Task 13637704
| Name | ParityModified-1647046162-17181-2-0_0 |
| Workunit | 10730881 |
| Created | 23 Mar 2022, 5:34:58 UTC |
| Sent | 29 Mar 2022, 18:26:40 UTC |
| Report deadline | 6 Apr 2022, 18:26:40 UTC |
| Received | 3 Apr 2022, 13:35:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 6 hours 14 min 21 sec |
| CPU time | 5 hours 32 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2022-04-03 13:06:38 main:574] : INFO : Epoch 1576 | loss: 0.0311384 | val_loss: 0.0311601 | Time: 9905.2 ms [2022-04-03 13:06:48 main:574] : INFO : Epoch 1577 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 9978.93 ms [2022-04-03 13:06:57 main:574] : INFO : Epoch 1578 | loss: 0.031138 | val_loss: 0.0311667 | Time: 9302.95 ms [2022-04-03 13:07:07 main:574] : INFO : Epoch 1579 | loss: 0.0311382 | val_loss: 0.031159 | Time: 9290.12 ms [2022-04-03 13:07:16 main:574] : INFO : Epoch 1580 | loss: 0.0311367 | val_loss: 0.0311655 | Time: 9494.27 ms [2022-04-03 13:07:26 main:574] : INFO : Epoch 1581 | loss: 0.0311394 | val_loss: 0.0311629 | Time: 9423.27 ms [2022-04-03 13:07:35 main:574] : INFO : Epoch 1582 | loss: 0.0311373 | val_loss: 0.0311625 | Time: 9678.98 ms [2022-04-03 13:07:45 main:574] : INFO : Epoch 1583 | loss: 0.0311376 | val_loss: 0.0311621 | Time: 9697.68 ms [2022-04-03 13:07:55 main:574] : INFO : Epoch 1584 | loss: 0.0311359 | val_loss: 0.0311664 | Time: 9551.35 ms [2022-04-03 13:08:04 main:574] : INFO : Epoch 1585 | loss: 0.0311405 | val_loss: 0.0311626 | Time: 9768.15 ms [2022-04-03 13:08:14 main:574] : INFO : Epoch 1586 | loss: 0.0311394 | val_loss: 0.0311625 | Time: 9675.02 ms [2022-04-03 13:08:24 main:574] : INFO : Epoch 1587 | loss: 0.0311383 | val_loss: 0.0311633 | Time: 9774.77 ms [2022-04-03 13:08:34 main:574] : INFO : Epoch 1588 | loss: 0.0311397 | val_loss: 0.0311641 | Time: 9982.88 ms [2022-04-03 13:08:43 main:574] : INFO : Epoch 1589 | loss: 0.0311389 | val_loss: 0.03116 | Time: 9734.45 ms [2022-04-03 13:08:53 main:574] : INFO : Epoch 1590 | loss: 0.0311409 | val_loss: 0.0311578 | Time: 9836.32 ms [2022-04-03 13:09:03 main:574] : INFO : Epoch 1591 | loss: 0.031138 | val_loss: 0.0311564 | Time: 10056.7 ms [2022-04-03 13:09:13 main:574] : INFO : Epoch 1592 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 10045.3 ms [2022-04-03 13:09:23 main:574] : INFO : Epoch 1593 | loss: 0.0311365 | val_loss: 0.0311606 | Time: 9561.07 ms [2022-04-03 13:09:32 main:574] : INFO : Epoch 1594 | loss: 0.0311386 | val_loss: 0.0311603 | Time: 9496.69 ms [2022-04-03 13:09:42 main:574] : INFO : Epoch 1595 | loss: 0.0311364 | val_loss: 0.0311631 | Time: 9402.17 ms [2022-04-03 13:09:51 main:574] : INFO : Epoch 1596 | loss: 0.031135 | val_loss: 0.0311595 | Time: 9562.64 ms [2022-04-03 13:10:01 main:574] : INFO : Epoch 1597 | loss: 0.0311357 | val_loss: 0.0311597 | Time: 9613.9 ms [2022-04-03 13:10:11 main:574] : INFO : Epoch 1598 | loss: 0.031139 | val_loss: 0.0311588 | Time: 9661.52 ms [2022-04-03 13:10:20 main:574] : INFO : Epoch 1599 | loss: 0.0311386 | val_loss: 0.031159 | Time: 9655.57 ms [2022-04-03 13:10:30 main:574] : INFO : Epoch 1600 | loss: 0.0311366 | val_loss: 0.0311641 | Time: 9525.7 ms [2022-04-03 13:10:39 main:574] : INFO : Epoch 1601 | loss: 0.0311384 | val_loss: 0.0311618 | Time: 9440.2 ms [2022-04-03 13:10:49 main:574] : INFO : Epoch 1602 | loss: 0.0311386 | val_loss: 0.0311621 | Time: 9472.28 ms [2022-04-03 13:10:58 main:574] : INFO : Epoch 1603 | loss: 0.0311389 | val_loss: 0.0311632 | Time: 9542.95 ms [2022-04-03 13:11:08 main:574] : INFO : Epoch 1604 | loss: 0.0311372 | val_loss: 0.0311613 | Time: 9685.38 ms [2022-04-03 13:11:18 main:574] : INFO : Epoch 1605 | loss: 0.0311351 | val_loss: 0.0311605 | Time: 9655.42 ms [2022-04-03 13:11:27 main:574] : INFO : Epoch 1606 | loss: 0.0311358 | val_loss: 0.0311699 | Time: 9648.91 ms [2022-04-03 13:11:37 main:574] : INFO : Epoch 1607 | loss: 0.0311383 | val_loss: 0.0311637 | Time: 9631.61 ms [2022-04-03 13:11:47 main:574] : INFO : Epoch 1608 | loss: 0.031139 | val_loss: 0.0311629 | Time: 9624.05 ms [2022-04-03 13:11:56 main:574] : INFO : Epoch 1609 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 9569.15 ms [2022-04-03 13:12:06 main:574] : INFO : Epoch 1610 | loss: 0.0311389 | val_loss: 0.0311576 | Time: 9602.59 ms [2022-04-03 13:12:16 main:574] : INFO : Epoch 1611 | loss: 0.0311374 | val_loss: 0.0311615 | Time: 9809.79 ms [2022-04-03 13:12:25 main:574] : INFO : Epoch 1612 | loss: 0.0311394 | val_loss: 0.0311636 | Time: 9617.91 ms [2022-04-03 13:12:35 main:574] : INFO : Epoch 1613 | loss: 0.0311379 | val_loss: 0.0311595 | Time: 9571.29 ms [2022-04-03 13:12:44 main:574] : INFO : Epoch 1614 | loss: 0.0311363 | val_loss: 0.0311627 | Time: 9524.87 ms [2022-04-03 13:12:54 main:574] : INFO : Epoch 1615 | loss: 0.0311359 | val_loss: 0.0311629 | Time: 9534.62 ms [2022-04-03 13:13:04 main:574] : INFO : Epoch 1616 | loss: 0.0311355 | val_loss: 0.0311592 | Time: 9740.65 ms [2022-04-03 13:13:14 main:574] : INFO : Epoch 1617 | loss: 0.0311461 | val_loss: 0.0311678 | Time: 9909.54 ms [2022-04-03 13:13:24 main:574] : INFO : Epoch 1618 | loss: 0.0311498 | val_loss: 0.0311677 | Time: 10191.1 ms [2022-04-03 13:13:34 main:574] : INFO : Epoch 1619 | loss: 0.0311499 | val_loss: 0.0311673 | Time: 9869.44 ms [2022-04-03 13:13:46 main:574] : INFO : Epoch 1620 | loss: 0.031146 | val_loss: 0.0311644 | Time: 12432.4 ms [2022-04-03 13:13:57 main:574] : INFO : Epoch 1621 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 10854.5 ms [2022-04-03 13:14:08 main:574] : INFO : Epoch 1622 | loss: 0.031142 | val_loss: 0.0311608 | Time: 10666.4 ms [2022-04-03 13:14:18 main:574] : INFO : Epoch 1623 | loss: 0.0311416 | val_loss: 0.0311692 | Time: 10430.2 ms [2022-04-03 13:14:31 main:574] : INFO : Epoch 1624 | loss: 0.0311423 | val_loss: 0.031163 | Time: 12456.7 ms [2022-04-03 13:14:43 main:574] : INFO : Epoch 1625 | loss: 0.0311426 | val_loss: 0.0311639 | Time: 12219.3 ms [2022-04-03 13:14:57 main:574] : INFO : Epoch 1626 | loss: 0.0311504 | val_loss: 0.0312915 | Time: 14733.6 ms [2022-04-03 13:15:11 main:574] : INFO : Epoch 1627 | loss: 0.0373828 | val_loss: 0.236598 | Time: 13669.1 ms [2022-04-03 13:15:23 main:574] : INFO : Epoch 1628 | loss: 0.0651115 | val_loss: 0.0344447 | Time: 11978.3 ms [2022-04-03 13:15:36 main:574] : INFO : Epoch 1629 | loss: 0.0327114 | val_loss: 0.0313203 | Time: 12994.5 ms [2022-04-03 13:15:49 main:574] : INFO : Epoch 1630 | loss: 0.0314698 | val_loss: 0.0313162 | Time: 12550.3 ms [2022-04-03 13:16:03 main:574] : INFO : Epoch 1631 | loss: 0.0312855 | val_loss: 0.0312758 | Time: 14498.9 ms [2022-04-03 13:16:25 main:574] : INFO : Epoch 1632 | loss: 0.0312615 | val_loss: 0.0312546 | Time: 21392.6 ms [2022-04-03 13:16:38 main:574] : INFO : Epoch 1633 | loss: 0.0312542 | val_loss: 0.0312536 | Time: 13293.8 ms [2022-04-03 13:16:51 main:574] : INFO : Epoch 1634 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 12696.8 ms [2022-04-03 13:17:01 main:574] : INFO : Epoch 1635 | loss: 0.031252 | val_loss: 0.031252 | Time: 10814.2 ms [2022-04-03 13:17:12 main:574] : INFO : Epoch 1636 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 10807.6 ms [2022-04-03 13:17:23 main:574] : INFO : Epoch 1637 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 10632.5 ms [2022-04-03 13:17:34 main:574] : INFO : Epoch 1638 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 10948 ms [2022-04-03 13:17:45 main:574] : INFO : Epoch 1639 | loss: 0.031251 | val_loss: 0.0312511 | Time: 10786.1 ms [2022-04-03 13:17:55 main:574] : INFO : Epoch 1640 | loss: 0.031251 | val_loss: 0.031251 | Time: 10582.2 ms [2022-04-03 13:18:06 main:574] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 10648.9 ms [2022-04-03 13:18:17 main:574] : INFO : Epoch 1642 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 10709.6 ms [2022-04-03 13:18:27 main:574] : INFO : Epoch 1643 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 10878.6 ms [2022-04-03 13:18:38 main:574] : INFO : Epoch 1644 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 10746.7 ms [2022-04-03 13:18:49 main:574] : INFO : Epoch 1645 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 10654.7 ms [2022-04-03 13:19:00 main:574] : INFO : Epoch 1646 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 10653.4 ms [2022-04-03 13:19:10 main:574] : INFO : Epoch 1647 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 10875.4 ms [2022-04-03 13:19:21 main:574] : INFO : Epoch 1648 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 11026.4 ms [2022-04-03 13:19:32 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 10701.3 ms [2022-04-03 13:19:43 main:574] : INFO : Epoch 1650 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 10784.7 ms [2022-04-03 13:19:58 main:574] : INFO : Epoch 1651 | loss: 0.0312502 | val_loss: 0.03125 | Time: 15160.1 ms [2022-04-03 13:20:19 main:574] : INFO : Epoch 1652 | loss: 0.03125 | val_loss: 0.0312499 | Time: 21344.1 ms [2022-04-03 13:20:33 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 13819.7 ms [2022-04-03 13:20:45 main:574] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 12186.1 ms [2022-04-03 13:20:59 main:574] : INFO : Epoch 1655 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 13458.3 ms [2022-04-03 13:21:12 main:574] : INFO : Epoch 1656 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 12912.7 ms [2022-04-03 13:21:27 main:574] : INFO : Epoch 1657 | loss: 0.0312492 | val_loss: 0.031249 | Time: 14946.7 ms [2022-04-03 13:21:39 main:574] : INFO : Epoch 1658 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 11739.7 ms [2022-04-03 13:21:52 main:574] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 13433.1 ms [2022-04-03 13:22:05 main:574] : INFO : Epoch 1660 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 13321.8 ms [2022-04-03 13:22:16 main:574] : INFO : Epoch 1661 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 10319.5 ms [2022-04-03 13:22:29 main:574] : INFO : Epoch 1662 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 13579.7 ms [2022-04-03 13:22:40 main:574] : INFO : Epoch 1663 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 10646.4 ms [2022-04-03 13:22:51 main:574] : INFO : Epoch 1664 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 10881.7 ms [2022-04-03 13:23:01 main:574] : INFO : Epoch 1665 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 10410.1 ms [2022-04-03 13:23:12 main:574] : INFO : Epoch 1666 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 10549.1 ms [2022-04-03 13:23:22 main:574] : INFO : Epoch 1667 | loss: 0.0312426 | val_loss: 0.0312415 | Time: 10670.7 ms [2022-04-03 13:23:33 main:574] : INFO : Epoch 1668 | loss: 0.0312414 | val_loss: 0.0312402 | Time: 10579.3 ms [2022-04-03 13:23:43 main:574] : INFO : Epoch 1669 | loss: 0.03124 | val_loss: 0.0312386 | Time: 10411.4 ms [2022-04-03 13:23:54 main:574] : INFO : Epoch 1670 | loss: 0.0312384 | val_loss: 0.031237 | Time: 10387.9 ms [2022-04-03 13:24:05 main:574] : INFO : Epoch 1671 | loss: 0.0312368 | val_loss: 0.0312353 | Time: 10964.6 ms [2022-04-03 13:24:20 main:574] : INFO : Epoch 1672 | loss: 0.031235 | val_loss: 0.0312337 | Time: 14930.5 ms [2022-04-03 13:24:31 main:574] : INFO : Epoch 1673 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 11301.4 ms [2022-04-03 13:24:47 main:574] : INFO : Epoch 1674 | loss: 0.0312312 | val_loss: 0.0312293 | Time: 15679.6 ms [2022-04-03 13:25:01 main:574] : INFO : Epoch 1675 | loss: 0.031229 | val_loss: 0.0312269 | Time: 14393.9 ms [2022-04-03 13:25:21 main:574] : INFO : Epoch 1676 | loss: 0.0312268 | val_loss: 0.0312242 | Time: 20339.7 ms [2022-04-03 13:25:35 main:574] : INFO : Epoch 1677 | loss: 0.0312244 | val_loss: 0.0312215 | Time: 13787.4 ms [2022-04-03 13:25:49 main:574] : INFO : Epoch 1678 | loss: 0.031222 | val_loss: 0.0312187 | Time: 14105.6 ms [2022-04-03 13:26:00 main:574] : INFO : Epoch 1679 | loss: 0.0312195 | val_loss: 0.0312159 | Time: 10684.9 ms [2022-04-03 13:26:10 main:574] : INFO : Epoch 1680 | loss: 0.0312165 | val_loss: 0.0312127 | Time: 10433.1 ms [2022-04-03 13:26:21 main:574] : INFO : Epoch 1681 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 10562.8 ms [2022-04-03 13:26:32 main:574] : INFO : Epoch 1682 | loss: 0.0312115 | val_loss: 0.0312084 | Time: 10487.9 ms [2022-04-03 13:26:42 main:574] : INFO : Epoch 1683 | loss: 0.0312095 | val_loss: 0.0312066 | Time: 10350 ms [2022-04-03 13:26:53 main:574] : INFO : Epoch 1684 | loss: 0.0312078 | val_loss: 0.031205 | Time: 10616 ms [2022-04-03 13:27:06 main:574] : INFO : Epoch 1685 | loss: 0.0312062 | val_loss: 0.0312034 | Time: 13691.8 ms [2022-04-03 13:27:17 main:574] : INFO : Epoch 1686 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 10468.2 ms [2022-04-03 13:27:28 main:574] : INFO : Epoch 1687 | loss: 0.0312038 | val_loss: 0.031201 | Time: 10981.3 ms [2022-04-03 13:27:39 main:574] : INFO : Epoch 1688 | loss: 0.0312021 | val_loss: 0.0312001 | Time: 11035.3 ms [2022-04-03 13:27:49 main:574] : INFO : Epoch 1689 | loss: 0.031201 | val_loss: 0.0311988 | Time: 10543.6 ms [2022-04-03 13:28:00 main:574] : INFO : Epoch 1690 | loss: 0.0311997 | val_loss: 0.0311977 | Time: 10532.4 ms [2022-04-03 13:28:11 main:574] : INFO : Epoch 1691 | loss: 0.0311982 | val_loss: 0.031197 | Time: 10780.1 ms [2022-04-03 13:28:21 main:574] : INFO : Epoch 1692 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 10692.3 ms [2022-04-03 13:28:32 main:574] : INFO : Epoch 1693 | loss: 0.0311957 | val_loss: 0.0311953 | Time: 10344.4 ms [2022-04-03 13:28:42 main:574] : INFO : Epoch 1694 | loss: 0.031195 | val_loss: 0.0311944 | Time: 10695.5 ms [2022-04-03 13:28:53 main:574] : INFO : Epoch 1695 | loss: 0.0311942 | val_loss: 0.0311938 | Time: 10502 ms [2022-04-03 13:29:04 main:574] : INFO : Epoch 1696 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 10820.9 ms [2022-04-03 13:29:18 main:574] : INFO : Epoch 1697 | loss: 0.0311935 | val_loss: 0.0311932 | Time: 14379.8 ms [2022-04-03 13:29:29 main:574] : INFO : Epoch 1698 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 10649.3 ms [2022-04-03 13:29:41 main:574] : INFO : Epoch 1699 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 11958.8 ms [2022-04-03 13:29:52 main:574] : INFO : Epoch 1700 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 11796.9 ms [2022-04-03 13:30:04 main:574] : INFO : Epoch 1701 | loss: 0.0311906 | val_loss: 0.0311905 | Time: 11441.8 ms [2022-04-03 13:30:14 main:574] : INFO : Epoch 1702 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 10498.8 ms [2022-04-03 13:30:25 main:574] : INFO : Epoch 1703 | loss: 0.0311888 | val_loss: 0.0311893 | Time: 10440 ms [2022-04-03 13:30:35 main:574] : INFO : Epoch 1704 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 10472.3 ms [2022-04-03 13:30:46 main:574] : INFO : Epoch 1705 | loss: 0.0311877 | val_loss: 0.0311881 | Time: 10502.4 ms [2022-04-03 13:30:56 main:574] : INFO : Epoch 1706 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 10505.9 ms [2022-04-03 13:31:07 main:574] : INFO : Epoch 1707 | loss: 0.031187 | val_loss: 0.0311876 | Time: 10435.9 ms [2022-04-03 13:31:17 main:574] : INFO : Epoch 1708 | loss: 0.0311874 | val_loss: 0.0311876 | Time: 10451.6 ms [2022-04-03 13:31:28 main:574] : INFO : Epoch 1709 | loss: 0.0311871 | val_loss: 0.031188 | Time: 10456.9 ms [2022-04-03 13:31:38 main:574] : INFO : Epoch 1710 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 10467.9 ms [2022-04-03 13:31:49 main:574] : INFO : Epoch 1711 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 10615.1 ms [2022-04-03 13:31:59 main:574] : INFO : Epoch 1712 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 10455.4 ms [2022-04-03 13:32:10 main:574] : INFO : Epoch 1713 | loss: 0.0311862 | val_loss: 0.0311881 | Time: 10499.5 ms [2022-04-03 13:32:21 main:574] : INFO : Epoch 1714 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 11163.7 ms [2022-04-03 13:32:32 main:574] : INFO : Epoch 1715 | loss: 0.031185 | val_loss: 0.0311856 | Time: 10738.5 ms [2022-04-03 13:32:42 main:574] : INFO : Epoch 1716 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 10271.5 ms [2022-04-03 13:32:53 main:574] : INFO : Epoch 1717 | loss: 0.031184 | val_loss: 0.0311853 | Time: 10595.7 ms [2022-04-03 13:33:03 main:574] : INFO : Epoch 1718 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 10651 ms [2022-04-03 13:33:14 main:574] : INFO : Epoch 1719 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 10434.7 ms [2022-04-03 13:33:24 main:574] : INFO : Epoch 1720 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 10576.3 ms [2022-04-03 13:33:35 main:574] : INFO : Epoch 1721 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 10695.7 ms [2022-04-03 13:33:45 main:574] : INFO : Epoch 1722 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 10466.5 ms [2022-04-03 13:33:56 main:574] : INFO : Epoch 1723 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 10676.2 ms [2022-04-03 13:34:07 main:574] : INFO : Epoch 1724 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 10525.4 ms [2022-04-03 13:34:17 main:574] : INFO : Epoch 1725 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 10559.9 ms [2022-04-03 13:34:28 main:574] : INFO : Epoch 1726 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 10321.1 ms [2022-04-03 13:34:38 main:574] : INFO : Epoch 1727 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 10342.3 ms [2022-04-03 13:34:48 main:574] : INFO : Epoch 1728 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 10393.9 ms [2022-04-03 13:34:59 main:574] : INFO : Epoch 1729 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 10244.5 ms [2022-04-03 13:35:09 main:574] : INFO : Epoch 1730 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 10488 ms [2022-04-03 13:35:19 main:574] : INFO : Epoch 1731 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 10345.6 ms [2022-04-03 13:35:30 main:574] : INFO : Epoch 1732 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 10549.2 ms [2022-04-03 13:35:40 main:574] : INFO : Epoch 1733 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 10337.1 ms [2022-04-03 13:35:51 main:574] : INFO : Epoch 1734 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 10628.1 ms [2022-04-03 13:36:02 main:574] : INFO : Epoch 1735 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 10689.2 ms [2022-04-03 13:36:12 main:574] : INFO : Epoch 1736 | loss: 0.0311733 | val_loss: 0.031178 | Time: 10248.1 ms [2022-04-03 13:36:22 main:574] : INFO : Epoch 1737 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 10263.2 ms [2022-04-03 13:36:32 main:574] : INFO : Epoch 1738 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 10208.7 ms [2022-04-03 13:36:43 main:574] : INFO : Epoch 1739 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 10245.1 ms [2022-04-03 13:36:53 main:574] : INFO : Epoch 1740 | loss: 0.031173 | val_loss: 0.0311781 | Time: 10451.3 ms [2022-04-03 13:37:03 main:574] : INFO : Epoch 1741 | loss: 0.031171 | val_loss: 0.0311788 | Time: 10283.8 ms [2022-04-03 13:37:14 main:574] : INFO : Epoch 1742 | loss: 0.031171 | val_loss: 0.0311775 | Time: 10381.3 ms [2022-04-03 13:37:24 main:574] : INFO : Epoch 1743 | loss: 0.0311708 | val_loss: 0.031179 | Time: 10574.8 ms [2022-04-03 13:37:35 main:574] : INFO : Epoch 1744 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 10513.7 ms [2022-04-03 13:37:45 main:574] : INFO : Epoch 1745 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 10339.4 ms [2022-04-03 13:37:55 main:574] : INFO : Epoch 1746 | loss: 0.0311712 | val_loss: 0.03118 | Time: 10235.8 ms [2022-04-03 13:38:06 main:574] : INFO : Epoch 1747 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 10291.3 ms [2022-04-03 13:38:16 main:574] : INFO : Epoch 1748 | loss: 0.031169 | val_loss: 0.0311756 | Time: 10389.6 ms [2022-04-03 13:38:26 main:574] : INFO : Epoch 1749 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 10296.7 ms [2022-04-03 13:38:37 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 10355.7 ms [2022-04-03 13:38:47 main:574] : INFO : Epoch 1751 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 10362.4 ms [2022-04-03 13:38:57 main:574] : INFO : Epoch 1752 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 10297.2 ms [2022-04-03 13:39:08 main:574] : INFO : Epoch 1753 | loss: 0.0311735 | val_loss: 0.031178 | Time: 10625.2 ms [2022-04-03 13:39:18 main:574] : INFO : Epoch 1754 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 10299.5 ms [2022-04-03 13:39:29 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 10382.5 ms [2022-04-03 13:39:39 main:574] : INFO : Epoch 1756 | loss: 0.0311702 | val_loss: 0.0311748 | Time: 10544.7 ms [2022-04-03 13:39:50 main:574] : INFO : Epoch 1757 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 10447 ms [2022-04-03 13:40:00 main:574] : INFO : Epoch 1758 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 10474.7 ms [2022-04-03 13:40:11 main:574] : INFO : Epoch 1759 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 10473.3 ms [2022-04-03 13:40:21 main:574] : INFO : Epoch 1760 | loss: 0.0311678 | val_loss: 0.031176 | Time: 10400.8 ms [2022-04-03 13:40:32 main:574] : INFO : Epoch 1761 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 10419.2 ms [2022-04-03 13:40:42 main:574] : INFO : Epoch 1762 | loss: 0.0311659 | val_loss: 0.031176 | Time: 10300.7 ms [2022-04-03 13:40:52 main:574] : INFO : Epoch 1763 | loss: 0.0311651 | val_loss: 0.0311761 | Time: 10135.3 ms [2022-04-03 13:41:02 main:574] : INFO : Epoch 1764 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 10395.4 ms [2022-04-03 13:41:13 main:574] : INFO : Epoch 1765 | loss: 0.0311649 | val_loss: 0.031177 | Time: 10225.8 ms [2022-04-03 13:41:23 main:574] : INFO : Epoch 1766 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 10518.1 ms [2022-04-03 13:41:34 main:574] : INFO : Epoch 1767 | loss: 0.0311647 | val_loss: 0.031176 | Time: 10484.7 ms [2022-04-03 13:41:44 main:574] : INFO : Epoch 1768 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 10349.3 ms [2022-04-03 13:41:55 main:574] : INFO : Epoch 1769 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 10626.2 ms [2022-04-03 13:42:05 main:574] : INFO : Epoch 1770 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 10614.4 ms [2022-04-03 13:42:16 main:574] : INFO : Epoch 1771 | loss: 0.031162 | val_loss: 0.0311732 | Time: 10285.1 ms [2022-04-03 13:42:26 main:574] : INFO : Epoch 1772 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 10789.7 ms [2022-04-03 13:42:37 main:574] : INFO : Epoch 1773 | loss: 0.0311613 | val_loss: 0.0311747 | Time: 10467.1 ms [2022-04-03 13:42:47 main:574] : INFO : Epoch 1774 | loss: 0.0311596 | val_loss: 0.0311726 | Time: 10348.9 ms [2022-04-03 13:42:58 main:574] : INFO : Epoch 1775 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 10422.3 ms [2022-04-03 13:43:08 main:574] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 10686.5 ms [2022-04-03 13:43:19 main:574] : INFO : Epoch 1777 | loss: 0.0311612 | val_loss: 0.0311663 | Time: 10394 ms [2022-04-03 13:43:29 main:574] : INFO : Epoch 1778 | loss: 0.0311588 | val_loss: 0.0311679 | Time: 10732.7 ms [2022-04-03 13:43:40 main:574] : INFO : Epoch 1779 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 11011.5 ms [2022-04-03 13:43:51 main:574] : INFO : Epoch 1780 | loss: 0.0311577 | val_loss: 0.0311694 | Time: 10583.4 ms [2022-04-03 13:44:02 main:574] : INFO : Epoch 1781 | loss: 0.031159 | val_loss: 0.0311707 | Time: 11233.6 ms [2022-04-03 13:44:13 main:574] : INFO : Epoch 1782 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 10539.2 ms [2022-04-03 13:44:23 main:574] : INFO : Epoch 1783 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 10590.5 ms [2022-04-03 13:44:34 main:574] : INFO : Epoch 1784 | loss: 0.0311579 | val_loss: 0.0311666 | Time: 10409.2 ms [2022-04-03 13:44:44 main:574] : INFO : Epoch 1785 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 10635.1 ms [2022-04-03 13:44:55 main:574] : INFO : Epoch 1786 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 10636.5 ms [2022-04-03 13:45:06 main:574] : INFO : Epoch 1787 | loss: 0.031156 | val_loss: 0.031169 | Time: 10587.9 ms [2022-04-03 13:45:16 main:574] : INFO : Epoch 1788 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 10555.8 ms [2022-04-03 13:45:27 main:574] : INFO : Epoch 1789 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 10693.4 ms [2022-04-03 13:45:38 main:574] : INFO : Epoch 1790 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 10595.1 ms [2022-04-03 13:45:48 main:574] : INFO : Epoch 1791 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 10434.2 ms [2022-04-03 13:45:59 main:574] : INFO : Epoch 1792 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 10692.5 ms [2022-04-03 13:46:09 main:574] : INFO : Epoch 1793 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 10532.1 ms [2022-04-03 13:46:21 main:574] : INFO : Epoch 1794 | loss: 0.0311548 | val_loss: 0.0311671 | Time: 11477.4 ms [2022-04-03 13:46:32 main:574] : INFO : Epoch 1795 | loss: 0.0311551 | val_loss: 0.0311687 | Time: 11124.1 ms [2022-04-03 13:46:44 main:574] : INFO : Epoch 1796 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 11682 ms [2022-04-03 13:47:06 main:574] : INFO : Epoch 1797 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 22192.6 ms [2022-04-03 13:47:16 main:574] : INFO : Epoch 1798 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 10685.9 ms [2022-04-03 13:47:27 main:574] : INFO : Epoch 1799 | loss: 0.0311545 | val_loss: 0.0311685 | Time: 10668.6 ms [2022-04-03 13:47:38 main:574] : INFO : Epoch 1800 | loss: 0.0311549 | val_loss: 0.031169 | Time: 10615.7 ms [2022-04-03 13:47:48 main:574] : INFO : Epoch 1801 | loss: 0.0311556 | val_loss: 0.0311769 | Time: 10693.1 ms [2022-04-03 13:47:59 main:574] : INFO : Epoch 1802 | loss: 0.0311551 | val_loss: 0.0311692 | Time: 10511.6 ms [2022-04-03 13:48:10 main:574] : INFO : Epoch 1803 | loss: 0.031155 | val_loss: 0.0311684 | Time: 10943.1 ms [2022-04-03 13:48:21 main:574] : INFO : Epoch 1804 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 10762.9 ms [2022-04-03 13:48:31 main:574] : INFO : Epoch 1805 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 10797.6 ms [2022-04-03 13:48:42 main:574] : INFO : Epoch 1806 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 10814.2 ms [2022-04-03 13:48:53 main:574] : INFO : Epoch 1807 | loss: 0.0311541 | val_loss: 0.0311702 | Time: 10639.8 ms [2022-04-03 13:49:04 main:574] : INFO : Epoch 1808 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 11044.7 ms [2022-04-03 13:49:15 main:574] : INFO : Epoch 1809 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 10761.6 ms [2022-04-03 13:49:25 main:574] : INFO : Epoch 1810 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 10541.5 ms [2022-04-03 13:49:36 main:574] : INFO : Epoch 1811 | loss: 0.031154 | val_loss: 0.0311687 | Time: 10582.1 ms [2022-04-03 13:49:46 main:574] : INFO : Epoch 1812 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 10421.6 ms [2022-04-03 13:49:57 main:574] : INFO : Epoch 1813 | loss: 0.0311539 | val_loss: 0.0311695 | Time: 10647.4 ms [2022-04-03 13:50:08 main:574] : INFO : Epoch 1814 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 11025.7 ms [2022-04-03 13:50:19 main:574] : INFO : Epoch 1815 | loss: 0.031155 | val_loss: 0.0311666 | Time: 10628.8 ms [2022-04-03 13:50:29 main:574] : INFO : Epoch 1816 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 10471.8 ms [2022-04-03 13:50:40 main:574] : INFO : Epoch 1817 | loss: 0.031154 | val_loss: 0.0311672 | Time: 10440.6 ms [2022-04-03 13:50:50 main:574] : INFO : Epoch 1818 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 10857.5 ms [2022-04-03 13:51:01 main:574] : INFO : Epoch 1819 | loss: 0.0311549 | val_loss: 0.031166 | Time: 10904.9 ms [2022-04-03 13:51:12 main:574] : INFO : Epoch 1820 | loss: 0.0311539 | val_loss: 0.031166 | Time: 10557.4 ms [2022-04-03 13:51:22 main:574] : INFO : Epoch 1821 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 10554.8 ms [2022-04-03 13:51:33 main:574] : INFO : Epoch 1822 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 10860.5 ms [2022-04-03 13:51:44 main:574] : INFO : Epoch 1823 | loss: 0.0311534 | val_loss: 0.0311685 | Time: 10434.5 ms [2022-04-03 13:51:54 main:574] : INFO : Epoch 1824 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 10386.1 ms [2022-04-03 13:52:05 main:574] : INFO : Epoch 1825 | loss: 0.031154 | val_loss: 0.031167 | Time: 10737.5 ms [2022-04-03 13:52:15 main:574] : INFO : Epoch 1826 | loss: 0.0311565 | val_loss: 0.031168 | Time: 10394.2 ms [2022-04-03 13:52:26 main:574] : INFO : Epoch 1827 | loss: 0.0311545 | val_loss: 0.031165 | Time: 10396.4 ms [2022-04-03 13:52:36 main:574] : INFO : Epoch 1828 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 10509.9 ms [2022-04-03 13:52:47 main:574] : INFO : Epoch 1829 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 10375.5 ms [2022-04-03 13:52:57 main:574] : INFO : Epoch 1830 | loss: 0.0311561 | val_loss: 0.0311635 | Time: 10514.7 ms [2022-04-03 13:53:08 main:574] : INFO : Epoch 1831 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 10583 ms [2022-04-03 13:53:18 main:574] : INFO : Epoch 1832 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 10491.6 ms [2022-04-03 13:53:29 main:574] : INFO : Epoch 1833 | loss: 0.031156 | val_loss: 0.0311673 | Time: 10444.9 ms [2022-04-03 13:53:39 main:574] : INFO : Epoch 1834 | loss: 0.0311554 | val_loss: 0.0311646 | Time: 10731.4 ms [2022-04-03 13:53:50 main:574] : INFO : Epoch 1835 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 10726.5 ms [2022-04-03 13:54:00 main:574] : INFO : Epoch 1836 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 10376.9 ms [2022-04-03 13:54:11 main:574] : INFO : Epoch 1837 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 10698.9 ms [2022-04-03 13:54:22 main:574] : INFO : Epoch 1838 | loss: 0.0311534 | val_loss: 0.0311683 | Time: 10429.4 ms [2022-04-03 13:54:32 main:574] : INFO : Epoch 1839 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 10822.7 ms [2022-04-03 13:54:43 main:574] : INFO : Epoch 1840 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 10613.4 ms [2022-04-03 13:54:54 main:574] : INFO : Epoch 1841 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 10534.9 ms [2022-04-03 13:55:04 main:574] : INFO : Epoch 1842 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 10626.2 ms [2022-04-03 13:55:15 main:574] : INFO : Epoch 1843 | loss: 0.0311557 | val_loss: 0.0311743 | Time: 10523.8 ms [2022-04-03 13:55:25 main:574] : INFO : Epoch 1844 | loss: 0.0311574 | val_loss: 0.031169 | Time: 10463.7 ms [2022-04-03 13:55:36 main:574] : INFO : Epoch 1845 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 10746.2 ms [2022-04-03 13:55:47 main:574] : INFO : Epoch 1846 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 10597.3 ms [2022-04-03 13:55:57 main:574] : INFO : Epoch 1847 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 10634.2 ms [2022-04-03 13:56:08 main:574] : INFO : Epoch 1848 | loss: 0.0311533 | val_loss: 0.0311817 | Time: 10677.4 ms [2022-04-03 13:56:18 main:574] : INFO : Epoch 1849 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 10507.9 ms [2022-04-03 13:56:29 main:574] : INFO : Epoch 1850 | loss: 0.0311533 | val_loss: 0.0311662 | Time: 10745.2 ms [2022-04-03 13:56:40 main:574] : INFO : Epoch 1851 | loss: 0.031155 | val_loss: 0.0311633 | Time: 10781.1 ms [2022-04-03 13:56:50 main:574] : INFO : Epoch 1852 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 10527.5 ms [2022-04-03 13:57:01 main:574] : INFO : Epoch 1853 | loss: 0.0311543 | val_loss: 0.0311661 | Time: 10572.2 ms [2022-04-03 13:57:12 main:574] : INFO : Epoch 1854 | loss: 0.0311546 | val_loss: 0.0311675 | Time: 10568.8 ms [2022-04-03 13:57:22 main:574] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 10191.3 ms [2022-04-03 13:57:33 main:574] : INFO : Epoch 1856 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 10692 ms [2022-04-03 13:57:43 main:574] : INFO : Epoch 1857 | loss: 0.0311526 | val_loss: 0.0311683 | Time: 10740.2 ms [2022-04-03 13:57:54 main:574] : INFO : Epoch 1858 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 10459.8 ms [2022-04-03 13:58:04 main:574] : INFO : Epoch 1859 | loss: 0.0311553 | val_loss: 0.0311702 | Time: 10589.8 ms [2022-04-03 13:58:15 main:574] : INFO : Epoch 1860 | loss: 0.0311547 | val_loss: 0.0311688 | Time: 10486.4 ms [2022-04-03 13:58:25 main:574] : INFO : Epoch 1861 | loss: 0.031152 | val_loss: 0.0311715 | Time: 10461.5 ms [2022-04-03 13:58:36 main:574] : INFO : Epoch 1862 | loss: 0.0311529 | val_loss: 0.0311665 | Time: 10627 ms [2022-04-03 13:58:46 main:574] : INFO : Epoch 1863 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 10460 ms [2022-04-03 13:58:57 main:574] : INFO : Epoch 1864 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 10445.3 ms [2022-04-03 13:59:08 main:574] : INFO : Epoch 1865 | loss: 0.0311529 | val_loss: 0.031167 | Time: 10881.7 ms [2022-04-03 13:59:18 main:574] : INFO : Epoch 1866 | loss: 0.0311523 | val_loss: 0.0311673 | Time: 10581 ms [2022-04-03 13:59:29 main:574] : INFO : Epoch 1867 | loss: 0.0311503 | val_loss: 0.031167 | Time: 10325.9 ms [2022-04-03 13:59:39 main:574] : INFO : Epoch 1868 | loss: 0.0311509 | val_loss: 0.0311671 | Time: 10668.5 ms [2022-04-03 13:59:50 main:574] : INFO : Epoch 1869 | loss: 0.0311516 | val_loss: 0.031169 | Time: 10533.4 ms [2022-04-03 14:00:00 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311663 | Time: 10634.1 ms [2022-04-03 14:00:11 main:574] : INFO : Epoch 1871 | loss: 0.03115 | val_loss: 0.0311678 | Time: 10475.2 ms [2022-04-03 14:00:22 main:574] : INFO : Epoch 1872 | loss: 0.03115 | val_loss: 0.0311668 | Time: 10615.6 ms [2022-04-03 14:00:32 main:574] : INFO : Epoch 1873 | loss: 0.0311504 | val_loss: 0.0311677 | Time: 10512.5 ms [2022-04-03 14:00:43 main:574] : INFO : Epoch 1874 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 10386 ms [2022-04-03 14:00:53 main:574] : INFO : Epoch 1875 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 10520.8 ms [2022-04-03 14:01:04 main:574] : INFO : Epoch 1876 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 10568.9 ms [2022-04-03 14:01:15 main:574] : INFO : Epoch 1877 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 11102.4 ms [2022-04-03 14:01:25 main:574] : INFO : Epoch 1878 | loss: 0.0311552 | val_loss: 0.0311662 | Time: 10698 ms [2022-04-03 14:01:36 main:574] : INFO : Epoch 1879 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 10420.3 ms [2022-04-03 14:01:46 main:574] : INFO : Epoch 1880 | loss: 0.031154 | val_loss: 0.0311662 | Time: 10474.5 ms [2022-04-03 14:01:57 main:574] : INFO : Epoch 1881 | loss: 0.0311531 | val_loss: 0.031166 | Time: 10463 ms [2022-04-03 14:02:08 main:574] : INFO : Epoch 1882 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 10775.5 ms [2022-04-03 14:02:18 main:574] : INFO : Epoch 1883 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 10765.7 ms [2022-04-03 14:02:29 main:574] : INFO : Epoch 1884 | loss: 0.0311571 | val_loss: 0.0311637 | Time: 10372.5 ms [2022-04-03 14:02:39 main:574] : INFO : Epoch 1885 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 10667.7 ms [2022-04-03 14:02:50 main:574] : INFO : Epoch 1886 | loss: 0.0311543 | val_loss: 0.0311625 | Time: 10531.2 ms [2022-04-03 14:03:01 main:574] : INFO : Epoch 1887 | loss: 0.0311533 | val_loss: 0.0311639 | Time: 10587.4 ms [2022-04-03 14:03:13 main:574] : INFO : Epoch 1888 | loss: 0.031153 | val_loss: 0.0311646 | Time: 12579.5 ms [2022-04-03 14:03:25 main:574] : INFO : Epoch 1889 | loss: 0.0311526 | val_loss: 0.0311645 | Time: 11782.1 ms [2022-04-03 14:03:35 main:574] : INFO : Epoch 1890 | loss: 0.031153 | val_loss: 0.0311652 | Time: 10517.4 ms [2022-04-03 14:03:46 main:574] : INFO : Epoch 1891 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 10644.9 ms [2022-04-03 14:03:57 main:574] : INFO : Epoch 1892 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 10876.5 ms [2022-04-03 14:04:08 main:574] : INFO : Epoch 1893 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 10678.3 ms [2022-04-03 14:04:18 main:574] : INFO : Epoch 1894 | loss: 0.0311528 | val_loss: 0.0311674 | Time: 10600.3 ms [2022-04-03 14:04:29 main:574] : INFO : Epoch 1895 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 10625.8 ms [2022-04-03 14:04:39 main:574] : INFO : Epoch 1896 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 10479.4 ms [2022-04-03 14:04:50 main:574] : INFO : Epoch 1897 | loss: 0.0311529 | val_loss: 0.031166 | Time: 10540.9 ms [2022-04-03 14:05:00 main:574] : INFO : Epoch 1898 | loss: 0.031153 | val_loss: 0.0311689 | Time: 10571.9 ms [2022-04-03 14:05:12 main:574] : INFO : Epoch 1899 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 11587.6 ms [2022-04-03 14:05:23 main:574] : INFO : Epoch 1900 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 10988.7 ms [2022-04-03 14:05:34 main:574] : INFO : Epoch 1901 | loss: 0.0311522 | val_loss: 0.0311665 | Time: 10722.2 ms [2022-04-03 14:05:47 main:574] : INFO : Epoch 1902 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 13384.5 ms [2022-04-03 14:05:58 main:574] : INFO : Epoch 1903 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 10898 ms [2022-04-03 14:06:09 main:574] : INFO : Epoch 1904 | loss: 0.031151 | val_loss: 0.0311644 | Time: 11049 ms [2022-04-03 14:06:20 main:574] : INFO : Epoch 1905 | loss: 0.0311558 | val_loss: 0.0311637 | Time: 10732.6 ms [2022-04-03 14:06:31 main:574] : INFO : Epoch 1906 | loss: 0.0311537 | val_loss: 0.031166 | Time: 11396.2 ms [2022-04-03 14:06:42 main:574] : INFO : Epoch 1907 | loss: 0.031154 | val_loss: 0.031169 | Time: 10520.8 ms [2022-04-03 14:06:52 main:574] : INFO : Epoch 1908 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 10661 ms [2022-04-03 14:07:03 main:574] : INFO : Epoch 1909 | loss: 0.0311564 | val_loss: 0.0311746 | Time: 10715 ms [2022-04-03 14:07:14 main:574] : INFO : Epoch 1910 | loss: 0.0311544 | val_loss: 0.0311637 | Time: 10488.2 ms [2022-04-03 14:07:25 main:574] : INFO : Epoch 1911 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 10910.5 ms [2022-04-03 14:07:35 main:574] : INFO : Epoch 1912 | loss: 0.0311499 | val_loss: 0.0311649 | Time: 10719.2 ms [2022-04-03 14:07:46 main:574] : INFO : Epoch 1913 | loss: 0.0311512 | val_loss: 0.0311639 | Time: 10710.9 ms [2022-04-03 14:07:57 main:574] : INFO : Epoch 1914 | loss: 0.0311516 | val_loss: 0.0311647 | Time: 10547.9 ms [2022-04-03 14:08:07 main:574] : INFO : Epoch 1915 | loss: 0.0311517 | val_loss: 0.0311696 | Time: 10854.8 ms [2022-04-03 14:08:18 main:574] : INFO : Epoch 1916 | loss: 0.0311502 | val_loss: 0.0311659 | Time: 10657.4 ms [2022-04-03 14:08:29 main:574] : INFO : Epoch 1917 | loss: 0.031153 | val_loss: 0.0311672 | Time: 10799.7 ms [2022-04-03 14:08:39 main:574] : INFO : Epoch 1918 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 10540.6 ms [2022-04-03 14:08:50 main:574] : INFO : Epoch 1919 | loss: 0.031152 | val_loss: 0.0311684 | Time: 10556 ms [2022-04-03 14:09:01 main:574] : INFO : Epoch 1920 | loss: 0.0311543 | val_loss: 0.0311652 | Time: 10590.1 ms [2022-04-03 14:09:11 main:574] : INFO : Epoch 1921 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 10487.2 ms [2022-04-03 14:09:22 main:574] : INFO : Epoch 1922 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 10557.6 ms [2022-04-03 14:09:33 main:574] : INFO : Epoch 1923 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 10795.8 ms [2022-04-03 14:09:43 main:574] : INFO : Epoch 1924 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 10536.6 ms [2022-04-03 14:09:53 main:574] : INFO : Epoch 1925 | loss: 0.0311514 | val_loss: 0.0311691 | Time: 10393.8 ms [2022-04-03 14:10:04 main:574] : INFO : Epoch 1926 | loss: 0.0311507 | val_loss: 0.0311678 | Time: 10585 ms [2022-04-03 14:10:14 main:574] : INFO : Epoch 1927 | loss: 0.0311489 | val_loss: 0.0311651 | Time: 10383.6 ms [2022-04-03 14:10:25 main:574] : INFO : Epoch 1928 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 10738.1 ms [2022-04-03 14:10:36 main:574] : INFO : Epoch 1929 | loss: 0.0311528 | val_loss: 0.0311654 | Time: 10603.6 ms [2022-04-03 14:10:46 main:574] : INFO : Epoch 1930 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 10426.1 ms [2022-04-03 14:10:57 main:574] : INFO : Epoch 1931 | loss: 0.031153 | val_loss: 0.0311637 | Time: 10739.4 ms [2022-04-03 14:11:08 main:574] : INFO : Epoch 1932 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 10646.8 ms [2022-04-03 14:11:18 main:574] : INFO : Epoch 1933 | loss: 0.0311563 | val_loss: 0.0311701 | Time: 10436.6 ms [2022-04-03 14:11:29 main:574] : INFO : Epoch 1934 | loss: 0.031159 | val_loss: 0.0311634 | Time: 10652.3 ms [2022-04-03 14:11:39 main:574] : INFO : Epoch 1935 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 10633.9 ms [2022-04-03 14:11:50 main:574] : INFO : Epoch 1936 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 10373 ms [2022-04-03 14:12:00 main:574] : INFO : Epoch 1937 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 10524.9 ms [2022-04-03 14:12:11 main:574] : INFO : Epoch 1938 | loss: 0.0311543 | val_loss: 0.0311663 | Time: 10472.9 ms [2022-04-03 14:12:21 main:574] : INFO : Epoch 1939 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 10502.2 ms [2022-04-03 14:12:32 main:574] : INFO : Epoch 1940 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 10640.8 ms [2022-04-03 14:12:43 main:574] : INFO : Epoch 1941 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 11322.7 ms [2022-04-03 14:12:54 main:574] : INFO : Epoch 1942 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 10619.1 ms [2022-04-03 14:13:04 main:574] : INFO : Epoch 1943 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 10488.8 ms [2022-04-03 14:13:15 main:574] : INFO : Epoch 1944 | loss: 0.0311526 | val_loss: 0.0311681 | Time: 10516.2 ms [2022-04-03 14:13:25 main:574] : INFO : Epoch 1945 | loss: 0.031152 | val_loss: 0.0311649 | Time: 10547.6 ms [2022-04-03 14:13:36 main:574] : INFO : Epoch 1946 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 10484 ms [2022-04-03 14:13:46 main:574] : INFO : Epoch 1947 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 10275.3 ms [2022-04-03 14:13:57 main:574] : INFO : Epoch 1948 | loss: 0.0311549 | val_loss: 0.031167 | Time: 10530.8 ms [2022-04-03 14:14:07 main:574] : INFO : Epoch 1949 | loss: 0.031154 | val_loss: 0.0311665 | Time: 10747.7 ms [2022-04-03 14:14:18 main:574] : INFO : Epoch 1950 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 10665.3 ms [2022-04-03 14:14:29 main:574] : INFO : Epoch 1951 | loss: 0.0311515 | val_loss: 0.0311651 | Time: 10774.9 ms [2022-04-03 14:14:40 main:574] : INFO : Epoch 1952 | loss: 0.031152 | val_loss: 0.0311647 | Time: 10620.3 ms [2022-04-03 14:14:50 main:574] : INFO : Epoch 1953 | loss: 0.031154 | val_loss: 0.0311667 | Time: 10384.2 ms [2022-04-03 14:15:01 main:574] : INFO : Epoch 1954 | loss: 0.0311541 | val_loss: 0.0311638 | Time: 10567.6 ms [2022-04-03 14:15:11 main:574] : INFO : Epoch 1955 | loss: 0.0311505 | val_loss: 0.0311641 | Time: 10693.1 ms [2022-04-03 14:15:22 main:574] : INFO : Epoch 1956 | loss: 0.0311499 | val_loss: 0.0311638 | Time: 10459 ms [2022-04-03 14:15:32 main:574] : INFO : Epoch 1957 | loss: 0.0311498 | val_loss: 0.0311671 | Time: 10479.8 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-04-03 15:18:52 main:435] : INFO : Set logging level to 1 [2022-04-03 15:18:52 main:441] : INFO : Running in BOINC Client mode [2022-04-03 15:18:52 main:444] : INFO : Resolving all filenames [2022-04-03 15:18:52 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-03 15:18:52 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-03 15:18:52 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-03 15:18:52 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-03 15:18:52 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-03 15:18:52 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-03 15:18:52 main:474] : INFO : Configuration: [2022-04-03 15:18:52 main:475] : INFO : Model type: GRU [2022-04-03 15:18:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-03 15:18:52 main:477] : INFO : Max Epochs: 2048 [2022-04-03 15:18:52 main:478] : INFO : Batch Size: 128 [2022-04-03 15:18:52 main:479] : INFO : Learning Rate: 0.01 [2022-04-03 15:18:52 main:480] : INFO : Patience: 10 [2022-04-03 15:18:52 main:481] : INFO : Hidden Width: 12 [2022-04-03 15:18:52 main:482] : INFO : # Recurrent Layers: 4 [2022-04-03 15:18:52 main:483] : INFO : # Backend Layers: 4 [2022-04-03 15:18:52 main:484] : INFO : # Threads: 1 [2022-04-03 15:18:52 main:486] : INFO : Preparing Dataset [2022-04-03 15:18:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-03 15:18:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-03 15:18:55 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-03 15:18:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-03 15:18:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-03 15:18:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-03 15:18:55 main:494] : INFO : Creating Model [2022-04-03 15:18:55 main:507] : INFO : Preparing config file [2022-04-03 15:18:55 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-03 15:18:55 main:512] : INFO : Loading config [2022-04-03 15:18:55 main:514] : INFO : Loading state [2022-04-03 15:18:56 main:559] : INFO : Loading DataLoader into Memory [2022-04-03 15:18:56 main:562] : INFO : Starting Training [2022-04-03 15:19:06 main:574] : INFO : Epoch 1949 | loss: 0.0315203 | val_loss: 0.0312642 | Time: 10492.6 ms [2022-04-03 15:19:17 main:574] : INFO : Epoch 1950 | loss: 0.0312586 | val_loss: 0.0312444 | Time: 10389.6 ms [2022-04-03 15:19:29 main:574] : INFO : Epoch 1951 | loss: 0.0312346 | val_loss: 0.0312251 | Time: 11862.4 ms [2022-04-03 15:19:39 main:574] : INFO : Epoch 1952 | loss: 0.0312016 | val_loss: 0.0311816 | Time: 10054.2 ms [2022-04-03 15:19:49 main:574] : INFO : Epoch 1953 | loss: 0.0311662 | val_loss: 0.0311667 | Time: 10114.3 ms [2022-04-03 15:19:59 main:574] : INFO : Epoch 1954 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 9958.7 ms [2022-04-03 15:20:09 main:574] : INFO : Epoch 1955 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 10081.6 ms [2022-04-03 15:20:19 main:574] : INFO : Epoch 1956 | loss: 0.0311583 | val_loss: 0.0311627 | Time: 10153.6 ms [2022-04-03 15:20:29 main:574] : INFO : Epoch 1957 | loss: 0.0311538 | val_loss: 0.0311607 | Time: 10106.5 ms [2022-04-03 15:20:39 main:574] : INFO : Epoch 1958 | loss: 0.0311508 | val_loss: 0.0311593 | Time: 10088.3 ms [2022-04-03 15:20:49 main:574] : INFO : Epoch 1959 | loss: 0.031151 | val_loss: 0.0311653 | Time: 10152.2 ms [2022-04-03 15:20:59 main:574] : INFO : Epoch 1960 | loss: 0.0311519 | val_loss: 0.0311608 | Time: 9805.57 ms [2022-04-03 15:21:09 main:574] : INFO : Epoch 1961 | loss: 0.0311545 | val_loss: 0.0311609 | Time: 10056.7 ms [2022-04-03 15:21:19 main:574] : INFO : Epoch 1962 | loss: 0.0311523 | val_loss: 0.0311583 | Time: 9876.2 ms [2022-04-03 15:21:29 main:574] : INFO : Epoch 1963 | loss: 0.0311506 | val_loss: 0.0311573 | Time: 9834.13 ms [2022-04-03 15:21:39 main:574] : INFO : Epoch 1964 | loss: 0.0311493 | val_loss: 0.0311592 | Time: 10004.4 ms [2022-04-03 15:21:49 main:574] : INFO : Epoch 1965 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 9953.99 ms [2022-04-03 15:21:59 main:574] : INFO : Epoch 1966 | loss: 0.031149 | val_loss: 0.031157 | Time: 10169.5 ms [2022-04-03 15:22:10 main:574] : INFO : Epoch 1967 | loss: 0.0311478 | val_loss: 0.0311562 | Time: 10358.8 ms [2022-04-03 15:22:20 main:574] : INFO : Epoch 1968 | loss: 0.0311478 | val_loss: 0.0311599 | Time: 10107.2 ms [2022-04-03 15:22:30 main:574] : INFO : Epoch 1969 | loss: 0.0311468 | val_loss: 0.0311572 | Time: 10102.4 ms [2022-04-03 15:22:40 main:574] : INFO : Epoch 1970 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 10006 ms [2022-04-03 15:22:50 main:574] : INFO : Epoch 1971 | loss: 0.031147 | val_loss: 0.0311597 | Time: 9863.3 ms [2022-04-03 15:23:00 main:574] : INFO : Epoch 1972 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 9855.81 ms [2022-04-03 15:23:09 main:574] : INFO : Epoch 1973 | loss: 0.0311462 | val_loss: 0.0311637 | Time: 9930.89 ms [2022-04-03 15:23:20 main:574] : INFO : Epoch 1974 | loss: 0.0311448 | val_loss: 0.0311609 | Time: 10107.9 ms [2022-04-03 15:23:30 main:574] : INFO : Epoch 1975 | loss: 0.0311434 | val_loss: 0.0311603 | Time: 10087.4 ms [2022-04-03 15:23:40 main:574] : INFO : Epoch 1976 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 10108.6 ms [2022-04-03 15:23:50 main:574] : INFO : Epoch 1977 | loss: 0.0311479 | val_loss: 0.0311683 | Time: 10164.5 ms [2022-04-03 15:24:00 main:574] : INFO : Epoch 1978 | loss: 0.0311459 | val_loss: 0.03116 | Time: 10234 ms [2022-04-03 15:24:10 main:574] : INFO : Epoch 1979 | loss: 0.0311445 | val_loss: 0.0311611 | Time: 10185.6 ms [2022-04-03 15:24:20 main:574] : INFO : Epoch 1980 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 9857.6 ms [2022-04-03 15:24:30 main:574] : INFO : Epoch 1981 | loss: 0.0311443 | val_loss: 0.0311622 | Time: 9971.53 ms [2022-04-03 15:24:40 main:574] : INFO : Epoch 1982 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 10146.1 ms [2022-04-03 15:24:50 main:574] : INFO : Epoch 1983 | loss: 0.0311474 | val_loss: 0.0311575 | Time: 10007.4 ms [2022-04-03 15:25:00 main:574] : INFO : Epoch 1984 | loss: 0.0311469 | val_loss: 0.0311583 | Time: 10023.7 ms [2022-04-03 15:25:10 main:574] : INFO : Epoch 1985 | loss: 0.0311435 | val_loss: 0.0311594 | Time: 9916.93 ms [2022-04-03 15:25:20 main:574] : INFO : Epoch 1986 | loss: 0.0311437 | val_loss: 0.0311576 | Time: 10012.5 ms [2022-04-03 15:25:30 main:574] : INFO : Epoch 1987 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 10109.3 ms [2022-04-03 15:25:40 main:574] : INFO : Epoch 1988 | loss: 0.0311422 | val_loss: 0.0311574 | Time: 10003.8 ms [2022-04-03 15:25:51 main:574] : INFO : Epoch 1989 | loss: 0.0311432 | val_loss: 0.0311595 | Time: 10099.2 ms [2022-04-03 15:26:01 main:574] : INFO : Epoch 1990 | loss: 0.0311428 | val_loss: 0.0311594 | Time: 10257.6 ms [2022-04-03 15:26:11 main:574] : INFO : Epoch 1991 | loss: 0.0311408 | val_loss: 0.0311544 | Time: 10360.1 ms [2022-04-03 15:26:21 main:574] : INFO : Epoch 1992 | loss: 0.0311468 | val_loss: 0.031156 | Time: 10249.2 ms [2022-04-03 15:26:32 main:574] : INFO : Epoch 1993 | loss: 0.031147 | val_loss: 0.0311566 | Time: 10144.1 ms [2022-04-03 15:26:41 main:574] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 9843.2 ms [2022-04-03 15:26:52 main:574] : INFO : Epoch 1995 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 10024.1 ms [2022-04-03 15:27:02 main:574] : INFO : Epoch 1996 | loss: 0.0311459 | val_loss: 0.0311556 | Time: 10008.1 ms [2022-04-03 15:27:12 main:574] : INFO : Epoch 1997 | loss: 0.0311423 | val_loss: 0.0311606 | Time: 10153.8 ms [2022-04-03 15:27:22 main:574] : INFO : Epoch 1998 | loss: 0.0311458 | val_loss: 0.0311594 | Time: 10119.4 ms [2022-04-03 15:27:32 main:574] : INFO : Epoch 1999 | loss: 0.0311501 | val_loss: 0.0311561 | Time: 10293.3 ms [2022-04-03 15:27:42 main:574] : INFO : Epoch 2000 | loss: 0.0311479 | val_loss: 0.0311555 | Time: 9875.03 ms [2022-04-03 15:27:52 main:574] : INFO : Epoch 2001 | loss: 0.0311471 | val_loss: 0.0311546 | Time: 10190.5 ms [2022-04-03 15:28:03 main:574] : INFO : Epoch 2002 | loss: 0.0311453 | val_loss: 0.0311552 | Time: 10729.2 ms [2022-04-03 15:28:14 main:574] : INFO : Epoch 2003 | loss: 0.0311451 | val_loss: 0.0311574 | Time: 11244.4 ms [2022-04-03 15:28:26 main:574] : INFO : Epoch 2004 | loss: 0.0311446 | val_loss: 0.0311546 | Time: 11899.7 ms [2022-04-03 15:28:36 main:574] : INFO : Epoch 2005 | loss: 0.031143 | val_loss: 0.0311554 | Time: 10184.1 ms [2022-04-03 15:28:47 main:574] : INFO : Epoch 2006 | loss: 0.031142 | val_loss: 0.0311545 | Time: 10383 ms [2022-04-03 15:28:57 main:574] : INFO : Epoch 2007 | loss: 0.0311423 | val_loss: 0.0311579 | Time: 9952.62 ms [2022-04-03 15:29:07 main:574] : INFO : Epoch 2008 | loss: 0.031144 | val_loss: 0.031156 | Time: 10417.4 ms [2022-04-03 15:29:17 main:574] : INFO : Epoch 2009 | loss: 0.0311487 | val_loss: 0.0311547 | Time: 10134.7 ms [2022-04-03 15:29:27 main:574] : INFO : Epoch 2010 | loss: 0.0311428 | val_loss: 0.0311554 | Time: 9995.53 ms [2022-04-03 15:29:37 main:574] : INFO : Epoch 2011 | loss: 0.0311418 | val_loss: 0.0311558 | Time: 9960.65 ms [2022-04-03 15:29:47 main:574] : INFO : Epoch 2012 | loss: 0.0311425 | val_loss: 0.0311549 | Time: 9973.02 ms [2022-04-03 15:29:57 main:574] : INFO : Epoch 2013 | loss: 0.0311394 | val_loss: 0.0311562 | Time: 10291.3 ms [2022-04-03 15:30:08 main:574] : INFO : Epoch 2014 | loss: 0.0311387 | val_loss: 0.0311551 | Time: 10584.2 ms [2022-04-03 15:30:18 main:574] : INFO : Epoch 2015 | loss: 0.0311446 | val_loss: 0.0311656 | Time: 10202.3 ms [2022-04-03 15:30:28 main:574] : INFO : Epoch 2016 | loss: 0.0311531 | val_loss: 0.0311625 | Time: 9750.4 ms [2022-04-03 15:30:38 main:574] : INFO : Epoch 2017 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 9867.36 ms [2022-04-03 15:30:48 main:574] : INFO : Epoch 2018 | loss: 0.0311466 | val_loss: 0.0311586 | Time: 9785.94 ms [2022-04-03 15:30:58 main:574] : INFO : Epoch 2019 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 9915.96 ms [2022-04-03 15:31:08 main:574] : INFO : Epoch 2020 | loss: 0.0311432 | val_loss: 0.0311558 | Time: 9964.13 ms [2022-04-03 15:31:17 main:574] : INFO : Epoch 2021 | loss: 0.0311417 | val_loss: 0.031154 | Time: 9967.35 ms [2022-04-03 15:31:27 main:574] : INFO : Epoch 2022 | loss: 0.031142 | val_loss: 0.0311551 | Time: 9873.93 ms [2022-04-03 15:31:37 main:574] : INFO : Epoch 2023 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 9769.35 ms [2022-04-03 15:31:47 main:574] : INFO : Epoch 2024 | loss: 0.0311421 | val_loss: 0.0311596 | Time: 10002.7 ms [2022-04-03 15:31:57 main:574] : INFO : Epoch 2025 | loss: 0.0311405 | val_loss: 0.0311563 | Time: 9823.05 ms [2022-04-03 15:32:07 main:574] : INFO : Epoch 2026 | loss: 0.0311397 | val_loss: 0.0311577 | Time: 10210.1 ms [2022-04-03 15:32:17 main:574] : INFO : Epoch 2027 | loss: 0.0311402 | val_loss: 0.0311611 | Time: 9885.68 ms [2022-04-03 15:32:27 main:574] : INFO : Epoch 2028 | loss: 0.0311409 | val_loss: 0.0311599 | Time: 9874.69 ms [2022-04-03 15:32:37 main:574] : INFO : Epoch 2029 | loss: 0.0311405 | val_loss: 0.0311671 | Time: 9794.15 ms [2022-04-03 15:32:46 main:574] : INFO : Epoch 2030 | loss: 0.0311427 | val_loss: 0.0311625 | Time: 9664.56 ms [2022-04-03 15:32:56 main:574] : INFO : Epoch 2031 | loss: 0.0311404 | val_loss: 0.031157 | Time: 9848.64 ms [2022-04-03 15:33:06 main:574] : INFO : Epoch 2032 | loss: 0.0311392 | val_loss: 0.0311576 | Time: 9960.15 ms [2022-04-03 15:33:17 main:574] : INFO : Epoch 2033 | loss: 0.0311404 | val_loss: 0.0311571 | Time: 10812.7 ms [2022-04-03 15:33:28 main:574] : INFO : Epoch 2034 | loss: 0.0311391 | val_loss: 0.0311548 | Time: 11366.3 ms [2022-04-03 15:33:40 main:574] : INFO : Epoch 2035 | loss: 0.0311427 | val_loss: 0.0311563 | Time: 11236.5 ms [2022-04-03 15:33:51 main:574] : INFO : Epoch 2036 | loss: 0.031141 | val_loss: 0.0311554 | Time: 11282.3 ms [2022-04-03 15:34:02 main:574] : INFO : Epoch 2037 | loss: 0.0311395 | val_loss: 0.0311571 | Time: 10959 ms [2022-04-03 15:34:12 main:574] : INFO : Epoch 2038 | loss: 0.031139 | val_loss: 0.0311615 | Time: 9755.95 ms [2022-04-03 15:34:21 main:574] : INFO : Epoch 2039 | loss: 0.031138 | val_loss: 0.0311548 | Time: 9720.93 ms [2022-04-03 15:34:31 main:574] : INFO : Epoch 2040 | loss: 0.0311374 | val_loss: 0.0311583 | Time: 9741.85 ms [2022-04-03 15:34:41 main:574] : INFO : Epoch 2041 | loss: 0.0311384 | val_loss: 0.0311554 | Time: 9762.27 ms [2022-04-03 15:34:51 main:574] : INFO : Epoch 2042 | loss: 0.0311394 | val_loss: 0.0311569 | Time: 9956.19 ms [2022-04-03 15:35:01 main:574] : INFO : Epoch 2043 | loss: 0.0311394 | val_loss: 0.0311538 | Time: 9927.46 ms [2022-04-03 15:35:11 main:574] : INFO : Epoch 2044 | loss: 0.0311416 | val_loss: 0.0311571 | Time: 10133.2 ms [2022-04-03 15:35:21 main:574] : INFO : Epoch 2045 | loss: 0.0311417 | val_loss: 0.0311606 | Time: 9899.67 ms [2022-04-03 15:35:31 main:574] : INFO : Epoch 2046 | loss: 0.0311438 | val_loss: 0.0311564 | Time: 10259.3 ms [2022-04-03 15:35:41 main:574] : INFO : Epoch 2047 | loss: 0.0311422 | val_loss: 0.031163 | Time: 9847.37 ms [2022-04-03 15:35:51 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311591 | Time: 10070.9 ms [2022-04-03 15:35:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311591 [2022-04-03 15:35:51 main:603] : INFO : Saving end state to config to file [2022-04-03 15:35:51 main:608] : INFO : Success, exiting.. 15:35:51 (25256): 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)