Task 14315217
| Name | ParityModified-1647046388-29982-2-0_3 |
| Workunit | 11034615 |
| Created | 3 Apr 2022, 17:48:31 UTC |
| Sent | 3 Apr 2022, 19:13:14 UTC |
| Report deadline | 11 Apr 2022, 19:13:14 UTC |
| Received | 5 Apr 2022, 13:04:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 2 hours 14 min 20 sec |
| CPU time | 2 hours 14 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> -04-05 14:28:22 main:581] : INFO : Epoch 1537 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3562.58 ms [2022-04-05 14:28:27 main:581] : INFO : Epoch 1538 | loss: 0.0312511 | val_loss: 0.031251 | Time: 4503.72 ms [2022-04-05 14:28:32 main:581] : INFO : Epoch 1539 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 4817.18 ms [2022-04-05 14:28:36 main:581] : INFO : Epoch 1540 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 4898.85 ms [2022-04-05 14:28:41 main:581] : INFO : Epoch 1541 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 4935.96 ms [2022-04-05 14:28:46 main:581] : INFO : Epoch 1542 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 4917.67 ms [2022-04-05 14:28:51 main:581] : INFO : Epoch 1543 | loss: 0.0312513 | val_loss: 0.031251 | Time: 4879.16 ms [2022-04-05 14:28:56 main:581] : INFO : Epoch 1544 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 4916.13 ms [2022-04-05 14:29:01 main:581] : INFO : Epoch 1545 | loss: 0.0312522 | val_loss: 0.031251 | Time: 4918.05 ms [2022-04-05 14:29:06 main:581] : INFO : Epoch 1546 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 4911.99 ms [2022-04-05 14:29:11 main:581] : INFO : Epoch 1547 | loss: 0.0312507 | val_loss: 0.03125 | Time: 4863.8 ms [2022-04-05 14:29:16 main:581] : INFO : Epoch 1548 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 4916.95 ms [2022-04-05 14:29:21 main:581] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312565 | Time: 4923.59 ms [2022-04-05 14:29:25 main:581] : INFO : Epoch 1550 | loss: 0.031253 | val_loss: 0.0312517 | Time: 4893.8 ms [2022-04-05 14:29:30 main:581] : INFO : Epoch 1551 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 4908.1 ms [2022-04-05 14:29:35 main:581] : INFO : Epoch 1552 | loss: 0.031251 | val_loss: 0.031251 | Time: 4929.37 ms [2022-04-05 14:29:40 main:581] : INFO : Epoch 1553 | loss: 0.0312522 | val_loss: 0.0312521 | Time: 4942.49 ms [2022-04-05 14:29:45 main:581] : INFO : Epoch 1554 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 4938.59 ms [2022-04-05 14:29:50 main:581] : INFO : Epoch 1555 | loss: 0.031251 | val_loss: 0.0312519 | Time: 4911.33 ms [2022-04-05 14:29:55 main:581] : INFO : Epoch 1556 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 4929.31 ms [2022-04-05 14:30:00 main:581] : INFO : Epoch 1557 | loss: 0.0312522 | val_loss: 0.0312507 | Time: 4918.34 ms [2022-04-05 14:30:05 main:581] : INFO : Epoch 1558 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 4927.22 ms [2022-04-05 14:30:10 main:581] : INFO : Epoch 1559 | loss: 0.031251 | val_loss: 0.0312507 | Time: 4963.75 ms [2022-04-05 14:30:15 main:581] : INFO : Epoch 1560 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4989.89 ms [2022-04-05 14:30:20 main:581] : INFO : Epoch 1561 | loss: 0.0312508 | val_loss: 0.03125 | Time: 4877.7 ms [2022-04-05 14:30:23 main:581] : INFO : Epoch 1562 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3259.21 ms [2022-04-05 14:30:25 main:581] : INFO : Epoch 1563 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2396.58 ms [2022-04-05 14:30:28 main:581] : INFO : Epoch 1564 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2271.9 ms [2022-04-05 14:30:30 main:581] : INFO : Epoch 1565 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 2260.9 ms [2022-04-05 14:30:32 main:581] : INFO : Epoch 1566 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 2251.09 ms [2022-04-05 14:30:34 main:581] : INFO : Epoch 1567 | loss: 0.0312523 | val_loss: 0.0312503 | Time: 2254.06 ms [2022-04-05 14:30:37 main:581] : INFO : Epoch 1568 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 2254.52 ms [2022-04-05 14:30:39 main:581] : INFO : Epoch 1569 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2255.55 ms [2022-04-05 14:30:41 main:581] : INFO : Epoch 1570 | loss: 0.0312526 | val_loss: 0.0312558 | Time: 2265.7 ms [2022-04-05 14:30:43 main:581] : INFO : Epoch 1571 | loss: 0.0312536 | val_loss: 0.0312523 | Time: 2253.76 ms [2022-04-05 14:30:46 main:581] : INFO : Epoch 1572 | loss: 0.031252 | val_loss: 0.0312512 | Time: 2249 ms [2022-04-05 14:30:48 main:581] : INFO : Epoch 1573 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2251.88 ms [2022-04-05 14:30:50 main:581] : INFO : Epoch 1574 | loss: 0.0312524 | val_loss: 0.031251 | Time: 2249.71 ms [2022-04-05 14:30:52 main:581] : INFO : Epoch 1575 | loss: 0.0312525 | val_loss: 0.0312534 | Time: 2249.33 ms [2022-04-05 14:30:55 main:581] : INFO : Epoch 1576 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 2392.03 ms [2022-04-05 14:30:58 main:581] : INFO : Epoch 1577 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 3598.65 ms [2022-04-05 14:31:01 main:581] : INFO : Epoch 1578 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2245.2 ms [2022-04-05 14:31:05 main:581] : INFO : Epoch 1579 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 3930.41 ms [2022-04-05 14:31:09 main:581] : INFO : Epoch 1580 | loss: 0.0312515 | val_loss: 0.031251 | Time: 4205.42 ms [2022-04-05 14:31:13 main:581] : INFO : Epoch 1581 | loss: 0.031251 | val_loss: 0.031251 | Time: 4013.77 ms [2022-04-05 14:31:17 main:581] : INFO : Epoch 1582 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 4082.78 ms [2022-04-05 14:31:21 main:581] : INFO : Epoch 1583 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3928.64 ms [2022-04-05 14:31:25 main:581] : INFO : Epoch 1584 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 4009.08 ms [2022-04-05 14:31:29 main:581] : INFO : Epoch 1585 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 4013.87 ms [2022-04-05 14:31:32 main:581] : INFO : Epoch 1586 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3398.99 ms [2022-04-05 14:31:35 main:581] : INFO : Epoch 1587 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 2266.68 ms [2022-04-05 14:31:37 main:581] : INFO : Epoch 1588 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2309.04 ms [2022-04-05 14:31:39 main:581] : INFO : Epoch 1589 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2300.72 ms [2022-04-05 14:31:42 main:581] : INFO : Epoch 1590 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2487.87 ms [2022-04-05 14:31:46 main:581] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 4211.67 ms [2022-04-05 14:31:50 main:581] : INFO : Epoch 1592 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 4306.1 ms [2022-04-05 14:31:55 main:581] : INFO : Epoch 1593 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 4398.3 ms [2022-04-05 14:31:58 main:581] : INFO : Epoch 1594 | loss: 0.0312523 | val_loss: 0.0312512 | Time: 3783.6 ms [2022-04-05 14:32:03 main:581] : INFO : Epoch 1595 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 4266.9 ms [2022-04-05 14:32:07 main:581] : INFO : Epoch 1596 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 4353.85 ms [2022-04-05 14:32:11 main:581] : INFO : Epoch 1597 | loss: 0.0312528 | val_loss: 0.031251 | Time: 4232.07 ms [2022-04-05 14:32:15 main:581] : INFO : Epoch 1598 | loss: 0.031251 | val_loss: 0.0312514 | Time: 3730.67 ms [2022-04-05 14:32:19 main:581] : INFO : Epoch 1599 | loss: 0.0312509 | val_loss: 0.03125 | Time: 4273.85 ms [2022-04-05 14:32:24 main:581] : INFO : Epoch 1600 | loss: 0.0312507 | val_loss: 0.031251 | Time: 4408.49 ms [2022-04-05 14:32:28 main:581] : INFO : Epoch 1601 | loss: 0.0312515 | val_loss: 0.0312533 | Time: 3908.25 ms [2022-04-05 14:32:32 main:581] : INFO : Epoch 1602 | loss: 0.0312521 | val_loss: 0.0312502 | Time: 4248.28 ms [2022-04-05 14:32:36 main:581] : INFO : Epoch 1603 | loss: 0.031251 | val_loss: 0.0312504 | Time: 4312.6 ms [2022-04-05 14:32:41 main:581] : INFO : Epoch 1604 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4452.9 ms [2022-04-05 14:32:44 main:581] : INFO : Epoch 1605 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 3896.38 ms [2022-04-05 14:32:49 main:581] : INFO : Epoch 1606 | loss: 0.0312524 | val_loss: 0.0312519 | Time: 4273.6 ms [2022-04-05 14:32:53 main:581] : INFO : Epoch 1607 | loss: 0.031251 | val_loss: 0.0312504 | Time: 4361.75 ms [2022-04-05 14:32:57 main:581] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4188.54 ms [2022-04-05 14:33:01 main:581] : INFO : Epoch 1609 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 3797.19 ms [2022-04-05 14:33:05 main:581] : INFO : Epoch 1610 | loss: 0.031251 | val_loss: 0.0312521 | Time: 4277.07 ms [2022-04-05 14:33:10 main:581] : INFO : Epoch 1611 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 4380.91 ms [2022-04-05 14:33:13 main:581] : INFO : Epoch 1612 | loss: 0.031251 | val_loss: 0.0312501 | Time: 3714.24 ms [2022-04-05 14:33:18 main:581] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 4246.85 ms [2022-04-05 14:33:22 main:581] : INFO : Epoch 1614 | loss: 0.0312524 | val_loss: 0.0312522 | Time: 4310.28 ms [2022-04-05 14:33:26 main:581] : INFO : Epoch 1615 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 4404.85 ms [2022-04-05 14:33:31 main:581] : INFO : Epoch 1616 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 4168.84 ms [2022-04-05 14:33:35 main:581] : INFO : Epoch 1617 | loss: 0.031251 | val_loss: 0.0312506 | Time: 4271.06 ms [2022-04-05 14:33:39 main:581] : INFO : Epoch 1618 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 4402.67 ms [2022-04-05 14:33:44 main:581] : INFO : Epoch 1619 | loss: 0.0312526 | val_loss: 0.0312526 | Time: 4268.55 ms [2022-04-05 14:33:47 main:581] : INFO : Epoch 1620 | loss: 0.0312531 | val_loss: 0.0312516 | Time: 3955.08 ms [2022-04-05 14:33:52 main:581] : INFO : Epoch 1621 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 4287.23 ms [2022-04-05 14:33:56 main:581] : INFO : Epoch 1622 | loss: 0.0312512 | val_loss: 0.031251 | Time: 4406.2 ms [2022-04-05 14:34:00 main:581] : INFO : Epoch 1623 | loss: 0.0312523 | val_loss: 0.031256 | Time: 3627.94 ms [2022-04-05 14:34:04 main:581] : INFO : Epoch 1624 | loss: 0.031253 | val_loss: 0.0312503 | Time: 4258.93 ms [2022-04-05 14:34:08 main:581] : INFO : Epoch 1625 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4330.74 ms [2022-04-05 14:34:13 main:581] : INFO : Epoch 1626 | loss: 0.0312513 | val_loss: 0.031251 | Time: 4393.26 ms [2022-04-05 14:34:17 main:581] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3861.92 ms [2022-04-05 14:34:21 main:581] : INFO : Epoch 1628 | loss: 0.0312519 | val_loss: 0.0312539 | Time: 4280.6 ms [2022-04-05 14:34:25 main:581] : INFO : Epoch 1629 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 4381.75 ms [2022-04-05 14:34:30 main:581] : INFO : Epoch 1630 | loss: 0.0312508 | val_loss: 0.0312538 | Time: 4251.76 ms [2022-04-05 14:34:34 main:581] : INFO : Epoch 1631 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 4058.04 ms [2022-04-05 14:34:38 main:581] : INFO : Epoch 1632 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4313.92 ms [2022-04-05 14:34:42 main:581] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4392.41 ms [2022-04-05 14:34:46 main:581] : INFO : Epoch 1634 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3756.62 ms [2022-04-05 14:34:50 main:581] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 4267.5 ms [2022-04-05 14:34:55 main:581] : INFO : Epoch 1636 | loss: 0.031251 | val_loss: 0.031251 | Time: 4361.52 ms [2022-04-05 14:34:59 main:581] : INFO : Epoch 1637 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4413.58 ms [2022-04-05 14:35:03 main:581] : INFO : Epoch 1638 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 3943.81 ms [2022-04-05 14:35:07 main:581] : INFO : Epoch 1639 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 4281.05 ms [2022-04-05 14:35:12 main:581] : INFO : Epoch 1640 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4420.27 ms [2022-04-05 14:35:16 main:581] : INFO : Epoch 1641 | loss: 0.0312516 | val_loss: 0.031252 | Time: 3996.66 ms [2022-04-05 14:35:20 main:581] : INFO : Epoch 1642 | loss: 0.031251 | val_loss: 0.0312508 | Time: 4046.39 ms [2022-04-05 14:35:24 main:581] : INFO : Epoch 1643 | loss: 0.0312507 | val_loss: 0.03125 | Time: 4310.79 ms [2022-04-05 14:35:29 main:581] : INFO : Epoch 1644 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 4392.61 ms [2022-04-05 14:35:32 main:581] : INFO : Epoch 1645 | loss: 0.0312518 | val_loss: 0.0312501 | Time: 3752.23 ms [2022-04-05 14:35:37 main:581] : INFO : Epoch 1646 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 4265.39 ms [2022-04-05 14:35:41 main:581] : INFO : Epoch 1647 | loss: 0.031251 | val_loss: 0.031251 | Time: 4365.58 ms [2022-04-05 14:35:45 main:581] : INFO : Epoch 1648 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 4419.77 ms [2022-04-05 14:35:49 main:581] : INFO : Epoch 1649 | loss: 0.031251 | val_loss: 0.03125 | Time: 3825.2 ms [2022-04-05 14:35:53 main:581] : INFO : Epoch 1650 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 4265.18 ms [2022-04-05 14:35:58 main:581] : INFO : Epoch 1651 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 4355.43 ms [2022-04-05 14:36:02 main:581] : INFO : Epoch 1652 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 3982.31 ms [2022-04-05 14:36:06 main:581] : INFO : Epoch 1653 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3982.96 ms [2022-04-05 14:36:10 main:581] : INFO : Epoch 1654 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 4234.93 ms [2022-04-05 14:36:14 main:581] : INFO : Epoch 1655 | loss: 0.0312517 | val_loss: 0.0312532 | Time: 4274.44 ms [2022-04-05 14:36:19 main:581] : INFO : Epoch 1656 | loss: 0.0312517 | val_loss: 0.0312522 | Time: 4245.41 ms [2022-04-05 14:36:23 main:581] : INFO : Epoch 1657 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 4283.88 ms [2022-04-05 14:36:27 main:581] : INFO : Epoch 1658 | loss: 0.031251 | val_loss: 0.03125 | Time: 4385.2 ms [2022-04-05 14:36:32 main:581] : INFO : Epoch 1659 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 4385.48 ms [2022-04-05 14:36:36 main:581] : INFO : Epoch 1660 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 4364.95 ms [2022-04-05 14:36:40 main:581] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4342.76 ms [2022-04-05 14:36:44 main:581] : INFO : Epoch 1662 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 4022.56 ms [2022-04-05 14:36:48 main:581] : INFO : Epoch 1663 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4023.17 ms [2022-04-05 14:36:53 main:581] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 4268.4 ms [2022-04-05 14:36:57 main:581] : INFO : Epoch 1665 | loss: 0.031251 | val_loss: 0.0312509 | Time: 4265.91 ms [2022-04-05 14:37:01 main:581] : INFO : Epoch 1666 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 4270.4 ms [2022-04-05 14:37:05 main:581] : INFO : Epoch 1667 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4272.37 ms [2022-04-05 14:37:10 main:581] : INFO : Epoch 1668 | loss: 0.031251 | val_loss: 0.0312504 | Time: 4401.35 ms [2022-04-05 14:37:14 main:581] : INFO : Epoch 1669 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 4386.93 ms [2022-04-05 14:37:19 main:581] : INFO : Epoch 1670 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4371.29 ms [2022-04-05 14:37:23 main:581] : INFO : Epoch 1671 | loss: 0.031251 | val_loss: 0.0312516 | Time: 4360.14 ms [2022-04-05 14:37:27 main:581] : INFO : Epoch 1672 | loss: 0.031252 | val_loss: 0.03125 | Time: 3708.26 ms [2022-04-05 14:37:31 main:581] : INFO : Epoch 1673 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 4141.91 ms [2022-04-05 14:37:35 main:581] : INFO : Epoch 1674 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4287.2 ms [2022-04-05 14:37:39 main:581] : INFO : Epoch 1675 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 4279.53 ms [2022-04-05 14:37:44 main:581] : INFO : Epoch 1676 | loss: 0.0312508 | val_loss: 0.03125 | Time: 4270.41 ms [2022-04-05 14:37:48 main:581] : INFO : Epoch 1677 | loss: 0.0312505 | val_loss: 0.031251 | Time: 4265.92 ms [2022-04-05 14:37:52 main:581] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4378.07 ms [2022-04-05 14:37:57 main:581] : INFO : Epoch 1679 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 4361.94 ms [2022-04-05 14:38:01 main:581] : INFO : Epoch 1680 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 4382.6 ms [2022-04-05 14:38:05 main:581] : INFO : Epoch 1681 | loss: 0.0312523 | val_loss: 0.03125 | Time: 4351.77 ms [2022-04-05 14:38:09 main:581] : INFO : Epoch 1682 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3661.44 ms [2022-04-05 14:38:13 main:581] : INFO : Epoch 1683 | loss: 0.031251 | val_loss: 0.0312505 | Time: 4251.63 ms [2022-04-05 14:38:18 main:581] : INFO : Epoch 1684 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4273.56 ms [2022-04-05 14:38:22 main:581] : INFO : Epoch 1685 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 4269.87 ms [2022-04-05 14:38:26 main:581] : INFO : Epoch 1686 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 4273.43 ms [2022-04-05 14:38:30 main:581] : INFO : Epoch 1687 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4272.63 ms [2022-04-05 14:38:35 main:581] : INFO : Epoch 1688 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 4396.91 ms [2022-04-05 14:38:39 main:581] : INFO : Epoch 1689 | loss: 0.03125 | val_loss: 0.03125 | Time: 4401.72 ms [2022-04-05 14:38:44 main:581] : INFO : Epoch 1690 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4376.71 ms [2022-04-05 14:38:48 main:581] : INFO : Epoch 1691 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 4349.44 ms [2022-04-05 14:38:51 main:581] : INFO : Epoch 1692 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3527.63 ms [2022-04-05 14:38:56 main:581] : INFO : Epoch 1693 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 4251.29 ms [2022-04-05 14:39:00 main:581] : INFO : Epoch 1694 | loss: 0.0312507 | val_loss: 0.031251 | Time: 4281.31 ms [2022-04-05 14:39:04 main:581] : INFO : Epoch 1695 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 4283.29 ms [2022-04-05 14:39:09 main:581] : INFO : Epoch 1696 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 4283.62 ms [2022-04-05 14:39:13 main:581] : INFO : Epoch 1697 | loss: 0.0312518 | val_loss: 0.031251 | Time: 4285.6 ms [2022-04-05 14:39:17 main:581] : INFO : Epoch 1698 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 4408.62 ms [2022-04-05 14:39:22 main:581] : INFO : Epoch 1699 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 4350.91 ms [2022-04-05 14:39:26 main:581] : INFO : Epoch 1700 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4381.88 ms [2022-04-05 14:39:30 main:581] : INFO : Epoch 1701 | loss: 0.0312506 | val_loss: 0.03125 | Time: 4373.11 ms [2022-04-05 14:39:34 main:581] : INFO : Epoch 1702 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3446.62 ms [2022-04-05 14:39:38 main:581] : INFO : Epoch 1703 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 4254.28 ms [2022-04-05 14:39:42 main:581] : INFO : Epoch 1704 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4270.22 ms [2022-04-05 14:39:47 main:581] : INFO : Epoch 1705 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4280.15 ms [2022-04-05 14:39:51 main:581] : INFO : Epoch 1706 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4286.75 ms [2022-04-05 14:39:55 main:581] : INFO : Epoch 1707 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 4285.9 ms [2022-04-05 14:40:00 main:581] : INFO : Epoch 1708 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 4426.37 ms [2022-04-05 14:40:04 main:581] : INFO : Epoch 1709 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4342.52 ms [2022-04-05 14:40:08 main:581] : INFO : Epoch 1710 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 4383.01 ms [2022-04-05 14:40:13 main:581] : INFO : Epoch 1711 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 4346.46 ms [2022-04-05 14:40:16 main:581] : INFO : Epoch 1712 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 3398.51 ms [2022-04-05 14:40:20 main:581] : INFO : Epoch 1713 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 4258.45 ms [2022-04-05 14:40:25 main:581] : INFO : Epoch 1714 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4271.33 ms [2022-04-05 14:40:29 main:581] : INFO : Epoch 1715 | loss: 0.0312511 | val_loss: 0.031251 | Time: 4271.64 ms [2022-04-05 14:40:33 main:581] : INFO : Epoch 1716 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 4278.86 ms [2022-04-05 14:40:37 main:581] : INFO : Epoch 1717 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 4278.86 ms [2022-04-05 14:40:42 main:581] : INFO : Epoch 1718 | loss: 0.0312521 | val_loss: 0.0312501 | Time: 4405.14 ms [2022-04-05 14:40:46 main:581] : INFO : Epoch 1719 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4305.14 ms [2022-04-05 14:40:51 main:581] : INFO : Epoch 1720 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4437.07 ms [2022-04-05 14:40:55 main:581] : INFO : Epoch 1721 | loss: 0.0312511 | val_loss: 0.0312571 | Time: 4344.27 ms [2022-04-05 14:40:58 main:581] : INFO : Epoch 1722 | loss: 0.0312525 | val_loss: 0.0312511 | Time: 3544.89 ms [2022-04-05 14:41:03 main:581] : INFO : Epoch 1723 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 4262.83 ms [2022-04-05 14:41:07 main:581] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4277.58 ms [2022-04-05 14:41:11 main:581] : INFO : Epoch 1725 | loss: 0.0312505 | val_loss: 0.031251 | Time: 4272.4 ms [2022-04-05 14:41:16 main:581] : INFO : Epoch 1726 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 4283.64 ms [2022-04-05 14:41:20 main:581] : INFO : Epoch 1727 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4288.3 ms [2022-04-05 14:41:24 main:581] : INFO : Epoch 1728 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 4402.52 ms [2022-04-05 14:41:29 main:581] : INFO : Epoch 1729 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 4381 ms [2022-04-05 14:41:33 main:581] : INFO : Epoch 1730 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 4333.12 ms [2022-04-05 14:41:37 main:581] : INFO : Epoch 1731 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 4337.5 ms [2022-04-05 14:41:41 main:581] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3454.99 ms [2022-04-05 14:41:45 main:581] : INFO : Epoch 1733 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4275.9 ms [2022-04-05 14:41:49 main:581] : INFO : Epoch 1734 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 4281.66 ms [2022-04-05 14:41:54 main:581] : INFO : Epoch 1735 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 4276.23 ms [2022-04-05 14:41:58 main:581] : INFO : Epoch 1736 | loss: 0.0312511 | val_loss: 0.031252 | Time: 4276 ms [2022-04-05 14:42:02 main:581] : INFO : Epoch 1737 | loss: 0.0312514 | val_loss: 0.0312536 | Time: 4296.63 ms [2022-04-05 14:42:07 main:581] : INFO : Epoch 1738 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 4416.89 ms [2022-04-05 14:42:11 main:581] : INFO : Epoch 1739 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 4394.84 ms [2022-04-05 14:42:15 main:581] : INFO : Epoch 1740 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4353.01 ms [2022-04-05 14:42:20 main:581] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 4358.38 ms [2022-04-05 14:42:23 main:581] : INFO : Epoch 1742 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3491.62 ms [2022-04-05 14:42:27 main:581] : INFO : Epoch 1743 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4256.23 ms [2022-04-05 14:42:32 main:581] : INFO : Epoch 1744 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 4278.6 ms [2022-04-05 14:42:36 main:581] : INFO : Epoch 1745 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 4272.05 ms [2022-04-05 14:42:40 main:581] : INFO : Epoch 1746 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 4272.9 ms [2022-04-05 14:42:45 main:581] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4318.66 ms [2022-04-05 14:42:49 main:581] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4354.12 ms [2022-04-05 14:42:53 main:581] : INFO : Epoch 1749 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 4378.77 ms [2022-04-05 14:42:58 main:581] : INFO : Epoch 1750 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4349.49 ms [2022-04-05 14:43:02 main:581] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4380.64 ms [2022-04-05 14:43:05 main:581] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3332.38 ms [2022-04-05 14:43:10 main:581] : INFO : Epoch 1753 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4304.99 ms [2022-04-05 14:43:14 main:581] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4289.04 ms [2022-04-05 14:43:18 main:581] : INFO : Epoch 1755 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4270.36 ms [2022-04-05 14:43:23 main:581] : INFO : Epoch 1756 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4269.11 ms [2022-04-05 14:43:27 main:581] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 4300.71 ms [2022-04-05 14:43:31 main:581] : INFO : Epoch 1758 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 4402.7 ms [2022-04-05 14:43:36 main:581] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 4376.37 ms [2022-04-05 14:43:40 main:581] : INFO : Epoch 1760 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4327.35 ms [2022-04-05 14:43:44 main:581] : INFO : Epoch 1761 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 4342.17 ms [2022-04-05 14:43:48 main:581] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.03125 | Time: 3279.62 ms [2022-04-05 14:43:52 main:581] : INFO : Epoch 1763 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4261.36 ms [2022-04-05 14:43:56 main:581] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.03125 | Time: 4294.04 ms [2022-04-05 14:44:00 main:581] : INFO : Epoch 1765 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 4276.38 ms [2022-04-05 14:44:05 main:581] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4271.25 ms [2022-04-05 14:44:09 main:581] : INFO : Epoch 1767 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4300.4 ms [2022-04-05 14:44:13 main:581] : INFO : Epoch 1768 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4382.19 ms [2022-04-05 14:44:18 main:581] : INFO : Epoch 1769 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4409.17 ms [2022-04-05 14:44:22 main:581] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4349.83 ms [2022-04-05 14:44:27 main:581] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 4352.54 ms [2022-04-05 14:44:30 main:581] : INFO : Epoch 1772 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3331.64 ms [2022-04-05 14:44:34 main:581] : INFO : Epoch 1773 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 4276.61 ms [2022-04-05 14:44:38 main:581] : INFO : Epoch 1774 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 4283.82 ms [2022-04-05 14:44:43 main:581] : INFO : Epoch 1775 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4271.45 ms [2022-04-05 14:44:47 main:581] : INFO : Epoch 1776 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4284.42 ms [2022-04-05 14:44:51 main:581] : INFO : Epoch 1777 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 4307.01 ms [2022-04-05 14:44:56 main:581] : INFO : Epoch 1778 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4402.94 ms [2022-04-05 14:45:00 main:581] : INFO : Epoch 1779 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 4391.69 ms [2022-04-05 14:45:04 main:581] : INFO : Epoch 1780 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4348.49 ms [2022-04-05 14:45:09 main:581] : INFO : Epoch 1781 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4405.25 ms [2022-04-05 14:45:12 main:581] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3453.87 ms [2022-04-05 14:45:17 main:581] : INFO : Epoch 1783 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 4290.7 ms [2022-04-05 14:45:21 main:581] : INFO : Epoch 1784 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 4296.62 ms [2022-04-05 14:45:25 main:581] : INFO : Epoch 1785 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 4297.13 ms [2022-04-05 14:45:29 main:581] : INFO : Epoch 1786 | loss: 0.0312529 | val_loss: 0.0312528 | Time: 4304.09 ms [2022-04-05 14:45:34 main:581] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4319.53 ms [2022-04-05 14:45:38 main:581] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 4439.64 ms [2022-04-05 14:45:43 main:581] : INFO : Epoch 1789 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 4408.29 ms [2022-04-05 14:45:47 main:581] : INFO : Epoch 1790 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 4368.19 ms [2022-04-05 14:45:51 main:581] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.0312495 | Time: 4365.98 ms [2022-04-05 14:45:55 main:581] : INFO : Epoch 1792 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3662.1 ms [2022-04-05 14:45:59 main:581] : INFO : Epoch 1793 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4277.64 ms [2022-04-05 14:46:04 main:581] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 4285.85 ms [2022-04-05 14:46:08 main:581] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4275.64 ms [2022-04-05 14:46:12 main:581] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4259.42 ms [2022-04-05 14:46:17 main:581] : INFO : Epoch 1797 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 4355.06 ms [2022-04-05 14:46:21 main:581] : INFO : Epoch 1798 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 4370.51 ms [2022-04-05 14:46:25 main:581] : INFO : Epoch 1799 | loss: 0.031251 | val_loss: 0.0312498 | Time: 4390.94 ms [2022-04-05 14:46:30 main:581] : INFO : Epoch 1800 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4356.18 ms [2022-04-05 14:46:34 main:581] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4260.83 ms [2022-04-05 14:46:38 main:581] : INFO : Epoch 1802 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3691.17 ms [2022-04-05 14:46:42 main:581] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4277.01 ms [2022-04-05 14:46:46 main:581] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4279.52 ms [2022-04-05 14:46:50 main:581] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4278.55 ms [2022-04-05 14:46:55 main:581] : INFO : Epoch 1806 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4277.38 ms [2022-04-05 14:46:59 main:581] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4373.85 ms [2022-04-05 14:47:03 main:581] : INFO : Epoch 1808 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 4373.42 ms [2022-04-05 14:47:08 main:581] : INFO : Epoch 1809 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 4384.67 ms [2022-04-05 14:47:12 main:581] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4395.11 ms [2022-04-05 14:47:16 main:581] : INFO : Epoch 1811 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 3882.34 ms [2022-04-05 14:47:20 main:581] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 3450.63 ms [2022-04-05 14:47:24 main:581] : INFO : Epoch 1813 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4277.69 ms [2022-04-05 14:47:28 main:581] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4293.63 ms [2022-04-05 14:47:32 main:581] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4299.99 ms [2022-04-05 14:47:37 main:581] : INFO : Epoch 1816 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4274.1 ms [2022-04-05 14:47:41 main:581] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4364.4 ms [2022-04-05 14:47:45 main:581] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4366.08 ms [2022-04-05 14:47:50 main:581] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312498 | Time: 4374.17 ms [2022-04-05 14:47:54 main:581] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4367.76 ms [2022-04-05 14:47:58 main:581] : INFO : Epoch 1821 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4098.49 ms [2022-04-05 14:48:02 main:581] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3624.41 ms [2022-04-05 14:48:06 main:581] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4272.51 ms [2022-04-05 14:48:10 main:581] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4275.31 ms [2022-04-05 14:48:15 main:581] : INFO : Epoch 1825 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 4285.8 ms [2022-04-05 14:48:19 main:581] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4268.75 ms [2022-04-05 14:48:23 main:581] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 4359.02 ms [2022-04-05 14:48:28 main:581] : INFO : Epoch 1828 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4380.34 ms [2022-04-05 14:48:32 main:581] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4407.42 ms [2022-04-05 14:48:37 main:581] : INFO : Epoch 1830 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4343.68 ms [2022-04-05 14:48:41 main:581] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.031255 | Time: 4042.8 ms [2022-04-05 14:48:44 main:581] : INFO : Epoch 1832 | loss: 0.0312519 | val_loss: 0.03125 | Time: 3750.67 ms [2022-04-05 14:48:49 main:581] : INFO : Epoch 1833 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4287.8 ms [2022-04-05 14:48:53 main:581] : INFO : Epoch 1834 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4275.87 ms [2022-04-05 14:48:57 main:581] : INFO : Epoch 1835 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4276.92 ms [2022-04-05 14:49:01 main:581] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4275.79 ms [2022-04-05 14:49:06 main:581] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312506 | Time: 4372.6 ms [2022-04-05 14:49:10 main:581] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4354.11 ms [2022-04-05 14:49:15 main:581] : INFO : Epoch 1839 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 4394.84 ms [2022-04-05 14:49:19 main:581] : INFO : Epoch 1840 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 4349.96 ms [2022-04-05 14:49:23 main:581] : INFO : Epoch 1841 | loss: 0.03125 | val_loss: 0.0312496 | Time: 3949.64 ms [2022-04-05 14:49:26 main:581] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3606.62 ms [2022-04-05 14:49:31 main:581] : INFO : Epoch 1843 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 4284.28 ms [2022-04-05 14:49:35 main:581] : INFO : Epoch 1844 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 4285.17 ms [2022-04-05 14:49:39 main:581] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.0312541 | Time: 4279.08 ms [2022-04-05 14:49:44 main:581] : INFO : Epoch 1846 | loss: 0.0312514 | val_loss: 0.031252 | Time: 4267.06 ms [2022-04-05 14:49:48 main:581] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4343.13 ms [2022-04-05 14:49:52 main:581] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4377.74 ms [2022-04-05 14:49:57 main:581] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4373.58 ms [2022-04-05 14:50:01 main:581] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4348.03 ms [2022-04-05 14:50:05 main:581] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3942.53 ms [2022-04-05 14:50:09 main:581] : INFO : Epoch 1852 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3715.25 ms [2022-04-05 14:50:13 main:581] : INFO : Epoch 1853 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 4284.13 ms [2022-04-05 14:50:17 main:581] : INFO : Epoch 1854 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4266.72 ms [2022-04-05 14:50:22 main:581] : INFO : Epoch 1855 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 4277.27 ms [2022-04-05 14:50:26 main:581] : INFO : Epoch 1856 | loss: 0.0312514 | val_loss: 0.0312528 | Time: 4277.66 ms [2022-04-05 14:50:30 main:581] : INFO : Epoch 1857 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 4367 ms [2022-04-05 14:50:35 main:581] : INFO : Epoch 1858 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4383.17 ms [2022-04-05 14:50:39 main:581] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 4425.7 ms [2022-04-05 14:50:43 main:581] : INFO : Epoch 1860 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4346.59 ms [2022-04-05 14:50:47 main:581] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4148.87 ms [2022-04-05 14:50:51 main:581] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3656.39 ms [2022-04-05 14:50:55 main:581] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4277.39 ms [2022-04-05 14:51:00 main:581] : INFO : Epoch 1864 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4280.77 ms [2022-04-05 14:51:04 main:581] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4283.58 ms [2022-04-05 14:51:08 main:581] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.031251 | Time: 4275.33 ms [2022-04-05 14:51:13 main:581] : INFO : Epoch 1867 | loss: 0.031251 | val_loss: 0.0312513 | Time: 4328.47 ms [2022-04-05 14:51:17 main:581] : INFO : Epoch 1868 | loss: 0.0312511 | val_loss: 0.0312526 | Time: 4366.94 ms [2022-04-05 14:51:21 main:581] : INFO : Epoch 1869 | loss: 0.0312517 | val_loss: 0.0312501 | Time: 4378.69 ms [2022-04-05 14:51:26 main:581] : INFO : Epoch 1870 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 4351.14 ms [2022-04-05 14:51:30 main:581] : INFO : Epoch 1871 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 4047.04 ms [2022-04-05 14:51:33 main:581] : INFO : Epoch 1872 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 3505.79 ms [2022-04-05 14:51:38 main:581] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4297.92 ms [2022-04-05 14:51:42 main:581] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 4280.32 ms [2022-04-05 14:51:46 main:581] : INFO : Epoch 1875 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 4278.74 ms [2022-04-05 14:51:50 main:581] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 4279.19 ms [2022-04-05 14:51:55 main:581] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4385.98 ms [2022-04-05 14:51:59 main:581] : INFO : Epoch 1878 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 4370.37 ms [2022-04-05 14:52:03 main:581] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4366.36 ms [2022-04-05 14:52:08 main:581] : INFO : Epoch 1880 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 4349.05 ms [2022-04-05 14:52:12 main:581] : INFO : Epoch 1881 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 3889.13 ms [2022-04-05 14:52:15 main:581] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3667.31 ms [2022-04-05 14:52:20 main:581] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4293.61 ms [2022-04-05 14:52:24 main:581] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4290.14 ms [2022-04-05 14:52:28 main:581] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4281.7 ms [2022-04-05 14:52:33 main:581] : INFO : Epoch 1886 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 4278.4 ms [2022-04-05 14:52:37 main:581] : INFO : Epoch 1887 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 4342.06 ms [2022-04-05 14:52:41 main:581] : INFO : Epoch 1888 | loss: 0.031251 | val_loss: 0.0312502 | Time: 4399.53 ms [2022-04-05 14:52:46 main:581] : INFO : Epoch 1889 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4396.05 ms [2022-04-05 14:52:50 main:581] : INFO : Epoch 1890 | loss: 0.031252 | val_loss: 0.0312527 | Time: 4358.11 ms [2022-04-05 14:52:54 main:581] : INFO : Epoch 1891 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 4092.71 ms [2022-04-05 14:52:58 main:581] : INFO : Epoch 1892 | loss: 0.0312514 | val_loss: 0.031252 | Time: 3731.94 ms [2022-04-05 14:53:02 main:581] : INFO : Epoch 1893 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 4281.73 ms [2022-04-05 14:53:06 main:581] : INFO : Epoch 1894 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4287.93 ms [2022-04-05 14:53:11 main:581] : INFO : Epoch 1895 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4274.35 ms [2022-04-05 14:53:15 main:581] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4276.24 ms [2022-04-05 14:53:19 main:581] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4369.56 ms [2022-04-05 14:53:24 main:581] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4351.34 ms [2022-04-05 14:53:28 main:581] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4393.01 ms [2022-04-05 14:53:32 main:581] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4321.44 ms [2022-04-05 14:53:36 main:581] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312514 | Time: 3854.66 ms [2022-04-05 14:53:40 main:581] : INFO : Epoch 1902 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3598.48 ms [2022-04-05 14:53:44 main:581] : INFO : Epoch 1903 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4282.25 ms [2022-04-05 14:53:48 main:581] : INFO : Epoch 1904 | loss: 0.03125 | val_loss: 0.03125 | Time: 4278.66 ms [2022-04-05 14:53:53 main:581] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312505 | Time: 4284.87 ms [2022-04-05 14:53:57 main:581] : INFO : Epoch 1906 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 4285.48 ms [2022-04-05 14:54:01 main:581] : INFO : Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312552 | Time: 4360.86 ms [2022-04-05 14:54:06 main:581] : INFO : Epoch 1908 | loss: 0.0312527 | val_loss: 0.0312548 | Time: 4395.73 ms [2022-04-05 14:54:10 main:581] : INFO : Epoch 1909 | loss: 0.0312519 | val_loss: 0.031251 | Time: 4397.55 ms [2022-04-05 14:54:15 main:581] : INFO : Epoch 1910 | loss: 0.0312508 | val_loss: 0.03125 | Time: 4355.19 ms [2022-04-05 14:54:19 main:581] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4060.03 ms [2022-04-05 14:54:22 main:581] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 3617.88 ms [2022-04-05 14:54:27 main:581] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.031251 | Time: 4283.76 ms [2022-04-05 14:54:31 main:581] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4276.03 ms [2022-04-05 14:54:35 main:581] : INFO : Epoch 1915 | loss: 0.03125 | val_loss: 0.0312509 | Time: 4272.41 ms [2022-04-05 14:54:39 main:581] : INFO : Epoch 1916 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 4274.97 ms [2022-04-05 14:54:44 main:581] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 4341.37 ms [2022-04-05 14:54:48 main:581] : INFO : Epoch 1918 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 4384.22 ms [2022-04-05 14:54:52 main:581] : INFO : Epoch 1919 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4363.4 ms [2022-04-05 14:54:57 main:581] : INFO : Epoch 1920 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4356.02 ms [2022-04-05 14:55:01 main:581] : INFO : Epoch 1921 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3980.88 ms [2022-04-05 14:55:04 main:581] : INFO : Epoch 1922 | loss: 0.031251 | val_loss: 0.0312505 | Time: 3607.71 ms [2022-04-05 14:55:09 main:581] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 4278.73 ms [2022-04-05 14:55:13 main:581] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4276.89 ms [2022-04-05 14:55:17 main:581] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4273.43 ms [2022-04-05 14:55:21 main:581] : INFO : Epoch 1926 | loss: 0.0312529 | val_loss: 0.0312506 | Time: 4272.98 ms [2022-04-05 14:55:26 main:581] : INFO : Epoch 1927 | loss: 0.0312533 | val_loss: 0.0312518 | Time: 4379.62 ms [2022-04-05 14:55:30 main:581] : INFO : Epoch 1928 | loss: 0.0312547 | val_loss: 0.0312527 | Time: 4364.04 ms [2022-04-05 14:55:35 main:581] : INFO : Epoch 1929 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 4396.66 ms [2022-04-05 14:55:39 main:581] : INFO : Epoch 1930 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4367.05 ms [2022-04-05 14:55:43 main:581] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 3882.35 ms [2022-04-05 14:55:46 main:581] : INFO : Epoch 1932 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 3379.57 ms [2022-04-05 14:55:51 main:581] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 4286.19 ms [2022-04-05 14:55:55 main:581] : INFO : Epoch 1934 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4287.52 ms [2022-04-05 14:55:59 main:581] : INFO : Epoch 1935 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 4284.46 ms [2022-04-05 14:56:03 main:581] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4279.87 ms [2022-04-05 14:56:08 main:581] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4343.48 ms [2022-04-05 14:56:12 main:581] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4357.19 ms [2022-04-05 14:56:16 main:581] : INFO : Epoch 1939 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4380.6 ms [2022-04-05 14:56:21 main:581] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4328.53 ms [2022-04-05 14:56:25 main:581] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 4059.74 ms [2022-04-05 14:56:28 main:581] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3475.3 ms [2022-04-05 14:56:33 main:581] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.031251 | Time: 4275.12 ms [2022-04-05 14:56:37 main:581] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4276.35 ms [2022-04-05 14:56:41 main:581] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4277.49 ms [2022-04-05 14:56:45 main:581] : INFO : Epoch 1946 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 4278.49 ms [2022-04-05 14:56:50 main:581] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4352.47 ms [2022-04-05 14:56:54 main:581] : INFO : Epoch 1948 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 4383.55 ms [2022-04-05 14:56:59 main:581] : INFO : Epoch 1949 | loss: 0.0312509 | val_loss: 0.03125 | Time: 4372.2 ms [2022-04-05 14:57:03 main:581] : INFO : Epoch 1950 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 4372.93 ms [2022-04-05 14:57:07 main:581] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4235.07 ms [2022-04-05 14:57:11 main:581] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3504.45 ms [2022-04-05 14:57:15 main:581] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 4294.99 ms [2022-04-05 14:57:19 main:581] : INFO : Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4277.03 ms [2022-04-05 14:57:24 main:581] : INFO : Epoch 1955 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4288.73 ms [2022-04-05 14:57:28 main:581] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4283.13 ms [2022-04-05 14:57:32 main:581] : INFO : Epoch 1957 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4342 ms [2022-04-05 14:57:37 main:581] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4389.93 ms [2022-04-05 14:57:41 main:581] : INFO : Epoch 1959 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4374.14 ms [2022-04-05 14:57:45 main:581] : INFO : Epoch 1960 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 4354.15 ms [2022-04-05 14:57:50 main:581] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.03125 | Time: 4228.73 ms [2022-04-05 14:57:53 main:581] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3617.13 ms [2022-04-05 14:57:57 main:581] : INFO : Epoch 1963 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 4286.73 ms [2022-04-05 14:58:02 main:581] : INFO : Epoch 1964 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4290.15 ms [2022-04-05 14:58:06 main:581] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4268.16 ms [2022-04-05 14:58:10 main:581] : INFO : Epoch 1966 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4268.92 ms [2022-04-05 14:58:15 main:581] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4367.97 ms [2022-04-05 14:58:19 main:581] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4378.79 ms [2022-04-05 14:58:23 main:581] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 4382.63 ms [2022-04-05 14:58:28 main:581] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.03125 | Time: 4387.55 ms [2022-04-05 14:58:32 main:581] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4006.57 ms [2022-04-05 14:58:35 main:581] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3453.43 ms [2022-04-05 14:58:40 main:581] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4282.76 ms [2022-04-05 14:58:44 main:581] : INFO : Epoch 1974 | loss: 0.0312516 | val_loss: 0.0312528 | Time: 4285.21 ms [2022-04-05 14:58:48 main:581] : INFO : Epoch 1975 | loss: 0.0312506 | val_loss: 0.03125 | Time: 4276.82 ms [2022-04-05 14:58:52 main:581] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4277.83 ms [2022-04-05 14:58:57 main:581] : INFO : Epoch 1977 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4353.14 ms [2022-04-05 14:59:01 main:581] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4402.11 ms [2022-04-05 14:59:06 main:581] : INFO : Epoch 1979 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4423.85 ms [2022-04-05 14:59:10 main:581] : INFO : Epoch 1980 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 4346.87 ms [2022-04-05 14:59:14 main:581] : INFO : Epoch 1981 | loss: 0.031251 | val_loss: 0.0312507 | Time: 4102.98 ms [2022-04-05 14:59:18 main:581] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3521.16 ms [2022-04-05 14:59:22 main:581] : INFO : Epoch 1983 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4284.36 ms [2022-04-05 14:59:26 main:581] : INFO : Epoch 1984 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4273.88 ms [2022-04-05 14:59:30 main:581] : INFO : Epoch 1985 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4284.89 ms [2022-04-05 14:59:35 main:581] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4328.58 ms [2022-04-05 14:59:39 main:581] : INFO : Epoch 1987 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4357 ms [2022-04-05 14:59:43 main:581] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 4362.17 ms [2022-04-05 14:59:48 main:581] : INFO : Epoch 1989 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 4411.82 ms [2022-04-05 14:59:52 main:581] : INFO : Epoch 1990 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 4360.46 ms [2022-04-05 14:59:56 main:581] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4056.56 ms [2022-04-05 15:00:00 main:581] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3556.11 ms [2022-04-05 15:00:04 main:581] : INFO : Epoch 1993 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 4297.14 ms [2022-04-05 15:00:08 main:581] : INFO : Epoch 1994 | loss: 0.031251 | val_loss: 0.0312511 | Time: 4295.9 ms [2022-04-05 15:00:13 main:581] : INFO : Epoch 1995 | loss: 0.0312509 | val_loss: 0.031251 | Time: 4284.14 ms [2022-04-05 15:00:17 main:581] : INFO : Epoch 1996 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 4286.93 ms [2022-04-05 15:00:21 main:581] : INFO : Epoch 1997 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 4370.47 ms [2022-04-05 15:00:26 main:581] : INFO : Epoch 1998 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 4355.93 ms [2022-04-05 15:00:30 main:581] : INFO : Epoch 1999 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4340.52 ms [2022-04-05 15:00:34 main:581] : INFO : Epoch 2000 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4352.04 ms [2022-04-05 15:00:39 main:581] : INFO : Epoch 2001 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 4230.13 ms [2022-04-05 15:00:42 main:581] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3786.03 ms [2022-04-05 15:00:47 main:581] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4287.52 ms [2022-04-05 15:00:51 main:581] : INFO : Epoch 2004 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4272.38 ms [2022-04-05 15:00:55 main:581] : INFO : Epoch 2005 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 4271.97 ms [2022-04-05 15:01:00 main:581] : INFO : Epoch 2006 | loss: 0.0312553 | val_loss: 0.0312589 | Time: 4276.81 ms [2022-04-05 15:01:04 main:581] : INFO : Epoch 2007 | loss: 0.0312574 | val_loss: 0.0312578 | Time: 4341.37 ms [2022-04-05 15:01:08 main:581] : INFO : Epoch 2008 | loss: 0.031261 | val_loss: 0.0312598 | Time: 4365.71 ms [2022-04-05 15:01:13 main:581] : INFO : Epoch 2009 | loss: 0.0312617 | val_loss: 0.031254 | Time: 4435.5 ms [2022-04-05 15:01:17 main:581] : INFO : Epoch 2010 | loss: 0.0312533 | val_loss: 0.0312511 | Time: 4404.01 ms [2022-04-05 15:01:21 main:581] : INFO : Epoch 2011 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 3766.31 ms [2022-04-05 15:01:24 main:581] : INFO : Epoch 2012 | loss: 0.031251 | val_loss: 0.0312529 | Time: 3610.4 ms [2022-04-05 15:01:29 main:581] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 4291.45 ms [2022-04-05 15:01:33 main:581] : INFO : Epoch 2014 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4301.09 ms [2022-04-05 15:01:37 main:581] : INFO : Epoch 2015 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4292.23 ms [2022-04-05 15:01:42 main:581] : INFO : Epoch 2016 | loss: 0.0312515 | val_loss: 0.031254 | Time: 4285.7 ms [2022-04-05 15:01:46 main:581] : INFO : Epoch 2017 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 4373.79 ms [2022-04-05 15:01:50 main:581] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 4370.92 ms [2022-04-05 15:01:55 main:581] : INFO : Epoch 2019 | loss: 0.0312506 | val_loss: 0.03125 | Time: 4421.21 ms [2022-04-05 15:01:59 main:581] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312498 | Time: 4347.57 ms [2022-04-05 15:02:03 main:581] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312506 | Time: 4162.69 ms [2022-04-05 15:02:07 main:581] : INFO : Epoch 2022 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 4016.19 ms [2022-04-05 15:02:12 main:581] : INFO : Epoch 2023 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4276.02 ms [2022-04-05 15:02:16 main:581] : INFO : Epoch 2024 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4280.93 ms [2022-04-05 15:02:20 main:581] : INFO : Epoch 2025 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 4286.13 ms [2022-04-05 15:02:24 main:581] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4279.93 ms [2022-04-05 15:02:29 main:581] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4367.66 ms [2022-04-05 15:02:33 main:581] : INFO : Epoch 2028 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4388.64 ms [2022-04-05 15:02:38 main:581] : INFO : Epoch 2029 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 4375.24 ms [2022-04-05 15:02:42 main:581] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4348.4 ms [2022-04-05 15:02:46 main:581] : INFO : Epoch 2031 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3625.1 ms [2022-04-05 15:02:50 main:581] : INFO : Epoch 2032 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4168.93 ms [2022-04-05 15:02:54 main:581] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4274.36 ms [2022-04-05 15:02:58 main:581] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4277.78 ms [2022-04-05 15:03:03 main:581] : INFO : Epoch 2035 | loss: 0.0312511 | val_loss: 0.031252 | Time: 4280.94 ms [2022-04-05 15:03:07 main:581] : INFO : Epoch 2036 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 4288.75 ms [2022-04-05 15:03:11 main:581] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4416.23 ms [2022-04-05 15:03:16 main:581] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4420.55 ms [2022-04-05 15:03:20 main:581] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4445.09 ms [2022-04-05 15:03:25 main:581] : INFO : Epoch 2040 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4355.03 ms [2022-04-05 15:03:28 main:581] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 3334.2 ms [2022-04-05 15:03:32 main:581] : INFO : Epoch 2042 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4076.85 ms [2022-04-05 15:03:36 main:581] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4265.82 ms [2022-04-05 15:03:40 main:581] : INFO : Epoch 2044 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 4264.72 ms [2022-04-05 15:03:45 main:581] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4261.77 ms [2022-04-05 15:03:49 main:581] : INFO : Epoch 2046 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4276.16 ms [2022-04-05 15:03:53 main:581] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4384.42 ms [2022-04-05 15:03:58 main:581] : INFO : Epoch 2048 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4381.5 ms [2022-04-05 15:03:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312505 [2022-04-05 15:03:58 main:610] : INFO : Saving end state to config to file [2022-04-05 15:03:58 main:615] : INFO : Success, exiting.. 15:03:58 (1726424): 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)