Task 12973507
| Name | ParityModified-1647049270-31384-0_0 |
| Workunit | 10105290 |
| Created | 12 Mar 2022, 1:41:12 UTC |
| Sent | 20 Mar 2022, 5:33:42 UTC |
| Report deadline | 28 Mar 2022, 5:33:42 UTC |
| Received | 20 Mar 2022, 15:11:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16991 |
| Run time | 8 hours 20 min 22 sec |
| CPU time | 5 hours 40 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,305.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309869 | val_loss: 0.0313233 | Time: 14004.6 ms [2022-03-20 06:09:01 main:574] : INFO : Epoch 1543 | loss: 0.0309934 | val_loss: 0.0312886 | Time: 14282.9 ms [2022-03-20 06:09:15 main:574] : INFO : Epoch 1544 | loss: 0.0309917 | val_loss: 0.0313092 | Time: 14378.9 ms [2022-03-20 06:09:30 main:574] : INFO : Epoch 1545 | loss: 0.031001 | val_loss: 0.0312849 | Time: 14597.5 ms [2022-03-20 06:09:44 main:574] : INFO : Epoch 1546 | loss: 0.0310022 | val_loss: 0.0313286 | Time: 14411.5 ms [2022-03-20 06:09:59 main:574] : INFO : Epoch 1547 | loss: 0.0309972 | val_loss: 0.0313199 | Time: 14353.9 ms [2022-03-20 06:10:13 main:574] : INFO : Epoch 1548 | loss: 0.0310302 | val_loss: 0.0312835 | Time: 14270.4 ms [2022-03-20 06:10:28 main:574] : INFO : Epoch 1549 | loss: 0.0310129 | val_loss: 0.0313177 | Time: 14476 ms [2022-03-20 06:10:42 main:574] : INFO : Epoch 1550 | loss: 0.0310052 | val_loss: 0.031302 | Time: 14432.4 ms [2022-03-20 06:10:56 main:574] : INFO : Epoch 1551 | loss: 0.0310021 | val_loss: 0.031313 | Time: 14452.2 ms [2022-03-20 06:11:11 main:574] : INFO : Epoch 1552 | loss: 0.0309952 | val_loss: 0.0313055 | Time: 14452.8 ms [2022-03-20 06:11:25 main:574] : INFO : Epoch 1553 | loss: 0.0309947 | val_loss: 0.0312777 | Time: 14048.3 ms [2022-03-20 06:11:39 main:574] : INFO : Epoch 1554 | loss: 0.0309987 | val_loss: 0.0313284 | Time: 14282.8 ms [2022-03-20 06:11:54 main:574] : INFO : Epoch 1555 | loss: 0.0309945 | val_loss: 0.0312985 | Time: 14409.6 ms [2022-03-20 06:12:08 main:574] : INFO : Epoch 1556 | loss: 0.0309944 | val_loss: 0.0312898 | Time: 14207.5 ms [2022-03-20 06:12:22 main:574] : INFO : Epoch 1557 | loss: 0.0309907 | val_loss: 0.0313019 | Time: 14309.7 ms [2022-03-20 06:12:37 main:574] : INFO : Epoch 1558 | loss: 0.0309977 | val_loss: 0.0312819 | Time: 14289.8 ms [2022-03-20 06:12:51 main:574] : INFO : Epoch 1559 | loss: 0.0316483 | val_loss: 0.032415 | Time: 14383.3 ms [2022-03-20 06:13:05 main:574] : INFO : Epoch 1560 | loss: 0.0439521 | val_loss: 0.0348374 | Time: 14188.5 ms [2022-03-20 06:13:20 main:574] : INFO : Epoch 1561 | loss: 0.0363052 | val_loss: 0.0320868 | Time: 14272.5 ms [2022-03-20 06:13:34 main:574] : INFO : Epoch 1562 | loss: 0.0317959 | val_loss: 0.0315225 | Time: 14335.5 ms [2022-03-20 06:13:48 main:574] : INFO : Epoch 1563 | loss: 0.0313535 | val_loss: 0.0313076 | Time: 14376.5 ms [2022-03-20 06:14:03 main:574] : INFO : Epoch 1564 | loss: 0.0312794 | val_loss: 0.0312704 | Time: 14585.3 ms [2022-03-20 06:14:17 main:574] : INFO : Epoch 1565 | loss: 0.0312645 | val_loss: 0.0312608 | Time: 14136.1 ms [2022-03-20 06:14:31 main:574] : INFO : Epoch 1566 | loss: 0.0312595 | val_loss: 0.0312583 | Time: 14157.2 ms [2022-03-20 06:14:46 main:574] : INFO : Epoch 1567 | loss: 0.031257 | val_loss: 0.0312558 | Time: 14397.6 ms [2022-03-20 06:15:00 main:574] : INFO : Epoch 1568 | loss: 0.0312554 | val_loss: 0.031255 | Time: 14278.1 ms [2022-03-20 06:15:14 main:574] : INFO : Epoch 1569 | loss: 0.0312546 | val_loss: 0.031254 | Time: 14387.9 ms [2022-03-20 06:15:29 main:574] : INFO : Epoch 1570 | loss: 0.0312537 | val_loss: 0.0312536 | Time: 14436.1 ms [2022-03-20 06:15:43 main:574] : INFO : Epoch 1571 | loss: 0.031253 | val_loss: 0.0312527 | Time: 14245.7 ms [2022-03-20 06:15:57 main:574] : INFO : Epoch 1572 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 14220.3 ms [2022-03-20 06:16:12 main:574] : INFO : Epoch 1573 | loss: 0.0312524 | val_loss: 0.0312525 | Time: 14285.8 ms [2022-03-20 06:16:26 main:574] : INFO : Epoch 1574 | loss: 0.0312526 | val_loss: 0.0312527 | Time: 14341.7 ms [2022-03-20 06:16:40 main:574] : INFO : Epoch 1575 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 14235.3 ms [2022-03-20 06:16:55 main:574] : INFO : Epoch 1576 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 14521 ms [2022-03-20 06:17:09 main:574] : INFO : Epoch 1577 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 14310 ms [2022-03-20 06:17:23 main:574] : INFO : Epoch 1578 | loss: 0.0312518 | val_loss: 0.0312526 | Time: 14347.9 ms [2022-03-20 06:17:38 main:574] : INFO : Epoch 1579 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 14398 ms [2022-03-20 06:17:52 main:574] : INFO : Epoch 1580 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 14299.8 ms [2022-03-20 06:18:07 main:574] : INFO : Epoch 1581 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 14436.1 ms [2022-03-20 06:18:21 main:574] : INFO : Epoch 1582 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 14203.9 ms [2022-03-20 06:18:35 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 14013.2 ms [2022-03-20 06:18:49 main:574] : INFO : Epoch 1584 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 14235.9 ms [2022-03-20 06:19:03 main:574] : INFO : Epoch 1585 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 14247.7 ms [2022-03-20 06:19:18 main:574] : INFO : Epoch 1586 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 14427.1 ms [2022-03-20 06:19:32 main:574] : INFO : Epoch 1587 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 14202.7 ms [2022-03-20 06:19:47 main:574] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 14439.5 ms [2022-03-20 06:20:01 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 14336.6 ms [2022-03-20 06:20:15 main:574] : INFO : Epoch 1590 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 14324.9 ms [2022-03-20 06:20:30 main:574] : INFO : Epoch 1591 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 14400.5 ms [2022-03-20 06:20:44 main:574] : INFO : Epoch 1592 | loss: 0.031251 | val_loss: 0.0312505 | Time: 14298.9 ms [2022-03-20 06:21:01 main:574] : INFO : Epoch 1593 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 16857.8 ms [2022-03-20 06:21:16 main:574] : INFO : Epoch 1594 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 15111.4 ms [2022-03-20 06:21:32 main:574] : INFO : Epoch 1595 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 16279.4 ms [2022-03-20 06:21:48 main:574] : INFO : Epoch 1596 | loss: 0.0312509 | val_loss: 0.031251 | Time: 15721.8 ms [2022-03-20 06:22:03 main:574] : INFO : Epoch 1597 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 15241.7 ms [2022-03-20 06:22:18 main:574] : INFO : Epoch 1598 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 14499.6 ms [2022-03-20 06:22:32 main:574] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 14486.7 ms [2022-03-20 06:22:47 main:574] : INFO : Epoch 1600 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 14443.1 ms [2022-03-20 06:23:02 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 14761.7 ms [2022-03-20 06:23:16 main:574] : INFO : Epoch 1602 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 14335.4 ms [2022-03-20 06:23:31 main:574] : INFO : Epoch 1603 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 14648.7 ms [2022-03-20 06:23:45 main:574] : INFO : Epoch 1604 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 14266.9 ms [2022-03-20 06:23:59 main:574] : INFO : Epoch 1605 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 14329 ms [2022-03-20 06:24:14 main:574] : INFO : Epoch 1606 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 14528.6 ms [2022-03-20 06:24:28 main:574] : INFO : Epoch 1607 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 14208.9 ms [2022-03-20 06:24:43 main:574] : INFO : Epoch 1608 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 14400.9 ms [2022-03-20 06:24:57 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 14370.9 ms [2022-03-20 06:25:11 main:574] : INFO : Epoch 1610 | loss: 0.031251 | val_loss: 0.0312505 | Time: 14480.2 ms [2022-03-20 06:25:26 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 14382.1 ms [2022-03-20 06:25:40 main:574] : INFO : Epoch 1612 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 14072.7 ms [2022-03-20 06:25:54 main:574] : INFO : Epoch 1613 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 14076.4 ms [2022-03-20 06:26:08 main:574] : INFO : Epoch 1614 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14056.2 ms [2022-03-20 06:26:23 main:574] : INFO : Epoch 1615 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 14551 ms [2022-03-20 06:26:37 main:574] : INFO : Epoch 1616 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 14443.6 ms [2022-03-20 06:26:51 main:574] : INFO : Epoch 1617 | loss: 0.0312515 | val_loss: 0.031251 | Time: 14223.1 ms [2022-03-20 06:27:06 main:574] : INFO : Epoch 1618 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14259.9 ms [2022-03-20 06:27:20 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 14425.8 ms [2022-03-20 06:27:34 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.031251 | Time: 13915.6 ms [2022-03-20 06:27:48 main:574] : INFO : Epoch 1621 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 14201.7 ms [2022-03-20 06:28:03 main:574] : INFO : Epoch 1622 | loss: 0.0312513 | val_loss: 0.0312535 | Time: 14710.2 ms [2022-03-20 06:28:17 main:574] : INFO : Epoch 1623 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 14305.9 ms [2022-03-20 06:28:31 main:574] : INFO : Epoch 1624 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 14010.9 ms [2022-03-20 06:28:46 main:574] : INFO : Epoch 1625 | loss: 0.0312507 | val_loss: 0.031252 | Time: 14576.1 ms [2022-03-20 06:29:00 main:574] : INFO : Epoch 1626 | loss: 0.031251 | val_loss: 0.0312547 | Time: 14224.2 ms [2022-03-20 06:29:15 main:574] : INFO : Epoch 1627 | loss: 0.0312525 | val_loss: 0.0312512 | Time: 14370.1 ms [2022-03-20 06:29:29 main:574] : INFO : Epoch 1628 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 14272.2 ms [2022-03-20 06:29:43 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14269.6 ms [2022-03-20 06:29:58 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.031251 | Time: 14467.4 ms [2022-03-20 06:30:12 main:574] : INFO : Epoch 1631 | loss: 0.031251 | val_loss: 0.0312504 | Time: 14426.2 ms [2022-03-20 06:30:26 main:574] : INFO : Epoch 1632 | loss: 0.0312507 | val_loss: 0.0312533 | Time: 14161.4 ms [2022-03-20 06:30:41 main:574] : INFO : Epoch 1633 | loss: 0.0312521 | val_loss: 0.031254 | Time: 14238.6 ms [2022-03-20 06:30:55 main:574] : INFO : Epoch 1634 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14130.5 ms [2022-03-20 06:31:09 main:574] : INFO : Epoch 1635 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 14542.9 ms [2022-03-20 06:31:24 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 14278.5 ms [2022-03-20 06:31:38 main:574] : INFO : Epoch 1637 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 14140.8 ms [2022-03-20 06:31:53 main:574] : INFO : Epoch 1638 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 14733.4 ms [2022-03-20 06:32:07 main:574] : INFO : Epoch 1639 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 14385.6 ms [2022-03-20 06:32:21 main:574] : INFO : Epoch 1640 | loss: 0.031252 | val_loss: 0.0312509 | Time: 14197.9 ms [2022-03-20 06:32:36 main:574] : INFO : Epoch 1641 | loss: 0.031251 | val_loss: 0.0312528 | Time: 14325.6 ms [2022-03-20 06:32:50 main:574] : INFO : Epoch 1642 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 14385.5 ms [2022-03-20 06:33:05 main:574] : INFO : Epoch 1643 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 14606.9 ms [2022-03-20 06:33:19 main:574] : INFO : Epoch 1644 | loss: 0.031251 | val_loss: 0.0312508 | Time: 14408.3 ms [2022-03-20 06:33:33 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14295.3 ms [2022-03-20 06:33:48 main:574] : INFO : Epoch 1646 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 14284.1 ms [2022-03-20 06:34:02 main:574] : INFO : Epoch 1647 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 14220.4 ms [2022-03-20 06:34:16 main:574] : INFO : Epoch 1648 | loss: 0.03125 | val_loss: 0.0312506 | Time: 14171.4 ms [2022-03-20 06:34:30 main:574] : INFO : Epoch 1649 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 14272.9 ms [2022-03-20 06:34:45 main:574] : INFO : Epoch 1650 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 14279 ms [2022-03-20 06:34:59 main:574] : INFO : Epoch 1651 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 14267.7 ms [2022-03-20 06:35:13 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14462.1 ms [2022-03-20 06:35:28 main:574] : INFO : Epoch 1653 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 14334.3 ms [2022-03-20 06:35:42 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14409.3 ms [2022-03-20 06:35:57 main:574] : INFO : Epoch 1655 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 15026.4 ms [2022-03-20 06:36:14 main:574] : INFO : Epoch 1656 | loss: 0.0312521 | val_loss: 0.0312553 | Time: 16711.3 ms [2022-03-20 06:36:29 main:574] : INFO : Epoch 1657 | loss: 0.0312518 | val_loss: 0.0312532 | Time: 14574.3 ms [2022-03-20 06:36:43 main:574] : INFO : Epoch 1658 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 14194 ms [2022-03-20 06:36:57 main:574] : INFO : Epoch 1659 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 14308.8 ms [2022-03-20 06:37:12 main:574] : INFO : Epoch 1660 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14487.1 ms [2022-03-20 06:37:26 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312507 | Time: 14541.1 ms [2022-03-20 06:37:41 main:574] : INFO : Epoch 1662 | loss: 0.0312511 | val_loss: 0.031251 | Time: 14756.8 ms [2022-03-20 06:37:56 main:574] : INFO : Epoch 1663 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 14531.1 ms [2022-03-20 06:38:10 main:574] : INFO : Epoch 1664 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 14331.5 ms [2022-03-20 06:38:24 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 14119.9 ms [2022-03-20 06:38:38 main:574] : INFO : Epoch 1666 | loss: 0.031251 | val_loss: 0.0312515 | Time: 14249.7 ms [2022-03-20 06:38:53 main:574] : INFO : Epoch 1667 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 14082.4 ms [2022-03-20 06:39:08 main:574] : INFO : Epoch 1668 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 14957.2 ms [2022-03-20 06:39:22 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14735.8 ms [2022-03-20 06:39:38 main:574] : INFO : Epoch 1670 | loss: 0.0312507 | val_loss: 0.0312533 | Time: 15789.7 ms [2022-03-20 06:39:53 main:574] : INFO : Epoch 1671 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 15180.5 ms [2022-03-20 06:40:08 main:574] : INFO : Epoch 1672 | loss: 0.03125 | val_loss: 0.0312504 | Time: 14700.2 ms [2022-03-20 06:40:23 main:574] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312506 | Time: 15293.1 ms [2022-03-20 06:40:38 main:574] : INFO : Epoch 1674 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 14471.8 ms [2022-03-20 06:40:52 main:574] : INFO : Epoch 1675 | loss: 0.0312514 | val_loss: 0.031253 | Time: 14417.5 ms [2022-03-20 06:41:07 main:574] : INFO : Epoch 1676 | loss: 0.0312524 | val_loss: 0.0312512 | Time: 14317.5 ms [2022-03-20 06:41:21 main:574] : INFO : Epoch 1677 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 14228.6 ms [2022-03-20 06:41:38 main:574] : INFO : Epoch 1678 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 16257.5 ms [2022-03-20 06:41:52 main:574] : INFO : Epoch 1679 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 14214 ms [2022-03-20 06:42:07 main:574] : INFO : Epoch 1680 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 14753.1 ms [2022-03-20 06:42:20 main:574] : INFO : Epoch 1681 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 13815.3 ms [2022-03-20 06:42:36 main:574] : INFO : Epoch 1682 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 15062.8 ms [2022-03-20 06:42:50 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 14464.6 ms [2022-03-20 06:43:06 main:574] : INFO : Epoch 1684 | loss: 0.0312517 | val_loss: 0.031253 | Time: 15464.7 ms [2022-03-20 06:43:20 main:574] : INFO : Epoch 1685 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 14364.2 ms [2022-03-20 06:43:34 main:574] : INFO : Epoch 1686 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 14255.8 ms [2022-03-20 06:43:49 main:574] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 14569.7 ms [2022-03-20 06:44:03 main:574] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 14330.9 ms [2022-03-20 06:44:18 main:574] : INFO : Epoch 1689 | loss: 0.031251 | val_loss: 0.0312504 | Time: 14164.6 ms [2022-03-20 06:44:32 main:574] : INFO : Epoch 1690 | loss: 0.031251 | val_loss: 0.0312506 | Time: 14424.1 ms [2022-03-20 06:44:46 main:574] : INFO : Epoch 1691 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14315.7 ms [2022-03-20 06:45:00 main:574] : INFO : Epoch 1692 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 14118 ms [2022-03-20 06:45:15 main:574] : INFO : Epoch 1693 | loss: 0.0312533 | val_loss: 0.0312562 | Time: 14357 ms [2022-03-20 06:45:29 main:574] : INFO : Epoch 1694 | loss: 0.031252 | val_loss: 0.0312529 | Time: 14350.5 ms [2022-03-20 06:45:44 main:574] : INFO : Epoch 1695 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 14338.8 ms [2022-03-20 06:45:58 main:574] : INFO : Epoch 1696 | loss: 0.0312519 | val_loss: 0.031254 | Time: 14419.3 ms [2022-03-20 06:46:12 main:574] : INFO : Epoch 1697 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 14303 ms [2022-03-20 06:46:27 main:574] : INFO : Epoch 1698 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 14113.5 ms [2022-03-20 06:46:41 main:574] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 14007.7 ms [2022-03-20 06:46:55 main:574] : INFO : Epoch 1700 | loss: 0.0312512 | val_loss: 0.031252 | Time: 14686.6 ms [2022-03-20 06:47:10 main:574] : INFO : Epoch 1701 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 14945.4 ms [2022-03-20 06:47:24 main:574] : INFO : Epoch 1702 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 14219.6 ms [2022-03-20 06:47:39 main:574] : INFO : Epoch 1703 | loss: 0.0312503 | val_loss: 0.031251 | Time: 14105.2 ms [2022-03-20 06:47:53 main:574] : INFO : Epoch 1704 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 14364 ms [2022-03-20 06:48:07 main:574] : INFO : Epoch 1705 | loss: 0.031252 | val_loss: 0.0312531 | Time: 14278.5 ms [2022-03-20 06:48:22 main:574] : INFO : Epoch 1706 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 14253.2 ms [2022-03-20 06:48:36 main:574] : INFO : Epoch 1707 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 14271.3 ms [2022-03-20 06:48:50 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 14369.7 ms [2022-03-20 06:49:04 main:574] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 14276.6 ms [2022-03-20 06:49:19 main:574] : INFO : Epoch 1710 | loss: 0.031251 | val_loss: 0.0312531 | Time: 14392 ms [2022-03-20 06:49:33 main:574] : INFO : Epoch 1711 | loss: 0.031251 | val_loss: 0.0312517 | Time: 14126.9 ms [2022-03-20 06:49:47 main:574] : INFO : Epoch 1712 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 13907.3 ms [2022-03-20 06:50:01 main:574] : INFO : Epoch 1713 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14426.3 ms [2022-03-20 06:50:15 main:574] : INFO : Epoch 1714 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 13669.2 ms [2022-03-20 06:50:30 main:574] : INFO : Epoch 1715 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14587.3 ms [2022-03-20 06:50:44 main:574] : INFO : Epoch 1716 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 14391.3 ms [2022-03-20 06:50:59 main:574] : INFO : Epoch 1717 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 14691 ms [2022-03-20 06:51:13 main:574] : INFO : Epoch 1718 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 14345.7 ms [2022-03-20 06:51:28 main:574] : INFO : Epoch 1719 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 14171.8 ms [2022-03-20 06:51:42 main:574] : INFO : Epoch 1720 | loss: 0.03125 | val_loss: 0.031253 | Time: 14596.8 ms [2022-03-20 06:51:56 main:574] : INFO : Epoch 1721 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 14298.1 ms [2022-03-20 06:52:11 main:574] : INFO : Epoch 1722 | loss: 0.031251 | val_loss: 0.0312509 | Time: 14225.2 ms [2022-03-20 06:52:25 main:574] : INFO : Epoch 1723 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 14394 ms [2022-03-20 06:52:39 main:574] : INFO : Epoch 1724 | loss: 0.031251 | val_loss: 0.0312505 | Time: 14297.4 ms [2022-03-20 06:52:54 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 14212 ms [2022-03-20 06:53:08 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 14334.1 ms [2022-03-20 06:53:22 main:574] : INFO : Epoch 1727 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 14221.9 ms [2022-03-20 06:53:37 main:574] : INFO : Epoch 1728 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 14485.6 ms [2022-03-20 06:53:51 main:574] : INFO : Epoch 1729 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 14363.7 ms [2022-03-20 06:54:06 main:574] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 14409.8 ms [2022-03-20 06:54:20 main:574] : INFO : Epoch 1731 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 14275.7 ms [2022-03-20 06:54:34 main:574] : INFO : Epoch 1732 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 14249.5 ms [2022-03-20 06:54:49 main:574] : INFO : Epoch 1733 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 14412.3 ms [2022-03-20 06:55:03 main:574] : INFO : Epoch 1734 | loss: 0.031252 | val_loss: 0.0312547 | Time: 14083.2 ms [2022-03-20 06:55:17 main:574] : INFO : Epoch 1735 | loss: 0.0312531 | val_loss: 0.0312579 | Time: 14239.1 ms [2022-03-20 06:55:31 main:574] : INFO : Epoch 1736 | loss: 0.0312533 | val_loss: 0.0312507 | Time: 14348.8 ms [2022-03-20 06:55:46 main:574] : INFO : Epoch 1737 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 14264.9 ms [2022-03-20 06:56:00 main:574] : INFO : Epoch 1738 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 14454.6 ms [2022-03-20 06:56:14 main:574] : INFO : Epoch 1739 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14334.7 ms [2022-03-20 06:56:29 main:574] : INFO : Epoch 1740 | loss: 0.031251 | val_loss: 0.0312502 | Time: 14250.9 ms [2022-03-20 06:56:44 main:574] : INFO : Epoch 1741 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 15454.1 ms [2022-03-20 06:56:58 main:574] : INFO : Epoch 1742 | loss: 0.0312514 | val_loss: 0.031253 | Time: 13806.5 ms [2022-03-20 06:57:12 main:574] : INFO : Epoch 1743 | loss: 0.0312523 | val_loss: 0.0312514 | Time: 14220.1 ms [2022-03-20 06:57:26 main:574] : INFO : Epoch 1744 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 14317.7 ms [2022-03-20 06:57:41 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 14211.5 ms [2022-03-20 06:57:55 main:574] : INFO : Epoch 1746 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 14197.8 ms [2022-03-20 06:58:09 main:574] : INFO : Epoch 1747 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 14219.5 ms [2022-03-20 06:58:24 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.0312507 | Time: 14720.1 ms [2022-03-20 06:58:38 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 14050.7 ms [2022-03-20 06:58:52 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14077 ms [2022-03-20 06:59:06 main:574] : INFO : Epoch 1751 | loss: 0.031251 | val_loss: 0.031253 | Time: 14167.1 ms [2022-03-20 06:59:21 main:574] : INFO : Epoch 1752 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 14304.5 ms [2022-03-20 06:59:35 main:574] : INFO : Epoch 1753 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 14308.1 ms [2022-03-20 06:59:49 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 14106.2 ms [2022-03-20 07:00:03 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 13952.5 ms [2022-03-20 07:00:18 main:574] : INFO : Epoch 1756 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14648 ms [2022-03-20 07:00:32 main:574] : INFO : Epoch 1757 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 14163.6 ms [2022-03-20 07:00:47 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312509 | Time: 14505.1 ms [2022-03-20 07:01:01 main:574] : INFO : Epoch 1759 | loss: 0.0312511 | val_loss: 0.031251 | Time: 14256.2 ms [2022-03-20 07:01:15 main:574] : INFO : Epoch 1760 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 14381.8 ms [2022-03-20 07:01:30 main:574] : INFO : Epoch 1761 | loss: 0.0312516 | val_loss: 0.0312549 | Time: 14542.7 ms [2022-03-20 07:01:44 main:574] : INFO : Epoch 1762 | loss: 0.031252 | val_loss: 0.0312511 | Time: 14425.3 ms [2022-03-20 07:01:58 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 14185.4 ms [2022-03-20 07:02:13 main:574] : INFO : Epoch 1764 | loss: 0.0312526 | val_loss: 0.0312541 | Time: 14457.2 ms [2022-03-20 07:02:27 main:574] : INFO : Epoch 1765 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 14276.4 ms [2022-03-20 07:02:42 main:574] : INFO : Epoch 1766 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 14515.8 ms [2022-03-20 07:02:56 main:574] : INFO : Epoch 1767 | loss: 0.0312506 | val_loss: 0.0312533 | Time: 14244.5 ms [2022-03-20 07:03:10 main:574] : INFO : Epoch 1768 | loss: 0.0312532 | val_loss: 0.0312523 | Time: 14163.1 ms [2022-03-20 07:03:24 main:574] : INFO : Epoch 1769 | loss: 0.0312512 | val_loss: 0.0312524 | Time: 14204.4 ms [2022-03-20 07:03:39 main:574] : INFO : Epoch 1770 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 14215.1 ms [2022-03-20 07:03:53 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 14260.9 ms [2022-03-20 07:04:07 main:574] : INFO : Epoch 1772 | loss: 0.0312515 | val_loss: 0.0312526 | Time: 14175 ms [2022-03-20 07:04:22 main:574] : INFO : Epoch 1773 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 14477.7 ms [2022-03-20 07:04:36 main:574] : INFO : Epoch 1774 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14291.9 ms [2022-03-20 07:04:50 main:574] : INFO : Epoch 1775 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 14226.8 ms [2022-03-20 07:05:05 main:574] : INFO : Epoch 1776 | loss: 0.031251 | val_loss: 0.0312543 | Time: 14421.1 ms [2022-03-20 07:05:19 main:574] : INFO : Epoch 1777 | loss: 0.031251 | val_loss: 0.0312504 | Time: 14572.8 ms [2022-03-20 07:05:33 main:574] : INFO : Epoch 1778 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14337.6 ms [2022-03-20 07:05:48 main:574] : INFO : Epoch 1779 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 14420.8 ms [2022-03-20 07:06:02 main:574] : INFO : Epoch 1780 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 14554.5 ms [2022-03-20 07:06:17 main:574] : INFO : Epoch 1781 | loss: 0.031251 | val_loss: 0.0312505 | Time: 14165.8 ms [2022-03-20 07:06:31 main:574] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 14151.6 ms [2022-03-20 07:06:45 main:574] : INFO : Epoch 1783 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 14308.3 ms [2022-03-20 07:07:00 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 14438.8 ms [2022-03-20 07:07:14 main:574] : INFO : Epoch 1785 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 14275.6 ms [2022-03-20 07:07:28 main:574] : INFO : Epoch 1786 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 14465.1 ms [2022-03-20 07:07:43 main:574] : INFO : Epoch 1787 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 14215.6 ms [2022-03-20 07:07:57 main:574] : INFO : Epoch 1788 | loss: 0.0312513 | val_loss: 0.0312536 | Time: 14326.5 ms [2022-03-20 07:08:11 main:574] : INFO : Epoch 1789 | loss: 0.0312538 | val_loss: 0.0312629 | Time: 14120.4 ms [2022-03-20 07:08:25 main:574] : INFO : Epoch 1790 | loss: 0.0312526 | val_loss: 0.0312516 | Time: 14243.2 ms [2022-03-20 07:08:40 main:574] : INFO : Epoch 1791 | loss: 0.0312523 | val_loss: 0.031253 | Time: 14234.9 ms [2022-03-20 07:08:54 main:574] : INFO : Epoch 1792 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 14303.3 ms [2022-03-20 07:09:08 main:574] : INFO : Epoch 1793 | loss: 0.031251 | val_loss: 0.0312504 | Time: 14281.3 ms [2022-03-20 07:09:22 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14135.4 ms [2022-03-20 07:09:37 main:574] : INFO : Epoch 1795 | loss: 0.0312503 | val_loss: 0.031251 | Time: 14272.9 ms [2022-03-20 07:09:51 main:574] : INFO : Epoch 1796 | loss: 0.0312509 | val_loss: 0.031251 | Time: 14407.8 ms [2022-03-20 07:10:05 main:574] : INFO : Epoch 1797 | loss: 0.0312511 | val_loss: 0.0312532 | Time: 14315.7 ms [2022-03-20 07:10:19 main:574] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 13987.8 ms [2022-03-20 07:10:34 main:574] : INFO : Epoch 1799 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 14284.3 ms [2022-03-20 07:10:48 main:574] : INFO : Epoch 1800 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 14230.1 ms [2022-03-20 07:11:02 main:574] : INFO : Epoch 1801 | loss: 0.031251 | val_loss: 0.031251 | Time: 14148 ms [2022-03-20 07:11:16 main:574] : INFO : Epoch 1802 | loss: 0.0312519 | val_loss: 0.0312537 | Time: 14047.2 ms [2022-03-20 07:11:31 main:574] : INFO : Epoch 1803 | loss: 0.0312513 | val_loss: 0.0312546 | Time: 14242 ms [2022-03-20 07:11:46 main:574] : INFO : Epoch 1804 | loss: 0.0312519 | val_loss: 0.031251 | Time: 15736.8 ms [2022-03-20 07:12:02 main:574] : INFO : Epoch 1805 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 16116.5 ms [2022-03-20 07:12:17 main:574] : INFO : Epoch 1806 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 13977.6 ms [2022-03-20 07:12:31 main:574] : INFO : Epoch 1807 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 14482.7 ms [2022-03-20 07:12:45 main:574] : INFO : Epoch 1808 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 14258.4 ms [2022-03-20 07:12:59 main:574] : INFO : Epoch 1809 | loss: 0.031252 | val_loss: 0.0312517 | Time: 13604.2 ms [2022-03-20 07:13:13 main:574] : INFO : Epoch 1810 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 14274.3 ms [2022-03-20 07:13:28 main:574] : INFO : Epoch 1811 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 14318.4 ms [2022-03-20 07:13:42 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 14339.8 ms [2022-03-20 07:13:56 main:574] : INFO : Epoch 1813 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 14172 ms [2022-03-20 07:14:10 main:574] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.031252 | Time: 13942.9 ms [2022-03-20 07:14:25 main:574] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 14810.6 ms [2022-03-20 07:14:39 main:574] : INFO : Epoch 1816 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 13640.8 ms [2022-03-20 07:14:53 main:574] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 14060.4 ms [2022-03-20 07:15:07 main:574] : INFO : Epoch 1818 | loss: 0.03125 | val_loss: 0.0312512 | Time: 14022.3 ms [2022-03-20 07:15:21 main:574] : INFO : Epoch 1819 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 14244.5 ms [2022-03-20 07:15:35 main:574] : INFO : Epoch 1820 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 14156.4 ms [2022-03-20 07:15:49 main:574] : INFO : Epoch 1821 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 14300.7 ms [2022-03-20 07:16:04 main:574] : INFO : Epoch 1822 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 14292.3 ms [2022-03-20 07:16:18 main:574] : INFO : Epoch 1823 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 14075.4 ms [2022-03-20 07:16:32 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 14469.7 ms [2022-03-20 07:16:46 main:574] : INFO : Epoch 1825 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 13974.5 ms [2022-03-20 07:17:01 main:574] : INFO : Epoch 1826 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 14469.4 ms [2022-03-20 07:17:15 main:574] : INFO : Epoch 1827 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 14210.3 ms [2022-03-20 07:17:30 main:574] : INFO : Epoch 1828 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 14894.9 ms [2022-03-20 07:17:45 main:574] : INFO : Epoch 1829 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 14390.2 ms [2022-03-20 07:17:59 main:574] : INFO : Epoch 1830 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 14325.1 ms [2022-03-20 07:18:13 main:574] : INFO : Epoch 1831 | loss: 0.0312529 | val_loss: 0.0312547 | Time: 14433 ms [2022-03-20 07:18:28 main:574] : INFO : Epoch 1832 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 14321.9 ms [2022-03-20 07:18:42 main:574] : INFO : Epoch 1833 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 14200.6 ms [2022-03-20 07:18:57 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 14622.3 ms [2022-03-20 07:19:11 main:574] : INFO : Epoch 1835 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 14202.7 ms [2022-03-20 07:19:25 main:574] : INFO : Epoch 1836 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14230.9 ms [2022-03-20 07:19:39 main:574] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312507 | Time: 14090 ms [2022-03-20 07:19:53 main:574] : INFO : Epoch 1838 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 14205.3 ms [2022-03-20 07:20:08 main:574] : INFO : Epoch 1839 | loss: 0.031251 | val_loss: 0.0312512 | Time: 14377.3 ms [2022-03-20 07:20:22 main:574] : INFO : Epoch 1840 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 14227.2 ms [2022-03-20 07:20:36 main:574] : INFO : Epoch 1841 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 14318.7 ms [2022-03-20 07:20:51 main:574] : INFO : Epoch 1842 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 14363.8 ms [2022-03-20 07:21:05 main:574] : INFO : Epoch 1843 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 14704.6 ms [2022-03-20 07:21:20 main:574] : INFO : Epoch 1844 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 14366.4 ms [2022-03-20 07:21:34 main:574] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 14163.6 ms [2022-03-20 07:21:48 main:574] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 14249.8 ms [2022-03-20 07:22:02 main:574] : INFO : Epoch 1847 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 14283.4 ms [2022-03-20 07:22:17 main:574] : INFO : Epoch 1848 | loss: 0.031251 | val_loss: 0.0312515 | Time: 14198.5 ms [2022-03-20 07:22:31 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 14376.7 ms [2022-03-20 07:22:45 main:574] : INFO : Epoch 1850 | loss: 0.031251 | val_loss: 0.0312502 | Time: 14289.6 ms [2022-03-20 07:23:00 main:574] : INFO : Epoch 1851 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 14225.5 ms [2022-03-20 07:23:14 main:574] : INFO : Epoch 1852 | loss: 0.0312524 | val_loss: 0.0312511 | Time: 14536.8 ms [2022-03-20 07:23:29 main:574] : INFO : Epoch 1853 | loss: 0.0312515 | val_loss: 0.031251 | Time: 15046.6 ms [2022-03-20 07:23:44 main:574] : INFO : Epoch 1854 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 14306.2 ms [2022-03-20 07:23:58 main:574] : INFO : Epoch 1855 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 14803.4 ms [2022-03-20 07:24:13 main:574] : INFO : Epoch 1856 | loss: 0.0312527 | val_loss: 0.0312509 | Time: 14229.2 ms [2022-03-20 07:24:27 main:574] : INFO : Epoch 1857 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14369 ms [2022-03-20 07:24:41 main:574] : INFO : Epoch 1858 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 13722.1 ms [2022-03-20 07:24:55 main:574] : INFO : Epoch 1859 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14483.7 ms [2022-03-20 07:25:10 main:574] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 14399.1 ms [2022-03-20 07:25:24 main:574] : INFO : Epoch 1861 | loss: 0.0312512 | val_loss: 0.031254 | Time: 14092.3 ms [2022-03-20 07:25:38 main:574] : INFO : Epoch 1862 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 14527 ms [2022-03-20 07:25:52 main:574] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 13896.7 ms [2022-03-20 07:26:06 main:574] : INFO : Epoch 1864 | loss: 0.0312519 | val_loss: 0.0312585 | Time: 14016.4 ms [2022-03-20 07:26:21 main:574] : INFO : Epoch 1865 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 14122.4 ms [2022-03-20 07:26:36 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 15339.4 ms [2022-03-20 07:26:52 main:574] : INFO : Epoch 1867 | loss: 0.031251 | val_loss: 0.0312502 | Time: 15907.5 ms [2022-03-20 07:27:06 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 14364.6 ms [2022-03-20 07:27:21 main:574] : INFO : Epoch 1869 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 14534.6 ms [2022-03-20 07:27:36 main:574] : INFO : Epoch 1870 | loss: 0.031251 | val_loss: 0.0312503 | Time: 14742.5 ms [2022-03-20 07:27:50 main:574] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14323.2 ms [2022-03-20 07:28:05 main:574] : INFO : Epoch 1872 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 15040.5 ms [2022-03-20 07:28:20 main:574] : INFO : Epoch 1873 | loss: 0.0312529 | val_loss: 0.0312527 | Time: 14478.7 ms [2022-03-20 07:28:34 main:574] : INFO : Epoch 1874 | loss: 0.0312523 | val_loss: 0.0312544 | Time: 14445.4 ms [2022-03-20 07:28:48 main:574] : INFO : Epoch 1875 | loss: 0.0312536 | val_loss: 0.0312507 | Time: 14352.2 ms [2022-03-20 07:29:03 main:574] : INFO : Epoch 1876 | loss: 0.0312518 | val_loss: 0.0312533 | Time: 14240.1 ms [2022-03-20 07:29:17 main:574] : INFO : Epoch 1877 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 14361.4 ms [2022-03-20 07:29:31 main:574] : INFO : Epoch 1878 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 14403.9 ms [2022-03-20 07:29:46 main:574] : INFO : Epoch 1879 | loss: 0.031253 | val_loss: 0.0312532 | Time: 14279.7 ms [2022-03-20 07:30:00 main:574] : INFO : Epoch 1880 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 14183 ms [2022-03-20 07:30:15 main:574] : INFO : Epoch 1881 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 14433.4 ms [2022-03-20 07:30:29 main:574] : INFO : Epoch 1882 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 14163.9 ms [2022-03-20 07:30:44 main:574] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 15618.2 ms [2022-03-20 07:30:59 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 14076 ms [2022-03-20 07:31:13 main:574] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 14408.5 ms [2022-03-20 07:31:28 main:574] : INFO : Epoch 1886 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 14610.4 ms [2022-03-20 07:31:42 main:574] : INFO : Epoch 1887 | loss: 0.031252 | val_loss: 0.0312512 | Time: 14206.2 ms [2022-03-20 07:31:56 main:574] : INFO : Epoch 1888 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 14116 ms [2022-03-20 07:32:11 main:574] : INFO : Epoch 1889 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 14441.5 ms [2022-03-20 07:32:25 main:574] : INFO : Epoch 1890 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 14040.4 ms [2022-03-20 07:32:40 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 15332.6 ms [2022-03-20 07:32:54 main:574] : INFO : Epoch 1892 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 14281 ms [2022-03-20 07:33:09 main:574] : INFO : Epoch 1893 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 14351.1 ms [2022-03-20 07:33:24 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15191.3 ms [2022-03-20 07:33:38 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 14462.5 ms [2022-03-20 07:33:53 main:574] : INFO : Epoch 1896 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 14374.1 ms [2022-03-20 07:34:06 main:574] : INFO : Epoch 1897 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 13324.2 ms [2022-03-20 07:34:21 main:574] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.0312532 | Time: 14451.3 ms [2022-03-20 07:34:35 main:574] : INFO : Epoch 1899 | loss: 0.0312537 | val_loss: 0.0312601 | Time: 14350.7 ms [2022-03-20 07:34:50 main:574] : INFO : Epoch 1900 | loss: 0.0312535 | val_loss: 0.0312569 | Time: 14538.2 ms [2022-03-20 07:35:04 main:574] : INFO : Epoch 1901 | loss: 0.0312538 | val_loss: 0.03126 | Time: 13939.5 ms [2022-03-20 07:35:18 main:574] : INFO : Epoch 1902 | loss: 0.0312525 | val_loss: 0.0312507 | Time: 13971.9 ms [2022-03-20 07:35:32 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14047.5 ms [2022-03-20 07:35:46 main:574] : INFO : Epoch 1904 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 14363.4 ms [2022-03-20 07:36:02 main:574] : INFO : Epoch 1905 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 15746.4 ms [2022-03-20 07:36:17 main:574] : INFO : Epoch 1906 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 14824.7 ms [2022-03-20 07:36:31 main:574] : INFO : Epoch 1907 | loss: 0.0312507 | val_loss: 0.031251 | Time: 14443.3 ms [2022-03-20 07:36:46 main:574] : INFO : Epoch 1908 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 14712.6 ms [2022-03-20 07:37:02 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 16139.6 ms [2022-03-20 07:37:17 main:574] : INFO : Epoch 1910 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 14423.1 ms [2022-03-20 07:37:31 main:574] : INFO : Epoch 1911 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 14084.6 ms [2022-03-20 07:37:45 main:574] : INFO : Epoch 1912 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 14110.3 ms [2022-03-20 07:37:59 main:574] : INFO : Epoch 1913 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 14264.3 ms [2022-03-20 07:38:13 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 14361.7 ms [2022-03-20 07:38:28 main:574] : INFO : Epoch 1915 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 14212.6 ms [2022-03-20 07:38:42 main:574] : INFO : Epoch 1916 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 14706.2 ms [2022-03-20 07:38:57 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 14359.2 ms [2022-03-20 07:39:11 main:574] : INFO : Epoch 1918 | loss: 0.0312515 | val_loss: 0.0312533 | Time: 14257.4 ms [2022-03-20 07:39:25 main:574] : INFO : Epoch 1919 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 14388.1 ms [2022-03-20 07:39:39 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 14047.6 ms [2022-03-20 07:39:54 main:574] : INFO : Epoch 1921 | loss: 0.0312518 | val_loss: 0.031252 | Time: 14573.1 ms [2022-03-20 07:40:09 main:574] : INFO : Epoch 1922 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 15295.5 ms [2022-03-20 07:40:26 main:574] : INFO : Epoch 1923 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 16093.6 ms [2022-03-20 07:40:41 main:574] : INFO : Epoch 1924 | loss: 0.0312513 | val_loss: 0.0312563 | Time: 15599.8 ms [2022-03-20 07:40:56 main:574] : INFO : Epoch 1925 | loss: 0.0312527 | val_loss: 0.0312505 | Time: 14751 ms [2022-03-20 07:41:10 main:574] : INFO : Epoch 1926 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 14330 ms [2022-03-20 07:41:25 main:574] : INFO : Epoch 1927 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 14414.3 ms [2022-03-20 07:41:40 main:574] : INFO : Epoch 1928 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 14803.4 ms [2022-03-20 07:41:54 main:574] : INFO : Epoch 1929 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 14214.4 ms [2022-03-20 07:42:08 main:574] : INFO : Epoch 1930 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 14082.4 ms [2022-03-20 07:42:22 main:574] : INFO : Epoch 1931 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 14365.4 ms [2022-03-20 07:42:36 main:574] : INFO : Epoch 1932 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 14179.1 ms [2022-03-20 07:42:51 main:574] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 14432.7 ms [2022-03-20 07:43:05 main:574] : INFO : Epoch 1934 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 14226.3 ms [2022-03-20 07:43:19 main:574] : INFO : Epoch 1935 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 14240.1 ms [2022-03-20 07:43:34 main:574] : INFO : Epoch 1936 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 14290.9 ms [2022-03-20 07:43:48 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 14376.3 ms [2022-03-20 07:44:03 main:574] : INFO : Epoch 1938 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 14308.3 ms [2022-03-20 07:44:17 main:574] : INFO : Epoch 1939 | loss: 0.0312518 | val_loss: 0.0312509 | Time: 14243.4 ms [2022-03-20 07:44:31 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.0312514 | Time: 14020.1 ms [2022-03-20 07:44:45 main:574] : INFO : Epoch 1941 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14396.4 ms [2022-03-20 07:44:59 main:574] : INFO : Epoch 1942 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14232.4 ms [2022-03-20 07:45:14 main:574] : INFO : Epoch 1943 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 14252.7 ms [2022-03-20 07:45:28 main:574] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 14258.7 ms [2022-03-20 07:45:42 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 14126.5 ms [2022-03-20 07:45:57 main:574] : INFO : Epoch 1946 | loss: 0.0312514 | val_loss: 0.0312525 | Time: 14420.2 ms [2022-03-20 07:46:11 main:574] : INFO : Epoch 1947 | loss: 0.0312516 | val_loss: 0.0312536 | Time: 14449.2 ms [2022-03-20 07:46:25 main:574] : INFO : Epoch 1948 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 14266 ms [2022-03-20 07:46:40 main:574] : INFO : Epoch 1949 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 14273.9 ms [2022-03-20 07:46:54 main:574] : INFO : Epoch 1950 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 14227 ms [2022-03-20 07:47:08 main:574] : INFO : Epoch 1951 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 14424.9 ms [2022-03-20 07:47:23 main:574] : INFO : Epoch 1952 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14250.5 ms [2022-03-20 07:47:37 main:574] : INFO : Epoch 1953 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 14554.9 ms [2022-03-20 07:47:52 main:574] : INFO : Epoch 1954 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 14702.8 ms [2022-03-20 07:48:06 main:574] : INFO : Epoch 1955 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 14279.4 ms [2022-03-20 07:48:20 main:574] : INFO : Epoch 1956 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 14228.6 ms [2022-03-20 07:48:35 main:574] : INFO : Epoch 1957 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 14238.9 ms [2022-03-20 07:48:49 main:574] : INFO : Epoch 1958 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 14242.5 ms [2022-03-20 07:49:03 main:574] : INFO : Epoch 1959 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 14219.8 ms [2022-03-20 07:49:17 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 14316.5 ms [2022-03-20 07:49:32 main:574] : INFO : Epoch 1961 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 14147.2 ms [2022-03-20 07:49:46 main:574] : INFO : Epoch 1962 | loss: 0.0312522 | val_loss: 0.0312506 | Time: 14262.7 ms [2022-03-20 07:50:00 main:574] : INFO : Epoch 1963 | loss: 0.0312524 | val_loss: 0.0312551 | Time: 14240.2 ms [2022-03-20 07:50:15 main:574] : INFO : Epoch 1964 | loss: 0.0312523 | val_loss: 0.0312507 | Time: 14328.7 ms [2022-03-20 07:50:29 main:574] : INFO : Epoch 1965 | loss: 0.0312504 | val_loss: 0.0312548 | Time: 13975.7 ms [2022-03-20 07:50:43 main:574] : INFO : Epoch 1966 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 14460.5 ms [2022-03-20 07:50:58 main:574] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 14887.7 ms [2022-03-20 07:51:12 main:574] : INFO : Epoch 1968 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 14201.4 ms [2022-03-20 07:51:26 main:574] : INFO : Epoch 1969 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 14207.7 ms [2022-03-20 07:51:41 main:574] : INFO : Epoch 1970 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14403.6 ms [2022-03-20 07:51:55 main:574] : INFO : Epoch 1971 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 14292.5 ms [2022-03-20 07:52:09 main:574] : INFO : Epoch 1972 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 14240.3 ms [2022-03-20 07:52:24 main:574] : INFO : Epoch 1973 | loss: 0.031251 | val_loss: 0.0312521 | Time: 14352.1 ms [2022-03-20 07:52:38 main:574] : INFO : Epoch 1974 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 14380 ms [2022-03-20 07:52:52 main:574] : INFO : Epoch 1975 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 14198.2 ms [2022-03-20 07:53:07 main:574] : INFO : Epoch 1976 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 14434.2 ms [2022-03-20 07:53:21 main:574] : INFO : Epoch 1977 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 14280.7 ms [2022-03-20 07:53:36 main:574] : INFO : Epoch 1978 | loss: 0.031251 | val_loss: 0.0312503 | Time: 14505.4 ms [2022-03-20 07:53:50 main:574] : INFO : Epoch 1979 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 14215.6 ms [2022-03-20 07:54:04 main:574] : INFO : Epoch 1980 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 14333.5 ms [2022-03-20 07:54:19 main:574] : INFO : Epoch 1981 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 14332.3 ms [2022-03-20 07:54:33 main:574] : INFO : Epoch 1982 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14237.2 ms [2022-03-20 07:54:47 main:574] : INFO : Epoch 1983 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 14308.6 ms [2022-03-20 07:55:01 main:574] : INFO : Epoch 1984 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 14057.6 ms [2022-03-20 07:55:16 main:574] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 14554 ms [2022-03-20 07:55:30 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 14427.6 ms [2022-03-20 07:55:44 main:574] : INFO : Epoch 1987 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 14164.8 ms [2022-03-20 07:55:59 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 14391.7 ms [2022-03-20 07:56:13 main:574] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14284.6 ms [2022-03-20 07:56:27 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 14307.1 ms [2022-03-20 07:56:42 main:574] : INFO : Epoch 1991 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 14279.1 ms [2022-03-20 07:56:56 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14396.7 ms [2022-03-20 07:57:10 main:574] : INFO : Epoch 1993 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 14271.5 ms [2022-03-20 07:57:25 main:574] : INFO : Epoch 1994 | loss: 0.0312533 | val_loss: 0.0312504 | Time: 14459.5 ms [2022-03-20 07:57:39 main:574] : INFO : Epoch 1995 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 14411.1 ms [2022-03-20 07:57:54 main:574] : INFO : Epoch 1996 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 14474 ms [2022-03-20 07:58:08 main:574] : INFO : Epoch 1997 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 14146.5 ms [2022-03-20 07:58:22 main:574] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14246.8 ms [2022-03-20 07:58:36 main:574] : INFO : Epoch 1999 | loss: 0.031252 | val_loss: 0.0312512 | Time: 14084.4 ms [2022-03-20 07:58:51 main:574] : INFO : Epoch 2000 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 14272.6 ms [2022-03-20 07:59:05 main:574] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 14294.7 ms [2022-03-20 07:59:19 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 14358.1 ms [2022-03-20 07:59:33 main:574] : INFO : Epoch 2003 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14160.8 ms [2022-03-20 07:59:48 main:574] : INFO : Epoch 2004 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 14295.4 ms [2022-03-20 08:00:02 main:574] : INFO : Epoch 2005 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 14362.4 ms [2022-03-20 08:00:16 main:574] : INFO : Epoch 2006 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 14277.6 ms [2022-03-20 08:00:31 main:574] : INFO : Epoch 2007 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 14321.4 ms [2022-03-20 08:00:45 main:574] : INFO : Epoch 2008 | loss: 0.0312504 | val_loss: 0.031251 | Time: 14361.9 ms [2022-03-20 08:01:00 main:574] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 14644.3 ms [2022-03-20 08:01:14 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14286.5 ms [2022-03-20 08:01:28 main:574] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 14269.3 ms [2022-03-20 08:01:43 main:574] : INFO : Epoch 2012 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 14344.7 ms [2022-03-20 08:01:57 main:574] : INFO : Epoch 2013 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 14257.2 ms [2022-03-20 08:02:11 main:574] : INFO : Epoch 2014 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 14437.9 ms [2022-03-20 08:02:26 main:574] : INFO : Epoch 2015 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 14355.9 ms [2022-03-20 08:02:40 main:574] : INFO : Epoch 2016 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 14226.6 ms [2022-03-20 08:02:55 main:574] : INFO : Epoch 2017 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 14697.2 ms [2022-03-20 08:03:09 main:574] : INFO : Epoch 2018 | loss: 0.0312517 | val_loss: 0.0312536 | Time: 14168 ms [2022-03-20 08:03:23 main:574] : INFO : Epoch 2019 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 14298.2 ms [2022-03-20 08:03:38 main:574] : INFO : Epoch 2020 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 14353.5 ms [2022-03-20 08:03:52 main:574] : INFO : Epoch 2021 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 14613.8 ms [2022-03-20 08:04:11 main:574] : INFO : Epoch 2022 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 18762.5 ms [2022-03-20 08:04:29 main:574] : INFO : Epoch 2023 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 17977.1 ms [2022-03-20 08:04:43 main:574] : INFO : Epoch 2024 | loss: 0.0312511 | val_loss: 0.0312526 | Time: 13987.6 ms [2022-03-20 08:04:58 main:574] : INFO : Epoch 2025 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 14619.1 ms [2022-03-20 08:05:12 main:574] : INFO : Epoch 2026 | loss: 0.0312512 | val_loss: 0.031253 | Time: 14180.5 ms [2022-03-20 08:05:26 main:574] : INFO : Epoch 2027 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 13986 ms [2022-03-20 08:05:40 main:574] : INFO : Epoch 2028 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 14316 ms [2022-03-20 08:05:55 main:574] : INFO : Epoch 2029 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 15035.6 ms [2022-03-20 08:06:10 main:574] : INFO : Epoch 2030 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 14659.4 ms [2022-03-20 08:06:24 main:574] : INFO : Epoch 2031 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 14286.9 ms [2022-03-20 08:06:39 main:574] : INFO : Epoch 2032 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14599.5 ms [2022-03-20 08:06:53 main:574] : INFO : Epoch 2033 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 14213.3 ms [2022-03-20 08:07:07 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 14064.6 ms [2022-03-20 08:07:22 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 14337.9 ms [2022-03-20 08:07:36 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 14399.4 ms [2022-03-20 08:07:50 main:574] : INFO : Epoch 2037 | loss: 0.03125 | val_loss: 0.0312504 | Time: 14206.1 ms [2022-03-20 08:08:05 main:574] : INFO : Epoch 2038 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 14448.1 ms [2022-03-20 08:08:19 main:574] : INFO : Epoch 2039 | loss: 0.031258 | val_loss: 0.0312638 | Time: 14131.1 ms [2022-03-20 08:08:33 main:574] : INFO : Epoch 2040 | loss: 0.0312543 | val_loss: 0.0312508 | Time: 14284.6 ms [2022-03-20 08:08:48 main:574] : INFO : Epoch 2041 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 14761.8 ms [2022-03-20 08:09:03 main:574] : INFO : Epoch 2042 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 14384 ms [2022-03-20 08:09:17 main:574] : INFO : Epoch 2043 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 14223.9 ms [2022-03-20 08:09:31 main:574] : INFO : Epoch 2044 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 14224.6 ms [2022-03-20 08:09:45 main:574] : INFO : Epoch 2045 | loss: 0.0312507 | val_loss: 0.031252 | Time: 14182.5 ms [2022-03-20 08:09:59 main:574] : INFO : Epoch 2046 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14290.4 ms [2022-03-20 08:10:14 main:574] : INFO : Epoch 2047 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 14431.1 ms [2022-03-20 08:10:28 main:574] : INFO : Epoch 2048 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 14162.7 ms [2022-03-20 08:10:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501 [2022-03-20 08:10:28 main:603] : INFO : Saving end state to config to file [2022-03-20 08:10:28 main:608] : INFO : Success, exiting.. 08:10:28 (7504): 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)