Task 14239509
| Name | ParityModified-1647047140-6294-3-0_0 |
| Workunit | 11297273 |
| Created | 2 Apr 2022, 9:27:10 UTC |
| Sent | 7 Apr 2022, 6:11:38 UTC |
| Report deadline | 15 Apr 2022, 6:11:38 UTC |
| Received | 7 Apr 2022, 15:50:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 29 min 35 sec |
| CPU time | 1 hours 27 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3.69542e-05 | val_loss: 3.36536e-05 | Time: 2845.75 ms [2022-04-07 07:27:42 main:574] : INFO : Epoch 1558 | loss: 3.65028e-05 | val_loss: 3.30971e-05 | Time: 2799.81 ms [2022-04-07 07:27:45 main:574] : INFO : Epoch 1559 | loss: 3.6121e-05 | val_loss: 3.28882e-05 | Time: 2733.9 ms [2022-04-07 07:27:47 main:574] : INFO : Epoch 1560 | loss: 3.59348e-05 | val_loss: 3.28405e-05 | Time: 2815.56 ms [2022-04-07 07:27:50 main:574] : INFO : Epoch 1561 | loss: 3.57754e-05 | val_loss: 3.268e-05 | Time: 2816.36 ms [2022-04-07 07:27:53 main:574] : INFO : Epoch 1562 | loss: 3.5603e-05 | val_loss: 3.25599e-05 | Time: 2751.86 ms [2022-04-07 07:27:56 main:574] : INFO : Epoch 1563 | loss: 3.54255e-05 | val_loss: 3.24907e-05 | Time: 2699.83 ms [2022-04-07 07:27:58 main:574] : INFO : Epoch 1564 | loss: 3.5345e-05 | val_loss: 3.22998e-05 | Time: 2695.7 ms [2022-04-07 07:28:01 main:574] : INFO : Epoch 1565 | loss: 3.51985e-05 | val_loss: 3.22479e-05 | Time: 2802.79 ms [2022-04-07 07:28:04 main:574] : INFO : Epoch 1566 | loss: 3.50907e-05 | val_loss: 3.21767e-05 | Time: 2755.9 ms [2022-04-07 07:28:07 main:574] : INFO : Epoch 1567 | loss: 3.50049e-05 | val_loss: 3.20296e-05 | Time: 2904.5 ms [2022-04-07 07:28:10 main:574] : INFO : Epoch 1568 | loss: 3.48748e-05 | val_loss: 3.20932e-05 | Time: 2772.69 ms [2022-04-07 07:28:12 main:574] : INFO : Epoch 1569 | loss: 3.47796e-05 | val_loss: 3.18157e-05 | Time: 2741.63 ms [2022-04-07 07:28:15 main:574] : INFO : Epoch 1570 | loss: 3.46044e-05 | val_loss: 3.18826e-05 | Time: 2726.94 ms [2022-04-07 07:28:18 main:574] : INFO : Epoch 1571 | loss: 3.45839e-05 | val_loss: 3.19913e-05 | Time: 2751.89 ms [2022-04-07 07:28:21 main:574] : INFO : Epoch 1572 | loss: 3.45656e-05 | val_loss: 3.17014e-05 | Time: 2760.12 ms [2022-04-07 07:28:23 main:574] : INFO : Epoch 1573 | loss: 3.45108e-05 | val_loss: 3.17585e-05 | Time: 2697.95 ms [2022-04-07 07:28:26 main:574] : INFO : Epoch 1574 | loss: 3.43754e-05 | val_loss: 3.15903e-05 | Time: 2678.35 ms [2022-04-07 07:28:29 main:574] : INFO : Epoch 1575 | loss: 3.42745e-05 | val_loss: 3.14381e-05 | Time: 2810.26 ms [2022-04-07 07:28:32 main:574] : INFO : Epoch 1576 | loss: 3.4198e-05 | val_loss: 3.13927e-05 | Time: 2791.46 ms [2022-04-07 07:28:34 main:574] : INFO : Epoch 1577 | loss: 3.40883e-05 | val_loss: 3.13014e-05 | Time: 2801.91 ms [2022-04-07 07:28:37 main:574] : INFO : Epoch 1578 | loss: 3.39892e-05 | val_loss: 3.12551e-05 | Time: 2711.49 ms [2022-04-07 07:28:40 main:574] : INFO : Epoch 1579 | loss: 3.3958e-05 | val_loss: 3.13403e-05 | Time: 2717.52 ms [2022-04-07 07:28:43 main:574] : INFO : Epoch 1580 | loss: 3.38569e-05 | val_loss: 3.13171e-05 | Time: 2759.42 ms [2022-04-07 07:28:45 main:574] : INFO : Epoch 1581 | loss: 3.37861e-05 | val_loss: 3.11731e-05 | Time: 2696.98 ms [2022-04-07 07:28:48 main:574] : INFO : Epoch 1582 | loss: 3.36842e-05 | val_loss: 3.1107e-05 | Time: 2760.69 ms [2022-04-07 07:28:51 main:574] : INFO : Epoch 1583 | loss: 3.37247e-05 | val_loss: 3.10054e-05 | Time: 2696.82 ms [2022-04-07 07:28:54 main:574] : INFO : Epoch 1584 | loss: 3.35185e-05 | val_loss: 3.08494e-05 | Time: 2666.5 ms [2022-04-07 07:28:56 main:574] : INFO : Epoch 1585 | loss: 3.34122e-05 | val_loss: 3.0756e-05 | Time: 2776.08 ms [2022-04-07 07:28:59 main:574] : INFO : Epoch 1586 | loss: 3.33067e-05 | val_loss: 3.0864e-05 | Time: 2895.01 ms [2022-04-07 07:29:02 main:574] : INFO : Epoch 1587 | loss: 3.32081e-05 | val_loss: 3.06541e-05 | Time: 2799.18 ms [2022-04-07 07:29:05 main:574] : INFO : Epoch 1588 | loss: 3.31129e-05 | val_loss: 3.07207e-05 | Time: 2737.54 ms [2022-04-07 07:29:07 main:574] : INFO : Epoch 1589 | loss: 3.30624e-05 | val_loss: 3.04532e-05 | Time: 2724.22 ms [2022-04-07 07:29:10 main:574] : INFO : Epoch 1590 | loss: 3.29294e-05 | val_loss: 3.03289e-05 | Time: 2712.4 ms [2022-04-07 07:29:13 main:574] : INFO : Epoch 1591 | loss: 3.27213e-05 | val_loss: 3.01329e-05 | Time: 2811.03 ms [2022-04-07 07:29:16 main:574] : INFO : Epoch 1592 | loss: 3.23782e-05 | val_loss: 2.94555e-05 | Time: 2682.67 ms [2022-04-07 07:29:18 main:574] : INFO : Epoch 1593 | loss: 2.99211e-05 | val_loss: 2.28395e-05 | Time: 2685.43 ms [2022-04-07 07:29:21 main:574] : INFO : Epoch 1594 | loss: 2.34375e-05 | val_loss: 1.92793e-05 | Time: 2715.21 ms [2022-04-07 07:29:24 main:574] : INFO : Epoch 1595 | loss: 2.08149e-05 | val_loss: 1.83552e-05 | Time: 2815.34 ms [2022-04-07 07:29:27 main:574] : INFO : Epoch 1596 | loss: 1.99896e-05 | val_loss: 1.79285e-05 | Time: 2757.98 ms [2022-04-07 07:29:29 main:574] : INFO : Epoch 1597 | loss: 1.94385e-05 | val_loss: 1.75933e-05 | Time: 2744.86 ms [2022-04-07 07:29:32 main:574] : INFO : Epoch 1598 | loss: 1.93008e-05 | val_loss: 1.76423e-05 | Time: 2798.63 ms [2022-04-07 07:29:35 main:574] : INFO : Epoch 1599 | loss: 1.90811e-05 | val_loss: 1.74111e-05 | Time: 2810.22 ms [2022-04-07 07:29:38 main:574] : INFO : Epoch 1600 | loss: 1.87149e-05 | val_loss: 1.6875e-05 | Time: 2772.46 ms [2022-04-07 07:29:41 main:574] : INFO : Epoch 1601 | loss: 1.86627e-05 | val_loss: 1.71226e-05 | Time: 2726.58 ms [2022-04-07 07:29:43 main:574] : INFO : Epoch 1602 | loss: 1.84964e-05 | val_loss: 1.65959e-05 | Time: 2729.05 ms [2022-04-07 07:29:46 main:574] : INFO : Epoch 1603 | loss: 1.82357e-05 | val_loss: 1.64036e-05 | Time: 2722.3 ms [2022-04-07 07:29:49 main:574] : INFO : Epoch 1604 | loss: 1.81481e-05 | val_loss: 1.63194e-05 | Time: 2782.36 ms [2022-04-07 07:29:52 main:574] : INFO : Epoch 1605 | loss: 1.79609e-05 | val_loss: 1.61471e-05 | Time: 2769.55 ms [2022-04-07 07:29:54 main:574] : INFO : Epoch 1606 | loss: 1.76933e-05 | val_loss: 1.58758e-05 | Time: 2826.11 ms [2022-04-07 07:29:57 main:574] : INFO : Epoch 1607 | loss: 1.73838e-05 | val_loss: 1.56783e-05 | Time: 2734.03 ms [2022-04-07 07:30:00 main:574] : INFO : Epoch 1608 | loss: 1.70803e-05 | val_loss: 1.55113e-05 | Time: 2789.43 ms [2022-04-07 07:30:03 main:574] : INFO : Epoch 1609 | loss: 1.69024e-05 | val_loss: 1.53843e-05 | Time: 2749.7 ms [2022-04-07 07:30:05 main:574] : INFO : Epoch 1610 | loss: 1.67751e-05 | val_loss: 1.55834e-05 | Time: 2756.22 ms [2022-04-07 07:30:08 main:574] : INFO : Epoch 1611 | loss: 1.71673e-05 | val_loss: 1.50896e-05 | Time: 2714.89 ms [2022-04-07 07:30:11 main:574] : INFO : Epoch 1612 | loss: 1.64321e-05 | val_loss: 1.55214e-05 | Time: 2669.38 ms [2022-04-07 07:30:14 main:574] : INFO : Epoch 1613 | loss: 1.64995e-05 | val_loss: 1.49609e-05 | Time: 2765.12 ms [2022-04-07 07:30:16 main:574] : INFO : Epoch 1614 | loss: 1.62483e-05 | val_loss: 1.4976e-05 | Time: 2781.64 ms [2022-04-07 07:30:19 main:574] : INFO : Epoch 1615 | loss: 1.6281e-05 | val_loss: 1.52611e-05 | Time: 2713.64 ms [2022-04-07 07:30:22 main:574] : INFO : Epoch 1616 | loss: 1.63167e-05 | val_loss: 1.48904e-05 | Time: 2702.08 ms [2022-04-07 07:30:25 main:574] : INFO : Epoch 1617 | loss: 1.67754e-05 | val_loss: 1.54432e-05 | Time: 2730.19 ms [2022-04-07 07:30:27 main:574] : INFO : Epoch 1618 | loss: 1.6544e-05 | val_loss: 1.53394e-05 | Time: 2817.95 ms [2022-04-07 07:30:30 main:574] : INFO : Epoch 1619 | loss: 1.63198e-05 | val_loss: 1.5319e-05 | Time: 2844.53 ms [2022-04-07 07:30:33 main:574] : INFO : Epoch 1620 | loss: 1.61627e-05 | val_loss: 1.45863e-05 | Time: 2697.8 ms [2022-04-07 07:30:36 main:574] : INFO : Epoch 1621 | loss: 1.5961e-05 | val_loss: 1.46605e-05 | Time: 2750.05 ms [2022-04-07 07:30:38 main:574] : INFO : Epoch 1622 | loss: 1.58403e-05 | val_loss: 1.46714e-05 | Time: 2734.71 ms [2022-04-07 07:30:41 main:574] : INFO : Epoch 1623 | loss: 1.57957e-05 | val_loss: 1.46435e-05 | Time: 2775.48 ms [2022-04-07 07:30:44 main:574] : INFO : Epoch 1624 | loss: 1.57705e-05 | val_loss: 1.4513e-05 | Time: 2761.82 ms [2022-04-07 07:30:47 main:574] : INFO : Epoch 1625 | loss: 1.56201e-05 | val_loss: 1.44125e-05 | Time: 2725.59 ms [2022-04-07 07:30:49 main:574] : INFO : Epoch 1626 | loss: 1.57093e-05 | val_loss: 1.44871e-05 | Time: 2808.07 ms [2022-04-07 07:30:52 main:574] : INFO : Epoch 1627 | loss: 1.57197e-05 | val_loss: 1.44707e-05 | Time: 2816.64 ms [2022-04-07 07:30:55 main:574] : INFO : Epoch 1628 | loss: 1.5586e-05 | val_loss: 1.44996e-05 | Time: 2840.3 ms [2022-04-07 07:30:58 main:574] : INFO : Epoch 1629 | loss: 1.62454e-05 | val_loss: 1.44519e-05 | Time: 2694.88 ms [2022-04-07 07:31:01 main:574] : INFO : Epoch 1630 | loss: 1.57778e-05 | val_loss: 1.4548e-05 | Time: 2749.31 ms [2022-04-07 07:31:03 main:574] : INFO : Epoch 1631 | loss: 1.55407e-05 | val_loss: 1.41576e-05 | Time: 2675.61 ms [2022-04-07 07:31:06 main:574] : INFO : Epoch 1632 | loss: 1.54504e-05 | val_loss: 1.44802e-05 | Time: 2713.95 ms [2022-04-07 07:31:09 main:574] : INFO : Epoch 1633 | loss: 1.56387e-05 | val_loss: 1.48695e-05 | Time: 2838.52 ms [2022-04-07 07:31:12 main:574] : INFO : Epoch 1634 | loss: 1.58614e-05 | val_loss: 1.42403e-05 | Time: 2778.8 ms [2022-04-07 07:31:14 main:574] : INFO : Epoch 1635 | loss: 1.52921e-05 | val_loss: 1.42822e-05 | Time: 2734.82 ms [2022-04-07 07:31:17 main:574] : INFO : Epoch 1636 | loss: 1.52898e-05 | val_loss: 1.39291e-05 | Time: 2815.13 ms [2022-04-07 07:31:20 main:574] : INFO : Epoch 1637 | loss: 1.58953e-05 | val_loss: 1.47056e-05 | Time: 2684.7 ms [2022-04-07 07:31:23 main:574] : INFO : Epoch 1638 | loss: 1.55611e-05 | val_loss: 1.44992e-05 | Time: 2793.51 ms [2022-04-07 07:31:25 main:574] : INFO : Epoch 1639 | loss: 1.51231e-05 | val_loss: 1.38592e-05 | Time: 2844.67 ms [2022-04-07 07:31:28 main:574] : INFO : Epoch 1640 | loss: 1.50677e-05 | val_loss: 1.41308e-05 | Time: 2750.01 ms [2022-04-07 07:31:31 main:574] : INFO : Epoch 1641 | loss: 1.5189e-05 | val_loss: 1.43731e-05 | Time: 2721.02 ms [2022-04-07 07:31:34 main:574] : INFO : Epoch 1642 | loss: 1.51265e-05 | val_loss: 1.39986e-05 | Time: 2806.78 ms [2022-04-07 07:31:37 main:574] : INFO : Epoch 1643 | loss: 1.57188e-05 | val_loss: 1.50504e-05 | Time: 2775.83 ms [2022-04-07 07:31:39 main:574] : INFO : Epoch 1644 | loss: 1.56327e-05 | val_loss: 1.40157e-05 | Time: 2757.42 ms [2022-04-07 07:31:42 main:574] : INFO : Epoch 1645 | loss: 1.52373e-05 | val_loss: 1.38049e-05 | Time: 2769.91 ms [2022-04-07 07:31:45 main:574] : INFO : Epoch 1646 | loss: 1.49226e-05 | val_loss: 1.38349e-05 | Time: 2797.29 ms [2022-04-07 07:31:48 main:574] : INFO : Epoch 1647 | loss: 1.48234e-05 | val_loss: 1.38553e-05 | Time: 2741.85 ms [2022-04-07 07:31:50 main:574] : INFO : Epoch 1648 | loss: 1.48635e-05 | val_loss: 1.41697e-05 | Time: 2830.42 ms [2022-04-07 07:31:53 main:574] : INFO : Epoch 1649 | loss: 1.48527e-05 | val_loss: 1.3596e-05 | Time: 2741.25 ms [2022-04-07 07:31:56 main:574] : INFO : Epoch 1650 | loss: 1.47572e-05 | val_loss: 1.36078e-05 | Time: 2750.25 ms [2022-04-07 07:31:59 main:574] : INFO : Epoch 1651 | loss: 1.48076e-05 | val_loss: 1.38427e-05 | Time: 2719.77 ms [2022-04-07 07:32:01 main:574] : INFO : Epoch 1652 | loss: 1.49901e-05 | val_loss: 1.35949e-05 | Time: 2802.01 ms [2022-04-07 07:32:04 main:574] : INFO : Epoch 1653 | loss: 1.57792e-05 | val_loss: 1.60116e-05 | Time: 2709.96 ms [2022-04-07 07:32:07 main:574] : INFO : Epoch 1654 | loss: 1.5222e-05 | val_loss: 1.41042e-05 | Time: 2718.29 ms [2022-04-07 07:32:10 main:574] : INFO : Epoch 1655 | loss: 1.46722e-05 | val_loss: 1.3421e-05 | Time: 2720.8 ms [2022-04-07 07:32:12 main:574] : INFO : Epoch 1656 | loss: 1.45289e-05 | val_loss: 1.37034e-05 | Time: 2822.47 ms [2022-04-07 07:32:15 main:574] : INFO : Epoch 1657 | loss: 1.47175e-05 | val_loss: 1.35257e-05 | Time: 2800.18 ms [2022-04-07 07:32:18 main:574] : INFO : Epoch 1658 | loss: 1.44668e-05 | val_loss: 1.3325e-05 | Time: 2764.54 ms [2022-04-07 07:32:21 main:574] : INFO : Epoch 1659 | loss: 1.4388e-05 | val_loss: 1.32155e-05 | Time: 2695.35 ms [2022-04-07 07:32:23 main:574] : INFO : Epoch 1660 | loss: 1.44559e-05 | val_loss: 1.33922e-05 | Time: 2643.6 ms [2022-04-07 07:32:26 main:574] : INFO : Epoch 1661 | loss: 1.51974e-05 | val_loss: 1.3433e-05 | Time: 2787.53 ms [2022-04-07 07:32:29 main:574] : INFO : Epoch 1662 | loss: 1.46685e-05 | val_loss: 1.34201e-05 | Time: 2728.25 ms [2022-04-07 07:32:32 main:574] : INFO : Epoch 1663 | loss: 1.46276e-05 | val_loss: 1.34159e-05 | Time: 2769.93 ms [2022-04-07 07:32:34 main:574] : INFO : Epoch 1664 | loss: 1.43689e-05 | val_loss: 1.30773e-05 | Time: 2702.29 ms [2022-04-07 07:32:37 main:574] : INFO : Epoch 1665 | loss: 1.44478e-05 | val_loss: 1.37716e-05 | Time: 2768.93 ms [2022-04-07 07:32:40 main:574] : INFO : Epoch 1666 | loss: 1.47924e-05 | val_loss: 1.43629e-05 | Time: 2809.95 ms [2022-04-07 07:32:43 main:574] : INFO : Epoch 1667 | loss: 1.47331e-05 | val_loss: 1.33816e-05 | Time: 2775.46 ms [2022-04-07 07:32:45 main:574] : INFO : Epoch 1668 | loss: 1.43927e-05 | val_loss: 1.32117e-05 | Time: 2755.79 ms [2022-04-07 07:32:48 main:574] : INFO : Epoch 1669 | loss: 1.42987e-05 | val_loss: 1.32515e-05 | Time: 2606.41 ms [2022-04-07 07:32:51 main:574] : INFO : Epoch 1670 | loss: 1.47652e-05 | val_loss: 1.41556e-05 | Time: 2743.01 ms [2022-04-07 07:32:54 main:574] : INFO : Epoch 1671 | loss: 1.47014e-05 | val_loss: 1.36518e-05 | Time: 2778.83 ms [2022-04-07 07:32:56 main:574] : INFO : Epoch 1672 | loss: 1.4337e-05 | val_loss: 1.2958e-05 | Time: 2759.55 ms [2022-04-07 07:32:59 main:574] : INFO : Epoch 1673 | loss: 1.47259e-05 | val_loss: 1.37468e-05 | Time: 2738.17 ms [2022-04-07 07:33:02 main:574] : INFO : Epoch 1674 | loss: 1.43587e-05 | val_loss: 1.3019e-05 | Time: 2740.97 ms [2022-04-07 07:33:05 main:574] : INFO : Epoch 1675 | loss: 1.41076e-05 | val_loss: 1.29753e-05 | Time: 2817.09 ms [2022-04-07 07:33:07 main:574] : INFO : Epoch 1676 | loss: 1.40647e-05 | val_loss: 1.31075e-05 | Time: 2771.06 ms [2022-04-07 07:33:10 main:574] : INFO : Epoch 1677 | loss: 1.41726e-05 | val_loss: 1.34589e-05 | Time: 2706.19 ms [2022-04-07 07:33:13 main:574] : INFO : Epoch 1678 | loss: 1.48423e-05 | val_loss: 1.34472e-05 | Time: 2770.18 ms [2022-04-07 07:33:16 main:574] : INFO : Epoch 1679 | loss: 1.46405e-05 | val_loss: 1.4672e-05 | Time: 2698.42 ms [2022-04-07 07:33:18 main:574] : INFO : Epoch 1680 | loss: 1.5068e-05 | val_loss: 1.47303e-05 | Time: 2717.45 ms [2022-04-07 07:33:21 main:574] : INFO : Epoch 1681 | loss: 1.44271e-05 | val_loss: 1.29121e-05 | Time: 2839.69 ms [2022-04-07 07:33:24 main:574] : INFO : Epoch 1682 | loss: 1.38177e-05 | val_loss: 1.29761e-05 | Time: 2775.87 ms [2022-04-07 07:33:27 main:574] : INFO : Epoch 1683 | loss: 1.39186e-05 | val_loss: 1.34025e-05 | Time: 2725.25 ms [2022-04-07 07:33:29 main:574] : INFO : Epoch 1684 | loss: 1.36947e-05 | val_loss: 1.28468e-05 | Time: 2761.8 ms [2022-04-07 07:33:32 main:574] : INFO : Epoch 1685 | loss: 1.37393e-05 | val_loss: 1.37906e-05 | Time: 2852.64 ms [2022-04-07 07:33:35 main:574] : INFO : Epoch 1686 | loss: 1.40066e-05 | val_loss: 1.36684e-05 | Time: 2794 ms [2022-04-07 07:33:38 main:574] : INFO : Epoch 1687 | loss: 1.42672e-05 | val_loss: 1.35017e-05 | Time: 2682.8 ms [2022-04-07 07:33:40 main:574] : INFO : Epoch 1688 | loss: 1.40596e-05 | val_loss: 1.43363e-05 | Time: 2691.47 ms [2022-04-07 07:33:43 main:574] : INFO : Epoch 1689 | loss: 1.44553e-05 | val_loss: 1.33862e-05 | Time: 2728.68 ms [2022-04-07 07:33:46 main:574] : INFO : Epoch 1690 | loss: 1.36556e-05 | val_loss: 1.25462e-05 | Time: 2781.95 ms [2022-04-07 07:33:49 main:574] : INFO : Epoch 1691 | loss: 1.33722e-05 | val_loss: 1.26088e-05 | Time: 2739.97 ms [2022-04-07 07:33:52 main:574] : INFO : Epoch 1692 | loss: 1.32791e-05 | val_loss: 1.25258e-05 | Time: 2809 ms [2022-04-07 07:33:54 main:574] : INFO : Epoch 1693 | loss: 1.33797e-05 | val_loss: 1.36304e-05 | Time: 2688.46 ms [2022-04-07 07:33:57 main:574] : INFO : Epoch 1694 | loss: 1.46691e-05 | val_loss: 1.27609e-05 | Time: 2795.19 ms [2022-04-07 07:34:00 main:574] : INFO : Epoch 1695 | loss: 1.34635e-05 | val_loss: 1.24557e-05 | Time: 2755.09 ms [2022-04-07 07:34:02 main:574] : INFO : Epoch 1696 | loss: 1.413e-05 | val_loss: 1.53331e-05 | Time: 2654.36 ms [2022-04-07 07:34:05 main:574] : INFO : Epoch 1697 | loss: 1.42618e-05 | val_loss: 1.24893e-05 | Time: 2695.31 ms [2022-04-07 07:34:08 main:574] : INFO : Epoch 1698 | loss: 1.33892e-05 | val_loss: 1.2538e-05 | Time: 2668.92 ms [2022-04-07 07:34:11 main:574] : INFO : Epoch 1699 | loss: 1.35998e-05 | val_loss: 1.29987e-05 | Time: 2786.13 ms [2022-04-07 07:34:13 main:574] : INFO : Epoch 1700 | loss: 1.34773e-05 | val_loss: 1.24948e-05 | Time: 2817.82 ms [2022-04-07 07:34:16 main:574] : INFO : Epoch 1701 | loss: 1.32004e-05 | val_loss: 1.24357e-05 | Time: 2683.94 ms [2022-04-07 07:34:19 main:574] : INFO : Epoch 1702 | loss: 1.3619e-05 | val_loss: 1.4131e-05 | Time: 2738.59 ms [2022-04-07 07:34:22 main:574] : INFO : Epoch 1703 | loss: 1.44897e-05 | val_loss: 1.30586e-05 | Time: 2705.14 ms [2022-04-07 07:34:24 main:574] : INFO : Epoch 1704 | loss: 1.36182e-05 | val_loss: 1.26991e-05 | Time: 2795.3 ms [2022-04-07 07:34:27 main:574] : INFO : Epoch 1705 | loss: 1.37069e-05 | val_loss: 1.28506e-05 | Time: 2779.55 ms [2022-04-07 07:34:30 main:574] : INFO : Epoch 1706 | loss: 1.3598e-05 | val_loss: 1.32676e-05 | Time: 2680.93 ms [2022-04-07 07:34:32 main:574] : INFO : Epoch 1707 | loss: 1.34139e-05 | val_loss: 1.25116e-05 | Time: 2666.48 ms [2022-04-07 07:34:35 main:574] : INFO : Epoch 1708 | loss: 1.33234e-05 | val_loss: 1.28363e-05 | Time: 2694.28 ms [2022-04-07 07:34:38 main:574] : INFO : Epoch 1709 | loss: 1.33933e-05 | val_loss: 1.2476e-05 | Time: 2777.97 ms [2022-04-07 07:34:41 main:574] : INFO : Epoch 1710 | loss: 1.33442e-05 | val_loss: 1.30004e-05 | Time: 2789.69 ms [2022-04-07 07:34:43 main:574] : INFO : Epoch 1711 | loss: 1.42539e-05 | val_loss: 1.38385e-05 | Time: 2737.77 ms [2022-04-07 07:34:46 main:574] : INFO : Epoch 1712 | loss: 1.35575e-05 | val_loss: 1.24584e-05 | Time: 2772.06 ms [2022-04-07 07:34:49 main:574] : INFO : Epoch 1713 | loss: 1.34484e-05 | val_loss: 1.33156e-05 | Time: 2818.66 ms [2022-04-07 07:34:52 main:574] : INFO : Epoch 1714 | loss: 1.37082e-05 | val_loss: 1.30697e-05 | Time: 2774.36 ms [2022-04-07 07:34:55 main:574] : INFO : Epoch 1715 | loss: 1.34049e-05 | val_loss: 1.28198e-05 | Time: 2722.33 ms [2022-04-07 07:34:57 main:574] : INFO : Epoch 1716 | loss: 1.31368e-05 | val_loss: 1.23632e-05 | Time: 2691.95 ms [2022-04-07 07:35:00 main:574] : INFO : Epoch 1717 | loss: 1.34039e-05 | val_loss: 1.49304e-05 | Time: 2755.85 ms [2022-04-07 07:35:03 main:574] : INFO : Epoch 1718 | loss: 1.71685e-05 | val_loss: 1.3841e-05 | Time: 2737.96 ms [2022-04-07 07:35:06 main:574] : INFO : Epoch 1719 | loss: 1.39641e-05 | val_loss: 1.32209e-05 | Time: 2801.28 ms [2022-04-07 07:35:08 main:574] : INFO : Epoch 1720 | loss: 1.35081e-05 | val_loss: 1.22942e-05 | Time: 2762.29 ms [2022-04-07 07:35:11 main:574] : INFO : Epoch 1721 | loss: 1.30385e-05 | val_loss: 1.22605e-05 | Time: 2734.58 ms [2022-04-07 07:35:14 main:574] : INFO : Epoch 1722 | loss: 1.29778e-05 | val_loss: 1.22676e-05 | Time: 2717.17 ms [2022-04-07 07:35:17 main:574] : INFO : Epoch 1723 | loss: 1.29159e-05 | val_loss: 1.23236e-05 | Time: 2762.29 ms [2022-04-07 07:35:19 main:574] : INFO : Epoch 1724 | loss: 1.30877e-05 | val_loss: 1.28521e-05 | Time: 2706.35 ms [2022-04-07 07:35:22 main:574] : INFO : Epoch 1725 | loss: 1.32758e-05 | val_loss: 1.24242e-05 | Time: 2758.08 ms [2022-04-07 07:35:25 main:574] : INFO : Epoch 1726 | loss: 1.3429e-05 | val_loss: 1.22828e-05 | Time: 2654.11 ms [2022-04-07 07:35:27 main:574] : INFO : Epoch 1727 | loss: 1.30564e-05 | val_loss: 1.2209e-05 | Time: 2691.22 ms [2022-04-07 07:35:30 main:574] : INFO : Epoch 1728 | loss: 1.29829e-05 | val_loss: 1.23188e-05 | Time: 2751.11 ms [2022-04-07 07:35:33 main:574] : INFO : Epoch 1729 | loss: 1.33445e-05 | val_loss: 1.32743e-05 | Time: 2818.67 ms [2022-04-07 07:35:36 main:574] : INFO : Epoch 1730 | loss: 1.55247e-05 | val_loss: 1.35112e-05 | Time: 2710.76 ms [2022-04-07 07:35:38 main:574] : INFO : Epoch 1731 | loss: 1.35691e-05 | val_loss: 1.22997e-05 | Time: 2719.42 ms [2022-04-07 07:35:41 main:574] : INFO : Epoch 1732 | loss: 1.29779e-05 | val_loss: 1.22168e-05 | Time: 2844 ms [2022-04-07 07:35:44 main:574] : INFO : Epoch 1733 | loss: 1.30525e-05 | val_loss: 1.2341e-05 | Time: 2759.04 ms [2022-04-07 07:35:47 main:574] : INFO : Epoch 1734 | loss: 1.3239e-05 | val_loss: 1.24701e-05 | Time: 2712.31 ms [2022-04-07 07:35:49 main:574] : INFO : Epoch 1735 | loss: 1.53111e-05 | val_loss: 1.43424e-05 | Time: 2735.62 ms [2022-04-07 07:35:52 main:574] : INFO : Epoch 1736 | loss: 1.3542e-05 | val_loss: 1.21778e-05 | Time: 2791.99 ms [2022-04-07 07:35:55 main:574] : INFO : Epoch 1737 | loss: 1.30451e-05 | val_loss: 1.2347e-05 | Time: 2752.01 ms [2022-04-07 07:35:58 main:574] : INFO : Epoch 1738 | loss: 1.30949e-05 | val_loss: 1.2447e-05 | Time: 2790.48 ms [2022-04-07 07:36:00 main:574] : INFO : Epoch 1739 | loss: 1.31564e-05 | val_loss: 1.2476e-05 | Time: 2696.85 ms [2022-04-07 07:36:03 main:574] : INFO : Epoch 1740 | loss: 1.31543e-05 | val_loss: 1.24178e-05 | Time: 2652.62 ms [2022-04-07 07:36:06 main:574] : INFO : Epoch 1741 | loss: 1.32829e-05 | val_loss: 1.28633e-05 | Time: 2798.38 ms [2022-04-07 07:36:09 main:574] : INFO : Epoch 1742 | loss: 1.42712e-05 | val_loss: 1.67616e-05 | Time: 2745.4 ms [2022-04-07 07:36:11 main:574] : INFO : Epoch 1743 | loss: 1.4541e-05 | val_loss: 1.2637e-05 | Time: 2712.66 ms [2022-04-07 07:36:14 main:574] : INFO : Epoch 1744 | loss: 1.30772e-05 | val_loss: 1.26718e-05 | Time: 2687.74 ms [2022-04-07 07:36:17 main:574] : INFO : Epoch 1745 | loss: 1.31947e-05 | val_loss: 1.25256e-05 | Time: 2646.53 ms [2022-04-07 07:36:20 main:574] : INFO : Epoch 1746 | loss: 1.32564e-05 | val_loss: 1.25334e-05 | Time: 2806.21 ms [2022-04-07 07:36:22 main:574] : INFO : Epoch 1747 | loss: 1.31463e-05 | val_loss: 1.23305e-05 | Time: 2685.79 ms [2022-04-07 07:36:25 main:574] : INFO : Epoch 1748 | loss: 1.32124e-05 | val_loss: 1.4264e-05 | Time: 2781.46 ms [2022-04-07 07:36:28 main:574] : INFO : Epoch 1749 | loss: 1.44512e-05 | val_loss: 1.34236e-05 | Time: 2801.1 ms [2022-04-07 07:36:30 main:574] : INFO : Epoch 1750 | loss: 1.35517e-05 | val_loss: 1.25478e-05 | Time: 2655.24 ms [2022-04-07 07:36:33 main:574] : INFO : Epoch 1751 | loss: 1.3221e-05 | val_loss: 1.2619e-05 | Time: 2733.4 ms [2022-04-07 07:36:36 main:574] : INFO : Epoch 1752 | loss: 1.35996e-05 | val_loss: 1.26712e-05 | Time: 2751.64 ms [2022-04-07 07:36:39 main:574] : INFO : Epoch 1753 | loss: 1.33823e-05 | val_loss: 1.33844e-05 | Time: 2632.15 ms [2022-04-07 07:36:41 main:574] : INFO : Epoch 1754 | loss: 1.37658e-05 | val_loss: 1.23003e-05 | Time: 2658.22 ms [2022-04-07 07:36:44 main:574] : INFO : Epoch 1755 | loss: 1.29836e-05 | val_loss: 1.22032e-05 | Time: 2776.17 ms [2022-04-07 07:36:47 main:574] : INFO : Epoch 1756 | loss: 1.35728e-05 | val_loss: 1.47218e-05 | Time: 2721.76 ms [2022-04-07 07:36:49 main:574] : INFO : Epoch 1757 | loss: 1.38771e-05 | val_loss: 1.25458e-05 | Time: 2715.71 ms [2022-04-07 07:36:52 main:574] : INFO : Epoch 1758 | loss: 1.32658e-05 | val_loss: 1.25959e-05 | Time: 2681.56 ms [2022-04-07 07:36:55 main:574] : INFO : Epoch 1759 | loss: 1.38035e-05 | val_loss: 1.32022e-05 | Time: 2791.07 ms [2022-04-07 07:36:58 main:574] : INFO : Epoch 1760 | loss: 1.33146e-05 | val_loss: 1.25929e-05 | Time: 2816.33 ms [2022-04-07 07:37:01 main:574] : INFO : Epoch 1761 | loss: 1.31366e-05 | val_loss: 1.2204e-05 | Time: 2805.45 ms [2022-04-07 07:37:03 main:574] : INFO : Epoch 1762 | loss: 1.31032e-05 | val_loss: 1.42175e-05 | Time: 2752.09 ms [2022-04-07 07:37:06 main:574] : INFO : Epoch 1763 | loss: 1.62663e-05 | val_loss: 1.47978e-05 | Time: 2683.87 ms [2022-04-07 07:37:09 main:574] : INFO : Epoch 1764 | loss: 1.37717e-05 | val_loss: 1.24274e-05 | Time: 2662.66 ms [2022-04-07 07:37:11 main:574] : INFO : Epoch 1765 | loss: 1.30037e-05 | val_loss: 1.23558e-05 | Time: 2731.07 ms [2022-04-07 07:37:14 main:574] : INFO : Epoch 1766 | loss: 1.29772e-05 | val_loss: 1.23487e-05 | Time: 2776.92 ms [2022-04-07 07:37:17 main:574] : INFO : Epoch 1767 | loss: 1.31798e-05 | val_loss: 1.26655e-05 | Time: 2702.68 ms [2022-04-07 07:37:20 main:574] : INFO : Epoch 1768 | loss: 1.30173e-05 | val_loss: 1.27037e-05 | Time: 2765.06 ms [2022-04-07 07:37:22 main:574] : INFO : Epoch 1769 | loss: 1.3019e-05 | val_loss: 1.23383e-05 | Time: 2797.43 ms [2022-04-07 07:37:25 main:574] : INFO : Epoch 1770 | loss: 1.38271e-05 | val_loss: 1.28869e-05 | Time: 2751.41 ms [2022-04-07 07:37:28 main:574] : INFO : Epoch 1771 | loss: 1.3178e-05 | val_loss: 1.23106e-05 | Time: 2719.7 ms [2022-04-07 07:37:31 main:574] : INFO : Epoch 1772 | loss: 1.3953e-05 | val_loss: 1.34395e-05 | Time: 2754.71 ms [2022-04-07 07:37:33 main:574] : INFO : Epoch 1773 | loss: 1.31114e-05 | val_loss: 1.23433e-05 | Time: 2677.33 ms [2022-04-07 07:37:36 main:574] : INFO : Epoch 1774 | loss: 1.31674e-05 | val_loss: 1.23158e-05 | Time: 2710.62 ms [2022-04-07 07:37:39 main:574] : INFO : Epoch 1775 | loss: 1.30147e-05 | val_loss: 1.24006e-05 | Time: 2751.3 ms [2022-04-07 07:37:42 main:574] : INFO : Epoch 1776 | loss: 1.36471e-05 | val_loss: 1.27761e-05 | Time: 2785.08 ms [2022-04-07 07:37:44 main:574] : INFO : Epoch 1777 | loss: 1.31899e-05 | val_loss: 1.21214e-05 | Time: 2724.25 ms [2022-04-07 07:37:47 main:574] : INFO : Epoch 1778 | loss: 1.2998e-05 | val_loss: 1.28703e-05 | Time: 2776.6 ms [2022-04-07 07:37:50 main:574] : INFO : Epoch 1779 | loss: 1.50914e-05 | val_loss: 1.30506e-05 | Time: 2724.55 ms [2022-04-07 07:37:53 main:574] : INFO : Epoch 1780 | loss: 1.38078e-05 | val_loss: 1.2441e-05 | Time: 2839.17 ms [2022-04-07 07:37:55 main:574] : INFO : Epoch 1781 | loss: 1.30222e-05 | val_loss: 1.24214e-05 | Time: 2729.01 ms [2022-04-07 07:37:58 main:574] : INFO : Epoch 1782 | loss: 1.31649e-05 | val_loss: 1.24363e-05 | Time: 2776.79 ms [2022-04-07 07:38:01 main:574] : INFO : Epoch 1783 | loss: 1.29707e-05 | val_loss: 1.2186e-05 | Time: 2719.13 ms [2022-04-07 07:38:04 main:574] : INFO : Epoch 1784 | loss: 1.31142e-05 | val_loss: 1.29156e-05 | Time: 2704.27 ms [2022-04-07 07:38:06 main:574] : INFO : Epoch 1785 | loss: 1.34399e-05 | val_loss: 1.23532e-05 | Time: 2697.68 ms [2022-04-07 07:38:09 main:574] : INFO : Epoch 1786 | loss: 1.3649e-05 | val_loss: 1.2328e-05 | Time: 2766 ms [2022-04-07 07:38:12 main:574] : INFO : Epoch 1787 | loss: 1.34951e-05 | val_loss: 1.30344e-05 | Time: 2718.23 ms [2022-04-07 07:38:15 main:574] : INFO : Epoch 1788 | loss: 1.35327e-05 | val_loss: 1.28794e-05 | Time: 2745.95 ms [2022-04-07 07:38:17 main:574] : INFO : Epoch 1789 | loss: 1.34217e-05 | val_loss: 1.31143e-05 | Time: 2749.88 ms [2022-04-07 07:38:20 main:574] : INFO : Epoch 1790 | loss: 1.36817e-05 | val_loss: 1.20488e-05 | Time: 2807.61 ms [2022-04-07 07:38:23 main:574] : INFO : Epoch 1791 | loss: 1.2799e-05 | val_loss: 1.21768e-05 | Time: 2743.95 ms [2022-04-07 07:38:26 main:574] : INFO : Epoch 1792 | loss: 1.33487e-05 | val_loss: 1.26886e-05 | Time: 2780.9 ms [2022-04-07 07:38:28 main:574] : INFO : Epoch 1793 | loss: 1.29698e-05 | val_loss: 1.23148e-05 | Time: 2709.55 ms [2022-04-07 07:38:31 main:574] : INFO : Epoch 1794 | loss: 1.49679e-05 | val_loss: 2.20017e-05 | Time: 2744.55 ms [2022-04-07 07:38:34 main:574] : INFO : Epoch 1795 | loss: 1.63866e-05 | val_loss: 1.36609e-05 | Time: 2725.08 ms [2022-04-07 07:38:37 main:574] : INFO : Epoch 1796 | loss: 1.34726e-05 | val_loss: 1.23055e-05 | Time: 2817.62 ms [2022-04-07 07:38:39 main:574] : INFO : Epoch 1797 | loss: 1.29723e-05 | val_loss: 1.25018e-05 | Time: 2733.53 ms [2022-04-07 07:38:42 main:574] : INFO : Epoch 1798 | loss: 1.29437e-05 | val_loss: 1.21856e-05 | Time: 2709.67 ms [2022-04-07 07:38:45 main:574] : INFO : Epoch 1799 | loss: 1.28536e-05 | val_loss: 1.20768e-05 | Time: 2782.87 ms [2022-04-07 07:38:48 main:574] : INFO : Epoch 1800 | loss: 1.28608e-05 | val_loss: 1.23492e-05 | Time: 2693.57 ms [2022-04-07 07:38:50 main:574] : INFO : Epoch 1801 | loss: 1.29679e-05 | val_loss: 1.21816e-05 | Time: 2714.47 ms [2022-04-07 07:38:53 main:574] : INFO : Epoch 1802 | loss: 1.30085e-05 | val_loss: 1.23551e-05 | Time: 2704.44 ms [2022-04-07 07:38:56 main:574] : INFO : Epoch 1803 | loss: 1.29261e-05 | val_loss: 1.21853e-05 | Time: 2773.29 ms [2022-04-07 07:38:59 main:574] : INFO : Epoch 1804 | loss: 1.29176e-05 | val_loss: 1.26191e-05 | Time: 2750.79 ms [2022-04-07 07:39:01 main:574] : INFO : Epoch 1805 | loss: 1.3261e-05 | val_loss: 1.20425e-05 | Time: 2818.17 ms [2022-04-07 07:39:04 main:574] : INFO : Epoch 1806 | loss: 1.31525e-05 | val_loss: 1.3315e-05 | Time: 2661.56 ms [2022-04-07 07:39:07 main:574] : INFO : Epoch 1807 | loss: 1.34434e-05 | val_loss: 1.23703e-05 | Time: 2744.43 ms [2022-04-07 07:39:10 main:574] : INFO : Epoch 1808 | loss: 1.3038e-05 | val_loss: 1.26614e-05 | Time: 2748.85 ms [2022-04-07 07:39:12 main:574] : INFO : Epoch 1809 | loss: 1.39215e-05 | val_loss: 1.24118e-05 | Time: 2833.47 ms [2022-04-07 07:39:15 main:574] : INFO : Epoch 1810 | loss: 1.29564e-05 | val_loss: 1.1972e-05 | Time: 2746.54 ms [2022-04-07 07:39:18 main:574] : INFO : Epoch 1811 | loss: 1.30415e-05 | val_loss: 1.21696e-05 | Time: 2752.55 ms [2022-04-07 07:39:21 main:574] : INFO : Epoch 1812 | loss: 1.28155e-05 | val_loss: 1.26154e-05 | Time: 2688.61 ms [2022-04-07 07:39:23 main:574] : INFO : Epoch 1813 | loss: 1.37709e-05 | val_loss: 1.54691e-05 | Time: 2762.03 ms [2022-04-07 07:39:26 main:574] : INFO : Epoch 1814 | loss: 1.50411e-05 | val_loss: 1.44745e-05 | Time: 2736.28 ms [2022-04-07 07:39:29 main:574] : INFO : Epoch 1815 | loss: 1.33112e-05 | val_loss: 1.22348e-05 | Time: 2814.46 ms [2022-04-07 07:39:32 main:574] : INFO : Epoch 1816 | loss: 1.30018e-05 | val_loss: 1.19931e-05 | Time: 2805.69 ms [2022-04-07 07:39:34 main:574] : INFO : Epoch 1817 | loss: 1.2888e-05 | val_loss: 1.27225e-05 | Time: 2727.77 ms [2022-04-07 07:39:37 main:574] : INFO : Epoch 1818 | loss: 1.29029e-05 | val_loss: 1.20159e-05 | Time: 2744.07 ms [2022-04-07 07:39:40 main:574] : INFO : Epoch 1819 | loss: 1.27354e-05 | val_loss: 1.22964e-05 | Time: 2737.43 ms [2022-04-07 07:39:43 main:574] : INFO : Epoch 1820 | loss: 1.30129e-05 | val_loss: 1.2933e-05 | Time: 2769.74 ms [2022-04-07 07:39:45 main:574] : INFO : Epoch 1821 | loss: 1.4604e-05 | val_loss: 1.34474e-05 | Time: 2778.59 ms [2022-04-07 07:39:48 main:574] : INFO : Epoch 1822 | loss: 1.39965e-05 | val_loss: 1.29139e-05 | Time: 2744.36 ms [2022-04-07 07:39:51 main:574] : INFO : Epoch 1823 | loss: 1.32119e-05 | val_loss: 1.28139e-05 | Time: 2714.75 ms [2022-04-07 07:39:54 main:574] : INFO : Epoch 1824 | loss: 1.32296e-05 | val_loss: 1.26893e-05 | Time: 2842.37 ms [2022-04-07 07:39:57 main:574] : INFO : Epoch 1825 | loss: 1.31318e-05 | val_loss: 1.24442e-05 | Time: 2837.3 ms [2022-04-07 07:39:59 main:574] : INFO : Epoch 1826 | loss: 1.3068e-05 | val_loss: 1.22256e-05 | Time: 2658.97 ms [2022-04-07 07:40:02 main:574] : INFO : Epoch 1827 | loss: 1.29357e-05 | val_loss: 1.21784e-05 | Time: 2731.3 ms [2022-04-07 07:40:05 main:574] : INFO : Epoch 1828 | loss: 1.3123e-05 | val_loss: 1.23359e-05 | Time: 2689.3 ms [2022-04-07 07:40:07 main:574] : INFO : Epoch 1829 | loss: 1.295e-05 | val_loss: 1.22645e-05 | Time: 2731.65 ms [2022-04-07 07:40:10 main:574] : INFO : Epoch 1830 | loss: 1.33526e-05 | val_loss: 1.30572e-05 | Time: 2638.38 ms [2022-04-07 07:40:13 main:574] : INFO : Epoch 1831 | loss: 1.40227e-05 | val_loss: 1.25116e-05 | Time: 2652.88 ms [2022-04-07 07:40:15 main:574] : INFO : Epoch 1832 | loss: 1.38823e-05 | val_loss: 1.25165e-05 | Time: 2758.12 ms [2022-04-07 07:40:18 main:574] : INFO : Epoch 1833 | loss: 1.32407e-05 | val_loss: 1.36943e-05 | Time: 2752.73 ms [2022-04-07 07:40:21 main:574] : INFO : Epoch 1834 | loss: 1.34218e-05 | val_loss: 1.22145e-05 | Time: 2730.23 ms [2022-04-07 07:40:24 main:574] : INFO : Epoch 1835 | loss: 1.29103e-05 | val_loss: 1.24287e-05 | Time: 2690.15 ms [2022-04-07 07:40:26 main:574] : INFO : Epoch 1836 | loss: 1.31521e-05 | val_loss: 1.27104e-05 | Time: 2705.99 ms [2022-04-07 07:40:29 main:574] : INFO : Epoch 1837 | loss: 1.34001e-05 | val_loss: 1.2361e-05 | Time: 2778.17 ms [2022-04-07 07:40:32 main:574] : INFO : Epoch 1838 | loss: 1.30371e-05 | val_loss: 1.22331e-05 | Time: 2734.71 ms [2022-04-07 07:40:35 main:574] : INFO : Epoch 1839 | loss: 1.34131e-05 | val_loss: 1.37177e-05 | Time: 2776.24 ms [2022-04-07 07:40:37 main:574] : INFO : Epoch 1840 | loss: 1.32785e-05 | val_loss: 1.24413e-05 | Time: 2659.32 ms [2022-04-07 07:40:40 main:574] : INFO : Epoch 1841 | loss: 1.27432e-05 | val_loss: 1.22484e-05 | Time: 2714.51 ms [2022-04-07 07:40:43 main:574] : INFO : Epoch 1842 | loss: 1.28659e-05 | val_loss: 1.29512e-05 | Time: 2858.66 ms [2022-04-07 07:40:46 main:574] : INFO : Epoch 1843 | loss: 1.33117e-05 | val_loss: 1.29939e-05 | Time: 2901.67 ms [2022-04-07 07:40:49 main:574] : INFO : Epoch 1844 | loss: 1.40673e-05 | val_loss: 1.32455e-05 | Time: 2712.42 ms [2022-04-07 07:40:51 main:574] : INFO : Epoch 1845 | loss: 1.32406e-05 | val_loss: 1.34158e-05 | Time: 2700.29 ms [2022-04-07 07:40:54 main:574] : INFO : Epoch 1846 | loss: 1.41248e-05 | val_loss: 1.31949e-05 | Time: 2812.76 ms [2022-04-07 07:40:57 main:574] : INFO : Epoch 1847 | loss: 1.32891e-05 | val_loss: 1.26014e-05 | Time: 2755.3 ms [2022-04-07 07:41:00 main:574] : INFO : Epoch 1848 | loss: 1.29942e-05 | val_loss: 1.23069e-05 | Time: 2861.43 ms [2022-04-07 07:41:02 main:574] : INFO : Epoch 1849 | loss: 1.36222e-05 | val_loss: 1.26797e-05 | Time: 2689.56 ms [2022-04-07 07:41:05 main:574] : INFO : Epoch 1850 | loss: 1.29254e-05 | val_loss: 1.24021e-05 | Time: 2660.71 ms [2022-04-07 07:41:08 main:574] : INFO : Epoch 1851 | loss: 1.28905e-05 | val_loss: 1.22162e-05 | Time: 2662.36 ms [2022-04-07 07:41:10 main:574] : INFO : Epoch 1852 | loss: 1.36662e-05 | val_loss: 1.25469e-05 | Time: 2764.7 ms [2022-04-07 07:41:13 main:574] : INFO : Epoch 1853 | loss: 1.29285e-05 | val_loss: 1.24398e-05 | Time: 2709.27 ms [2022-04-07 07:41:16 main:574] : INFO : Epoch 1854 | loss: 1.30289e-05 | val_loss: 1.29475e-05 | Time: 2618.11 ms [2022-04-07 07:41:18 main:574] : INFO : Epoch 1855 | loss: 1.31376e-05 | val_loss: 1.23452e-05 | Time: 2678.38 ms [2022-04-07 07:41:21 main:574] : INFO : Epoch 1856 | loss: 1.29733e-05 | val_loss: 1.23844e-05 | Time: 2675.09 ms [2022-04-07 07:41:24 main:574] : INFO : Epoch 1857 | loss: 1.31282e-05 | val_loss: 1.27938e-05 | Time: 2703.68 ms [2022-04-07 07:41:27 main:574] : INFO : Epoch 1858 | loss: 1.50124e-05 | val_loss: 1.20753e-05 | Time: 2755.1 ms [2022-04-07 07:41:29 main:574] : INFO : Epoch 1859 | loss: 1.3575e-05 | val_loss: 1.29023e-05 | Time: 2653.22 ms [2022-04-07 07:41:32 main:574] : INFO : Epoch 1860 | loss: 1.30376e-05 | val_loss: 1.21902e-05 | Time: 2725.18 ms [2022-04-07 07:41:35 main:574] : INFO : Epoch 1861 | loss: 1.29911e-05 | val_loss: 1.23492e-05 | Time: 2876.4 ms [2022-04-07 07:41:38 main:574] : INFO : Epoch 1862 | loss: 1.28108e-05 | val_loss: 1.23468e-05 | Time: 2755.36 ms [2022-04-07 07:41:40 main:574] : INFO : Epoch 1863 | loss: 1.29031e-05 | val_loss: 1.22438e-05 | Time: 2784.24 ms [2022-04-07 07:41:43 main:574] : INFO : Epoch 1864 | loss: 1.29674e-05 | val_loss: 1.28939e-05 | Time: 2665.13 ms [2022-04-07 07:41:46 main:574] : INFO : Epoch 1865 | loss: 1.33033e-05 | val_loss: 1.45827e-05 | Time: 2671.68 ms [2022-04-07 07:41:49 main:574] : INFO : Epoch 1866 | loss: 1.40303e-05 | val_loss: 1.3215e-05 | Time: 2788.19 ms [2022-04-07 07:41:51 main:574] : INFO : Epoch 1867 | loss: 1.327e-05 | val_loss: 1.22122e-05 | Time: 2890.54 ms [2022-04-07 07:41:54 main:574] : INFO : Epoch 1868 | loss: 1.29076e-05 | val_loss: 1.19989e-05 | Time: 2652.09 ms [2022-04-07 07:41:57 main:574] : INFO : Epoch 1869 | loss: 1.30238e-05 | val_loss: 1.23332e-05 | Time: 2677.68 ms [2022-04-07 07:41:59 main:574] : INFO : Epoch 1870 | loss: 1.32598e-05 | val_loss: 1.28323e-05 | Time: 2687.65 ms [2022-04-07 07:42:02 main:574] : INFO : Epoch 1871 | loss: 1.506e-05 | val_loss: 1.21463e-05 | Time: 2768.64 ms [2022-04-07 07:42:05 main:574] : INFO : Epoch 1872 | loss: 1.31658e-05 | val_loss: 1.26162e-05 | Time: 2829.49 ms [2022-04-07 07:42:08 main:574] : INFO : Epoch 1873 | loss: 1.30148e-05 | val_loss: 1.23198e-05 | Time: 2699.15 ms [2022-04-07 07:42:10 main:574] : INFO : Epoch 1874 | loss: 1.30837e-05 | val_loss: 1.25562e-05 | Time: 2715.21 ms [2022-04-07 07:42:13 main:574] : INFO : Epoch 1875 | loss: 1.29412e-05 | val_loss: 1.21489e-05 | Time: 2730.34 ms [2022-04-07 07:42:16 main:574] : INFO : Epoch 1876 | loss: 1.29308e-05 | val_loss: 1.26096e-05 | Time: 2783.56 ms [2022-04-07 07:42:19 main:574] : INFO : Epoch 1877 | loss: 1.29701e-05 | val_loss: 1.27648e-05 | Time: 2826.16 ms [2022-04-07 07:42:21 main:574] : INFO : Epoch 1878 | loss: 1.37218e-05 | val_loss: 1.20439e-05 | Time: 2643.26 ms [2022-04-07 07:42:24 main:574] : INFO : Epoch 1879 | loss: 1.27662e-05 | val_loss: 1.24226e-05 | Time: 2633.56 ms [2022-04-07 07:42:27 main:574] : INFO : Epoch 1880 | loss: 1.31445e-05 | val_loss: 1.27731e-05 | Time: 2676.56 ms [2022-04-07 07:42:30 main:574] : INFO : Epoch 1881 | loss: 1.3471e-05 | val_loss: 1.22427e-05 | Time: 2813.15 ms [2022-04-07 07:42:32 main:574] : INFO : Epoch 1882 | loss: 1.361e-05 | val_loss: 1.41031e-05 | Time: 2741.4 ms [2022-04-07 07:42:35 main:574] : INFO : Epoch 1883 | loss: 1.38768e-05 | val_loss: 1.27501e-05 | Time: 2594.46 ms [2022-04-07 07:42:38 main:574] : INFO : Epoch 1884 | loss: 1.35207e-05 | val_loss: 1.29463e-05 | Time: 2691.64 ms [2022-04-07 07:42:40 main:574] : INFO : Epoch 1885 | loss: 1.35254e-05 | val_loss: 1.28516e-05 | Time: 2806.99 ms [2022-04-07 07:42:43 main:574] : INFO : Epoch 1886 | loss: 1.32223e-05 | val_loss: 1.21965e-05 | Time: 2752.74 ms [2022-04-07 07:42:46 main:574] : INFO : Epoch 1887 | loss: 1.27465e-05 | val_loss: 1.20568e-05 | Time: 2760.69 ms [2022-04-07 07:42:49 main:574] : INFO : Epoch 1888 | loss: 1.29233e-05 | val_loss: 1.23951e-05 | Time: 2674.96 ms [2022-04-07 07:42:51 main:574] : INFO : Epoch 1889 | loss: 1.30784e-05 | val_loss: 1.24671e-05 | Time: 2739.63 ms [2022-04-07 07:42:54 main:574] : INFO : Epoch 1890 | loss: 1.31203e-05 | val_loss: 1.30524e-05 | Time: 2779.44 ms [2022-04-07 07:42:57 main:574] : INFO : Epoch 1891 | loss: 1.33773e-05 | val_loss: 1.26606e-05 | Time: 2803.77 ms [2022-04-07 07:43:00 main:574] : INFO : Epoch 1892 | loss: 1.35479e-05 | val_loss: 1.31601e-05 | Time: 2785 ms [2022-04-07 07:43:02 main:574] : INFO : Epoch 1893 | loss: 1.3321e-05 | val_loss: 1.21372e-05 | Time: 2659.94 ms [2022-04-07 07:43:05 main:574] : INFO : Epoch 1894 | loss: 1.32483e-05 | val_loss: 1.26004e-05 | Time: 2771.41 ms [2022-04-07 07:43:08 main:574] : INFO : Epoch 1895 | loss: 1.31286e-05 | val_loss: 1.24748e-05 | Time: 2751.56 ms [2022-04-07 07:43:11 main:574] : INFO : Epoch 1896 | loss: 1.34647e-05 | val_loss: 1.22241e-05 | Time: 2769.2 ms [2022-04-07 07:43:13 main:574] : INFO : Epoch 1897 | loss: 1.29942e-05 | val_loss: 1.25013e-05 | Time: 2749.9 ms [2022-04-07 07:43:16 main:574] : INFO : Epoch 1898 | loss: 1.31254e-05 | val_loss: 1.26531e-05 | Time: 2715.37 ms [2022-04-07 07:43:19 main:574] : INFO : Epoch 1899 | loss: 1.38257e-05 | val_loss: 1.20429e-05 | Time: 2692.33 ms [2022-04-07 07:43:22 main:574] : INFO : Epoch 1900 | loss: 1.33743e-05 | val_loss: 1.2212e-05 | Time: 2802.21 ms [2022-04-07 07:43:24 main:574] : INFO : Epoch 1901 | loss: 1.32726e-05 | val_loss: 1.28888e-05 | Time: 2733.87 ms [2022-04-07 07:43:27 main:574] : INFO : Epoch 1902 | loss: 1.33612e-05 | val_loss: 1.31088e-05 | Time: 2684.89 ms [2022-04-07 07:43:30 main:574] : INFO : Epoch 1903 | loss: 1.34546e-05 | val_loss: 1.35797e-05 | Time: 2712.54 ms [2022-04-07 07:43:33 main:574] : INFO : Epoch 1904 | loss: 1.41623e-05 | val_loss: 1.25458e-05 | Time: 2703.37 ms [2022-04-07 07:43:35 main:574] : INFO : Epoch 1905 | loss: 1.30104e-05 | val_loss: 1.21713e-05 | Time: 2791.26 ms [2022-04-07 07:43:38 main:574] : INFO : Epoch 1906 | loss: 1.2761e-05 | val_loss: 1.20227e-05 | Time: 2801.15 ms [2022-04-07 07:43:41 main:574] : INFO : Epoch 1907 | loss: 1.30201e-05 | val_loss: 1.23541e-05 | Time: 2657.55 ms [2022-04-07 07:43:43 main:574] : INFO : Epoch 1908 | loss: 1.29638e-05 | val_loss: 1.31518e-05 | Time: 2653.22 ms [2022-04-07 07:43:46 main:574] : INFO : Epoch 1909 | loss: 1.5155e-05 | val_loss: 1.43326e-05 | Time: 2759.63 ms [2022-04-07 07:43:49 main:574] : INFO : Epoch 1910 | loss: 1.35819e-05 | val_loss: 1.33886e-05 | Time: 2792.03 ms [2022-04-07 07:43:52 main:574] : INFO : Epoch 1911 | loss: 1.34259e-05 | val_loss: 1.22216e-05 | Time: 2818.77 ms [2022-04-07 07:43:54 main:574] : INFO : Epoch 1912 | loss: 1.27986e-05 | val_loss: 1.22087e-05 | Time: 2651.32 ms [2022-04-07 07:43:57 main:574] : INFO : Epoch 1913 | loss: 1.27433e-05 | val_loss: 1.20936e-05 | Time: 2804.93 ms [2022-04-07 07:44:00 main:574] : INFO : Epoch 1914 | loss: 1.30326e-05 | val_loss: 1.22755e-05 | Time: 2790.13 ms [2022-04-07 07:44:03 main:574] : INFO : Epoch 1915 | loss: 1.29869e-05 | val_loss: 1.21868e-05 | Time: 2795.32 ms [2022-04-07 07:44:06 main:574] : INFO : Epoch 1916 | loss: 1.28934e-05 | val_loss: 1.21819e-05 | Time: 2688.79 ms [2022-04-07 07:44:08 main:574] : INFO : Epoch 1917 | loss: 1.2836e-05 | val_loss: 1.25792e-05 | Time: 2822.62 ms [2022-04-07 07:44:11 main:574] : INFO : Epoch 1918 | loss: 1.29139e-05 | val_loss: 1.2334e-05 | Time: 2642.54 ms [2022-04-07 07:44:14 main:574] : INFO : Epoch 1919 | loss: 1.61029e-05 | val_loss: 1.33048e-05 | Time: 2712.23 ms [2022-04-07 07:44:16 main:574] : INFO : Epoch 1920 | loss: 1.34092e-05 | val_loss: 1.21205e-05 | Time: 2693.92 ms [2022-04-07 07:44:19 main:574] : INFO : Epoch 1921 | loss: 1.30277e-05 | val_loss: 1.24686e-05 | Time: 2648.55 ms [2022-04-07 07:44:22 main:574] : INFO : Epoch 1922 | loss: 1.29861e-05 | val_loss: 1.26259e-05 | Time: 2686.4 ms [2022-04-07 07:44:24 main:574] : INFO : Epoch 1923 | loss: 1.29969e-05 | val_loss: 1.22386e-05 | Time: 2687.44 ms [2022-04-07 07:44:27 main:574] : INFO : Epoch 1924 | loss: 1.28984e-05 | val_loss: 1.27823e-05 | Time: 2739.9 ms [2022-04-07 07:44:30 main:574] : INFO : Epoch 1925 | loss: 1.29736e-05 | val_loss: 1.2271e-05 | Time: 2706.19 ms [2022-04-07 07:44:33 main:574] : INFO : Epoch 1926 | loss: 1.3106e-05 | val_loss: 1.20972e-05 | Time: 2655.53 ms [2022-04-07 07:44:35 main:574] : INFO : Epoch 1927 | loss: 1.33895e-05 | val_loss: 1.33092e-05 | Time: 2715.44 ms [2022-04-07 07:44:38 main:574] : INFO : Epoch 1928 | loss: 1.32578e-05 | val_loss: 1.24132e-05 | Time: 2784.11 ms [2022-04-07 07:44:41 main:574] : INFO : Epoch 1929 | loss: 1.38066e-05 | val_loss: 1.23859e-05 | Time: 2689.21 ms [2022-04-07 07:44:43 main:574] : INFO : Epoch 1930 | loss: 1.27928e-05 | val_loss: 1.19843e-05 | Time: 2674.74 ms [2022-04-07 07:44:46 main:574] : INFO : Epoch 1931 | loss: 1.26529e-05 | val_loss: 1.2271e-05 | Time: 2671.71 ms [2022-04-07 07:44:49 main:574] : INFO : Epoch 1932 | loss: 1.3519e-05 | val_loss: 1.23098e-05 | Time: 2682.4 ms [2022-04-07 07:44:52 main:574] : INFO : Epoch 1933 | loss: 1.29769e-05 | val_loss: 1.18987e-05 | Time: 2725.14 ms [2022-04-07 07:44:54 main:574] : INFO : Epoch 1934 | loss: 1.27878e-05 | val_loss: 1.22158e-05 | Time: 2760.43 ms [2022-04-07 07:44:57 main:574] : INFO : Epoch 1935 | loss: 1.29148e-05 | val_loss: 1.27151e-05 | Time: 2662.09 ms [2022-04-07 07:45:00 main:574] : INFO : Epoch 1936 | loss: 1.30801e-05 | val_loss: 1.28436e-05 | Time: 2692.96 ms [2022-04-07 07:45:02 main:574] : INFO : Epoch 1937 | loss: 1.43015e-05 | val_loss: 1.24372e-05 | Time: 2765.81 ms [2022-04-07 07:45:05 main:574] : INFO : Epoch 1938 | loss: 1.29336e-05 | val_loss: 1.20791e-05 | Time: 2714.94 ms [2022-04-07 07:45:08 main:574] : INFO : Epoch 1939 | loss: 1.29428e-05 | val_loss: 1.2409e-05 | Time: 2778.34 ms [2022-04-07 07:45:11 main:574] : INFO : Epoch 1940 | loss: 0.0109705 | val_loss: 0.0092989 | Time: 2621.82 ms [2022-04-07 07:45:13 main:574] : INFO : Epoch 1941 | loss: 0.00603773 | val_loss: 0.00276374 | Time: 2634.39 ms [2022-04-07 07:45:16 main:574] : INFO : Epoch 1942 | loss: 0.00211868 | val_loss: 0.00157111 | Time: 2726.2 ms [2022-04-07 07:45:19 main:574] : INFO : Epoch 1943 | loss: 0.00120491 | val_loss: 0.00091193 | Time: 2724.95 ms [2022-04-07 07:45:21 main:574] : INFO : Epoch 1944 | loss: 0.0013339 | val_loss: 0.000772242 | Time: 2716.83 ms [2022-04-07 07:45:24 main:574] : INFO : Epoch 1945 | loss: 0.000786101 | val_loss: 0.000723105 | Time: 2708.15 ms [2022-04-07 07:45:27 main:574] : INFO : Epoch 1946 | loss: 0.000717639 | val_loss: 0.000616745 | Time: 2663.22 ms [2022-04-07 07:45:29 main:574] : INFO : Epoch 1947 | loss: 0.000596186 | val_loss: 0.000529494 | Time: 2717.44 ms [2022-04-07 07:45:32 main:574] : INFO : Epoch 1948 | loss: 0.000546464 | val_loss: 0.00051357 | Time: 2715.59 ms [2022-04-07 07:45:35 main:574] : INFO : Epoch 1949 | loss: 0.000530306 | val_loss: 0.000486419 | Time: 2679.13 ms [2022-04-07 07:45:38 main:574] : INFO : Epoch 1950 | loss: 0.000296188 | val_loss: 0.000114094 | Time: 2649.29 ms [2022-04-07 07:45:40 main:574] : INFO : Epoch 1951 | loss: 0.00010439 | val_loss: 7.05576e-05 | Time: 2616.51 ms [2022-04-07 07:45:43 main:574] : INFO : Epoch 1952 | loss: 7.28366e-05 | val_loss: 6.02141e-05 | Time: 2728.29 ms [2022-04-07 07:45:46 main:574] : INFO : Epoch 1953 | loss: 6.11471e-05 | val_loss: 4.91278e-05 | Time: 2656.13 ms [2022-04-07 07:45:48 main:574] : INFO : Epoch 1954 | loss: 5.42929e-05 | val_loss: 4.55759e-05 | Time: 2637.99 ms [2022-04-07 07:45:51 main:574] : INFO : Epoch 1955 | loss: 4.97041e-05 | val_loss: 4.25007e-05 | Time: 2688.44 ms [2022-04-07 07:45:54 main:574] : INFO : Epoch 1956 | loss: 4.68175e-05 | val_loss: 4.02025e-05 | Time: 2641.05 ms [2022-04-07 07:45:56 main:574] : INFO : Epoch 1957 | loss: 4.48322e-05 | val_loss: 3.85253e-05 | Time: 2755.35 ms [2022-04-07 07:45:59 main:574] : INFO : Epoch 1958 | loss: 4.30035e-05 | val_loss: 3.71092e-05 | Time: 2692.47 ms [2022-04-07 07:46:02 main:574] : INFO : Epoch 1959 | loss: 4.13589e-05 | val_loss: 3.55034e-05 | Time: 2695.51 ms [2022-04-07 07:46:04 main:574] : INFO : Epoch 1960 | loss: 4.0072e-05 | val_loss: 3.49438e-05 | Time: 2636.88 ms [2022-04-07 07:46:07 main:574] : INFO : Epoch 1961 | loss: 3.88951e-05 | val_loss: 3.32328e-05 | Time: 2632.6 ms [2022-04-07 07:46:10 main:574] : INFO : Epoch 1962 | loss: 3.73536e-05 | val_loss: 3.2284e-05 | Time: 2662.32 ms [2022-04-07 07:46:12 main:574] : INFO : Epoch 1963 | loss: 3.63042e-05 | val_loss: 3.15948e-05 | Time: 2821.06 ms [2022-04-07 07:46:15 main:574] : INFO : Epoch 1964 | loss: 3.5706e-05 | val_loss: 3.13929e-05 | Time: 2620.44 ms [2022-04-07 07:46:18 main:574] : INFO : Epoch 1965 | loss: 3.53406e-05 | val_loss: 3.05776e-05 | Time: 2569.83 ms [2022-04-07 07:46:20 main:574] : INFO : Epoch 1966 | loss: 3.46078e-05 | val_loss: 3.00693e-05 | Time: 2581.48 ms [2022-04-07 07:46:23 main:574] : INFO : Epoch 1967 | loss: 3.39869e-05 | val_loss: 2.97607e-05 | Time: 2679.08 ms [2022-04-07 07:46:26 main:574] : INFO : Epoch 1968 | loss: 3.3608e-05 | val_loss: 2.92887e-05 | Time: 2678.92 ms [2022-04-07 07:46:28 main:574] : INFO : Epoch 1969 | loss: 3.31415e-05 | val_loss: 2.88697e-05 | Time: 2702.24 ms [2022-04-07 07:46:31 main:574] : INFO : Epoch 1970 | loss: 3.28458e-05 | val_loss: 2.88164e-05 | Time: 2706.62 ms [2022-04-07 07:46:34 main:574] : INFO : Epoch 1971 | loss: 3.24567e-05 | val_loss: 2.85001e-05 | Time: 2676.43 ms [2022-04-07 07:46:36 main:574] : INFO : Epoch 1972 | loss: 3.21556e-05 | val_loss: 2.81723e-05 | Time: 2710.28 ms [2022-04-07 07:46:39 main:574] : INFO : Epoch 1973 | loss: 3.17695e-05 | val_loss: 2.79115e-05 | Time: 2699.32 ms [2022-04-07 07:46:42 main:574] : INFO : Epoch 1974 | loss: 3.15868e-05 | val_loss: 2.77709e-05 | Time: 2582.39 ms [2022-04-07 07:46:44 main:574] : INFO : Epoch 1975 | loss: 3.1225e-05 | val_loss: 2.73844e-05 | Time: 2667.69 ms [2022-04-07 07:46:47 main:574] : INFO : Epoch 1976 | loss: 3.09713e-05 | val_loss: 2.7097e-05 | Time: 2682.79 ms [2022-04-07 07:46:50 main:574] : INFO : Epoch 1977 | loss: 3.11567e-05 | val_loss: 2.77614e-05 | Time: 2656.16 ms [2022-04-07 07:46:52 main:574] : INFO : Epoch 1978 | loss: 3.12526e-05 | val_loss: 2.70741e-05 | Time: 2693.3 ms [2022-04-07 07:46:55 main:574] : INFO : Epoch 1979 | loss: 3.07546e-05 | val_loss: 2.66658e-05 | Time: 2590.82 ms [2022-04-07 07:46:58 main:574] : INFO : Epoch 1980 | loss: 3.03609e-05 | val_loss: 2.64509e-05 | Time: 2656.45 ms [2022-04-07 07:47:00 main:574] : INFO : Epoch 1981 | loss: 2.98675e-05 | val_loss: 2.60609e-05 | Time: 2663.39 ms [2022-04-07 07:47:03 main:574] : INFO : Epoch 1982 | loss: 2.95944e-05 | val_loss: 2.61464e-05 | Time: 2684.05 ms [2022-04-07 07:47:06 main:574] : INFO : Epoch 1983 | loss: 2.95356e-05 | val_loss: 2.60279e-05 | Time: 2627.14 ms [2022-04-07 07:47:08 main:574] : INFO : Epoch 1984 | loss: 2.93654e-05 | val_loss: 2.5543e-05 | Time: 2658.63 ms [2022-04-07 07:47:11 main:574] : INFO : Epoch 1985 | loss: 2.90702e-05 | val_loss: 2.54382e-05 | Time: 2601.65 ms [2022-04-07 07:47:14 main:574] : INFO : Epoch 1986 | loss: 2.88579e-05 | val_loss: 2.52884e-05 | Time: 2734.45 ms [2022-04-07 07:47:16 main:574] : INFO : Epoch 1987 | loss: 2.86589e-05 | val_loss: 2.50363e-05 | Time: 2731.24 ms [2022-04-07 07:47:19 main:574] : INFO : Epoch 1988 | loss: 2.86257e-05 | val_loss: 2.5632e-05 | Time: 2604.7 ms [2022-04-07 07:47:22 main:574] : INFO : Epoch 1989 | loss: 2.87696e-05 | val_loss: 2.49724e-05 | Time: 2662.59 ms [2022-04-07 07:47:24 main:574] : INFO : Epoch 1990 | loss: 2.84004e-05 | val_loss: 2.4597e-05 | Time: 2578.42 ms [2022-04-07 07:47:27 main:574] : INFO : Epoch 1991 | loss: 2.81234e-05 | val_loss: 2.44647e-05 | Time: 2749.28 ms [2022-04-07 07:47:30 main:574] : INFO : Epoch 1992 | loss: 2.79485e-05 | val_loss: 2.44441e-05 | Time: 2754.56 ms [2022-04-07 07:47:32 main:574] : INFO : Epoch 1993 | loss: 2.78755e-05 | val_loss: 2.4176e-05 | Time: 2672.99 ms [2022-04-07 07:47:35 main:574] : INFO : Epoch 1994 | loss: 2.77547e-05 | val_loss: 2.40662e-05 | Time: 2634.55 ms [2022-04-07 07:47:38 main:574] : INFO : Epoch 1995 | loss: 2.77752e-05 | val_loss: 2.44586e-05 | Time: 2648.11 ms [2022-04-07 07:47:40 main:574] : INFO : Epoch 1996 | loss: 2.81566e-05 | val_loss: 2.38444e-05 | Time: 2635.46 ms [2022-04-07 07:47:43 main:574] : INFO : Epoch 1997 | loss: 2.76573e-05 | val_loss: 2.38297e-05 | Time: 2679.28 ms [2022-04-07 07:47:46 main:574] : INFO : Epoch 1998 | loss: 2.74808e-05 | val_loss: 2.37465e-05 | Time: 2716.55 ms [2022-04-07 07:47:48 main:574] : INFO : Epoch 1999 | loss: 2.735e-05 | val_loss: 2.34977e-05 | Time: 2732.4 ms [2022-04-07 07:47:51 main:574] : INFO : Epoch 2000 | loss: 2.72674e-05 | val_loss: 2.33465e-05 | Time: 2781.38 ms [2022-04-07 07:47:54 main:574] : INFO : Epoch 2001 | loss: 2.7145e-05 | val_loss: 2.32872e-05 | Time: 2702.64 ms [2022-04-07 07:47:57 main:574] : INFO : Epoch 2002 | loss: 2.71194e-05 | val_loss: 2.31997e-05 | Time: 2649.26 ms [2022-04-07 07:47:59 main:574] : INFO : Epoch 2003 | loss: 2.70754e-05 | val_loss: 2.31651e-05 | Time: 2580.61 ms [2022-04-07 07:48:02 main:574] : INFO : Epoch 2004 | loss: 2.75651e-05 | val_loss: 2.35936e-05 | Time: 2613.45 ms [2022-04-07 07:48:04 main:574] : INFO : Epoch 2005 | loss: 2.73318e-05 | val_loss: 2.3338e-05 | Time: 2612.75 ms [2022-04-07 07:48:07 main:574] : INFO : Epoch 2006 | loss: 2.70489e-05 | val_loss: 2.29421e-05 | Time: 2692.74 ms [2022-04-07 07:48:10 main:574] : INFO : Epoch 2007 | loss: 2.7018e-05 | val_loss: 2.28226e-05 | Time: 2604.75 ms [2022-04-07 07:48:12 main:574] : INFO : Epoch 2008 | loss: 2.68288e-05 | val_loss: 2.2832e-05 | Time: 2679.88 ms [2022-04-07 07:48:15 main:574] : INFO : Epoch 2009 | loss: 2.67586e-05 | val_loss: 2.26871e-05 | Time: 2736.09 ms [2022-04-07 07:48:18 main:574] : INFO : Epoch 2010 | loss: 2.67277e-05 | val_loss: 2.26659e-05 | Time: 2613.82 ms [2022-04-07 07:48:20 main:574] : INFO : Epoch 2011 | loss: 2.67121e-05 | val_loss: 2.25437e-05 | Time: 2620.21 ms [2022-04-07 07:48:23 main:574] : INFO : Epoch 2012 | loss: 2.66413e-05 | val_loss: 2.2561e-05 | Time: 2698.34 ms [2022-04-07 07:48:26 main:574] : INFO : Epoch 2013 | loss: 2.65958e-05 | val_loss: 2.25784e-05 | Time: 2570.26 ms [2022-04-07 07:48:28 main:574] : INFO : Epoch 2014 | loss: 2.65698e-05 | val_loss: 2.25525e-05 | Time: 2594 ms [2022-04-07 07:48:31 main:574] : INFO : Epoch 2015 | loss: 2.65499e-05 | val_loss: 2.24668e-05 | Time: 2707.03 ms [2022-04-07 07:48:34 main:574] : INFO : Epoch 2016 | loss: 2.64965e-05 | val_loss: 2.23618e-05 | Time: 2654.14 ms [2022-04-07 07:48:36 main:574] : INFO : Epoch 2017 | loss: 2.64533e-05 | val_loss: 2.23814e-05 | Time: 2646.14 ms [2022-04-07 07:48:39 main:574] : INFO : Epoch 2018 | loss: 2.64247e-05 | val_loss: 2.23059e-05 | Time: 2622.16 ms [2022-04-07 07:48:41 main:574] : INFO : Epoch 2019 | loss: 2.63943e-05 | val_loss: 2.22812e-05 | Time: 2643.44 ms [2022-04-07 07:48:44 main:574] : INFO : Epoch 2020 | loss: 2.63851e-05 | val_loss: 2.22435e-05 | Time: 2762.11 ms [2022-04-07 07:48:47 main:574] : INFO : Epoch 2021 | loss: 2.63802e-05 | val_loss: 2.23566e-05 | Time: 2691.68 ms [2022-04-07 07:48:50 main:574] : INFO : Epoch 2022 | loss: 2.63741e-05 | val_loss: 2.22077e-05 | Time: 2631.28 ms [2022-04-07 07:48:52 main:574] : INFO : Epoch 2023 | loss: 2.63238e-05 | val_loss: 2.23427e-05 | Time: 2656.05 ms [2022-04-07 07:48:55 main:574] : INFO : Epoch 2024 | loss: 2.62919e-05 | val_loss: 2.2208e-05 | Time: 2579.14 ms [2022-04-07 07:48:58 main:574] : INFO : Epoch 2025 | loss: 2.62803e-05 | val_loss: 2.2254e-05 | Time: 2717.03 ms [2022-04-07 07:49:00 main:574] : INFO : Epoch 2026 | loss: 2.62637e-05 | val_loss: 2.21594e-05 | Time: 2644.32 ms [2022-04-07 07:49:03 main:574] : INFO : Epoch 2027 | loss: 2.62491e-05 | val_loss: 2.21823e-05 | Time: 2750.65 ms [2022-04-07 07:49:06 main:574] : INFO : Epoch 2028 | loss: 2.62307e-05 | val_loss: 2.22072e-05 | Time: 2703.16 ms [2022-04-07 07:49:08 main:574] : INFO : Epoch 2029 | loss: 2.61831e-05 | val_loss: 2.20749e-05 | Time: 2683.65 ms [2022-04-07 07:49:11 main:574] : INFO : Epoch 2030 | loss: 2.61909e-05 | val_loss: 2.20929e-05 | Time: 2730.72 ms [2022-04-07 07:49:14 main:574] : INFO : Epoch 2031 | loss: 2.61808e-05 | val_loss: 2.20413e-05 | Time: 2625.14 ms [2022-04-07 07:49:16 main:574] : INFO : Epoch 2032 | loss: 2.61771e-05 | val_loss: 2.20726e-05 | Time: 2581.48 ms [2022-04-07 07:49:19 main:574] : INFO : Epoch 2033 | loss: 2.61178e-05 | val_loss: 2.20095e-05 | Time: 2643.29 ms [2022-04-07 07:49:22 main:574] : INFO : Epoch 2034 | loss: 2.61144e-05 | val_loss: 2.20775e-05 | Time: 2653.76 ms [2022-04-07 07:49:24 main:574] : INFO : Epoch 2035 | loss: 2.61279e-05 | val_loss: 2.20128e-05 | Time: 2697.03 ms [2022-04-07 07:49:27 main:574] : INFO : Epoch 2036 | loss: 2.61142e-05 | val_loss: 2.20335e-05 | Time: 2723.2 ms [2022-04-07 07:49:30 main:574] : INFO : Epoch 2037 | loss: 2.61854e-05 | val_loss: 2.2668e-05 | Time: 2751.76 ms [2022-04-07 07:49:32 main:574] : INFO : Epoch 2038 | loss: 3.46863e-05 | val_loss: 2.29331e-05 | Time: 2664.54 ms [2022-04-07 07:49:35 main:574] : INFO : Epoch 2039 | loss: 2.85267e-05 | val_loss: 2.19641e-05 | Time: 2696.94 ms [2022-04-07 07:49:38 main:574] : INFO : Epoch 2040 | loss: 2.64277e-05 | val_loss: 2.19795e-05 | Time: 2658.51 ms [2022-04-07 07:49:40 main:574] : INFO : Epoch 2041 | loss: 2.60834e-05 | val_loss: 2.19344e-05 | Time: 2643.6 ms [2022-04-07 07:49:43 main:574] : INFO : Epoch 2042 | loss: 2.6029e-05 | val_loss: 2.19337e-05 | Time: 2648.19 ms [2022-04-07 07:49:46 main:574] : INFO : Epoch 2043 | loss: 2.6003e-05 | val_loss: 2.18972e-05 | Time: 2701.27 ms [2022-04-07 07:49:48 main:574] : INFO : Epoch 2044 | loss: 2.59833e-05 | val_loss: 2.18473e-05 | Time: 2666.14 ms [2022-04-07 07:49:51 main:574] : INFO : Epoch 2045 | loss: 2.59949e-05 | val_loss: 2.19209e-05 | Time: 2644.38 ms [2022-04-07 07:49:54 main:574] : INFO : Epoch 2046 | loss: 2.59768e-05 | val_loss: 2.18907e-05 | Time: 2713.06 ms [2022-04-07 07:49:56 main:574] : INFO : Epoch 2047 | loss: 2.59648e-05 | val_loss: 2.18906e-05 | Time: 2670.77 ms [2022-04-07 07:49:59 main:574] : INFO : Epoch 2048 | loss: 2.5967e-05 | val_loss: 2.19177e-05 | Time: 2691.36 ms [2022-04-07 07:49:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.19177e-05 [2022-04-07 07:49:59 main:603] : INFO : Saving end state to config to file [2022-04-07 07:49:59 main:608] : INFO : Success, exiting.. 07:49:59 (9104): 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)