Task 9175673
| Name | ParityModified-1636180462-28888-1_3 |
| Workunit | 6345635 |
| Created | 25 Nov 2021, 9:41:36 UTC |
| Sent | 25 Nov 2021, 10:55:06 UTC |
| Report deadline | 2 Dec 2021, 10:55:06 UTC |
| Received | 27 Nov 2021, 8:23:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 43 min 11 sec |
| CPU time | 40 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1541 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1162.76 ms
[2021-11-27 02:58:30 main:574] : INFO : Epoch 1542 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1152.02 ms
[2021-11-27 02:58:31 main:574] : INFO : Epoch 1543 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1156.54 ms
[2021-11-27 02:58:32 main:574] : INFO : Epoch 1544 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1151.39 ms
[2021-11-27 02:58:33 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1148.34 ms
[2021-11-27 02:58:34 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1156.05 ms
[2021-11-27 02:58:36 main:574] : INFO : Epoch 1547 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 1150.96 ms
[2021-11-27 02:58:37 main:574] : INFO : Epoch 1548 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1167.71 ms
[2021-11-27 02:58:38 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1157.18 ms
[2021-11-27 02:58:39 main:574] : INFO : Epoch 1550 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1149.98 ms
[2021-11-27 02:58:41 main:574] : INFO : Epoch 1551 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1155.56 ms
[2021-11-27 02:58:42 main:574] : INFO : Epoch 1552 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1146.8 ms
[2021-11-27 02:58:43 main:574] : INFO : Epoch 1553 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 1147.56 ms
[2021-11-27 02:58:44 main:574] : INFO : Epoch 1554 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1141.57 ms
[2021-11-27 02:58:46 main:574] : INFO : Epoch 1555 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1146.76 ms
[2021-11-27 02:58:47 main:574] : INFO : Epoch 1556 | loss: 0.03125 | val_loss: 0.03125 | Time: 1139.65 ms
[2021-11-27 02:58:48 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1149.24 ms
[2021-11-27 02:58:49 main:574] : INFO : Epoch 1558 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1143.35 ms
[2021-11-27 02:58:51 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1140.08 ms
[2021-11-27 02:58:52 main:574] : INFO : Epoch 1560 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1138.26 ms
[2021-11-27 02:58:53 main:574] : INFO : Epoch 1561 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1140.59 ms
[2021-11-27 02:58:54 main:574] : INFO : Epoch 1562 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1134.45 ms
[2021-11-27 02:58:56 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1133.97 ms
[2021-11-27 02:58:57 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1137.51 ms
[2021-11-27 02:58:58 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1138.29 ms
[2021-11-27 02:58:59 main:574] : INFO : Epoch 1566 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 1137.66 ms
[2021-11-27 02:59:00 main:574] : INFO : Epoch 1567 | loss: 0.0312553 | val_loss: 0.0312581 | Time: 1154.07 ms
[2021-11-27 02:59:02 main:574] : INFO : Epoch 1568 | loss: 0.0312531 | val_loss: 0.0312509 | Time: 1144.06 ms
[2021-11-27 02:59:03 main:574] : INFO : Epoch 1569 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1148.66 ms
[2021-11-27 02:59:04 main:574] : INFO : Epoch 1570 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 1152.97 ms
[2021-11-27 02:59:05 main:574] : INFO : Epoch 1571 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 1146.65 ms
[2021-11-27 02:59:07 main:574] : INFO : Epoch 1572 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1144.06 ms
[2021-11-27 02:59:08 main:574] : INFO : Epoch 1573 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1140.07 ms
[2021-11-27 02:59:09 main:574] : INFO : Epoch 1574 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1143.96 ms
[2021-11-27 02:59:10 main:574] : INFO : Epoch 1575 | loss: 0.031251 | val_loss: 0.0312521 | Time: 1137.59 ms
[2021-11-27 02:59:12 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1136.49 ms
[2021-11-27 02:59:13 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1138.48 ms
[2021-11-27 02:59:14 main:574] : INFO : Epoch 1578 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1135.96 ms
[2021-11-27 02:59:15 main:574] : INFO : Epoch 1579 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1147.21 ms
[2021-11-27 02:59:17 main:574] : INFO : Epoch 1580 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1137.89 ms
[2021-11-27 02:59:18 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1135.59 ms
[2021-11-27 02:59:19 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1139.32 ms
[2021-11-27 02:59:20 main:574] : INFO : Epoch 1583 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1140.72 ms
[2021-11-27 02:59:21 main:574] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1137.09 ms
[2021-11-27 02:59:23 main:574] : INFO : Epoch 1585 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1147.63 ms
[2021-11-27 02:59:24 main:574] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1151.3 ms
[2021-11-27 02:59:25 main:574] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1142.84 ms
[2021-11-27 02:59:26 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1141.52 ms
[2021-11-27 02:59:28 main:574] : INFO : Epoch 1589 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1141.54 ms
[2021-11-27 02:59:29 main:574] : INFO : Epoch 1590 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1142.38 ms
[2021-11-27 02:59:30 main:574] : INFO : Epoch 1591 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1137.91 ms
[2021-11-27 02:59:31 main:574] : INFO : Epoch 1592 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1138.42 ms
[2021-11-27 02:59:33 main:574] : INFO : Epoch 1593 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1144.27 ms
[2021-11-27 02:59:34 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.03125 | Time: 1142.98 ms
[2021-11-27 02:59:35 main:574] : INFO : Epoch 1595 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1148.17 ms
[2021-11-27 02:59:36 main:574] : INFO : Epoch 1596 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1142.02 ms
[2021-11-27 02:59:38 main:574] : INFO : Epoch 1597 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1144.75 ms
[2021-11-27 02:59:39 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1149.04 ms
[2021-11-27 02:59:40 main:574] : INFO : Epoch 1599 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1147.1 ms
[2021-11-27 02:59:41 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1145.48 ms
[2021-11-27 02:59:42 main:574] : INFO : Epoch 1601 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1161.47 ms
[2021-11-27 02:59:44 main:574] : INFO : Epoch 1602 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1172.89 ms
[2021-11-27 02:59:45 main:574] : INFO : Epoch 1603 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1191.19 ms
[2021-11-27 02:59:46 main:574] : INFO : Epoch 1604 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1189.19 ms
[2021-11-27 02:59:48 main:574] : INFO : Epoch 1605 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1187.8 ms
[2021-11-27 02:59:49 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1197.45 ms
[2021-11-27 02:59:50 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1186.88 ms
[2021-11-27 02:59:52 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1184.08 ms
[2021-11-27 02:59:53 main:574] : INFO : Epoch 1609 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1183.94 ms
[2021-11-27 02:59:54 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1187.85 ms
[2021-11-27 02:59:55 main:574] : INFO : Epoch 1611 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1180.53 ms
[2021-11-27 02:59:57 main:574] : INFO : Epoch 1612 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1185.6 ms
[2021-11-27 02:59:58 main:574] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1181.63 ms
[2021-11-27 02:59:59 main:574] : INFO : Epoch 1614 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1197.72 ms
[2021-11-27 03:00:00 main:574] : INFO : Epoch 1615 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1187.11 ms
[2021-11-27 03:00:02 main:574] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1178.98 ms
[2021-11-27 03:00:03 main:574] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1179.25 ms
[2021-11-27 03:00:04 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1186.34 ms
[2021-11-27 03:00:06 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.03125 | Time: 1187.47 ms
[2021-11-27 03:00:07 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1181.86 ms
[2021-11-27 03:00:08 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1183.13 ms
[2021-11-27 03:00:09 main:574] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1183.96 ms
[2021-11-27 03:00:11 main:574] : INFO : Epoch 1623 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1179.49 ms
[2021-11-27 03:00:12 main:574] : INFO : Epoch 1624 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1179.88 ms
[2021-11-27 03:00:13 main:574] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1181.31 ms
[2021-11-27 03:00:15 main:574] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1181.79 ms
[2021-11-27 03:00:16 main:574] : INFO : Epoch 1627 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1179.99 ms
[2021-11-27 03:00:17 main:574] : INFO : Epoch 1628 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1183.16 ms
[2021-11-27 03:00:18 main:574] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1182.98 ms
[2021-11-27 03:00:20 main:574] : INFO : Epoch 1630 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1182 ms
[2021-11-27 03:00:21 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1178.63 ms
[2021-11-27 03:00:22 main:574] : INFO : Epoch 1632 | loss: 0.0312571 | val_loss: 0.0312645 | Time: 1178.46 ms
[2021-11-27 03:00:23 main:574] : INFO : Epoch 1633 | loss: 0.0312705 | val_loss: 0.0313871 | Time: 1181.71 ms
[2021-11-27 03:00:25 main:574] : INFO : Epoch 1634 | loss: 0.0321421 | val_loss: 0.0314149 | Time: 1183.78 ms
[2021-11-27 03:00:26 main:574] : INFO : Epoch 1635 | loss: 0.0315895 | val_loss: 0.0313428 | Time: 1181.74 ms
[2021-11-27 03:00:27 main:574] : INFO : Epoch 1636 | loss: 0.0312933 | val_loss: 0.0312696 | Time: 1181.4 ms
[2021-11-27 03:00:29 main:574] : INFO : Epoch 1637 | loss: 0.0312591 | val_loss: 0.0312559 | Time: 1181.14 ms
[2021-11-27 03:00:30 main:574] : INFO : Epoch 1638 | loss: 0.0312531 | val_loss: 0.0312535 | Time: 1184.39 ms
[2021-11-27 03:00:31 main:574] : INFO : Epoch 1639 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1184.14 ms
[2021-11-27 03:00:32 main:574] : INFO : Epoch 1640 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1182.58 ms
[2021-11-27 03:00:34 main:574] : INFO : Epoch 1641 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1191.29 ms
[2021-11-27 03:00:35 main:574] : INFO : Epoch 1642 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1182.5 ms
[2021-11-27 03:00:36 main:574] : INFO : Epoch 1643 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1176.51 ms
[2021-11-27 03:00:38 main:574] : INFO : Epoch 1644 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1174.94 ms
[2021-11-27 03:00:39 main:574] : INFO : Epoch 1645 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1175.03 ms
[2021-11-27 03:00:40 main:574] : INFO : Epoch 1646 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1178.06 ms
[2021-11-27 03:00:41 main:574] : INFO : Epoch 1647 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1177.8 ms
[2021-11-27 03:00:43 main:574] : INFO : Epoch 1648 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1183.81 ms
[2021-11-27 03:00:44 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1179.6 ms
[2021-11-27 03:00:45 main:574] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1176.05 ms
[2021-11-27 03:00:46 main:574] : INFO : Epoch 1651 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1176.08 ms
[2021-11-27 03:00:48 main:574] : INFO : Epoch 1652 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1176.45 ms
[2021-11-27 03:00:49 main:574] : INFO : Epoch 1653 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1179.91 ms
[2021-11-27 03:00:50 main:574] : INFO : Epoch 1654 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1176.42 ms
[2021-11-27 03:00:52 main:574] : INFO : Epoch 1655 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1182.05 ms
[2021-11-27 03:00:53 main:574] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1174.43 ms
[2021-11-27 03:00:54 main:574] : INFO : Epoch 1657 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1183.13 ms
[2021-11-27 03:00:55 main:574] : INFO : Epoch 1658 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1179.86 ms
[2021-11-27 03:00:57 main:574] : INFO : Epoch 1659 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1180.71 ms
[2021-11-27 03:00:58 main:574] : INFO : Epoch 1660 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 1184.32 ms
[2021-11-27 03:00:59 main:574] : INFO : Epoch 1661 | loss: 0.0312514 | val_loss: 0.0312546 | Time: 1177.72 ms
[2021-11-27 03:01:00 main:574] : INFO : Epoch 1662 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 1191.66 ms
[2021-11-27 03:01:02 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1184.66 ms
[2021-11-27 03:01:03 main:574] : INFO : Epoch 1664 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1173.26 ms
[2021-11-27 03:01:04 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1180.03 ms
[2021-11-27 03:01:06 main:574] : INFO : Epoch 1666 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1176.85 ms
[2021-11-27 03:01:07 main:574] : INFO : Epoch 1667 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1179.27 ms
[2021-11-27 03:01:08 main:574] : INFO : Epoch 1668 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1181.09 ms
[2021-11-27 03:01:09 main:574] : INFO : Epoch 1669 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1173.95 ms
[2021-11-27 03:01:11 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1180.39 ms
[2021-11-27 03:01:12 main:574] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1182.29 ms
[2021-11-27 03:01:13 main:574] : INFO : Epoch 1672 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1180.79 ms
[2021-11-27 03:01:15 main:574] : INFO : Epoch 1673 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1175.86 ms
[2021-11-27 03:01:16 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1177.06 ms
[2021-11-27 03:01:17 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1173.39 ms
[2021-11-27 03:01:18 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1181.18 ms
[2021-11-27 03:01:20 main:574] : INFO : Epoch 1677 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1174.72 ms
[2021-11-27 03:01:21 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1191.56 ms
[2021-11-27 03:01:22 main:574] : INFO : Epoch 1679 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1180.66 ms
[2021-11-27 03:01:23 main:574] : INFO : Epoch 1680 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1186.01 ms
[2021-11-27 03:01:25 main:574] : INFO : Epoch 1681 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1176.46 ms
[2021-11-27 03:01:26 main:574] : INFO : Epoch 1682 | loss: 0.031251 | val_loss: 0.0312532 | Time: 1176.64 ms
[2021-11-27 03:01:27 main:574] : INFO : Epoch 1683 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1173.8 ms
[2021-11-27 03:01:29 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1181.97 ms
[2021-11-27 03:01:30 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1173.78 ms
[2021-11-27 03:01:31 main:574] : INFO : Epoch 1686 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1175.57 ms
[2021-11-27 03:01:32 main:574] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1174.22 ms
[2021-11-27 03:01:34 main:574] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1173.51 ms
[2021-11-27 03:01:35 main:574] : INFO : Epoch 1689 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1184.08 ms
[2021-11-27 03:01:36 main:574] : INFO : Epoch 1690 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1175.89 ms
[2021-11-27 03:01:37 main:574] : INFO : Epoch 1691 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1180.88 ms
[2021-11-27 03:01:39 main:574] : INFO : Epoch 1692 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1177.89 ms
[2021-11-27 03:01:40 main:574] : INFO : Epoch 1693 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1179.27 ms
[2021-11-27 03:01:41 main:574] : INFO : Epoch 1694 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1181.81 ms
[2021-11-27 03:01:42 main:574] : INFO : Epoch 1695 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1176.85 ms
[2021-11-27 03:01:44 main:574] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1174.13 ms
[2021-11-27 03:01:45 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1176.44 ms
[2021-11-27 03:01:46 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1175.92 ms
[2021-11-27 03:01:48 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1177.95 ms
[2021-11-27 03:01:49 main:574] : INFO : Epoch 1700 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1174.88 ms
[2021-11-27 03:01:50 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1178.77 ms
[2021-11-27 03:01:51 main:574] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1176.97 ms
[2021-11-27 03:01:53 main:574] : INFO : Epoch 1703 | loss: 0.03125 | val_loss: 0.0312529 | Time: 1175.98 ms
[2021-11-27 03:01:54 main:574] : INFO : Epoch 1704 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1177.93 ms
[2021-11-27 03:01:55 main:574] : INFO : Epoch 1705 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1179.44 ms
[2021-11-27 03:01:56 main:574] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1176.57 ms
[2021-11-27 03:01:58 main:574] : INFO : Epoch 1707 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1178.39 ms
[2021-11-27 03:01:59 main:574] : INFO : Epoch 1708 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1174.84 ms
[2021-11-27 03:02:00 main:574] : INFO : Epoch 1709 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1184.91 ms
[2021-11-27 03:02:01 main:574] : INFO : Epoch 1710 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1177.27 ms
[2021-11-27 03:02:03 main:574] : INFO : Epoch 1711 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1179.47 ms
[2021-11-27 03:02:04 main:574] : INFO : Epoch 1712 | loss: 0.0312511 | val_loss: 0.0312529 | Time: 1178.56 ms
[2021-11-27 03:02:05 main:574] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1181.6 ms
[2021-11-27 03:02:07 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1183.3 ms
[2021-11-27 03:02:08 main:574] : INFO : Epoch 1715 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1174.54 ms
[2021-11-27 03:02:09 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1180.08 ms
[2021-11-27 03:02:10 main:574] : INFO : Epoch 1717 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1171.79 ms
[2021-11-27 03:02:12 main:574] : INFO : Epoch 1718 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1173.69 ms
[2021-11-27 03:02:13 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1177.65 ms
[2021-11-27 03:02:14 main:574] : INFO : Epoch 1720 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1174.53 ms
[2021-11-27 03:02:15 main:574] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1178.44 ms
[2021-11-27 03:02:17 main:574] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1178.91 ms
[2021-11-27 03:02:18 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1174.68 ms
[2021-11-27 03:02:19 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1174.08 ms
[2021-11-27 03:02:21 main:574] : INFO : Epoch 1725 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1176.22 ms
[2021-11-27 03:02:22 main:574] : INFO : Epoch 1726 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1173.31 ms
[2021-11-27 03:02:23 main:574] : INFO : Epoch 1727 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1183.54 ms
[2021-11-27 03:02:24 main:574] : INFO : Epoch 1728 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1173.43 ms
[2021-11-27 03:02:26 main:574] : INFO : Epoch 1729 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1176.05 ms
[2021-11-27 03:02:27 main:574] : INFO : Epoch 1730 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1175.91 ms
[2021-11-27 03:02:28 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1173.21 ms
[2021-11-27 03:02:30 main:574] : INFO : Epoch 1732 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1176.58 ms
[2021-11-27 03:02:31 main:574] : INFO : Epoch 1733 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1195.38 ms
[2021-11-27 03:02:32 main:574] : INFO : Epoch 1734 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1177.58 ms
[2021-11-27 03:02:33 main:574] : INFO : Epoch 1735 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1173.23 ms
[2021-11-27 03:02:34 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1174.4 ms
[2021-11-27 03:02:36 main:574] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1173.67 ms
[2021-11-27 03:02:37 main:574] : INFO : Epoch 1738 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1172.98 ms
[2021-11-27 03:02:38 main:574] : INFO : Epoch 1739 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1179.7 ms
[2021-11-27 03:02:40 main:574] : INFO : Epoch 1740 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1179.82 ms
[2021-11-27 03:02:41 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1173.1 ms
[2021-11-27 03:02:42 main:574] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1172.41 ms
[2021-11-27 03:02:43 main:574] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1175.93 ms
[2021-11-27 03:02:45 main:574] : INFO : Epoch 1744 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1177.06 ms
[2021-11-27 03:02:46 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1177.08 ms
[2021-11-27 03:02:47 main:574] : INFO : Epoch 1746 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1178.82 ms
[2021-11-27 03:02:49 main:574] : INFO : Epoch 1747 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1177.81 ms
[2021-11-27 03:02:50 main:574] : INFO : Epoch 1748 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1171.99 ms
[2021-11-27 03:02:51 main:574] : INFO : Epoch 1749 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1176.65 ms
[2021-11-27 03:02:52 main:574] : INFO : Epoch 1750 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1169.91 ms
[2021-11-27 03:02:53 main:574] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1180.5 ms
[2021-11-27 03:02:55 main:574] : INFO : Epoch 1752 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1178.77 ms
[2021-11-27 03:02:56 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1176.45 ms
[2021-11-27 03:02:57 main:574] : INFO : Epoch 1754 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1175.65 ms
[2021-11-27 03:02:59 main:574] : INFO : Epoch 1755 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1179.71 ms
[2021-11-27 03:03:00 main:574] : INFO : Epoch 1756 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1181.65 ms
[2021-11-27 03:03:01 main:574] : INFO : Epoch 1757 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1174.87 ms
[2021-11-27 03:03:02 main:574] : INFO : Epoch 1758 | loss: 0.031253 | val_loss: 0.0312555 | Time: 1180.85 ms
[2021-11-27 03:03:04 main:574] : INFO : Epoch 1759 | loss: 0.0312527 | val_loss: 0.0312503 | Time: 1177.4 ms
[2021-11-27 03:03:05 main:574] : INFO : Epoch 1760 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1179.5 ms
[2021-11-27 03:03:06 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1175.63 ms
[2021-11-27 03:03:08 main:574] : INFO : Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1166.87 ms
[2021-11-27 03:03:09 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1173.23 ms
[2021-11-27 03:03:10 main:574] : INFO : Epoch 1764 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1170.98 ms
[2021-11-27 03:03:11 main:574] : INFO : Epoch 1765 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1172.31 ms
[2021-11-27 03:03:13 main:574] : INFO : Epoch 1766 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1176.5 ms
[2021-11-27 03:03:14 main:574] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1172.53 ms
[2021-11-27 03:03:15 main:574] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.03125 | Time: 1179.04 ms
[2021-11-27 03:03:16 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.03125 | Time: 1177.18 ms
[2021-11-27 03:03:18 main:574] : INFO : Epoch 1770 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 1177.01 ms
[2021-11-27 03:03:19 main:574] : INFO : Epoch 1771 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1175.91 ms
[2021-11-27 03:03:20 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1177.04 ms
[2021-11-27 03:03:22 main:574] : INFO : Epoch 1773 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1175.33 ms
[2021-11-27 03:03:23 main:574] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1181.93 ms
[2021-11-27 03:03:24 main:574] : INFO : Epoch 1775 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1177.01 ms
[2021-11-27 03:03:25 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1173.89 ms
[2021-11-27 03:03:27 main:574] : INFO : Epoch 1777 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1179 ms
[2021-11-27 03:03:28 main:574] : INFO : Epoch 1778 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1179.21 ms
[2021-11-27 03:03:29 main:574] : INFO : Epoch 1779 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1176.8 ms
[2021-11-27 03:03:30 main:574] : INFO : Epoch 1780 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1175.55 ms
[2021-11-27 03:03:32 main:574] : INFO : Epoch 1781 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1175.89 ms
[2021-11-27 03:03:33 main:574] : INFO : Epoch 1782 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 1181.28 ms
[2021-11-27 03:03:34 main:574] : INFO : Epoch 1783 | loss: 0.031251 | val_loss: 0.0312552 | Time: 1170.76 ms
[2021-11-27 03:03:36 main:574] : INFO : Epoch 1784 | loss: 0.0312515 | val_loss: 0.0312496 | Time: 1188.57 ms
[2021-11-27 03:03:37 main:574] : INFO : Epoch 1785 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1177.99 ms
[2021-11-27 03:03:38 main:574] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1173.56 ms
[2021-11-27 03:03:39 main:574] : INFO : Epoch 1787 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1176.86 ms
[2021-11-27 03:03:41 main:574] : INFO : Epoch 1788 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1174.44 ms
[2021-11-27 03:03:42 main:574] : INFO : Epoch 1789 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1181.54 ms
[2021-11-27 03:03:43 main:574] : INFO : Epoch 1790 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1177.97 ms
[2021-11-27 03:03:44 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1177.37 ms
[2021-11-27 03:03:46 main:574] : INFO : Epoch 1792 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1174.27 ms
[2021-11-27 03:03:47 main:574] : INFO : Epoch 1793 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1153.51 ms
[2021-11-27 03:03:48 main:574] : INFO : Epoch 1794 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1156.7 ms
[2021-11-27 03:03:49 main:574] : INFO : Epoch 1795 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1149.06 ms
[2021-11-27 03:03:51 main:574] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1174.34 ms
[2021-11-27 03:03:52 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1178.02 ms
[2021-11-27 03:03:53 main:574] : INFO : Epoch 1798 | loss: 0.0312502 | val_loss: 0.0312533 | Time: 1182.33 ms
[2021-11-27 03:03:54 main:574] : INFO : Epoch 1799 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1175.93 ms
[2021-11-27 03:03:56 main:574] : INFO : Epoch 1800 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1177.44 ms
[2021-11-27 03:03:57 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1175.98 ms
[2021-11-27 03:03:58 main:574] : INFO : Epoch 1802 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1173.8 ms
[2021-11-27 03:04:00 main:574] : INFO : Epoch 1803 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1174.28 ms
[2021-11-27 03:04:01 main:574] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1172.63 ms
[2021-11-27 03:04:02 main:574] : INFO : Epoch 1805 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1173.81 ms
[2021-11-27 03:04:03 main:574] : INFO : Epoch 1806 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1179.7 ms
[2021-11-27 03:04:04 main:574] : INFO : Epoch 1807 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1175.81 ms
[2021-11-27 03:04:06 main:574] : INFO : Epoch 1808 | loss: 0.031251 | val_loss: 0.0312524 | Time: 1176.08 ms
[2021-11-27 03:04:07 main:574] : INFO : Epoch 1809 | loss: 0.0312516 | val_loss: 0.0312497 | Time: 1178.32 ms
[2021-11-27 03:04:08 main:574] : INFO : Epoch 1810 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1181.75 ms
[2021-11-27 03:04:10 main:574] : INFO : Epoch 1811 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1175.12 ms
[2021-11-27 03:04:11 main:574] : INFO : Epoch 1812 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1177.04 ms
[2021-11-27 03:04:12 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1174.77 ms
[2021-11-27 03:04:13 main:574] : INFO : Epoch 1814 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1179.81 ms
[2021-11-27 03:04:15 main:574] : INFO : Epoch 1815 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1176.84 ms
[2021-11-27 03:04:16 main:574] : INFO : Epoch 1816 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1177.13 ms
[2021-11-27 03:04:17 main:574] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1175.02 ms
[2021-11-27 03:04:19 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1174.35 ms
[2021-11-27 03:04:20 main:574] : INFO : Epoch 1819 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1172.65 ms
[2021-11-27 03:04:21 main:574] : INFO : Epoch 1820 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1172.23 ms
[2021-11-27 03:04:22 main:574] : INFO : Epoch 1821 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1176.34 ms
[2021-11-27 03:04:24 main:574] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1178.06 ms
[2021-11-27 03:04:25 main:574] : INFO : Epoch 1823 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1176.27 ms
[2021-11-27 03:04:26 main:574] : INFO : Epoch 1824 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1174.89 ms
[2021-11-27 03:04:27 main:574] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1176.02 ms
[2021-11-27 03:04:29 main:574] : INFO : Epoch 1826 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1178.64 ms
[2021-11-27 03:04:30 main:574] : INFO : Epoch 1827 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1180.03 ms
[2021-11-27 03:04:31 main:574] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1171.17 ms
[2021-11-27 03:04:32 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1170.86 ms
[2021-11-27 03:04:34 main:574] : INFO : Epoch 1830 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1173.23 ms
[2021-11-27 03:04:35 main:574] : INFO : Epoch 1831 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1174.39 ms
[2021-11-27 03:04:36 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1178.33 ms
[2021-11-27 03:04:38 main:574] : INFO : Epoch 1833 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1177.53 ms
[2021-11-27 03:04:39 main:574] : INFO : Epoch 1834 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1170.68 ms
[2021-11-27 03:04:40 main:574] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1170.18 ms
[2021-11-27 03:04:41 main:574] : INFO : Epoch 1836 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1171.34 ms
[2021-11-27 03:04:43 main:574] : INFO : Epoch 1837 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1172.35 ms
[2021-11-27 03:04:44 main:574] : INFO : Epoch 1838 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1171.89 ms
[2021-11-27 03:04:45 main:574] : INFO : Epoch 1839 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1171.1 ms
[2021-11-27 03:04:46 main:574] : INFO : Epoch 1840 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1174.7 ms
[2021-11-27 03:04:48 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1172.32 ms
[2021-11-27 03:04:49 main:574] : INFO : Epoch 1842 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1167.02 ms
[2021-11-27 03:04:50 main:574] : INFO : Epoch 1843 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1169.83 ms
[2021-11-27 03:04:51 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1166.91 ms
[2021-11-27 03:04:53 main:574] : INFO : Epoch 1845 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1171.59 ms
[2021-11-27 03:04:54 main:574] : INFO : Epoch 1846 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1169.95 ms
[2021-11-27 03:04:55 main:574] : INFO : Epoch 1847 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1172.38 ms
[2021-11-27 03:04:56 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1168.19 ms
[2021-11-27 03:04:58 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1170.77 ms
[2021-11-27 03:04:59 main:574] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1168.49 ms
[2021-11-27 03:05:00 main:574] : INFO : Epoch 1851 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1173.26 ms
[2021-11-27 03:05:02 main:574] : INFO : Epoch 1852 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1166.43 ms
[2021-11-27 03:05:03 main:574] : INFO : Epoch 1853 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1166.23 ms
[2021-11-27 03:05:04 main:574] : INFO : Epoch 1854 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1169.64 ms
[2021-11-27 03:05:05 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.031251 | Time: 1168.58 ms
[2021-11-27 03:05:07 main:574] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1168.08 ms
[2021-11-27 03:05:08 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1168.34 ms
[2021-11-27 03:05:09 main:574] : INFO : Epoch 1858 | loss: 0.0312512 | val_loss: 0.0312497 | Time: 1177.89 ms
[2021-11-27 03:05:10 main:574] : INFO : Epoch 1859 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1173.29 ms
[2021-11-27 03:05:12 main:574] : INFO : Epoch 1860 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1164.71 ms
[2021-11-27 03:05:13 main:574] : INFO : Epoch 1861 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1165.32 ms
[2021-11-27 03:05:14 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1164.3 ms
[2021-11-27 03:05:15 main:574] : INFO : Epoch 1863 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1175.19 ms
[2021-11-27 03:05:17 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1181.49 ms
[2021-11-27 03:05:18 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1182.23 ms
[2021-11-27 03:05:19 main:574] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.03125 | Time: 1181.65 ms
[2021-11-27 03:05:21 main:574] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1178.45 ms
[2021-11-27 03:05:22 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1178.14 ms
[2021-11-27 03:05:23 main:574] : INFO : Epoch 1869 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1184.57 ms
[2021-11-27 03:05:24 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1178.92 ms
[2021-11-27 03:05:26 main:574] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1184.33 ms
[2021-11-27 03:05:27 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1177.12 ms
[2021-11-27 03:05:28 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1182.63 ms
[2021-11-27 03:05:29 main:574] : INFO : Epoch 1874 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1183.03 ms
[2021-11-27 03:05:31 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1183.88 ms
[2021-11-27 03:05:32 main:574] : INFO : Epoch 1876 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1185.94 ms
[2021-11-27 03:05:33 main:574] : INFO : Epoch 1877 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1181.35 ms
[2021-11-27 03:05:34 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1192.97 ms
[2021-11-27 03:05:36 main:574] : INFO : Epoch 1879 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1186.01 ms
[2021-11-27 03:05:37 main:574] : INFO : Epoch 1880 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1181.86 ms
[2021-11-27 03:05:38 main:574] : INFO : Epoch 1881 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1182.37 ms
[2021-11-27 03:05:40 main:574] : INFO : Epoch 1882 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 1191.02 ms
[2021-11-27 03:05:41 main:574] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1196.42 ms
[2021-11-27 03:05:42 main:574] : INFO : Epoch 1884 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1192.32 ms
[2021-11-27 03:05:43 main:574] : INFO : Epoch 1885 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1186.46 ms
[2021-11-27 03:05:45 main:574] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1181.7 ms
[2021-11-27 03:05:46 main:574] : INFO : Epoch 1887 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1186.79 ms
[2021-11-27 03:05:47 main:574] : INFO : Epoch 1888 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1190.11 ms
[2021-11-27 03:05:49 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1182.46 ms
[2021-11-27 03:05:50 main:574] : INFO : Epoch 1890 | loss: 0.03125 | val_loss: 0.03125 | Time: 1188.22 ms
[2021-11-27 03:05:51 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1184.64 ms
[2021-11-27 03:05:53 main:574] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1183.17 ms
[2021-11-27 03:05:54 main:574] : INFO : Epoch 1893 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1184.43 ms
[2021-11-27 03:05:55 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1193.23 ms
[2021-11-27 03:05:56 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1180.13 ms
[2021-11-27 03:05:58 main:574] : INFO : Epoch 1896 | loss: 0.0312535 | val_loss: 0.0312538 | Time: 1178.9 ms
[2021-11-27 03:05:59 main:574] : INFO : Epoch 1897 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1182.51 ms
[2021-11-27 03:06:00 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1186.24 ms
[2021-11-27 03:06:01 main:574] : INFO : Epoch 1899 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1182.3 ms
[2021-11-27 03:06:03 main:574] : INFO : Epoch 1900 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1186.91 ms
[2021-11-27 03:06:04 main:574] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1190.21 ms
[2021-11-27 03:06:05 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1187.44 ms
[2021-11-27 03:06:06 main:574] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1182.56 ms
[2021-11-27 03:06:08 main:574] : INFO : Epoch 1904 | loss: 0.0312508 | val_loss: 0.0312567 | Time: 1184.8 ms
[2021-11-27 03:06:09 main:574] : INFO : Epoch 1905 | loss: 0.0312517 | val_loss: 0.0312498 | Time: 1193.79 ms
[2021-11-27 03:06:10 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1182.16 ms
[2021-11-27 03:06:11 main:574] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1185.81 ms
[2021-11-27 03:06:13 main:574] : INFO : Epoch 1908 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1180.13 ms
[2021-11-27 03:06:14 main:574] : INFO : Epoch 1909 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1183.24 ms
[2021-11-27 03:06:15 main:574] : INFO : Epoch 1910 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1183.64 ms
[2021-11-27 03:06:17 main:574] : INFO : Epoch 1911 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1182.6 ms
[2021-11-27 03:06:18 main:574] : INFO : Epoch 1912 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1187.1 ms
[2021-11-27 03:06:19 main:574] : INFO : Epoch 1913 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1185.39 ms
[2021-11-27 03:06:20 main:574] : INFO : Epoch 1914 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 1181.76 ms
[2021-11-27 03:06:22 main:574] : INFO : Epoch 1915 | loss: 0.0312518 | val_loss: 0.0312497 | Time: 1186.85 ms
[2021-11-27 03:06:23 main:574] : INFO : Epoch 1916 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1208.35 ms
[2021-11-27 03:06:24 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1189.95 ms
[2021-11-27 03:06:26 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1188.58 ms
[2021-11-27 03:06:27 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1184.46 ms
[2021-11-27 03:06:28 main:574] : INFO : Epoch 1920 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1186.7 ms
[2021-11-27 03:06:29 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1187.96 ms
[2021-11-27 03:06:31 main:574] : INFO : Epoch 1922 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1186.2 ms
[2021-11-27 03:06:32 main:574] : INFO : Epoch 1923 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1181.17 ms
[2021-11-27 03:06:33 main:574] : INFO : Epoch 1924 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1179.98 ms
[2021-11-27 03:06:34 main:574] : INFO : Epoch 1925 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 1183.32 ms
[2021-11-27 03:06:36 main:574] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1192.12 ms
[2021-11-27 03:06:37 main:574] : INFO : Epoch 1927 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1189.91 ms
[2021-11-27 03:06:38 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1184.36 ms
[2021-11-27 03:06:40 main:574] : INFO : Epoch 1929 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1179.98 ms
[2021-11-27 03:06:41 main:574] : INFO : Epoch 1930 | loss: 0.0312515 | val_loss: 0.0312499 | Time: 1183.43 ms
[2021-11-27 03:06:42 main:574] : INFO : Epoch 1931 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1177.4 ms
[2021-11-27 03:06:43 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1187.41 ms
[2021-11-27 03:06:45 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1181.86 ms
[2021-11-27 03:06:46 main:574] : INFO : Epoch 1934 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 1185.5 ms
[2021-11-27 03:06:47 main:574] : INFO : Epoch 1935 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1180.57 ms
[2021-11-27 03:06:49 main:574] : INFO : Epoch 1936 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1180.98 ms
[2021-11-27 03:06:50 main:574] : INFO : Epoch 1937 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1183.67 ms
[2021-11-27 03:06:51 main:574] : INFO : Epoch 1938 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1181.11 ms
[2021-11-27 03:06:52 main:574] : INFO : Epoch 1939 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1186.82 ms
[2021-11-27 03:06:54 main:574] : INFO : Epoch 1940 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1197.81 ms
[2021-11-27 03:06:55 main:574] : INFO : Epoch 1941 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1186.24 ms
[2021-11-27 03:06:56 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1191.76 ms
[2021-11-27 03:06:57 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1182.88 ms
[2021-11-27 03:06:59 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1184.06 ms
[2021-11-27 03:07:00 main:574] : INFO : Epoch 1945 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1189.13 ms
[2021-11-27 03:07:01 main:574] : INFO : Epoch 1946 | loss: 0.0312497 | val_loss: 0.0312528 | Time: 1180.97 ms
[2021-11-27 03:07:03 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1182.76 ms
[2021-11-27 03:07:04 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1182.25 ms
[2021-11-27 03:07:05 main:574] : INFO : Epoch 1949 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1186.61 ms
[2021-11-27 03:07:06 main:574] : INFO : Epoch 1950 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1184.73 ms
[2021-11-27 03:07:08 main:574] : INFO : Epoch 1951 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1185.4 ms
[2021-11-27 03:07:09 main:574] : INFO : Epoch 1952 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1182.29 ms
[2021-11-27 03:07:10 main:574] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1175.3 ms
[2021-11-27 03:07:11 main:574] : INFO : Epoch 1954 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1179.5 ms
[2021-11-27 03:07:13 main:574] : INFO : Epoch 1955 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1182.3 ms
[2021-11-27 03:07:14 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1182.48 ms
[2021-11-27 03:07:15 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1183.36 ms
[2021-11-27 03:07:16 main:574] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1178.98 ms
[2021-11-27 03:07:18 main:574] : INFO : Epoch 1959 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1191.08 ms
[2021-11-27 03:07:19 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.031251 | Time: 1191.3 ms
[2021-11-27 03:07:20 main:574] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1178.94 ms
[2021-11-27 03:07:21 main:574] : INFO : Epoch 1962 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1179.59 ms
[2021-11-27 03:07:23 main:574] : INFO : Epoch 1963 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1191.36 ms
[2021-11-27 03:07:24 main:574] : INFO : Epoch 1964 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1182.2 ms
[2021-11-27 03:07:25 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1175.83 ms
[2021-11-27 03:07:26 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1181.03 ms
[2021-11-27 03:07:28 main:574] : INFO : Epoch 1967 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1185.25 ms
[2021-11-27 03:07:29 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1183.68 ms
[2021-11-27 03:07:30 main:574] : INFO : Epoch 1969 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 1181.26 ms
[2021-11-27 03:07:31 main:574] : INFO : Epoch 1970 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1180.07 ms
[2021-11-27 03:07:33 main:574] : INFO : Epoch 1971 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1180.26 ms
[2021-11-27 03:07:34 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1185.74 ms
[2021-11-27 03:07:35 main:574] : INFO : Epoch 1973 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1207.32 ms
[2021-11-27 03:07:37 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1184.94 ms
[2021-11-27 03:07:38 main:574] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.031254 | Time: 1183.27 ms
[2021-11-27 03:07:39 main:574] : INFO : Epoch 1976 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 1177.81 ms
[2021-11-27 03:07:41 main:574] : INFO : Epoch 1977 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 1178.13 ms
[2021-11-27 03:07:42 main:574] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1177.38 ms
[2021-11-27 03:07:43 main:574] : INFO : Epoch 1979 | loss: 0.0312512 | val_loss: 0.0312531 | Time: 1180.98 ms
[2021-11-27 03:07:44 main:574] : INFO : Epoch 1980 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1178.71 ms
[2021-11-27 03:07:46 main:574] : INFO : Epoch 1981 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1183.52 ms
[2021-11-27 03:07:47 main:574] : INFO : Epoch 1982 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1182.59 ms
[2021-11-27 03:07:48 main:574] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1194.04 ms
[2021-11-27 03:07:49 main:574] : INFO : Epoch 1984 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1178.11 ms
[2021-11-27 03:07:51 main:574] : INFO : Epoch 1985 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1185.91 ms
[2021-11-27 03:07:52 main:574] : INFO : Epoch 1986 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1184.88 ms
[2021-11-27 03:07:53 main:574] : INFO : Epoch 1987 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1182.14 ms
[2021-11-27 03:07:55 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1181.25 ms
[2021-11-27 03:07:56 main:574] : INFO : Epoch 1989 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1178.75 ms
[2021-11-27 03:07:57 main:574] : INFO : Epoch 1990 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1181.14 ms
[2021-11-27 03:07:58 main:574] : INFO : Epoch 1991 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 1179.97 ms
[2021-11-27 03:08:00 main:574] : INFO : Epoch 1992 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1179.02 ms
[2021-11-27 03:08:01 main:574] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1182.35 ms
[2021-11-27 03:08:02 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1178.35 ms
[2021-11-27 03:08:04 main:574] : INFO : Epoch 1995 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1185.7 ms
[2021-11-27 03:08:05 main:574] : INFO : Epoch 1996 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1180.66 ms
[2021-11-27 03:08:06 main:574] : INFO : Epoch 1997 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1189.48 ms
[2021-11-27 03:08:07 main:574] : INFO : Epoch 1998 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1186.58 ms
[2021-11-27 03:08:09 main:574] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312526 | Time: 1181.2 ms
[2021-11-27 03:08:10 main:574] : INFO : Epoch 2000 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1182.83 ms
[2021-11-27 03:08:11 main:574] : INFO : Epoch 2001 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1178.88 ms
[2021-11-27 03:08:12 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1179.53 ms
[2021-11-27 03:08:14 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1189.4 ms
[2021-11-27 03:08:15 main:574] : INFO : Epoch 2004 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1182.54 ms
[2021-11-27 03:08:16 main:574] : INFO : Epoch 2005 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1183.78 ms
[2021-11-27 03:08:18 main:574] : INFO : Epoch 2006 | loss: 0.03125 | val_loss: 0.0312523 | Time: 1187.59 ms
[2021-11-27 03:08:19 main:574] : INFO : Epoch 2007 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1177.77 ms
[2021-11-27 03:08:20 main:574] : INFO : Epoch 2008 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 1176.81 ms
[2021-11-27 03:08:21 main:574] : INFO : Epoch 2009 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1181.67 ms
[2021-11-27 03:08:23 main:574] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1185.81 ms
[2021-11-27 03:08:24 main:574] : INFO : Epoch 2011 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 1178.91 ms
[2021-11-27 03:08:25 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1177.91 ms
[2021-11-27 03:08:27 main:574] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1179.24 ms
[2021-11-27 03:08:28 main:574] : INFO : Epoch 2014 | loss: 0.0312509 | val_loss: 0.0312543 | Time: 1181.7 ms
[2021-11-27 03:08:29 main:574] : INFO : Epoch 2015 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1178.2 ms
[2021-11-27 03:08:30 main:574] : INFO : Epoch 2016 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1179.63 ms
[2021-11-27 03:08:32 main:574] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1180.84 ms
[2021-11-27 03:08:33 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1176.81 ms
[2021-11-27 03:08:34 main:574] : INFO : Epoch 2019 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1189.99 ms
[2021-11-27 03:08:35 main:574] : INFO : Epoch 2020 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1179.33 ms
[2021-11-27 03:08:37 main:574] : INFO : Epoch 2021 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1179.13 ms
[2021-11-27 03:08:38 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1179.22 ms
[2021-11-27 03:08:39 main:574] : INFO : Epoch 2023 | loss: 0.03125 | val_loss: 0.03125 | Time: 1181.68 ms
[2021-11-27 03:08:41 main:574] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1185.74 ms
[2021-11-27 03:08:42 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1177.34 ms
[2021-11-27 03:08:43 main:574] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1183.12 ms
[2021-11-27 03:08:44 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1183.22 ms
[2021-11-27 03:08:46 main:574] : INFO : Epoch 2028 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1186.16 ms
[2021-11-27 03:08:47 main:574] : INFO : Epoch 2029 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1183.89 ms
[2021-11-27 03:08:48 main:574] : INFO : Epoch 2030 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1185.36 ms
[2021-11-27 03:08:49 main:574] : INFO : Epoch 2031 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1181.22 ms
[2021-11-27 03:08:51 main:574] : INFO : Epoch 2032 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1179 ms
[2021-11-27 03:08:52 main:574] : INFO : Epoch 2033 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1180.67 ms
[2021-11-27 03:08:53 main:574] : INFO : Epoch 2034 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1176.6 ms
[2021-11-27 03:08:55 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1183.45 ms
[2021-11-27 03:08:56 main:574] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1177.96 ms
[2021-11-27 03:08:57 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1173.75 ms
[2021-11-27 03:08:58 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1176.77 ms
[2021-11-27 03:09:00 main:574] : INFO : Epoch 2039 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1188.29 ms
[2021-11-27 03:09:01 main:574] : INFO : Epoch 2040 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1179.12 ms
[2021-11-27 03:09:02 main:574] : INFO : Epoch 2041 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1179.4 ms
[2021-11-27 03:09:04 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.031251 | Time: 1191.06 ms
[2021-11-27 03:09:05 main:574] : INFO : Epoch 2043 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1178.38 ms
[2021-11-27 03:09:06 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1177.73 ms
[2021-11-27 03:09:07 main:574] : INFO : Epoch 2045 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1188.79 ms
[2021-11-27 03:09:09 main:574] : INFO : Epoch 2046 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1180.42 ms
[2021-11-27 03:09:10 main:574] : INFO : Epoch 2047 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1176.62 ms
[2021-11-27 03:09:11 main:574] : INFO : Epoch 2048 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1178.25 ms
[2021-11-27 03:09:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312506
[2021-11-27 03:09:11 main:603] : INFO : Saving end state to config to file
[2021-11-27 03:09:11 main:608] : INFO : Success, exiting..
03:09:11 (17384): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)