Task 14597272
| Name | ParityModified-1647047655-2585-3-0_1 |
| Workunit | 11618274 |
| Created | 11 Apr 2022, 14:00:59 UTC |
| Sent | 11 Apr 2022, 14:01:19 UTC |
| Report deadline | 19 Apr 2022, 14:01:19 UTC |
| Received | 11 Apr 2022, 18:56:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 51 min 11 sec |
| CPU time | 51 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> in:581] : INFO : Epoch 1538 | loss: 0.0312421 | val_loss: 0.0312443 | Time: 1458.66 ms [2022-04-11 20:43:25 main:581] : INFO : Epoch 1539 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1457.41 ms [2022-04-11 20:43:26 main:581] : INFO : Epoch 1540 | loss: 0.0312425 | val_loss: 0.031245 | Time: 1459.88 ms [2022-04-11 20:43:28 main:581] : INFO : Epoch 1541 | loss: 0.031243 | val_loss: 0.0312439 | Time: 1456.19 ms [2022-04-11 20:43:29 main:581] : INFO : Epoch 1542 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 1453.63 ms [2022-04-11 20:43:31 main:581] : INFO : Epoch 1543 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 1456.72 ms [2022-04-11 20:43:32 main:581] : INFO : Epoch 1544 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 1456.5 ms [2022-04-11 20:43:34 main:581] : INFO : Epoch 1545 | loss: 0.0312423 | val_loss: 0.0312446 | Time: 1458.89 ms [2022-04-11 20:43:35 main:581] : INFO : Epoch 1546 | loss: 0.0312429 | val_loss: 0.0312444 | Time: 1454.69 ms [2022-04-11 20:43:37 main:581] : INFO : Epoch 1547 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 1456.64 ms [2022-04-11 20:43:38 main:581] : INFO : Epoch 1548 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 1457.16 ms [2022-04-11 20:43:40 main:581] : INFO : Epoch 1549 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1456.51 ms [2022-04-11 20:43:41 main:581] : INFO : Epoch 1550 | loss: 0.031242 | val_loss: 0.0312439 | Time: 1788 ms [2022-04-11 20:43:43 main:581] : INFO : Epoch 1551 | loss: 0.0312422 | val_loss: 0.0312444 | Time: 1458.23 ms [2022-04-11 20:43:44 main:581] : INFO : Epoch 1552 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 1469.63 ms [2022-04-11 20:43:46 main:581] : INFO : Epoch 1553 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 1634.67 ms [2022-04-11 20:43:47 main:581] : INFO : Epoch 1554 | loss: 0.0312424 | val_loss: 0.031244 | Time: 1461.86 ms [2022-04-11 20:43:49 main:581] : INFO : Epoch 1555 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1456.67 ms [2022-04-11 20:43:50 main:581] : INFO : Epoch 1556 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 1455.82 ms [2022-04-11 20:43:52 main:581] : INFO : Epoch 1557 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 1458.85 ms [2022-04-11 20:43:53 main:581] : INFO : Epoch 1558 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1455.21 ms [2022-04-11 20:43:55 main:581] : INFO : Epoch 1559 | loss: 0.0312423 | val_loss: 0.0312448 | Time: 1456.39 ms [2022-04-11 20:43:56 main:581] : INFO : Epoch 1560 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1457.08 ms [2022-04-11 20:43:58 main:581] : INFO : Epoch 1561 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 1461.02 ms [2022-04-11 20:43:59 main:581] : INFO : Epoch 1562 | loss: 0.0312423 | val_loss: 0.0312443 | Time: 1456.13 ms [2022-04-11 20:44:01 main:581] : INFO : Epoch 1563 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 1705.43 ms [2022-04-11 20:44:02 main:581] : INFO : Epoch 1564 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 1456.41 ms [2022-04-11 20:44:04 main:581] : INFO : Epoch 1565 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1455.68 ms [2022-04-11 20:44:06 main:581] : INFO : Epoch 1566 | loss: 0.0312422 | val_loss: 0.0312444 | Time: 2073.93 ms [2022-04-11 20:44:07 main:581] : INFO : Epoch 1567 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 1461 ms [2022-04-11 20:44:09 main:581] : INFO : Epoch 1568 | loss: 0.0312428 | val_loss: 0.031244 | Time: 1456.63 ms [2022-04-11 20:44:10 main:581] : INFO : Epoch 1569 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1457.95 ms [2022-04-11 20:44:12 main:581] : INFO : Epoch 1570 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1457.7 ms [2022-04-11 20:44:13 main:581] : INFO : Epoch 1571 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1458.65 ms [2022-04-11 20:44:15 main:581] : INFO : Epoch 1572 | loss: 0.0312425 | val_loss: 0.031244 | Time: 1458.13 ms [2022-04-11 20:44:16 main:581] : INFO : Epoch 1573 | loss: 0.0312431 | val_loss: 0.031245 | Time: 1459.2 ms [2022-04-11 20:44:18 main:581] : INFO : Epoch 1574 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 1871.2 ms [2022-04-11 20:44:19 main:581] : INFO : Epoch 1575 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 1457.18 ms [2022-04-11 20:44:21 main:581] : INFO : Epoch 1576 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 1457.86 ms [2022-04-11 20:44:22 main:581] : INFO : Epoch 1577 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1458.46 ms [2022-04-11 20:44:24 main:581] : INFO : Epoch 1578 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1645.88 ms [2022-04-11 20:44:25 main:581] : INFO : Epoch 1579 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1453.84 ms [2022-04-11 20:44:27 main:581] : INFO : Epoch 1580 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1454.42 ms [2022-04-11 20:44:29 main:581] : INFO : Epoch 1581 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 1875.09 ms [2022-04-11 20:44:30 main:581] : INFO : Epoch 1582 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1455.8 ms [2022-04-11 20:44:32 main:581] : INFO : Epoch 1583 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 1455.27 ms [2022-04-11 20:44:33 main:581] : INFO : Epoch 1584 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1455.71 ms [2022-04-11 20:44:34 main:581] : INFO : Epoch 1585 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1454.4 ms [2022-04-11 20:44:36 main:581] : INFO : Epoch 1586 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 1458.61 ms [2022-04-11 20:44:37 main:581] : INFO : Epoch 1587 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 1458.3 ms [2022-04-11 20:44:39 main:581] : INFO : Epoch 1588 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1457.07 ms [2022-04-11 20:44:40 main:581] : INFO : Epoch 1589 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 1457.28 ms [2022-04-11 20:44:42 main:581] : INFO : Epoch 1590 | loss: 0.0312432 | val_loss: 0.031244 | Time: 1457.54 ms [2022-04-11 20:44:43 main:581] : INFO : Epoch 1591 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1460.83 ms [2022-04-11 20:44:45 main:581] : INFO : Epoch 1592 | loss: 0.0312424 | val_loss: 0.0312456 | Time: 1456.36 ms [2022-04-11 20:44:46 main:581] : INFO : Epoch 1593 | loss: 0.0312427 | val_loss: 0.0312478 | Time: 1458.04 ms [2022-04-11 20:44:48 main:581] : INFO : Epoch 1594 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 1456.23 ms [2022-04-11 20:44:49 main:581] : INFO : Epoch 1595 | loss: 0.0312523 | val_loss: 0.0312471 | Time: 1456.42 ms [2022-04-11 20:44:51 main:581] : INFO : Epoch 1596 | loss: 0.031249 | val_loss: 0.0312463 | Time: 1457.17 ms [2022-04-11 20:44:52 main:581] : INFO : Epoch 1597 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 1551.78 ms [2022-04-11 20:44:54 main:581] : INFO : Epoch 1598 | loss: 0.0324438 | val_loss: 0.031723 | Time: 1459.53 ms [2022-04-11 20:44:55 main:581] : INFO : Epoch 1599 | loss: 0.0446688 | val_loss: 0.0365218 | Time: 1458.69 ms [2022-04-11 20:44:57 main:581] : INFO : Epoch 1600 | loss: 0.0331558 | val_loss: 0.0320768 | Time: 1661.83 ms [2022-04-11 20:44:59 main:581] : INFO : Epoch 1601 | loss: 0.0315384 | val_loss: 0.0313154 | Time: 1966.54 ms [2022-04-11 20:45:00 main:581] : INFO : Epoch 1602 | loss: 0.0312853 | val_loss: 0.0312718 | Time: 1496.91 ms [2022-04-11 20:45:02 main:581] : INFO : Epoch 1603 | loss: 0.0312544 | val_loss: 0.0312515 | Time: 1457.08 ms [2022-04-11 20:45:03 main:581] : INFO : Epoch 1604 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1457.57 ms [2022-04-11 20:45:04 main:581] : INFO : Epoch 1605 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1460.6 ms [2022-04-11 20:45:06 main:581] : INFO : Epoch 1606 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 1459.48 ms [2022-04-11 20:45:07 main:581] : INFO : Epoch 1607 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 1456.41 ms [2022-04-11 20:45:09 main:581] : INFO : Epoch 1608 | loss: 0.0312442 | val_loss: 0.0312453 | Time: 1456.85 ms [2022-04-11 20:45:10 main:581] : INFO : Epoch 1609 | loss: 0.031244 | val_loss: 0.0312451 | Time: 1456.03 ms [2022-04-11 20:45:12 main:581] : INFO : Epoch 1610 | loss: 0.0312439 | val_loss: 0.031245 | Time: 1459.67 ms [2022-04-11 20:45:13 main:581] : INFO : Epoch 1611 | loss: 0.0312439 | val_loss: 0.031245 | Time: 1456.87 ms [2022-04-11 20:45:15 main:581] : INFO : Epoch 1612 | loss: 0.0312437 | val_loss: 0.0312449 | Time: 1458.65 ms [2022-04-11 20:45:16 main:581] : INFO : Epoch 1613 | loss: 0.0312435 | val_loss: 0.0312452 | Time: 1456.1 ms [2022-04-11 20:45:18 main:581] : INFO : Epoch 1614 | loss: 0.031244 | val_loss: 0.0312455 | Time: 1533.44 ms [2022-04-11 20:45:19 main:581] : INFO : Epoch 1615 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 1454.55 ms [2022-04-11 20:45:21 main:581] : INFO : Epoch 1616 | loss: 0.0312437 | val_loss: 0.031245 | Time: 1453.04 ms [2022-04-11 20:45:22 main:581] : INFO : Epoch 1617 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 1456.4 ms [2022-04-11 20:45:24 main:581] : INFO : Epoch 1618 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 1455.47 ms [2022-04-11 20:45:25 main:581] : INFO : Epoch 1619 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 1457.05 ms [2022-04-11 20:45:26 main:581] : INFO : Epoch 1620 | loss: 0.0312432 | val_loss: 0.0312452 | Time: 1455.68 ms [2022-04-11 20:45:28 main:581] : INFO : Epoch 1621 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 1456.33 ms [2022-04-11 20:45:29 main:581] : INFO : Epoch 1622 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 1457.08 ms [2022-04-11 20:45:31 main:581] : INFO : Epoch 1623 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 1455.13 ms [2022-04-11 20:45:32 main:581] : INFO : Epoch 1624 | loss: 0.031243 | val_loss: 0.0312451 | Time: 1456.39 ms [2022-04-11 20:45:34 main:581] : INFO : Epoch 1625 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 1458.49 ms [2022-04-11 20:45:35 main:581] : INFO : Epoch 1626 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 1461.26 ms [2022-04-11 20:45:37 main:581] : INFO : Epoch 1627 | loss: 0.031243 | val_loss: 0.0312444 | Time: 2120.64 ms [2022-04-11 20:45:39 main:581] : INFO : Epoch 1628 | loss: 0.0312433 | val_loss: 0.0312454 | Time: 1454.1 ms [2022-04-11 20:45:40 main:581] : INFO : Epoch 1629 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 1455.25 ms [2022-04-11 20:45:42 main:581] : INFO : Epoch 1630 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1455.05 ms [2022-04-11 20:45:43 main:581] : INFO : Epoch 1631 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1456.47 ms [2022-04-11 20:45:45 main:581] : INFO : Epoch 1632 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 1461.07 ms [2022-04-11 20:45:46 main:581] : INFO : Epoch 1633 | loss: 0.0312431 | val_loss: 0.0312441 | Time: 1456.47 ms [2022-04-11 20:45:47 main:581] : INFO : Epoch 1634 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1453.42 ms [2022-04-11 20:45:49 main:581] : INFO : Epoch 1635 | loss: 0.0312428 | val_loss: 0.031244 | Time: 1459.89 ms [2022-04-11 20:45:50 main:581] : INFO : Epoch 1636 | loss: 0.0312432 | val_loss: 0.0312448 | Time: 1458.19 ms [2022-04-11 20:45:52 main:581] : INFO : Epoch 1637 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1458 ms [2022-04-11 20:45:53 main:581] : INFO : Epoch 1638 | loss: 0.031243 | val_loss: 0.0312446 | Time: 1458.56 ms [2022-04-11 20:45:55 main:581] : INFO : Epoch 1639 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1459.67 ms [2022-04-11 20:45:56 main:581] : INFO : Epoch 1640 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1457.33 ms [2022-04-11 20:45:58 main:581] : INFO : Epoch 1641 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 1455.78 ms [2022-04-11 20:45:59 main:581] : INFO : Epoch 1642 | loss: 0.0312427 | val_loss: 0.0312449 | Time: 1810.85 ms [2022-04-11 20:46:01 main:581] : INFO : Epoch 1643 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 1459.86 ms [2022-04-11 20:46:02 main:581] : INFO : Epoch 1644 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 1456.87 ms [2022-04-11 20:46:04 main:581] : INFO : Epoch 1645 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 1458.15 ms [2022-04-11 20:46:05 main:581] : INFO : Epoch 1646 | loss: 0.031243 | val_loss: 0.0312443 | Time: 1455.99 ms [2022-04-11 20:46:07 main:581] : INFO : Epoch 1647 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1454.03 ms [2022-04-11 20:46:08 main:581] : INFO : Epoch 1648 | loss: 0.0312426 | val_loss: 0.0312442 | Time: 1454.22 ms [2022-04-11 20:46:10 main:581] : INFO : Epoch 1649 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 1480.81 ms [2022-04-11 20:46:12 main:581] : INFO : Epoch 1650 | loss: 0.0312433 | val_loss: 0.031247 | Time: 2475.72 ms [2022-04-11 20:46:14 main:581] : INFO : Epoch 1651 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 1457.23 ms [2022-04-11 20:46:15 main:581] : INFO : Epoch 1652 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1462.01 ms [2022-04-11 20:46:17 main:581] : INFO : Epoch 1653 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 1457.26 ms [2022-04-11 20:46:18 main:581] : INFO : Epoch 1654 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1518.4 ms [2022-04-11 20:46:20 main:581] : INFO : Epoch 1655 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1457.21 ms [2022-04-11 20:46:21 main:581] : INFO : Epoch 1656 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 1460.69 ms [2022-04-11 20:46:22 main:581] : INFO : Epoch 1657 | loss: 0.0312423 | val_loss: 0.031245 | Time: 1461.43 ms [2022-04-11 20:46:24 main:581] : INFO : Epoch 1658 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 1461.35 ms [2022-04-11 20:46:25 main:581] : INFO : Epoch 1659 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1463.29 ms [2022-04-11 20:46:27 main:581] : INFO : Epoch 1660 | loss: 0.0312425 | val_loss: 0.031244 | Time: 1478.16 ms [2022-04-11 20:46:28 main:581] : INFO : Epoch 1661 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 1464.37 ms [2022-04-11 20:46:30 main:581] : INFO : Epoch 1662 | loss: 0.0312428 | val_loss: 0.0312466 | Time: 1462.27 ms [2022-04-11 20:46:31 main:581] : INFO : Epoch 1663 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1463.74 ms [2022-04-11 20:46:33 main:581] : INFO : Epoch 1664 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1583.35 ms [2022-04-11 20:46:34 main:581] : INFO : Epoch 1665 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 1462.47 ms [2022-04-11 20:46:36 main:581] : INFO : Epoch 1666 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1461.87 ms [2022-04-11 20:46:37 main:581] : INFO : Epoch 1667 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 1462.01 ms [2022-04-11 20:46:39 main:581] : INFO : Epoch 1668 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 1460.51 ms [2022-04-11 20:46:40 main:581] : INFO : Epoch 1669 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 1462.72 ms [2022-04-11 20:46:42 main:581] : INFO : Epoch 1670 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1460.39 ms [2022-04-11 20:46:43 main:581] : INFO : Epoch 1671 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1463.71 ms [2022-04-11 20:46:45 main:581] : INFO : Epoch 1672 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1460.19 ms [2022-04-11 20:46:46 main:581] : INFO : Epoch 1673 | loss: 0.0312424 | val_loss: 0.031244 | Time: 1463.81 ms [2022-04-11 20:46:47 main:581] : INFO : Epoch 1674 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1461.64 ms [2022-04-11 20:46:49 main:581] : INFO : Epoch 1675 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1461 ms [2022-04-11 20:46:50 main:581] : INFO : Epoch 1676 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1463.82 ms [2022-04-11 20:46:52 main:581] : INFO : Epoch 1677 | loss: 0.0312423 | val_loss: 0.0312445 | Time: 1462.97 ms [2022-04-11 20:46:53 main:581] : INFO : Epoch 1678 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1464.79 ms [2022-04-11 20:46:55 main:581] : INFO : Epoch 1679 | loss: 0.0312423 | val_loss: 0.0312441 | Time: 1508.06 ms [2022-04-11 20:46:56 main:581] : INFO : Epoch 1680 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 1581.34 ms [2022-04-11 20:46:58 main:581] : INFO : Epoch 1681 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1462.68 ms [2022-04-11 20:46:59 main:581] : INFO : Epoch 1682 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1461.38 ms [2022-04-11 20:47:01 main:581] : INFO : Epoch 1683 | loss: 0.0312427 | val_loss: 0.0312453 | Time: 1462.96 ms [2022-04-11 20:47:02 main:581] : INFO : Epoch 1684 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 1538.5 ms [2022-04-11 20:47:04 main:581] : INFO : Epoch 1685 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1461.88 ms [2022-04-11 20:47:05 main:581] : INFO : Epoch 1686 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1464.65 ms [2022-04-11 20:47:07 main:581] : INFO : Epoch 1687 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1461.72 ms [2022-04-11 20:47:08 main:581] : INFO : Epoch 1688 | loss: 0.0312423 | val_loss: 0.0312446 | Time: 1481.32 ms [2022-04-11 20:47:10 main:581] : INFO : Epoch 1689 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 1458.57 ms [2022-04-11 20:47:11 main:581] : INFO : Epoch 1690 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1467.86 ms [2022-04-11 20:47:13 main:581] : INFO : Epoch 1691 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 1553.33 ms [2022-04-11 20:47:14 main:581] : INFO : Epoch 1692 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 1463.28 ms [2022-04-11 20:47:16 main:581] : INFO : Epoch 1693 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1460.2 ms [2022-04-11 20:47:17 main:581] : INFO : Epoch 1694 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 1464.27 ms [2022-04-11 20:47:19 main:581] : INFO : Epoch 1695 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1459.48 ms [2022-04-11 20:47:20 main:581] : INFO : Epoch 1696 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1464.11 ms [2022-04-11 20:47:22 main:581] : INFO : Epoch 1697 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1868.54 ms [2022-04-11 20:47:23 main:581] : INFO : Epoch 1698 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1464.77 ms [2022-04-11 20:47:25 main:581] : INFO : Epoch 1699 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1463.43 ms [2022-04-11 20:47:26 main:581] : INFO : Epoch 1700 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1465.38 ms [2022-04-11 20:47:28 main:581] : INFO : Epoch 1701 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1460.14 ms [2022-04-11 20:47:29 main:581] : INFO : Epoch 1702 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1462.62 ms [2022-04-11 20:47:31 main:581] : INFO : Epoch 1703 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1460.9 ms [2022-04-11 20:47:32 main:581] : INFO : Epoch 1704 | loss: 0.0312428 | val_loss: 0.0312467 | Time: 1465.37 ms [2022-04-11 20:47:34 main:581] : INFO : Epoch 1705 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 1474.76 ms [2022-04-11 20:47:35 main:581] : INFO : Epoch 1706 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1462.22 ms [2022-04-11 20:47:37 main:581] : INFO : Epoch 1707 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1467.5 ms [2022-04-11 20:47:38 main:581] : INFO : Epoch 1708 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 1463.29 ms [2022-04-11 20:47:39 main:581] : INFO : Epoch 1709 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1461.38 ms [2022-04-11 20:47:41 main:581] : INFO : Epoch 1710 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 1461.45 ms [2022-04-11 20:47:42 main:581] : INFO : Epoch 1711 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 1459.49 ms [2022-04-11 20:47:44 main:581] : INFO : Epoch 1712 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 1460.99 ms [2022-04-11 20:47:45 main:581] : INFO : Epoch 1713 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1479.39 ms [2022-04-11 20:47:47 main:581] : INFO : Epoch 1714 | loss: 0.0312421 | val_loss: 0.0312444 | Time: 1469.23 ms [2022-04-11 20:47:48 main:581] : INFO : Epoch 1715 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1492.73 ms [2022-04-11 20:47:50 main:581] : INFO : Epoch 1716 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1492.22 ms [2022-04-11 20:47:51 main:581] : INFO : Epoch 1717 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1563.77 ms [2022-04-11 20:47:53 main:581] : INFO : Epoch 1718 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1533.39 ms [2022-04-11 20:47:54 main:581] : INFO : Epoch 1719 | loss: 0.0312421 | val_loss: 0.031244 | Time: 1612.94 ms [2022-04-11 20:47:56 main:581] : INFO : Epoch 1720 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 1574.28 ms [2022-04-11 20:47:58 main:581] : INFO : Epoch 1721 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 1712.02 ms [2022-04-11 20:48:00 main:581] : INFO : Epoch 1722 | loss: 0.0312424 | val_loss: 0.0312443 | Time: 1914.79 ms [2022-04-11 20:48:01 main:581] : INFO : Epoch 1723 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1508.93 ms [2022-04-11 20:48:03 main:581] : INFO : Epoch 1724 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1738.48 ms [2022-04-11 20:48:05 main:581] : INFO : Epoch 1725 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1618.41 ms [2022-04-11 20:48:06 main:581] : INFO : Epoch 1726 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1641.15 ms [2022-04-11 20:48:08 main:581] : INFO : Epoch 1727 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 1545.58 ms [2022-04-11 20:48:09 main:581] : INFO : Epoch 1728 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 1469.78 ms [2022-04-11 20:48:11 main:581] : INFO : Epoch 1729 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1475.45 ms [2022-04-11 20:48:12 main:581] : INFO : Epoch 1730 | loss: 0.0312422 | val_loss: 0.0312441 | Time: 1675.43 ms [2022-04-11 20:48:14 main:581] : INFO : Epoch 1731 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 1521.28 ms [2022-04-11 20:48:15 main:581] : INFO : Epoch 1732 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1569.45 ms [2022-04-11 20:48:17 main:581] : INFO : Epoch 1733 | loss: 0.0312423 | val_loss: 0.031244 | Time: 1480.12 ms [2022-04-11 20:48:18 main:581] : INFO : Epoch 1734 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1505.06 ms [2022-04-11 20:48:20 main:581] : INFO : Epoch 1735 | loss: 0.0312435 | val_loss: 0.0312447 | Time: 1579.19 ms [2022-04-11 20:48:22 main:581] : INFO : Epoch 1736 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1556.99 ms [2022-04-11 20:48:23 main:581] : INFO : Epoch 1737 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1496.63 ms [2022-04-11 20:48:25 main:581] : INFO : Epoch 1738 | loss: 0.031242 | val_loss: 0.0312438 | Time: 1622.37 ms [2022-04-11 20:48:26 main:581] : INFO : Epoch 1739 | loss: 0.0312422 | val_loss: 0.0312443 | Time: 1561.11 ms [2022-04-11 20:48:28 main:581] : INFO : Epoch 1740 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1466.85 ms [2022-04-11 20:48:29 main:581] : INFO : Epoch 1741 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1472.69 ms [2022-04-11 20:48:31 main:581] : INFO : Epoch 1742 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 1477.17 ms [2022-04-11 20:48:32 main:581] : INFO : Epoch 1743 | loss: 0.0312424 | val_loss: 0.0312449 | Time: 1501.82 ms [2022-04-11 20:48:34 main:581] : INFO : Epoch 1744 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1460.71 ms [2022-04-11 20:48:35 main:581] : INFO : Epoch 1745 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1462.55 ms [2022-04-11 20:48:37 main:581] : INFO : Epoch 1746 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 1502.35 ms [2022-04-11 20:48:38 main:581] : INFO : Epoch 1747 | loss: 0.0312433 | val_loss: 0.031247 | Time: 1461.11 ms [2022-04-11 20:48:40 main:581] : INFO : Epoch 1748 | loss: 0.0312444 | val_loss: 0.0312476 | Time: 1588.51 ms [2022-04-11 20:48:41 main:581] : INFO : Epoch 1749 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1683 ms [2022-04-11 20:48:43 main:581] : INFO : Epoch 1750 | loss: 0.0312422 | val_loss: 0.031244 | Time: 1891 ms [2022-04-11 20:48:45 main:581] : INFO : Epoch 1751 | loss: 0.0312427 | val_loss: 0.0312455 | Time: 1894.99 ms [2022-04-11 20:48:47 main:581] : INFO : Epoch 1752 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 1568.18 ms [2022-04-11 20:48:48 main:581] : INFO : Epoch 1753 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1700.63 ms [2022-04-11 20:48:50 main:581] : INFO : Epoch 1754 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1510.92 ms [2022-04-11 20:48:51 main:581] : INFO : Epoch 1755 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 1465.79 ms [2022-04-11 20:48:53 main:581] : INFO : Epoch 1756 | loss: 0.031243 | val_loss: 0.0312454 | Time: 1506.76 ms [2022-04-11 20:48:54 main:581] : INFO : Epoch 1757 | loss: 0.0312427 | val_loss: 0.0312457 | Time: 1517.85 ms [2022-04-11 20:48:56 main:581] : INFO : Epoch 1758 | loss: 0.0312443 | val_loss: 0.031244 | Time: 1758.31 ms [2022-04-11 20:48:58 main:581] : INFO : Epoch 1759 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 2195.63 ms [2022-04-11 20:49:00 main:581] : INFO : Epoch 1760 | loss: 0.0312442 | val_loss: 0.0312466 | Time: 1504.43 ms [2022-04-11 20:49:02 main:581] : INFO : Epoch 1761 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1904.53 ms [2022-04-11 20:49:04 main:581] : INFO : Epoch 1762 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 2095.08 ms [2022-04-11 20:49:06 main:581] : INFO : Epoch 1763 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 1813.54 ms [2022-04-11 20:49:07 main:581] : INFO : Epoch 1764 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1493.19 ms [2022-04-11 20:49:09 main:581] : INFO : Epoch 1765 | loss: 0.0312427 | val_loss: 0.0312454 | Time: 1486.45 ms [2022-04-11 20:49:10 main:581] : INFO : Epoch 1766 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1500.03 ms [2022-04-11 20:49:12 main:581] : INFO : Epoch 1767 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 1504.54 ms [2022-04-11 20:49:13 main:581] : INFO : Epoch 1768 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 1600.22 ms [2022-04-11 20:49:15 main:581] : INFO : Epoch 1769 | loss: 0.0312443 | val_loss: 0.0312454 | Time: 1470.11 ms [2022-04-11 20:49:16 main:581] : INFO : Epoch 1770 | loss: 0.031243 | val_loss: 0.0312492 | Time: 1461.24 ms [2022-04-11 20:49:18 main:581] : INFO : Epoch 1771 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1473.98 ms [2022-04-11 20:49:19 main:581] : INFO : Epoch 1772 | loss: 0.031243 | val_loss: 0.0312495 | Time: 1477.85 ms [2022-04-11 20:49:21 main:581] : INFO : Epoch 1773 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1478.3 ms [2022-04-11 20:49:22 main:581] : INFO : Epoch 1774 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 1482.29 ms [2022-04-11 20:49:24 main:581] : INFO : Epoch 1775 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1466.37 ms [2022-04-11 20:49:25 main:581] : INFO : Epoch 1776 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1466 ms [2022-04-11 20:49:26 main:581] : INFO : Epoch 1777 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 1464.15 ms [2022-04-11 20:49:28 main:581] : INFO : Epoch 1778 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1463.24 ms [2022-04-11 20:49:29 main:581] : INFO : Epoch 1779 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1467.2 ms [2022-04-11 20:49:31 main:581] : INFO : Epoch 1780 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1475.75 ms [2022-04-11 20:49:33 main:581] : INFO : Epoch 1781 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1685.9 ms [2022-04-11 20:49:34 main:581] : INFO : Epoch 1782 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1541.17 ms [2022-04-11 20:49:36 main:581] : INFO : Epoch 1783 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1565.92 ms [2022-04-11 20:49:37 main:581] : INFO : Epoch 1784 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1721.23 ms [2022-04-11 20:49:39 main:581] : INFO : Epoch 1785 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1469.82 ms [2022-04-11 20:49:41 main:581] : INFO : Epoch 1786 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 1638.47 ms [2022-04-11 20:49:42 main:581] : INFO : Epoch 1787 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 1535.42 ms [2022-04-11 20:49:44 main:581] : INFO : Epoch 1788 | loss: 0.0312428 | val_loss: 0.031244 | Time: 1600.17 ms [2022-04-11 20:49:45 main:581] : INFO : Epoch 1789 | loss: 0.0312424 | val_loss: 0.031244 | Time: 1479.84 ms [2022-04-11 20:49:47 main:581] : INFO : Epoch 1790 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1463.25 ms [2022-04-11 20:49:48 main:581] : INFO : Epoch 1791 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1463.15 ms [2022-04-11 20:49:50 main:581] : INFO : Epoch 1792 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1465.92 ms [2022-04-11 20:49:51 main:581] : INFO : Epoch 1793 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 1700.6 ms [2022-04-11 20:49:53 main:581] : INFO : Epoch 1794 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 1532.95 ms [2022-04-11 20:49:54 main:581] : INFO : Epoch 1795 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1740.33 ms [2022-04-11 20:49:56 main:581] : INFO : Epoch 1796 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1499 ms [2022-04-11 20:49:57 main:581] : INFO : Epoch 1797 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 1464.66 ms [2022-04-11 20:49:59 main:581] : INFO : Epoch 1798 | loss: 0.031243 | val_loss: 0.0312461 | Time: 1463.46 ms [2022-04-11 20:50:00 main:581] : INFO : Epoch 1799 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1486.26 ms [2022-04-11 20:50:02 main:581] : INFO : Epoch 1800 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1556.57 ms [2022-04-11 20:50:04 main:581] : INFO : Epoch 1801 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 1763.59 ms [2022-04-11 20:50:05 main:581] : INFO : Epoch 1802 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 1756.13 ms [2022-04-11 20:50:07 main:581] : INFO : Epoch 1803 | loss: 0.031243 | val_loss: 0.0312439 | Time: 1469.89 ms [2022-04-11 20:50:08 main:581] : INFO : Epoch 1804 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1488.91 ms [2022-04-11 20:50:10 main:581] : INFO : Epoch 1805 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 1508.25 ms [2022-04-11 20:50:11 main:581] : INFO : Epoch 1806 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 1466.42 ms [2022-04-11 20:50:13 main:581] : INFO : Epoch 1807 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1465.46 ms [2022-04-11 20:50:14 main:581] : INFO : Epoch 1808 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1484.43 ms [2022-04-11 20:50:16 main:581] : INFO : Epoch 1809 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 1473.14 ms [2022-04-11 20:50:17 main:581] : INFO : Epoch 1810 | loss: 0.0312432 | val_loss: 0.0312488 | Time: 1472.73 ms [2022-04-11 20:50:19 main:581] : INFO : Epoch 1811 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1472.74 ms [2022-04-11 20:50:20 main:581] : INFO : Epoch 1812 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 1471.32 ms [2022-04-11 20:50:22 main:581] : INFO : Epoch 1813 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 1466.74 ms [2022-04-11 20:50:23 main:581] : INFO : Epoch 1814 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 1467.83 ms [2022-04-11 20:50:25 main:581] : INFO : Epoch 1815 | loss: 0.0312436 | val_loss: 0.031244 | Time: 1476.73 ms [2022-04-11 20:50:26 main:581] : INFO : Epoch 1816 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 1471.45 ms [2022-04-11 20:50:28 main:581] : INFO : Epoch 1817 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1467.27 ms [2022-04-11 20:50:29 main:581] : INFO : Epoch 1818 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1489.76 ms [2022-04-11 20:50:31 main:581] : INFO : Epoch 1819 | loss: 0.031243 | val_loss: 0.0312443 | Time: 1470.02 ms [2022-04-11 20:50:32 main:581] : INFO : Epoch 1820 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1503.77 ms [2022-04-11 20:50:34 main:581] : INFO : Epoch 1821 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 1505.92 ms [2022-04-11 20:50:35 main:581] : INFO : Epoch 1822 | loss: 0.031243 | val_loss: 0.0312438 | Time: 1466.98 ms [2022-04-11 20:50:37 main:581] : INFO : Epoch 1823 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1461.96 ms [2022-04-11 20:50:38 main:581] : INFO : Epoch 1824 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1465.69 ms [2022-04-11 20:50:39 main:581] : INFO : Epoch 1825 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 1465.65 ms [2022-04-11 20:50:41 main:581] : INFO : Epoch 1826 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 1465.17 ms [2022-04-11 20:50:42 main:581] : INFO : Epoch 1827 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1504.39 ms [2022-04-11 20:50:44 main:581] : INFO : Epoch 1828 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 1465.66 ms [2022-04-11 20:50:45 main:581] : INFO : Epoch 1829 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 1464.37 ms [2022-04-11 20:50:47 main:581] : INFO : Epoch 1830 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1461.6 ms [2022-04-11 20:50:48 main:581] : INFO : Epoch 1831 | loss: 0.0312421 | val_loss: 0.031245 | Time: 1530.73 ms [2022-04-11 20:50:50 main:581] : INFO : Epoch 1832 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1698.65 ms [2022-04-11 20:50:52 main:581] : INFO : Epoch 1833 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 1484.22 ms [2022-04-11 20:50:53 main:581] : INFO : Epoch 1834 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 1435.34 ms [2022-04-11 20:50:54 main:581] : INFO : Epoch 1835 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 1517.93 ms [2022-04-11 20:50:56 main:581] : INFO : Epoch 1836 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 1732.12 ms [2022-04-11 20:50:58 main:581] : INFO : Epoch 1837 | loss: 0.0312421 | val_loss: 0.031244 | Time: 1786.27 ms [2022-04-11 20:51:00 main:581] : INFO : Epoch 1838 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 1838.11 ms [2022-04-11 20:51:01 main:581] : INFO : Epoch 1839 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 1541.34 ms [2022-04-11 20:51:03 main:581] : INFO : Epoch 1840 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 1599.66 ms [2022-04-11 20:51:05 main:581] : INFO : Epoch 1841 | loss: 0.0312433 | val_loss: 0.0312468 | Time: 1557.9 ms [2022-04-11 20:51:06 main:581] : INFO : Epoch 1842 | loss: 0.031243 | val_loss: 0.0312436 | Time: 1638.52 ms [2022-04-11 20:51:08 main:581] : INFO : Epoch 1843 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1469.85 ms [2022-04-11 20:51:09 main:581] : INFO : Epoch 1844 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1478.41 ms [2022-04-11 20:51:11 main:581] : INFO : Epoch 1845 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1546.47 ms [2022-04-11 20:51:13 main:581] : INFO : Epoch 1846 | loss: 0.0312423 | val_loss: 0.0312469 | Time: 2086.38 ms [2022-04-11 20:51:14 main:581] : INFO : Epoch 1847 | loss: 0.031243 | val_loss: 0.0312446 | Time: 1733.02 ms [2022-04-11 20:51:16 main:581] : INFO : Epoch 1848 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1542.35 ms [2022-04-11 20:51:18 main:581] : INFO : Epoch 1849 | loss: 0.0312426 | val_loss: 0.031246 | Time: 1528.16 ms [2022-04-11 20:51:19 main:581] : INFO : Epoch 1850 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1521.42 ms [2022-04-11 20:51:21 main:581] : INFO : Epoch 1851 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1694.3 ms [2022-04-11 20:51:22 main:581] : INFO : Epoch 1852 | loss: 0.031243 | val_loss: 0.0312437 | Time: 1473.16 ms [2022-04-11 20:51:24 main:581] : INFO : Epoch 1853 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1489.62 ms [2022-04-11 20:51:25 main:581] : INFO : Epoch 1854 | loss: 0.0312422 | val_loss: 0.0312455 | Time: 1502.93 ms [2022-04-11 20:51:27 main:581] : INFO : Epoch 1855 | loss: 0.0312432 | val_loss: 0.0312456 | Time: 1479.68 ms [2022-04-11 20:51:28 main:581] : INFO : Epoch 1856 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 1472.88 ms [2022-04-11 20:51:30 main:581] : INFO : Epoch 1857 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1467.27 ms [2022-04-11 20:51:31 main:581] : INFO : Epoch 1858 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 1472.29 ms [2022-04-11 20:51:33 main:581] : INFO : Epoch 1859 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 1528.49 ms [2022-04-11 20:51:34 main:581] : INFO : Epoch 1860 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 1478.57 ms [2022-04-11 20:51:36 main:581] : INFO : Epoch 1861 | loss: 0.0312422 | val_loss: 0.0312459 | Time: 1585.11 ms [2022-04-11 20:51:37 main:581] : INFO : Epoch 1862 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1545.8 ms [2022-04-11 20:51:39 main:581] : INFO : Epoch 1863 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1469.65 ms [2022-04-11 20:51:40 main:581] : INFO : Epoch 1864 | loss: 0.0312422 | val_loss: 0.0312464 | Time: 1473.1 ms [2022-04-11 20:51:42 main:581] : INFO : Epoch 1865 | loss: 0.0312436 | val_loss: 0.031244 | Time: 1479.61 ms [2022-04-11 20:51:43 main:581] : INFO : Epoch 1866 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1498.55 ms [2022-04-11 20:51:45 main:581] : INFO : Epoch 1867 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1492.98 ms [2022-04-11 20:51:46 main:581] : INFO : Epoch 1868 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1473.63 ms [2022-04-11 20:51:48 main:581] : INFO : Epoch 1869 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 1503.48 ms [2022-04-11 20:51:49 main:581] : INFO : Epoch 1870 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1475.22 ms [2022-04-11 20:51:51 main:581] : INFO : Epoch 1871 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1478.23 ms [2022-04-11 20:51:52 main:581] : INFO : Epoch 1872 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 1472.46 ms [2022-04-11 20:51:54 main:581] : INFO : Epoch 1873 | loss: 0.0312437 | val_loss: 0.0312439 | Time: 1476.26 ms [2022-04-11 20:51:55 main:581] : INFO : Epoch 1874 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1478.92 ms [2022-04-11 20:51:57 main:581] : INFO : Epoch 1875 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1483.26 ms [2022-04-11 20:51:58 main:581] : INFO : Epoch 1876 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 1476.29 ms [2022-04-11 20:51:59 main:581] : INFO : Epoch 1877 | loss: 0.0312422 | val_loss: 0.031245 | Time: 1473.41 ms [2022-04-11 20:52:01 main:581] : INFO : Epoch 1878 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 1494.48 ms [2022-04-11 20:52:02 main:581] : INFO : Epoch 1879 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 1485.72 ms [2022-04-11 20:52:04 main:581] : INFO : Epoch 1880 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1477.42 ms [2022-04-11 20:52:05 main:581] : INFO : Epoch 1881 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1481.18 ms [2022-04-11 20:52:07 main:581] : INFO : Epoch 1882 | loss: 0.0312425 | val_loss: 0.031244 | Time: 1467.29 ms [2022-04-11 20:52:08 main:581] : INFO : Epoch 1883 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1465.97 ms [2022-04-11 20:52:10 main:581] : INFO : Epoch 1884 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1520.46 ms [2022-04-11 20:52:11 main:581] : INFO : Epoch 1885 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1467.95 ms [2022-04-11 20:52:13 main:581] : INFO : Epoch 1886 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1646.45 ms [2022-04-11 20:52:14 main:581] : INFO : Epoch 1887 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 1463.86 ms [2022-04-11 20:52:16 main:581] : INFO : Epoch 1888 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1463.69 ms [2022-04-11 20:52:17 main:581] : INFO : Epoch 1889 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 1465.44 ms [2022-04-11 20:52:19 main:581] : INFO : Epoch 1890 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 1579.29 ms [2022-04-11 20:52:20 main:581] : INFO : Epoch 1891 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1468.27 ms [2022-04-11 20:52:22 main:581] : INFO : Epoch 1892 | loss: 0.0312422 | val_loss: 0.031244 | Time: 1564.96 ms [2022-04-11 20:52:23 main:581] : INFO : Epoch 1893 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1468.45 ms [2022-04-11 20:52:25 main:581] : INFO : Epoch 1894 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 1548.5 ms [2022-04-11 20:52:27 main:581] : INFO : Epoch 1895 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1539.15 ms [2022-04-11 20:52:28 main:581] : INFO : Epoch 1896 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1476.29 ms [2022-04-11 20:52:29 main:581] : INFO : Epoch 1897 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1470.07 ms [2022-04-11 20:52:31 main:581] : INFO : Epoch 1898 | loss: 0.0312423 | val_loss: 0.0312451 | Time: 1469.51 ms [2022-04-11 20:52:32 main:581] : INFO : Epoch 1899 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1471.76 ms [2022-04-11 20:52:34 main:581] : INFO : Epoch 1900 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 1428.6 ms [2022-04-11 20:52:35 main:581] : INFO : Epoch 1901 | loss: 0.0312421 | val_loss: 0.0312448 | Time: 1468.16 ms [2022-04-11 20:52:37 main:581] : INFO : Epoch 1902 | loss: 0.0312422 | val_loss: 0.0312475 | Time: 1497.75 ms [2022-04-11 20:52:38 main:581] : INFO : Epoch 1903 | loss: 0.031243 | val_loss: 0.0312439 | Time: 1447.73 ms [2022-04-11 20:52:40 main:581] : INFO : Epoch 1904 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 1464.94 ms [2022-04-11 20:52:41 main:581] : INFO : Epoch 1905 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1478.83 ms [2022-04-11 20:52:43 main:581] : INFO : Epoch 1906 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1482.61 ms [2022-04-11 20:52:44 main:581] : INFO : Epoch 1907 | loss: 0.0312424 | val_loss: 0.031244 | Time: 1476.65 ms [2022-04-11 20:52:46 main:581] : INFO : Epoch 1908 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 1472.91 ms [2022-04-11 20:52:47 main:581] : INFO : Epoch 1909 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 1474.13 ms [2022-04-11 20:52:49 main:581] : INFO : Epoch 1910 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 1476.38 ms [2022-04-11 20:52:50 main:581] : INFO : Epoch 1911 | loss: 0.0312444 | val_loss: 0.0312483 | Time: 1484.58 ms [2022-04-11 20:52:52 main:581] : INFO : Epoch 1912 | loss: 0.0312433 | val_loss: 0.031244 | Time: 1745.52 ms [2022-04-11 20:52:53 main:581] : INFO : Epoch 1913 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1525.34 ms [2022-04-11 20:52:55 main:581] : INFO : Epoch 1914 | loss: 0.0312421 | val_loss: 0.0312446 | Time: 1473.58 ms [2022-04-11 20:52:56 main:581] : INFO : Epoch 1915 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1470.15 ms [2022-04-11 20:52:58 main:581] : INFO : Epoch 1916 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1487.56 ms [2022-04-11 20:52:59 main:581] : INFO : Epoch 1917 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1514.86 ms [2022-04-11 20:53:01 main:581] : INFO : Epoch 1918 | loss: 0.031243 | val_loss: 0.0312441 | Time: 1479.18 ms [2022-04-11 20:53:02 main:581] : INFO : Epoch 1919 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1535.21 ms [2022-04-11 20:53:04 main:581] : INFO : Epoch 1920 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 1475.88 ms [2022-04-11 20:53:06 main:581] : INFO : Epoch 1921 | loss: 0.0312427 | val_loss: 0.0312453 | Time: 2031.48 ms [2022-04-11 20:53:07 main:581] : INFO : Epoch 1922 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 1473.49 ms [2022-04-11 20:53:09 main:581] : INFO : Epoch 1923 | loss: 0.031242 | val_loss: 0.0312446 | Time: 1527.07 ms [2022-04-11 20:53:10 main:581] : INFO : Epoch 1924 | loss: 0.0312427 | val_loss: 0.0312449 | Time: 1487.56 ms [2022-04-11 20:53:12 main:581] : INFO : Epoch 1925 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1479.52 ms [2022-04-11 20:53:13 main:581] : INFO : Epoch 1926 | loss: 0.0312422 | val_loss: 0.0312443 | Time: 1477.39 ms [2022-04-11 20:53:15 main:581] : INFO : Epoch 1927 | loss: 0.0312429 | val_loss: 0.031244 | Time: 1476.4 ms [2022-04-11 20:53:16 main:581] : INFO : Epoch 1928 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 1475.72 ms [2022-04-11 20:53:18 main:581] : INFO : Epoch 1929 | loss: 0.0312427 | val_loss: 0.0312465 | Time: 1569.41 ms [2022-04-11 20:53:19 main:581] : INFO : Epoch 1930 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1497.25 ms [2022-04-11 20:53:21 main:581] : INFO : Epoch 1931 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1471.2 ms [2022-04-11 20:53:22 main:581] : INFO : Epoch 1932 | loss: 0.0312428 | val_loss: 0.0312458 | Time: 1468.94 ms [2022-04-11 20:53:24 main:581] : INFO : Epoch 1933 | loss: 0.0312433 | val_loss: 0.0312437 | Time: 1479.64 ms [2022-04-11 20:53:25 main:581] : INFO : Epoch 1934 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1477.6 ms [2022-04-11 20:53:27 main:581] : INFO : Epoch 1935 | loss: 0.0312425 | val_loss: 0.0312457 | Time: 1473.63 ms [2022-04-11 20:53:28 main:581] : INFO : Epoch 1936 | loss: 0.0312435 | val_loss: 0.0312435 | Time: 1476.3 ms [2022-04-11 20:53:30 main:581] : INFO : Epoch 1937 | loss: 0.0312423 | val_loss: 0.031244 | Time: 1473.1 ms [2022-04-11 20:53:31 main:581] : INFO : Epoch 1938 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1477.77 ms [2022-04-11 20:53:33 main:581] : INFO : Epoch 1939 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1481.81 ms [2022-04-11 20:53:34 main:581] : INFO : Epoch 1940 | loss: 0.0312423 | val_loss: 0.0312442 | Time: 1480.36 ms [2022-04-11 20:53:36 main:581] : INFO : Epoch 1941 | loss: 0.031243 | val_loss: 0.0312449 | Time: 1481.27 ms [2022-04-11 20:53:37 main:581] : INFO : Epoch 1942 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1477.35 ms [2022-04-11 20:53:39 main:581] : INFO : Epoch 1943 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 1474.88 ms [2022-04-11 20:53:40 main:581] : INFO : Epoch 1944 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 1475.87 ms [2022-04-11 20:53:41 main:581] : INFO : Epoch 1945 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 1475.79 ms [2022-04-11 20:53:43 main:581] : INFO : Epoch 1946 | loss: 0.0312423 | val_loss: 0.0312441 | Time: 1492.15 ms [2022-04-11 20:53:44 main:581] : INFO : Epoch 1947 | loss: 0.0312432 | val_loss: 0.0312447 | Time: 1477.88 ms [2022-04-11 20:53:46 main:581] : INFO : Epoch 1948 | loss: 0.031243 | val_loss: 0.0312436 | Time: 1478.4 ms [2022-04-11 20:53:47 main:581] : INFO : Epoch 1949 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1487.66 ms [2022-04-11 20:53:49 main:581] : INFO : Epoch 1950 | loss: 0.0312427 | val_loss: 0.0312458 | Time: 1477.57 ms [2022-04-11 20:53:50 main:581] : INFO : Epoch 1951 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1515.83 ms [2022-04-11 20:53:52 main:581] : INFO : Epoch 1952 | loss: 0.0312433 | val_loss: 0.0312447 | Time: 1478.71 ms [2022-04-11 20:53:53 main:581] : INFO : Epoch 1953 | loss: 0.0312423 | val_loss: 0.031244 | Time: 1475.92 ms [2022-04-11 20:53:55 main:581] : INFO : Epoch 1954 | loss: 0.0312423 | val_loss: 0.0312444 | Time: 1478.65 ms [2022-04-11 20:53:56 main:581] : INFO : Epoch 1955 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1500.62 ms [2022-04-11 20:53:58 main:581] : INFO : Epoch 1956 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1482.8 ms [2022-04-11 20:53:59 main:581] : INFO : Epoch 1957 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 1470.77 ms [2022-04-11 20:54:01 main:581] : INFO : Epoch 1958 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 1470.53 ms [2022-04-11 20:54:02 main:581] : INFO : Epoch 1959 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1502.34 ms [2022-04-11 20:54:04 main:581] : INFO : Epoch 1960 | loss: 0.0312428 | val_loss: 0.031244 | Time: 1479.2 ms [2022-04-11 20:54:05 main:581] : INFO : Epoch 1961 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 1490.84 ms [2022-04-11 20:54:07 main:581] : INFO : Epoch 1962 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1492.55 ms [2022-04-11 20:54:08 main:581] : INFO : Epoch 1963 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1502.41 ms [2022-04-11 20:54:10 main:581] : INFO : Epoch 1964 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 1469.49 ms [2022-04-11 20:54:11 main:581] : INFO : Epoch 1965 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1484.93 ms [2022-04-11 20:54:13 main:581] : INFO : Epoch 1966 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 1754.3 ms [2022-04-11 20:54:14 main:581] : INFO : Epoch 1967 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 1477.84 ms [2022-04-11 20:54:16 main:581] : INFO : Epoch 1968 | loss: 0.0312423 | val_loss: 0.0312443 | Time: 1476.59 ms [2022-04-11 20:54:17 main:581] : INFO : Epoch 1969 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 1472.62 ms [2022-04-11 20:54:19 main:581] : INFO : Epoch 1970 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 1470.64 ms [2022-04-11 20:54:20 main:581] : INFO : Epoch 1971 | loss: 0.031243 | val_loss: 0.0312453 | Time: 1470.65 ms [2022-04-11 20:54:22 main:581] : INFO : Epoch 1972 | loss: 0.031243 | val_loss: 0.0312439 | Time: 1479.28 ms [2022-04-11 20:54:23 main:581] : INFO : Epoch 1973 | loss: 0.0312423 | val_loss: 0.0312445 | Time: 1568.08 ms [2022-04-11 20:54:25 main:581] : INFO : Epoch 1974 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 1474.7 ms [2022-04-11 20:54:26 main:581] : INFO : Epoch 1975 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1471.77 ms [2022-04-11 20:54:28 main:581] : INFO : Epoch 1976 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 1472.26 ms [2022-04-11 20:54:29 main:581] : INFO : Epoch 1977 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 1474.52 ms [2022-04-11 20:54:31 main:581] : INFO : Epoch 1978 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1477.48 ms [2022-04-11 20:54:32 main:581] : INFO : Epoch 1979 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1475.95 ms [2022-04-11 20:54:34 main:581] : INFO : Epoch 1980 | loss: 0.0312425 | val_loss: 0.0312452 | Time: 1479.43 ms [2022-04-11 20:54:35 main:581] : INFO : Epoch 1981 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1498.22 ms [2022-04-11 20:54:37 main:581] : INFO : Epoch 1982 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1472.48 ms [2022-04-11 20:54:38 main:581] : INFO : Epoch 1983 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1472.22 ms [2022-04-11 20:54:40 main:581] : INFO : Epoch 1984 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1475.98 ms [2022-04-11 20:54:41 main:581] : INFO : Epoch 1985 | loss: 0.031243 | val_loss: 0.0312454 | Time: 1480.48 ms [2022-04-11 20:54:43 main:581] : INFO : Epoch 1986 | loss: 0.031243 | val_loss: 0.0312437 | Time: 1477.26 ms [2022-04-11 20:54:44 main:581] : INFO : Epoch 1987 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1484.21 ms [2022-04-11 20:54:46 main:581] : INFO : Epoch 1988 | loss: 0.0312422 | val_loss: 0.0312461 | Time: 1475.76 ms [2022-04-11 20:54:47 main:581] : INFO : Epoch 1989 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1477.44 ms [2022-04-11 20:54:48 main:581] : INFO : Epoch 1990 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1476.95 ms [2022-04-11 20:54:50 main:581] : INFO : Epoch 1991 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1474.48 ms [2022-04-11 20:54:51 main:581] : INFO : Epoch 1992 | loss: 0.0312424 | val_loss: 0.0312456 | Time: 1520.23 ms [2022-04-11 20:54:53 main:581] : INFO : Epoch 1993 | loss: 0.0312433 | val_loss: 0.0312459 | Time: 1471.92 ms [2022-04-11 20:54:54 main:581] : INFO : Epoch 1994 | loss: 0.031243 | val_loss: 0.0312435 | Time: 1472.97 ms [2022-04-11 20:54:56 main:581] : INFO : Epoch 1995 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 1469.69 ms [2022-04-11 20:54:57 main:581] : INFO : Epoch 1996 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 1466.83 ms [2022-04-11 20:54:59 main:581] : INFO : Epoch 1997 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1467.88 ms [2022-04-11 20:55:00 main:581] : INFO : Epoch 1998 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 1474.45 ms [2022-04-11 20:55:02 main:581] : INFO : Epoch 1999 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1471.86 ms [2022-04-11 20:55:03 main:581] : INFO : Epoch 2000 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 1475.54 ms [2022-04-11 20:55:05 main:581] : INFO : Epoch 2001 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 1474.68 ms [2022-04-11 20:55:06 main:581] : INFO : Epoch 2002 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 1483.55 ms [2022-04-11 20:55:08 main:581] : INFO : Epoch 2003 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1494.58 ms [2022-04-11 20:55:09 main:581] : INFO : Epoch 2004 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1484.4 ms [2022-04-11 20:55:11 main:581] : INFO : Epoch 2005 | loss: 0.031242 | val_loss: 0.031244 | Time: 1491.95 ms [2022-04-11 20:55:12 main:581] : INFO : Epoch 2006 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 1473.81 ms [2022-04-11 20:55:14 main:581] : INFO : Epoch 2007 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1473.1 ms [2022-04-11 20:55:15 main:581] : INFO : Epoch 2008 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 1473.83 ms [2022-04-11 20:55:17 main:581] : INFO : Epoch 2009 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 1472.9 ms [2022-04-11 20:55:18 main:581] : INFO : Epoch 2010 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1477.13 ms [2022-04-11 20:55:20 main:581] : INFO : Epoch 2011 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1480.43 ms [2022-04-11 20:55:21 main:581] : INFO : Epoch 2012 | loss: 0.0312434 | val_loss: 0.0312455 | Time: 1530.18 ms [2022-04-11 20:55:23 main:581] : INFO : Epoch 2013 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1472.16 ms [2022-04-11 20:55:24 main:581] : INFO : Epoch 2014 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 1474.64 ms [2022-04-11 20:55:25 main:581] : INFO : Epoch 2015 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1475.72 ms [2022-04-11 20:55:27 main:581] : INFO : Epoch 2016 | loss: 0.0312429 | val_loss: 0.031246 | Time: 1477.85 ms [2022-04-11 20:55:28 main:581] : INFO : Epoch 2017 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 1474.98 ms [2022-04-11 20:55:30 main:581] : INFO : Epoch 2018 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1476.19 ms [2022-04-11 20:55:31 main:581] : INFO : Epoch 2019 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 1477.09 ms [2022-04-11 20:55:33 main:581] : INFO : Epoch 2020 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 1472.82 ms [2022-04-11 20:55:34 main:581] : INFO : Epoch 2021 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1470.87 ms [2022-04-11 20:55:36 main:581] : INFO : Epoch 2022 | loss: 0.0312421 | val_loss: 0.0312441 | Time: 1472.65 ms [2022-04-11 20:55:37 main:581] : INFO : Epoch 2023 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 1474.71 ms [2022-04-11 20:55:39 main:581] : INFO : Epoch 2024 | loss: 0.0312446 | val_loss: 0.031247 | Time: 1476.33 ms [2022-04-11 20:55:40 main:581] : INFO : Epoch 2025 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1472.2 ms [2022-04-11 20:55:42 main:581] : INFO : Epoch 2026 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1478.09 ms [2022-04-11 20:55:43 main:581] : INFO : Epoch 2027 | loss: 0.031243 | val_loss: 0.0312448 | Time: 1479.87 ms [2022-04-11 20:55:45 main:581] : INFO : Epoch 2028 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 1472.12 ms [2022-04-11 20:55:46 main:581] : INFO : Epoch 2029 | loss: 0.0312429 | val_loss: 0.0312437 | Time: 1507.45 ms [2022-04-11 20:55:48 main:581] : INFO : Epoch 2030 | loss: 0.0312428 | val_loss: 0.0312468 | Time: 1467.69 ms [2022-04-11 20:55:49 main:581] : INFO : Epoch 2031 | loss: 0.0312432 | val_loss: 0.031244 | Time: 1468.21 ms [2022-04-11 20:55:51 main:581] : INFO : Epoch 2032 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 1614.4 ms [2022-04-11 20:55:52 main:581] : INFO : Epoch 2033 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 1477.94 ms [2022-04-11 20:55:54 main:581] : INFO : Epoch 2034 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 1479.17 ms [2022-04-11 20:55:55 main:581] : INFO : Epoch 2035 | loss: 0.0312427 | val_loss: 0.0312448 | Time: 1476.62 ms [2022-04-11 20:55:57 main:581] : INFO : Epoch 2036 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 1476.52 ms [2022-04-11 20:55:58 main:581] : INFO : Epoch 2037 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1472.89 ms [2022-04-11 20:56:00 main:581] : INFO : Epoch 2038 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 1471.22 ms [2022-04-11 20:56:01 main:581] : INFO : Epoch 2039 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 1475.34 ms [2022-04-11 20:56:03 main:581] : INFO : Epoch 2040 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 1472.1 ms [2022-04-11 20:56:04 main:581] : INFO : Epoch 2041 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1494.15 ms [2022-04-11 20:56:05 main:581] : INFO : Epoch 2042 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1478.82 ms [2022-04-11 20:56:07 main:581] : INFO : Epoch 2043 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 1475.67 ms [2022-04-11 20:56:08 main:581] : INFO : Epoch 2044 | loss: 0.0312429 | val_loss: 0.0312437 | Time: 1475.03 ms [2022-04-11 20:56:10 main:581] : INFO : Epoch 2045 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 1476.8 ms [2022-04-11 20:56:11 main:581] : INFO : Epoch 2046 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 1485.68 ms [2022-04-11 20:56:13 main:581] : INFO : Epoch 2047 | loss: 0.031243 | val_loss: 0.0312441 | Time: 1476.32 ms [2022-04-11 20:56:14 main:581] : INFO : Epoch 2048 | loss: 0.0312426 | val_loss: 0.031245 | Time: 1477.87 ms [2022-04-11 20:56:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031245 [2022-04-11 20:56:14 main:610] : INFO : Saving end state to config to file [2022-04-11 20:56:14 main:615] : INFO : Success, exiting.. 20:56:14 (51733): 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)