Task 10458482
| Name | ParityModified-1639960192-15216-1-0_0 |
| Workunit | 7799584 |
| Created | 5 Jan 2022, 4:15:03 UTC |
| Sent | 21 Jan 2022, 18:22:47 UTC |
| Report deadline | 29 Jan 2022, 18:22:47 UTC |
| Received | 21 Jan 2022, 23:27:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 5 hours 4 min 13 sec |
| CPU time | 4 hours 39 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3:13:18 main:574] : INFO : Epoch 1542 | loss: 0.0311031 | val_loss: 0.031206 | Time: 10553.1 ms [2022-01-21 23:13:29 main:574] : INFO : Epoch 1543 | loss: 0.0311044 | val_loss: 0.031211 | Time: 10550.4 ms [2022-01-21 23:13:40 main:574] : INFO : Epoch 1544 | loss: 0.0311014 | val_loss: 0.0312064 | Time: 10488.1 ms [2022-01-21 23:13:50 main:574] : INFO : Epoch 1545 | loss: 0.0310922 | val_loss: 0.0312112 | Time: 10303 ms [2022-01-21 23:14:01 main:574] : INFO : Epoch 1546 | loss: 0.0310928 | val_loss: 0.0312066 | Time: 10620.8 ms [2022-01-21 23:14:11 main:574] : INFO : Epoch 1547 | loss: 0.0311117 | val_loss: 0.0311967 | Time: 10830.7 ms [2022-01-21 23:14:21 main:574] : INFO : Epoch 1548 | loss: 0.0311007 | val_loss: 0.0312036 | Time: 9850.98 ms [2022-01-21 23:14:31 main:574] : INFO : Epoch 1549 | loss: 0.0310849 | val_loss: 0.0312163 | Time: 9673.5 ms [2022-01-21 23:14:40 main:574] : INFO : Epoch 1550 | loss: 0.0310778 | val_loss: 0.0312153 | Time: 9255.76 ms [2022-01-21 23:14:50 main:574] : INFO : Epoch 1551 | loss: 0.0310742 | val_loss: 0.0312175 | Time: 9840.48 ms [2022-01-21 23:15:00 main:574] : INFO : Epoch 1552 | loss: 0.0310782 | val_loss: 0.0312106 | Time: 9320.81 ms [2022-01-21 23:15:09 main:574] : INFO : Epoch 1553 | loss: 0.0310859 | val_loss: 0.0312251 | Time: 9427.22 ms [2022-01-21 23:15:19 main:574] : INFO : Epoch 1554 | loss: 0.031081 | val_loss: 0.0312121 | Time: 9259.49 ms [2022-01-21 23:15:28 main:574] : INFO : Epoch 1555 | loss: 0.031101 | val_loss: 0.0312007 | Time: 9256.4 ms [2022-01-21 23:15:37 main:574] : INFO : Epoch 1556 | loss: 0.031098 | val_loss: 0.031204 | Time: 8990.63 ms [2022-01-21 23:15:46 main:574] : INFO : Epoch 1557 | loss: 0.0310993 | val_loss: 0.0311956 | Time: 9062.68 ms [2022-01-21 23:15:56 main:574] : INFO : Epoch 1558 | loss: 0.031089 | val_loss: 0.0312088 | Time: 9636.58 ms [2022-01-21 23:16:06 main:574] : INFO : Epoch 1559 | loss: 0.0310896 | val_loss: 0.0312085 | Time: 10529.8 ms [2022-01-21 23:16:16 main:574] : INFO : Epoch 1560 | loss: 0.0310863 | val_loss: 0.0312278 | Time: 9818.09 ms [2022-01-21 23:16:27 main:574] : INFO : Epoch 1561 | loss: 0.0310794 | val_loss: 0.0312219 | Time: 10107.4 ms [2022-01-21 23:16:36 main:574] : INFO : Epoch 1562 | loss: 0.0310746 | val_loss: 0.031232 | Time: 9557.22 ms [2022-01-21 23:16:45 main:574] : INFO : Epoch 1563 | loss: 0.0310714 | val_loss: 0.031222 | Time: 9027.6 ms [2022-01-21 23:16:55 main:574] : INFO : Epoch 1564 | loss: 0.0310688 | val_loss: 0.0312267 | Time: 9278.04 ms [2022-01-21 23:17:06 main:574] : INFO : Epoch 1565 | loss: 0.0310673 | val_loss: 0.0312165 | Time: 11804.4 ms [2022-01-21 23:17:16 main:574] : INFO : Epoch 1566 | loss: 0.0310767 | val_loss: 0.0312217 | Time: 9497.46 ms [2022-01-21 23:17:25 main:574] : INFO : Epoch 1567 | loss: 0.0310742 | val_loss: 0.0312165 | Time: 9131.33 ms [2022-01-21 23:17:34 main:574] : INFO : Epoch 1568 | loss: 0.0310666 | val_loss: 0.0312206 | Time: 9046.37 ms [2022-01-21 23:17:44 main:574] : INFO : Epoch 1569 | loss: 0.0310642 | val_loss: 0.0312259 | Time: 9543.31 ms [2022-01-21 23:17:53 main:574] : INFO : Epoch 1570 | loss: 0.0310585 | val_loss: 0.0312178 | Time: 9146.48 ms [2022-01-21 23:18:03 main:574] : INFO : Epoch 1571 | loss: 0.0310601 | val_loss: 0.0312282 | Time: 9662.54 ms [2022-01-21 23:18:13 main:574] : INFO : Epoch 1572 | loss: 0.0310695 | val_loss: 0.0312244 | Time: 9516.98 ms [2022-01-21 23:18:22 main:574] : INFO : Epoch 1573 | loss: 0.0310626 | val_loss: 0.0312176 | Time: 9595 ms [2022-01-21 23:18:32 main:574] : INFO : Epoch 1574 | loss: 0.0310612 | val_loss: 0.0312249 | Time: 9708.1 ms [2022-01-21 23:18:41 main:574] : INFO : Epoch 1575 | loss: 0.0310675 | val_loss: 0.0312188 | Time: 9469.25 ms [2022-01-21 23:18:51 main:574] : INFO : Epoch 1576 | loss: 0.0310735 | val_loss: 0.0312335 | Time: 9060.7 ms [2022-01-21 23:19:00 main:574] : INFO : Epoch 1577 | loss: 0.0310671 | val_loss: 0.0312096 | Time: 9026.59 ms [2022-01-21 23:19:09 main:574] : INFO : Epoch 1578 | loss: 0.0310589 | val_loss: 0.0312301 | Time: 9171.1 ms [2022-01-21 23:19:18 main:574] : INFO : Epoch 1579 | loss: 0.0310603 | val_loss: 0.0312302 | Time: 9304 ms [2022-01-21 23:19:28 main:574] : INFO : Epoch 1580 | loss: 0.0310642 | val_loss: 0.0312067 | Time: 9471.22 ms [2022-01-21 23:19:38 main:574] : INFO : Epoch 1581 | loss: 0.0310589 | val_loss: 0.031231 | Time: 9683.24 ms [2022-01-21 23:19:48 main:574] : INFO : Epoch 1582 | loss: 0.0310565 | val_loss: 0.0312159 | Time: 10149.5 ms [2022-01-21 23:19:58 main:574] : INFO : Epoch 1583 | loss: 0.0310576 | val_loss: 0.0312163 | Time: 10286.9 ms [2022-01-21 23:20:08 main:574] : INFO : Epoch 1584 | loss: 0.031069 | val_loss: 0.03122 | Time: 9590.23 ms [2022-01-21 23:20:17 main:574] : INFO : Epoch 1585 | loss: 0.0310604 | val_loss: 0.0312244 | Time: 9204.83 ms [2022-01-21 23:20:26 main:574] : INFO : Epoch 1586 | loss: 0.0310653 | val_loss: 0.0312236 | Time: 9366.24 ms [2022-01-21 23:20:36 main:574] : INFO : Epoch 1587 | loss: 0.0310668 | val_loss: 0.0312187 | Time: 9153.76 ms [2022-01-21 23:20:45 main:574] : INFO : Epoch 1588 | loss: 0.0310628 | val_loss: 0.0312215 | Time: 9516.74 ms [2022-01-21 23:20:55 main:574] : INFO : Epoch 1589 | loss: 0.0310606 | val_loss: 0.0312184 | Time: 9405.76 ms [2022-01-21 23:21:04 main:574] : INFO : Epoch 1590 | loss: 0.0310665 | val_loss: 0.0312405 | Time: 9058.13 ms [2022-01-21 23:21:13 main:574] : INFO : Epoch 1591 | loss: 0.0310656 | val_loss: 0.0312161 | Time: 9399.78 ms [2022-01-21 23:21:24 main:574] : INFO : Epoch 1592 | loss: 0.031066 | val_loss: 0.0312217 | Time: 10402.2 ms [2022-01-21 23:21:34 main:574] : INFO : Epoch 1593 | loss: 0.0310617 | val_loss: 0.0312212 | Time: 10176 ms [2022-01-21 23:21:45 main:574] : INFO : Epoch 1594 | loss: 0.0310629 | val_loss: 0.0312235 | Time: 10514.4 ms [2022-01-21 23:21:54 main:574] : INFO : Epoch 1595 | loss: 0.0310609 | val_loss: 0.0312269 | Time: 9561.17 ms [2022-01-21 23:22:04 main:574] : INFO : Epoch 1596 | loss: 0.0310709 | val_loss: 0.0312197 | Time: 9623.84 ms [2022-01-21 23:22:14 main:574] : INFO : Epoch 1597 | loss: 0.0310717 | val_loss: 0.0312207 | Time: 9652.95 ms [2022-01-21 23:22:23 main:574] : INFO : Epoch 1598 | loss: 0.031072 | val_loss: 0.0312249 | Time: 9616.11 ms [2022-01-21 23:22:33 main:574] : INFO : Epoch 1599 | loss: 0.0310693 | val_loss: 0.03122 | Time: 9607.51 ms [2022-01-21 23:22:43 main:574] : INFO : Epoch 1600 | loss: 0.0310647 | val_loss: 0.0312317 | Time: 9629.67 ms [2022-01-21 23:22:53 main:574] : INFO : Epoch 1601 | loss: 0.0310624 | val_loss: 0.0312112 | Time: 9833.53 ms [2022-01-21 23:23:02 main:574] : INFO : Epoch 1602 | loss: 0.0310772 | val_loss: 0.0312213 | Time: 9721.28 ms [2022-01-21 23:23:12 main:574] : INFO : Epoch 1603 | loss: 0.0310778 | val_loss: 0.0312112 | Time: 9726.71 ms [2022-01-21 23:23:22 main:574] : INFO : Epoch 1604 | loss: 0.0310814 | val_loss: 0.0312175 | Time: 9636.61 ms [2022-01-21 23:23:32 main:574] : INFO : Epoch 1605 | loss: 0.03108 | val_loss: 0.0312238 | Time: 9783.2 ms [2022-01-21 23:23:41 main:574] : INFO : Epoch 1606 | loss: 0.0310732 | val_loss: 0.0312187 | Time: 9649.41 ms [2022-01-21 23:23:51 main:574] : INFO : Epoch 1607 | loss: 0.0310695 | val_loss: 0.0312207 | Time: 9816.74 ms [2022-01-21 23:24:01 main:574] : INFO : Epoch 1608 | loss: 0.0310654 | val_loss: 0.031219 | Time: 9474.14 ms [2022-01-21 23:24:11 main:574] : INFO : Epoch 1609 | loss: 0.0310917 | val_loss: 0.0312043 | Time: 9999.68 ms [2022-01-21 23:24:21 main:574] : INFO : Epoch 1610 | loss: 0.0310982 | val_loss: 0.0312145 | Time: 10239.8 ms [2022-01-21 23:24:31 main:574] : INFO : Epoch 1611 | loss: 0.0310928 | val_loss: 0.0312066 | Time: 9524.37 ms [2022-01-21 23:24:40 main:574] : INFO : Epoch 1612 | loss: 0.0310839 | val_loss: 0.0312247 | Time: 9373.88 ms [2022-01-21 23:24:50 main:574] : INFO : Epoch 1613 | loss: 0.0310737 | val_loss: 0.0312252 | Time: 9555.8 ms [2022-01-21 23:24:59 main:574] : INFO : Epoch 1614 | loss: 0.0310668 | val_loss: 0.031221 | Time: 9514.14 ms [2022-01-21 23:25:09 main:574] : INFO : Epoch 1615 | loss: 0.0310646 | val_loss: 0.0312378 | Time: 9786.8 ms [2022-01-21 23:25:20 main:574] : INFO : Epoch 1616 | loss: 0.0310664 | val_loss: 0.0312236 | Time: 10308.3 ms [2022-01-21 23:25:31 main:574] : INFO : Epoch 1617 | loss: 0.0310626 | val_loss: 0.03124 | Time: 11226.3 ms [2022-01-21 23:25:41 main:574] : INFO : Epoch 1618 | loss: 0.0310663 | val_loss: 0.0312291 | Time: 9544.98 ms [2022-01-21 23:25:50 main:574] : INFO : Epoch 1619 | loss: 0.0310674 | val_loss: 0.0312287 | Time: 9546.27 ms [2022-01-21 23:26:00 main:574] : INFO : Epoch 1620 | loss: 0.0310656 | val_loss: 0.0312369 | Time: 9511.66 ms [2022-01-21 23:26:10 main:574] : INFO : Epoch 1621 | loss: 0.0310654 | val_loss: 0.0312229 | Time: 10394.7 ms [2022-01-21 23:26:19 main:574] : INFO : Epoch 1622 | loss: 0.031066 | val_loss: 0.0312381 | Time: 9179.99 ms [2022-01-21 23:26:29 main:574] : INFO : Epoch 1623 | loss: 0.0310671 | val_loss: 0.0312251 | Time: 9304.58 ms [2022-01-21 23:26:38 main:574] : INFO : Epoch 1624 | loss: 0.031064 | val_loss: 0.0312289 | Time: 9130.28 ms [2022-01-21 23:26:47 main:574] : INFO : Epoch 1625 | loss: 0.0310607 | val_loss: 0.0312236 | Time: 9212.79 ms [2022-01-21 23:26:57 main:574] : INFO : Epoch 1626 | loss: 0.031062 | val_loss: 0.0312261 | Time: 9361.88 ms [2022-01-21 23:27:06 main:574] : INFO : Epoch 1627 | loss: 0.0310555 | val_loss: 0.0312265 | Time: 9037.43 ms [2022-01-21 23:27:15 main:574] : INFO : Epoch 1628 | loss: 0.0310499 | val_loss: 0.0312423 | Time: 9268.76 ms [2022-01-21 23:27:25 main:574] : INFO : Epoch 1629 | loss: 0.0310556 | val_loss: 0.0312227 | Time: 9522.94 ms [2022-01-21 23:27:34 main:574] : INFO : Epoch 1630 | loss: 0.0310637 | val_loss: 0.0312305 | Time: 9091.8 ms [2022-01-21 23:27:43 main:574] : INFO : Epoch 1631 | loss: 0.0310754 | val_loss: 0.0312185 | Time: 9089.36 ms [2022-01-21 23:27:52 main:574] : INFO : Epoch 1632 | loss: 0.0310734 | val_loss: 0.0312241 | Time: 9340.86 ms [2022-01-21 23:28:03 main:574] : INFO : Epoch 1633 | loss: 0.0310697 | val_loss: 0.0312192 | Time: 10341.4 ms [2022-01-21 23:28:12 main:574] : INFO : Epoch 1634 | loss: 0.0310697 | val_loss: 0.0312223 | Time: 9297.19 ms [2022-01-21 23:28:22 main:574] : INFO : Epoch 1635 | loss: 0.0310658 | val_loss: 0.0312227 | Time: 9310.17 ms [2022-01-21 23:28:31 main:574] : INFO : Epoch 1636 | loss: 0.0310604 | val_loss: 0.0312283 | Time: 9098.97 ms [2022-01-21 23:28:40 main:574] : INFO : Epoch 1637 | loss: 0.0310582 | val_loss: 0.0312251 | Time: 9238.41 ms [2022-01-21 23:28:49 main:574] : INFO : Epoch 1638 | loss: 0.0310546 | val_loss: 0.0312259 | Time: 9265.3 ms [2022-01-21 23:28:59 main:574] : INFO : Epoch 1639 | loss: 0.0310545 | val_loss: 0.031233 | Time: 9523.02 ms [2022-01-21 23:29:09 main:574] : INFO : Epoch 1640 | loss: 0.0310551 | val_loss: 0.0312414 | Time: 9635.07 ms [2022-01-21 23:29:18 main:574] : INFO : Epoch 1641 | loss: 0.0310517 | val_loss: 0.0312428 | Time: 9566.82 ms [2022-01-21 23:29:28 main:574] : INFO : Epoch 1642 | loss: 0.0310549 | val_loss: 0.0312368 | Time: 9232.02 ms [2022-01-21 23:29:37 main:574] : INFO : Epoch 1643 | loss: 0.0310619 | val_loss: 0.0312256 | Time: 9799.71 ms [2022-01-21 23:29:48 main:574] : INFO : Epoch 1644 | loss: 0.0310638 | val_loss: 0.0312278 | Time: 10937.9 ms [2022-01-21 23:29:58 main:574] : INFO : Epoch 1645 | loss: 0.0310677 | val_loss: 0.0312263 | Time: 9339.16 ms [2022-01-21 23:30:06 main:574] : INFO : Epoch 1646 | loss: 0.0310959 | val_loss: 0.0312168 | Time: 8503.09 ms [2022-01-21 23:30:15 main:574] : INFO : Epoch 1647 | loss: 0.031093 | val_loss: 0.0312072 | Time: 8834.32 ms [2022-01-21 23:30:24 main:574] : INFO : Epoch 1648 | loss: 0.0310812 | val_loss: 0.0312186 | Time: 8846.36 ms [2022-01-21 23:30:33 main:574] : INFO : Epoch 1649 | loss: 0.031078 | val_loss: 0.0312161 | Time: 8950.17 ms [2022-01-21 23:30:43 main:574] : INFO : Epoch 1650 | loss: 0.0310724 | val_loss: 0.0312158 | Time: 9700.62 ms [2022-01-21 23:30:52 main:574] : INFO : Epoch 1651 | loss: 0.0310807 | val_loss: 0.0312329 | Time: 8963.56 ms [2022-01-21 23:31:01 main:574] : INFO : Epoch 1652 | loss: 0.0310724 | val_loss: 0.0312183 | Time: 8949.14 ms [2022-01-21 23:31:10 main:574] : INFO : Epoch 1653 | loss: 0.0310737 | val_loss: 0.0312294 | Time: 9039.88 ms [2022-01-21 23:31:20 main:574] : INFO : Epoch 1654 | loss: 0.0310675 | val_loss: 0.0312114 | Time: 9584.16 ms [2022-01-21 23:31:29 main:574] : INFO : Epoch 1655 | loss: 0.0310609 | val_loss: 0.0312319 | Time: 9588.88 ms [2022-01-21 23:31:39 main:574] : INFO : Epoch 1656 | loss: 0.0310689 | val_loss: 0.0312116 | Time: 9798.85 ms [2022-01-21 23:31:49 main:574] : INFO : Epoch 1657 | loss: 0.0310689 | val_loss: 0.0312267 | Time: 9667.13 ms [2022-01-21 23:31:58 main:574] : INFO : Epoch 1658 | loss: 0.0310628 | val_loss: 0.0312352 | Time: 9452.83 ms [2022-01-21 23:32:08 main:574] : INFO : Epoch 1659 | loss: 0.0310566 | val_loss: 0.0312277 | Time: 9531.48 ms [2022-01-21 23:32:18 main:574] : INFO : Epoch 1660 | loss: 0.0310547 | val_loss: 0.0312391 | Time: 9552.96 ms [2022-01-21 23:32:27 main:574] : INFO : Epoch 1661 | loss: 0.0310563 | val_loss: 0.0312222 | Time: 9493.55 ms [2022-01-21 23:32:37 main:574] : INFO : Epoch 1662 | loss: 0.0310591 | val_loss: 0.0312426 | Time: 9457.88 ms [2022-01-21 23:32:46 main:574] : INFO : Epoch 1663 | loss: 0.0310661 | val_loss: 0.0312263 | Time: 9676.52 ms [2022-01-21 23:32:56 main:574] : INFO : Epoch 1664 | loss: 0.0310678 | val_loss: 0.0312189 | Time: 9556.41 ms [2022-01-21 23:33:05 main:574] : INFO : Epoch 1665 | loss: 0.0310664 | val_loss: 0.0312275 | Time: 9499.62 ms [2022-01-21 23:33:15 main:574] : INFO : Epoch 1666 | loss: 0.0310699 | val_loss: 0.0312191 | Time: 9529.05 ms [2022-01-21 23:33:25 main:574] : INFO : Epoch 1667 | loss: 0.0310732 | val_loss: 0.0312265 | Time: 10051.6 ms [2022-01-21 23:33:35 main:574] : INFO : Epoch 1668 | loss: 0.0310726 | val_loss: 0.0312174 | Time: 9445.88 ms [2022-01-21 23:33:44 main:574] : INFO : Epoch 1669 | loss: 0.0310713 | val_loss: 0.0312218 | Time: 9341.2 ms [2022-01-21 23:33:54 main:574] : INFO : Epoch 1670 | loss: 0.0310691 | val_loss: 0.0312135 | Time: 9703.51 ms [2022-01-21 23:34:03 main:574] : INFO : Epoch 1671 | loss: 0.031069 | val_loss: 0.0312159 | Time: 9445.42 ms [2022-01-21 23:34:13 main:574] : INFO : Epoch 1672 | loss: 0.031068 | val_loss: 0.0312259 | Time: 9490.52 ms [2022-01-21 23:34:22 main:574] : INFO : Epoch 1673 | loss: 0.0310624 | val_loss: 0.0312318 | Time: 9480.9 ms [2022-01-21 23:34:32 main:574] : INFO : Epoch 1674 | loss: 0.0310616 | val_loss: 0.0312274 | Time: 9357.89 ms [2022-01-21 23:34:41 main:574] : INFO : Epoch 1675 | loss: 0.0310625 | val_loss: 0.0312243 | Time: 9329.9 ms [2022-01-21 23:34:50 main:574] : INFO : Epoch 1676 | loss: 0.0310699 | val_loss: 0.0312166 | Time: 9227.45 ms [2022-01-21 23:35:00 main:574] : INFO : Epoch 1677 | loss: 0.0310792 | val_loss: 0.0312182 | Time: 9109.24 ms [2022-01-21 23:35:09 main:574] : INFO : Epoch 1678 | loss: 0.0310776 | val_loss: 0.0312118 | Time: 8903.28 ms [2022-01-21 23:35:18 main:574] : INFO : Epoch 1679 | loss: 0.0310895 | val_loss: 0.0312075 | Time: 9801.97 ms [2022-01-21 23:35:28 main:574] : INFO : Epoch 1680 | loss: 0.0310844 | val_loss: 0.0312264 | Time: 9639.85 ms [2022-01-21 23:35:38 main:574] : INFO : Epoch 1681 | loss: 0.031076 | val_loss: 0.0312152 | Time: 9381.45 ms [2022-01-21 23:35:47 main:574] : INFO : Epoch 1682 | loss: 0.0310701 | val_loss: 0.0312374 | Time: 9018.74 ms [2022-01-21 23:35:56 main:574] : INFO : Epoch 1683 | loss: 0.0310641 | val_loss: 0.0312333 | Time: 9070.78 ms [2022-01-21 23:36:05 main:574] : INFO : Epoch 1684 | loss: 0.0310609 | val_loss: 0.0312155 | Time: 9411.97 ms [2022-01-21 23:36:15 main:574] : INFO : Epoch 1685 | loss: 0.0310572 | val_loss: 0.0312431 | Time: 9713.16 ms [2022-01-21 23:36:25 main:574] : INFO : Epoch 1686 | loss: 0.0310575 | val_loss: 0.0312256 | Time: 9537.8 ms [2022-01-21 23:36:34 main:574] : INFO : Epoch 1687 | loss: 0.0310626 | val_loss: 0.0312262 | Time: 9391.48 ms [2022-01-21 23:36:43 main:574] : INFO : Epoch 1688 | loss: 0.0310635 | val_loss: 0.0312267 | Time: 9136.44 ms [2022-01-21 23:36:53 main:574] : INFO : Epoch 1689 | loss: 0.0310604 | val_loss: 0.0312344 | Time: 9544.39 ms [2022-01-21 23:37:02 main:574] : INFO : Epoch 1690 | loss: 0.0310564 | val_loss: 0.0312332 | Time: 9409.67 ms [2022-01-21 23:37:12 main:574] : INFO : Epoch 1691 | loss: 0.0310563 | val_loss: 0.0312275 | Time: 9452.85 ms [2022-01-21 23:37:21 main:574] : INFO : Epoch 1692 | loss: 0.0310988 | val_loss: 0.0312064 | Time: 9115.53 ms [2022-01-21 23:37:30 main:574] : INFO : Epoch 1693 | loss: 0.031133 | val_loss: 0.031193 | Time: 9105.2 ms [2022-01-21 23:37:40 main:574] : INFO : Epoch 1694 | loss: 0.0311243 | val_loss: 0.0311933 | Time: 9551.9 ms [2022-01-21 23:37:49 main:574] : INFO : Epoch 1695 | loss: 0.0311092 | val_loss: 0.0312032 | Time: 9597.18 ms [2022-01-21 23:37:59 main:574] : INFO : Epoch 1696 | loss: 0.0310994 | val_loss: 0.0312124 | Time: 9528.48 ms [2022-01-21 23:38:08 main:574] : INFO : Epoch 1697 | loss: 0.031093 | val_loss: 0.0312073 | Time: 9486.55 ms [2022-01-21 23:38:18 main:574] : INFO : Epoch 1698 | loss: 0.0310908 | val_loss: 0.0312089 | Time: 9117.26 ms [2022-01-21 23:38:27 main:574] : INFO : Epoch 1699 | loss: 0.031089 | val_loss: 0.0312142 | Time: 9484.9 ms [2022-01-21 23:38:37 main:574] : INFO : Epoch 1700 | loss: 0.0310868 | val_loss: 0.0312074 | Time: 9389.26 ms [2022-01-21 23:38:46 main:574] : INFO : Epoch 1701 | loss: 0.0310867 | val_loss: 0.0312075 | Time: 9603.75 ms [2022-01-21 23:38:56 main:574] : INFO : Epoch 1702 | loss: 0.0311453 | val_loss: 0.0311772 | Time: 9413.4 ms [2022-01-21 23:39:05 main:574] : INFO : Epoch 1703 | loss: 0.0311486 | val_loss: 0.0311788 | Time: 9188.97 ms [2022-01-21 23:39:14 main:574] : INFO : Epoch 1704 | loss: 0.0311428 | val_loss: 0.0311769 | Time: 9391.92 ms [2022-01-21 23:39:24 main:574] : INFO : Epoch 1705 | loss: 0.0311317 | val_loss: 0.0311752 | Time: 9534.66 ms [2022-01-21 23:39:33 main:574] : INFO : Epoch 1706 | loss: 0.0311307 | val_loss: 0.0311783 | Time: 9006.19 ms [2022-01-21 23:39:42 main:574] : INFO : Epoch 1707 | loss: 0.0311271 | val_loss: 0.0311787 | Time: 8892.98 ms [2022-01-21 23:39:51 main:574] : INFO : Epoch 1708 | loss: 0.0311224 | val_loss: 0.0311865 | Time: 9121.43 ms [2022-01-21 23:40:01 main:574] : INFO : Epoch 1709 | loss: 0.0311216 | val_loss: 0.0311792 | Time: 9450.46 ms [2022-01-21 23:40:10 main:574] : INFO : Epoch 1710 | loss: 0.0311195 | val_loss: 0.0311874 | Time: 9550.57 ms [2022-01-21 23:40:19 main:574] : INFO : Epoch 1711 | loss: 0.031118 | val_loss: 0.0311837 | Time: 9093.16 ms [2022-01-21 23:40:28 main:574] : INFO : Epoch 1712 | loss: 0.0311134 | val_loss: 0.0311779 | Time: 8933.9 ms [2022-01-21 23:40:38 main:574] : INFO : Epoch 1713 | loss: 0.0311188 | val_loss: 0.0311884 | Time: 9198.52 ms [2022-01-21 23:40:47 main:574] : INFO : Epoch 1714 | loss: 0.0311211 | val_loss: 0.0311859 | Time: 9637.22 ms [2022-01-21 23:40:57 main:574] : INFO : Epoch 1715 | loss: 0.0311169 | val_loss: 0.0311804 | Time: 9557.23 ms [2022-01-21 23:41:07 main:574] : INFO : Epoch 1716 | loss: 0.0311139 | val_loss: 0.0311897 | Time: 9542.13 ms [2022-01-21 23:41:16 main:574] : INFO : Epoch 1717 | loss: 0.0311104 | val_loss: 0.0311906 | Time: 9525.8 ms [2022-01-21 23:41:26 main:574] : INFO : Epoch 1718 | loss: 0.0311083 | val_loss: 0.0311856 | Time: 9559.51 ms [2022-01-21 23:41:35 main:574] : INFO : Epoch 1719 | loss: 0.0311044 | val_loss: 0.0311964 | Time: 9415.78 ms [2022-01-21 23:41:45 main:574] : INFO : Epoch 1720 | loss: 0.0311061 | val_loss: 0.0311902 | Time: 9497.19 ms [2022-01-21 23:41:54 main:574] : INFO : Epoch 1721 | loss: 0.0311135 | val_loss: 0.0312091 | Time: 9486.14 ms [2022-01-21 23:42:04 main:574] : INFO : Epoch 1722 | loss: 0.0311073 | val_loss: 0.031202 | Time: 9338.88 ms [2022-01-21 23:42:13 main:574] : INFO : Epoch 1723 | loss: 0.031112 | val_loss: 0.0311867 | Time: 9073.36 ms [2022-01-21 23:42:22 main:574] : INFO : Epoch 1724 | loss: 0.0311099 | val_loss: 0.0311957 | Time: 9130.24 ms [2022-01-21 23:42:31 main:574] : INFO : Epoch 1725 | loss: 0.0311101 | val_loss: 0.0311976 | Time: 9257.32 ms [2022-01-21 23:42:41 main:574] : INFO : Epoch 1726 | loss: 0.0311016 | val_loss: 0.0311965 | Time: 9165.25 ms [2022-01-21 23:42:50 main:574] : INFO : Epoch 1727 | loss: 0.0310994 | val_loss: 0.031203 | Time: 8905.7 ms [2022-01-21 23:42:59 main:574] : INFO : Epoch 1728 | loss: 0.0310974 | val_loss: 0.0311935 | Time: 8941.64 ms [2022-01-21 23:43:08 main:574] : INFO : Epoch 1729 | loss: 0.0311019 | val_loss: 0.0311924 | Time: 9008.15 ms [2022-01-21 23:43:17 main:574] : INFO : Epoch 1730 | loss: 0.0311018 | val_loss: 0.0312018 | Time: 9365.23 ms [2022-01-21 23:43:26 main:574] : INFO : Epoch 1731 | loss: 0.0310954 | val_loss: 0.0312012 | Time: 9011.94 ms [2022-01-21 23:43:35 main:574] : INFO : Epoch 1732 | loss: 0.0310969 | val_loss: 0.031197 | Time: 8977.22 ms [2022-01-21 23:43:44 main:574] : INFO : Epoch 1733 | loss: 0.0310988 | val_loss: 0.0311929 | Time: 8880.42 ms [2022-01-21 23:43:53 main:574] : INFO : Epoch 1734 | loss: 0.0310988 | val_loss: 0.0311936 | Time: 9149.61 ms [2022-01-21 23:44:03 main:574] : INFO : Epoch 1735 | loss: 0.0311032 | val_loss: 0.0311997 | Time: 9646.43 ms [2022-01-21 23:44:12 main:574] : INFO : Epoch 1736 | loss: 0.0311007 | val_loss: 0.0311898 | Time: 9360.1 ms [2022-01-21 23:44:22 main:574] : INFO : Epoch 1737 | loss: 0.0310974 | val_loss: 0.0312011 | Time: 9550.28 ms [2022-01-21 23:44:32 main:574] : INFO : Epoch 1738 | loss: 0.0310929 | val_loss: 0.031201 | Time: 9570.03 ms [2022-01-21 23:44:41 main:574] : INFO : Epoch 1739 | loss: 0.0310911 | val_loss: 0.031196 | Time: 9389.5 ms [2022-01-21 23:44:51 main:574] : INFO : Epoch 1740 | loss: 0.0310941 | val_loss: 0.0311949 | Time: 9677.85 ms [2022-01-21 23:45:00 main:574] : INFO : Epoch 1741 | loss: 0.0310946 | val_loss: 0.0312062 | Time: 9419.41 ms [2022-01-21 23:45:10 main:574] : INFO : Epoch 1742 | loss: 0.0311028 | val_loss: 0.0311953 | Time: 9537.25 ms [2022-01-21 23:45:19 main:574] : INFO : Epoch 1743 | loss: 0.0311095 | val_loss: 0.0311985 | Time: 9219.48 ms [2022-01-21 23:45:28 main:574] : INFO : Epoch 1744 | loss: 0.0311076 | val_loss: 0.031197 | Time: 9282.09 ms [2022-01-21 23:45:38 main:574] : INFO : Epoch 1745 | loss: 0.0310992 | val_loss: 0.0311945 | Time: 9559.92 ms [2022-01-21 23:45:47 main:574] : INFO : Epoch 1746 | loss: 0.0311 | val_loss: 0.0311959 | Time: 9330.26 ms [2022-01-21 23:45:57 main:574] : INFO : Epoch 1747 | loss: 0.0311002 | val_loss: 0.0311963 | Time: 9384.4 ms [2022-01-21 23:46:06 main:574] : INFO : Epoch 1748 | loss: 0.0310969 | val_loss: 0.0311946 | Time: 9462.76 ms [2022-01-21 23:46:16 main:574] : INFO : Epoch 1749 | loss: 0.0310937 | val_loss: 0.0312027 | Time: 9549.02 ms [2022-01-21 23:46:26 main:574] : INFO : Epoch 1750 | loss: 0.0310946 | val_loss: 0.0312033 | Time: 9646.79 ms [2022-01-21 23:46:35 main:574] : INFO : Epoch 1751 | loss: 0.0310929 | val_loss: 0.0311976 | Time: 9037.93 ms [2022-01-21 23:46:44 main:574] : INFO : Epoch 1752 | loss: 0.0310937 | val_loss: 0.0312052 | Time: 9150.82 ms [2022-01-21 23:46:53 main:574] : INFO : Epoch 1753 | loss: 0.0310944 | val_loss: 0.0312033 | Time: 9047.99 ms [2022-01-21 23:47:02 main:574] : INFO : Epoch 1754 | loss: 0.0310923 | val_loss: 0.0312037 | Time: 9269.94 ms [2022-01-21 23:47:12 main:574] : INFO : Epoch 1755 | loss: 0.0310899 | val_loss: 0.0312072 | Time: 9419.02 ms [2022-01-21 23:47:21 main:574] : INFO : Epoch 1756 | loss: 0.031092 | val_loss: 0.0312082 | Time: 9560.46 ms [2022-01-21 23:47:31 main:574] : INFO : Epoch 1757 | loss: 0.0310907 | val_loss: 0.0312008 | Time: 9396.78 ms [2022-01-21 23:47:40 main:574] : INFO : Epoch 1758 | loss: 0.0310912 | val_loss: 0.0312053 | Time: 9404.84 ms [2022-01-21 23:47:50 main:574] : INFO : Epoch 1759 | loss: 0.0310866 | val_loss: 0.0312024 | Time: 9628.85 ms [2022-01-21 23:47:59 main:574] : INFO : Epoch 1760 | loss: 0.0310851 | val_loss: 0.0312054 | Time: 9256.9 ms [2022-01-21 23:48:09 main:574] : INFO : Epoch 1761 | loss: 0.0310826 | val_loss: 0.0312003 | Time: 9632.32 ms [2022-01-21 23:48:18 main:574] : INFO : Epoch 1762 | loss: 0.0310874 | val_loss: 0.0312025 | Time: 9190.97 ms [2022-01-21 23:48:27 main:574] : INFO : Epoch 1763 | loss: 0.0310896 | val_loss: 0.0311969 | Time: 9040.52 ms [2022-01-21 23:48:36 main:574] : INFO : Epoch 1764 | loss: 0.0310937 | val_loss: 0.0312023 | Time: 8757.61 ms [2022-01-21 23:48:46 main:574] : INFO : Epoch 1765 | loss: 0.0310866 | val_loss: 0.0312018 | Time: 9328.64 ms [2022-01-21 23:48:55 main:574] : INFO : Epoch 1766 | loss: 0.0310957 | val_loss: 0.0311977 | Time: 9667.5 ms [2022-01-21 23:49:05 main:574] : INFO : Epoch 1767 | loss: 0.0310896 | val_loss: 0.0312142 | Time: 9531.81 ms [2022-01-21 23:49:14 main:574] : INFO : Epoch 1768 | loss: 0.0310852 | val_loss: 0.0312044 | Time: 9467.11 ms [2022-01-21 23:49:24 main:574] : INFO : Epoch 1769 | loss: 0.0310865 | val_loss: 0.0312044 | Time: 9662.18 ms [2022-01-21 23:49:34 main:574] : INFO : Epoch 1770 | loss: 0.0310857 | val_loss: 0.0312124 | Time: 9440.95 ms [2022-01-21 23:49:43 main:574] : INFO : Epoch 1771 | loss: 0.0310794 | val_loss: 0.0312183 | Time: 9240.11 ms [2022-01-21 23:49:53 main:574] : INFO : Epoch 1772 | loss: 0.0310803 | val_loss: 0.0312036 | Time: 9550.64 ms [2022-01-21 23:50:02 main:574] : INFO : Epoch 1773 | loss: 0.0310751 | val_loss: 0.0312212 | Time: 9548.15 ms [2022-01-21 23:50:12 main:574] : INFO : Epoch 1774 | loss: 0.0310788 | val_loss: 0.031202 | Time: 9438.92 ms [2022-01-21 23:50:21 main:574] : INFO : Epoch 1775 | loss: 0.0310914 | val_loss: 0.0312009 | Time: 9592.21 ms [2022-01-21 23:50:31 main:574] : INFO : Epoch 1776 | loss: 0.031093 | val_loss: 0.0312127 | Time: 9488.22 ms [2022-01-21 23:50:40 main:574] : INFO : Epoch 1777 | loss: 0.0310956 | val_loss: 0.031203 | Time: 9583.35 ms [2022-01-21 23:50:50 main:574] : INFO : Epoch 1778 | loss: 0.031088 | val_loss: 0.0312025 | Time: 9544.44 ms [2022-01-21 23:51:00 main:574] : INFO : Epoch 1779 | loss: 0.0310863 | val_loss: 0.0312058 | Time: 9530.37 ms [2022-01-21 23:51:09 main:574] : INFO : Epoch 1780 | loss: 0.0310882 | val_loss: 0.0312153 | Time: 9039.61 ms [2022-01-21 23:51:18 main:574] : INFO : Epoch 1781 | loss: 0.031084 | val_loss: 0.0312134 | Time: 8905.53 ms [2022-01-21 23:51:27 main:574] : INFO : Epoch 1782 | loss: 0.0310804 | val_loss: 0.0311986 | Time: 9439.74 ms [2022-01-21 23:51:37 main:574] : INFO : Epoch 1783 | loss: 0.0310896 | val_loss: 0.0312097 | Time: 9450.6 ms [2022-01-21 23:51:46 main:574] : INFO : Epoch 1784 | loss: 0.0311011 | val_loss: 0.0311931 | Time: 9294.88 ms [2022-01-21 23:51:55 main:574] : INFO : Epoch 1785 | loss: 0.0311015 | val_loss: 0.0312065 | Time: 9016.87 ms [2022-01-21 23:52:04 main:574] : INFO : Epoch 1786 | loss: 0.0311107 | val_loss: 0.0311908 | Time: 8593.61 ms [2022-01-21 23:52:12 main:574] : INFO : Epoch 1787 | loss: 0.0310994 | val_loss: 0.0312126 | Time: 8364.92 ms [2022-01-21 23:52:21 main:574] : INFO : Epoch 1788 | loss: 0.0311036 | val_loss: 0.0311995 | Time: 8299.05 ms [2022-01-21 23:52:29 main:574] : INFO : Epoch 1789 | loss: 0.0310953 | val_loss: 0.0312051 | Time: 8249.71 ms [2022-01-21 23:52:37 main:574] : INFO : Epoch 1790 | loss: 0.0310864 | val_loss: 0.031214 | Time: 8176.5 ms [2022-01-21 23:52:46 main:574] : INFO : Epoch 1791 | loss: 0.0310871 | val_loss: 0.0312356 | Time: 8276.52 ms [2022-01-21 23:52:54 main:574] : INFO : Epoch 1792 | loss: 0.0310915 | val_loss: 0.0312117 | Time: 8218.43 ms [2022-01-21 23:53:02 main:574] : INFO : Epoch 1793 | loss: 0.0310929 | val_loss: 0.0311988 | Time: 8290.16 ms [2022-01-21 23:53:11 main:574] : INFO : Epoch 1794 | loss: 0.0310853 | val_loss: 0.0312127 | Time: 8349.25 ms [2022-01-21 23:53:19 main:574] : INFO : Epoch 1795 | loss: 0.0310938 | val_loss: 0.031204 | Time: 8230.69 ms [2022-01-21 23:53:27 main:574] : INFO : Epoch 1796 | loss: 0.0310897 | val_loss: 0.0312089 | Time: 8083.77 ms [2022-01-21 23:53:35 main:574] : INFO : Epoch 1797 | loss: 0.0310868 | val_loss: 0.0312122 | Time: 8175.33 ms [2022-01-21 23:53:43 main:574] : INFO : Epoch 1798 | loss: 0.0310851 | val_loss: 0.0312187 | Time: 8187.84 ms [2022-01-21 23:53:52 main:574] : INFO : Epoch 1799 | loss: 0.0310837 | val_loss: 0.0312088 | Time: 8274.7 ms [2022-01-21 23:54:00 main:574] : INFO : Epoch 1800 | loss: 0.0310846 | val_loss: 0.0312122 | Time: 8247.23 ms [2022-01-21 23:54:08 main:574] : INFO : Epoch 1801 | loss: 0.0310806 | val_loss: 0.031199 | Time: 8207.38 ms [2022-01-21 23:54:17 main:574] : INFO : Epoch 1802 | loss: 0.0310898 | val_loss: 0.0312088 | Time: 8235.03 ms [2022-01-21 23:54:25 main:574] : INFO : Epoch 1803 | loss: 0.0310959 | val_loss: 0.0312039 | Time: 8324.56 ms [2022-01-21 23:54:33 main:574] : INFO : Epoch 1804 | loss: 0.0310866 | val_loss: 0.0312179 | Time: 8216.62 ms [2022-01-21 23:54:41 main:574] : INFO : Epoch 1805 | loss: 0.031083 | val_loss: 0.0312146 | Time: 8105.35 ms [2022-01-21 23:54:50 main:574] : INFO : Epoch 1806 | loss: 0.0310824 | val_loss: 0.0312111 | Time: 8162.71 ms [2022-01-21 23:54:58 main:574] : INFO : Epoch 1807 | loss: 0.0310802 | val_loss: 0.0312143 | Time: 8304.6 ms [2022-01-21 23:55:06 main:574] : INFO : Epoch 1808 | loss: 0.0310789 | val_loss: 0.0312079 | Time: 8248.15 ms [2022-01-21 23:55:15 main:574] : INFO : Epoch 1809 | loss: 0.0310758 | val_loss: 0.0312058 | Time: 8107.99 ms [2022-01-21 23:55:23 main:574] : INFO : Epoch 1810 | loss: 0.0310765 | val_loss: 0.0312254 | Time: 8153.15 ms [2022-01-21 23:55:31 main:574] : INFO : Epoch 1811 | loss: 0.0310756 | val_loss: 0.0312173 | Time: 8243.9 ms [2022-01-21 23:55:39 main:574] : INFO : Epoch 1812 | loss: 0.0310755 | val_loss: 0.0312201 | Time: 8190.86 ms [2022-01-21 23:55:48 main:574] : INFO : Epoch 1813 | loss: 0.031074 | val_loss: 0.0312111 | Time: 8189.65 ms [2022-01-21 23:55:56 main:574] : INFO : Epoch 1814 | loss: 0.0310795 | val_loss: 0.0312141 | Time: 8234 ms [2022-01-21 23:56:04 main:574] : INFO : Epoch 1815 | loss: 0.031074 | val_loss: 0.03122 | Time: 8252.59 ms [2022-01-21 23:56:12 main:574] : INFO : Epoch 1816 | loss: 0.0310783 | val_loss: 0.0312153 | Time: 8208.02 ms [2022-01-21 23:56:21 main:574] : INFO : Epoch 1817 | loss: 0.0310922 | val_loss: 0.0312035 | Time: 8264.67 ms [2022-01-21 23:56:29 main:574] : INFO : Epoch 1818 | loss: 0.0310898 | val_loss: 0.0312138 | Time: 8303.47 ms [2022-01-21 23:56:37 main:574] : INFO : Epoch 1819 | loss: 0.0310821 | val_loss: 0.0312216 | Time: 8120.59 ms [2022-01-21 23:56:45 main:574] : INFO : Epoch 1820 | loss: 0.0310858 | val_loss: 0.0312117 | Time: 8173.58 ms [2022-01-21 23:56:54 main:574] : INFO : Epoch 1821 | loss: 0.0310778 | val_loss: 0.03122 | Time: 8548.47 ms [2022-01-21 23:57:02 main:574] : INFO : Epoch 1822 | loss: 0.0310779 | val_loss: 0.0312286 | Time: 8155.98 ms [2022-01-21 23:57:11 main:574] : INFO : Epoch 1823 | loss: 0.031081 | val_loss: 0.0312191 | Time: 8151.93 ms [2022-01-21 23:57:19 main:574] : INFO : Epoch 1824 | loss: 0.0310813 | val_loss: 0.03122 | Time: 8130.09 ms [2022-01-21 23:57:27 main:574] : INFO : Epoch 1825 | loss: 0.0310791 | val_loss: 0.0312163 | Time: 8140.53 ms [2022-01-21 23:57:35 main:574] : INFO : Epoch 1826 | loss: 0.0310882 | val_loss: 0.0312069 | Time: 8376.08 ms [2022-01-21 23:57:44 main:574] : INFO : Epoch 1827 | loss: 0.0311108 | val_loss: 0.0311927 | Time: 8284.71 ms [2022-01-21 23:57:52 main:574] : INFO : Epoch 1828 | loss: 0.031114 | val_loss: 0.0311882 | Time: 8214.99 ms [2022-01-21 23:58:00 main:574] : INFO : Epoch 1829 | loss: 0.0311098 | val_loss: 0.0311931 | Time: 8239.65 ms [2022-01-21 23:58:09 main:574] : INFO : Epoch 1830 | loss: 0.031098 | val_loss: 0.0312089 | Time: 8299.17 ms [2022-01-21 23:58:17 main:574] : INFO : Epoch 1831 | loss: 0.0310906 | val_loss: 0.0312029 | Time: 8173.97 ms [2022-01-21 23:58:25 main:574] : INFO : Epoch 1832 | loss: 0.0310926 | val_loss: 0.0312039 | Time: 8186 ms [2022-01-21 23:58:33 main:574] : INFO : Epoch 1833 | loss: 0.0310884 | val_loss: 0.0312126 | Time: 8221.64 ms [2022-01-21 23:58:42 main:574] : INFO : Epoch 1834 | loss: 0.0310859 | val_loss: 0.0312032 | Time: 8356.81 ms [2022-01-21 23:58:50 main:574] : INFO : Epoch 1835 | loss: 0.0310791 | val_loss: 0.0312134 | Time: 8226.76 ms [2022-01-21 23:58:58 main:574] : INFO : Epoch 1836 | loss: 0.0310794 | val_loss: 0.0312034 | Time: 8115.67 ms [2022-01-21 23:59:07 main:574] : INFO : Epoch 1837 | loss: 0.0310837 | val_loss: 0.0312105 | Time: 8216.02 ms [2022-01-21 23:59:15 main:574] : INFO : Epoch 1838 | loss: 0.0310844 | val_loss: 0.0312108 | Time: 8224.52 ms [2022-01-21 23:59:23 main:574] : INFO : Epoch 1839 | loss: 0.0310843 | val_loss: 0.0312026 | Time: 8127.94 ms [2022-01-21 23:59:31 main:574] : INFO : Epoch 1840 | loss: 0.0310839 | val_loss: 0.0312107 | Time: 8038.2 ms [2022-01-21 23:59:39 main:574] : INFO : Epoch 1841 | loss: 0.0310787 | val_loss: 0.0312161 | Time: 8201.39 ms [2022-01-21 23:59:48 main:574] : INFO : Epoch 1842 | loss: 0.0310813 | val_loss: 0.0312026 | Time: 8113.58 ms [2022-01-21 23:59:56 main:574] : INFO : Epoch 1843 | loss: 0.0310866 | val_loss: 0.0312075 | Time: 8261.12 ms [2022-01-22 00:00:04 main:574] : INFO : Epoch 1844 | loss: 0.0310896 | val_loss: 0.0312195 | Time: 8211.33 ms [2022-01-22 00:00:12 main:574] : INFO : Epoch 1845 | loss: 0.0310841 | val_loss: 0.031213 | Time: 8153.21 ms [2022-01-22 00:00:21 main:574] : INFO : Epoch 1846 | loss: 0.0310746 | val_loss: 0.0312155 | Time: 8142.34 ms [2022-01-22 00:00:29 main:574] : INFO : Epoch 1847 | loss: 0.0310761 | val_loss: 0.031214 | Time: 8261.98 ms [2022-01-22 00:00:37 main:574] : INFO : Epoch 1848 | loss: 0.031082 | val_loss: 0.0312156 | Time: 8347.9 ms [2022-01-22 00:00:45 main:574] : INFO : Epoch 1849 | loss: 0.0311083 | val_loss: 0.0311983 | Time: 8118.19 ms [2022-01-22 00:00:54 main:574] : INFO : Epoch 1850 | loss: 0.0311267 | val_loss: 0.0311854 | Time: 8219.34 ms [2022-01-22 00:01:02 main:574] : INFO : Epoch 1851 | loss: 0.0311173 | val_loss: 0.0311974 | Time: 8146.65 ms [2022-01-22 00:01:10 main:574] : INFO : Epoch 1852 | loss: 0.0311042 | val_loss: 0.0311961 | Time: 8410.95 ms [2022-01-22 00:01:19 main:574] : INFO : Epoch 1853 | loss: 0.0310973 | val_loss: 0.0312 | Time: 8198.92 ms [2022-01-22 00:01:27 main:574] : INFO : Epoch 1854 | loss: 0.0310908 | val_loss: 0.031215 | Time: 8156.42 ms [2022-01-22 00:01:35 main:574] : INFO : Epoch 1855 | loss: 0.0310844 | val_loss: 0.0312145 | Time: 8081.29 ms [2022-01-22 00:01:43 main:574] : INFO : Epoch 1856 | loss: 0.0310804 | val_loss: 0.0312085 | Time: 8101.82 ms [2022-01-22 00:01:51 main:574] : INFO : Epoch 1857 | loss: 0.031076 | val_loss: 0.0312188 | Time: 8204.47 ms [2022-01-22 00:02:00 main:574] : INFO : Epoch 1858 | loss: 0.0310755 | val_loss: 0.0312261 | Time: 8369.46 ms [2022-01-22 00:02:08 main:574] : INFO : Epoch 1859 | loss: 0.0310812 | val_loss: 0.0312116 | Time: 8389.36 ms [2022-01-22 00:02:17 main:574] : INFO : Epoch 1860 | loss: 0.0310812 | val_loss: 0.0312233 | Time: 8465.58 ms [2022-01-22 00:02:25 main:574] : INFO : Epoch 1861 | loss: 0.0310783 | val_loss: 0.0312155 | Time: 8527.61 ms [2022-01-22 00:02:34 main:574] : INFO : Epoch 1862 | loss: 0.0310733 | val_loss: 0.0312195 | Time: 8233.85 ms [2022-01-22 00:02:42 main:574] : INFO : Epoch 1863 | loss: 0.0310714 | val_loss: 0.0312188 | Time: 8330.22 ms [2022-01-22 00:02:51 main:574] : INFO : Epoch 1864 | loss: 0.031073 | val_loss: 0.0312176 | Time: 8478.98 ms [2022-01-22 00:02:59 main:574] : INFO : Epoch 1865 | loss: 0.0310787 | val_loss: 0.0312259 | Time: 8494.22 ms [2022-01-22 00:03:08 main:574] : INFO : Epoch 1866 | loss: 0.031086 | val_loss: 0.0312119 | Time: 8556.39 ms [2022-01-22 00:03:16 main:574] : INFO : Epoch 1867 | loss: 0.0310869 | val_loss: 0.0312042 | Time: 8427.68 ms [2022-01-22 00:03:25 main:574] : INFO : Epoch 1868 | loss: 0.0310947 | val_loss: 0.0312163 | Time: 8412.22 ms [2022-01-22 00:03:33 main:574] : INFO : Epoch 1869 | loss: 0.0310853 | val_loss: 0.0312104 | Time: 8167.9 ms [2022-01-22 00:03:41 main:574] : INFO : Epoch 1870 | loss: 0.0310867 | val_loss: 0.0312063 | Time: 8144.83 ms [2022-01-22 00:03:49 main:574] : INFO : Epoch 1871 | loss: 0.0310825 | val_loss: 0.0312297 | Time: 8190.36 ms [2022-01-22 00:03:58 main:574] : INFO : Epoch 1872 | loss: 0.0310789 | val_loss: 0.0312074 | Time: 8200.97 ms [2022-01-22 00:04:06 main:574] : INFO : Epoch 1873 | loss: 0.0310796 | val_loss: 0.03123 | Time: 8343.46 ms [2022-01-22 00:04:15 main:574] : INFO : Epoch 1874 | loss: 0.0310778 | val_loss: 0.0312136 | Time: 8883.76 ms [2022-01-22 00:04:24 main:574] : INFO : Epoch 1875 | loss: 0.031076 | val_loss: 0.0312102 | Time: 8452.73 ms [2022-01-22 00:04:32 main:574] : INFO : Epoch 1876 | loss: 0.0310758 | val_loss: 0.0312253 | Time: 8493.55 ms [2022-01-22 00:04:40 main:574] : INFO : Epoch 1877 | loss: 0.0310749 | val_loss: 0.0312199 | Time: 8339.18 ms [2022-01-22 00:04:49 main:574] : INFO : Epoch 1878 | loss: 0.0310704 | val_loss: 0.0312278 | Time: 8253.9 ms [2022-01-22 00:04:57 main:574] : INFO : Epoch 1879 | loss: 0.0310734 | val_loss: 0.0312225 | Time: 8207.21 ms [2022-01-22 00:05:05 main:574] : INFO : Epoch 1880 | loss: 0.031072 | val_loss: 0.0312194 | Time: 8131.7 ms [2022-01-22 00:05:14 main:574] : INFO : Epoch 1881 | loss: 0.0310781 | val_loss: 0.0312143 | Time: 8195.88 ms [2022-01-22 00:05:22 main:574] : INFO : Epoch 1882 | loss: 0.0310772 | val_loss: 0.0312093 | Time: 8330.84 ms [2022-01-22 00:05:30 main:574] : INFO : Epoch 1883 | loss: 0.0310747 | val_loss: 0.0312078 | Time: 8444.89 ms [2022-01-22 00:05:39 main:574] : INFO : Epoch 1884 | loss: 0.031073 | val_loss: 0.0312271 | Time: 8160.75 ms [2022-01-22 00:05:47 main:574] : INFO : Epoch 1885 | loss: 0.0310699 | val_loss: 0.0312201 | Time: 8250.86 ms [2022-01-22 00:05:55 main:574] : INFO : Epoch 1886 | loss: 0.0310719 | val_loss: 0.0312182 | Time: 8115.36 ms [2022-01-22 00:06:03 main:574] : INFO : Epoch 1887 | loss: 0.0310682 | val_loss: 0.0312253 | Time: 8171.33 ms [2022-01-22 00:06:12 main:574] : INFO : Epoch 1888 | loss: 0.0310697 | val_loss: 0.0312299 | Time: 8311.79 ms [2022-01-22 00:06:20 main:574] : INFO : Epoch 1889 | loss: 0.0310691 | val_loss: 0.0312257 | Time: 8154.65 ms [2022-01-22 00:06:28 main:574] : INFO : Epoch 1890 | loss: 0.0310674 | val_loss: 0.0312191 | Time: 8099.34 ms [2022-01-22 00:06:36 main:574] : INFO : Epoch 1891 | loss: 0.0310672 | val_loss: 0.0312268 | Time: 8207.09 ms [2022-01-22 00:06:45 main:574] : INFO : Epoch 1892 | loss: 0.0310634 | val_loss: 0.0312298 | Time: 8395.53 ms [2022-01-22 00:06:53 main:574] : INFO : Epoch 1893 | loss: 0.0310695 | val_loss: 0.0312319 | Time: 8246.96 ms [2022-01-22 00:07:02 main:574] : INFO : Epoch 1894 | loss: 0.031064 | val_loss: 0.031228 | Time: 8349.36 ms [2022-01-22 00:07:10 main:574] : INFO : Epoch 1895 | loss: 0.0310617 | val_loss: 0.0312196 | Time: 8130.56 ms [2022-01-22 00:07:18 main:574] : INFO : Epoch 1896 | loss: 0.0310768 | val_loss: 0.0312194 | Time: 8251.57 ms [2022-01-22 00:07:26 main:574] : INFO : Epoch 1897 | loss: 0.0310768 | val_loss: 0.0312197 | Time: 8177.1 ms [2022-01-22 00:07:35 main:574] : INFO : Epoch 1898 | loss: 0.0310708 | val_loss: 0.0312163 | Time: 8259.76 ms [2022-01-22 00:07:43 main:574] : INFO : Epoch 1899 | loss: 0.0310683 | val_loss: 0.0312161 | Time: 8290.59 ms [2022-01-22 00:07:51 main:574] : INFO : Epoch 1900 | loss: 0.031064 | val_loss: 0.0312249 | Time: 8177.79 ms [2022-01-22 00:07:59 main:574] : INFO : Epoch 1901 | loss: 0.031064 | val_loss: 0.0312284 | Time: 8176.76 ms [2022-01-22 00:08:08 main:574] : INFO : Epoch 1902 | loss: 0.0310622 | val_loss: 0.0312211 | Time: 8200.98 ms [2022-01-22 00:08:16 main:574] : INFO : Epoch 1903 | loss: 0.0310691 | val_loss: 0.0312257 | Time: 8250.67 ms [2022-01-22 00:08:24 main:574] : INFO : Epoch 1904 | loss: 0.0310657 | val_loss: 0.0312296 | Time: 8176.99 ms [2022-01-22 00:08:33 main:574] : INFO : Epoch 1905 | loss: 0.031063 | val_loss: 0.0312344 | Time: 8302.28 ms [2022-01-22 00:08:41 main:574] : INFO : Epoch 1906 | loss: 0.0310742 | val_loss: 0.0312113 | Time: 8126.67 ms [2022-01-22 00:08:49 main:574] : INFO : Epoch 1907 | loss: 0.031076 | val_loss: 0.0312263 | Time: 8166.16 ms [2022-01-22 00:08:57 main:574] : INFO : Epoch 1908 | loss: 0.0310727 | val_loss: 0.0312174 | Time: 8253.43 ms [2022-01-22 00:09:05 main:574] : INFO : Epoch 1909 | loss: 0.0310754 | val_loss: 0.0312198 | Time: 8131.32 ms [2022-01-22 00:09:14 main:574] : INFO : Epoch 1910 | loss: 0.0310692 | val_loss: 0.0312298 | Time: 8570.33 ms [2022-01-22 00:09:22 main:574] : INFO : Epoch 1911 | loss: 0.0310664 | val_loss: 0.0312296 | Time: 8289.06 ms [2022-01-22 00:09:31 main:574] : INFO : Epoch 1912 | loss: 0.0310724 | val_loss: 0.0312107 | Time: 8287.07 ms [2022-01-22 00:09:39 main:574] : INFO : Epoch 1913 | loss: 0.0310761 | val_loss: 0.0312351 | Time: 8040.12 ms [2022-01-22 00:09:47 main:574] : INFO : Epoch 1914 | loss: 0.0310739 | val_loss: 0.0312236 | Time: 8278.99 ms [2022-01-22 00:09:55 main:574] : INFO : Epoch 1915 | loss: 0.0310689 | val_loss: 0.0312203 | Time: 8143.73 ms [2022-01-22 00:10:04 main:574] : INFO : Epoch 1916 | loss: 0.0310642 | val_loss: 0.0312345 | Time: 8289.05 ms [2022-01-22 00:10:12 main:574] : INFO : Epoch 1917 | loss: 0.0310626 | val_loss: 0.0312454 | Time: 8187.91 ms [2022-01-22 00:10:21 main:574] : INFO : Epoch 1918 | loss: 0.0310639 | val_loss: 0.0312233 | Time: 8521.31 ms [2022-01-22 00:10:29 main:574] : INFO : Epoch 1919 | loss: 0.0310609 | val_loss: 0.0312123 | Time: 8262.99 ms [2022-01-22 00:10:37 main:574] : INFO : Epoch 1920 | loss: 0.0310687 | val_loss: 0.0312171 | Time: 8184.09 ms [2022-01-22 00:10:46 main:574] : INFO : Epoch 1921 | loss: 0.0310697 | val_loss: 0.0312172 | Time: 8302.19 ms [2022-01-22 00:10:54 main:574] : INFO : Epoch 1922 | loss: 0.0310761 | val_loss: 0.0312294 | Time: 8199.53 ms [2022-01-22 00:11:02 main:574] : INFO : Epoch 1923 | loss: 0.0310767 | val_loss: 0.0312251 | Time: 8356.49 ms [2022-01-22 00:11:10 main:574] : INFO : Epoch 1924 | loss: 0.0310701 | val_loss: 0.031212 | Time: 8260.83 ms [2022-01-22 00:11:19 main:574] : INFO : Epoch 1925 | loss: 0.03107 | val_loss: 0.0312245 | Time: 8201.29 ms [2022-01-22 00:11:27 main:574] : INFO : Epoch 1926 | loss: 0.0310621 | val_loss: 0.031216 | Time: 8306.21 ms [2022-01-22 00:11:35 main:574] : INFO : Epoch 1927 | loss: 0.0310606 | val_loss: 0.0312263 | Time: 8310.75 ms [2022-01-22 00:11:44 main:574] : INFO : Epoch 1928 | loss: 0.0310659 | val_loss: 0.031237 | Time: 8185.49 ms [2022-01-22 00:11:52 main:574] : INFO : Epoch 1929 | loss: 0.0310603 | val_loss: 0.0312306 | Time: 8305.3 ms [2022-01-22 00:12:01 main:574] : INFO : Epoch 1930 | loss: 0.0310637 | val_loss: 0.0312437 | Time: 8387.96 ms [2022-01-22 00:12:09 main:574] : INFO : Epoch 1931 | loss: 0.0310678 | val_loss: 0.0312158 | Time: 8204.87 ms [2022-01-22 00:12:17 main:574] : INFO : Epoch 1932 | loss: 0.0310737 | val_loss: 0.0312171 | Time: 8422.61 ms [2022-01-22 00:12:26 main:574] : INFO : Epoch 1933 | loss: 0.0310746 | val_loss: 0.0312118 | Time: 8392.96 ms [2022-01-22 00:12:34 main:574] : INFO : Epoch 1934 | loss: 0.0310796 | val_loss: 0.0312393 | Time: 8168.4 ms [2022-01-22 00:12:42 main:574] : INFO : Epoch 1935 | loss: 0.031365 | val_loss: 0.0323487 | Time: 8324.95 ms [2022-01-22 00:12:51 main:574] : INFO : Epoch 1936 | loss: 0.0331804 | val_loss: 0.0316681 | Time: 8181.69 ms [2022-01-22 00:12:59 main:574] : INFO : Epoch 1937 | loss: 0.0315281 | val_loss: 0.0320268 | Time: 8447.05 ms [2022-01-22 00:13:07 main:574] : INFO : Epoch 1938 | loss: 0.0313992 | val_loss: 0.0312804 | Time: 8149.95 ms [2022-01-22 00:13:16 main:574] : INFO : Epoch 1939 | loss: 0.0312494 | val_loss: 0.0312271 | Time: 8270.43 ms [2022-01-22 00:13:24 main:574] : INFO : Epoch 1940 | loss: 0.0312149 | val_loss: 0.0312016 | Time: 8113.52 ms [2022-01-22 00:13:32 main:574] : INFO : Epoch 1941 | loss: 0.0311928 | val_loss: 0.0311893 | Time: 8179.65 ms [2022-01-22 00:13:40 main:574] : INFO : Epoch 1942 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 8209.05 ms [2022-01-22 00:13:49 main:574] : INFO : Epoch 1943 | loss: 0.0311759 | val_loss: 0.031188 | Time: 8171.67 ms [2022-01-22 00:13:57 main:574] : INFO : Epoch 1944 | loss: 0.031172 | val_loss: 0.0311861 | Time: 8262.48 ms [2022-01-22 00:14:05 main:574] : INFO : Epoch 1945 | loss: 0.031167 | val_loss: 0.0311834 | Time: 8230.1 ms [2022-01-22 00:14:13 main:574] : INFO : Epoch 1946 | loss: 0.0311626 | val_loss: 0.0311846 | Time: 8306.16 ms [2022-01-22 00:14:22 main:574] : INFO : Epoch 1947 | loss: 0.0311581 | val_loss: 0.0311857 | Time: 8114.69 ms [2022-01-22 00:14:30 main:574] : INFO : Epoch 1948 | loss: 0.0311545 | val_loss: 0.0311831 | Time: 8340.36 ms [2022-01-22 00:14:38 main:574] : INFO : Epoch 1949 | loss: 0.0311531 | val_loss: 0.0311877 | Time: 8166.67 ms [2022-01-22 00:14:47 main:574] : INFO : Epoch 1950 | loss: 0.031149 | val_loss: 0.0311885 | Time: 8427.49 ms [2022-01-22 00:14:55 main:574] : INFO : Epoch 1951 | loss: 0.0311477 | val_loss: 0.0311869 | Time: 8353.77 ms [2022-01-22 00:15:03 main:574] : INFO : Epoch 1952 | loss: 0.031146 | val_loss: 0.031195 | Time: 8203.17 ms [2022-01-22 00:15:12 main:574] : INFO : Epoch 1953 | loss: 0.0311448 | val_loss: 0.0311906 | Time: 8120.43 ms [2022-01-22 00:15:20 main:574] : INFO : Epoch 1954 | loss: 0.0311444 | val_loss: 0.0311908 | Time: 8171.07 ms [2022-01-22 00:15:28 main:574] : INFO : Epoch 1955 | loss: 0.0311409 | val_loss: 0.0311813 | Time: 7953.7 ms [2022-01-22 00:15:36 main:574] : INFO : Epoch 1956 | loss: 0.0311507 | val_loss: 0.0311884 | Time: 7900.5 ms [2022-01-22 00:15:44 main:574] : INFO : Epoch 1957 | loss: 0.0311485 | val_loss: 0.0311929 | Time: 7885.51 ms [2022-01-22 00:15:52 main:574] : INFO : Epoch 1958 | loss: 0.0311456 | val_loss: 0.0312 | Time: 7766.96 ms [2022-01-22 00:15:59 main:574] : INFO : Epoch 1959 | loss: 0.0311424 | val_loss: 0.0311877 | Time: 7769.78 ms [2022-01-22 00:16:07 main:574] : INFO : Epoch 1960 | loss: 0.0311402 | val_loss: 0.0311922 | Time: 7867.47 ms [2022-01-22 00:16:15 main:574] : INFO : Epoch 1961 | loss: 0.0311377 | val_loss: 0.0311878 | Time: 7531.66 ms [2022-01-22 00:16:23 main:574] : INFO : Epoch 1962 | loss: 0.0311314 | val_loss: 0.0311857 | Time: 7949.06 ms [2022-01-22 00:16:31 main:574] : INFO : Epoch 1963 | loss: 0.0311305 | val_loss: 0.0311929 | Time: 7959.76 ms [2022-01-22 00:16:39 main:574] : INFO : Epoch 1964 | loss: 0.0311276 | val_loss: 0.0311901 | Time: 8158.21 ms [2022-01-22 00:16:47 main:574] : INFO : Epoch 1965 | loss: 0.0311299 | val_loss: 0.0311975 | Time: 7589.49 ms [2022-01-22 00:16:55 main:574] : INFO : Epoch 1966 | loss: 0.0311235 | val_loss: 0.0311898 | Time: 7661.78 ms [2022-01-22 00:17:03 main:574] : INFO : Epoch 1967 | loss: 0.0311193 | val_loss: 0.0311912 | Time: 8240.09 ms [2022-01-22 00:17:11 main:574] : INFO : Epoch 1968 | loss: 0.0311128 | val_loss: 0.0311913 | Time: 8443.66 ms [2022-01-22 00:17:19 main:574] : INFO : Epoch 1969 | loss: 0.0311085 | val_loss: 0.0312042 | Time: 8012.7 ms [2022-01-22 00:17:27 main:574] : INFO : Epoch 1970 | loss: 0.0311077 | val_loss: 0.0312006 | Time: 7848.14 ms [2022-01-22 00:17:35 main:574] : INFO : Epoch 1971 | loss: 0.031106 | val_loss: 0.0311977 | Time: 7912.72 ms [2022-01-22 00:17:43 main:574] : INFO : Epoch 1972 | loss: 0.0311034 | val_loss: 0.0311986 | Time: 7905.89 ms [2022-01-22 00:17:51 main:574] : INFO : Epoch 1973 | loss: 0.0311768 | val_loss: 0.0311953 | Time: 7896.21 ms [2022-01-22 00:17:59 main:574] : INFO : Epoch 1974 | loss: 0.0311886 | val_loss: 0.031201 | Time: 8080.43 ms [2022-01-22 00:18:07 main:574] : INFO : Epoch 1975 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 7248.48 ms [2022-01-22 00:18:15 main:574] : INFO : Epoch 1976 | loss: 0.03119 | val_loss: 0.0311893 | Time: 7935.49 ms [2022-01-22 00:18:22 main:574] : INFO : Epoch 1977 | loss: 0.0311869 | val_loss: 0.031188 | Time: 7605.19 ms [2022-01-22 00:18:30 main:574] : INFO : Epoch 1978 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 7763.56 ms [2022-01-22 00:18:38 main:574] : INFO : Epoch 1979 | loss: 0.0311738 | val_loss: 0.031181 | Time: 7775.76 ms [2022-01-22 00:18:46 main:574] : INFO : Epoch 1980 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 7511.31 ms [2022-01-22 00:18:53 main:574] : INFO : Epoch 1981 | loss: 0.0311671 | val_loss: 0.0311817 | Time: 7645.51 ms [2022-01-22 00:19:01 main:574] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 8054.45 ms [2022-01-22 00:19:09 main:574] : INFO : Epoch 1983 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 7799.66 ms [2022-01-22 00:19:17 main:574] : INFO : Epoch 1984 | loss: 0.0311618 | val_loss: 0.0311774 | Time: 7765.81 ms [2022-01-22 00:19:25 main:574] : INFO : Epoch 1985 | loss: 0.0311614 | val_loss: 0.0311771 | Time: 7685.49 ms [2022-01-22 00:19:32 main:574] : INFO : Epoch 1986 | loss: 0.0311594 | val_loss: 0.031182 | Time: 7595.8 ms [2022-01-22 00:19:40 main:574] : INFO : Epoch 1987 | loss: 0.0311609 | val_loss: 0.0311789 | Time: 7906.05 ms [2022-01-22 00:19:48 main:574] : INFO : Epoch 1988 | loss: 0.031157 | val_loss: 0.0311749 | Time: 7827.26 ms [2022-01-22 00:19:56 main:574] : INFO : Epoch 1989 | loss: 0.0311564 | val_loss: 0.0311763 | Time: 7898.53 ms [2022-01-22 00:20:04 main:574] : INFO : Epoch 1990 | loss: 0.031154 | val_loss: 0.0311756 | Time: 7836.09 ms [2022-01-22 00:20:12 main:574] : INFO : Epoch 1991 | loss: 0.0311543 | val_loss: 0.031175 | Time: 7664.03 ms [2022-01-22 00:20:20 main:574] : INFO : Epoch 1992 | loss: 0.0311542 | val_loss: 0.031177 | Time: 7628.92 ms [2022-01-22 00:20:27 main:574] : INFO : Epoch 1993 | loss: 0.0311613 | val_loss: 0.0311754 | Time: 7589.78 ms [2022-01-22 00:20:35 main:574] : INFO : Epoch 1994 | loss: 0.0311582 | val_loss: 0.0311752 | Time: 7820.83 ms [2022-01-22 00:20:43 main:574] : INFO : Epoch 1995 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 7607.08 ms [2022-01-22 00:20:51 main:574] : INFO : Epoch 1996 | loss: 0.0311542 | val_loss: 0.031176 | Time: 7838.4 ms [2022-01-22 00:20:59 main:574] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.0311736 | Time: 7888.06 ms [2022-01-22 00:21:06 main:574] : INFO : Epoch 1998 | loss: 0.0311506 | val_loss: 0.031172 | Time: 7592.72 ms [2022-01-22 00:21:14 main:574] : INFO : Epoch 1999 | loss: 0.0311488 | val_loss: 0.0311739 | Time: 7811.82 ms [2022-01-22 00:21:22 main:574] : INFO : Epoch 2000 | loss: 0.0311499 | val_loss: 0.031177 | Time: 7728.41 ms [2022-01-22 00:21:30 main:574] : INFO : Epoch 2001 | loss: 0.0311493 | val_loss: 0.0311729 | Time: 7694.29 ms [2022-01-22 00:21:38 main:574] : INFO : Epoch 2002 | loss: 0.0311479 | val_loss: 0.0311736 | Time: 7920.37 ms [2022-01-22 00:21:46 main:574] : INFO : Epoch 2003 | loss: 0.0311476 | val_loss: 0.0311757 | Time: 7909.43 ms [2022-01-22 00:21:54 main:574] : INFO : Epoch 2004 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 8147.66 ms [2022-01-22 00:22:02 main:574] : INFO : Epoch 2005 | loss: 0.031158 | val_loss: 0.0311745 | Time: 7847.86 ms [2022-01-22 00:22:09 main:574] : INFO : Epoch 2006 | loss: 0.0311542 | val_loss: 0.0311734 | Time: 7832.55 ms [2022-01-22 00:22:17 main:574] : INFO : Epoch 2007 | loss: 0.0311498 | val_loss: 0.0311798 | Time: 7855.75 ms [2022-01-22 00:22:25 main:574] : INFO : Epoch 2008 | loss: 0.0311485 | val_loss: 0.0311737 | Time: 7535.08 ms [2022-01-22 00:22:33 main:574] : INFO : Epoch 2009 | loss: 0.0311463 | val_loss: 0.0311752 | Time: 8025.59 ms [2022-01-22 00:22:41 main:574] : INFO : Epoch 2010 | loss: 0.0311458 | val_loss: 0.0311773 | Time: 7867.68 ms [2022-01-22 00:22:49 main:574] : INFO : Epoch 2011 | loss: 0.0311464 | val_loss: 0.0311785 | Time: 8091.04 ms [2022-01-22 00:22:57 main:574] : INFO : Epoch 2012 | loss: 0.0311479 | val_loss: 0.0311756 | Time: 8255.6 ms [2022-01-22 00:23:06 main:574] : INFO : Epoch 2013 | loss: 0.0311471 | val_loss: 0.0311768 | Time: 8189.4 ms [2022-01-22 00:23:14 main:574] : INFO : Epoch 2014 | loss: 0.0311446 | val_loss: 0.0311758 | Time: 8107.91 ms [2022-01-22 00:23:22 main:574] : INFO : Epoch 2015 | loss: 0.031142 | val_loss: 0.0311705 | Time: 7990.99 ms [2022-01-22 00:23:30 main:574] : INFO : Epoch 2016 | loss: 0.0311433 | val_loss: 0.0311744 | Time: 7973.85 ms [2022-01-22 00:23:38 main:574] : INFO : Epoch 2017 | loss: 0.0311408 | val_loss: 0.0311759 | Time: 8022.4 ms [2022-01-22 00:23:46 main:574] : INFO : Epoch 2018 | loss: 0.0311421 | val_loss: 0.0311739 | Time: 8026.27 ms [2022-01-22 00:23:54 main:574] : INFO : Epoch 2019 | loss: 0.0311417 | val_loss: 0.0311757 | Time: 7967.12 ms [2022-01-22 00:24:02 main:574] : INFO : Epoch 2020 | loss: 0.0311391 | val_loss: 0.0311776 | Time: 7675.17 ms [2022-01-22 00:24:10 main:574] : INFO : Epoch 2021 | loss: 0.0311375 | val_loss: 0.0311763 | Time: 7773.32 ms [2022-01-22 00:24:17 main:574] : INFO : Epoch 2022 | loss: 0.031137 | val_loss: 0.0311761 | Time: 7569.56 ms [2022-01-22 00:24:25 main:574] : INFO : Epoch 2023 | loss: 0.0311364 | val_loss: 0.0311815 | Time: 7835.55 ms [2022-01-22 00:24:33 main:574] : INFO : Epoch 2024 | loss: 0.0311378 | val_loss: 0.0311777 | Time: 8009.56 ms [2022-01-22 00:24:41 main:574] : INFO : Epoch 2025 | loss: 0.0311386 | val_loss: 0.0311791 | Time: 7926.47 ms [2022-01-22 00:24:49 main:574] : INFO : Epoch 2026 | loss: 0.0311365 | val_loss: 0.0311815 | Time: 7926.55 ms [2022-01-22 00:24:57 main:574] : INFO : Epoch 2027 | loss: 0.0311343 | val_loss: 0.0311792 | Time: 7905.62 ms [2022-01-22 00:25:05 main:574] : INFO : Epoch 2028 | loss: 0.0311374 | val_loss: 0.031174 | Time: 7658.2 ms [2022-01-22 00:25:13 main:574] : INFO : Epoch 2029 | loss: 0.0311394 | val_loss: 0.0311757 | Time: 8020.23 ms [2022-01-22 00:25:21 main:574] : INFO : Epoch 2030 | loss: 0.0311336 | val_loss: 0.0311774 | Time: 7685.95 ms [2022-01-22 00:25:29 main:574] : INFO : Epoch 2031 | loss: 0.0311355 | val_loss: 0.0311775 | Time: 7812.46 ms [2022-01-22 00:25:37 main:574] : INFO : Epoch 2032 | loss: 0.0311345 | val_loss: 0.0311768 | Time: 7894.21 ms [2022-01-22 00:25:45 main:574] : INFO : Epoch 2033 | loss: 0.0311359 | val_loss: 0.0311754 | Time: 8096.59 ms [2022-01-22 00:25:53 main:574] : INFO : Epoch 2034 | loss: 0.0311364 | val_loss: 0.0311748 | Time: 7962.94 ms [2022-01-22 00:26:01 main:574] : INFO : Epoch 2035 | loss: 0.0311343 | val_loss: 0.0311766 | Time: 7687.78 ms [2022-01-22 00:26:08 main:574] : INFO : Epoch 2036 | loss: 0.0311488 | val_loss: 0.0311671 | Time: 7859.26 ms [2022-01-22 00:26:16 main:574] : INFO : Epoch 2037 | loss: 0.0311467 | val_loss: 0.0311715 | Time: 7721.21 ms [2022-01-22 00:26:24 main:574] : INFO : Epoch 2038 | loss: 0.0311454 | val_loss: 0.0311688 | Time: 7668.79 ms [2022-01-22 00:26:32 main:574] : INFO : Epoch 2039 | loss: 0.0311413 | val_loss: 0.0311701 | Time: 7628.68 ms [2022-01-22 00:26:39 main:574] : INFO : Epoch 2040 | loss: 0.0311401 | val_loss: 0.0311721 | Time: 7434.67 ms [2022-01-22 00:26:47 main:574] : INFO : Epoch 2041 | loss: 0.0311381 | val_loss: 0.0311712 | Time: 7447.73 ms [2022-01-22 00:26:54 main:574] : INFO : Epoch 2042 | loss: 0.0311356 | val_loss: 0.0311724 | Time: 7526.14 ms [2022-01-22 00:27:02 main:574] : INFO : Epoch 2043 | loss: 0.0311332 | val_loss: 0.0311796 | Time: 7798.62 ms [2022-01-22 00:27:10 main:574] : INFO : Epoch 2044 | loss: 0.0311371 | val_loss: 0.0311755 | Time: 7967.23 ms [2022-01-22 00:27:18 main:574] : INFO : Epoch 2045 | loss: 0.0311324 | val_loss: 0.031176 | Time: 7633.59 ms [2022-01-22 00:27:26 main:574] : INFO : Epoch 2046 | loss: 0.0311298 | val_loss: 0.0311738 | Time: 7719.39 ms [2022-01-22 00:27:34 main:574] : INFO : Epoch 2047 | loss: 0.0311291 | val_loss: 0.0311744 | Time: 8050.54 ms [2022-01-22 00:27:42 main:574] : INFO : Epoch 2048 | loss: 0.0311287 | val_loss: 0.0311738 | Time: 8011.98 ms [2022-01-22 00:27:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738 [2022-01-22 00:27:42 main:603] : INFO : Saving end state to config to file [2022-01-22 00:27:42 main:608] : INFO : Success, exiting.. 00:27:42 (9576): 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)