Task 14574810
| Name | ParityModified-1647044433-14680-3-0_0 |
| Workunit | 11597479 |
| Created | 9 Apr 2022, 21:34:02 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 6:19:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 23 sec |
| CPU time | 1 hours 24 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 5.05605e-05 | val_loss: 4.24611e-05 | Time: 2489.83 ms [2022-04-11 00:58:13 main:574] : INFO : Epoch 1558 | loss: 5.05515e-05 | val_loss: 4.25527e-05 | Time: 2482.37 ms [2022-04-11 00:58:15 main:574] : INFO : Epoch 1559 | loss: 5.05021e-05 | val_loss: 4.25718e-05 | Time: 2492.05 ms [2022-04-11 00:58:18 main:574] : INFO : Epoch 1560 | loss: 5.0561e-05 | val_loss: 4.25374e-05 | Time: 2485.2 ms [2022-04-11 00:58:20 main:574] : INFO : Epoch 1561 | loss: 5.07345e-05 | val_loss: 4.2718e-05 | Time: 2488.12 ms [2022-04-11 00:58:23 main:574] : INFO : Epoch 1562 | loss: 5.05187e-05 | val_loss: 4.24433e-05 | Time: 2481.98 ms [2022-04-11 00:58:25 main:574] : INFO : Epoch 1563 | loss: 5.05926e-05 | val_loss: 4.24527e-05 | Time: 2488.79 ms [2022-04-11 00:58:28 main:574] : INFO : Epoch 1564 | loss: 5.0521e-05 | val_loss: 4.26266e-05 | Time: 2481.63 ms [2022-04-11 00:58:30 main:574] : INFO : Epoch 1565 | loss: 5.08234e-05 | val_loss: 4.25897e-05 | Time: 2493.51 ms [2022-04-11 00:58:33 main:574] : INFO : Epoch 1566 | loss: 5.10061e-05 | val_loss: 4.4238e-05 | Time: 2482.39 ms [2022-04-11 00:58:36 main:574] : INFO : Epoch 1567 | loss: 5.62133e-05 | val_loss: 4.33235e-05 | Time: 2489.26 ms [2022-04-11 00:58:38 main:574] : INFO : Epoch 1568 | loss: 5.14395e-05 | val_loss: 4.28891e-05 | Time: 2484.65 ms [2022-04-11 00:58:41 main:574] : INFO : Epoch 1569 | loss: 5.05951e-05 | val_loss: 4.24945e-05 | Time: 2491.98 ms [2022-04-11 00:58:43 main:574] : INFO : Epoch 1570 | loss: 5.06902e-05 | val_loss: 4.25484e-05 | Time: 2485.48 ms [2022-04-11 00:58:46 main:574] : INFO : Epoch 1571 | loss: 5.06677e-05 | val_loss: 4.23899e-05 | Time: 2491.96 ms [2022-04-11 00:58:48 main:574] : INFO : Epoch 1572 | loss: 5.06301e-05 | val_loss: 4.24391e-05 | Time: 2481.65 ms [2022-04-11 00:58:51 main:574] : INFO : Epoch 1573 | loss: 5.06054e-05 | val_loss: 4.24155e-05 | Time: 2490.12 ms [2022-04-11 00:58:53 main:574] : INFO : Epoch 1574 | loss: 5.04512e-05 | val_loss: 4.22929e-05 | Time: 2485.69 ms [2022-04-11 00:58:56 main:574] : INFO : Epoch 1575 | loss: 5.07065e-05 | val_loss: 4.2614e-05 | Time: 2481.63 ms [2022-04-11 00:58:58 main:574] : INFO : Epoch 1576 | loss: 5.22742e-05 | val_loss: 4.66714e-05 | Time: 2480.03 ms [2022-04-11 00:59:01 main:574] : INFO : Epoch 1577 | loss: 5.21829e-05 | val_loss: 4.24864e-05 | Time: 2493.31 ms [2022-04-11 00:59:03 main:574] : INFO : Epoch 1578 | loss: 5.05153e-05 | val_loss: 4.22894e-05 | Time: 2478.04 ms [2022-04-11 00:59:06 main:574] : INFO : Epoch 1579 | loss: 5.10777e-05 | val_loss: 4.35114e-05 | Time: 2474.5 ms [2022-04-11 00:59:08 main:574] : INFO : Epoch 1580 | loss: 5.19262e-05 | val_loss: 4.66387e-05 | Time: 2480.59 ms [2022-04-11 00:59:11 main:574] : INFO : Epoch 1581 | loss: 5.40342e-05 | val_loss: 4.28257e-05 | Time: 2492.34 ms [2022-04-11 00:59:13 main:574] : INFO : Epoch 1582 | loss: 5.0885e-05 | val_loss: 4.21972e-05 | Time: 2484.59 ms [2022-04-11 00:59:16 main:574] : INFO : Epoch 1583 | loss: 5.0656e-05 | val_loss: 4.23186e-05 | Time: 2486.46 ms [2022-04-11 00:59:18 main:574] : INFO : Epoch 1584 | loss: 5.06012e-05 | val_loss: 4.2637e-05 | Time: 2484.88 ms [2022-04-11 00:59:21 main:574] : INFO : Epoch 1585 | loss: 5.06868e-05 | val_loss: 4.27142e-05 | Time: 2487.65 ms [2022-04-11 00:59:23 main:574] : INFO : Epoch 1586 | loss: 5.13077e-05 | val_loss: 4.42834e-05 | Time: 2482.61 ms [2022-04-11 00:59:26 main:574] : INFO : Epoch 1587 | loss: 5.13474e-05 | val_loss: 4.24024e-05 | Time: 2487.39 ms [2022-04-11 00:59:28 main:574] : INFO : Epoch 1588 | loss: 5.02718e-05 | val_loss: 4.31181e-05 | Time: 2481.32 ms [2022-04-11 00:59:31 main:574] : INFO : Epoch 1589 | loss: 5.15232e-05 | val_loss: 4.38401e-05 | Time: 2493.13 ms [2022-04-11 00:59:33 main:574] : INFO : Epoch 1590 | loss: 5.13297e-05 | val_loss: 4.35727e-05 | Time: 2477.72 ms [2022-04-11 00:59:36 main:574] : INFO : Epoch 1591 | loss: 5.05126e-05 | val_loss: 4.26321e-05 | Time: 2486.7 ms [2022-04-11 00:59:39 main:574] : INFO : Epoch 1592 | loss: 5.08523e-05 | val_loss: 4.35252e-05 | Time: 2481.95 ms [2022-04-11 00:59:41 main:574] : INFO : Epoch 1593 | loss: 4.85593e-05 | val_loss: 3.91367e-05 | Time: 2488.99 ms [2022-04-11 00:59:44 main:574] : INFO : Epoch 1594 | loss: 4.6174e-05 | val_loss: 3.89653e-05 | Time: 2488.46 ms [2022-04-11 00:59:46 main:574] : INFO : Epoch 1595 | loss: 4.69625e-05 | val_loss: 4.12718e-05 | Time: 2489.38 ms [2022-04-11 00:59:49 main:574] : INFO : Epoch 1596 | loss: 4.60815e-05 | val_loss: 3.80412e-05 | Time: 2481.43 ms [2022-04-11 00:59:51 main:574] : INFO : Epoch 1597 | loss: 4.81669e-05 | val_loss: 5.56239e-05 | Time: 2490.08 ms [2022-04-11 00:59:54 main:574] : INFO : Epoch 1598 | loss: 5.30714e-05 | val_loss: 4.20277e-05 | Time: 2479.94 ms [2022-04-11 00:59:56 main:574] : INFO : Epoch 1599 | loss: 4.53856e-05 | val_loss: 3.94646e-05 | Time: 2482.26 ms [2022-04-11 00:59:59 main:574] : INFO : Epoch 1600 | loss: 4.5044e-05 | val_loss: 3.6929e-05 | Time: 2485.59 ms [2022-04-11 01:00:01 main:574] : INFO : Epoch 1601 | loss: 4.39686e-05 | val_loss: 3.74533e-05 | Time: 2492.36 ms [2022-04-11 01:00:04 main:574] : INFO : Epoch 1602 | loss: 4.34645e-05 | val_loss: 3.72998e-05 | Time: 2479.56 ms [2022-04-11 01:00:06 main:574] : INFO : Epoch 1603 | loss: 4.38271e-05 | val_loss: 3.80593e-05 | Time: 2479.4 ms [2022-04-11 01:00:09 main:574] : INFO : Epoch 1604 | loss: 4.42309e-05 | val_loss: 3.875e-05 | Time: 2478.42 ms [2022-04-11 01:00:11 main:574] : INFO : Epoch 1605 | loss: 4.44542e-05 | val_loss: 3.73221e-05 | Time: 2489.64 ms [2022-04-11 01:00:14 main:574] : INFO : Epoch 1606 | loss: 4.48579e-05 | val_loss: 4.06874e-05 | Time: 2484.88 ms [2022-04-11 01:00:16 main:574] : INFO : Epoch 1607 | loss: 4.40871e-05 | val_loss: 3.71674e-05 | Time: 2486.28 ms [2022-04-11 01:00:19 main:574] : INFO : Epoch 1608 | loss: 4.36559e-05 | val_loss: 3.73715e-05 | Time: 2482.08 ms [2022-04-11 01:00:21 main:574] : INFO : Epoch 1609 | loss: 4.35498e-05 | val_loss: 3.74808e-05 | Time: 2487.29 ms [2022-04-11 01:00:24 main:574] : INFO : Epoch 1610 | loss: 4.38348e-05 | val_loss: 3.73659e-05 | Time: 2488.03 ms [2022-04-11 01:00:26 main:574] : INFO : Epoch 1611 | loss: 4.37967e-05 | val_loss: 3.73778e-05 | Time: 2482.4 ms [2022-04-11 01:00:29 main:574] : INFO : Epoch 1612 | loss: 4.34658e-05 | val_loss: 3.7356e-05 | Time: 2484.5 ms [2022-04-11 01:00:32 main:574] : INFO : Epoch 1613 | loss: 4.34143e-05 | val_loss: 3.74303e-05 | Time: 2486.68 ms [2022-04-11 01:00:34 main:574] : INFO : Epoch 1614 | loss: 4.36534e-05 | val_loss: 3.74804e-05 | Time: 2482.09 ms [2022-04-11 01:00:37 main:574] : INFO : Epoch 1615 | loss: 4.57333e-05 | val_loss: 4.62487e-05 | Time: 2490.92 ms [2022-04-11 01:00:39 main:574] : INFO : Epoch 1616 | loss: 4.90656e-05 | val_loss: 3.79627e-05 | Time: 2485.93 ms [2022-04-11 01:00:42 main:574] : INFO : Epoch 1617 | loss: 4.49973e-05 | val_loss: 3.71298e-05 | Time: 2488.77 ms [2022-04-11 01:00:44 main:574] : INFO : Epoch 1618 | loss: 4.4671e-05 | val_loss: 4.28819e-05 | Time: 2487.35 ms [2022-04-11 01:00:47 main:574] : INFO : Epoch 1619 | loss: 5.16699e-05 | val_loss: 4.58504e-05 | Time: 2493.66 ms [2022-04-11 01:00:49 main:574] : INFO : Epoch 1620 | loss: 4.83742e-05 | val_loss: 3.8136e-05 | Time: 2482.96 ms [2022-04-11 01:00:52 main:574] : INFO : Epoch 1621 | loss: 0.000179274 | val_loss: 0.00076603 | Time: 2492.76 ms [2022-04-11 01:00:54 main:574] : INFO : Epoch 1622 | loss: 0.000682961 | val_loss: 0.000648514 | Time: 2483.97 ms [2022-04-11 01:00:57 main:574] : INFO : Epoch 1623 | loss: 0.000622741 | val_loss: 0.00041981 | Time: 2483.5 ms [2022-04-11 01:00:59 main:574] : INFO : Epoch 1624 | loss: 0.000270733 | val_loss: 0.000115525 | Time: 2476.25 ms [2022-04-11 01:01:02 main:574] : INFO : Epoch 1625 | loss: 8.56451e-05 | val_loss: 5.8662e-05 | Time: 2494.76 ms [2022-04-11 01:01:04 main:574] : INFO : Epoch 1626 | loss: 6.20344e-05 | val_loss: 4.75416e-05 | Time: 2493.6 ms [2022-04-11 01:01:07 main:574] : INFO : Epoch 1627 | loss: 5.55717e-05 | val_loss: 4.40222e-05 | Time: 2478.92 ms [2022-04-11 01:01:09 main:574] : INFO : Epoch 1628 | loss: 5.26918e-05 | val_loss: 4.31165e-05 | Time: 2483.61 ms [2022-04-11 01:01:12 main:574] : INFO : Epoch 1629 | loss: 5.17399e-05 | val_loss: 4.39576e-05 | Time: 2490.81 ms [2022-04-11 01:01:14 main:574] : INFO : Epoch 1630 | loss: 5.1396e-05 | val_loss: 4.16651e-05 | Time: 2486.06 ms [2022-04-11 01:01:17 main:574] : INFO : Epoch 1631 | loss: 5.09813e-05 | val_loss: 4.15637e-05 | Time: 2486.36 ms [2022-04-11 01:01:19 main:574] : INFO : Epoch 1632 | loss: 5.04196e-05 | val_loss: 4.05369e-05 | Time: 2486.77 ms [2022-04-11 01:01:22 main:574] : INFO : Epoch 1633 | loss: 5.02686e-05 | val_loss: 4.03261e-05 | Time: 2493.82 ms [2022-04-11 01:01:24 main:574] : INFO : Epoch 1634 | loss: 4.98057e-05 | val_loss: 4.03329e-05 | Time: 2490.02 ms [2022-04-11 01:01:27 main:574] : INFO : Epoch 1635 | loss: 4.92239e-05 | val_loss: 4.05228e-05 | Time: 2480.12 ms [2022-04-11 01:01:30 main:574] : INFO : Epoch 1636 | loss: 4.94096e-05 | val_loss: 4.10535e-05 | Time: 2483.21 ms [2022-04-11 01:01:32 main:574] : INFO : Epoch 1637 | loss: 4.95114e-05 | val_loss: 4.01748e-05 | Time: 2492.35 ms [2022-04-11 01:01:35 main:574] : INFO : Epoch 1638 | loss: 4.90447e-05 | val_loss: 3.93487e-05 | Time: 2490.31 ms [2022-04-11 01:01:37 main:574] : INFO : Epoch 1639 | loss: 4.83922e-05 | val_loss: 3.90952e-05 | Time: 2487.7 ms [2022-04-11 01:01:40 main:574] : INFO : Epoch 1640 | loss: 4.78641e-05 | val_loss: 3.90698e-05 | Time: 2483.29 ms [2022-04-11 01:01:42 main:574] : INFO : Epoch 1641 | loss: 4.48901e-05 | val_loss: 3.70735e-05 | Time: 2491.47 ms [2022-04-11 01:01:45 main:574] : INFO : Epoch 1642 | loss: 4.2622e-05 | val_loss: 3.67544e-05 | Time: 2484.21 ms [2022-04-11 01:01:47 main:574] : INFO : Epoch 1643 | loss: 4.22261e-05 | val_loss: 3.5571e-05 | Time: 2493.91 ms [2022-04-11 01:01:50 main:574] : INFO : Epoch 1644 | loss: 4.40605e-05 | val_loss: 3.61991e-05 | Time: 2487.24 ms [2022-04-11 01:01:52 main:574] : INFO : Epoch 1645 | loss: 4.43877e-05 | val_loss: 3.63096e-05 | Time: 2492.05 ms [2022-04-11 01:01:55 main:574] : INFO : Epoch 1646 | loss: 4.58736e-05 | val_loss: 4.06684e-05 | Time: 2481.91 ms [2022-04-11 01:01:57 main:574] : INFO : Epoch 1647 | loss: 4.3987e-05 | val_loss: 3.67442e-05 | Time: 2489.23 ms [2022-04-11 01:02:00 main:574] : INFO : Epoch 1648 | loss: 4.27297e-05 | val_loss: 3.57552e-05 | Time: 2474.57 ms [2022-04-11 01:02:02 main:574] : INFO : Epoch 1649 | loss: 4.17609e-05 | val_loss: 3.57694e-05 | Time: 2482.96 ms [2022-04-11 01:02:05 main:574] : INFO : Epoch 1650 | loss: 4.14311e-05 | val_loss: 3.61055e-05 | Time: 2485.79 ms [2022-04-11 01:02:07 main:574] : INFO : Epoch 1651 | loss: 4.13434e-05 | val_loss: 3.58576e-05 | Time: 2491.66 ms [2022-04-11 01:02:10 main:574] : INFO : Epoch 1652 | loss: 4.11238e-05 | val_loss: 3.58308e-05 | Time: 2483.26 ms [2022-04-11 01:02:12 main:574] : INFO : Epoch 1653 | loss: 4.09875e-05 | val_loss: 3.57465e-05 | Time: 2488.93 ms [2022-04-11 01:02:15 main:574] : INFO : Epoch 1654 | loss: 4.09623e-05 | val_loss: 3.48787e-05 | Time: 2483.4 ms [2022-04-11 01:02:17 main:574] : INFO : Epoch 1655 | loss: 4.1536e-05 | val_loss: 3.81206e-05 | Time: 2483.47 ms [2022-04-11 01:02:20 main:574] : INFO : Epoch 1656 | loss: 4.46049e-05 | val_loss: 3.61559e-05 | Time: 2478.5 ms [2022-04-11 01:02:23 main:574] : INFO : Epoch 1657 | loss: 4.13864e-05 | val_loss: 3.43856e-05 | Time: 2493.4 ms [2022-04-11 01:02:25 main:574] : INFO : Epoch 1658 | loss: 4.00276e-05 | val_loss: 3.38921e-05 | Time: 2484.26 ms [2022-04-11 01:02:28 main:574] : INFO : Epoch 1659 | loss: 3.98516e-05 | val_loss: 3.36729e-05 | Time: 2487.82 ms [2022-04-11 01:02:30 main:574] : INFO : Epoch 1660 | loss: 3.9947e-05 | val_loss: 3.38129e-05 | Time: 2481.59 ms [2022-04-11 01:02:33 main:574] : INFO : Epoch 1661 | loss: 3.97898e-05 | val_loss: 3.34985e-05 | Time: 2492.9 ms [2022-04-11 01:02:35 main:574] : INFO : Epoch 1662 | loss: 3.95948e-05 | val_loss: 3.34624e-05 | Time: 2482.64 ms [2022-04-11 01:02:38 main:574] : INFO : Epoch 1663 | loss: 3.9524e-05 | val_loss: 3.34063e-05 | Time: 2490.22 ms [2022-04-11 01:02:40 main:574] : INFO : Epoch 1664 | loss: 3.975e-05 | val_loss: 3.42925e-05 | Time: 2482.12 ms [2022-04-11 01:02:43 main:574] : INFO : Epoch 1665 | loss: 4.06047e-05 | val_loss: 3.66264e-05 | Time: 2492.29 ms [2022-04-11 01:02:45 main:574] : INFO : Epoch 1666 | loss: 4.15071e-05 | val_loss: 3.36843e-05 | Time: 2485.81 ms [2022-04-11 01:02:48 main:574] : INFO : Epoch 1667 | loss: 4.03881e-05 | val_loss: 3.35957e-05 | Time: 2481.09 ms [2022-04-11 01:02:50 main:574] : INFO : Epoch 1668 | loss: 3.98587e-05 | val_loss: 3.35155e-05 | Time: 2478.1 ms [2022-04-11 01:02:53 main:574] : INFO : Epoch 1669 | loss: 3.95249e-05 | val_loss: 3.33261e-05 | Time: 2479.87 ms [2022-04-11 01:02:55 main:574] : INFO : Epoch 1670 | loss: 3.94434e-05 | val_loss: 3.35446e-05 | Time: 2488.41 ms [2022-04-11 01:02:58 main:574] : INFO : Epoch 1671 | loss: 3.94483e-05 | val_loss: 3.34879e-05 | Time: 2485.4 ms [2022-04-11 01:03:00 main:574] : INFO : Epoch 1672 | loss: 4.17651e-05 | val_loss: 4.17955e-05 | Time: 2482.99 ms [2022-04-11 01:03:03 main:574] : INFO : Epoch 1673 | loss: 4.20167e-05 | val_loss: 3.33623e-05 | Time: 2482.5 ms [2022-04-11 01:03:05 main:574] : INFO : Epoch 1674 | loss: 3.95193e-05 | val_loss: 3.3069e-05 | Time: 2479.49 ms [2022-04-11 01:03:08 main:574] : INFO : Epoch 1675 | loss: 3.95144e-05 | val_loss: 3.30838e-05 | Time: 2479.49 ms [2022-04-11 01:03:10 main:574] : INFO : Epoch 1676 | loss: 3.93396e-05 | val_loss: 3.32899e-05 | Time: 2478.65 ms [2022-04-11 01:03:13 main:574] : INFO : Epoch 1677 | loss: 3.92695e-05 | val_loss: 3.30688e-05 | Time: 2484.23 ms [2022-04-11 01:03:15 main:574] : INFO : Epoch 1678 | loss: 3.92121e-05 | val_loss: 3.29617e-05 | Time: 2485.28 ms [2022-04-11 01:03:18 main:574] : INFO : Epoch 1679 | loss: 3.91742e-05 | val_loss: 3.30837e-05 | Time: 2488.34 ms [2022-04-11 01:03:20 main:574] : INFO : Epoch 1680 | loss: 4.01573e-05 | val_loss: 3.61848e-05 | Time: 2481.55 ms [2022-04-11 01:03:23 main:574] : INFO : Epoch 1681 | loss: 4.21491e-05 | val_loss: 3.50977e-05 | Time: 2493.03 ms [2022-04-11 01:03:26 main:574] : INFO : Epoch 1682 | loss: 4.75347e-05 | val_loss: 4.00305e-05 | Time: 2486.83 ms [2022-04-11 01:03:28 main:574] : INFO : Epoch 1683 | loss: 4.14654e-05 | val_loss: 3.29708e-05 | Time: 2492.73 ms [2022-04-11 01:03:31 main:574] : INFO : Epoch 1684 | loss: 3.94979e-05 | val_loss: 3.18872e-05 | Time: 2482.91 ms [2022-04-11 01:03:33 main:574] : INFO : Epoch 1685 | loss: 3.93779e-05 | val_loss: 3.16862e-05 | Time: 2489.1 ms [2022-04-11 01:03:36 main:574] : INFO : Epoch 1686 | loss: 3.95202e-05 | val_loss: 3.13942e-05 | Time: 2485.58 ms [2022-04-11 01:03:38 main:574] : INFO : Epoch 1687 | loss: 3.94076e-05 | val_loss: 3.22827e-05 | Time: 2489.11 ms [2022-04-11 01:03:41 main:574] : INFO : Epoch 1688 | loss: 4.12237e-05 | val_loss: 3.16133e-05 | Time: 2486.04 ms [2022-04-11 01:03:43 main:574] : INFO : Epoch 1689 | loss: 4.02011e-05 | val_loss: 3.36383e-05 | Time: 2489.74 ms [2022-04-11 01:03:46 main:574] : INFO : Epoch 1690 | loss: 4.0734e-05 | val_loss: 3.34247e-05 | Time: 2489.03 ms [2022-04-11 01:03:48 main:574] : INFO : Epoch 1691 | loss: 3.9548e-05 | val_loss: 3.38815e-05 | Time: 2489.25 ms [2022-04-11 01:03:51 main:574] : INFO : Epoch 1692 | loss: 4.1027e-05 | val_loss: 3.43309e-05 | Time: 2481.22 ms [2022-04-11 01:03:53 main:574] : INFO : Epoch 1693 | loss: 3.96289e-05 | val_loss: 3.37087e-05 | Time: 2493.63 ms [2022-04-11 01:03:56 main:574] : INFO : Epoch 1694 | loss: 3.93302e-05 | val_loss: 3.31256e-05 | Time: 2478.69 ms [2022-04-11 01:03:58 main:574] : INFO : Epoch 1695 | loss: 3.93348e-05 | val_loss: 3.26892e-05 | Time: 2486.8 ms [2022-04-11 01:04:01 main:574] : INFO : Epoch 1696 | loss: 4.05012e-05 | val_loss: 3.55689e-05 | Time: 2482.02 ms [2022-04-11 01:04:03 main:574] : INFO : Epoch 1697 | loss: 3.99217e-05 | val_loss: 3.20213e-05 | Time: 2497.57 ms [2022-04-11 01:04:06 main:574] : INFO : Epoch 1698 | loss: 3.90176e-05 | val_loss: 3.27026e-05 | Time: 2485.79 ms [2022-04-11 01:04:08 main:574] : INFO : Epoch 1699 | loss: 4.00382e-05 | val_loss: 3.35602e-05 | Time: 2486.41 ms [2022-04-11 01:04:11 main:574] : INFO : Epoch 1700 | loss: 3.94424e-05 | val_loss: 3.17054e-05 | Time: 2482 ms [2022-04-11 01:04:14 main:574] : INFO : Epoch 1701 | loss: 3.89897e-05 | val_loss: 3.14139e-05 | Time: 2491.4 ms [2022-04-11 01:04:16 main:574] : INFO : Epoch 1702 | loss: 3.92545e-05 | val_loss: 3.379e-05 | Time: 2481.41 ms [2022-04-11 01:04:19 main:574] : INFO : Epoch 1703 | loss: 4.33269e-05 | val_loss: 3.15692e-05 | Time: 2492.44 ms [2022-04-11 01:04:21 main:574] : INFO : Epoch 1704 | loss: 3.91997e-05 | val_loss: 3.18144e-05 | Time: 2482.52 ms [2022-04-11 01:04:24 main:574] : INFO : Epoch 1705 | loss: 3.88479e-05 | val_loss: 3.16812e-05 | Time: 2488.23 ms [2022-04-11 01:04:26 main:574] : INFO : Epoch 1706 | loss: 3.87173e-05 | val_loss: 3.14247e-05 | Time: 2480.54 ms [2022-04-11 01:04:29 main:574] : INFO : Epoch 1707 | loss: 3.87788e-05 | val_loss: 3.23267e-05 | Time: 2482.97 ms [2022-04-11 01:04:31 main:574] : INFO : Epoch 1708 | loss: 3.87857e-05 | val_loss: 3.17255e-05 | Time: 2485.63 ms [2022-04-11 01:04:34 main:574] : INFO : Epoch 1709 | loss: 3.96202e-05 | val_loss: 3.86335e-05 | Time: 2481.21 ms [2022-04-11 01:04:36 main:574] : INFO : Epoch 1710 | loss: 4.64471e-05 | val_loss: 3.50238e-05 | Time: 2486.23 ms [2022-04-11 01:04:39 main:574] : INFO : Epoch 1711 | loss: 3.98245e-05 | val_loss: 3.18165e-05 | Time: 2484.4 ms [2022-04-11 01:04:41 main:574] : INFO : Epoch 1712 | loss: 3.88797e-05 | val_loss: 3.14686e-05 | Time: 2483.56 ms [2022-04-11 01:04:44 main:574] : INFO : Epoch 1713 | loss: 3.86659e-05 | val_loss: 3.18549e-05 | Time: 2494.08 ms [2022-04-11 01:04:46 main:574] : INFO : Epoch 1714 | loss: 3.88744e-05 | val_loss: 3.14319e-05 | Time: 2488.49 ms [2022-04-11 01:04:49 main:574] : INFO : Epoch 1715 | loss: 3.85492e-05 | val_loss: 3.14767e-05 | Time: 2479.97 ms [2022-04-11 01:04:51 main:574] : INFO : Epoch 1716 | loss: 3.89907e-05 | val_loss: 3.41771e-05 | Time: 2480.96 ms [2022-04-11 01:04:54 main:574] : INFO : Epoch 1717 | loss: 3.95441e-05 | val_loss: 3.19649e-05 | Time: 2489.27 ms [2022-04-11 01:04:57 main:574] : INFO : Epoch 1718 | loss: 3.85995e-05 | val_loss: 3.13644e-05 | Time: 2494.27 ms [2022-04-11 01:04:59 main:574] : INFO : Epoch 1719 | loss: 3.86644e-05 | val_loss: 3.30232e-05 | Time: 2496.79 ms [2022-04-11 01:05:02 main:574] : INFO : Epoch 1720 | loss: 4.32161e-05 | val_loss: 3.14771e-05 | Time: 2479.36 ms [2022-04-11 01:05:04 main:574] : INFO : Epoch 1721 | loss: 3.92965e-05 | val_loss: 3.18476e-05 | Time: 2493.43 ms [2022-04-11 01:05:07 main:574] : INFO : Epoch 1722 | loss: 3.95288e-05 | val_loss: 3.28393e-05 | Time: 2481.23 ms [2022-04-11 01:05:09 main:574] : INFO : Epoch 1723 | loss: 3.88333e-05 | val_loss: 3.14201e-05 | Time: 2481.97 ms [2022-04-11 01:05:12 main:574] : INFO : Epoch 1724 | loss: 3.88159e-05 | val_loss: 3.20046e-05 | Time: 2484.02 ms [2022-04-11 01:05:14 main:574] : INFO : Epoch 1725 | loss: 3.87799e-05 | val_loss: 3.26525e-05 | Time: 2487.39 ms [2022-04-11 01:05:17 main:574] : INFO : Epoch 1726 | loss: 4.33292e-05 | val_loss: 3.51422e-05 | Time: 2482.97 ms [2022-04-11 01:05:19 main:574] : INFO : Epoch 1727 | loss: 3.9935e-05 | val_loss: 3.13286e-05 | Time: 2486.88 ms [2022-04-11 01:05:22 main:574] : INFO : Epoch 1728 | loss: 3.91899e-05 | val_loss: 3.13785e-05 | Time: 2481.37 ms [2022-04-11 01:05:24 main:574] : INFO : Epoch 1729 | loss: 3.92524e-05 | val_loss: 3.19651e-05 | Time: 2487.88 ms [2022-04-11 01:05:27 main:574] : INFO : Epoch 1730 | loss: 3.86016e-05 | val_loss: 3.13498e-05 | Time: 2489.87 ms [2022-04-11 01:05:29 main:574] : INFO : Epoch 1731 | loss: 3.911e-05 | val_loss: 3.19304e-05 | Time: 2489.04 ms [2022-04-11 01:05:32 main:574] : INFO : Epoch 1732 | loss: 3.94243e-05 | val_loss: 3.4671e-05 | Time: 2478.5 ms [2022-04-11 01:05:34 main:574] : INFO : Epoch 1733 | loss: 4.40676e-05 | val_loss: 3.23021e-05 | Time: 2490.61 ms [2022-04-11 01:05:37 main:574] : INFO : Epoch 1734 | loss: 4.09875e-05 | val_loss: 3.28863e-05 | Time: 2485.63 ms [2022-04-11 01:05:39 main:574] : INFO : Epoch 1735 | loss: 3.92017e-05 | val_loss: 3.19209e-05 | Time: 2487.05 ms [2022-04-11 01:05:42 main:574] : INFO : Epoch 1736 | loss: 3.87011e-05 | val_loss: 3.13266e-05 | Time: 2478.54 ms [2022-04-11 01:05:44 main:574] : INFO : Epoch 1737 | loss: 3.86492e-05 | val_loss: 3.12507e-05 | Time: 2490.3 ms [2022-04-11 01:05:47 main:574] : INFO : Epoch 1738 | loss: 3.89449e-05 | val_loss: 3.32842e-05 | Time: 2484.47 ms [2022-04-11 01:05:49 main:574] : INFO : Epoch 1739 | loss: 4.02657e-05 | val_loss: 3.18798e-05 | Time: 2492.24 ms [2022-04-11 01:05:52 main:574] : INFO : Epoch 1740 | loss: 4.11992e-05 | val_loss: 3.45308e-05 | Time: 2478.89 ms [2022-04-11 01:05:55 main:574] : INFO : Epoch 1741 | loss: 3.93843e-05 | val_loss: 3.15799e-05 | Time: 2489.87 ms [2022-04-11 01:05:57 main:574] : INFO : Epoch 1742 | loss: 3.96747e-05 | val_loss: 3.26357e-05 | Time: 2480.92 ms [2022-04-11 01:06:00 main:574] : INFO : Epoch 1743 | loss: 4.03176e-05 | val_loss: 3.1903e-05 | Time: 2483.79 ms [2022-04-11 01:06:02 main:574] : INFO : Epoch 1744 | loss: 4.0353e-05 | val_loss: 3.31808e-05 | Time: 2477.79 ms [2022-04-11 01:06:05 main:574] : INFO : Epoch 1745 | loss: 4.08799e-05 | val_loss: 3.4534e-05 | Time: 2484.47 ms [2022-04-11 01:06:07 main:574] : INFO : Epoch 1746 | loss: 4.08905e-05 | val_loss: 3.40112e-05 | Time: 2486.35 ms [2022-04-11 01:06:10 main:574] : INFO : Epoch 1747 | loss: 3.94618e-05 | val_loss: 3.15479e-05 | Time: 2484.58 ms [2022-04-11 01:06:12 main:574] : INFO : Epoch 1748 | loss: 4.00211e-05 | val_loss: 3.34832e-05 | Time: 2483.36 ms [2022-04-11 01:06:15 main:574] : INFO : Epoch 1749 | loss: 3.9457e-05 | val_loss: 3.14129e-05 | Time: 2482.43 ms [2022-04-11 01:06:17 main:574] : INFO : Epoch 1750 | loss: 4.00885e-05 | val_loss: 3.78559e-05 | Time: 2482.55 ms [2022-04-11 01:06:20 main:574] : INFO : Epoch 1751 | loss: 4.12877e-05 | val_loss: 3.21256e-05 | Time: 2489.94 ms [2022-04-11 01:06:22 main:574] : INFO : Epoch 1752 | loss: 3.93385e-05 | val_loss: 3.15542e-05 | Time: 2480.1 ms [2022-04-11 01:06:25 main:574] : INFO : Epoch 1753 | loss: 3.86343e-05 | val_loss: 3.21834e-05 | Time: 2485.96 ms [2022-04-11 01:06:27 main:574] : INFO : Epoch 1754 | loss: 4.44104e-05 | val_loss: 3.373e-05 | Time: 2487.88 ms [2022-04-11 01:06:30 main:574] : INFO : Epoch 1755 | loss: 4.12211e-05 | val_loss: 3.34136e-05 | Time: 2486.05 ms [2022-04-11 01:06:32 main:574] : INFO : Epoch 1756 | loss: 3.90841e-05 | val_loss: 3.17593e-05 | Time: 2480.02 ms [2022-04-11 01:06:35 main:574] : INFO : Epoch 1757 | loss: 3.88923e-05 | val_loss: 3.29497e-05 | Time: 2486.01 ms [2022-04-11 01:06:37 main:574] : INFO : Epoch 1758 | loss: 4.07034e-05 | val_loss: 3.39436e-05 | Time: 2485.74 ms [2022-04-11 01:06:40 main:574] : INFO : Epoch 1759 | loss: 3.93293e-05 | val_loss: 3.22966e-05 | Time: 2489.2 ms [2022-04-11 01:06:42 main:574] : INFO : Epoch 1760 | loss: 4.02587e-05 | val_loss: 3.24458e-05 | Time: 2480.18 ms [2022-04-11 01:06:45 main:574] : INFO : Epoch 1761 | loss: 3.88302e-05 | val_loss: 3.26502e-05 | Time: 2494.15 ms [2022-04-11 01:06:47 main:574] : INFO : Epoch 1762 | loss: 3.92723e-05 | val_loss: 3.19567e-05 | Time: 2485.79 ms [2022-04-11 01:06:50 main:574] : INFO : Epoch 1763 | loss: 3.96767e-05 | val_loss: 3.17901e-05 | Time: 2493.08 ms [2022-04-11 01:06:53 main:574] : INFO : Epoch 1764 | loss: 3.91239e-05 | val_loss: 3.14914e-05 | Time: 2481.78 ms [2022-04-11 01:06:55 main:574] : INFO : Epoch 1765 | loss: 4.30562e-05 | val_loss: 5.38105e-05 | Time: 2494 ms [2022-04-11 01:06:58 main:574] : INFO : Epoch 1766 | loss: 4.9532e-05 | val_loss: 3.47027e-05 | Time: 2486.25 ms [2022-04-11 01:07:00 main:574] : INFO : Epoch 1767 | loss: 4.10843e-05 | val_loss: 3.25895e-05 | Time: 2487.18 ms [2022-04-11 01:07:03 main:574] : INFO : Epoch 1768 | loss: 3.92706e-05 | val_loss: 3.14299e-05 | Time: 2482.38 ms [2022-04-11 01:07:05 main:574] : INFO : Epoch 1769 | loss: 3.90296e-05 | val_loss: 3.14307e-05 | Time: 2485.03 ms [2022-04-11 01:07:08 main:574] : INFO : Epoch 1770 | loss: 3.89769e-05 | val_loss: 3.15646e-05 | Time: 2489.33 ms [2022-04-11 01:07:10 main:574] : INFO : Epoch 1771 | loss: 3.89633e-05 | val_loss: 3.1632e-05 | Time: 2489.22 ms [2022-04-11 01:07:13 main:574] : INFO : Epoch 1772 | loss: 3.88389e-05 | val_loss: 3.15541e-05 | Time: 2480.12 ms [2022-04-11 01:07:15 main:574] : INFO : Epoch 1773 | loss: 3.92041e-05 | val_loss: 3.57813e-05 | Time: 2486 ms [2022-04-11 01:07:18 main:574] : INFO : Epoch 1774 | loss: 4.94909e-05 | val_loss: 3.69566e-05 | Time: 2484.28 ms [2022-04-11 01:07:20 main:574] : INFO : Epoch 1775 | loss: 4.06245e-05 | val_loss: 3.18436e-05 | Time: 2484.85 ms [2022-04-11 01:07:23 main:574] : INFO : Epoch 1776 | loss: 3.93232e-05 | val_loss: 3.15417e-05 | Time: 2492.47 ms [2022-04-11 01:07:25 main:574] : INFO : Epoch 1777 | loss: 3.89233e-05 | val_loss: 3.19046e-05 | Time: 2490.54 ms [2022-04-11 01:07:28 main:574] : INFO : Epoch 1778 | loss: 3.94823e-05 | val_loss: 3.19839e-05 | Time: 2488.9 ms [2022-04-11 01:07:30 main:574] : INFO : Epoch 1779 | loss: 3.90161e-05 | val_loss: 3.18382e-05 | Time: 2492.16 ms [2022-04-11 01:07:33 main:574] : INFO : Epoch 1780 | loss: 3.94763e-05 | val_loss: 3.18463e-05 | Time: 2480.44 ms [2022-04-11 01:07:35 main:574] : INFO : Epoch 1781 | loss: 3.91548e-05 | val_loss: 3.15276e-05 | Time: 2488.9 ms [2022-04-11 01:07:38 main:574] : INFO : Epoch 1782 | loss: 3.89333e-05 | val_loss: 3.15171e-05 | Time: 2482.69 ms [2022-04-11 01:07:40 main:574] : INFO : Epoch 1783 | loss: 4.04334e-05 | val_loss: 3.74781e-05 | Time: 2492.32 ms [2022-04-11 01:07:43 main:574] : INFO : Epoch 1784 | loss: 4.52809e-05 | val_loss: 3.58401e-05 | Time: 2485.47 ms [2022-04-11 01:07:46 main:574] : INFO : Epoch 1785 | loss: 4.0358e-05 | val_loss: 3.2374e-05 | Time: 2491.82 ms [2022-04-11 01:07:48 main:574] : INFO : Epoch 1786 | loss: 3.96536e-05 | val_loss: 3.21534e-05 | Time: 2484.16 ms [2022-04-11 01:07:51 main:574] : INFO : Epoch 1787 | loss: 3.97307e-05 | val_loss: 3.3022e-05 | Time: 2488.96 ms [2022-04-11 01:07:53 main:574] : INFO : Epoch 1788 | loss: 3.93236e-05 | val_loss: 3.1898e-05 | Time: 2483.17 ms [2022-04-11 01:07:56 main:574] : INFO : Epoch 1789 | loss: 3.96342e-05 | val_loss: 3.47464e-05 | Time: 2488.62 ms [2022-04-11 01:07:58 main:574] : INFO : Epoch 1790 | loss: 4.05014e-05 | val_loss: 3.36035e-05 | Time: 2487.03 ms [2022-04-11 01:08:01 main:574] : INFO : Epoch 1791 | loss: 3.97768e-05 | val_loss: 3.25573e-05 | Time: 2486.89 ms [2022-04-11 01:08:03 main:574] : INFO : Epoch 1792 | loss: 3.9318e-05 | val_loss: 3.1629e-05 | Time: 2482.95 ms [2022-04-11 01:08:06 main:574] : INFO : Epoch 1793 | loss: 4.30555e-05 | val_loss: 3.55068e-05 | Time: 2498.12 ms [2022-04-11 01:08:08 main:574] : INFO : Epoch 1794 | loss: 4.02815e-05 | val_loss: 3.18348e-05 | Time: 2481.67 ms [2022-04-11 01:08:11 main:574] : INFO : Epoch 1795 | loss: 3.95283e-05 | val_loss: 3.19199e-05 | Time: 2486.48 ms [2022-04-11 01:08:13 main:574] : INFO : Epoch 1796 | loss: 8.83824e-05 | val_loss: 0.000151568 | Time: 2482.35 ms [2022-04-11 01:08:16 main:574] : INFO : Epoch 1797 | loss: 0.000315357 | val_loss: 0.000342656 | Time: 2489.02 ms [2022-04-11 01:08:18 main:574] : INFO : Epoch 1798 | loss: 0.0104569 | val_loss: 0.00663761 | Time: 2478.79 ms [2022-04-11 01:08:21 main:574] : INFO : Epoch 1799 | loss: 0.00359573 | val_loss: 0.00230901 | Time: 2485.11 ms [2022-04-11 01:08:23 main:574] : INFO : Epoch 1800 | loss: 0.00139048 | val_loss: 0.000639966 | Time: 2481.2 ms [2022-04-11 01:08:26 main:574] : INFO : Epoch 1801 | loss: 0.000552204 | val_loss: 0.000368036 | Time: 2492.65 ms [2022-04-11 01:08:28 main:574] : INFO : Epoch 1802 | loss: 0.000389704 | val_loss: 0.000340507 | Time: 2487.28 ms [2022-04-11 01:08:31 main:574] : INFO : Epoch 1803 | loss: 0.000364015 | val_loss: 0.000314725 | Time: 2485.33 ms [2022-04-11 01:08:33 main:574] : INFO : Epoch 1804 | loss: 0.000347429 | val_loss: 0.000310517 | Time: 2480.4 ms [2022-04-11 01:08:36 main:574] : INFO : Epoch 1805 | loss: 0.000343783 | val_loss: 0.000309162 | Time: 2486.13 ms [2022-04-11 01:08:39 main:574] : INFO : Epoch 1806 | loss: 0.000341823 | val_loss: 0.000307222 | Time: 2473.74 ms [2022-04-11 01:08:41 main:574] : INFO : Epoch 1807 | loss: 0.000338161 | val_loss: 0.000299614 | Time: 2485.07 ms [2022-04-11 01:08:44 main:574] : INFO : Epoch 1808 | loss: 0.000331401 | val_loss: 0.000295914 | Time: 2480.27 ms [2022-04-11 01:08:46 main:574] : INFO : Epoch 1809 | loss: 0.000329709 | val_loss: 0.00029487 | Time: 2487.23 ms [2022-04-11 01:08:49 main:574] : INFO : Epoch 1810 | loss: 0.000325681 | val_loss: 0.0002945 | Time: 2482.25 ms [2022-04-11 01:08:51 main:574] : INFO : Epoch 1811 | loss: 0.000327183 | val_loss: 0.000293359 | Time: 2490.44 ms [2022-04-11 01:08:54 main:574] : INFO : Epoch 1812 | loss: 0.000330607 | val_loss: 0.000297194 | Time: 2482.05 ms [2022-04-11 01:08:56 main:574] : INFO : Epoch 1813 | loss: 0.000329287 | val_loss: 0.000292968 | Time: 2488.31 ms [2022-04-11 01:08:59 main:574] : INFO : Epoch 1814 | loss: 0.000327115 | val_loss: 0.000291012 | Time: 2481.4 ms [2022-04-11 01:09:01 main:574] : INFO : Epoch 1815 | loss: 0.000324758 | val_loss: 0.000289296 | Time: 2490.09 ms [2022-04-11 01:09:04 main:574] : INFO : Epoch 1816 | loss: 0.000327644 | val_loss: 0.000303666 | Time: 2480.48 ms [2022-04-11 01:09:06 main:574] : INFO : Epoch 1817 | loss: 0.000335542 | val_loss: 0.000301032 | Time: 2494.41 ms [2022-04-11 01:09:09 main:574] : INFO : Epoch 1818 | loss: 0.000330238 | val_loss: 0.000299926 | Time: 2491.97 ms [2022-04-11 01:09:11 main:574] : INFO : Epoch 1819 | loss: 0.000327815 | val_loss: 0.000298539 | Time: 2486.74 ms [2022-04-11 01:09:14 main:574] : INFO : Epoch 1820 | loss: 0.000327122 | val_loss: 0.00030002 | Time: 2484.31 ms [2022-04-11 01:09:16 main:574] : INFO : Epoch 1821 | loss: 0.000335466 | val_loss: 0.000336193 | Time: 2486.93 ms [2022-04-11 01:09:19 main:574] : INFO : Epoch 1822 | loss: 0.000464844 | val_loss: 0.000602911 | Time: 2485.99 ms [2022-04-11 01:09:21 main:574] : INFO : Epoch 1823 | loss: 0.000691825 | val_loss: 0.000725935 | Time: 2480.94 ms [2022-04-11 01:09:24 main:574] : INFO : Epoch 1824 | loss: 0.000802438 | val_loss: 0.000740854 | Time: 2487.1 ms [2022-04-11 01:09:26 main:574] : INFO : Epoch 1825 | loss: 0.000790849 | val_loss: 0.000829694 | Time: 2488.35 ms [2022-04-11 01:09:29 main:574] : INFO : Epoch 1826 | loss: 0.000839226 | val_loss: 0.000842858 | Time: 2486.76 ms [2022-04-11 01:09:31 main:574] : INFO : Epoch 1827 | loss: 0.000869031 | val_loss: 0.000856673 | Time: 2483.93 ms [2022-04-11 01:09:34 main:574] : INFO : Epoch 1828 | loss: 0.000855072 | val_loss: 0.000798429 | Time: 2478.24 ms [2022-04-11 01:09:37 main:574] : INFO : Epoch 1829 | loss: 0.000873656 | val_loss: 0.00084455 | Time: 2485.22 ms [2022-04-11 01:09:39 main:574] : INFO : Epoch 1830 | loss: 0.000863017 | val_loss: 0.000973761 | Time: 2488.25 ms [2022-04-11 01:09:42 main:574] : INFO : Epoch 1831 | loss: 0.000961993 | val_loss: 0.000935197 | Time: 2482.5 ms [2022-04-11 01:09:44 main:574] : INFO : Epoch 1832 | loss: 0.000932062 | val_loss: 0.000911147 | Time: 2482.34 ms [2022-04-11 01:09:47 main:574] : INFO : Epoch 1833 | loss: 0.000820601 | val_loss: 0.000657504 | Time: 2487.1 ms [2022-04-11 01:09:49 main:574] : INFO : Epoch 1834 | loss: 0.000593908 | val_loss: 0.000513008 | Time: 2492.69 ms [2022-04-11 01:09:52 main:574] : INFO : Epoch 1835 | loss: 0.000492533 | val_loss: 0.000442432 | Time: 2481.49 ms [2022-04-11 01:09:54 main:574] : INFO : Epoch 1836 | loss: 0.000456257 | val_loss: 0.000420736 | Time: 2481.67 ms [2022-04-11 01:09:57 main:574] : INFO : Epoch 1837 | loss: 0.000428508 | val_loss: 0.000374262 | Time: 2488.69 ms [2022-04-11 01:09:59 main:574] : INFO : Epoch 1838 | loss: 0.000400192 | val_loss: 0.000355765 | Time: 2476.92 ms [2022-04-11 01:10:02 main:574] : INFO : Epoch 1839 | loss: 0.00038306 | val_loss: 0.000332808 | Time: 2488.61 ms [2022-04-11 01:10:04 main:574] : INFO : Epoch 1840 | loss: 0.000363391 | val_loss: 0.000310637 | Time: 2480.04 ms [2022-04-11 01:10:07 main:574] : INFO : Epoch 1841 | loss: 0.000329982 | val_loss: 0.000294092 | Time: 2489.83 ms [2022-04-11 01:10:09 main:574] : INFO : Epoch 1842 | loss: 0.000317245 | val_loss: 0.000288066 | Time: 2483.23 ms [2022-04-11 01:10:12 main:574] : INFO : Epoch 1843 | loss: 0.000310664 | val_loss: 0.000281216 | Time: 2485.66 ms [2022-04-11 01:10:14 main:574] : INFO : Epoch 1844 | loss: 0.000305286 | val_loss: 0.000277708 | Time: 2482.06 ms [2022-04-11 01:10:17 main:574] : INFO : Epoch 1845 | loss: 0.000298895 | val_loss: 0.000271668 | Time: 2484.34 ms [2022-04-11 01:10:19 main:574] : INFO : Epoch 1846 | loss: 0.000296902 | val_loss: 0.000275554 | Time: 2478.04 ms [2022-04-11 01:10:22 main:574] : INFO : Epoch 1847 | loss: 0.000300509 | val_loss: 0.000275892 | Time: 2489.83 ms [2022-04-11 01:10:24 main:574] : INFO : Epoch 1848 | loss: 0.000301959 | val_loss: 0.000277427 | Time: 2475.18 ms [2022-04-11 01:10:27 main:574] : INFO : Epoch 1849 | loss: 0.000302655 | val_loss: 0.000278616 | Time: 2485.78 ms [2022-04-11 01:10:29 main:574] : INFO : Epoch 1850 | loss: 0.000307398 | val_loss: 0.000283933 | Time: 2479.98 ms [2022-04-11 01:10:32 main:574] : INFO : Epoch 1851 | loss: 0.000307489 | val_loss: 0.00028893 | Time: 2488.42 ms [2022-04-11 01:10:34 main:574] : INFO : Epoch 1852 | loss: 0.00030865 | val_loss: 0.000288542 | Time: 2478.9 ms [2022-04-11 01:10:37 main:574] : INFO : Epoch 1853 | loss: 0.000302411 | val_loss: 0.000266039 | Time: 2483.35 ms [2022-04-11 01:10:40 main:574] : INFO : Epoch 1854 | loss: 0.000287231 | val_loss: 0.000258219 | Time: 2486.13 ms [2022-04-11 01:10:42 main:574] : INFO : Epoch 1855 | loss: 0.000280542 | val_loss: 0.000250999 | Time: 2490.08 ms [2022-04-11 01:10:45 main:574] : INFO : Epoch 1856 | loss: 0.000274311 | val_loss: 0.000271724 | Time: 2485.53 ms [2022-04-11 01:10:47 main:574] : INFO : Epoch 1857 | loss: 0.000273435 | val_loss: 0.000243324 | Time: 2487.51 ms [2022-04-11 01:10:50 main:574] : INFO : Epoch 1858 | loss: 0.000265829 | val_loss: 0.000243493 | Time: 2484.1 ms [2022-04-11 01:10:52 main:574] : INFO : Epoch 1859 | loss: 0.000265342 | val_loss: 0.000240381 | Time: 2491.25 ms [2022-04-11 01:10:55 main:574] : INFO : Epoch 1860 | loss: 0.000265281 | val_loss: 0.00024084 | Time: 2485.48 ms [2022-04-11 01:10:57 main:574] : INFO : Epoch 1861 | loss: 0.000264831 | val_loss: 0.000239192 | Time: 2483.29 ms [2022-04-11 01:11:00 main:574] : INFO : Epoch 1862 | loss: 0.000265341 | val_loss: 0.000242915 | Time: 2485.47 ms [2022-04-11 01:11:02 main:574] : INFO : Epoch 1863 | loss: 0.000266174 | val_loss: 0.000239124 | Time: 2484.72 ms [2022-04-11 01:11:05 main:574] : INFO : Epoch 1864 | loss: 0.000263256 | val_loss: 0.000238929 | Time: 2479.95 ms [2022-04-11 01:11:07 main:574] : INFO : Epoch 1865 | loss: 0.00026327 | val_loss: 0.000238922 | Time: 2495.62 ms [2022-04-11 01:11:10 main:574] : INFO : Epoch 1866 | loss: 0.000263086 | val_loss: 0.000238293 | Time: 2484.87 ms [2022-04-11 01:11:12 main:574] : INFO : Epoch 1867 | loss: 0.000262689 | val_loss: 0.000237548 | Time: 2483.44 ms [2022-04-11 01:11:15 main:574] : INFO : Epoch 1868 | loss: 0.000262228 | val_loss: 0.000237665 | Time: 2483.92 ms [2022-04-11 01:11:17 main:574] : INFO : Epoch 1869 | loss: 0.000262113 | val_loss: 0.000238333 | Time: 2488.98 ms [2022-04-11 01:11:20 main:574] : INFO : Epoch 1870 | loss: 0.00026233 | val_loss: 0.000237869 | Time: 2481.17 ms [2022-04-11 01:11:22 main:574] : INFO : Epoch 1871 | loss: 0.000262883 | val_loss: 0.000238771 | Time: 2484.38 ms [2022-04-11 01:11:25 main:574] : INFO : Epoch 1872 | loss: 0.000262793 | val_loss: 0.000240217 | Time: 2479.9 ms [2022-04-11 01:11:27 main:574] : INFO : Epoch 1873 | loss: 0.00026334 | val_loss: 0.000238621 | Time: 2489.84 ms [2022-04-11 01:11:30 main:574] : INFO : Epoch 1874 | loss: 0.000263536 | val_loss: 0.000238425 | Time: 2487.89 ms [2022-04-11 01:11:32 main:574] : INFO : Epoch 1875 | loss: 0.000262232 | val_loss: 0.00023806 | Time: 2490.49 ms [2022-04-11 01:11:35 main:574] : INFO : Epoch 1876 | loss: 0.000262437 | val_loss: 0.000237193 | Time: 2484.06 ms [2022-04-11 01:11:38 main:574] : INFO : Epoch 1877 | loss: 0.000262402 | val_loss: 0.000237315 | Time: 2487.4 ms [2022-04-11 01:11:40 main:574] : INFO : Epoch 1878 | loss: 0.000262452 | val_loss: 0.00023781 | Time: 2500.03 ms [2022-04-11 01:11:43 main:574] : INFO : Epoch 1879 | loss: 0.000262582 | val_loss: 0.000238788 | Time: 2486.03 ms [2022-04-11 01:11:45 main:574] : INFO : Epoch 1880 | loss: 0.000262043 | val_loss: 0.00023792 | Time: 2485.74 ms [2022-04-11 01:11:48 main:574] : INFO : Epoch 1881 | loss: 0.000261583 | val_loss: 0.000236932 | Time: 2487.14 ms [2022-04-11 01:11:50 main:574] : INFO : Epoch 1882 | loss: 0.000261168 | val_loss: 0.0002367 | Time: 2482.68 ms [2022-04-11 01:11:53 main:574] : INFO : Epoch 1883 | loss: 0.00026121 | val_loss: 0.000239162 | Time: 2479.86 ms [2022-04-11 01:11:55 main:574] : INFO : Epoch 1884 | loss: 0.000262836 | val_loss: 0.000237109 | Time: 2488.09 ms [2022-04-11 01:11:58 main:574] : INFO : Epoch 1885 | loss: 0.000261503 | val_loss: 0.000238328 | Time: 2494.21 ms [2022-04-11 01:12:00 main:574] : INFO : Epoch 1886 | loss: 0.000261058 | val_loss: 0.000237431 | Time: 2479.37 ms [2022-04-11 01:12:03 main:574] : INFO : Epoch 1887 | loss: 0.000261743 | val_loss: 0.000235819 | Time: 2481.93 ms [2022-04-11 01:12:05 main:574] : INFO : Epoch 1888 | loss: 0.000261406 | val_loss: 0.00023605 | Time: 2482.35 ms [2022-04-11 01:12:08 main:574] : INFO : Epoch 1889 | loss: 0.000261499 | val_loss: 0.000236807 | Time: 2489.87 ms [2022-04-11 01:12:10 main:574] : INFO : Epoch 1890 | loss: 0.000260396 | val_loss: 0.000235768 | Time: 2479.11 ms [2022-04-11 01:12:13 main:574] : INFO : Epoch 1891 | loss: 0.000260952 | val_loss: 0.000235716 | Time: 2483.75 ms [2022-04-11 01:12:15 main:574] : INFO : Epoch 1892 | loss: 0.000261382 | val_loss: 0.000236029 | Time: 2480.2 ms [2022-04-11 01:12:18 main:574] : INFO : Epoch 1893 | loss: 0.000260772 | val_loss: 0.000235967 | Time: 2487.37 ms [2022-04-11 01:12:20 main:574] : INFO : Epoch 1894 | loss: 0.000261111 | val_loss: 0.000237239 | Time: 2489.92 ms [2022-04-11 01:12:23 main:574] : INFO : Epoch 1895 | loss: 0.000261399 | val_loss: 0.000236083 | Time: 2487.76 ms [2022-04-11 01:12:25 main:574] : INFO : Epoch 1896 | loss: 0.000261127 | val_loss: 0.000235515 | Time: 2479.12 ms [2022-04-11 01:12:28 main:574] : INFO : Epoch 1897 | loss: 0.000260888 | val_loss: 0.000235385 | Time: 2488.95 ms [2022-04-11 01:12:30 main:574] : INFO : Epoch 1898 | loss: 0.000260045 | val_loss: 0.000236362 | Time: 2485.63 ms [2022-04-11 01:12:33 main:574] : INFO : Epoch 1899 | loss: 0.000261228 | val_loss: 0.000237042 | Time: 2491.18 ms [2022-04-11 01:12:36 main:574] : INFO : Epoch 1900 | loss: 0.000262597 | val_loss: 0.000237 | Time: 2484.99 ms [2022-04-11 01:12:38 main:574] : INFO : Epoch 1901 | loss: 0.000260065 | val_loss: 0.000235985 | Time: 2491.35 ms [2022-04-11 01:12:41 main:574] : INFO : Epoch 1902 | loss: 0.000260384 | val_loss: 0.000237011 | Time: 2483.96 ms [2022-04-11 01:12:43 main:574] : INFO : Epoch 1903 | loss: 0.000262195 | val_loss: 0.000238685 | Time: 2486.64 ms [2022-04-11 01:12:46 main:574] : INFO : Epoch 1904 | loss: 0.000263636 | val_loss: 0.000239469 | Time: 2489.37 ms [2022-04-11 01:12:48 main:574] : INFO : Epoch 1905 | loss: 0.000264427 | val_loss: 0.000239103 | Time: 2488.95 ms [2022-04-11 01:12:51 main:574] : INFO : Epoch 1906 | loss: 0.00026284 | val_loss: 0.000237697 | Time: 2489.59 ms [2022-04-11 01:12:53 main:574] : INFO : Epoch 1907 | loss: 0.000262475 | val_loss: 0.000234288 | Time: 2481.5 ms [2022-04-11 01:12:56 main:574] : INFO : Epoch 1908 | loss: 0.000259642 | val_loss: 0.000228577 | Time: 2478.37 ms [2022-04-11 01:12:58 main:574] : INFO : Epoch 1909 | loss: 0.000202069 | val_loss: 0.000152936 | Time: 2491.35 ms [2022-04-11 01:13:01 main:574] : INFO : Epoch 1910 | loss: 0.00016532 | val_loss: 0.000145138 | Time: 2478.74 ms [2022-04-11 01:13:03 main:574] : INFO : Epoch 1911 | loss: 0.00015764 | val_loss: 0.00014045 | Time: 2487.03 ms [2022-04-11 01:13:06 main:574] : INFO : Epoch 1912 | loss: 0.000154564 | val_loss: 0.000138673 | Time: 2486.02 ms [2022-04-11 01:13:08 main:574] : INFO : Epoch 1913 | loss: 0.000153212 | val_loss: 0.000138556 | Time: 2487.34 ms [2022-04-11 01:13:11 main:574] : INFO : Epoch 1914 | loss: 0.000152835 | val_loss: 0.000138005 | Time: 2486.37 ms [2022-04-11 01:13:13 main:574] : INFO : Epoch 1915 | loss: 0.000151581 | val_loss: 0.000135642 | Time: 2482.73 ms [2022-04-11 01:13:16 main:574] : INFO : Epoch 1916 | loss: 0.000150094 | val_loss: 0.000136367 | Time: 2484.4 ms [2022-04-11 01:13:18 main:574] : INFO : Epoch 1917 | loss: 0.000149893 | val_loss: 0.000136009 | Time: 2495.36 ms [2022-04-11 01:13:21 main:574] : INFO : Epoch 1918 | loss: 0.00015573 | val_loss: 0.000151502 | Time: 2485.37 ms [2022-04-11 01:13:23 main:574] : INFO : Epoch 1919 | loss: 0.000156939 | val_loss: 0.000139407 | Time: 2490.4 ms [2022-04-11 01:13:26 main:574] : INFO : Epoch 1920 | loss: 0.000159017 | val_loss: 0.00016286 | Time: 2478.4 ms [2022-04-11 01:13:29 main:574] : INFO : Epoch 1921 | loss: 0.000185215 | val_loss: 0.000176157 | Time: 2487.23 ms [2022-04-11 01:13:31 main:574] : INFO : Epoch 1922 | loss: 0.00019297 | val_loss: 0.00017673 | Time: 2477.63 ms [2022-04-11 01:13:34 main:574] : INFO : Epoch 1923 | loss: 0.000175854 | val_loss: 0.000144566 | Time: 2484.79 ms [2022-04-11 01:13:36 main:574] : INFO : Epoch 1924 | loss: 0.000151961 | val_loss: 0.000140226 | Time: 2475.85 ms [2022-04-11 01:13:39 main:574] : INFO : Epoch 1925 | loss: 0.000150897 | val_loss: 0.000139117 | Time: 2497.29 ms [2022-04-11 01:13:41 main:574] : INFO : Epoch 1926 | loss: 0.000151477 | val_loss: 0.000139674 | Time: 2481.97 ms [2022-04-11 01:13:44 main:574] : INFO : Epoch 1927 | loss: 0.000151605 | val_loss: 0.000139228 | Time: 2483.82 ms [2022-04-11 01:13:46 main:574] : INFO : Epoch 1928 | loss: 0.000150808 | val_loss: 0.000138832 | Time: 2471.32 ms [2022-04-11 01:13:49 main:574] : INFO : Epoch 1929 | loss: 0.000151695 | val_loss: 0.000141203 | Time: 2487.89 ms [2022-04-11 01:13:51 main:574] : INFO : Epoch 1930 | loss: 0.000150627 | val_loss: 0.000141113 | Time: 2487.8 ms [2022-04-11 01:13:54 main:574] : INFO : Epoch 1931 | loss: 0.000150252 | val_loss: 0.000138474 | Time: 2485.46 ms [2022-04-11 01:13:56 main:574] : INFO : Epoch 1932 | loss: 0.000149731 | val_loss: 0.000139253 | Time: 2481.08 ms [2022-04-11 01:13:59 main:574] : INFO : Epoch 1933 | loss: 0.00014903 | val_loss: 0.000139315 | Time: 2485.45 ms [2022-04-11 01:14:01 main:574] : INFO : Epoch 1934 | loss: 0.00015022 | val_loss: 0.000138434 | Time: 2486.46 ms [2022-04-11 01:14:04 main:574] : INFO : Epoch 1935 | loss: 0.000148335 | val_loss: 0.00013954 | Time: 2484.39 ms [2022-04-11 01:14:06 main:574] : INFO : Epoch 1936 | loss: 0.00015061 | val_loss: 0.000146342 | Time: 2479.6 ms [2022-04-11 01:14:09 main:574] : INFO : Epoch 1937 | loss: 0.000163324 | val_loss: 0.000161822 | Time: 2489.51 ms [2022-04-11 01:14:11 main:574] : INFO : Epoch 1938 | loss: 0.000165969 | val_loss: 0.000148326 | Time: 2480.89 ms [2022-04-11 01:14:14 main:574] : INFO : Epoch 1939 | loss: 0.000161789 | val_loss: 0.000161732 | Time: 2478.08 ms [2022-04-11 01:14:16 main:574] : INFO : Epoch 1940 | loss: 0.000163878 | val_loss: 0.000151717 | Time: 2482.81 ms [2022-04-11 01:14:19 main:574] : INFO : Epoch 1941 | loss: 0.000160482 | val_loss: 0.000150724 | Time: 2483.15 ms [2022-04-11 01:14:21 main:574] : INFO : Epoch 1942 | loss: 0.000160653 | val_loss: 0.000151301 | Time: 2482.58 ms [2022-04-11 01:14:24 main:574] : INFO : Epoch 1943 | loss: 0.000159242 | val_loss: 0.000152348 | Time: 2486.34 ms [2022-04-11 01:14:26 main:574] : INFO : Epoch 1944 | loss: 0.000163431 | val_loss: 0.000153514 | Time: 2484.34 ms [2022-04-11 01:14:29 main:574] : INFO : Epoch 1945 | loss: 0.000185975 | val_loss: 0.000163962 | Time: 2489.82 ms [2022-04-11 01:14:32 main:574] : INFO : Epoch 1946 | loss: 0.000177821 | val_loss: 0.000156848 | Time: 2485.54 ms [2022-04-11 01:14:34 main:574] : INFO : Epoch 1947 | loss: 0.000159568 | val_loss: 0.000140806 | Time: 2490.69 ms [2022-04-11 01:14:37 main:574] : INFO : Epoch 1948 | loss: 0.000152008 | val_loss: 0.000141129 | Time: 2484.09 ms [2022-04-11 01:14:39 main:574] : INFO : Epoch 1949 | loss: 0.00015109 | val_loss: 0.000138836 | Time: 2492.76 ms [2022-04-11 01:14:42 main:574] : INFO : Epoch 1950 | loss: 0.000149695 | val_loss: 0.000138186 | Time: 2486.82 ms [2022-04-11 01:14:44 main:574] : INFO : Epoch 1951 | loss: 0.000148936 | val_loss: 0.000136703 | Time: 2485.28 ms [2022-04-11 01:14:47 main:574] : INFO : Epoch 1952 | loss: 0.000147407 | val_loss: 0.0001379 | Time: 2474.19 ms [2022-04-11 01:14:49 main:574] : INFO : Epoch 1953 | loss: 0.000148988 | val_loss: 0.00013975 | Time: 2492.12 ms [2022-04-11 01:14:52 main:574] : INFO : Epoch 1954 | loss: 0.000148685 | val_loss: 0.000136734 | Time: 2481.53 ms [2022-04-11 01:14:54 main:574] : INFO : Epoch 1955 | loss: 0.000139352 | val_loss: 0.000126365 | Time: 2489.85 ms [2022-04-11 01:14:57 main:574] : INFO : Epoch 1956 | loss: 0.000131683 | val_loss: 0.000123007 | Time: 2479.48 ms [2022-04-11 01:14:59 main:574] : INFO : Epoch 1957 | loss: 0.000116575 | val_loss: 0.000105643 | Time: 2488.82 ms [2022-04-11 01:15:02 main:574] : INFO : Epoch 1958 | loss: 0.000103874 | val_loss: 8.58913e-05 | Time: 2485.69 ms [2022-04-11 01:15:04 main:574] : INFO : Epoch 1959 | loss: 8.89547e-05 | val_loss: 6.9664e-05 | Time: 2484.93 ms [2022-04-11 01:15:07 main:574] : INFO : Epoch 1960 | loss: 7.00173e-05 | val_loss: 6.18168e-05 | Time: 2484.51 ms [2022-04-11 01:15:09 main:574] : INFO : Epoch 1961 | loss: 6.64668e-05 | val_loss: 6.1992e-05 | Time: 2490.31 ms [2022-04-11 01:15:12 main:574] : INFO : Epoch 1962 | loss: 6.52217e-05 | val_loss: 5.9061e-05 | Time: 2479.91 ms [2022-04-11 01:15:14 main:574] : INFO : Epoch 1963 | loss: 6.47905e-05 | val_loss: 5.89622e-05 | Time: 2485.7 ms [2022-04-11 01:15:17 main:574] : INFO : Epoch 1964 | loss: 6.38394e-05 | val_loss: 5.93109e-05 | Time: 2482.24 ms [2022-04-11 01:15:19 main:574] : INFO : Epoch 1965 | loss: 6.42251e-05 | val_loss: 5.93216e-05 | Time: 2488.25 ms [2022-04-11 01:15:22 main:574] : INFO : Epoch 1966 | loss: 6.54196e-05 | val_loss: 6.99484e-05 | Time: 2485.22 ms [2022-04-11 01:15:25 main:574] : INFO : Epoch 1967 | loss: 6.8553e-05 | val_loss: 6.11247e-05 | Time: 2482.33 ms [2022-04-11 01:15:27 main:574] : INFO : Epoch 1968 | loss: 6.47023e-05 | val_loss: 6.22681e-05 | Time: 2479.08 ms [2022-04-11 01:15:30 main:574] : INFO : Epoch 1969 | loss: 6.64785e-05 | val_loss: 5.92793e-05 | Time: 2491.47 ms [2022-04-11 01:15:32 main:574] : INFO : Epoch 1970 | loss: 6.37753e-05 | val_loss: 5.85234e-05 | Time: 2482.28 ms [2022-04-11 01:15:35 main:574] : INFO : Epoch 1971 | loss: 6.34072e-05 | val_loss: 5.89616e-05 | Time: 2485.88 ms [2022-04-11 01:15:37 main:574] : INFO : Epoch 1972 | loss: 6.32961e-05 | val_loss: 5.82022e-05 | Time: 2481.08 ms [2022-04-11 01:15:40 main:574] : INFO : Epoch 1973 | loss: 6.32376e-05 | val_loss: 5.95324e-05 | Time: 2493.44 ms [2022-04-11 01:15:42 main:574] : INFO : Epoch 1974 | loss: 6.48864e-05 | val_loss: 5.88456e-05 | Time: 2483 ms [2022-04-11 01:15:45 main:574] : INFO : Epoch 1975 | loss: 6.58437e-05 | val_loss: 6.28343e-05 | Time: 2493.34 ms [2022-04-11 01:15:47 main:574] : INFO : Epoch 1976 | loss: 6.18973e-05 | val_loss: 5.42061e-05 | Time: 2486.04 ms [2022-04-11 01:15:50 main:574] : INFO : Epoch 1977 | loss: 5.8941e-05 | val_loss: 5.24497e-05 | Time: 2489.11 ms [2022-04-11 01:15:52 main:574] : INFO : Epoch 1978 | loss: 6.06241e-05 | val_loss: 5.33147e-05 | Time: 2485.39 ms [2022-04-11 01:15:55 main:574] : INFO : Epoch 1979 | loss: 5.70946e-05 | val_loss: 5.16317e-05 | Time: 2491.11 ms [2022-04-11 01:15:57 main:574] : INFO : Epoch 1980 | loss: 5.7386e-05 | val_loss: 5.5199e-05 | Time: 2485.5 ms [2022-04-11 01:16:00 main:574] : INFO : Epoch 1981 | loss: 6.22226e-05 | val_loss: 5.2942e-05 | Time: 2478.84 ms [2022-04-11 01:16:02 main:574] : INFO : Epoch 1982 | loss: 5.84283e-05 | val_loss: 5.72157e-05 | Time: 2488.01 ms [2022-04-11 01:16:05 main:574] : INFO : Epoch 1983 | loss: 6.23993e-05 | val_loss: 5.32383e-05 | Time: 2490.59 ms [2022-04-11 01:16:07 main:574] : INFO : Epoch 1984 | loss: 0.00124573 | val_loss: 0.0103475 | Time: 2482.92 ms [2022-04-11 01:16:10 main:574] : INFO : Epoch 1985 | loss: 0.00756207 | val_loss: 0.0030335 | Time: 2489.28 ms [2022-04-11 01:16:12 main:574] : INFO : Epoch 1986 | loss: 0.00135764 | val_loss: 0.000535435 | Time: 2479.82 ms [2022-04-11 01:16:15 main:574] : INFO : Epoch 1987 | loss: 0.000413639 | val_loss: 0.000259002 | Time: 2481.41 ms [2022-04-11 01:16:18 main:574] : INFO : Epoch 1988 | loss: 0.000223495 | val_loss: 0.000170943 | Time: 2485.55 ms [2022-04-11 01:16:20 main:574] : INFO : Epoch 1989 | loss: 0.000172612 | val_loss: 0.000148941 | Time: 2485.86 ms [2022-04-11 01:16:23 main:574] : INFO : Epoch 1990 | loss: 0.000156497 | val_loss: 0.000138212 | Time: 2487.21 ms [2022-04-11 01:16:25 main:574] : INFO : Epoch 1991 | loss: 0.00014721 | val_loss: 0.000129399 | Time: 2483.96 ms [2022-04-11 01:16:28 main:574] : INFO : Epoch 1992 | loss: 0.00013905 | val_loss: 0.000124489 | Time: 2488.78 ms [2022-04-11 01:16:30 main:574] : INFO : Epoch 1993 | loss: 0.000135165 | val_loss: 0.000121598 | Time: 2485.23 ms [2022-04-11 01:16:33 main:574] : INFO : Epoch 1994 | loss: 0.000124747 | val_loss: 0.000117034 | Time: 2481.57 ms [2022-04-11 01:16:35 main:574] : INFO : Epoch 1995 | loss: 0.000121902 | val_loss: 0.000115548 | Time: 2480.41 ms [2022-04-11 01:16:38 main:574] : INFO : Epoch 1996 | loss: 0.000119686 | val_loss: 0.000111126 | Time: 2484.54 ms [2022-04-11 01:16:40 main:574] : INFO : Epoch 1997 | loss: 9.57158e-05 | val_loss: 5.76395e-05 | Time: 2485.62 ms [2022-04-11 01:16:43 main:574] : INFO : Epoch 1998 | loss: 5.55001e-05 | val_loss: 4.35266e-05 | Time: 2492.47 ms [2022-04-11 01:16:45 main:574] : INFO : Epoch 1999 | loss: 4.90638e-05 | val_loss: 4.20146e-05 | Time: 2474.79 ms [2022-04-11 01:16:48 main:574] : INFO : Epoch 2000 | loss: 4.7963e-05 | val_loss: 4.06013e-05 | Time: 2485.3 ms [2022-04-11 01:16:50 main:574] : INFO : Epoch 2001 | loss: 4.7233e-05 | val_loss: 4.14811e-05 | Time: 2496.59 ms [2022-04-11 01:16:53 main:574] : INFO : Epoch 2002 | loss: 4.74918e-05 | val_loss: 4.06554e-05 | Time: 2481.85 ms [2022-04-11 01:16:55 main:574] : INFO : Epoch 2003 | loss: 4.62817e-05 | val_loss: 3.97182e-05 | Time: 2485.97 ms [2022-04-11 01:16:58 main:574] : INFO : Epoch 2004 | loss: 4.59829e-05 | val_loss: 4.00804e-05 | Time: 2483.87 ms [2022-04-11 01:17:01 main:574] : INFO : Epoch 2005 | loss: 4.66505e-05 | val_loss: 3.97588e-05 | Time: 2493.48 ms [2022-04-11 01:17:03 main:574] : INFO : Epoch 2006 | loss: 4.60926e-05 | val_loss: 3.9701e-05 | Time: 2474.96 ms [2022-04-11 01:17:06 main:574] : INFO : Epoch 2007 | loss: 4.55526e-05 | val_loss: 3.94382e-05 | Time: 2491.95 ms [2022-04-11 01:17:08 main:574] : INFO : Epoch 2008 | loss: 4.5645e-05 | val_loss: 3.93931e-05 | Time: 2477.67 ms [2022-04-11 01:17:11 main:574] : INFO : Epoch 2009 | loss: 4.55744e-05 | val_loss: 3.93819e-05 | Time: 2493.73 ms [2022-04-11 01:17:13 main:574] : INFO : Epoch 2010 | loss: 4.54518e-05 | val_loss: 3.93559e-05 | Time: 2481.11 ms [2022-04-11 01:17:16 main:574] : INFO : Epoch 2011 | loss: 4.54248e-05 | val_loss: 3.93229e-05 | Time: 2483.05 ms [2022-04-11 01:17:18 main:574] : INFO : Epoch 2012 | loss: 4.5382e-05 | val_loss: 3.93306e-05 | Time: 2479.25 ms [2022-04-11 01:17:21 main:574] : INFO : Epoch 2013 | loss: 4.5363e-05 | val_loss: 3.94187e-05 | Time: 2492.05 ms [2022-04-11 01:17:23 main:574] : INFO : Epoch 2014 | loss: 4.5367e-05 | val_loss: 3.93251e-05 | Time: 2485.26 ms [2022-04-11 01:17:26 main:574] : INFO : Epoch 2015 | loss: 4.53441e-05 | val_loss: 3.93085e-05 | Time: 2487.34 ms [2022-04-11 01:17:28 main:574] : INFO : Epoch 2016 | loss: 4.53307e-05 | val_loss: 3.93112e-05 | Time: 2479.14 ms [2022-04-11 01:17:31 main:574] : INFO : Epoch 2017 | loss: 4.5305e-05 | val_loss: 3.926e-05 | Time: 2489.26 ms [2022-04-11 01:17:33 main:574] : INFO : Epoch 2018 | loss: 4.53073e-05 | val_loss: 3.93802e-05 | Time: 2493.39 ms [2022-04-11 01:17:36 main:574] : INFO : Epoch 2019 | loss: 4.52851e-05 | val_loss: 3.92974e-05 | Time: 2491.11 ms [2022-04-11 01:17:38 main:574] : INFO : Epoch 2020 | loss: 4.52622e-05 | val_loss: 3.93774e-05 | Time: 2477.76 ms [2022-04-11 01:17:41 main:574] : INFO : Epoch 2021 | loss: 4.52463e-05 | val_loss: 3.93207e-05 | Time: 2488.25 ms [2022-04-11 01:17:43 main:574] : INFO : Epoch 2022 | loss: 4.52437e-05 | val_loss: 3.93558e-05 | Time: 2489.52 ms [2022-04-11 01:17:46 main:574] : INFO : Epoch 2023 | loss: 4.52351e-05 | val_loss: 3.9338e-05 | Time: 2483.35 ms [2022-04-11 01:17:48 main:574] : INFO : Epoch 2024 | loss: 4.52272e-05 | val_loss: 3.92864e-05 | Time: 2482 ms [2022-04-11 01:17:51 main:574] : INFO : Epoch 2025 | loss: 4.52039e-05 | val_loss: 3.92821e-05 | Time: 2491.79 ms [2022-04-11 01:17:54 main:574] : INFO : Epoch 2026 | loss: 4.52015e-05 | val_loss: 3.92643e-05 | Time: 2479.13 ms [2022-04-11 01:17:56 main:574] : INFO : Epoch 2027 | loss: 4.52111e-05 | val_loss: 3.92532e-05 | Time: 2482.78 ms [2022-04-11 01:17:59 main:574] : INFO : Epoch 2028 | loss: 4.51825e-05 | val_loss: 3.93001e-05 | Time: 2480.58 ms [2022-04-11 01:18:01 main:574] : INFO : Epoch 2029 | loss: 4.51613e-05 | val_loss: 3.92376e-05 | Time: 2492.86 ms [2022-04-11 01:18:04 main:574] : INFO : Epoch 2030 | loss: 4.51615e-05 | val_loss: 3.92186e-05 | Time: 2483.39 ms [2022-04-11 01:18:06 main:574] : INFO : Epoch 2031 | loss: 4.51727e-05 | val_loss: 3.91977e-05 | Time: 2495.09 ms [2022-04-11 01:18:09 main:574] : INFO : Epoch 2032 | loss: 4.51446e-05 | val_loss: 3.92801e-05 | Time: 2480.38 ms [2022-04-11 01:18:11 main:574] : INFO : Epoch 2033 | loss: 4.51533e-05 | val_loss: 3.91537e-05 | Time: 2483.76 ms [2022-04-11 01:18:14 main:574] : INFO : Epoch 2034 | loss: 4.51328e-05 | val_loss: 3.92172e-05 | Time: 2487.68 ms [2022-04-11 01:18:16 main:574] : INFO : Epoch 2035 | loss: 4.5117e-05 | val_loss: 3.92131e-05 | Time: 2488.93 ms [2022-04-11 01:18:19 main:574] : INFO : Epoch 2036 | loss: 4.51559e-05 | val_loss: 3.92071e-05 | Time: 2482.33 ms [2022-04-11 01:18:21 main:574] : INFO : Epoch 2037 | loss: 4.51334e-05 | val_loss: 3.92127e-05 | Time: 2493 ms [2022-04-11 01:18:24 main:574] : INFO : Epoch 2038 | loss: 4.50987e-05 | val_loss: 3.92231e-05 | Time: 2486.2 ms [2022-04-11 01:18:26 main:574] : INFO : Epoch 2039 | loss: 4.50908e-05 | val_loss: 3.91718e-05 | Time: 2481.26 ms [2022-04-11 01:18:29 main:574] : INFO : Epoch 2040 | loss: 4.50819e-05 | val_loss: 3.92494e-05 | Time: 2489.24 ms [2022-04-11 01:18:31 main:574] : INFO : Epoch 2041 | loss: 4.50997e-05 | val_loss: 3.92168e-05 | Time: 2494.91 ms [2022-04-11 01:18:34 main:574] : INFO : Epoch 2042 | loss: 4.50846e-05 | val_loss: 3.91612e-05 | Time: 2484.9 ms [2022-04-11 01:18:36 main:574] : INFO : Epoch 2043 | loss: 4.50645e-05 | val_loss: 3.91586e-05 | Time: 2498.09 ms [2022-04-11 01:18:39 main:574] : INFO : Epoch 2044 | loss: 4.50726e-05 | val_loss: 3.91434e-05 | Time: 2485.96 ms [2022-04-11 01:18:41 main:574] : INFO : Epoch 2045 | loss: 4.50631e-05 | val_loss: 3.92305e-05 | Time: 2492.91 ms [2022-04-11 01:18:44 main:574] : INFO : Epoch 2046 | loss: 4.5061e-05 | val_loss: 3.91235e-05 | Time: 2486.85 ms [2022-04-11 01:18:47 main:574] : INFO : Epoch 2047 | loss: 4.50603e-05 | val_loss: 3.91934e-05 | Time: 2485.69 ms [2022-04-11 01:18:49 main:574] : INFO : Epoch 2048 | loss: 4.50516e-05 | val_loss: 3.92345e-05 | Time: 2478.49 ms [2022-04-11 01:18:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.92345e-05 [2022-04-11 01:18:49 main:603] : INFO : Saving end state to config to file [2022-04-11 01:18:49 main:608] : INFO : Success, exiting.. 01:18:49 (9672): 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)