16 15:25:56 main:574] : INFO : Epoch 1848 | loss: 3.40925e-05 | val_loss: 3.36219e-05 | Time: 2607.06 ms [2022-02-16 15:25:59 main:574] : INFO : Epoch 1849 | loss: 3.39587e-05 | val_loss: 3.33011e-05 | Time: 2661.76 ms [2022-02-16 15:26:01 main:574] : INFO : Epoch 1850 | loss: 3.36893e-05 | val_loss: 3.32213e-05 | Time: 2564.08 ms [2022-02-16 15:26:04 main:574] : INFO : Epoch 1851 | loss: 3.34311e-05 | val_loss: 3.34948e-05 | Time: 2633.98 ms [2022-02-16 15:26:06 main:574] : INFO : Epoch 1852 | loss: 3.36307e-05 | val_loss: 3.34084e-05 | Time: 2612.09 ms [2022-02-16 15:26:09 main:574] : INFO : Epoch 1853 | loss: 3.43235e-05 | val_loss: 3.31996e-05 | Time: 2661.47 ms [2022-02-16 15:26:12 main:574] : INFO : Epoch 1854 | loss: 3.38218e-05 | val_loss: 3.31963e-05 | Time: 2620.6 ms [2022-02-16 15:26:14 main:574] : INFO : Epoch 1855 | loss: 3.34889e-05 | val_loss: 3.34483e-05 | Time: 2642.89 ms [2022-02-16 15:26:17 main:574] : INFO : Epoch 1856 | loss: 3.38504e-05 | val_loss: 3.30282e-05 | Time: 2624.08 ms [2022-02-16 15:26:20 main:574] : INFO : Epoch 1857 | loss: 3.32174e-05 | val_loss: 3.32121e-05 | Time: 2599.92 ms [2022-02-16 15:26:22 main:574] : INFO : Epoch 1858 | loss: 3.33556e-05 | val_loss: 3.35807e-05 | Time: 2587.35 ms [2022-02-16 15:26:25 main:574] : INFO : Epoch 1859 | loss: 3.3221e-05 | val_loss: 3.28858e-05 | Time: 2645.4 ms [2022-02-16 15:26:27 main:574] : INFO : Epoch 1860 | loss: 3.35381e-05 | val_loss: 3.57315e-05 | Time: 2649.98 ms [2022-02-16 15:26:30 main:574] : INFO : Epoch 1861 | loss: 3.43597e-05 | val_loss: 3.58684e-05 | Time: 2599.76 ms [2022-02-16 15:26:33 main:574] : INFO : Epoch 1862 | loss: 3.66432e-05 | val_loss: 3.6102e-05 | Time: 2635.1 ms [2022-02-16 15:26:35 main:574] : INFO : Epoch 1863 | loss: 3.54936e-05 | val_loss: 3.44029e-05 | Time: 2625.91 ms [2022-02-16 15:26:38 main:574] : INFO : Epoch 1864 | loss: 3.42505e-05 | val_loss: 3.37911e-05 | Time: 2620.04 ms [2022-02-16 15:26:41 main:574] : INFO : Epoch 1865 | loss: 3.37205e-05 | val_loss: 3.34363e-05 | Time: 2626.76 ms [2022-02-16 15:26:43 main:574] : INFO : Epoch 1866 | loss: 3.35911e-05 | val_loss: 3.33376e-05 | Time: 2645.83 ms [2022-02-16 15:26:46 main:574] : INFO : Epoch 1867 | loss: 3.34575e-05 | val_loss: 3.34369e-05 | Time: 2599.94 ms [2022-02-16 15:26:48 main:574] : INFO : Epoch 1868 | loss: 3.33243e-05 | val_loss: 3.30583e-05 | Time: 2609.45 ms [2022-02-16 15:26:51 main:574] : INFO : Epoch 1869 | loss: 3.34628e-05 | val_loss: 3.35914e-05 | Time: 2577.88 ms [2022-02-16 15:26:54 main:574] : INFO : Epoch 1870 | loss: 3.40879e-05 | val_loss: 3.38248e-05 | Time: 2625.61 ms [2022-02-16 15:26:56 main:574] : INFO : Epoch 1871 | loss: 3.343e-05 | val_loss: 3.30183e-05 | Time: 2631.24 ms [2022-02-16 15:26:59 main:574] : INFO : Epoch 1872 | loss: 3.32214e-05 | val_loss: 3.29079e-05 | Time: 2659.34 ms [2022-02-16 15:27:02 main:574] : INFO : Epoch 1873 | loss: 3.30873e-05 | val_loss: 3.29261e-05 | Time: 2623.16 ms [2022-02-16 15:27:04 main:574] : INFO : Epoch 1874 | loss: 3.31847e-05 | val_loss: 3.3345e-05 | Time: 2594.3 ms [2022-02-16 15:27:07 main:574] : INFO : Epoch 1875 | loss: 3.29921e-05 | val_loss: 3.3332e-05 | Time: 2654.48 ms [2022-02-16 15:27:09 main:574] : INFO : Epoch 1876 | loss: 3.2894e-05 | val_loss: 3.30233e-05 | Time: 2646.43 ms [2022-02-16 15:27:12 main:574] : INFO : Epoch 1877 | loss: 3.2785e-05 | val_loss: 3.30568e-05 | Time: 2623.31 ms [2022-02-16 15:27:15 main:574] : INFO : Epoch 1878 | loss: 3.27683e-05 | val_loss: 3.31735e-05 | Time: 2613.26 ms [2022-02-16 15:27:17 main:574] : INFO : Epoch 1879 | loss: 3.2783e-05 | val_loss: 3.29145e-05 | Time: 2608.56 ms [2022-02-16 15:27:20 main:574] : INFO : Epoch 1880 | loss: 3.26728e-05 | val_loss: 3.29683e-05 | Time: 2624.93 ms [2022-02-16 15:27:23 main:574] : INFO : Epoch 1881 | loss: 3.27235e-05 | val_loss: 3.29169e-05 | Time: 2619.37 ms [2022-02-16 15:27:25 main:574] : INFO : Epoch 1882 | loss: 3.28246e-05 | val_loss: 3.32274e-05 | Time: 2614.31 ms [2022-02-16 15:27:28 main:574] : INFO : Epoch 1883 | loss: 3.27984e-05 | val_loss: 3.27694e-05 | Time: 2602.69 ms [2022-02-16 15:27:31 main:574] : INFO : Epoch 1884 | loss: 3.26079e-05 | val_loss: 3.30536e-05 | Time: 2669.96 ms [2022-02-16 15:27:33 main:574] : INFO : Epoch 1885 | loss: 3.25533e-05 | val_loss: 3.30685e-05 | Time: 2662.18 ms [2022-02-16 15:27:36 main:574] : INFO : Epoch 1886 | loss: 3.24387e-05 | val_loss: 3.27256e-05 | Time: 2624.63 ms [2022-02-16 15:27:38 main:574] : INFO : Epoch 1887 | loss: 3.23931e-05 | val_loss: 3.27282e-05 | Time: 2662.85 ms [2022-02-16 15:27:41 main:574] : INFO : Epoch 1888 | loss: 3.24098e-05 | val_loss: 3.25824e-05 | Time: 2615.49 ms [2022-02-16 15:27:44 main:574] : INFO : Epoch 1889 | loss: 3.24576e-05 | val_loss: 3.25131e-05 | Time: 2655.77 ms [2022-02-16 15:27:46 main:574] : INFO : Epoch 1890 | loss: 3.22695e-05 | val_loss: 3.24991e-05 | Time: 2616.83 ms [2022-02-16 15:27:49 main:574] : INFO : Epoch 1891 | loss: 3.23086e-05 | val_loss: 3.23857e-05 | Time: 2644.17 ms [2022-02-16 15:27:52 main:574] : INFO : Epoch 1892 | loss: 3.22739e-05 | val_loss: 3.25832e-05 | Time: 2606 ms [2022-02-16 15:27:54 main:574] : INFO : Epoch 1893 | loss: 3.22797e-05 | val_loss: 3.2339e-05 | Time: 2646.31 ms [2022-02-16 15:27:57 main:574] : INFO : Epoch 1894 | loss: 3.23159e-05 | val_loss: 3.21897e-05 | Time: 2613.84 ms [2022-02-16 15:28:00 main:574] : INFO : Epoch 1895 | loss: 3.22559e-05 | val_loss: 3.21867e-05 | Time: 2650.79 ms [2022-02-16 15:28:02 main:574] : INFO : Epoch 1896 | loss: 3.22529e-05 | val_loss: 3.27905e-05 | Time: 2638.84 ms [2022-02-16 15:28:05 main:574] : INFO : Epoch 1897 | loss: 3.25845e-05 | val_loss: 3.21286e-05 | Time: 2633.08 ms [2022-02-16 15:28:07 main:574] : INFO : Epoch 1898 | loss: 3.52702e-05 | val_loss: 4.15956e-05 | Time: 2617.28 ms [2022-02-16 15:28:10 main:574] : INFO : Epoch 1899 | loss: 5.25678e-05 | val_loss: 4.09987e-05 | Time: 2628.01 ms [2022-02-16 15:28:13 main:574] : INFO : Epoch 1900 | loss: 3.75836e-05 | val_loss: 3.46829e-05 | Time: 2620.41 ms [2022-02-16 15:28:15 main:574] : INFO : Epoch 1901 | loss: 3.38676e-05 | val_loss: 3.46743e-05 | Time: 2607.01 ms [2022-02-16 15:28:18 main:574] : INFO : Epoch 1902 | loss: 3.50737e-05 | val_loss: 3.47785e-05 | Time: 2616.51 ms [2022-02-16 15:28:21 main:574] : INFO : Epoch 1903 | loss: 4.47105e-05 | val_loss: 5.98342e-05 | Time: 2615.17 ms [2022-02-16 15:28:23 main:574] : INFO : Epoch 1904 | loss: 3.87893e-05 | val_loss: 3.62425e-05 | Time: 2579.54 ms [2022-02-16 15:28:26 main:574] : INFO : Epoch 1905 | loss: 3.32897e-05 | val_loss: 3.50859e-05 | Time: 2606.28 ms [2022-02-16 15:28:28 main:574] : INFO : Epoch 1906 | loss: 3.25106e-05 | val_loss: 3.36484e-05 | Time: 2653.03 ms [2022-02-16 15:28:31 main:574] : INFO : Epoch 1907 | loss: 3.21579e-05 | val_loss: 3.34611e-05 | Time: 2620.02 ms [2022-02-16 15:28:34 main:574] : INFO : Epoch 1908 | loss: 3.18252e-05 | val_loss: 3.26496e-05 | Time: 2649.29 ms [2022-02-16 15:28:36 main:574] : INFO : Epoch 1909 | loss: 3.1864e-05 | val_loss: 3.2484e-05 | Time: 2589.69 ms [2022-02-16 15:28:39 main:574] : INFO : Epoch 1910 | loss: 3.40129e-05 | val_loss: 3.7511e-05 | Time: 2600.31 ms [2022-02-16 15:28:42 main:574] : INFO : Epoch 1911 | loss: 3.70357e-05 | val_loss: 3.19784e-05 | Time: 2620.19 ms [2022-02-16 15:28:44 main:574] : INFO : Epoch 1912 | loss: 3.22876e-05 | val_loss: 3.39281e-05 | Time: 2612.23 ms [2022-02-16 15:28:47 main:574] : INFO : Epoch 1913 | loss: 3.25192e-05 | val_loss: 3.23742e-05 | Time: 2611.39 ms [2022-02-16 15:28:49 main:574] : INFO : Epoch 1914 | loss: 3.22054e-05 | val_loss: 3.61705e-05 | Time: 2633.17 ms [2022-02-16 15:28:52 main:574] : INFO : Epoch 1915 | loss: 3.98442e-05 | val_loss: 3.15657e-05 | Time: 2648.86 ms [2022-02-16 15:28:55 main:574] : INFO : Epoch 1916 | loss: 3.27323e-05 | val_loss: 3.15514e-05 | Time: 2634.14 ms [2022-02-16 15:28:57 main:574] : INFO : Epoch 1917 | loss: 3.12781e-05 | val_loss: 3.09478e-05 | Time: 2635.99 ms [2022-02-16 15:29:00 main:574] : INFO : Epoch 1918 | loss: 3.17155e-05 | val_loss: 3.27815e-05 | Time: 2623.39 ms [2022-02-16 15:29:03 main:574] : INFO : Epoch 1919 | loss: 3.25125e-05 | val_loss: 3.09266e-05 | Time: 2686.59 ms [2022-02-16 15:29:05 main:574] : INFO : Epoch 1920 | loss: 3.42564e-05 | val_loss: 4.09437e-05 | Time: 2634.6 ms [2022-02-16 15:29:08 main:574] : INFO : Epoch 1921 | loss: 3.49994e-05 | val_loss: 3.36773e-05 | Time: 2641.79 ms [2022-02-16 15:29:11 main:574] : INFO : Epoch 1922 | loss: 3.28299e-05 | val_loss: 3.18789e-05 | Time: 2645.44 ms [2022-02-16 15:29:13 main:574] : INFO : Epoch 1923 | loss: 3.13926e-05 | val_loss: 3.12115e-05 | Time: 2617.64 ms [2022-02-16 15:29:16 main:574] : INFO : Epoch 1924 | loss: 3.11928e-05 | val_loss: 3.31766e-05 | Time: 2669.47 ms [2022-02-16 15:29:19 main:574] : INFO : Epoch 1925 | loss: 4.26714e-05 | val_loss: 3.54124e-05 | Time: 2741.73 ms [2022-02-16 15:29:21 main:574] : INFO : Epoch 1926 | loss: 3.27016e-05 | val_loss: 3.34598e-05 | Time: 2631.29 ms [2022-02-16 15:29:24 main:574] : INFO : Epoch 1927 | loss: 3.24883e-05 | val_loss: 3.55852e-05 | Time: 2667.48 ms [2022-02-16 15:29:27 main:574] : INFO : Epoch 1928 | loss: 3.22577e-05 | val_loss: 3.22361e-05 | Time: 2631.4 ms [2022-02-16 15:29:29 main:574] : INFO : Epoch 1929 | loss: 3.27079e-05 | val_loss: 3.2305e-05 | Time: 2636.78 ms [2022-02-16 15:29:32 main:574] : INFO : Epoch 1930 | loss: 3.15889e-05 | val_loss: 3.13328e-05 | Time: 2543.14 ms [2022-02-16 15:29:34 main:574] : INFO : Epoch 1931 | loss: 3.15056e-05 | val_loss: 3.40937e-05 | Time: 2624.84 ms [2022-02-16 15:29:37 main:574] : INFO : Epoch 1932 | loss: 5.06238e-05 | val_loss: 3.46357e-05 | Time: 2623.39 ms [2022-02-16 15:29:40 main:574] : INFO : Epoch 1933 | loss: 3.57687e-05 | val_loss: 3.38508e-05 | Time: 2653.94 ms [2022-02-16 15:29:42 main:574] : INFO : Epoch 1934 | loss: 3.13762e-05 | val_loss: 3.14027e-05 | Time: 2613.72 ms [2022-02-16 15:29:45 main:574] : INFO : Epoch 1935 | loss: 3.06499e-05 | val_loss: 3.16547e-05 | Time: 2623.8 ms [2022-02-16 15:29:48 main:574] : INFO : Epoch 1936 | loss: 3.07213e-05 | val_loss: 3.14844e-05 | Time: 2634.11 ms [2022-02-16 15:29:50 main:574] : INFO : Epoch 1937 | loss: 3.05825e-05 | val_loss: 3.1468e-05 | Time: 2612.52 ms [2022-02-16 15:29:53 main:574] : INFO : Epoch 1938 | loss: 3.04451e-05 | val_loss: 3.13442e-05 | Time: 2607.77 ms [2022-02-16 15:29:55 main:574] : INFO : Epoch 1939 | loss: 3.08345e-05 | val_loss: 3.22967e-05 | Time: 2566.41 ms [2022-02-16 15:29:58 main:574] : INFO : Epoch 1940 | loss: 3.11463e-05 | val_loss: 3.21437e-05 | Time: 2621.24 ms [2022-02-16 15:30:01 main:574] : INFO : Epoch 1941 | loss: 3.3391e-05 | val_loss: 4.35464e-05 | Time: 2603.16 ms [2022-02-16 15:30:03 main:574] : INFO : Epoch 1942 | loss: 3.929e-05 | val_loss: 3.41285e-05 | Time: 2620.57 ms [2022-02-16 15:30:06 main:574] : INFO : Epoch 1943 | loss: 3.0948e-05 | val_loss: 3.27753e-05 | Time: 2646.99 ms [2022-02-16 15:30:09 main:574] : INFO : Epoch 1944 | loss: 3.12268e-05 | val_loss: 3.35943e-05 | Time: 2636.5 ms [2022-02-16 15:30:11 main:574] : INFO : Epoch 1945 | loss: 3.27323e-05 | val_loss: 3.17589e-05 | Time: 2666.89 ms [2022-02-16 15:30:14 main:574] : INFO : Epoch 1946 | loss: 3.28998e-05 | val_loss: 3.25767e-05 | Time: 2640.64 ms [2022-02-16 15:30:16 main:574] : INFO : Epoch 1947 | loss: 3.26063e-05 | val_loss: 3.66881e-05 | Time: 2643.7 ms [2022-02-16 15:30:19 main:574] : INFO : Epoch 1948 | loss: 4.26772e-05 | val_loss: 3.45771e-05 | Time: 2645.3 ms [2022-02-16 15:30:22 main:574] : INFO : Epoch 1949 | loss: 3.25418e-05 | val_loss: 3.30382e-05 | Time: 2634.84 ms [2022-02-16 15:30:24 main:574] : INFO : Epoch 1950 | loss: 3.12002e-05 | val_loss: 3.14395e-05 | Time: 2629.71 ms [2022-02-16 15:30:27 main:574] : INFO : Epoch 1951 | loss: 3.06578e-05 | val_loss: 3.17982e-05 | Time: 2609.39 ms [2022-02-16 15:30:30 main:574] : INFO : Epoch 1952 | loss: 3.07734e-05 | val_loss: 3.18781e-05 | Time: 2669.43 ms [2022-02-16 15:30:32 main:574] : INFO : Epoch 1953 | loss: 3.699e-05 | val_loss: 3.93269e-05 | Time: 2592.97 ms [2022-02-16 15:30:35 main:574] : INFO : Epoch 1954 | loss: 3.28242e-05 | val_loss: 3.14041e-05 | Time: 2652.91 ms [2022-02-16 15:30:38 main:574] : INFO : Epoch 1955 | loss: 3.04412e-05 | val_loss: 3.19134e-05 | Time: 2603.51 ms [2022-02-16 15:30:40 main:574] : INFO : Epoch 1956 | loss: 3.04985e-05 | val_loss: 3.16463e-05 | Time: 2655.86 ms [2022-02-16 15:30:43 main:574] : INFO : Epoch 1957 | loss: 3.09815e-05 | val_loss: 3.13545e-05 | Time: 2657.75 ms [2022-02-16 15:30:45 main:574] : INFO : Epoch 1958 | loss: 4.17672e-05 | val_loss: 8.22829e-05 | Time: 2601.32 ms [2022-02-16 15:30:48 main:574] : INFO : Epoch 1959 | loss: 4.71867e-05 | val_loss: 3.68111e-05 | Time: 2622.59 ms [2022-02-16 15:30:51 main:574] : INFO : Epoch 1960 | loss: 3.16273e-05 | val_loss: 3.18666e-05 | Time: 2655.07 ms [2022-02-16 15:30:53 main:574] : INFO : Epoch 1961 | loss: 3.00978e-05 | val_loss: 3.14349e-05 | Time: 2627.63 ms [2022-02-16 15:30:56 main:574] : INFO : Epoch 1962 | loss: 2.97288e-05 | val_loss: 3.08557e-05 | Time: 2646.53 ms [2022-02-16 15:30:59 main:574] : INFO : Epoch 1963 | loss: 2.9751e-05 | val_loss: 3.0968e-05 | Time: 2618.64 ms [2022-02-16 15:31:01 main:574] : INFO : Epoch 1964 | loss: 2.92331e-05 | val_loss: 3.08288e-05 | Time: 2638.53 ms [2022-02-16 15:31:04 main:574] : INFO : Epoch 1965 | loss: 2.89498e-05 | val_loss: 3.05235e-05 | Time: 2621.74 ms [2022-02-16 15:31:07 main:574] : INFO : Epoch 1966 | loss: 2.90622e-05 | val_loss: 3.03145e-05 | Time: 2561.23 ms [2022-02-16 15:31:09 main:574] : INFO : Epoch 1967 | loss: 2.87881e-05 | val_loss: 3.07891e-05 | Time: 2619.58 ms [2022-02-16 15:31:12 main:574] : INFO : Epoch 1968 | loss: 2.92561e-05 | val_loss: 3.08955e-05 | Time: 2650.73 ms [2022-02-16 15:31:14 main:574] : INFO : Epoch 1969 | loss: 3.41488e-05 | val_loss: 3.18705e-05 | Time: 2604.89 ms [2022-02-16 15:31:17 main:574] : INFO : Epoch 1970 | loss: 2.91872e-05 | val_loss: 3.08011e-05 | Time: 2622.59 ms [2022-02-16 15:31:20 main:574] : INFO : Epoch 1971 | loss: 2.91582e-05 | val_loss: 3.09116e-05 | Time: 2628.61 ms [2022-02-16 15:31:23 main:574] : INFO : Epoch 1972 | loss: 4.2759e-05 | val_loss: 6.49889e-05 | Time: 2880.27 ms [2022-02-16 15:31:25 main:574] : INFO : Epoch 1973 | loss: 4.19373e-05 | val_loss: 3.57849e-05 | Time: 2802.52 ms [2022-02-16 15:31:28 main:574] : INFO : Epoch 1974 | loss: 3.65828e-05 | val_loss: 3.56634e-05 | Time: 2642.83 ms [2022-02-16 15:31:31 main:574] : INFO : Epoch 1975 | loss: 3.16424e-05 | val_loss: 3.32315e-05 | Time: 2582.4 ms [2022-02-16 15:31:33 main:574] : INFO : Epoch 1976 | loss: 3.09521e-05 | val_loss: 3.05357e-05 | Time: 2642.97 ms [2022-02-16 15:31:36 main:574] : INFO : Epoch 1977 | loss: 2.96248e-05 | val_loss: 3.02661e-05 | Time: 2638.38 ms [2022-02-16 15:31:39 main:574] : INFO : Epoch 1978 | loss: 2.87252e-05 | val_loss: 2.95586e-05 | Time: 2660.8 ms [2022-02-16 15:31:41 main:574] : INFO : Epoch 1979 | loss: 2.87746e-05 | val_loss: 2.92773e-05 | Time: 2622.18 ms [2022-02-16 15:31:44 main:574] : INFO : Epoch 1980 | loss: 2.80011e-05 | val_loss: 2.94094e-05 | Time: 2618.44 ms [2022-02-16 15:31:46 main:574] : INFO : Epoch 1981 | loss: 2.94792e-05 | val_loss: 3.39673e-05 | Time: 2621.81 ms [2022-02-16 15:31:49 main:574] : INFO : Epoch 1982 | loss: 4.18046e-05 | val_loss: 3.60175e-05 | Time: 2631.99 ms [2022-02-16 15:31:52 main:574] : INFO : Epoch 1983 | loss: 3.04868e-05 | val_loss: 3.16329e-05 | Time: 2584.9 ms [2022-02-16 15:31:54 main:574] : INFO : Epoch 1984 | loss: 2.91089e-05 | val_loss: 3.03334e-05 | Time: 2610.02 ms [2022-02-16 15:31:57 main:574] : INFO : Epoch 1985 | loss: 2.93798e-05 | val_loss: 3.06148e-05 | Time: 2661.12 ms [2022-02-16 15:32:00 main:574] : INFO : Epoch 1986 | loss: 2.92405e-05 | val_loss: 2.98676e-05 | Time: 2654.32 ms [2022-02-16 15:32:02 main:574] : INFO : Epoch 1987 | loss: 2.84377e-05 | val_loss: 3.04913e-05 | Time: 2621.9 ms [2022-02-16 15:32:05 main:574] : INFO : Epoch 1988 | loss: 2.88659e-05 | val_loss: 3.00082e-05 | Time: 2625.22 ms [2022-02-16 15:32:08 main:574] : INFO : Epoch 1989 | loss: 2.95521e-05 | val_loss: 3.65644e-05 | Time: 2647.28 ms [2022-02-16 15:32:10 main:574] : INFO : Epoch 1990 | loss: 4.13828e-05 | val_loss: 3.15493e-05 | Time: 2655.57 ms [2022-02-16 15:32:13 main:574] : INFO : Epoch 1991 | loss: 2.93127e-05 | val_loss: 2.92143e-05 | Time: 2598.91 ms [2022-02-16 15:32:15 main:574] : INFO : Epoch 1992 | loss: 2.7696e-05 | val_loss: 2.89504e-05 | Time: 2650.65 ms [2022-02-16 15:32:18 main:574] : INFO : Epoch 1993 | loss: 2.72854e-05 | val_loss: 2.95234e-05 | Time: 2614.55 ms [2022-02-16 15:32:21 main:574] : INFO : Epoch 1994 | loss: 2.84213e-05 | val_loss: 2.91205e-05 | Time: 2616.47 ms [2022-02-16 15:32:23 main:574] : INFO : Epoch 1995 | loss: 2.85787e-05 | val_loss: 3.42972e-05 | Time: 2619.27 ms [2022-02-16 15:32:26 main:574] : INFO : Epoch 1996 | loss: 3.26953e-05 | val_loss: 2.95175e-05 | Time: 2592.77 ms [2022-02-16 15:32:29 main:574] : INFO : Epoch 1997 | loss: 2.84341e-05 | val_loss: 3.12092e-05 | Time: 2635.51 ms [2022-02-16 15:32:31 main:574] : INFO : Epoch 1998 | loss: 2.78357e-05 | val_loss: 2.91258e-05 | Time: 2577.78 ms [2022-02-16 15:32:34 main:574] : INFO : Epoch 1999 | loss: 2.92031e-05 | val_loss: 3.36008e-05 | Time: 2698.08 ms [2022-02-16 15:32:36 main:574] : INFO : Epoch 2000 | loss: 3.97102e-05 | val_loss: 3.37235e-05 | Time: 2613.19 ms [2022-02-16 15:32:39 main:574] : INFO : Epoch 2001 | loss: 3.77902e-05 | val_loss: 5.72788e-05 | Time: 2636.32 ms [2022-02-16 15:32:42 main:574] : INFO : Epoch 2002 | loss: 4.57818e-05 | val_loss: 3.82868e-05 | Time: 2606.77 ms [2022-02-16 15:32:44 main:574] : INFO : Epoch 2003 | loss: 3.57336e-05 | val_loss: 3.57228e-05 | Time: 2668.37 ms [2022-02-16 15:32:47 main:574] : INFO : Epoch 2004 | loss: 5.701e-05 | val_loss: 0.000106442 | Time: 2628.37 ms [2022-02-16 15:32:50 main:574] : INFO : Epoch 2005 | loss: 0.000428361 | val_loss: 0.000374067 | Time: 2617.56 ms [2022-02-16 15:32:52 main:574] : INFO : Epoch 2006 | loss: 0.000299526 | val_loss: 0.000188029 | Time: 2632.85 ms [2022-02-16 15:32:55 main:574] : INFO : Epoch 2007 | loss: 0.000142252 | val_loss: 8.99584e-05 | Time: 2594.56 ms [2022-02-16 15:32:57 main:574] : INFO : Epoch 2008 | loss: 6.03039e-05 | val_loss: 4.2522e-05 | Time: 2645.68 ms [2022-02-16 15:33:00 main:574] : INFO : Epoch 2009 | loss: 4.21673e-05 | val_loss: 3.41683e-05 | Time: 2639.4 ms [2022-02-16 15:33:03 main:574] : INFO : Epoch 2010 | loss: 3.38206e-05 | val_loss: 3.3687e-05 | Time: 2624.79 ms [2022-02-16 15:33:05 main:574] : INFO : Epoch 2011 | loss: 3.77995e-05 | val_loss: 3.34611e-05 | Time: 2636.39 ms [2022-02-16 15:33:08 main:574] : INFO : Epoch 2012 | loss: 3.60212e-05 | val_loss: 3.11822e-05 | Time: 2633.44 ms [2022-02-16 15:33:11 main:574] : INFO : Epoch 2013 | loss: 3.81762e-05 | val_loss: 3.49624e-05 | Time: 2657.08 ms [2022-02-16 15:33:13 main:574] : INFO : Epoch 2014 | loss: 4.01211e-05 | val_loss: 5.3278e-05 | Time: 2643.16 ms [2022-02-16 15:33:16 main:574] : INFO : Epoch 2015 | loss: 3.96057e-05 | val_loss: 3.38566e-05 | Time: 2711.62 ms [2022-02-16 15:33:19 main:574] : INFO : Epoch 2016 | loss: 3.48117e-05 | val_loss: 3.23286e-05 | Time: 2627.42 ms [2022-02-16 15:33:21 main:574] : INFO : Epoch 2017 | loss: 3.13846e-05 | val_loss: 3.16302e-05 | Time: 2636.78 ms [2022-02-16 15:33:24 main:574] : INFO : Epoch 2018 | loss: 3.10844e-05 | val_loss: 3.17999e-05 | Time: 2645.56 ms [2022-02-16 15:33:27 main:574] : INFO : Epoch 2019 | loss: 3.0702e-05 | val_loss: 3.13623e-05 | Time: 2613.87 ms [2022-02-16 15:33:29 main:574] : INFO : Epoch 2020 | loss: 2.92293e-05 | val_loss: 3.00762e-05 | Time: 2653.99 ms [2022-02-16 15:33:32 main:574] : INFO : Epoch 2021 | loss: 3.63466e-05 | val_loss: 6.47133e-05 | Time: 2618.17 ms [2022-02-16 15:33:34 main:574] : INFO : Epoch 2022 | loss: 4.12245e-05 | val_loss: 3.3072e-05 | Time: 2566.75 ms [2022-02-16 15:33:37 main:574] : INFO : Epoch 2023 | loss: 3.049e-05 | val_loss: 3.0663e-05 | Time: 2624.28 ms [2022-02-16 15:33:40 main:574] : INFO : Epoch 2024 | loss: 2.98136e-05 | val_loss: 3.04206e-05 | Time: 2590.91 ms [2022-02-16 15:33:42 main:574] : INFO : Epoch 2025 | loss: 2.94078e-05 | val_loss: 2.98872e-05 | Time: 2645.01 ms [2022-02-16 15:33:45 main:574] : INFO : Epoch 2026 | loss: 2.87813e-05 | val_loss: 3.02071e-05 | Time: 2658.84 ms [2022-02-16 15:33:48 main:574] : INFO : Epoch 2027 | loss: 2.81317e-05 | val_loss: 3.03295e-05 | Time: 2597.55 ms [2022-02-16 15:33:50 main:574] : INFO : Epoch 2028 | loss: 2.75143e-05 | val_loss: 2.90492e-05 | Time: 2641.55 ms [2022-02-16 15:33:53 main:574] : INFO : Epoch 2029 | loss: 2.71173e-05 | val_loss: 3.00087e-05 | Time: 2652.33 ms [2022-02-16 15:33:56 main:574] : INFO : Epoch 2030 | loss: 3.56592e-05 | val_loss: 5.60402e-05 | Time: 2633.05 ms [2022-02-16 15:33:58 main:574] : INFO : Epoch 2031 | loss: 3.43701e-05 | val_loss: 3.25338e-05 | Time: 2651.3 ms [2022-02-16 15:34:01 main:574] : INFO : Epoch 2032 | loss: 2.7983e-05 | val_loss: 3.02263e-05 | Time: 2620.34 ms [2022-02-16 15:34:03 main:574] : INFO : Epoch 2033 | loss: 2.69231e-05 | val_loss: 2.87601e-05 | Time: 2629.14 ms [2022-02-16 15:34:06 main:574] : INFO : Epoch 2034 | loss: 2.66901e-05 | val_loss: 2.86505e-05 | Time: 2591.95 ms [2022-02-16 15:34:09 main:574] : INFO : Epoch 2035 | loss: 2.6826e-05 | val_loss: 2.8572e-05 | Time: 2652.08 ms [2022-02-16 15:34:11 main:574] : INFO : Epoch 2036 | loss: 2.76719e-05 | val_loss: 3.02962e-05 | Time: 2702.66 ms [2022-02-16 15:34:14 main:574] : INFO : Epoch 2037 | loss: 2.98908e-05 | val_loss: 3.3453e-05 | Time: 2766.14 ms [2022-02-16 15:34:17 main:574] : INFO : Epoch 2038 | loss: 2.89398e-05 | val_loss: 2.83687e-05 | Time: 2583.75 ms [2022-02-16 15:34:19 main:574] : INFO : Epoch 2039 | loss: 2.88854e-05 | val_loss: 3.13996e-05 | Time: 2631.11 ms [2022-02-16 15:34:22 main:574] : INFO : Epoch 2040 | loss: 3.2865e-05 | val_loss: 3.45517e-05 | Time: 2597.03 ms [2022-02-16 15:34:25 main:574] : INFO : Epoch 2041 | loss: 2.95562e-05 | val_loss: 2.92061e-05 | Time: 2618.89 ms [2022-02-16 15:34:27 main:574] : INFO : Epoch 2042 | loss: 2.75281e-05 | val_loss: 2.83697e-05 | Time: 2695.11 ms [2022-02-16 15:34:30 main:574] : INFO : Epoch 2043 | loss: 2.65455e-05 | val_loss: 2.91298e-05 | Time: 2569.08 ms [2022-02-16 15:34:33 main:574] : INFO : Epoch 2044 | loss: 2.68261e-05 | val_loss: 2.8269e-05 | Time: 2618.51 ms [2022-02-16 15:34:35 main:574] : INFO : Epoch 2045 | loss: 3.06145e-05 | val_loss: 5.01337e-05 | Time: 2618.29 ms [2022-02-16 15:34:38 main:574] : INFO : Epoch 2046 | loss: 4.06963e-05 | val_loss: 2.79355e-05 | Time: 2652.49 ms [2022-02-16 15:34:40 main:574] : INFO : Epoch 2047 | loss: 2.70986e-05 | val_loss: 2.85629e-05 | Time: 2618.47 ms [2022-02-16 15:34:43 main:574] : INFO : Epoch 2048 | loss: 2.63668e-05 | val_loss: 2.79512e-05 | Time: 2595.66 ms [2022-02-16 15:34:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.79512e-05 [2022-02-16 15:34:43 main:603] : INFO : Saving end state to config to file [2022-02-16 15:34:43 main:608] : INFO : Success, exiting.. 15:34:43 (10548): 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)