Task 12954133
| Name | ParityModified-1647041059-17734-0_0 |
| Workunit | 10086457 |
| Created | 11 Mar 2022, 23:24:23 UTC |
| Sent | 15 Mar 2022, 7:56:22 UTC |
| Report deadline | 23 Mar 2022, 7:56:22 UTC |
| Received | 15 Mar 2022, 17:22:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 8 min 18 sec |
| CPU time | 1 hours 8 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 2022-03-15 17:13:55 main:581] : INFO : Epoch 1581 | loss: 0.0310237 | val_loss: 0.0313116 | Time: 1934.16 ms [2022-03-15 17:13:56 main:581] : INFO : Epoch 1582 | loss: 0.0310295 | val_loss: 0.0313151 | Time: 1934.6 ms [2022-03-15 17:13:58 main:581] : INFO : Epoch 1583 | loss: 0.0310342 | val_loss: 0.03127 | Time: 1956.55 ms [2022-03-15 17:14:01 main:581] : INFO : Epoch 1584 | loss: 0.0310406 | val_loss: 0.0312483 | Time: 2401.97 ms [2022-03-15 17:14:03 main:581] : INFO : Epoch 1585 | loss: 0.0310265 | val_loss: 0.0312923 | Time: 2359.53 ms [2022-03-15 17:14:05 main:581] : INFO : Epoch 1586 | loss: 0.0310167 | val_loss: 0.0313091 | Time: 1945.78 ms [2022-03-15 17:14:07 main:581] : INFO : Epoch 1587 | loss: 0.0310121 | val_loss: 0.0312849 | Time: 1941.5 ms [2022-03-15 17:14:09 main:581] : INFO : Epoch 1588 | loss: 0.0310162 | val_loss: 0.031297 | Time: 1939.57 ms [2022-03-15 17:14:11 main:581] : INFO : Epoch 1589 | loss: 0.031018 | val_loss: 0.0312753 | Time: 1938.62 ms [2022-03-15 17:14:13 main:581] : INFO : Epoch 1590 | loss: 0.0310217 | val_loss: 0.0313197 | Time: 1941.7 ms [2022-03-15 17:14:15 main:581] : INFO : Epoch 1591 | loss: 0.0310186 | val_loss: 0.0312746 | Time: 1938.16 ms [2022-03-15 17:14:17 main:581] : INFO : Epoch 1592 | loss: 0.0310258 | val_loss: 0.0312832 | Time: 1939.15 ms [2022-03-15 17:14:19 main:581] : INFO : Epoch 1593 | loss: 0.0310174 | val_loss: 0.0313019 | Time: 1935.3 ms [2022-03-15 17:14:21 main:581] : INFO : Epoch 1594 | loss: 0.0310348 | val_loss: 0.031285 | Time: 1936.21 ms [2022-03-15 17:14:23 main:581] : INFO : Epoch 1595 | loss: 0.0310239 | val_loss: 0.0312896 | Time: 1937.97 ms [2022-03-15 17:14:25 main:581] : INFO : Epoch 1596 | loss: 0.0310193 | val_loss: 0.0312675 | Time: 1935.03 ms [2022-03-15 17:14:26 main:581] : INFO : Epoch 1597 | loss: 0.0310247 | val_loss: 0.0312808 | Time: 1937.16 ms [2022-03-15 17:14:28 main:581] : INFO : Epoch 1598 | loss: 0.0310302 | val_loss: 0.0313028 | Time: 1936.07 ms [2022-03-15 17:14:30 main:581] : INFO : Epoch 1599 | loss: 0.0310258 | val_loss: 0.0312806 | Time: 1933.77 ms [2022-03-15 17:14:32 main:581] : INFO : Epoch 1600 | loss: 0.0310164 | val_loss: 0.0313108 | Time: 1937.55 ms [2022-03-15 17:14:34 main:581] : INFO : Epoch 1601 | loss: 0.0310202 | val_loss: 0.0312775 | Time: 1936.35 ms [2022-03-15 17:14:36 main:581] : INFO : Epoch 1602 | loss: 0.0310152 | val_loss: 0.0312892 | Time: 1935.08 ms [2022-03-15 17:14:38 main:581] : INFO : Epoch 1603 | loss: 0.0310084 | val_loss: 0.0312652 | Time: 1935.65 ms [2022-03-15 17:14:40 main:581] : INFO : Epoch 1604 | loss: 0.0310193 | val_loss: 0.031283 | Time: 1934.95 ms [2022-03-15 17:14:42 main:581] : INFO : Epoch 1605 | loss: 0.0310225 | val_loss: 0.03128 | Time: 1959.62 ms [2022-03-15 17:14:44 main:581] : INFO : Epoch 1606 | loss: 0.0310193 | val_loss: 0.0312765 | Time: 1933.48 ms [2022-03-15 17:14:46 main:581] : INFO : Epoch 1607 | loss: 0.0310163 | val_loss: 0.0312831 | Time: 1934.13 ms [2022-03-15 17:14:48 main:581] : INFO : Epoch 1608 | loss: 0.0310213 | val_loss: 0.031291 | Time: 1934.59 ms [2022-03-15 17:14:50 main:581] : INFO : Epoch 1609 | loss: 0.0310246 | val_loss: 0.0312666 | Time: 1935.26 ms [2022-03-15 17:14:52 main:581] : INFO : Epoch 1610 | loss: 0.0310184 | val_loss: 0.031281 | Time: 1935.95 ms [2022-03-15 17:14:54 main:581] : INFO : Epoch 1611 | loss: 0.0310128 | val_loss: 0.0312876 | Time: 1937.71 ms [2022-03-15 17:14:56 main:581] : INFO : Epoch 1612 | loss: 0.0310266 | val_loss: 0.0313037 | Time: 1933.85 ms [2022-03-15 17:14:57 main:581] : INFO : Epoch 1613 | loss: 0.0310211 | val_loss: 0.0312751 | Time: 1935.75 ms [2022-03-15 17:14:59 main:581] : INFO : Epoch 1614 | loss: 0.0310265 | val_loss: 0.0312707 | Time: 1933.64 ms [2022-03-15 17:15:01 main:581] : INFO : Epoch 1615 | loss: 0.0310263 | val_loss: 0.0312957 | Time: 1958.36 ms [2022-03-15 17:15:03 main:581] : INFO : Epoch 1616 | loss: 0.0310177 | val_loss: 0.0312895 | Time: 1936.72 ms [2022-03-15 17:15:05 main:581] : INFO : Epoch 1617 | loss: 0.0310169 | val_loss: 0.0312802 | Time: 1936.58 ms [2022-03-15 17:15:07 main:581] : INFO : Epoch 1618 | loss: 0.031022 | val_loss: 0.0312759 | Time: 1936.34 ms [2022-03-15 17:15:09 main:581] : INFO : Epoch 1619 | loss: 0.0310179 | val_loss: 0.0312603 | Time: 1935.43 ms [2022-03-15 17:15:11 main:581] : INFO : Epoch 1620 | loss: 0.0310176 | val_loss: 0.0312823 | Time: 1934.4 ms [2022-03-15 17:15:13 main:581] : INFO : Epoch 1621 | loss: 0.031022 | val_loss: 0.0312824 | Time: 1936.11 ms [2022-03-15 17:15:15 main:581] : INFO : Epoch 1622 | loss: 0.0310182 | val_loss: 0.0312988 | Time: 1934.41 ms [2022-03-15 17:15:17 main:581] : INFO : Epoch 1623 | loss: 0.0310184 | val_loss: 0.0312746 | Time: 1934.65 ms [2022-03-15 17:15:19 main:581] : INFO : Epoch 1624 | loss: 0.0310154 | val_loss: 0.0313097 | Time: 1934.83 ms [2022-03-15 17:15:21 main:581] : INFO : Epoch 1625 | loss: 0.031022 | val_loss: 0.0313024 | Time: 1936.39 ms [2022-03-15 17:15:23 main:581] : INFO : Epoch 1626 | loss: 0.0310413 | val_loss: 0.0312842 | Time: 1938.58 ms [2022-03-15 17:15:25 main:581] : INFO : Epoch 1627 | loss: 0.031051 | val_loss: 0.0312518 | Time: 1935.6 ms [2022-03-15 17:15:27 main:581] : INFO : Epoch 1628 | loss: 0.0310454 | val_loss: 0.0312468 | Time: 1933.78 ms [2022-03-15 17:15:28 main:581] : INFO : Epoch 1629 | loss: 0.0310319 | val_loss: 0.0312828 | Time: 1934.29 ms [2022-03-15 17:15:30 main:581] : INFO : Epoch 1630 | loss: 0.0310193 | val_loss: 0.0312762 | Time: 1933.81 ms [2022-03-15 17:15:32 main:581] : INFO : Epoch 1631 | loss: 0.031015 | val_loss: 0.0312848 | Time: 1936.73 ms [2022-03-15 17:15:34 main:581] : INFO : Epoch 1632 | loss: 0.0310153 | val_loss: 0.0313202 | Time: 1935.17 ms [2022-03-15 17:15:36 main:581] : INFO : Epoch 1633 | loss: 0.0310189 | val_loss: 0.0312876 | Time: 1934.57 ms [2022-03-15 17:15:38 main:581] : INFO : Epoch 1634 | loss: 0.0310048 | val_loss: 0.0312916 | Time: 1934.21 ms [2022-03-15 17:15:40 main:581] : INFO : Epoch 1635 | loss: 0.0310097 | val_loss: 0.0312738 | Time: 1932.74 ms [2022-03-15 17:15:42 main:581] : INFO : Epoch 1636 | loss: 0.0310145 | val_loss: 0.0312867 | Time: 1933.74 ms [2022-03-15 17:15:44 main:581] : INFO : Epoch 1637 | loss: 0.0310142 | val_loss: 0.0312806 | Time: 1935.32 ms [2022-03-15 17:15:46 main:581] : INFO : Epoch 1638 | loss: 0.0310169 | val_loss: 0.0312768 | Time: 1933.16 ms [2022-03-15 17:15:48 main:581] : INFO : Epoch 1639 | loss: 0.031014 | val_loss: 0.0313041 | Time: 1934.75 ms [2022-03-15 17:15:50 main:581] : INFO : Epoch 1640 | loss: 0.0310117 | val_loss: 0.0313212 | Time: 1935.26 ms [2022-03-15 17:15:52 main:581] : INFO : Epoch 1641 | loss: 0.0310174 | val_loss: 0.0312857 | Time: 1934.04 ms [2022-03-15 17:15:54 main:581] : INFO : Epoch 1642 | loss: 0.0310188 | val_loss: 0.0312955 | Time: 1937.78 ms [2022-03-15 17:15:56 main:581] : INFO : Epoch 1643 | loss: 0.0310165 | val_loss: 0.031261 | Time: 1935.12 ms [2022-03-15 17:15:57 main:581] : INFO : Epoch 1644 | loss: 0.0310157 | val_loss: 0.0312986 | Time: 1934.47 ms [2022-03-15 17:15:59 main:581] : INFO : Epoch 1645 | loss: 0.0310176 | val_loss: 0.0313154 | Time: 1934.04 ms [2022-03-15 17:16:02 main:581] : INFO : Epoch 1646 | loss: 0.0310163 | val_loss: 0.0312904 | Time: 2403.76 ms [2022-03-15 17:16:04 main:581] : INFO : Epoch 1647 | loss: 0.031019 | val_loss: 0.0312852 | Time: 1936.92 ms [2022-03-15 17:16:06 main:581] : INFO : Epoch 1648 | loss: 0.0310225 | val_loss: 0.0312763 | Time: 1935.9 ms [2022-03-15 17:16:08 main:581] : INFO : Epoch 1649 | loss: 0.0310321 | val_loss: 0.0312828 | Time: 1936.62 ms [2022-03-15 17:16:10 main:581] : INFO : Epoch 1650 | loss: 0.0310262 | val_loss: 0.0312624 | Time: 1936.06 ms [2022-03-15 17:16:11 main:581] : INFO : Epoch 1651 | loss: 0.0310269 | val_loss: 0.0312779 | Time: 1935.62 ms [2022-03-15 17:16:13 main:581] : INFO : Epoch 1652 | loss: 0.0310272 | val_loss: 0.0312608 | Time: 1936.97 ms [2022-03-15 17:16:15 main:581] : INFO : Epoch 1653 | loss: 0.0310151 | val_loss: 0.0312963 | Time: 1934.32 ms [2022-03-15 17:16:17 main:581] : INFO : Epoch 1654 | loss: 0.031008 | val_loss: 0.0313064 | Time: 1932.64 ms [2022-03-15 17:16:20 main:581] : INFO : Epoch 1655 | loss: 0.0310172 | val_loss: 0.031268 | Time: 2456.1 ms [2022-03-15 17:16:23 main:581] : INFO : Epoch 1656 | loss: 0.0310135 | val_loss: 0.031299 | Time: 3289.62 ms [2022-03-15 17:16:26 main:581] : INFO : Epoch 1657 | loss: 0.0310118 | val_loss: 0.031282 | Time: 3285.43 ms [2022-03-15 17:16:29 main:581] : INFO : Epoch 1658 | loss: 0.0310236 | val_loss: 0.0312691 | Time: 2245.46 ms [2022-03-15 17:16:31 main:581] : INFO : Epoch 1659 | loss: 0.0310275 | val_loss: 0.0312625 | Time: 1939.66 ms [2022-03-15 17:16:32 main:581] : INFO : Epoch 1660 | loss: 0.0310314 | val_loss: 0.0312997 | Time: 1937.96 ms [2022-03-15 17:16:34 main:581] : INFO : Epoch 1661 | loss: 0.0310225 | val_loss: 0.0312906 | Time: 1937.51 ms [2022-03-15 17:16:36 main:581] : INFO : Epoch 1662 | loss: 0.0310202 | val_loss: 0.0312673 | Time: 1937.86 ms [2022-03-15 17:16:38 main:581] : INFO : Epoch 1663 | loss: 0.0310253 | val_loss: 0.0312837 | Time: 1933.97 ms [2022-03-15 17:16:40 main:581] : INFO : Epoch 1664 | loss: 0.0310235 | val_loss: 0.0312781 | Time: 1935 ms [2022-03-15 17:16:42 main:581] : INFO : Epoch 1665 | loss: 0.0310624 | val_loss: 0.0313213 | Time: 1935.27 ms [2022-03-15 17:16:44 main:581] : INFO : Epoch 1666 | loss: 0.0329954 | val_loss: 0.0327144 | Time: 1936.83 ms [2022-03-15 17:16:46 main:581] : INFO : Epoch 1667 | loss: 0.0347039 | val_loss: 0.035268 | Time: 1935.3 ms [2022-03-15 17:16:48 main:581] : INFO : Epoch 1668 | loss: 0.0344349 | val_loss: 0.0321578 | Time: 1934.11 ms [2022-03-15 17:16:50 main:581] : INFO : Epoch 1669 | loss: 0.0316186 | val_loss: 0.031432 | Time: 1932.96 ms [2022-03-15 17:16:52 main:581] : INFO : Epoch 1670 | loss: 0.0313207 | val_loss: 0.0312757 | Time: 1933.92 ms [2022-03-15 17:16:54 main:581] : INFO : Epoch 1671 | loss: 0.0312658 | val_loss: 0.0312535 | Time: 1937.1 ms [2022-03-15 17:16:56 main:581] : INFO : Epoch 1672 | loss: 0.0312551 | val_loss: 0.0312538 | Time: 1935.4 ms [2022-03-15 17:16:58 main:581] : INFO : Epoch 1673 | loss: 0.0312527 | val_loss: 0.0312535 | Time: 1935.62 ms [2022-03-15 17:17:00 main:581] : INFO : Epoch 1674 | loss: 0.0312526 | val_loss: 0.0312516 | Time: 1934.89 ms [2022-03-15 17:17:02 main:581] : INFO : Epoch 1675 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 2938.13 ms [2022-03-15 17:17:05 main:581] : INFO : Epoch 1676 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2849.31 ms [2022-03-15 17:17:07 main:581] : INFO : Epoch 1677 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1933.88 ms [2022-03-15 17:17:09 main:581] : INFO : Epoch 1678 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1937.12 ms [2022-03-15 17:17:11 main:581] : INFO : Epoch 1679 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1935.87 ms [2022-03-15 17:17:13 main:581] : INFO : Epoch 1680 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1937.6 ms [2022-03-15 17:17:15 main:581] : INFO : Epoch 1681 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1935.56 ms [2022-03-15 17:17:17 main:581] : INFO : Epoch 1682 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1936.66 ms [2022-03-15 17:17:19 main:581] : INFO : Epoch 1683 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1935.14 ms [2022-03-15 17:17:21 main:581] : INFO : Epoch 1684 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1934.74 ms [2022-03-15 17:17:23 main:581] : INFO : Epoch 1685 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1936.38 ms [2022-03-15 17:17:25 main:581] : INFO : Epoch 1686 | loss: 0.0312521 | val_loss: 0.0312542 | Time: 1938.18 ms [2022-03-15 17:17:27 main:581] : INFO : Epoch 1687 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1935.7 ms [2022-03-15 17:17:29 main:581] : INFO : Epoch 1688 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 1936.76 ms [2022-03-15 17:17:31 main:581] : INFO : Epoch 1689 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1935.87 ms [2022-03-15 17:17:32 main:581] : INFO : Epoch 1690 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1934.98 ms [2022-03-15 17:17:34 main:581] : INFO : Epoch 1691 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1937.09 ms [2022-03-15 17:17:36 main:581] : INFO : Epoch 1692 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1935.26 ms [2022-03-15 17:17:38 main:581] : INFO : Epoch 1693 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1935.6 ms [2022-03-15 17:17:40 main:581] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1935.33 ms [2022-03-15 17:17:42 main:581] : INFO : Epoch 1695 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1934.58 ms [2022-03-15 17:17:44 main:581] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1937.63 ms [2022-03-15 17:17:46 main:581] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1934.14 ms [2022-03-15 17:17:48 main:581] : INFO : Epoch 1698 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1936.21 ms [2022-03-15 17:17:50 main:581] : INFO : Epoch 1699 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1934.24 ms [2022-03-15 17:17:52 main:581] : INFO : Epoch 1700 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1934.15 ms [2022-03-15 17:17:54 main:581] : INFO : Epoch 1701 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1937.61 ms [2022-03-15 17:17:56 main:581] : INFO : Epoch 1702 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1935.22 ms [2022-03-15 17:17:58 main:581] : INFO : Epoch 1703 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1935.18 ms [2022-03-15 17:18:00 main:581] : INFO : Epoch 1704 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1933.44 ms [2022-03-15 17:18:02 main:581] : INFO : Epoch 1705 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1968.67 ms [2022-03-15 17:18:03 main:581] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1936.82 ms [2022-03-15 17:18:05 main:581] : INFO : Epoch 1707 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1934.41 ms [2022-03-15 17:18:07 main:581] : INFO : Epoch 1708 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1935.72 ms [2022-03-15 17:18:09 main:581] : INFO : Epoch 1709 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1935.41 ms [2022-03-15 17:18:11 main:581] : INFO : Epoch 1710 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1935.4 ms [2022-03-15 17:18:13 main:581] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1934.45 ms [2022-03-15 17:18:15 main:581] : INFO : Epoch 1712 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1938.2 ms [2022-03-15 17:18:17 main:581] : INFO : Epoch 1713 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1936.15 ms [2022-03-15 17:18:19 main:581] : INFO : Epoch 1714 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1935.6 ms [2022-03-15 17:18:21 main:581] : INFO : Epoch 1715 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1933.62 ms [2022-03-15 17:18:23 main:581] : INFO : Epoch 1716 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1935.46 ms [2022-03-15 17:18:25 main:581] : INFO : Epoch 1717 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1938.41 ms [2022-03-15 17:18:27 main:581] : INFO : Epoch 1718 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1935.88 ms [2022-03-15 17:18:29 main:581] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1935.08 ms [2022-03-15 17:18:31 main:581] : INFO : Epoch 1720 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1933.59 ms [2022-03-15 17:18:32 main:581] : INFO : Epoch 1721 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1934.36 ms [2022-03-15 17:18:34 main:581] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1936.26 ms [2022-03-15 17:18:36 main:581] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1934.25 ms [2022-03-15 17:18:38 main:581] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1933.16 ms [2022-03-15 17:18:40 main:581] : INFO : Epoch 1725 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1936.72 ms [2022-03-15 17:18:42 main:581] : INFO : Epoch 1726 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1936.21 ms [2022-03-15 17:18:44 main:581] : INFO : Epoch 1727 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 1938.07 ms [2022-03-15 17:18:46 main:581] : INFO : Epoch 1728 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 1934.82 ms [2022-03-15 17:18:48 main:581] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1933.54 ms [2022-03-15 17:18:50 main:581] : INFO : Epoch 1730 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1933.31 ms [2022-03-15 17:18:52 main:581] : INFO : Epoch 1731 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1936 ms [2022-03-15 17:18:54 main:581] : INFO : Epoch 1732 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1937.67 ms [2022-03-15 17:18:56 main:581] : INFO : Epoch 1733 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1934.5 ms [2022-03-15 17:18:58 main:581] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1934.43 ms [2022-03-15 17:19:00 main:581] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1934.35 ms [2022-03-15 17:19:02 main:581] : INFO : Epoch 1736 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2858.11 ms [2022-03-15 17:19:05 main:581] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2243.64 ms [2022-03-15 17:19:07 main:581] : INFO : Epoch 1738 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1934.54 ms [2022-03-15 17:19:09 main:581] : INFO : Epoch 1739 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1935.4 ms [2022-03-15 17:19:11 main:581] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1934.85 ms [2022-03-15 17:19:12 main:581] : INFO : Epoch 1741 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1935.64 ms [2022-03-15 17:19:14 main:581] : INFO : Epoch 1742 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1938.82 ms [2022-03-15 17:19:16 main:581] : INFO : Epoch 1743 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1936.91 ms [2022-03-15 17:19:18 main:581] : INFO : Epoch 1744 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1935.05 ms [2022-03-15 17:19:20 main:581] : INFO : Epoch 1745 | loss: 0.0312512 | val_loss: 0.0312528 | Time: 1933.43 ms [2022-03-15 17:19:22 main:581] : INFO : Epoch 1746 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1935.81 ms [2022-03-15 17:19:24 main:581] : INFO : Epoch 1747 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1937.08 ms [2022-03-15 17:19:26 main:581] : INFO : Epoch 1748 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1934.9 ms [2022-03-15 17:19:28 main:581] : INFO : Epoch 1749 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1935.43 ms [2022-03-15 17:19:30 main:581] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1935.51 ms [2022-03-15 17:19:32 main:581] : INFO : Epoch 1751 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 1934.88 ms [2022-03-15 17:19:34 main:581] : INFO : Epoch 1752 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1937.11 ms [2022-03-15 17:19:36 main:581] : INFO : Epoch 1753 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1934.4 ms [2022-03-15 17:19:38 main:581] : INFO : Epoch 1754 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1934.73 ms [2022-03-15 17:19:40 main:581] : INFO : Epoch 1755 | loss: 0.031251 | val_loss: 0.0312499 | Time: 1935.26 ms [2022-03-15 17:19:41 main:581] : INFO : Epoch 1756 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1933.42 ms [2022-03-15 17:19:43 main:581] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1935.89 ms [2022-03-15 17:19:45 main:581] : INFO : Epoch 1758 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1936.09 ms [2022-03-15 17:19:47 main:581] : INFO : Epoch 1759 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1934.38 ms [2022-03-15 17:19:49 main:581] : INFO : Epoch 1760 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1934.37 ms [2022-03-15 17:19:51 main:581] : INFO : Epoch 1761 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1935.54 ms [2022-03-15 17:19:53 main:581] : INFO : Epoch 1762 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1935.94 ms [2022-03-15 17:19:55 main:581] : INFO : Epoch 1763 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1937.55 ms [2022-03-15 17:19:57 main:581] : INFO : Epoch 1764 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1935.54 ms [2022-03-15 17:19:59 main:581] : INFO : Epoch 1765 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1935.94 ms [2022-03-15 17:20:01 main:581] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2305.69 ms [2022-03-15 17:20:03 main:581] : INFO : Epoch 1767 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2032.95 ms [2022-03-15 17:20:05 main:581] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1936.35 ms [2022-03-15 17:20:07 main:581] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1935.58 ms [2022-03-15 17:20:09 main:581] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.03125 | Time: 1934.24 ms [2022-03-15 17:20:11 main:581] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1935.44 ms [2022-03-15 17:20:13 main:581] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1936.45 ms [2022-03-15 17:20:15 main:581] : INFO : Epoch 1773 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1937.35 ms [2022-03-15 17:20:17 main:581] : INFO : Epoch 1774 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1934.59 ms [2022-03-15 17:20:19 main:581] : INFO : Epoch 1775 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1934.54 ms [2022-03-15 17:20:21 main:581] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1934.81 ms [2022-03-15 17:20:23 main:581] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1936.37 ms [2022-03-15 17:20:25 main:581] : INFO : Epoch 1778 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1939.45 ms [2022-03-15 17:20:26 main:581] : INFO : Epoch 1779 | loss: 0.03125 | val_loss: 0.0312527 | Time: 1934.48 ms [2022-03-15 17:20:28 main:581] : INFO : Epoch 1780 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 1935.81 ms [2022-03-15 17:20:30 main:581] : INFO : Epoch 1781 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1935.87 ms [2022-03-15 17:20:32 main:581] : INFO : Epoch 1782 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1934.1 ms [2022-03-15 17:20:34 main:581] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1937.19 ms [2022-03-15 17:20:36 main:581] : INFO : Epoch 1784 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1934.89 ms [2022-03-15 17:20:38 main:581] : INFO : Epoch 1785 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1935.94 ms [2022-03-15 17:20:40 main:581] : INFO : Epoch 1786 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1936.38 ms [2022-03-15 17:20:42 main:581] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1935.2 ms [2022-03-15 17:20:44 main:581] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1934.87 ms [2022-03-15 17:20:46 main:581] : INFO : Epoch 1789 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1936.12 ms [2022-03-15 17:20:48 main:581] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1933.42 ms [2022-03-15 17:20:50 main:581] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1934.55 ms [2022-03-15 17:20:52 main:581] : INFO : Epoch 1792 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1936.27 ms [2022-03-15 17:20:54 main:581] : INFO : Epoch 1793 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1935.42 ms [2022-03-15 17:20:56 main:581] : INFO : Epoch 1794 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1937.36 ms [2022-03-15 17:20:57 main:581] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 1935.72 ms [2022-03-15 17:20:59 main:581] : INFO : Epoch 1796 | loss: 0.031251 | val_loss: 0.0312497 | Time: 1935.62 ms [2022-03-15 17:21:01 main:581] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2059.08 ms [2022-03-15 17:21:03 main:581] : INFO : Epoch 1798 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1935.42 ms [2022-03-15 17:21:05 main:581] : INFO : Epoch 1799 | loss: 0.03125 | val_loss: 0.03125 | Time: 1938.39 ms [2022-03-15 17:21:07 main:581] : INFO : Epoch 1800 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1934.45 ms [2022-03-15 17:21:09 main:581] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1936.27 ms [2022-03-15 17:21:11 main:581] : INFO : Epoch 1802 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1935.39 ms [2022-03-15 17:21:13 main:581] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1934.57 ms [2022-03-15 17:21:15 main:581] : INFO : Epoch 1804 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1936.16 ms [2022-03-15 17:21:17 main:581] : INFO : Epoch 1805 | loss: 0.0312501 | val_loss: 0.0312541 | Time: 1934.84 ms [2022-03-15 17:21:19 main:581] : INFO : Epoch 1806 | loss: 0.0312521 | val_loss: 0.0312518 | Time: 1933.22 ms [2022-03-15 17:21:21 main:581] : INFO : Epoch 1807 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1935.65 ms [2022-03-15 17:21:23 main:581] : INFO : Epoch 1808 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 1934.88 ms [2022-03-15 17:21:25 main:581] : INFO : Epoch 1809 | loss: 0.0312512 | val_loss: 0.0312557 | Time: 1937.08 ms [2022-03-15 17:21:27 main:581] : INFO : Epoch 1810 | loss: 0.0312519 | val_loss: 0.031251 | Time: 1936.57 ms [2022-03-15 17:21:29 main:581] : INFO : Epoch 1811 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1935.39 ms [2022-03-15 17:21:30 main:581] : INFO : Epoch 1812 | loss: 0.0312524 | val_loss: 0.0312502 | Time: 1935.16 ms [2022-03-15 17:21:32 main:581] : INFO : Epoch 1813 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1933.42 ms [2022-03-15 17:21:34 main:581] : INFO : Epoch 1814 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1936.93 ms [2022-03-15 17:21:36 main:581] : INFO : Epoch 1815 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1935.71 ms [2022-03-15 17:21:38 main:581] : INFO : Epoch 1816 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1934.34 ms [2022-03-15 17:21:40 main:581] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1934.78 ms [2022-03-15 17:21:42 main:581] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1935.85 ms [2022-03-15 17:21:44 main:581] : INFO : Epoch 1819 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1935.06 ms [2022-03-15 17:21:46 main:581] : INFO : Epoch 1820 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1937.7 ms [2022-03-15 17:21:48 main:581] : INFO : Epoch 1821 | loss: 0.0312523 | val_loss: 0.0312499 | Time: 1933.75 ms [2022-03-15 17:21:50 main:581] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1933.22 ms [2022-03-15 17:21:52 main:581] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1936.4 ms [2022-03-15 17:21:54 main:581] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1934.59 ms [2022-03-15 17:21:56 main:581] : INFO : Epoch 1825 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1937.98 ms [2022-03-15 17:21:58 main:581] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1935.65 ms [2022-03-15 17:22:00 main:581] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1935.71 ms SIGSEGV: segmentation violation Stack trace (22 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55592cec1f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f533256b730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7f52b3e85d57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f52b3e85eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55592cebdb25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55592cebdbee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f533256b730] /lib/x86_64-linux-gnu/libpthread.so.0(pthread_cond_wait+0x1fa)[0x7f533256700a] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZNSt18condition_variable4waitERSt11unique_lockISt5mutexE+0xc)[0x55592cf58abc] ./libtorch_cpu.so(+0x275d0c3)[0x7f532eb640c3] ./libtorch_cpu.so(_ZN5torch8autograd6Engine11thread_mainERKSt10shared_ptrINS0_9GraphTaskEE+0xfc)[0x7f532eb68c8c] ./libtorch_cpu.so(_ZN5torch8autograd6Engine23execute_with_graph_taskERKSt10shared_ptrINS0_9GraphTaskEES2_INS0_4NodeEE+0x490)[0x7f532eb667c0] ./libtorch_cpu.so(_ZN5torch8autograd6Engine7executeERKSt6vectorINS0_4EdgeESaIS3_EERKS2_IN2at6TensorESaIS9_EEbbS7_+0x82f)[0x7f532eb659af] ./libtorch_cpu.so(+0x274c935)[0x7f532eb53935] ./libtorch_cpu.so(_ZN5torch8autograd8backwardERKSt6vectorIN2at6TensorESaIS3_EES7_N3c108optionalIbEEb+0x87)[0x7f532eb548b7] ./libtorch_cpu.so(+0x2c15b10)[0x7f532f01cb10] ./libtorch_cpu.so(+0x2407072)[0x7f532e80e072] ./libtorch_cpu.so(_ZNK2at6Tensor8backwardERKS0_N3c108optionalIbEEb+0x155)[0x7f532d36a065] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a27f)[0x55592cbde27f] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55592cbced10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7f52b3e7009b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55592cbca75a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 18:14:35 main:442] : INFO : Set logging level to 1 [2022-03-15 18:14:35 main:448] : INFO : Running in BOINC Client mode [2022-03-15 18:14:35 main:451] : INFO : Resolving all filenames [2022-03-15 18:14:35 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 18:14:35 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 18:14:35 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 18:14:35 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-15 18:14:35 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 18:14:35 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 18:14:35 main:481] : INFO : Configuration: [2022-03-15 18:14:35 main:482] : INFO : Model type: GRU [2022-03-15 18:14:35 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 18:14:35 main:484] : INFO : Max Epochs: 2048 [2022-03-15 18:14:35 main:485] : INFO : Batch Size: 128 [2022-03-15 18:14:35 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 18:14:35 main:487] : INFO : Patience: 10 [2022-03-15 18:14:35 main:488] : INFO : Hidden Width: 12 [2022-03-15 18:14:35 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 18:14:35 main:490] : INFO : # Backend Layers: 4 [2022-03-15 18:14:35 main:491] : INFO : # Threads: 1 [2022-03-15 18:14:35 main:493] : INFO : Preparing Dataset [2022-03-15 18:14:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 18:14:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 18:14:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 18:14:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 18:14:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 18:14:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 18:14:37 main:501] : INFO : Creating Model [2022-03-15 18:14:37 main:514] : INFO : Preparing config file [2022-03-15 18:14:37 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 18:14:37 main:519] : INFO : Loading config [2022-03-15 18:14:37 main:521] : INFO : Loading state [2022-03-15 18:14:37 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 18:14:37 main:569] : INFO : Starting Training [2022-03-15 18:14:41 main:581] : INFO : Epoch 1828 | loss: 0.0314114 | val_loss: 0.0312648 | Time: 3368.79 ms [2022-03-15 18:14:44 main:581] : INFO : Epoch 1829 | loss: 0.0312602 | val_loss: 0.0312526 | Time: 3363.84 ms [2022-03-15 18:14:47 main:581] : INFO : Epoch 1830 | loss: 0.0312505 | val_loss: 0.0312487 | Time: 3134.78 ms [2022-03-15 18:14:49 main:581] : INFO : Epoch 1831 | loss: 0.0312463 | val_loss: 0.0312416 | Time: 1981.19 ms [2022-03-15 18:14:51 main:581] : INFO : Epoch 1832 | loss: 0.0312369 | val_loss: 0.0312252 | Time: 1972.9 ms [2022-03-15 18:14:53 main:581] : INFO : Epoch 1833 | loss: 0.0312785 | val_loss: 0.0312489 | Time: 1972.4 ms [2022-03-15 18:14:55 main:581] : INFO : Epoch 1834 | loss: 0.0312561 | val_loss: 0.0312511 | Time: 1973.59 ms [2022-03-15 18:14:57 main:581] : INFO : Epoch 1835 | loss: 0.0312363 | val_loss: 0.0312199 | Time: 1975.53 ms [2022-03-15 18:14:59 main:581] : INFO : Epoch 1836 | loss: 0.0312138 | val_loss: 0.0312566 | Time: 1974.76 ms [2022-03-15 18:15:01 main:581] : INFO : Epoch 1837 | loss: 0.0312152 | val_loss: 0.0312008 | Time: 2484.68 ms [2022-03-15 18:15:03 main:581] : INFO : Epoch 1838 | loss: 0.0311981 | val_loss: 0.0312029 | Time: 1973.18 ms [2022-03-15 18:15:05 main:581] : INFO : Epoch 1839 | loss: 0.0311989 | val_loss: 0.0312161 | Time: 1974.41 ms [2022-03-15 18:15:07 main:581] : INFO : Epoch 1840 | loss: 0.0312119 | val_loss: 0.0311958 | Time: 1971.95 ms [2022-03-15 18:15:09 main:581] : INFO : Epoch 1841 | loss: 0.0311983 | val_loss: 0.0311911 | Time: 1972.25 ms [2022-03-15 18:15:11 main:581] : INFO : Epoch 1842 | loss: 0.0311881 | val_loss: 0.0311864 | Time: 1972.28 ms [2022-03-15 18:15:13 main:581] : INFO : Epoch 1843 | loss: 0.0311882 | val_loss: 0.0311828 | Time: 1972.91 ms [2022-03-15 18:15:15 main:581] : INFO : Epoch 1844 | loss: 0.0311842 | val_loss: 0.0311791 | Time: 1973.55 ms [2022-03-15 18:15:17 main:581] : INFO : Epoch 1845 | loss: 0.031179 | val_loss: 0.031176 | Time: 1975.66 ms [2022-03-15 18:15:19 main:581] : INFO : Epoch 1846 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 1974.34 ms [2022-03-15 18:15:21 main:581] : INFO : Epoch 1847 | loss: 0.0311767 | val_loss: 0.031174 | Time: 1973.66 ms [2022-03-15 18:15:23 main:581] : INFO : Epoch 1848 | loss: 0.0311744 | val_loss: 0.0311732 | Time: 1972.01 ms [2022-03-15 18:15:25 main:581] : INFO : Epoch 1849 | loss: 0.0311711 | val_loss: 0.031178 | Time: 1971.58 ms [2022-03-15 18:15:27 main:581] : INFO : Epoch 1850 | loss: 0.0311712 | val_loss: 0.0311719 | Time: 1974.64 ms [2022-03-15 18:15:29 main:581] : INFO : Epoch 1851 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 1975.58 ms [2022-03-15 18:15:31 main:581] : INFO : Epoch 1852 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 1972.22 ms [2022-03-15 18:15:33 main:581] : INFO : Epoch 1853 | loss: 0.03117 | val_loss: 0.0311754 | Time: 1971.79 ms [2022-03-15 18:15:35 main:581] : INFO : Epoch 1854 | loss: 0.031167 | val_loss: 0.0311708 | Time: 1974.11 ms [2022-03-15 18:15:37 main:581] : INFO : Epoch 1855 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 1974.21 ms [2022-03-15 18:15:39 main:581] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.0311706 | Time: 1977.22 ms [2022-03-15 18:15:41 main:581] : INFO : Epoch 1857 | loss: 0.0311657 | val_loss: 0.031169 | Time: 1973.24 ms [2022-03-15 18:15:43 main:581] : INFO : Epoch 1858 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 1973.46 ms [2022-03-15 18:15:45 main:581] : INFO : Epoch 1859 | loss: 0.031165 | val_loss: 0.0311658 | Time: 1973.85 ms [2022-03-15 18:15:47 main:581] : INFO : Epoch 1860 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 1973.27 ms [2022-03-15 18:15:49 main:581] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311661 | Time: 1976.68 ms [2022-03-15 18:15:51 main:581] : INFO : Epoch 1862 | loss: 0.031161 | val_loss: 0.031165 | Time: 1973.2 ms [2022-03-15 18:15:53 main:581] : INFO : Epoch 1863 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 1973.01 ms [2022-03-15 18:15:55 main:581] : INFO : Epoch 1864 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 1971.24 ms [2022-03-15 18:15:58 main:581] : INFO : Epoch 1865 | loss: 0.0311629 | val_loss: 0.0311795 | Time: 2790.14 ms [2022-03-15 18:16:00 main:581] : INFO : Epoch 1866 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 2715.3 ms [2022-03-15 18:16:02 main:581] : INFO : Epoch 1867 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 1972.42 ms [2022-03-15 18:16:04 main:581] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1971.48 ms [2022-03-15 18:16:06 main:581] : INFO : Epoch 1869 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 1971.17 ms [2022-03-15 18:16:08 main:581] : INFO : Epoch 1870 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 1976.65 ms [2022-03-15 18:16:10 main:581] : INFO : Epoch 1871 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 1971.65 ms [2022-03-15 18:16:12 main:581] : INFO : Epoch 1872 | loss: 0.0311551 | val_loss: 0.0311678 | Time: 1972.33 ms [2022-03-15 18:16:14 main:581] : INFO : Epoch 1873 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 1971.92 ms [2022-03-15 18:16:16 main:581] : INFO : Epoch 1874 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 1972.86 ms [2022-03-15 18:16:18 main:581] : INFO : Epoch 1875 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 1974.76 ms [2022-03-15 18:16:20 main:581] : INFO : Epoch 1876 | loss: 0.0311593 | val_loss: 0.0311743 | Time: 1974.44 ms [2022-03-15 18:16:22 main:581] : INFO : Epoch 1877 | loss: 0.0311554 | val_loss: 0.031166 | Time: 1972.47 ms [2022-03-15 18:16:24 main:581] : INFO : Epoch 1878 | loss: 0.0311506 | val_loss: 0.0311678 | Time: 1971.41 ms [2022-03-15 18:16:26 main:581] : INFO : Epoch 1879 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 1971.71 ms [2022-03-15 18:16:28 main:581] : INFO : Epoch 1880 | loss: 0.0311513 | val_loss: 0.0311739 | Time: 1972.78 ms [2022-03-15 18:16:30 main:581] : INFO : Epoch 1881 | loss: 0.0311487 | val_loss: 0.0311671 | Time: 1973.37 ms [2022-03-15 18:16:32 main:581] : INFO : Epoch 1882 | loss: 0.0311487 | val_loss: 0.0311689 | Time: 1971.89 ms [2022-03-15 18:16:34 main:581] : INFO : Epoch 1883 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 1972.12 ms [2022-03-15 18:16:36 main:581] : INFO : Epoch 1884 | loss: 0.0311465 | val_loss: 0.0311731 | Time: 1972.08 ms [2022-03-15 18:16:38 main:581] : INFO : Epoch 1885 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 1971.03 ms [2022-03-15 18:16:40 main:581] : INFO : Epoch 1886 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 1975.88 ms [2022-03-15 18:16:42 main:581] : INFO : Epoch 1887 | loss: 0.0311492 | val_loss: 0.0311715 | Time: 1971.65 ms [2022-03-15 18:16:44 main:581] : INFO : Epoch 1888 | loss: 0.0311471 | val_loss: 0.0311718 | Time: 1971.02 ms [2022-03-15 18:16:46 main:581] : INFO : Epoch 1889 | loss: 0.0311463 | val_loss: 0.0311693 | Time: 1972.57 ms [2022-03-15 18:16:48 main:581] : INFO : Epoch 1890 | loss: 0.0311464 | val_loss: 0.031172 | Time: 1973.4 ms [2022-03-15 18:16:50 main:581] : INFO : Epoch 1891 | loss: 0.0311454 | val_loss: 0.0311673 | Time: 1977.13 ms [2022-03-15 18:16:52 main:581] : INFO : Epoch 1892 | loss: 0.0311417 | val_loss: 0.031168 | Time: 1971.89 ms [2022-03-15 18:16:54 main:581] : INFO : Epoch 1893 | loss: 0.0311401 | val_loss: 0.0311712 | Time: 1971.41 ms [2022-03-15 18:16:56 main:581] : INFO : Epoch 1894 | loss: 0.0311394 | val_loss: 0.0311748 | Time: 1972.33 ms [2022-03-15 18:16:57 main:581] : INFO : Epoch 1895 | loss: 0.0311443 | val_loss: 0.0311911 | Time: 1972.48 ms [2022-03-15 18:16:59 main:581] : INFO : Epoch 1896 | loss: 0.0311458 | val_loss: 0.0311695 | Time: 1976.98 ms [2022-03-15 18:17:02 main:581] : INFO : Epoch 1897 | loss: 0.0311434 | val_loss: 0.03117 | Time: 2219.07 ms [2022-03-15 18:17:04 main:581] : INFO : Epoch 1898 | loss: 0.0311397 | val_loss: 0.0311765 | Time: 1971.43 ms [2022-03-15 18:17:06 main:581] : INFO : Epoch 1899 | loss: 0.0311432 | val_loss: 0.0311735 | Time: 1972.94 ms [2022-03-15 18:17:08 main:581] : INFO : Epoch 1900 | loss: 0.0311461 | val_loss: 0.0311732 | Time: 1974.15 ms [2022-03-15 18:17:10 main:581] : INFO : Epoch 1901 | loss: 0.0311404 | val_loss: 0.0311775 | Time: 1975.79 ms [2022-03-15 18:17:12 main:581] : INFO : Epoch 1902 | loss: 0.0311382 | val_loss: 0.0311782 | Time: 1971.86 ms [2022-03-15 18:17:14 main:581] : INFO : Epoch 1903 | loss: 0.031141 | val_loss: 0.0311723 | Time: 1971.53 ms [2022-03-15 18:17:15 main:581] : INFO : Epoch 1904 | loss: 0.0311384 | val_loss: 0.0311732 | Time: 1971.29 ms [2022-03-15 18:17:17 main:581] : INFO : Epoch 1905 | loss: 0.0311392 | val_loss: 0.0311743 | Time: 1970.99 ms [2022-03-15 18:17:19 main:581] : INFO : Epoch 1906 | loss: 0.0311374 | val_loss: 0.0311749 | Time: 1975.34 ms [2022-03-15 18:17:21 main:581] : INFO : Epoch 1907 | loss: 0.0311352 | val_loss: 0.0311729 | Time: 1975.15 ms [2022-03-15 18:17:23 main:581] : INFO : Epoch 1908 | loss: 0.0311347 | val_loss: 0.0311703 | Time: 1971.75 ms [2022-03-15 18:17:25 main:581] : INFO : Epoch 1909 | loss: 0.0311351 | val_loss: 0.0311695 | Time: 1971.12 ms [2022-03-15 18:17:27 main:581] : INFO : Epoch 1910 | loss: 0.0311361 | val_loss: 0.0311693 | Time: 1971.96 ms [2022-03-15 18:17:29 main:581] : INFO : Epoch 1911 | loss: 0.0311337 | val_loss: 0.0311762 | Time: 1973.18 ms [2022-03-15 18:17:31 main:581] : INFO : Epoch 1912 | loss: 0.0311396 | val_loss: 0.0311762 | Time: 1975.58 ms [2022-03-15 18:17:33 main:581] : INFO : Epoch 1913 | loss: 0.0311379 | val_loss: 0.0311702 | Time: 1973.39 ms [2022-03-15 18:17:35 main:581] : INFO : Epoch 1914 | loss: 0.0311319 | val_loss: 0.0311707 | Time: 1971.32 ms [2022-03-15 18:17:37 main:581] : INFO : Epoch 1915 | loss: 0.0311343 | val_loss: 0.0311671 | Time: 1971.78 ms [2022-03-15 18:17:39 main:581] : INFO : Epoch 1916 | loss: 0.0311319 | val_loss: 0.0311695 | Time: 1974.04 ms [2022-03-15 18:17:41 main:581] : INFO : Epoch 1917 | loss: 0.0311459 | val_loss: 0.0311707 | Time: 1972.3 ms [2022-03-15 18:17:43 main:581] : INFO : Epoch 1918 | loss: 0.0311461 | val_loss: 0.0311683 | Time: 1970.84 ms [2022-03-15 18:17:45 main:581] : INFO : Epoch 1919 | loss: 0.0311406 | val_loss: 0.0311647 | Time: 1973.16 ms [2022-03-15 18:17:47 main:581] : INFO : Epoch 1920 | loss: 0.0311378 | val_loss: 0.0311714 | Time: 1972.83 ms [2022-03-15 18:17:49 main:581] : INFO : Epoch 1921 | loss: 0.0311378 | val_loss: 0.0311731 | Time: 1973.78 ms [2022-03-15 18:17:51 main:581] : INFO : Epoch 1922 | loss: 0.031134 | val_loss: 0.0311685 | Time: 1974.93 ms [2022-03-15 18:17:53 main:581] : INFO : Epoch 1923 | loss: 0.031131 | val_loss: 0.0311789 | Time: 1972.46 ms [2022-03-15 18:17:55 main:581] : INFO : Epoch 1924 | loss: 0.0311287 | val_loss: 0.031178 | Time: 1972.94 ms [2022-03-15 18:17:57 main:581] : INFO : Epoch 1925 | loss: 0.0311268 | val_loss: 0.0311773 | Time: 1970.38 ms [2022-03-15 18:17:59 main:581] : INFO : Epoch 1926 | loss: 0.0311287 | val_loss: 0.0311768 | Time: 1972.88 ms [2022-03-15 18:18:01 main:581] : INFO : Epoch 1927 | loss: 0.0311296 | val_loss: 0.0311759 | Time: 2485.38 ms [2022-03-15 18:18:04 main:581] : INFO : Epoch 1928 | loss: 0.0311297 | val_loss: 0.0311809 | Time: 2415.37 ms [2022-03-15 18:18:06 main:581] : INFO : Epoch 1929 | loss: 0.0311303 | val_loss: 0.0311895 | Time: 1972.45 ms [2022-03-15 18:18:08 main:581] : INFO : Epoch 1930 | loss: 0.0311274 | val_loss: 0.0311819 | Time: 1969.94 ms [2022-03-15 18:18:10 main:581] : INFO : Epoch 1931 | loss: 0.031127 | val_loss: 0.0311776 | Time: 1973.66 ms [2022-03-15 18:18:12 main:581] : INFO : Epoch 1932 | loss: 0.0311265 | val_loss: 0.0311753 | Time: 1975.02 ms [2022-03-15 18:18:14 main:581] : INFO : Epoch 1933 | loss: 0.0311264 | val_loss: 0.0311691 | Time: 1971.68 ms [2022-03-15 18:18:16 main:581] : INFO : Epoch 1934 | loss: 0.0311263 | val_loss: 0.0311796 | Time: 1972.46 ms [2022-03-15 18:18:18 main:581] : INFO : Epoch 1935 | loss: 0.0311261 | val_loss: 0.0311805 | Time: 1970.66 ms [2022-03-15 18:18:20 main:581] : INFO : Epoch 1936 | loss: 0.0311262 | val_loss: 0.0311729 | Time: 1972.92 ms [2022-03-15 18:18:22 main:581] : INFO : Epoch 1937 | loss: 0.031127 | val_loss: 0.0311841 | Time: 1974.31 ms [2022-03-15 18:18:24 main:581] : INFO : Epoch 1938 | loss: 0.0311297 | val_loss: 0.031172 | Time: 1971.73 ms [2022-03-15 18:18:25 main:581] : INFO : Epoch 1939 | loss: 0.0311284 | val_loss: 0.0311787 | Time: 1972.39 ms [2022-03-15 18:18:27 main:581] : INFO : Epoch 1940 | loss: 0.0311279 | val_loss: 0.0311804 | Time: 1971.67 ms [2022-03-15 18:18:29 main:581] : INFO : Epoch 1941 | loss: 0.031128 | val_loss: 0.0311797 | Time: 1973.63 ms [2022-03-15 18:18:31 main:581] : INFO : Epoch 1942 | loss: 0.0311213 | val_loss: 0.0311836 | Time: 1974.96 ms [2022-03-15 18:18:33 main:581] : INFO : Epoch 1943 | loss: 0.03112 | val_loss: 0.0311835 | Time: 1971.76 ms [2022-03-15 18:18:35 main:581] : INFO : Epoch 1944 | loss: 0.0311208 | val_loss: 0.0311857 | Time: 1974.6 ms [2022-03-15 18:18:37 main:581] : INFO : Epoch 1945 | loss: 0.0311204 | val_loss: 0.0311903 | Time: 1973.01 ms [2022-03-15 18:18:39 main:581] : INFO : Epoch 1946 | loss: 0.0311225 | val_loss: 0.0311777 | Time: 1974 ms [2022-03-15 18:18:41 main:581] : INFO : Epoch 1947 | loss: 0.0311205 | val_loss: 0.0311806 | Time: 1971.38 ms [2022-03-15 18:18:43 main:581] : INFO : Epoch 1948 | loss: 0.0311196 | val_loss: 0.0311887 | Time: 1973.67 ms [2022-03-15 18:18:45 main:581] : INFO : Epoch 1949 | loss: 0.031118 | val_loss: 0.0311847 | Time: 1971.6 ms [2022-03-15 18:18:47 main:581] : INFO : Epoch 1950 | loss: 0.0311214 | val_loss: 0.0311855 | Time: 1974.28 ms [2022-03-15 18:18:49 main:581] : INFO : Epoch 1951 | loss: 0.0311195 | val_loss: 0.0311873 | Time: 1974.28 ms [2022-03-15 18:18:51 main:581] : INFO : Epoch 1952 | loss: 0.0311197 | val_loss: 0.0311853 | Time: 1971.75 ms [2022-03-15 18:18:53 main:581] : INFO : Epoch 1953 | loss: 0.0311224 | val_loss: 0.0311843 | Time: 1972.55 ms [2022-03-15 18:18:55 main:581] : INFO : Epoch 1954 | loss: 0.0311206 | val_loss: 0.0311878 | Time: 1972.41 ms [2022-03-15 18:18:57 main:581] : INFO : Epoch 1955 | loss: 0.0311222 | val_loss: 0.031184 | Time: 1972.79 ms [2022-03-15 18:18:59 main:581] : INFO : Epoch 1956 | loss: 0.0311243 | val_loss: 0.0311783 | Time: 1974.8 ms [2022-03-15 18:19:01 main:581] : INFO : Epoch 1957 | loss: 0.031122 | val_loss: 0.0311844 | Time: 2403.06 ms [2022-03-15 18:19:03 main:581] : INFO : Epoch 1958 | loss: 0.0311253 | val_loss: 0.0311792 | Time: 1974.46 ms [2022-03-15 18:19:05 main:581] : INFO : Epoch 1959 | loss: 0.0311315 | val_loss: 0.0311715 | Time: 1973.52 ms [2022-03-15 18:19:07 main:581] : INFO : Epoch 1960 | loss: 0.0311314 | val_loss: 0.0311795 | Time: 1971.42 ms [2022-03-15 18:19:09 main:581] : INFO : Epoch 1961 | loss: 0.0311236 | val_loss: 0.0311757 | Time: 1972.85 ms [2022-03-15 18:19:11 main:581] : INFO : Epoch 1962 | loss: 0.0311236 | val_loss: 0.0311823 | Time: 1971.94 ms [2022-03-15 18:19:13 main:581] : INFO : Epoch 1963 | loss: 0.0311229 | val_loss: 0.0311877 | Time: 1974 ms [2022-03-15 18:19:15 main:581] : INFO : Epoch 1964 | loss: 0.0311281 | val_loss: 0.0311846 | Time: 1970.47 ms [2022-03-15 18:19:17 main:581] : INFO : Epoch 1965 | loss: 0.0311217 | val_loss: 0.0311812 | Time: 1972.37 ms [2022-03-15 18:19:19 main:581] : INFO : Epoch 1966 | loss: 0.0311187 | val_loss: 0.0311794 | Time: 1974.16 ms [2022-03-15 18:19:21 main:581] : INFO : Epoch 1967 | loss: 0.0311174 | val_loss: 0.0311788 | Time: 1973.06 ms [2022-03-15 18:19:23 main:581] : INFO : Epoch 1968 | loss: 0.0311163 | val_loss: 0.0311746 | Time: 1975.63 ms [2022-03-15 18:19:25 main:581] : INFO : Epoch 1969 | loss: 0.0311148 | val_loss: 0.0311857 | Time: 1972.89 ms [2022-03-15 18:19:27 main:581] : INFO : Epoch 1970 | loss: 0.0311172 | val_loss: 0.0311879 | Time: 1972.03 ms [2022-03-15 18:19:29 main:581] : INFO : Epoch 1971 | loss: 0.0311161 | val_loss: 0.0311807 | Time: 1974.24 ms [2022-03-15 18:19:31 main:581] : INFO : Epoch 1972 | loss: 0.0311146 | val_loss: 0.0311805 | Time: 1972.93 ms [2022-03-15 18:19:33 main:581] : INFO : Epoch 1973 | loss: 0.0311155 | val_loss: 0.0311894 | Time: 1974 ms [2022-03-15 18:19:35 main:581] : INFO : Epoch 1974 | loss: 0.0311129 | val_loss: 0.0311963 | Time: 1972.09 ms [2022-03-15 18:19:37 main:581] : INFO : Epoch 1975 | loss: 0.0311139 | val_loss: 0.0311928 | Time: 1972.24 ms [2022-03-15 18:19:39 main:581] : INFO : Epoch 1976 | loss: 0.0311117 | val_loss: 0.0312025 | Time: 1974.3 ms [2022-03-15 18:19:41 main:581] : INFO : Epoch 1977 | loss: 0.0311169 | val_loss: 0.0311765 | Time: 1972.13 ms [2022-03-15 18:19:43 main:581] : INFO : Epoch 1978 | loss: 0.031127 | val_loss: 0.0311837 | Time: 1970.66 ms [2022-03-15 18:19:45 main:581] : INFO : Epoch 1979 | loss: 0.0311193 | val_loss: 0.0311932 | Time: 1973.1 ms [2022-03-15 18:19:47 main:581] : INFO : Epoch 1980 | loss: 0.0311187 | val_loss: 0.0311966 | Time: 1972.12 ms [2022-03-15 18:19:49 main:581] : INFO : Epoch 1981 | loss: 0.031116 | val_loss: 0.0311872 | Time: 1973.27 ms [2022-03-15 18:19:51 main:581] : INFO : Epoch 1982 | loss: 0.0311141 | val_loss: 0.0311813 | Time: 1974.84 ms [2022-03-15 18:19:53 main:581] : INFO : Epoch 1983 | loss: 0.0311148 | val_loss: 0.0311783 | Time: 1972.26 ms [2022-03-15 18:19:55 main:581] : INFO : Epoch 1984 | loss: 0.0311146 | val_loss: 0.0311928 | Time: 1975.6 ms [2022-03-15 18:19:57 main:581] : INFO : Epoch 1985 | loss: 0.0311141 | val_loss: 0.031193 | Time: 1973.43 ms [2022-03-15 18:19:59 main:581] : INFO : Epoch 1986 | loss: 0.0311128 | val_loss: 0.031179 | Time: 1971.16 ms [2022-03-15 18:20:01 main:581] : INFO : Epoch 1987 | loss: 0.0311132 | val_loss: 0.0311868 | Time: 2080.06 ms [2022-03-15 18:20:03 main:581] : INFO : Epoch 1988 | loss: 0.0311133 | val_loss: 0.0311901 | Time: 1973.55 ms [2022-03-15 18:20:05 main:581] : INFO : Epoch 1989 | loss: 0.031109 | val_loss: 0.0311881 | Time: 1974.49 ms [2022-03-15 18:20:07 main:581] : INFO : Epoch 1990 | loss: 0.0311111 | val_loss: 0.0311877 | Time: 1971.54 ms [2022-03-15 18:20:09 main:581] : INFO : Epoch 1991 | loss: 0.0311126 | val_loss: 0.0311899 | Time: 1972.4 ms [2022-03-15 18:20:11 main:581] : INFO : Epoch 1992 | loss: 0.031114 | val_loss: 0.0311874 | Time: 1975.03 ms [2022-03-15 18:20:13 main:581] : INFO : Epoch 1993 | loss: 0.031113 | val_loss: 0.0311837 | Time: 1970.88 ms [2022-03-15 18:20:15 main:581] : INFO : Epoch 1994 | loss: 0.0311168 | val_loss: 0.031193 | Time: 1974.38 ms [2022-03-15 18:20:17 main:581] : INFO : Epoch 1995 | loss: 0.0311125 | val_loss: 0.03119 | Time: 1972.37 ms [2022-03-15 18:20:19 main:581] : INFO : Epoch 1996 | loss: 0.0311106 | val_loss: 0.0311945 | Time: 1973.19 ms [2022-03-15 18:20:20 main:581] : INFO : Epoch 1997 | loss: 0.0311136 | val_loss: 0.0311877 | Time: 1972.4 ms [2022-03-15 18:20:22 main:581] : INFO : Epoch 1998 | loss: 0.0311092 | val_loss: 0.0311802 | Time: 1971.03 ms [2022-03-15 18:20:24 main:581] : INFO : Epoch 1999 | loss: 0.0311069 | val_loss: 0.0311871 | Time: 1972.14 ms [2022-03-15 18:20:26 main:581] : INFO : Epoch 2000 | loss: 0.0311058 | val_loss: 0.031195 | Time: 1971.8 ms [2022-03-15 18:20:28 main:581] : INFO : Epoch 2001 | loss: 0.0311104 | val_loss: 0.0311927 | Time: 1971.62 ms [2022-03-15 18:20:30 main:581] : INFO : Epoch 2002 | loss: 0.0311116 | val_loss: 0.0311858 | Time: 1973.03 ms [2022-03-15 18:20:32 main:581] : INFO : Epoch 2003 | loss: 0.0311211 | val_loss: 0.0311822 | Time: 1972.75 ms [2022-03-15 18:20:34 main:581] : INFO : Epoch 2004 | loss: 0.0311211 | val_loss: 0.0311963 | Time: 1974.61 ms [2022-03-15 18:20:36 main:581] : INFO : Epoch 2005 | loss: 0.0311124 | val_loss: 0.0311916 | Time: 1972.94 ms [2022-03-15 18:20:38 main:581] : INFO : Epoch 2006 | loss: 0.0311125 | val_loss: 0.0312 | Time: 1972.8 ms [2022-03-15 18:20:40 main:581] : INFO : Epoch 2007 | loss: 0.0311114 | val_loss: 0.0311942 | Time: 1974.63 ms [2022-03-15 18:20:42 main:581] : INFO : Epoch 2008 | loss: 0.0311217 | val_loss: 0.0311876 | Time: 1971.93 ms [2022-03-15 18:20:44 main:581] : INFO : Epoch 2009 | loss: 0.0311214 | val_loss: 0.0311821 | Time: 1970.92 ms [2022-03-15 18:20:46 main:581] : INFO : Epoch 2010 | loss: 0.0311123 | val_loss: 0.0311999 | Time: 1971.75 ms [2022-03-15 18:20:48 main:581] : INFO : Epoch 2011 | loss: 0.0311064 | val_loss: 0.0311964 | Time: 1972.82 ms [2022-03-15 18:20:50 main:581] : INFO : Epoch 2012 | loss: 0.0311081 | val_loss: 0.0311889 | Time: 1974.28 ms [2022-03-15 18:20:52 main:581] : INFO : Epoch 2013 | loss: 0.0311059 | val_loss: 0.0311987 | Time: 1972.68 ms [2022-03-15 18:20:54 main:581] : INFO : Epoch 2014 | loss: 0.0311044 | val_loss: 0.0311994 | Time: 1973.52 ms [2022-03-15 18:20:56 main:581] : INFO : Epoch 2015 | loss: 0.031105 | val_loss: 0.0311982 | Time: 1974.09 ms [2022-03-15 18:20:58 main:581] : INFO : Epoch 2016 | loss: 0.0311034 | val_loss: 0.0312083 | Time: 1971.73 ms [2022-03-15 18:21:00 main:581] : INFO : Epoch 2017 | loss: 0.0311033 | val_loss: 0.0312018 | Time: 1972.75 ms [2022-03-15 18:21:03 main:581] : INFO : Epoch 2018 | loss: 0.031104 | val_loss: 0.031192 | Time: 2975.88 ms [2022-03-15 18:21:06 main:581] : INFO : Epoch 2019 | loss: 0.0311033 | val_loss: 0.0311956 | Time: 3331.78 ms [2022-03-15 18:21:10 main:581] : INFO : Epoch 2020 | loss: 0.0311031 | val_loss: 0.0312052 | Time: 3316.56 ms [2022-03-15 18:21:12 main:581] : INFO : Epoch 2021 | loss: 0.0311035 | val_loss: 0.0311869 | Time: 2320.86 ms [2022-03-15 18:21:14 main:581] : INFO : Epoch 2022 | loss: 0.0311073 | val_loss: 0.031184 | Time: 1972.24 ms [2022-03-15 18:21:16 main:581] : INFO : Epoch 2023 | loss: 0.0311119 | val_loss: 0.0311902 | Time: 1973.34 ms [2022-03-15 18:21:18 main:581] : INFO : Epoch 2024 | loss: 0.0311067 | val_loss: 0.0312038 | Time: 1972.68 ms [2022-03-15 18:21:20 main:581] : INFO : Epoch 2025 | loss: 0.0311068 | val_loss: 0.0311934 | Time: 1974.08 ms [2022-03-15 18:21:22 main:581] : INFO : Epoch 2026 | loss: 0.0311025 | val_loss: 0.0311951 | Time: 1974.01 ms [2022-03-15 18:21:24 main:581] : INFO : Epoch 2027 | loss: 0.0311031 | val_loss: 0.0311861 | Time: 1972.51 ms [2022-03-15 18:21:26 main:581] : INFO : Epoch 2028 | loss: 0.0311066 | val_loss: 0.0311947 | Time: 1974.42 ms [2022-03-15 18:21:28 main:581] : INFO : Epoch 2029 | loss: 0.0311043 | val_loss: 0.0311979 | Time: 1970.77 ms [2022-03-15 18:21:30 main:581] : INFO : Epoch 2030 | loss: 0.0311029 | val_loss: 0.0311904 | Time: 1974.29 ms [2022-03-15 18:21:32 main:581] : INFO : Epoch 2031 | loss: 0.0311055 | val_loss: 0.0311976 | Time: 1971.24 ms [2022-03-15 18:21:34 main:581] : INFO : Epoch 2032 | loss: 0.0311011 | val_loss: 0.0311999 | Time: 1970.62 ms [2022-03-15 18:21:36 main:581] : INFO : Epoch 2033 | loss: 0.0311036 | val_loss: 0.0311852 | Time: 1972.25 ms [2022-03-15 18:21:38 main:581] : INFO : Epoch 2034 | loss: 0.0311023 | val_loss: 0.0311839 | Time: 1971.97 ms [2022-03-15 18:21:40 main:581] : INFO : Epoch 2035 | loss: 0.0311032 | val_loss: 0.0311936 | Time: 1972.74 ms [2022-03-15 18:21:41 main:581] : INFO : Epoch 2036 | loss: 0.031108 | val_loss: 0.0311979 | Time: 1971.59 ms [2022-03-15 18:21:43 main:581] : INFO : Epoch 2037 | loss: 0.0311058 | val_loss: 0.0311956 | Time: 1972.45 ms [2022-03-15 18:21:45 main:581] : INFO : Epoch 2038 | loss: 0.0311057 | val_loss: 0.0311984 | Time: 1973.18 ms [2022-03-15 18:21:47 main:581] : INFO : Epoch 2039 | loss: 0.0311015 | val_loss: 0.0311936 | Time: 1972.56 ms [2022-03-15 18:21:49 main:581] : INFO : Epoch 2040 | loss: 0.0311022 | val_loss: 0.0311913 | Time: 1969.73 ms [2022-03-15 18:21:51 main:581] : INFO : Epoch 2041 | loss: 0.0311092 | val_loss: 0.0311862 | Time: 1973.4 ms [2022-03-15 18:21:53 main:581] : INFO : Epoch 2042 | loss: 0.0311033 | val_loss: 0.0311934 | Time: 1970.56 ms [2022-03-15 18:21:55 main:581] : INFO : Epoch 2043 | loss: 0.0311046 | val_loss: 0.0311932 | Time: 1970.88 ms [2022-03-15 18:21:57 main:581] : INFO : Epoch 2044 | loss: 0.0311135 | val_loss: 0.0311819 | Time: 1968.36 ms [2022-03-15 18:21:59 main:581] : INFO : Epoch 2045 | loss: 0.0311083 | val_loss: 0.0311948 | Time: 1967.15 ms [2022-03-15 18:22:02 main:581] : INFO : Epoch 2046 | loss: 0.0311074 | val_loss: 0.0311929 | Time: 2441.67 ms [2022-03-15 18:22:05 main:581] : INFO : Epoch 2047 | loss: 0.031112 | val_loss: 0.031189 | Time: 3285.01 ms [2022-03-15 18:22:08 main:581] : INFO : Epoch 2048 | loss: 0.0311145 | val_loss: 0.0311855 | Time: 3270.18 ms [2022-03-15 18:22:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311855 [2022-03-15 18:22:08 main:610] : INFO : Saving end state to config to file [2022-03-15 18:22:08 main:615] : INFO : Success, exiting.. 18:22:08 (29842): 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)