Task 12272911
| Name | ParityModified-1645992548-2926-1-0_0 |
| Workunit | 9446935 |
| Created | 1 Mar 2022, 8:25:44 UTC |
| Sent | 7 Mar 2022, 15:39:01 UTC |
| Report deadline | 15 Mar 2022, 15:39:01 UTC |
| Received | 7 Mar 2022, 17:35:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 10 sec |
| CPU time | 40 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1191.73 ms [2022-03-07 10:25:12 main:574] : INFO : Epoch 1543 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1206.67 ms [2022-03-07 10:25:13 main:574] : INFO : Epoch 1544 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1205.24 ms [2022-03-07 10:25:14 main:574] : INFO : Epoch 1545 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1182.36 ms [2022-03-07 10:25:15 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1194.82 ms [2022-03-07 10:25:16 main:574] : INFO : Epoch 1547 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1204.24 ms [2022-03-07 10:25:18 main:574] : INFO : Epoch 1548 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1188 ms [2022-03-07 10:25:19 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1185.72 ms [2022-03-07 10:25:20 main:574] : INFO : Epoch 1550 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1200.45 ms [2022-03-07 10:25:21 main:574] : INFO : Epoch 1551 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1184.25 ms [2022-03-07 10:25:22 main:574] : INFO : Epoch 1552 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1193.78 ms [2022-03-07 10:25:24 main:574] : INFO : Epoch 1553 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1198.59 ms [2022-03-07 10:25:25 main:574] : INFO : Epoch 1554 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1208.63 ms [2022-03-07 10:25:26 main:574] : INFO : Epoch 1555 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1192.21 ms [2022-03-07 10:25:27 main:574] : INFO : Epoch 1556 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1176.05 ms [2022-03-07 10:25:28 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1183.25 ms [2022-03-07 10:25:30 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1210.79 ms [2022-03-07 10:25:31 main:574] : INFO : Epoch 1559 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1190.34 ms [2022-03-07 10:25:32 main:574] : INFO : Epoch 1560 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1206.84 ms [2022-03-07 10:25:33 main:574] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1208.47 ms [2022-03-07 10:25:34 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1187.56 ms [2022-03-07 10:25:36 main:574] : INFO : Epoch 1563 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1191.51 ms [2022-03-07 10:25:37 main:574] : INFO : Epoch 1564 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1208.31 ms [2022-03-07 10:25:38 main:574] : INFO : Epoch 1565 | loss: 0.0312509 | val_loss: 0.031252 | Time: 1207.74 ms [2022-03-07 10:25:39 main:574] : INFO : Epoch 1566 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1213.31 ms [2022-03-07 10:25:40 main:574] : INFO : Epoch 1567 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1213.78 ms [2022-03-07 10:25:42 main:574] : INFO : Epoch 1568 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1190.26 ms [2022-03-07 10:25:43 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1202.03 ms [2022-03-07 10:25:44 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1191.55 ms [2022-03-07 10:25:45 main:574] : INFO : Epoch 1571 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1195.15 ms [2022-03-07 10:25:46 main:574] : INFO : Epoch 1572 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1202.62 ms [2022-03-07 10:25:48 main:574] : INFO : Epoch 1573 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1204.46 ms [2022-03-07 10:25:49 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1211.86 ms [2022-03-07 10:25:50 main:574] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1465.29 ms [2022-03-07 10:25:52 main:574] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1175.38 ms [2022-03-07 10:25:53 main:574] : INFO : Epoch 1577 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1174.95 ms [2022-03-07 10:25:54 main:574] : INFO : Epoch 1578 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1213.49 ms [2022-03-07 10:25:55 main:574] : INFO : Epoch 1579 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1168.87 ms [2022-03-07 10:25:56 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 1208.91 ms [2022-03-07 10:25:58 main:574] : INFO : Epoch 1581 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1199.3 ms [2022-03-07 10:25:59 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1211.61 ms [2022-03-07 10:26:00 main:574] : INFO : Epoch 1583 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1203.95 ms [2022-03-07 10:26:01 main:574] : INFO : Epoch 1584 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1190.42 ms [2022-03-07 10:26:02 main:574] : INFO : Epoch 1585 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1202 ms [2022-03-07 10:26:04 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1188.34 ms [2022-03-07 10:26:05 main:574] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1195.66 ms [2022-03-07 10:26:06 main:574] : INFO : Epoch 1588 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1204.31 ms [2022-03-07 10:26:07 main:574] : INFO : Epoch 1589 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1185.48 ms [2022-03-07 10:26:08 main:574] : INFO : Epoch 1590 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 1182.44 ms [2022-03-07 10:26:10 main:574] : INFO : Epoch 1591 | loss: 0.0312512 | val_loss: 0.0312531 | Time: 1195.5 ms [2022-03-07 10:26:11 main:574] : INFO : Epoch 1592 | loss: 0.0312512 | val_loss: 0.0312497 | Time: 1222.49 ms [2022-03-07 10:26:12 main:574] : INFO : Epoch 1593 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1182.02 ms [2022-03-07 10:26:13 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.031252 | Time: 1216.93 ms [2022-03-07 10:26:14 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1221.04 ms [2022-03-07 10:26:16 main:574] : INFO : Epoch 1596 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1449.18 ms [2022-03-07 10:26:17 main:574] : INFO : Epoch 1597 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1182.26 ms [2022-03-07 10:26:18 main:574] : INFO : Epoch 1598 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1202.15 ms [2022-03-07 10:26:19 main:574] : INFO : Epoch 1599 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 1181.22 ms [2022-03-07 10:26:21 main:574] : INFO : Epoch 1600 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 1176.38 ms [2022-03-07 10:26:22 main:574] : INFO : Epoch 1601 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1197.81 ms [2022-03-07 10:26:23 main:574] : INFO : Epoch 1602 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1211.83 ms [2022-03-07 10:26:24 main:574] : INFO : Epoch 1603 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1199.38 ms [2022-03-07 10:26:25 main:574] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1197.19 ms [2022-03-07 10:26:27 main:574] : INFO : Epoch 1605 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1211.69 ms [2022-03-07 10:26:28 main:574] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1208.62 ms [2022-03-07 10:26:29 main:574] : INFO : Epoch 1607 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1210.16 ms [2022-03-07 10:26:30 main:574] : INFO : Epoch 1608 | loss: 0.03125 | val_loss: 0.03125 | Time: 1221.07 ms [2022-03-07 10:26:31 main:574] : INFO : Epoch 1609 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1192.36 ms [2022-03-07 10:26:33 main:574] : INFO : Epoch 1610 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1209.62 ms [2022-03-07 10:26:34 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1187.06 ms [2022-03-07 10:26:35 main:574] : INFO : Epoch 1612 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1195.37 ms [2022-03-07 10:26:36 main:574] : INFO : Epoch 1613 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1184.23 ms [2022-03-07 10:26:37 main:574] : INFO : Epoch 1614 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1204.61 ms [2022-03-07 10:26:39 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1185.83 ms [2022-03-07 10:26:40 main:574] : INFO : Epoch 1616 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1202.38 ms [2022-03-07 10:26:41 main:574] : INFO : Epoch 1617 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1192.29 ms [2022-03-07 10:26:42 main:574] : INFO : Epoch 1618 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1215.75 ms [2022-03-07 10:26:43 main:574] : INFO : Epoch 1619 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1205.55 ms [2022-03-07 10:26:45 main:574] : INFO : Epoch 1620 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1213.8 ms [2022-03-07 10:26:46 main:574] : INFO : Epoch 1621 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1256.12 ms [2022-03-07 10:26:47 main:574] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1331.72 ms [2022-03-07 10:26:49 main:574] : INFO : Epoch 1623 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1192.61 ms [2022-03-07 10:26:50 main:574] : INFO : Epoch 1624 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1209.49 ms [2022-03-07 10:26:51 main:574] : INFO : Epoch 1625 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1183.92 ms [2022-03-07 10:26:52 main:574] : INFO : Epoch 1626 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1192.07 ms [2022-03-07 10:26:53 main:574] : INFO : Epoch 1627 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1201.11 ms [2022-03-07 10:26:55 main:574] : INFO : Epoch 1628 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1211.49 ms [2022-03-07 10:26:56 main:574] : INFO : Epoch 1629 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1206.14 ms [2022-03-07 10:26:57 main:574] : INFO : Epoch 1630 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1223.46 ms [2022-03-07 10:26:58 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1325.15 ms [2022-03-07 10:27:00 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1239.2 ms [2022-03-07 10:27:01 main:574] : INFO : Epoch 1633 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1196.9 ms [2022-03-07 10:27:02 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.03125 | Time: 1197.49 ms [2022-03-07 10:27:03 main:574] : INFO : Epoch 1635 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1196.05 ms [2022-03-07 10:27:04 main:574] : INFO : Epoch 1636 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1203.96 ms [2022-03-07 10:27:06 main:574] : INFO : Epoch 1637 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1208.41 ms [2022-03-07 10:27:07 main:574] : INFO : Epoch 1638 | loss: 0.031251 | val_loss: 0.0312497 | Time: 1188.5 ms [2022-03-07 10:27:08 main:574] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1206.95 ms [2022-03-07 10:27:09 main:574] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1204.15 ms [2022-03-07 10:27:10 main:574] : INFO : Epoch 1641 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1211.94 ms [2022-03-07 10:27:12 main:574] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1211.37 ms [2022-03-07 10:27:13 main:574] : INFO : Epoch 1643 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 1199.72 ms [2022-03-07 10:27:14 main:574] : INFO : Epoch 1644 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 1198.64 ms [2022-03-07 10:27:15 main:574] : INFO : Epoch 1645 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1207.28 ms [2022-03-07 10:27:17 main:574] : INFO : Epoch 1646 | loss: 0.0312514 | val_loss: 0.0312556 | Time: 1217.96 ms [2022-03-07 10:27:18 main:574] : INFO : Epoch 1647 | loss: 0.0312532 | val_loss: 0.03125 | Time: 1203 ms [2022-03-07 10:27:19 main:574] : INFO : Epoch 1648 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 1197.45 ms [2022-03-07 10:27:20 main:574] : INFO : Epoch 1649 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1197.9 ms [2022-03-07 10:27:21 main:574] : INFO : Epoch 1650 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1202.01 ms [2022-03-07 10:27:23 main:574] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1198.65 ms [2022-03-07 10:27:24 main:574] : INFO : Epoch 1652 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1201.26 ms [2022-03-07 10:27:25 main:574] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1181.68 ms [2022-03-07 10:27:26 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1190.62 ms [2022-03-07 10:27:27 main:574] : INFO : Epoch 1655 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1200.2 ms [2022-03-07 10:27:29 main:574] : INFO : Epoch 1656 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1193.01 ms [2022-03-07 10:27:30 main:574] : INFO : Epoch 1657 | loss: 0.0312496 | val_loss: 0.0312522 | Time: 1181.96 ms [2022-03-07 10:27:31 main:574] : INFO : Epoch 1658 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1188.09 ms [2022-03-07 10:27:32 main:574] : INFO : Epoch 1659 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1208.47 ms [2022-03-07 10:27:33 main:574] : INFO : Epoch 1660 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1211.72 ms [2022-03-07 10:27:35 main:574] : INFO : Epoch 1661 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1208.1 ms [2022-03-07 10:27:36 main:574] : INFO : Epoch 1662 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1194.9 ms [2022-03-07 10:27:37 main:574] : INFO : Epoch 1663 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1268.24 ms [2022-03-07 10:27:38 main:574] : INFO : Epoch 1664 | loss: 0.031251 | val_loss: 0.0312499 | Time: 1288.42 ms [2022-03-07 10:27:40 main:574] : INFO : Epoch 1665 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1187.12 ms [2022-03-07 10:27:41 main:574] : INFO : Epoch 1666 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1191.69 ms [2022-03-07 10:27:42 main:574] : INFO : Epoch 1667 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1189.83 ms [2022-03-07 10:27:43 main:574] : INFO : Epoch 1668 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1206.83 ms [2022-03-07 10:27:44 main:574] : INFO : Epoch 1669 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1201.44 ms [2022-03-07 10:27:46 main:574] : INFO : Epoch 1670 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1193.26 ms [2022-03-07 10:27:47 main:574] : INFO : Epoch 1671 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1190.44 ms [2022-03-07 10:27:48 main:574] : INFO : Epoch 1672 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1196.31 ms [2022-03-07 10:27:49 main:574] : INFO : Epoch 1673 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1208.44 ms [2022-03-07 10:27:50 main:574] : INFO : Epoch 1674 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1208.52 ms [2022-03-07 10:27:52 main:574] : INFO : Epoch 1675 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1200.64 ms [2022-03-07 10:27:53 main:574] : INFO : Epoch 1676 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1203.02 ms [2022-03-07 10:27:54 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1209.02 ms [2022-03-07 10:27:55 main:574] : INFO : Epoch 1678 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1200.25 ms [2022-03-07 10:27:56 main:574] : INFO : Epoch 1679 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1196.88 ms [2022-03-07 10:27:58 main:574] : INFO : Epoch 1680 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 1207.18 ms [2022-03-07 10:27:59 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1220.18 ms [2022-03-07 10:28:00 main:574] : INFO : Epoch 1682 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1199.77 ms [2022-03-07 10:28:01 main:574] : INFO : Epoch 1683 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1276.31 ms [2022-03-07 10:28:03 main:574] : INFO : Epoch 1684 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1242.91 ms [2022-03-07 10:28:04 main:574] : INFO : Epoch 1685 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1396.83 ms [2022-03-07 10:28:06 main:574] : INFO : Epoch 1686 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1243.19 ms [2022-03-07 10:28:07 main:574] : INFO : Epoch 1687 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1185.75 ms [2022-03-07 10:28:08 main:574] : INFO : Epoch 1688 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1206.07 ms [2022-03-07 10:28:09 main:574] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1209.2 ms [2022-03-07 10:28:10 main:574] : INFO : Epoch 1690 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1198.86 ms [2022-03-07 10:28:12 main:574] : INFO : Epoch 1691 | loss: 0.0312519 | val_loss: 0.0312497 | Time: 1193.15 ms [2022-03-07 10:28:13 main:574] : INFO : Epoch 1692 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1187.99 ms [2022-03-07 10:28:14 main:574] : INFO : Epoch 1693 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1197.91 ms [2022-03-07 10:28:15 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1191.64 ms [2022-03-07 10:28:16 main:574] : INFO : Epoch 1695 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1184.19 ms [2022-03-07 10:28:18 main:574] : INFO : Epoch 1696 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1190.04 ms [2022-03-07 10:28:19 main:574] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1203.71 ms [2022-03-07 10:28:20 main:574] : INFO : Epoch 1698 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1189.35 ms [2022-03-07 10:28:21 main:574] : INFO : Epoch 1699 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1200.22 ms [2022-03-07 10:28:22 main:574] : INFO : Epoch 1700 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1183.78 ms [2022-03-07 10:28:24 main:574] : INFO : Epoch 1701 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1197.53 ms [2022-03-07 10:28:25 main:574] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1190.1 ms [2022-03-07 10:28:26 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1193.07 ms [2022-03-07 10:28:27 main:574] : INFO : Epoch 1704 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1202.12 ms [2022-03-07 10:28:28 main:574] : INFO : Epoch 1705 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1211.27 ms [2022-03-07 10:28:30 main:574] : INFO : Epoch 1706 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1188.44 ms [2022-03-07 10:28:31 main:574] : INFO : Epoch 1707 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1193.64 ms [2022-03-07 10:28:32 main:574] : INFO : Epoch 1708 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1192.08 ms [2022-03-07 10:28:33 main:574] : INFO : Epoch 1709 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1190.44 ms [2022-03-07 10:28:34 main:574] : INFO : Epoch 1710 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1193.4 ms [2022-03-07 10:28:35 main:574] : INFO : Epoch 1711 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1177.34 ms [2022-03-07 10:28:37 main:574] : INFO : Epoch 1712 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1196.73 ms [2022-03-07 10:28:38 main:574] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1200.6 ms [2022-03-07 10:28:39 main:574] : INFO : Epoch 1714 | loss: 0.0312494 | val_loss: 0.0312534 | Time: 1181.28 ms [2022-03-07 10:28:40 main:574] : INFO : Epoch 1715 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1196.11 ms [2022-03-07 10:28:41 main:574] : INFO : Epoch 1716 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1202.98 ms [2022-03-07 10:28:43 main:574] : INFO : Epoch 1717 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1200.68 ms [2022-03-07 10:28:44 main:574] : INFO : Epoch 1718 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1201.06 ms [2022-03-07 10:28:45 main:574] : INFO : Epoch 1719 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1192.1 ms [2022-03-07 10:28:46 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1205.07 ms [2022-03-07 10:28:47 main:574] : INFO : Epoch 1721 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1195.43 ms [2022-03-07 10:28:49 main:574] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1197.43 ms [2022-03-07 10:28:50 main:574] : INFO : Epoch 1723 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 1197.36 ms [2022-03-07 10:28:51 main:574] : INFO : Epoch 1724 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1189.87 ms [2022-03-07 10:28:52 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1199.17 ms [2022-03-07 10:28:53 main:574] : INFO : Epoch 1726 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1188.74 ms [2022-03-07 10:28:55 main:574] : INFO : Epoch 1727 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1187.64 ms [2022-03-07 10:28:56 main:574] : INFO : Epoch 1728 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1184.36 ms [2022-03-07 10:28:57 main:574] : INFO : Epoch 1729 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1180.36 ms [2022-03-07 10:28:58 main:574] : INFO : Epoch 1730 | loss: 0.0312497 | val_loss: 0.0312528 | Time: 1195.91 ms [2022-03-07 10:28:59 main:574] : INFO : Epoch 1731 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1217.6 ms [2022-03-07 10:29:01 main:574] : INFO : Epoch 1732 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1191.98 ms [2022-03-07 10:29:02 main:574] : INFO : Epoch 1733 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1196.08 ms [2022-03-07 10:29:03 main:574] : INFO : Epoch 1734 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1196.51 ms [2022-03-07 10:29:04 main:574] : INFO : Epoch 1735 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1194.61 ms [2022-03-07 10:29:05 main:574] : INFO : Epoch 1736 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1202.64 ms [2022-03-07 10:29:07 main:574] : INFO : Epoch 1737 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1194.5 ms [2022-03-07 10:29:08 main:574] : INFO : Epoch 1738 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1206.29 ms [2022-03-07 10:29:09 main:574] : INFO : Epoch 1739 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1204.16 ms [2022-03-07 10:29:10 main:574] : INFO : Epoch 1740 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1197.01 ms [2022-03-07 10:29:11 main:574] : INFO : Epoch 1741 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1188.3 ms [2022-03-07 10:29:13 main:574] : INFO : Epoch 1742 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1199.74 ms [2022-03-07 10:29:14 main:574] : INFO : Epoch 1743 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1193.33 ms [2022-03-07 10:29:15 main:574] : INFO : Epoch 1744 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1181.94 ms [2022-03-07 10:29:16 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1182.23 ms [2022-03-07 10:29:17 main:574] : INFO : Epoch 1746 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1211.65 ms [2022-03-07 10:29:19 main:574] : INFO : Epoch 1747 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1178.89 ms [2022-03-07 10:29:20 main:574] : INFO : Epoch 1748 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1203.6 ms [2022-03-07 10:29:21 main:574] : INFO : Epoch 1749 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1208.73 ms [2022-03-07 10:29:22 main:574] : INFO : Epoch 1750 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1197.37 ms [2022-03-07 10:29:23 main:574] : INFO : Epoch 1751 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1193.27 ms [2022-03-07 10:29:25 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1195.61 ms [2022-03-07 10:29:26 main:574] : INFO : Epoch 1753 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1210.39 ms [2022-03-07 10:29:27 main:574] : INFO : Epoch 1754 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1205.62 ms [2022-03-07 10:29:28 main:574] : INFO : Epoch 1755 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1202.52 ms [2022-03-07 10:29:29 main:574] : INFO : Epoch 1756 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1210.79 ms [2022-03-07 10:29:31 main:574] : INFO : Epoch 1757 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1187.77 ms [2022-03-07 10:29:32 main:574] : INFO : Epoch 1758 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 1182.42 ms [2022-03-07 10:29:33 main:574] : INFO : Epoch 1759 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1183.04 ms [2022-03-07 10:29:34 main:574] : INFO : Epoch 1760 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1197.37 ms [2022-03-07 10:29:35 main:574] : INFO : Epoch 1761 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1186.35 ms [2022-03-07 10:29:37 main:574] : INFO : Epoch 1762 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1216.44 ms [2022-03-07 10:29:38 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1181.53 ms [2022-03-07 10:29:39 main:574] : INFO : Epoch 1764 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1186.57 ms [2022-03-07 10:29:40 main:574] : INFO : Epoch 1765 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 1191.86 ms [2022-03-07 10:29:41 main:574] : INFO : Epoch 1766 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1178.73 ms [2022-03-07 10:29:42 main:574] : INFO : Epoch 1767 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1193.76 ms [2022-03-07 10:29:44 main:574] : INFO : Epoch 1768 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1195.94 ms [2022-03-07 10:29:45 main:574] : INFO : Epoch 1769 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1202.68 ms [2022-03-07 10:29:46 main:574] : INFO : Epoch 1770 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1196.74 ms [2022-03-07 10:29:47 main:574] : INFO : Epoch 1771 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1191.84 ms [2022-03-07 10:29:48 main:574] : INFO : Epoch 1772 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1201.02 ms [2022-03-07 10:29:50 main:574] : INFO : Epoch 1773 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1207.84 ms [2022-03-07 10:29:51 main:574] : INFO : Epoch 1774 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1198.96 ms [2022-03-07 10:29:52 main:574] : INFO : Epoch 1775 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1173.22 ms [2022-03-07 10:29:53 main:574] : INFO : Epoch 1776 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1193.32 ms [2022-03-07 10:29:54 main:574] : INFO : Epoch 1777 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1195.75 ms [2022-03-07 10:29:56 main:574] : INFO : Epoch 1778 | loss: 0.0312554 | val_loss: 0.0312544 | Time: 1191.6 ms [2022-03-07 10:29:57 main:574] : INFO : Epoch 1779 | loss: 0.0312547 | val_loss: 0.031251 | Time: 1181.84 ms [2022-03-07 10:29:58 main:574] : INFO : Epoch 1780 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1200.33 ms [2022-03-07 10:29:59 main:574] : INFO : Epoch 1781 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1198.75 ms [2022-03-07 10:30:00 main:574] : INFO : Epoch 1782 | loss: 0.0312491 | val_loss: 0.031252 | Time: 1207.3 ms [2022-03-07 10:30:02 main:574] : INFO : Epoch 1783 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1199.67 ms [2022-03-07 10:30:03 main:574] : INFO : Epoch 1784 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1173.88 ms [2022-03-07 10:30:04 main:574] : INFO : Epoch 1785 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1193.72 ms [2022-03-07 10:30:05 main:574] : INFO : Epoch 1786 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1195.83 ms [2022-03-07 10:30:06 main:574] : INFO : Epoch 1787 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1214.05 ms [2022-03-07 10:30:08 main:574] : INFO : Epoch 1788 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1193.02 ms [2022-03-07 10:30:09 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1196.13 ms [2022-03-07 10:30:10 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1216.73 ms [2022-03-07 10:30:11 main:574] : INFO : Epoch 1791 | loss: 0.0312497 | val_loss: 0.0312525 | Time: 1211.61 ms [2022-03-07 10:30:12 main:574] : INFO : Epoch 1792 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1196.37 ms [2022-03-07 10:30:14 main:574] : INFO : Epoch 1793 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1187.09 ms [2022-03-07 10:30:15 main:574] : INFO : Epoch 1794 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1204.07 ms [2022-03-07 10:30:16 main:574] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1199.44 ms [2022-03-07 10:30:17 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1195.41 ms [2022-03-07 10:30:18 main:574] : INFO : Epoch 1797 | loss: 0.0312505 | val_loss: 0.0312547 | Time: 1193.92 ms [2022-03-07 10:30:20 main:574] : INFO : Epoch 1798 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1203.31 ms [2022-03-07 10:30:21 main:574] : INFO : Epoch 1799 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1177.31 ms [2022-03-07 10:30:22 main:574] : INFO : Epoch 1800 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1193.15 ms [2022-03-07 10:30:23 main:574] : INFO : Epoch 1801 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1200.51 ms [2022-03-07 10:30:24 main:574] : INFO : Epoch 1802 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1185.75 ms [2022-03-07 10:30:26 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1195.66 ms [2022-03-07 10:30:27 main:574] : INFO : Epoch 1804 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1200.93 ms [2022-03-07 10:30:28 main:574] : INFO : Epoch 1805 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1195.26 ms [2022-03-07 10:30:29 main:574] : INFO : Epoch 1806 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1200.18 ms [2022-03-07 10:30:30 main:574] : INFO : Epoch 1807 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1220.64 ms [2022-03-07 10:30:32 main:574] : INFO : Epoch 1808 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1203.77 ms [2022-03-07 10:30:33 main:574] : INFO : Epoch 1809 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1206.26 ms [2022-03-07 10:30:34 main:574] : INFO : Epoch 1810 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1197.37 ms [2022-03-07 10:30:35 main:574] : INFO : Epoch 1811 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1198.67 ms [2022-03-07 10:30:36 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312526 | Time: 1185.13 ms [2022-03-07 10:30:38 main:574] : INFO : Epoch 1813 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1190.59 ms [2022-03-07 10:30:39 main:574] : INFO : Epoch 1814 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1191.06 ms [2022-03-07 10:30:40 main:574] : INFO : Epoch 1815 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1197.56 ms [2022-03-07 10:30:41 main:574] : INFO : Epoch 1816 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1188.71 ms [2022-03-07 10:30:42 main:574] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1180.95 ms [2022-03-07 10:30:44 main:574] : INFO : Epoch 1818 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1183.95 ms [2022-03-07 10:30:45 main:574] : INFO : Epoch 1819 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1172.26 ms [2022-03-07 10:30:46 main:574] : INFO : Epoch 1820 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1211.68 ms [2022-03-07 10:30:47 main:574] : INFO : Epoch 1821 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1193.9 ms [2022-03-07 10:30:48 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1212.18 ms [2022-03-07 10:30:50 main:574] : INFO : Epoch 1823 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1199.05 ms [2022-03-07 10:30:51 main:574] : INFO : Epoch 1824 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1182.97 ms [2022-03-07 10:30:52 main:574] : INFO : Epoch 1825 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1206.66 ms [2022-03-07 10:30:53 main:574] : INFO : Epoch 1826 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1205.93 ms [2022-03-07 10:30:54 main:574] : INFO : Epoch 1827 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1201.15 ms [2022-03-07 10:30:56 main:574] : INFO : Epoch 1828 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1214.48 ms [2022-03-07 10:30:57 main:574] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1186.5 ms [2022-03-07 10:30:58 main:574] : INFO : Epoch 1830 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1196.74 ms [2022-03-07 10:30:59 main:574] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1183.88 ms [2022-03-07 10:31:00 main:574] : INFO : Epoch 1832 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1198.69 ms [2022-03-07 10:31:02 main:574] : INFO : Epoch 1833 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1219.61 ms [2022-03-07 10:31:03 main:574] : INFO : Epoch 1834 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1175.42 ms [2022-03-07 10:31:04 main:574] : INFO : Epoch 1835 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1206.22 ms [2022-03-07 10:31:05 main:574] : INFO : Epoch 1836 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1197.58 ms [2022-03-07 10:31:06 main:574] : INFO : Epoch 1837 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1200.74 ms [2022-03-07 10:31:08 main:574] : INFO : Epoch 1838 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1195.46 ms [2022-03-07 10:31:09 main:574] : INFO : Epoch 1839 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1196.34 ms [2022-03-07 10:31:10 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1186.74 ms [2022-03-07 10:31:11 main:574] : INFO : Epoch 1841 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 1205.72 ms [2022-03-07 10:31:12 main:574] : INFO : Epoch 1842 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1188.3 ms [2022-03-07 10:31:14 main:574] : INFO : Epoch 1843 | loss: 0.031252 | val_loss: 0.0312538 | Time: 1214.53 ms [2022-03-07 10:31:15 main:574] : INFO : Epoch 1844 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 1198.64 ms [2022-03-07 10:31:16 main:574] : INFO : Epoch 1845 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1208.94 ms [2022-03-07 10:31:17 main:574] : INFO : Epoch 1846 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1185.56 ms [2022-03-07 10:31:18 main:574] : INFO : Epoch 1847 | loss: 0.0312512 | val_loss: 0.0312542 | Time: 1204.98 ms [2022-03-07 10:31:20 main:574] : INFO : Epoch 1848 | loss: 0.0312527 | val_loss: 0.031251 | Time: 1192.87 ms [2022-03-07 10:31:21 main:574] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1195.44 ms [2022-03-07 10:31:22 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1185.04 ms [2022-03-07 10:31:23 main:574] : INFO : Epoch 1851 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1187.63 ms [2022-03-07 10:31:24 main:574] : INFO : Epoch 1852 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1194.54 ms [2022-03-07 10:31:25 main:574] : INFO : Epoch 1853 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1206.6 ms [2022-03-07 10:31:27 main:574] : INFO : Epoch 1854 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1193.61 ms [2022-03-07 10:31:28 main:574] : INFO : Epoch 1855 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1208.16 ms [2022-03-07 10:31:29 main:574] : INFO : Epoch 1856 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 1176.8 ms [2022-03-07 10:31:30 main:574] : INFO : Epoch 1857 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1184.02 ms [2022-03-07 10:31:31 main:574] : INFO : Epoch 1858 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1198.35 ms [2022-03-07 10:31:33 main:574] : INFO : Epoch 1859 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1209.64 ms [2022-03-07 10:31:34 main:574] : INFO : Epoch 1860 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1194.55 ms [2022-03-07 10:31:35 main:574] : INFO : Epoch 1861 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1180.02 ms [2022-03-07 10:31:36 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1196.19 ms [2022-03-07 10:31:37 main:574] : INFO : Epoch 1863 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1182.2 ms [2022-03-07 10:31:39 main:574] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1188.02 ms [2022-03-07 10:31:40 main:574] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 1201.55 ms [2022-03-07 10:31:41 main:574] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1208.58 ms [2022-03-07 10:31:42 main:574] : INFO : Epoch 1867 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1198.84 ms [2022-03-07 10:31:43 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1197.89 ms [2022-03-07 10:31:45 main:574] : INFO : Epoch 1869 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1182.59 ms [2022-03-07 10:31:46 main:574] : INFO : Epoch 1870 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1193.26 ms [2022-03-07 10:31:47 main:574] : INFO : Epoch 1871 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1192.96 ms [2022-03-07 10:31:48 main:574] : INFO : Epoch 1872 | loss: 0.0312501 | val_loss: 0.0312562 | Time: 1184.03 ms [2022-03-07 10:31:49 main:574] : INFO : Epoch 1873 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1205.69 ms [2022-03-07 10:31:51 main:574] : INFO : Epoch 1874 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1199.45 ms [2022-03-07 10:31:52 main:574] : INFO : Epoch 1875 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1180.64 ms [2022-03-07 10:31:53 main:574] : INFO : Epoch 1876 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1199.24 ms [2022-03-07 10:31:54 main:574] : INFO : Epoch 1877 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1187.94 ms [2022-03-07 10:31:55 main:574] : INFO : Epoch 1878 | loss: 0.0312502 | val_loss: 0.0312537 | Time: 1188.74 ms [2022-03-07 10:31:57 main:574] : INFO : Epoch 1879 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1210.21 ms [2022-03-07 10:31:58 main:574] : INFO : Epoch 1880 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1208.3 ms [2022-03-07 10:31:59 main:574] : INFO : Epoch 1881 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1200.73 ms [2022-03-07 10:32:00 main:574] : INFO : Epoch 1882 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1186.99 ms [2022-03-07 10:32:01 main:574] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1204.31 ms [2022-03-07 10:32:03 main:574] : INFO : Epoch 1884 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1186.88 ms [2022-03-07 10:32:04 main:574] : INFO : Epoch 1885 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1191.61 ms [2022-03-07 10:32:05 main:574] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1191.88 ms [2022-03-07 10:32:06 main:574] : INFO : Epoch 1887 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1192.8 ms [2022-03-07 10:32:07 main:574] : INFO : Epoch 1888 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1203.78 ms [2022-03-07 10:32:09 main:574] : INFO : Epoch 1889 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1205.9 ms [2022-03-07 10:32:10 main:574] : INFO : Epoch 1890 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1203.61 ms [2022-03-07 10:32:11 main:574] : INFO : Epoch 1891 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1198.64 ms [2022-03-07 10:32:12 main:574] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1197.65 ms [2022-03-07 10:32:13 main:574] : INFO : Epoch 1893 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1200.58 ms [2022-03-07 10:32:15 main:574] : INFO : Epoch 1894 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1202.25 ms [2022-03-07 10:32:16 main:574] : INFO : Epoch 1895 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1194.7 ms [2022-03-07 10:32:17 main:574] : INFO : Epoch 1896 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1206.54 ms [2022-03-07 10:32:18 main:574] : INFO : Epoch 1897 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1189.26 ms [2022-03-07 10:32:19 main:574] : INFO : Epoch 1898 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1204.24 ms [2022-03-07 10:32:21 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1193.25 ms [2022-03-07 10:32:22 main:574] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1210.89 ms [2022-03-07 10:32:23 main:574] : INFO : Epoch 1901 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1192.13 ms [2022-03-07 10:32:24 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1187.4 ms [2022-03-07 10:32:25 main:574] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1178.49 ms [2022-03-07 10:32:27 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1197.33 ms [2022-03-07 10:32:28 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1212.02 ms [2022-03-07 10:32:29 main:574] : INFO : Epoch 1906 | loss: 0.0312497 | val_loss: 0.0312535 | Time: 1184.87 ms [2022-03-07 10:32:30 main:574] : INFO : Epoch 1907 | loss: 0.0312537 | val_loss: 0.031252 | Time: 1196.5 ms [2022-03-07 10:32:31 main:574] : INFO : Epoch 1908 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1199.15 ms [2022-03-07 10:32:32 main:574] : INFO : Epoch 1909 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1190.8 ms [2022-03-07 10:32:34 main:574] : INFO : Epoch 1910 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 1208.64 ms [2022-03-07 10:32:35 main:574] : INFO : Epoch 1911 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1193.55 ms [2022-03-07 10:32:36 main:574] : INFO : Epoch 1912 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1188.33 ms [2022-03-07 10:32:37 main:574] : INFO : Epoch 1913 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1195.5 ms [2022-03-07 10:32:38 main:574] : INFO : Epoch 1914 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1198.46 ms [2022-03-07 10:32:40 main:574] : INFO : Epoch 1915 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1205.16 ms [2022-03-07 10:32:41 main:574] : INFO : Epoch 1916 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1191.89 ms [2022-03-07 10:32:42 main:574] : INFO : Epoch 1917 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1198.46 ms [2022-03-07 10:32:43 main:574] : INFO : Epoch 1918 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1187.52 ms [2022-03-07 10:32:44 main:574] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1200.5 ms [2022-03-07 10:32:46 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1205.42 ms [2022-03-07 10:32:47 main:574] : INFO : Epoch 1921 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1192.33 ms [2022-03-07 10:32:48 main:574] : INFO : Epoch 1922 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1188.37 ms [2022-03-07 10:32:49 main:574] : INFO : Epoch 1923 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1187.29 ms [2022-03-07 10:32:50 main:574] : INFO : Epoch 1924 | loss: 0.031251 | val_loss: 0.0312497 | Time: 1179.28 ms [2022-03-07 10:32:52 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1197.69 ms [2022-03-07 10:32:53 main:574] : INFO : Epoch 1926 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1194.56 ms [2022-03-07 10:32:54 main:574] : INFO : Epoch 1927 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1174.98 ms [2022-03-07 10:32:55 main:574] : INFO : Epoch 1928 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1196.42 ms [2022-03-07 10:32:56 main:574] : INFO : Epoch 1929 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1187.85 ms [2022-03-07 10:32:58 main:574] : INFO : Epoch 1930 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1184.26 ms [2022-03-07 10:32:59 main:574] : INFO : Epoch 1931 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1211.17 ms [2022-03-07 10:33:00 main:574] : INFO : Epoch 1932 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1203.59 ms [2022-03-07 10:33:01 main:574] : INFO : Epoch 1933 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1207.22 ms [2022-03-07 10:33:02 main:574] : INFO : Epoch 1934 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1201.27 ms [2022-03-07 10:33:04 main:574] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1198.15 ms [2022-03-07 10:33:05 main:574] : INFO : Epoch 1936 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1216.43 ms [2022-03-07 10:33:06 main:574] : INFO : Epoch 1937 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1195.84 ms [2022-03-07 10:33:07 main:574] : INFO : Epoch 1938 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1190.87 ms [2022-03-07 10:33:08 main:574] : INFO : Epoch 1939 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1214.92 ms [2022-03-07 10:33:10 main:574] : INFO : Epoch 1940 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1195.55 ms [2022-03-07 10:33:11 main:574] : INFO : Epoch 1941 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1209.59 ms [2022-03-07 10:33:12 main:574] : INFO : Epoch 1942 | loss: 0.0312653 | val_loss: 0.0312642 | Time: 1204.98 ms [2022-03-07 10:33:13 main:574] : INFO : Epoch 1943 | loss: 0.0340545 | val_loss: 0.0328241 | Time: 1182.09 ms [2022-03-07 10:33:14 main:574] : INFO : Epoch 1944 | loss: 0.0319057 | val_loss: 0.0314677 | Time: 1208.38 ms [2022-03-07 10:33:16 main:574] : INFO : Epoch 1945 | loss: 0.0313394 | val_loss: 0.0313004 | Time: 1191.65 ms [2022-03-07 10:33:17 main:574] : INFO : Epoch 1946 | loss: 0.0312696 | val_loss: 0.0312578 | Time: 1193.93 ms [2022-03-07 10:33:18 main:574] : INFO : Epoch 1947 | loss: 0.0312541 | val_loss: 0.0312524 | Time: 1204.47 ms [2022-03-07 10:33:19 main:574] : INFO : Epoch 1948 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1201.52 ms [2022-03-07 10:33:20 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1205.01 ms [2022-03-07 10:33:22 main:574] : INFO : Epoch 1950 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1190.41 ms [2022-03-07 10:33:23 main:574] : INFO : Epoch 1951 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1197.24 ms [2022-03-07 10:33:24 main:574] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1209.53 ms [2022-03-07 10:33:25 main:574] : INFO : Epoch 1953 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1200.87 ms [2022-03-07 10:33:26 main:574] : INFO : Epoch 1954 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1199.45 ms [2022-03-07 10:33:28 main:574] : INFO : Epoch 1955 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1192.52 ms [2022-03-07 10:33:29 main:574] : INFO : Epoch 1956 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1189.33 ms [2022-03-07 10:33:30 main:574] : INFO : Epoch 1957 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1214.37 ms [2022-03-07 10:33:31 main:574] : INFO : Epoch 1958 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1199.16 ms [2022-03-07 10:33:32 main:574] : INFO : Epoch 1959 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1182.36 ms [2022-03-07 10:33:34 main:574] : INFO : Epoch 1960 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1182.88 ms [2022-03-07 10:33:35 main:574] : INFO : Epoch 1961 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1208.86 ms [2022-03-07 10:33:36 main:574] : INFO : Epoch 1962 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1197.42 ms [2022-03-07 10:33:37 main:574] : INFO : Epoch 1963 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1197.72 ms [2022-03-07 10:33:38 main:574] : INFO : Epoch 1964 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1206.08 ms [2022-03-07 10:33:40 main:574] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1200.82 ms [2022-03-07 10:33:41 main:574] : INFO : Epoch 1966 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1202.07 ms [2022-03-07 10:33:42 main:574] : INFO : Epoch 1967 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1208.29 ms [2022-03-07 10:33:43 main:574] : INFO : Epoch 1968 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1187.26 ms [2022-03-07 10:33:44 main:574] : INFO : Epoch 1969 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1186.45 ms [2022-03-07 10:33:46 main:574] : INFO : Epoch 1970 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1192.16 ms [2022-03-07 10:33:47 main:574] : INFO : Epoch 1971 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1187.89 ms [2022-03-07 10:33:48 main:574] : INFO : Epoch 1972 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1187.03 ms [2022-03-07 10:33:49 main:574] : INFO : Epoch 1973 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1210.29 ms [2022-03-07 10:33:50 main:574] : INFO : Epoch 1974 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1188.46 ms [2022-03-07 10:33:52 main:574] : INFO : Epoch 1975 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1189.4 ms [2022-03-07 10:33:53 main:574] : INFO : Epoch 1976 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1196.67 ms [2022-03-07 10:33:54 main:574] : INFO : Epoch 1977 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1189.9 ms [2022-03-07 10:33:55 main:574] : INFO : Epoch 1978 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1183.08 ms [2022-03-07 10:33:56 main:574] : INFO : Epoch 1979 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1200.34 ms [2022-03-07 10:33:58 main:574] : INFO : Epoch 1980 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1200.83 ms [2022-03-07 10:33:59 main:574] : INFO : Epoch 1981 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1193.29 ms [2022-03-07 10:34:00 main:574] : INFO : Epoch 1982 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1204.09 ms [2022-03-07 10:34:01 main:574] : INFO : Epoch 1983 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1175.12 ms [2022-03-07 10:34:02 main:574] : INFO : Epoch 1984 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1190.24 ms [2022-03-07 10:34:04 main:574] : INFO : Epoch 1985 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1193.35 ms [2022-03-07 10:34:05 main:574] : INFO : Epoch 1986 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1185.66 ms [2022-03-07 10:34:06 main:574] : INFO : Epoch 1987 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1213.61 ms [2022-03-07 10:34:07 main:574] : INFO : Epoch 1988 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1188.56 ms [2022-03-07 10:34:08 main:574] : INFO : Epoch 1989 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1181.36 ms [2022-03-07 10:34:10 main:574] : INFO : Epoch 1990 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1211.75 ms [2022-03-07 10:34:11 main:574] : INFO : Epoch 1991 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1189.62 ms [2022-03-07 10:34:12 main:574] : INFO : Epoch 1992 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1210.71 ms [2022-03-07 10:34:13 main:574] : INFO : Epoch 1993 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 1196.99 ms [2022-03-07 10:34:14 main:574] : INFO : Epoch 1994 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1202.75 ms [2022-03-07 10:34:16 main:574] : INFO : Epoch 1995 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1195.7 ms [2022-03-07 10:34:17 main:574] : INFO : Epoch 1996 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1198.28 ms [2022-03-07 10:34:18 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1202.52 ms [2022-03-07 10:34:19 main:574] : INFO : Epoch 1998 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1196.15 ms [2022-03-07 10:34:20 main:574] : INFO : Epoch 1999 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1216.71 ms [2022-03-07 10:34:22 main:574] : INFO : Epoch 2000 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1199.52 ms [2022-03-07 10:34:23 main:574] : INFO : Epoch 2001 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1190.81 ms [2022-03-07 10:34:24 main:574] : INFO : Epoch 2002 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1199.39 ms [2022-03-07 10:34:25 main:574] : INFO : Epoch 2003 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1192.77 ms [2022-03-07 10:34:26 main:574] : INFO : Epoch 2004 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 1204.55 ms [2022-03-07 10:34:28 main:574] : INFO : Epoch 2005 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1192.26 ms [2022-03-07 10:34:29 main:574] : INFO : Epoch 2006 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1212.34 ms [2022-03-07 10:34:30 main:574] : INFO : Epoch 2007 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1206.94 ms [2022-03-07 10:34:31 main:574] : INFO : Epoch 2008 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1200.14 ms [2022-03-07 10:34:32 main:574] : INFO : Epoch 2009 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1194.6 ms [2022-03-07 10:34:34 main:574] : INFO : Epoch 2010 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1209.76 ms [2022-03-07 10:34:35 main:574] : INFO : Epoch 2011 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1188.64 ms [2022-03-07 10:34:36 main:574] : INFO : Epoch 2012 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1212.37 ms [2022-03-07 10:34:37 main:574] : INFO : Epoch 2013 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1205.04 ms [2022-03-07 10:34:38 main:574] : INFO : Epoch 2014 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1204.61 ms [2022-03-07 10:34:40 main:574] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1195.66 ms [2022-03-07 10:34:41 main:574] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.0312532 | Time: 1173.86 ms [2022-03-07 10:34:42 main:574] : INFO : Epoch 2017 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1179.89 ms [2022-03-07 10:34:43 main:574] : INFO : Epoch 2018 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1185.32 ms [2022-03-07 10:34:44 main:574] : INFO : Epoch 2019 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1185.4 ms [2022-03-07 10:34:45 main:574] : INFO : Epoch 2020 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 1175.15 ms [2022-03-07 10:34:47 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312478 | Time: 1192.57 ms [2022-03-07 10:34:48 main:574] : INFO : Epoch 2022 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1180.47 ms [2022-03-07 10:34:49 main:574] : INFO : Epoch 2023 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1197.97 ms [2022-03-07 10:34:50 main:574] : INFO : Epoch 2024 | loss: 0.031248 | val_loss: 0.031248 | Time: 1215.48 ms [2022-03-07 10:34:51 main:574] : INFO : Epoch 2025 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1187.35 ms [2022-03-07 10:34:53 main:574] : INFO : Epoch 2026 | loss: 0.031249 | val_loss: 0.0312477 | Time: 1198.54 ms [2022-03-07 10:34:54 main:574] : INFO : Epoch 2027 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1186.53 ms [2022-03-07 10:34:55 main:574] : INFO : Epoch 2028 | loss: 0.0312493 | val_loss: 0.0312537 | Time: 1212.31 ms [2022-03-07 10:34:56 main:574] : INFO : Epoch 2029 | loss: 0.0312509 | val_loss: 0.0312494 | Time: 1191.33 ms [2022-03-07 10:34:57 main:574] : INFO : Epoch 2030 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 1187.35 ms [2022-03-07 10:34:59 main:574] : INFO : Epoch 2031 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1206.03 ms [2022-03-07 10:35:00 main:574] : INFO : Epoch 2032 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1210.5 ms [2022-03-07 10:35:01 main:574] : INFO : Epoch 2033 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 1198.02 ms [2022-03-07 10:35:02 main:574] : INFO : Epoch 2034 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1187.74 ms [2022-03-07 10:35:03 main:574] : INFO : Epoch 2035 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1192.4 ms [2022-03-07 10:35:05 main:574] : INFO : Epoch 2036 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 1203.96 ms [2022-03-07 10:35:06 main:574] : INFO : Epoch 2037 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1196.97 ms [2022-03-07 10:35:07 main:574] : INFO : Epoch 2038 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 1207.89 ms [2022-03-07 10:35:08 main:574] : INFO : Epoch 2039 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1199.65 ms [2022-03-07 10:35:09 main:574] : INFO : Epoch 2040 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 1178.93 ms [2022-03-07 10:35:11 main:574] : INFO : Epoch 2041 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1193.65 ms [2022-03-07 10:35:12 main:574] : INFO : Epoch 2042 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1181.64 ms [2022-03-07 10:35:13 main:574] : INFO : Epoch 2043 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1201.12 ms [2022-03-07 10:35:14 main:574] : INFO : Epoch 2044 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1191.46 ms [2022-03-07 10:35:15 main:574] : INFO : Epoch 2045 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1198.06 ms [2022-03-07 10:35:17 main:574] : INFO : Epoch 2046 | loss: 0.0312495 | val_loss: 0.0312471 | Time: 1192.55 ms [2022-03-07 10:35:18 main:574] : INFO : Epoch 2047 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1191.69 ms [2022-03-07 10:35:19 main:574] : INFO : Epoch 2048 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1200.13 ms [2022-03-07 10:35:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312492 [2022-03-07 10:35:19 main:603] : INFO : Saving end state to config to file [2022-03-07 10:35:19 main:608] : INFO : Success, exiting.. 10:35:19 (10212): 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)