Task 3747607
| Name | ParityModified-1609264600-27393-2_0 |
| Workunit | 1925957 |
| Created | 21 Jan 2021, 4:42:07 UTC |
| Sent | 21 Jan 2021, 11:30:52 UTC |
| Report deadline | 28 Jan 2021, 11:30:52 UTC |
| Received | 21 Jan 2021, 15:41:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 43 min 59 sec |
| CPU time | 2 hours 26 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 60033 | val_loss: 0.0255416 | Time: 4451.58 ms [2021-01-21 05:41:05 main:574] : INFO : Epoch 1544 | loss: 0.0263416 | val_loss: 0.0264266 | Time: 4416.06 ms [2021-01-21 05:41:09 main:574] : INFO : Epoch 1545 | loss: 0.0254992 | val_loss: 0.02582 | Time: 4394.28 ms [2021-01-21 05:41:13 main:574] : INFO : Epoch 1546 | loss: 0.0250184 | val_loss: 0.0246893 | Time: 4363.39 ms [2021-01-21 05:41:18 main:574] : INFO : Epoch 1547 | loss: 0.0240844 | val_loss: 0.0237158 | Time: 4395.62 ms [2021-01-21 05:41:22 main:574] : INFO : Epoch 1548 | loss: 0.0237295 | val_loss: 0.0235469 | Time: 4376.31 ms [2021-01-21 05:41:27 main:574] : INFO : Epoch 1549 | loss: 0.0235121 | val_loss: 0.0233735 | Time: 4354.66 ms [2021-01-21 05:41:31 main:574] : INFO : Epoch 1550 | loss: 0.0237838 | val_loss: 0.0235998 | Time: 4373.4 ms [2021-01-21 05:41:36 main:574] : INFO : Epoch 1551 | loss: 0.0235102 | val_loss: 0.0233061 | Time: 4359.05 ms [2021-01-21 05:41:40 main:574] : INFO : Epoch 1552 | loss: 0.0231342 | val_loss: 0.0230155 | Time: 4370.77 ms [2021-01-21 05:41:44 main:574] : INFO : Epoch 1553 | loss: 0.0229419 | val_loss: 0.0239803 | Time: 4385.03 ms [2021-01-21 05:41:49 main:574] : INFO : Epoch 1554 | loss: 0.0235837 | val_loss: 0.0230054 | Time: 4352.94 ms [2021-01-21 05:41:53 main:574] : INFO : Epoch 1555 | loss: 0.0229038 | val_loss: 0.0228197 | Time: 4413.72 ms [2021-01-21 05:41:58 main:574] : INFO : Epoch 1556 | loss: 0.0227189 | val_loss: 0.0226685 | Time: 4456.57 ms [2021-01-21 05:42:02 main:574] : INFO : Epoch 1557 | loss: 0.022582 | val_loss: 0.0225935 | Time: 4408.52 ms [2021-01-21 05:42:07 main:574] : INFO : Epoch 1558 | loss: 0.022502 | val_loss: 0.0226297 | Time: 4409.26 ms [2021-01-21 05:42:11 main:574] : INFO : Epoch 1559 | loss: 0.0225778 | val_loss: 0.0224598 | Time: 4523.55 ms [2021-01-21 05:42:16 main:574] : INFO : Epoch 1560 | loss: 0.022393 | val_loss: 0.0227475 | Time: 4474.13 ms [2021-01-21 05:42:20 main:574] : INFO : Epoch 1561 | loss: 0.0224829 | val_loss: 0.0222645 | Time: 4472.08 ms [2021-01-21 05:42:25 main:574] : INFO : Epoch 1562 | loss: 0.0221563 | val_loss: 0.0221203 | Time: 4307.69 ms [2021-01-21 05:42:29 main:574] : INFO : Epoch 1563 | loss: 0.0220166 | val_loss: 0.0220617 | Time: 4202.05 ms [2021-01-21 05:42:33 main:574] : INFO : Epoch 1564 | loss: 0.0220568 | val_loss: 0.022092 | Time: 4226.23 ms [2021-01-21 05:42:38 main:574] : INFO : Epoch 1565 | loss: 0.0219976 | val_loss: 0.0219636 | Time: 4222.39 ms [2021-01-21 05:42:42 main:574] : INFO : Epoch 1566 | loss: 0.0218358 | val_loss: 0.0218457 | Time: 4205.1 ms [2021-01-21 05:42:46 main:574] : INFO : Epoch 1567 | loss: 0.0217403 | val_loss: 0.0217604 | Time: 4237.18 ms [2021-01-21 05:42:50 main:574] : INFO : Epoch 1568 | loss: 0.0216728 | val_loss: 0.0217071 | Time: 4224.15 ms [2021-01-21 05:42:55 main:574] : INFO : Epoch 1569 | loss: 0.0216126 | val_loss: 0.0216165 | Time: 4259.17 ms [2021-01-21 05:42:59 main:574] : INFO : Epoch 1570 | loss: 0.0231288 | val_loss: 0.0228389 | Time: 4217.42 ms [2021-01-21 05:43:03 main:574] : INFO : Epoch 1571 | loss: 0.0222789 | val_loss: 0.0221202 | Time: 4227.14 ms [2021-01-21 05:43:08 main:574] : INFO : Epoch 1572 | loss: 0.0217608 | val_loss: 0.0216634 | Time: 4195.9 ms [2021-01-21 05:43:12 main:574] : INFO : Epoch 1573 | loss: 0.0215 | val_loss: 0.021504 | Time: 4145.06 ms [2021-01-21 05:43:16 main:574] : INFO : Epoch 1574 | loss: 0.0213864 | val_loss: 0.0214159 | Time: 4213.3 ms [2021-01-21 05:43:20 main:574] : INFO : Epoch 1575 | loss: 0.021322 | val_loss: 0.0213723 | Time: 4200.17 ms [2021-01-21 05:43:25 main:574] : INFO : Epoch 1576 | loss: 0.0212756 | val_loss: 0.0213111 | Time: 4224.02 ms [2021-01-21 05:43:29 main:574] : INFO : Epoch 1577 | loss: 0.0212232 | val_loss: 0.0212705 | Time: 4193.48 ms [2021-01-21 05:43:33 main:574] : INFO : Epoch 1578 | loss: 0.0211893 | val_loss: 0.0212339 | Time: 4172.61 ms [2021-01-21 05:43:38 main:574] : INFO : Epoch 1579 | loss: 0.0211428 | val_loss: 0.0211914 | Time: 4227.01 ms [2021-01-21 05:43:42 main:574] : INFO : Epoch 1580 | loss: 0.0210942 | val_loss: 0.0211415 | Time: 4195.07 ms [2021-01-21 05:43:46 main:574] : INFO : Epoch 1581 | loss: 0.0210488 | val_loss: 0.0210878 | Time: 4235.16 ms [2021-01-21 05:43:50 main:574] : INFO : Epoch 1582 | loss: 0.0209922 | val_loss: 0.0210725 | Time: 4197.97 ms [2021-01-21 05:43:55 main:574] : INFO : Epoch 1583 | loss: 0.0209727 | val_loss: 0.0210597 | Time: 4175.62 ms [2021-01-21 05:43:59 main:574] : INFO : Epoch 1584 | loss: 0.0209141 | val_loss: 0.0209696 | Time: 4169.82 ms [2021-01-21 05:44:03 main:574] : INFO : Epoch 1585 | loss: 0.0208937 | val_loss: 0.0209581 | Time: 4162.5 ms [2021-01-21 05:44:07 main:574] : INFO : Epoch 1586 | loss: 0.0208537 | val_loss: 0.0209236 | Time: 4186.96 ms [2021-01-21 05:44:12 main:574] : INFO : Epoch 1587 | loss: 0.020851 | val_loss: 0.0209037 | Time: 4208.14 ms [2021-01-21 05:44:16 main:574] : INFO : Epoch 1588 | loss: 0.0208276 | val_loss: 0.0208952 | Time: 4196.55 ms [2021-01-21 05:44:20 main:574] : INFO : Epoch 1589 | loss: 0.0208135 | val_loss: 0.020876 | Time: 4213.5 ms [2021-01-21 05:44:24 main:574] : INFO : Epoch 1590 | loss: 0.0207815 | val_loss: 0.0208766 | Time: 4209.91 ms [2021-01-21 05:44:29 main:574] : INFO : Epoch 1591 | loss: 0.0207644 | val_loss: 0.020818 | Time: 4179.04 ms [2021-01-21 05:44:33 main:574] : INFO : Epoch 1592 | loss: 0.0207435 | val_loss: 0.0208247 | Time: 4221.28 ms [2021-01-21 05:44:37 main:574] : INFO : Epoch 1593 | loss: 0.0207621 | val_loss: 0.021044 | Time: 4165.4 ms [2021-01-21 05:44:41 main:574] : INFO : Epoch 1594 | loss: 0.0212147 | val_loss: 0.0212922 | Time: 4135.12 ms [2021-01-21 05:44:46 main:574] : INFO : Epoch 1595 | loss: 0.0208762 | val_loss: 0.0207901 | Time: 4202.56 ms [2021-01-21 05:44:50 main:574] : INFO : Epoch 1596 | loss: 0.0207136 | val_loss: 0.0207744 | Time: 4221.6 ms [2021-01-21 05:44:54 main:574] : INFO : Epoch 1597 | loss: 0.0206732 | val_loss: 0.0207348 | Time: 4203.41 ms [2021-01-21 05:44:58 main:574] : INFO : Epoch 1598 | loss: 0.0206479 | val_loss: 0.0207278 | Time: 4214.44 ms [2021-01-21 05:45:03 main:574] : INFO : Epoch 1599 | loss: 0.0206388 | val_loss: 0.0207098 | Time: 4167.62 ms [2021-01-21 05:45:07 main:574] : INFO : Epoch 1600 | loss: 0.0206227 | val_loss: 0.0206901 | Time: 4193.22 ms [2021-01-21 05:45:11 main:574] : INFO : Epoch 1601 | loss: 0.0206067 | val_loss: 0.0206782 | Time: 4180.58 ms [2021-01-21 05:45:15 main:574] : INFO : Epoch 1602 | loss: 0.0205954 | val_loss: 0.0206691 | Time: 4221.04 ms [2021-01-21 05:45:20 main:574] : INFO : Epoch 1603 | loss: 0.0205947 | val_loss: 0.0206577 | Time: 4159.58 ms [2021-01-21 05:45:24 main:574] : INFO : Epoch 1604 | loss: 0.0205802 | val_loss: 0.0206487 | Time: 4243.06 ms [2021-01-21 05:45:28 main:574] : INFO : Epoch 1605 | loss: 0.0205775 | val_loss: 0.0206475 | Time: 4200.37 ms [2021-01-21 05:45:33 main:574] : INFO : Epoch 1606 | loss: 0.0205648 | val_loss: 0.0206301 | Time: 4263.19 ms [2021-01-21 05:45:37 main:574] : INFO : Epoch 1607 | loss: 0.0205503 | val_loss: 0.0206371 | Time: 4184.66 ms [2021-01-21 05:45:41 main:574] : INFO : Epoch 1608 | loss: 0.0205441 | val_loss: 0.0206175 | Time: 4200.1 ms [2021-01-21 05:45:45 main:574] : INFO : Epoch 1609 | loss: 0.02053 | val_loss: 0.020606 | Time: 4209.03 ms [2021-01-21 05:45:50 main:574] : INFO : Epoch 1610 | loss: 0.0205293 | val_loss: 0.0206118 | Time: 4232.36 ms [2021-01-21 05:45:54 main:574] : INFO : Epoch 1611 | loss: 0.0205212 | val_loss: 0.0205911 | Time: 4232.55 ms [2021-01-21 05:45:58 main:574] : INFO : Epoch 1612 | loss: 0.0204992 | val_loss: 0.0205781 | Time: 4158.89 ms [2021-01-21 05:46:03 main:574] : INFO : Epoch 1613 | loss: 0.0204864 | val_loss: 0.0205649 | Time: 4197.24 ms [2021-01-21 05:46:07 main:574] : INFO : Epoch 1614 | loss: 0.0204818 | val_loss: 0.0205715 | Time: 4198.68 ms [2021-01-21 05:46:11 main:574] : INFO : Epoch 1615 | loss: 0.0204718 | val_loss: 0.0205457 | Time: 4200.71 ms [2021-01-21 05:46:15 main:574] : INFO : Epoch 1616 | loss: 0.020464 | val_loss: 0.0205625 | Time: 4181.79 ms [2021-01-21 05:46:20 main:574] : INFO : Epoch 1617 | loss: 0.0204673 | val_loss: 0.0205314 | Time: 4263.53 ms [2021-01-21 05:46:24 main:574] : INFO : Epoch 1618 | loss: 0.020446 | val_loss: 0.0205323 | Time: 4235.04 ms [2021-01-21 05:46:28 main:574] : INFO : Epoch 1619 | loss: 0.020445 | val_loss: 0.0205573 | Time: 4182.04 ms [2021-01-21 05:46:33 main:574] : INFO : Epoch 1620 | loss: 0.0204433 | val_loss: 0.0205448 | Time: 4219.86 ms [2021-01-21 05:46:37 main:574] : INFO : Epoch 1621 | loss: 0.020427 | val_loss: 0.0204992 | Time: 4143.34 ms [2021-01-21 05:46:41 main:574] : INFO : Epoch 1622 | loss: 0.0204234 | val_loss: 0.0205283 | Time: 4210.59 ms [2021-01-21 05:46:45 main:574] : INFO : Epoch 1623 | loss: 0.0204115 | val_loss: 0.0204874 | Time: 4216.32 ms [2021-01-21 05:46:50 main:574] : INFO : Epoch 1624 | loss: 0.0204014 | val_loss: 0.0204818 | Time: 4247.55 ms [2021-01-21 05:46:54 main:574] : INFO : Epoch 1625 | loss: 0.0203938 | val_loss: 0.0204673 | Time: 4233.93 ms [2021-01-21 05:46:58 main:574] : INFO : Epoch 1626 | loss: 0.0203814 | val_loss: 0.0204727 | Time: 4146.27 ms [2021-01-21 05:47:02 main:574] : INFO : Epoch 1627 | loss: 0.0203779 | val_loss: 0.0204546 | Time: 4161.78 ms [2021-01-21 05:47:07 main:574] : INFO : Epoch 1628 | loss: 0.0203684 | val_loss: 0.0204474 | Time: 4199.21 ms [2021-01-21 05:47:11 main:574] : INFO : Epoch 1629 | loss: 0.0203653 | val_loss: 0.0204733 | Time: 4202.83 ms [2021-01-21 05:47:15 main:574] : INFO : Epoch 1630 | loss: 0.0203759 | val_loss: 0.0204469 | Time: 4165.83 ms [2021-01-21 05:47:19 main:574] : INFO : Epoch 1631 | loss: 0.0203656 | val_loss: 0.020472 | Time: 4236.92 ms [2021-01-21 05:47:24 main:574] : INFO : Epoch 1632 | loss: 0.0203716 | val_loss: 0.0204362 | Time: 4214.07 ms [2021-01-21 05:47:28 main:574] : INFO : Epoch 1633 | loss: 0.0203662 | val_loss: 0.020465 | Time: 4193.53 ms [2021-01-21 05:47:32 main:574] : INFO : Epoch 1634 | loss: 0.0203649 | val_loss: 0.0204286 | Time: 4125.47 ms [2021-01-21 05:47:36 main:574] : INFO : Epoch 1635 | loss: 0.0203373 | val_loss: 0.0204142 | Time: 4216.35 ms [2021-01-21 05:47:41 main:574] : INFO : Epoch 1636 | loss: 0.0203246 | val_loss: 0.020414 | Time: 4238.82 ms [2021-01-21 05:47:45 main:574] : INFO : Epoch 1637 | loss: 0.0203232 | val_loss: 0.0204034 | Time: 4236.76 ms [2021-01-21 05:47:49 main:574] : INFO : Epoch 1638 | loss: 0.0203222 | val_loss: 0.020431 | Time: 4165.53 ms [2021-01-21 05:47:54 main:574] : INFO : Epoch 1639 | loss: 0.0203368 | val_loss: 0.020406 | Time: 4309.09 ms [2021-01-21 05:47:58 main:574] : INFO : Epoch 1640 | loss: 0.0203404 | val_loss: 0.0204357 | Time: 4186.42 ms [2021-01-21 05:48:02 main:574] : INFO : Epoch 1641 | loss: 0.0203087 | val_loss: 0.0203787 | Time: 4179.36 ms [2021-01-21 05:48:06 main:574] : INFO : Epoch 1642 | loss: 0.0202901 | val_loss: 0.020375 | Time: 4251.21 ms [2021-01-21 05:48:11 main:574] : INFO : Epoch 1643 | loss: 0.020284 | val_loss: 0.0203718 | Time: 4250.19 ms [2021-01-21 05:48:15 main:574] : INFO : Epoch 1644 | loss: 0.0202874 | val_loss: 0.0203781 | Time: 4201.06 ms [2021-01-21 05:48:19 main:574] : INFO : Epoch 1645 | loss: 0.0202799 | val_loss: 0.020366 | Time: 4177.92 ms [2021-01-21 05:48:24 main:574] : INFO : Epoch 1646 | loss: 0.0202794 | val_loss: 0.0203831 | Time: 4181.33 ms [2021-01-21 05:48:28 main:574] : INFO : Epoch 1647 | loss: 0.0202709 | val_loss: 0.0203589 | Time: 4182.89 ms [2021-01-21 05:48:32 main:574] : INFO : Epoch 1648 | loss: 0.0202611 | val_loss: 0.0203535 | Time: 4197.46 ms [2021-01-21 05:48:36 main:574] : INFO : Epoch 1649 | loss: 0.0202587 | val_loss: 0.020356 | Time: 4237.7 ms [2021-01-21 05:48:41 main:574] : INFO : Epoch 1650 | loss: 0.0202766 | val_loss: 0.0203496 | Time: 4201.33 ms [2021-01-21 05:48:45 main:574] : INFO : Epoch 1651 | loss: 0.0202571 | val_loss: 0.0203523 | Time: 4255.41 ms [2021-01-21 05:48:49 main:574] : INFO : Epoch 1652 | loss: 0.0202543 | val_loss: 0.0203516 | Time: 4204.97 ms [2021-01-21 05:48:53 main:574] : INFO : Epoch 1653 | loss: 0.0202466 | val_loss: 0.0203376 | Time: 4243.41 ms [2021-01-21 05:48:58 main:574] : INFO : Epoch 1654 | loss: 0.0202531 | val_loss: 0.0203897 | Time: 4205.91 ms [2021-01-21 05:49:02 main:574] : INFO : Epoch 1655 | loss: 0.0202577 | val_loss: 0.0203434 | Time: 4196.56 ms [2021-01-21 05:49:06 main:574] : INFO : Epoch 1656 | loss: 0.0202499 | val_loss: 0.0203155 | Time: 4263.48 ms [2021-01-21 05:49:11 main:574] : INFO : Epoch 1657 | loss: 0.0202326 | val_loss: 0.0203225 | Time: 4193.81 ms [2021-01-21 05:49:15 main:574] : INFO : Epoch 1658 | loss: 0.0202243 | val_loss: 0.0203031 | Time: 4209.71 ms [2021-01-21 05:49:19 main:574] : INFO : Epoch 1659 | loss: 0.0202104 | val_loss: 0.0203038 | Time: 4145.99 ms [2021-01-21 05:49:23 main:574] : INFO : Epoch 1660 | loss: 0.0202077 | val_loss: 0.0202943 | Time: 4228.12 ms [2021-01-21 05:49:28 main:574] : INFO : Epoch 1661 | loss: 0.0202032 | val_loss: 0.0202909 | Time: 4231.65 ms [2021-01-21 05:49:32 main:574] : INFO : Epoch 1662 | loss: 0.0201998 | val_loss: 0.0202891 | Time: 4184.18 ms [2021-01-21 05:49:36 main:574] : INFO : Epoch 1663 | loss: 0.0201945 | val_loss: 0.0202834 | Time: 4221.72 ms [2021-01-21 05:49:40 main:574] : INFO : Epoch 1664 | loss: 0.0201927 | val_loss: 0.0202829 | Time: 4170.68 ms [2021-01-21 05:49:45 main:574] : INFO : Epoch 1665 | loss: 0.0201924 | val_loss: 0.0202867 | Time: 4182.03 ms [2021-01-21 05:49:49 main:574] : INFO : Epoch 1666 | loss: 0.0201862 | val_loss: 0.0202781 | Time: 4273.58 ms [2021-01-21 05:49:53 main:574] : INFO : Epoch 1667 | loss: 0.020185 | val_loss: 0.0202682 | Time: 4196.28 ms [2021-01-21 05:49:57 main:574] : INFO : Epoch 1668 | loss: 0.0201784 | val_loss: 0.020271 | Time: 4227.26 ms [2021-01-21 05:50:02 main:574] : INFO : Epoch 1669 | loss: 0.020186 | val_loss: 0.0202745 | Time: 4230.43 ms [2021-01-21 05:50:06 main:574] : INFO : Epoch 1670 | loss: 0.0201817 | val_loss: 0.0202694 | Time: 4228.21 ms [2021-01-21 05:50:10 main:574] : INFO : Epoch 1671 | loss: 0.0201712 | val_loss: 0.0202574 | Time: 4218.28 ms [2021-01-21 05:50:15 main:574] : INFO : Epoch 1672 | loss: 0.0201678 | val_loss: 0.0202558 | Time: 4204.22 ms [2021-01-21 05:50:19 main:574] : INFO : Epoch 1673 | loss: 0.020164 | val_loss: 0.0202554 | Time: 4165.86 ms [2021-01-21 05:50:23 main:574] : INFO : Epoch 1674 | loss: 0.0201682 | val_loss: 0.0202647 | Time: 4187.95 ms [2021-01-21 05:50:27 main:574] : INFO : Epoch 1675 | loss: 0.0201614 | val_loss: 0.0202462 | Time: 4205.53 ms [2021-01-21 05:50:32 main:574] : INFO : Epoch 1676 | loss: 0.0201575 | val_loss: 0.0202409 | Time: 4184.95 ms [2021-01-21 05:50:36 main:574] : INFO : Epoch 1677 | loss: 0.0201478 | val_loss: 0.0202464 | Time: 4199.65 ms [2021-01-21 05:50:40 main:574] : INFO : Epoch 1678 | loss: 0.0201466 | val_loss: 0.0202522 | Time: 4192.16 ms [2021-01-21 05:50:44 main:574] : INFO : Epoch 1679 | loss: 0.0201422 | val_loss: 0.0202285 | Time: 4209.36 ms [2021-01-21 05:50:49 main:574] : INFO : Epoch 1680 | loss: 0.0201347 | val_loss: 0.0202304 | Time: 4181.7 ms [2021-01-21 05:50:53 main:574] : INFO : Epoch 1681 | loss: 0.0201337 | val_loss: 0.0202256 | Time: 4194.77 ms [2021-01-21 05:50:57 main:574] : INFO : Epoch 1682 | loss: 0.0201304 | val_loss: 0.0202283 | Time: 4175.86 ms [2021-01-21 05:51:01 main:574] : INFO : Epoch 1683 | loss: 0.0201308 | val_loss: 0.0202315 | Time: 4260.91 ms [2021-01-21 05:51:06 main:574] : INFO : Epoch 1684 | loss: 0.0201208 | val_loss: 0.0202124 | Time: 4195.33 ms [2021-01-21 05:51:10 main:574] : INFO : Epoch 1685 | loss: 0.0201196 | val_loss: 0.0202149 | Time: 4266.65 ms [2021-01-21 05:51:14 main:574] : INFO : Epoch 1686 | loss: 0.020125 | val_loss: 0.0202083 | Time: 4197.66 ms [2021-01-21 05:51:19 main:574] : INFO : Epoch 1687 | loss: 0.0201117 | val_loss: 0.0202101 | Time: 4207.46 ms [2021-01-21 05:51:23 main:574] : INFO : Epoch 1688 | loss: 0.0201091 | val_loss: 0.0202016 | Time: 4233.28 ms [2021-01-21 05:51:27 main:574] : INFO : Epoch 1689 | loss: 0.0201073 | val_loss: 0.0201981 | Time: 4228.72 ms [2021-01-21 05:51:31 main:574] : INFO : Epoch 1690 | loss: 0.0201072 | val_loss: 0.0201982 | Time: 4238.67 ms [2021-01-21 05:51:36 main:574] : INFO : Epoch 1691 | loss: 0.0201051 | val_loss: 0.0201971 | Time: 4220.89 ms [2021-01-21 05:51:40 main:574] : INFO : Epoch 1692 | loss: 0.0201054 | val_loss: 0.0201916 | Time: 4239.51 ms [2021-01-21 05:51:44 main:574] : INFO : Epoch 1693 | loss: 0.0200941 | val_loss: 0.0201877 | Time: 4204.66 ms [2021-01-21 05:51:48 main:574] : INFO : Epoch 1694 | loss: 0.0201003 | val_loss: 0.0201879 | Time: 4144.89 ms [2021-01-21 05:51:53 main:574] : INFO : Epoch 1695 | loss: 0.0201215 | val_loss: 0.0202311 | Time: 4272.93 ms [2021-01-21 05:51:57 main:574] : INFO : Epoch 1696 | loss: 0.0201653 | val_loss: 0.0202163 | Time: 4314.01 ms [2021-01-21 05:52:02 main:574] : INFO : Epoch 1697 | loss: 0.0201094 | val_loss: 0.0201995 | Time: 4157.49 ms [2021-01-21 05:52:06 main:574] : INFO : Epoch 1698 | loss: 0.020087 | val_loss: 0.0201803 | Time: 4245.77 ms [2021-01-21 05:52:10 main:574] : INFO : Epoch 1699 | loss: 0.0200848 | val_loss: 0.0201956 | Time: 4195.74 ms [2021-01-21 05:52:14 main:574] : INFO : Epoch 1700 | loss: 0.0200861 | val_loss: 0.020172 | Time: 4215.34 ms [2021-01-21 05:52:19 main:574] : INFO : Epoch 1701 | loss: 0.0200741 | val_loss: 0.0201713 | Time: 4172.67 ms [2021-01-21 05:52:23 main:574] : INFO : Epoch 1702 | loss: 0.0200713 | val_loss: 0.0201723 | Time: 4202.84 ms [2021-01-21 05:52:27 main:574] : INFO : Epoch 1703 | loss: 0.0200733 | val_loss: 0.0201739 | Time: 4214.01 ms [2021-01-21 05:52:32 main:574] : INFO : Epoch 1704 | loss: 0.0200664 | val_loss: 0.020158 | Time: 4232.8 ms [2021-01-21 05:52:36 main:574] : INFO : Epoch 1705 | loss: 0.0200686 | val_loss: 0.0201604 | Time: 4200.96 ms [2021-01-21 05:52:40 main:574] : INFO : Epoch 1706 | loss: 0.0200586 | val_loss: 0.020157 | Time: 4221.23 ms [2021-01-21 05:52:44 main:574] : INFO : Epoch 1707 | loss: 0.0200589 | val_loss: 0.0201535 | Time: 4207.46 ms [2021-01-21 05:52:49 main:574] : INFO : Epoch 1708 | loss: 0.0200661 | val_loss: 0.0201711 | Time: 4249.02 ms [2021-01-21 05:52:53 main:574] : INFO : Epoch 1709 | loss: 0.0200674 | val_loss: 0.0201769 | Time: 4228.45 ms [2021-01-21 05:52:57 main:574] : INFO : Epoch 1710 | loss: 0.0200579 | val_loss: 0.0201527 | Time: 4160.29 ms [2021-01-21 05:53:01 main:574] : INFO : Epoch 1711 | loss: 0.0200538 | val_loss: 0.0201555 | Time: 4211.02 ms [2021-01-21 05:53:06 main:574] : INFO : Epoch 1712 | loss: 0.0200613 | val_loss: 0.02016 | Time: 4219.93 ms [2021-01-21 05:53:10 main:574] : INFO : Epoch 1713 | loss: 0.0200809 | val_loss: 0.0202249 | Time: 4157.71 ms [2021-01-21 05:53:14 main:574] : INFO : Epoch 1714 | loss: 0.0200681 | val_loss: 0.0201634 | Time: 4173.54 ms [2021-01-21 05:53:18 main:574] : INFO : Epoch 1715 | loss: 0.020067 | val_loss: 0.0201962 | Time: 4241.81 ms [2021-01-21 05:53:23 main:574] : INFO : Epoch 1716 | loss: 0.0200542 | val_loss: 0.020137 | Time: 4187.21 ms [2021-01-21 05:53:27 main:574] : INFO : Epoch 1717 | loss: 0.0200411 | val_loss: 0.0201534 | Time: 4243.3 ms [2021-01-21 05:53:31 main:574] : INFO : Epoch 1718 | loss: 0.0200505 | val_loss: 0.0201408 | Time: 4158.32 ms [2021-01-21 05:53:35 main:574] : INFO : Epoch 1719 | loss: 0.0200523 | val_loss: 0.0201415 | Time: 4159.59 ms [2021-01-21 05:53:40 main:574] : INFO : Epoch 1720 | loss: 0.020041 | val_loss: 0.0201531 | Time: 4264.94 ms [2021-01-21 05:53:44 main:574] : INFO : Epoch 1721 | loss: 0.0200341 | val_loss: 0.020133 | Time: 4216.86 ms [2021-01-21 05:53:48 main:574] : INFO : Epoch 1722 | loss: 0.0200318 | val_loss: 0.0201341 | Time: 4209.33 ms [2021-01-21 05:53:53 main:574] : INFO : Epoch 1723 | loss: 0.0200274 | val_loss: 0.0201282 | Time: 4264.62 ms [2021-01-21 05:53:57 main:574] : INFO : Epoch 1724 | loss: 0.020023 | val_loss: 0.0201267 | Time: 4167.56 ms [2021-01-21 05:54:01 main:574] : INFO : Epoch 1725 | loss: 0.0200307 | val_loss: 0.0201247 | Time: 4161.65 ms [2021-01-21 05:54:05 main:574] : INFO : Epoch 1726 | loss: 0.0200491 | val_loss: 0.0201291 | Time: 4198.72 ms [2021-01-21 05:54:10 main:574] : INFO : Epoch 1727 | loss: 0.0200321 | val_loss: 0.0201216 | Time: 4174.88 ms [2021-01-21 05:54:14 main:574] : INFO : Epoch 1728 | loss: 0.0200146 | val_loss: 0.020138 | Time: 4186.5 ms [2021-01-21 05:54:18 main:574] : INFO : Epoch 1729 | loss: 0.0200161 | val_loss: 0.0201135 | Time: 4193.94 ms [2021-01-21 05:54:23 main:574] : INFO : Epoch 1730 | loss: 0.0200174 | val_loss: 0.0201145 | Time: 4223.35 ms [2021-01-21 05:54:27 main:574] : INFO : Epoch 1731 | loss: 0.0200108 | val_loss: 0.020116 | Time: 4182.45 ms [2021-01-21 05:54:31 main:574] : INFO : Epoch 1732 | loss: 0.0200152 | val_loss: 0.0201155 | Time: 4229.19 ms [2021-01-21 05:54:36 main:574] : INFO : Epoch 1733 | loss: 0.0200164 | val_loss: 0.0201093 | Time: 4214.19 ms [2021-01-21 05:54:40 main:574] : INFO : Epoch 1734 | loss: 0.0200153 | val_loss: 0.0201047 | Time: 4225.92 ms [2021-01-21 05:54:44 main:574] : INFO : Epoch 1735 | loss: 0.0200131 | val_loss: 0.0201132 | Time: 4238.88 ms [2021-01-21 05:54:48 main:574] : INFO : Epoch 1736 | loss: 0.0200242 | val_loss: 0.0201249 | Time: 4210.59 ms [2021-01-21 05:54:53 main:574] : INFO : Epoch 1737 | loss: 0.0200183 | val_loss: 0.020118 | Time: 4216.76 ms [2021-01-21 05:54:57 main:574] : INFO : Epoch 1738 | loss: 0.0200075 | val_loss: 0.0200999 | Time: 4192.73 ms [2021-01-21 05:55:01 main:574] : INFO : Epoch 1739 | loss: 0.0200071 | val_loss: 0.0201168 | Time: 4198.34 ms [2021-01-21 05:55:05 main:574] : INFO : Epoch 1740 | loss: 0.0200074 | val_loss: 0.0201017 | Time: 4242.07 ms [2021-01-21 05:55:10 main:574] : INFO : Epoch 1741 | loss: 0.0200045 | val_loss: 0.020112 | Time: 4216.48 ms [2021-01-21 05:55:14 main:574] : INFO : Epoch 1742 | loss: 0.0200081 | val_loss: 0.0201234 | Time: 4191.83 ms [2021-01-21 05:55:18 main:574] : INFO : Epoch 1743 | loss: 0.0200018 | val_loss: 0.0200998 | Time: 4176.32 ms [2021-01-21 05:55:23 main:574] : INFO : Epoch 1744 | loss: 0.0199944 | val_loss: 0.0201104 | Time: 4259.43 ms [2021-01-21 05:55:27 main:574] : INFO : Epoch 1745 | loss: 0.0199988 | val_loss: 0.0200941 | Time: 4240.05 ms [2021-01-21 05:55:31 main:574] : INFO : Epoch 1746 | loss: 0.019985 | val_loss: 0.0200869 | Time: 4269.8 ms [2021-01-21 05:55:35 main:574] : INFO : Epoch 1747 | loss: 0.0199863 | val_loss: 0.0200947 | Time: 4224.74 ms [2021-01-21 05:55:40 main:574] : INFO : Epoch 1748 | loss: 0.0199777 | val_loss: 0.0200867 | Time: 4199.43 ms [2021-01-21 05:55:44 main:574] : INFO : Epoch 1749 | loss: 0.0199972 | val_loss: 0.0200801 | Time: 4187.35 ms [2021-01-21 05:55:48 main:574] : INFO : Epoch 1750 | loss: 0.019975 | val_loss: 0.020093 | Time: 4188.32 ms [2021-01-21 05:55:52 main:574] : INFO : Epoch 1751 | loss: 0.0199948 | val_loss: 0.0201271 | Time: 4256.48 ms [2021-01-21 05:55:57 main:574] : INFO : Epoch 1752 | loss: 0.0199779 | val_loss: 0.0200634 | Time: 4219.14 ms [2021-01-21 05:56:01 main:574] : INFO : Epoch 1753 | loss: 0.0199705 | val_loss: 0.0200718 | Time: 4194.55 ms [2021-01-21 05:56:05 main:574] : INFO : Epoch 1754 | loss: 0.0199693 | val_loss: 0.0201188 | Time: 4195.68 ms [2021-01-21 05:56:10 main:574] : INFO : Epoch 1755 | loss: 0.0199906 | val_loss: 0.0200655 | Time: 4182.88 ms [2021-01-21 05:56:14 main:574] : INFO : Epoch 1756 | loss: 0.0199994 | val_loss: 0.0200767 | Time: 4205.32 ms [2021-01-21 05:56:18 main:574] : INFO : Epoch 1757 | loss: 0.0199806 | val_loss: 0.0200743 | Time: 4204.22 ms [2021-01-21 05:56:22 main:574] : INFO : Epoch 1758 | loss: 0.0199681 | val_loss: 0.020061 | Time: 4238.9 ms [2021-01-21 05:56:27 main:574] : INFO : Epoch 1759 | loss: 0.0199629 | val_loss: 0.0200494 | Time: 4242.8 ms [2021-01-21 05:56:31 main:574] : INFO : Epoch 1760 | loss: 0.0199548 | val_loss: 0.0200709 | Time: 4196.27 ms [2021-01-21 05:56:35 main:574] : INFO : Epoch 1761 | loss: 0.019971 | val_loss: 0.0201902 | Time: 4175.42 ms [2021-01-21 05:56:39 main:574] : INFO : Epoch 1762 | loss: 0.0201688 | val_loss: 0.020443 | Time: 4170.53 ms [2021-01-21 05:56:44 main:574] : INFO : Epoch 1763 | loss: 0.0201546 | val_loss: 0.0201933 | Time: 4224.87 ms [2021-01-21 05:56:48 main:574] : INFO : Epoch 1764 | loss: 0.0200342 | val_loss: 0.0202507 | Time: 4203.7 ms [2021-01-21 05:56:52 main:574] : INFO : Epoch 1765 | loss: 0.0200457 | val_loss: 0.0200592 | Time: 4162.93 ms [2021-01-21 05:56:56 main:574] : INFO : Epoch 1766 | loss: 0.0199624 | val_loss: 0.020039 | Time: 4177.24 ms [2021-01-21 05:57:01 main:574] : INFO : Epoch 1767 | loss: 0.0199349 | val_loss: 0.0200297 | Time: 4165.01 ms [2021-01-21 05:57:05 main:574] : INFO : Epoch 1768 | loss: 0.0199302 | val_loss: 0.0200408 | Time: 4255.31 ms [2021-01-21 05:57:09 main:574] : INFO : Epoch 1769 | loss: 0.0199317 | val_loss: 0.0200479 | Time: 4133.49 ms [2021-01-21 05:57:13 main:574] : INFO : Epoch 1770 | loss: 0.0199134 | val_loss: 0.0199365 | Time: 4241.55 ms [2021-01-21 05:57:18 main:574] : INFO : Epoch 1771 | loss: 0.0197948 | val_loss: 0.0198393 | Time: 4186.69 ms [2021-01-21 05:57:22 main:574] : INFO : Epoch 1772 | loss: 0.0197589 | val_loss: 0.0198308 | Time: 4182.91 ms [2021-01-21 05:57:26 main:574] : INFO : Epoch 1773 | loss: 0.0197181 | val_loss: 0.0197841 | Time: 4217.67 ms [2021-01-21 05:57:30 main:574] : INFO : Epoch 1774 | loss: 0.0196826 | val_loss: 0.0197617 | Time: 4205.28 ms [2021-01-21 05:57:35 main:574] : INFO : Epoch 1775 | loss: 0.0196629 | val_loss: 0.019744 | Time: 4204.55 ms [2021-01-21 05:57:39 main:574] : INFO : Epoch 1776 | loss: 0.0196687 | val_loss: 0.0197329 | Time: 4195.17 ms [2021-01-21 05:57:43 main:574] : INFO : Epoch 1777 | loss: 0.0196463 | val_loss: 0.0197362 | Time: 4196.88 ms [2021-01-21 05:57:47 main:574] : INFO : Epoch 1778 | loss: 0.0196413 | val_loss: 0.0197222 | Time: 4240.03 ms [2021-01-21 05:57:52 main:574] : INFO : Epoch 1779 | loss: 0.0196399 | val_loss: 0.0197326 | Time: 4158.12 ms [2021-01-21 05:57:56 main:574] : INFO : Epoch 1780 | loss: 0.0196686 | val_loss: 0.0197263 | Time: 4217.72 ms [2021-01-21 05:58:00 main:574] : INFO : Epoch 1781 | loss: 0.0196734 | val_loss: 0.0197666 | Time: 4160.85 ms [2021-01-21 05:58:04 main:574] : INFO : Epoch 1782 | loss: 0.0196374 | val_loss: 0.0197018 | Time: 4222.78 ms [2021-01-21 05:58:09 main:574] : INFO : Epoch 1783 | loss: 0.0196213 | val_loss: 0.0196985 | Time: 4184.25 ms [2021-01-21 05:58:13 main:574] : INFO : Epoch 1784 | loss: 0.0196097 | val_loss: 0.0197033 | Time: 4192.01 ms [2021-01-21 05:58:17 main:574] : INFO : Epoch 1785 | loss: 0.0196081 | val_loss: 0.0197069 | Time: 4188.8 ms [2021-01-21 05:58:22 main:574] : INFO : Epoch 1786 | loss: 0.0196141 | val_loss: 0.0196903 | Time: 4267.16 ms [2021-01-21 05:58:26 main:574] : INFO : Epoch 1787 | loss: 0.0196229 | val_loss: 0.0197422 | Time: 4146.14 ms [2021-01-21 05:58:30 main:574] : INFO : Epoch 1788 | loss: 0.0196892 | val_loss: 0.0202167 | Time: 4179.05 ms [2021-01-21 05:58:34 main:574] : INFO : Epoch 1789 | loss: 0.0199914 | val_loss: 0.0198514 | Time: 4163.9 ms [2021-01-21 05:58:39 main:574] : INFO : Epoch 1790 | loss: 0.0197218 | val_loss: 0.0197334 | Time: 4226.47 ms [2021-01-21 05:58:43 main:574] : INFO : Epoch 1791 | loss: 0.0196217 | val_loss: 0.0197005 | Time: 4216.94 ms [2021-01-21 05:58:47 main:574] : INFO : Epoch 1792 | loss: 0.0196056 | val_loss: 0.0196964 | Time: 4262.46 ms [2021-01-21 05:58:51 main:574] : INFO : Epoch 1793 | loss: 0.0196075 | val_loss: 0.0196934 | Time: 4203.12 ms [2021-01-21 05:58:56 main:574] : INFO : Epoch 1794 | loss: 0.0196148 | val_loss: 0.0196873 | Time: 4211.38 ms [2021-01-21 05:59:00 main:574] : INFO : Epoch 1795 | loss: 0.0195924 | val_loss: 0.0196851 | Time: 4207.79 ms [2021-01-21 05:59:04 main:574] : INFO : Epoch 1796 | loss: 0.019591 | val_loss: 0.0196815 | Time: 4253.74 ms [2021-01-21 05:59:09 main:574] : INFO : Epoch 1797 | loss: 0.0195897 | val_loss: 0.0196706 | Time: 4201.79 ms [2021-01-21 05:59:13 main:574] : INFO : Epoch 1798 | loss: 0.0195846 | val_loss: 0.0196713 | Time: 4227.85 ms [2021-01-21 05:59:17 main:574] : INFO : Epoch 1799 | loss: 0.0195806 | val_loss: 0.0196775 | Time: 4180.61 ms [2021-01-21 05:59:21 main:574] : INFO : Epoch 1800 | loss: 0.0195927 | val_loss: 0.0196802 | Time: 4242.93 ms [2021-01-21 05:59:26 main:574] : INFO : Epoch 1801 | loss: 0.0195803 | val_loss: 0.0196742 | Time: 4206.47 ms [2021-01-21 05:59:30 main:574] : INFO : Epoch 1802 | loss: 0.0195857 | val_loss: 0.0196835 | Time: 4148.48 ms [2021-01-21 05:59:34 main:574] : INFO : Epoch 1803 | loss: 0.0195848 | val_loss: 0.019672 | Time: 4236.01 ms [2021-01-21 05:59:38 main:574] : INFO : Epoch 1804 | loss: 0.0195717 | val_loss: 0.0196585 | Time: 4227.93 ms [2021-01-21 05:59:43 main:574] : INFO : Epoch 1805 | loss: 0.0195757 | val_loss: 0.0196703 | Time: 4179.73 ms [2021-01-21 05:59:47 main:574] : INFO : Epoch 1806 | loss: 0.019576 | val_loss: 0.0197151 | Time: 4211.41 ms [2021-01-21 05:59:51 main:574] : INFO : Epoch 1807 | loss: 0.0196082 | val_loss: 0.0197239 | Time: 4155.47 ms [2021-01-21 05:59:55 main:574] : INFO : Epoch 1808 | loss: 0.0196643 | val_loss: 0.0198566 | Time: 4279.8 ms [2021-01-21 06:00:00 main:574] : INFO : Epoch 1809 | loss: 0.0196647 | val_loss: 0.0197528 | Time: 4200.77 ms [2021-01-21 06:00:04 main:574] : INFO : Epoch 1810 | loss: 0.0196103 | val_loss: 0.019673 | Time: 4169.41 ms [2021-01-21 06:00:08 main:574] : INFO : Epoch 1811 | loss: 0.0195758 | val_loss: 0.019692 | Time: 4230.04 ms [2021-01-21 06:00:13 main:574] : INFO : Epoch 1812 | loss: 0.0195774 | val_loss: 0.0196538 | Time: 4222.84 ms [2021-01-21 06:00:17 main:574] : INFO : Epoch 1813 | loss: 0.019562 | val_loss: 0.0196462 | Time: 4207.25 ms [2021-01-21 06:00:21 main:574] : INFO : Epoch 1814 | loss: 0.0195527 | val_loss: 0.0196508 | Time: 4222.41 ms [2021-01-21 06:00:25 main:574] : INFO : Epoch 1815 | loss: 0.0195517 | val_loss: 0.0196421 | Time: 4195.85 ms [2021-01-21 06:00:30 main:574] : INFO : Epoch 1816 | loss: 0.0195461 | val_loss: 0.0196398 | Time: 4207.17 ms [2021-01-21 06:00:34 main:574] : INFO : Epoch 1817 | loss: 0.0195509 | val_loss: 0.0196425 | Time: 4212.96 ms [2021-01-21 06:00:38 main:574] : INFO : Epoch 1818 | loss: 0.0195591 | val_loss: 0.0197017 | Time: 4245.32 ms [2021-01-21 06:00:43 main:574] : INFO : Epoch 1819 | loss: 0.0195727 | val_loss: 0.0196431 | Time: 4204.32 ms [2021-01-21 06:00:47 main:574] : INFO : Epoch 1820 | loss: 0.0195566 | val_loss: 0.0196554 | Time: 4198.39 ms [2021-01-21 06:00:51 main:574] : INFO : Epoch 1821 | loss: 0.0195988 | val_loss: 0.0196803 | Time: 4185.13 ms [2021-01-21 06:00:55 main:574] : INFO : Epoch 1822 | loss: 0.019601 | val_loss: 0.01965 | Time: 4198.15 ms [2021-01-21 06:00:59 main:574] : INFO : Epoch 1823 | loss: 0.0195482 | val_loss: 0.01966 | Time: 4171.85 ms [2021-01-21 06:01:04 main:574] : INFO : Epoch 1824 | loss: 0.019546 | val_loss: 0.0196566 | Time: 4230.42 ms [2021-01-21 06:01:08 main:574] : INFO : Epoch 1825 | loss: 0.0195625 | val_loss: 0.0196332 | Time: 4236.1 ms [2021-01-21 06:01:12 main:574] : INFO : Epoch 1826 | loss: 0.0195732 | val_loss: 0.0196356 | Time: 4186.95 ms [2021-01-21 06:01:17 main:574] : INFO : Epoch 1827 | loss: 0.0195486 | val_loss: 0.0196555 | Time: 4251.49 ms [2021-01-21 06:01:21 main:574] : INFO : Epoch 1828 | loss: 0.0195485 | val_loss: 0.0196474 | Time: 4246.59 ms [2021-01-21 06:01:25 main:574] : INFO : Epoch 1829 | loss: 0.0195428 | val_loss: 0.0196288 | Time: 4232.73 ms [2021-01-21 06:01:30 main:574] : INFO : Epoch 1830 | loss: 0.019535 | val_loss: 0.0196382 | Time: 4208.38 ms [2021-01-21 06:01:34 main:574] : INFO : Epoch 1831 | loss: 0.0195647 | val_loss: 0.0196385 | Time: 4174.25 ms [2021-01-21 06:01:38 main:574] : INFO : Epoch 1832 | loss: 0.01956 | val_loss: 0.0196363 | Time: 4176.61 ms [2021-01-21 06:01:42 main:574] : INFO : Epoch 1833 | loss: 0.0195476 | val_loss: 0.0196393 | Time: 4198.63 ms [2021-01-21 06:01:47 main:574] : INFO : Epoch 1834 | loss: 0.0195501 | val_loss: 0.0196556 | Time: 4185.36 ms [2021-01-21 06:01:51 main:574] : INFO : Epoch 1835 | loss: 0.0195409 | val_loss: 0.0196221 | Time: 4203.5 ms [2021-01-21 06:01:55 main:574] : INFO : Epoch 1836 | loss: 0.0195265 | val_loss: 0.0196137 | Time: 4157.4 ms [2021-01-21 06:02:00 main:574] : INFO : Epoch 1837 | loss: 0.0195241 | val_loss: 0.0196346 | Time: 4236.72 ms [2021-01-21 06:02:04 main:574] : INFO : Epoch 1838 | loss: 0.019533 | val_loss: 0.0196819 | Time: 4222.53 ms [2021-01-21 06:02:08 main:574] : INFO : Epoch 1839 | loss: 0.0195449 | val_loss: 0.0195958 | Time: 4203.78 ms [2021-01-21 06:02:12 main:574] : INFO : Epoch 1840 | loss: 0.0194535 | val_loss: 0.0194913 | Time: 4171.93 ms [2021-01-21 06:02:17 main:574] : INFO : Epoch 1841 | loss: 0.0193943 | val_loss: 0.0194475 | Time: 4173.24 ms [2021-01-21 06:02:21 main:574] : INFO : Epoch 1842 | loss: 0.0193453 | val_loss: 0.0195405 | Time: 4247.97 ms [2021-01-21 06:02:25 main:574] : INFO : Epoch 1843 | loss: 0.0195877 | val_loss: 0.0196094 | Time: 4258.6 ms [2021-01-21 06:02:29 main:574] : INFO : Epoch 1844 | loss: 0.0194126 | val_loss: 0.0194726 | Time: 4237.81 ms [2021-01-21 06:02:34 main:574] : INFO : Epoch 1845 | loss: 0.0193258 | val_loss: 0.0193951 | Time: 4171.81 ms [2021-01-21 06:02:38 main:574] : INFO : Epoch 1846 | loss: 0.0193432 | val_loss: 0.0193887 | Time: 4164.15 ms [2021-01-21 06:02:42 main:574] : INFO : Epoch 1847 | loss: 0.0192729 | val_loss: 0.0193179 | Time: 4229.3 ms [2021-01-21 06:02:47 main:574] : INFO : Epoch 1848 | loss: 0.0194159 | val_loss: 0.0195228 | Time: 4232.53 ms [2021-01-21 06:02:51 main:574] : INFO : Epoch 1849 | loss: 0.0194861 | val_loss: 0.0187593 | Time: 4182.04 ms [2021-01-21 06:02:55 main:574] : INFO : Epoch 1850 | loss: 0.018971 | val_loss: 0.0179258 | Time: 4245.11 ms [2021-01-21 06:02:59 main:574] : INFO : Epoch 1851 | loss: 0.0185028 | val_loss: 0.0251257 | Time: 4177.87 ms [2021-01-21 06:03:04 main:574] : INFO : Epoch 1852 | loss: 0.0307766 | val_loss: 0.0313127 | Time: 4195.68 ms [2021-01-21 06:03:08 main:574] : INFO : Epoch 1853 | loss: 0.0312828 | val_loss: 0.0312543 | Time: 4158.72 ms [2021-01-21 06:03:12 main:574] : INFO : Epoch 1854 | loss: 0.0312917 | val_loss: 0.031269 | Time: 4245.69 ms [2021-01-21 06:03:16 main:574] : INFO : Epoch 1855 | loss: 0.0312128 | val_loss: 0.0311559 | Time: 4203.17 ms [2021-01-21 06:03:21 main:574] : INFO : Epoch 1856 | loss: 0.0310333 | val_loss: 0.0307431 | Time: 4193.18 ms [2021-01-21 06:03:25 main:574] : INFO : Epoch 1857 | loss: 0.0316017 | val_loss: 0.0322862 | Time: 4179.67 ms [2021-01-21 06:03:29 main:574] : INFO : Epoch 1858 | loss: 0.0319648 | val_loss: 0.0317134 | Time: 4235.57 ms [2021-01-21 06:03:33 main:574] : INFO : Epoch 1859 | loss: 0.0309026 | val_loss: 0.028452 | Time: 4205.19 ms [2021-01-21 06:03:38 main:574] : INFO : Epoch 1860 | loss: 0.0278769 | val_loss: 0.0268595 | Time: 4213.92 ms [2021-01-21 06:03:42 main:574] : INFO : Epoch 1861 | loss: 0.0255158 | val_loss: 0.0242453 | Time: 4190.85 ms [2021-01-21 06:03:46 main:574] : INFO : Epoch 1862 | loss: 0.0236387 | val_loss: 0.0225862 | Time: 4241.85 ms [2021-01-21 06:03:51 main:574] : INFO : Epoch 1863 | loss: 0.0219293 | val_loss: 0.0211604 | Time: 4216.89 ms [2021-01-21 06:03:55 main:574] : INFO : Epoch 1864 | loss: 0.0206882 | val_loss: 0.0202135 | Time: 4228.87 ms [2021-01-21 06:03:59 main:574] : INFO : Epoch 1865 | loss: 0.0199816 | val_loss: 0.0196822 | Time: 4199.37 ms [2021-01-21 06:04:04 main:574] : INFO : Epoch 1866 | loss: 0.0195488 | val_loss: 0.0193318 | Time: 4214.27 ms [2021-01-21 06:04:08 main:574] : INFO : Epoch 1867 | loss: 0.0192232 | val_loss: 0.0190198 | Time: 4266.36 ms [2021-01-21 06:04:12 main:574] : INFO : Epoch 1868 | loss: 0.0189183 | val_loss: 0.0187159 | Time: 4234.77 ms [2021-01-21 06:04:16 main:574] : INFO : Epoch 1869 | loss: 0.0186188 | val_loss: 0.0184142 | Time: 4191.38 ms [2021-01-21 06:04:21 main:574] : INFO : Epoch 1870 | loss: 0.0183067 | val_loss: 0.0180922 | Time: 4180.67 ms [2021-01-21 06:04:25 main:574] : INFO : Epoch 1871 | loss: 0.0179899 | val_loss: 0.0177958 | Time: 4228.3 ms [2021-01-21 06:04:29 main:574] : INFO : Epoch 1872 | loss: 0.017735 | val_loss: 0.0175733 | Time: 4218.46 ms [2021-01-21 06:04:34 main:574] : INFO : Epoch 1873 | loss: 0.0175257 | val_loss: 0.0173725 | Time: 4208.47 ms [2021-01-21 06:04:38 main:574] : INFO : Epoch 1874 | loss: 0.0173134 | val_loss: 0.0171291 | Time: 4261.57 ms [2021-01-21 06:04:42 main:574] : INFO : Epoch 1875 | loss: 0.0170507 | val_loss: 0.016749 | Time: 4243.88 ms [2021-01-21 06:04:46 main:574] : INFO : Epoch 1876 | loss: 0.0167379 | val_loss: 0.0165538 | Time: 4215.64 ms [2021-01-21 06:04:51 main:574] : INFO : Epoch 1877 | loss: 0.0165051 | val_loss: 0.0163216 | Time: 4213.51 ms [2021-01-21 06:04:55 main:574] : INFO : Epoch 1878 | loss: 0.0162621 | val_loss: 0.0160154 | Time: 4215.78 ms [2021-01-21 06:04:59 main:574] : INFO : Epoch 1879 | loss: 0.0159116 | val_loss: 0.0156711 | Time: 4221.28 ms [2021-01-21 06:05:04 main:574] : INFO : Epoch 1880 | loss: 0.0156064 | val_loss: 0.0154031 | Time: 4193.02 ms [2021-01-21 06:05:08 main:574] : INFO : Epoch 1881 | loss: 0.0153108 | val_loss: 0.0150892 | Time: 4231.93 ms [2021-01-21 06:05:12 main:574] : INFO : Epoch 1882 | loss: 0.0148161 | val_loss: 0.0143548 | Time: 4262.91 ms [2021-01-21 06:05:16 main:574] : INFO : Epoch 1883 | loss: 0.0141995 | val_loss: 0.0139562 | Time: 4201.46 ms [2021-01-21 06:05:21 main:574] : INFO : Epoch 1884 | loss: 0.0138758 | val_loss: 0.0136438 | Time: 4197.69 ms [2021-01-21 06:05:25 main:574] : INFO : Epoch 1885 | loss: 0.0136432 | val_loss: 0.0134476 | Time: 4191.15 ms [2021-01-21 06:05:29 main:574] : INFO : Epoch 1886 | loss: 0.0134666 | val_loss: 0.0133045 | Time: 4189.29 ms [2021-01-21 06:05:33 main:574] : INFO : Epoch 1887 | loss: 0.013339 | val_loss: 0.0131925 | Time: 4255.62 ms [2021-01-21 06:05:38 main:574] : INFO : Epoch 1888 | loss: 0.0132428 | val_loss: 0.0131101 | Time: 4228.81 ms [2021-01-21 06:05:42 main:574] : INFO : Epoch 1889 | loss: 0.0131666 | val_loss: 0.0130349 | Time: 4230.25 ms [2021-01-21 06:05:46 main:574] : INFO : Epoch 1890 | loss: 0.0130973 | val_loss: 0.0129627 | Time: 4249.51 ms [2021-01-21 06:05:51 main:574] : INFO : Epoch 1891 | loss: 0.0130264 | val_loss: 0.0128948 | Time: 4215.92 ms [2021-01-21 06:05:55 main:574] : INFO : Epoch 1892 | loss: 0.012954 | val_loss: 0.0128197 | Time: 4216.13 ms [2021-01-21 06:05:59 main:574] : INFO : Epoch 1893 | loss: 0.0128778 | val_loss: 0.0127484 | Time: 4155.85 ms [2021-01-21 06:06:03 main:574] : INFO : Epoch 1894 | loss: 0.0128068 | val_loss: 0.0126825 | Time: 4197.28 ms [2021-01-21 06:06:08 main:574] : INFO : Epoch 1895 | loss: 0.0127453 | val_loss: 0.0126094 | Time: 4143.46 ms [2021-01-21 06:06:12 main:574] : INFO : Epoch 1896 | loss: 0.0126219 | val_loss: 0.0124303 | Time: 4217.06 ms [2021-01-21 06:06:16 main:574] : INFO : Epoch 1897 | loss: 0.0124813 | val_loss: 0.012291 | Time: 4206.87 ms [2021-01-21 06:06:20 main:574] : INFO : Epoch 1898 | loss: 0.0123239 | val_loss: 0.012199 | Time: 4249.17 ms [2021-01-21 06:06:25 main:574] : INFO : Epoch 1899 | loss: 0.0122392 | val_loss: 0.0121233 | Time: 4224.45 ms [2021-01-21 06:06:29 main:574] : INFO : Epoch 1900 | loss: 0.0121671 | val_loss: 0.0120573 | Time: 4214.62 ms [2021-01-21 06:06:33 main:574] : INFO : Epoch 1901 | loss: 0.0121007 | val_loss: 0.0119921 | Time: 4226.43 ms [2021-01-21 06:06:38 main:574] : INFO : Epoch 1902 | loss: 0.0120463 | val_loss: 0.0119519 | Time: 4190.38 ms [2021-01-21 06:06:42 main:574] : INFO : Epoch 1903 | loss: 0.0120081 | val_loss: 0.0119131 | Time: 4186.46 ms [2021-01-21 06:06:46 main:574] : INFO : Epoch 1904 | loss: 0.0119676 | val_loss: 0.01188 | Time: 4208.85 ms [2021-01-21 06:06:50 main:574] : INFO : Epoch 1905 | loss: 0.0119336 | val_loss: 0.0118521 | Time: 4189.75 ms [2021-01-21 06:06:55 main:574] : INFO : Epoch 1906 | loss: 0.0119087 | val_loss: 0.0118306 | Time: 4278.18 ms [2021-01-21 06:06:59 main:574] : INFO : Epoch 1907 | loss: 0.011883 | val_loss: 0.0118086 | Time: 4205.41 ms [2021-01-21 06:07:03 main:574] : INFO : Epoch 1908 | loss: 0.0118592 | val_loss: 0.0117883 | Time: 4128.64 ms [2021-01-21 06:07:08 main:574] : INFO : Epoch 1909 | loss: 0.0118473 | val_loss: 0.0117646 | Time: 4229.63 ms [2021-01-21 06:07:12 main:574] : INFO : Epoch 1910 | loss: 0.0118239 | val_loss: 0.0117432 | Time: 4224.65 ms [2021-01-21 06:07:16 main:574] : INFO : Epoch 1911 | loss: 0.011796 | val_loss: 0.0117243 | Time: 4228.69 ms [2021-01-21 06:07:20 main:574] : INFO : Epoch 1912 | loss: 0.0117733 | val_loss: 0.0117097 | Time: 4163.13 ms [2021-01-21 06:07:25 main:574] : INFO : Epoch 1913 | loss: 0.0117665 | val_loss: 0.0117043 | Time: 4243.08 ms [2021-01-21 06:07:29 main:574] : INFO : Epoch 1914 | loss: 0.0117498 | val_loss: 0.0116799 | Time: 4163.97 ms [2021-01-21 06:07:33 main:574] : INFO : Epoch 1915 | loss: 0.0117292 | val_loss: 0.0116656 | Time: 4187.9 ms [2021-01-21 06:07:37 main:574] : INFO : Epoch 1916 | loss: 0.0117144 | val_loss: 0.0116504 | Time: 4178.47 ms [2021-01-21 06:07:42 main:574] : INFO : Epoch 1917 | loss: 0.0117026 | val_loss: 0.0116306 | Time: 4169.39 ms [2021-01-21 06:07:46 main:574] : INFO : Epoch 1918 | loss: 0.0116836 | val_loss: 0.0116159 | Time: 4213.44 ms [2021-01-21 06:07:50 main:574] : INFO : Epoch 1919 | loss: 0.0116685 | val_loss: 0.0116076 | Time: 4241.97 ms [2021-01-21 06:07:55 main:574] : INFO : Epoch 1920 | loss: 0.0116544 | val_loss: 0.011595 | Time: 4232.36 ms [2021-01-21 06:07:59 main:574] : INFO : Epoch 1921 | loss: 0.0116427 | val_loss: 0.0115925 | Time: 4236.94 ms [2021-01-21 06:08:03 main:574] : INFO : Epoch 1922 | loss: 0.0116397 | val_loss: 0.011587 | Time: 4212.6 ms [2021-01-21 06:08:07 main:574] : INFO : Epoch 1923 | loss: 0.0116275 | val_loss: 0.0115532 | Time: 4204.14 ms [2021-01-21 06:08:12 main:574] : INFO : Epoch 1924 | loss: 0.0116007 | val_loss: 0.0115314 | Time: 4204.39 ms [2021-01-21 06:08:16 main:574] : INFO : Epoch 1925 | loss: 0.0115792 | val_loss: 0.0115071 | Time: 4286.64 ms [2021-01-21 06:08:20 main:574] : INFO : Epoch 1926 | loss: 0.0115589 | val_loss: 0.0114917 | Time: 4188.1 ms [2021-01-21 06:08:24 main:574] : INFO : Epoch 1927 | loss: 0.0115404 | val_loss: 0.0114734 | Time: 4168.8 ms [2021-01-21 06:08:29 main:574] : INFO : Epoch 1928 | loss: 0.0115286 | val_loss: 0.0114631 | Time: 4253.83 ms [2021-01-21 06:08:33 main:574] : INFO : Epoch 1929 | loss: 0.011516 | val_loss: 0.0114577 | Time: 4248.35 ms [2021-01-21 06:08:37 main:574] : INFO : Epoch 1930 | loss: 0.0114972 | val_loss: 0.0114342 | Time: 4214.01 ms [2021-01-21 06:08:42 main:574] : INFO : Epoch 1931 | loss: 0.0114882 | val_loss: 0.0114224 | Time: 4228.87 ms [2021-01-21 06:08:46 main:574] : INFO : Epoch 1932 | loss: 0.0114832 | val_loss: 0.0114375 | Time: 4192.61 ms [2021-01-21 06:08:50 main:574] : INFO : Epoch 1933 | loss: 0.0114687 | val_loss: 0.0114131 | Time: 4225.36 ms [2021-01-21 06:08:55 main:574] : INFO : Epoch 1934 | loss: 0.0114605 | val_loss: 0.0113899 | Time: 4178.7 ms [2021-01-21 06:08:59 main:574] : INFO : Epoch 1935 | loss: 0.0114444 | val_loss: 0.011389 | Time: 4210.16 ms [2021-01-21 06:09:03 main:574] : INFO : Epoch 1936 | loss: 0.0114334 | val_loss: 0.0113665 | Time: 4162.88 ms [2021-01-21 06:09:07 main:574] : INFO : Epoch 1937 | loss: 0.0114185 | val_loss: 0.0113556 | Time: 4253.35 ms [2021-01-21 06:09:12 main:574] : INFO : Epoch 1938 | loss: 0.0114096 | val_loss: 0.0113541 | Time: 4175.08 ms [2021-01-21 06:09:16 main:574] : INFO : Epoch 1939 | loss: 0.0113982 | val_loss: 0.0113333 | Time: 4242.62 ms [2021-01-21 06:09:20 main:574] : INFO : Epoch 1940 | loss: 0.0113843 | val_loss: 0.0113241 | Time: 4219.12 ms [2021-01-21 06:09:24 main:574] : INFO : Epoch 1941 | loss: 0.0113624 | val_loss: 0.0112599 | Time: 4202.34 ms [2021-01-21 06:09:29 main:574] : INFO : Epoch 1942 | loss: 0.0112272 | val_loss: 0.0110806 | Time: 4222.4 ms [2021-01-21 06:09:33 main:574] : INFO : Epoch 1943 | loss: 0.0110592 | val_loss: 0.0109462 | Time: 4165.73 ms [2021-01-21 06:09:37 main:574] : INFO : Epoch 1944 | loss: 0.0109464 | val_loss: 0.0108608 | Time: 4179.19 ms [2021-01-21 06:09:42 main:574] : INFO : Epoch 1945 | loss: 0.0108708 | val_loss: 0.0108049 | Time: 4267.29 ms [2021-01-21 06:09:46 main:574] : INFO : Epoch 1946 | loss: 0.0108194 | val_loss: 0.0107563 | Time: 4129.74 ms [2021-01-21 06:09:50 main:574] : INFO : Epoch 1947 | loss: 0.0107726 | val_loss: 0.0107145 | Time: 4138.78 ms [2021-01-21 06:09:54 main:574] : INFO : Epoch 1948 | loss: 0.0107236 | val_loss: 0.0106688 | Time: 4208.84 ms [2021-01-21 06:09:58 main:574] : INFO : Epoch 1949 | loss: 0.01069 | val_loss: 0.0106354 | Time: 4204.9 ms [2021-01-21 06:10:03 main:574] : INFO : Epoch 1950 | loss: 0.0106574 | val_loss: 0.0106068 | Time: 4152.24 ms [2021-01-21 06:10:07 main:574] : INFO : Epoch 1951 | loss: 0.010634 | val_loss: 0.010585 | Time: 4220.63 ms [2021-01-21 06:10:11 main:574] : INFO : Epoch 1952 | loss: 0.0106055 | val_loss: 0.010567 | Time: 4252.84 ms [2021-01-21 06:10:16 main:574] : INFO : Epoch 1953 | loss: 0.0105918 | val_loss: 0.0105729 | Time: 4226.59 ms [2021-01-21 06:10:20 main:574] : INFO : Epoch 1954 | loss: 0.0105761 | val_loss: 0.0105398 | Time: 4251.03 ms [2021-01-21 06:10:24 main:574] : INFO : Epoch 1955 | loss: 0.0105633 | val_loss: 0.0105205 | Time: 4170.94 ms [2021-01-21 06:10:28 main:574] : INFO : Epoch 1956 | loss: 0.0105461 | val_loss: 0.0105032 | Time: 4121.74 ms [2021-01-21 06:10:32 main:574] : INFO : Epoch 1957 | loss: 0.0105304 | val_loss: 0.0105033 | Time: 4142 ms [2021-01-21 06:10:37 main:574] : INFO : Epoch 1958 | loss: 0.0105204 | val_loss: 0.0105035 | Time: 4108.05 ms [2021-01-21 06:10:41 main:574] : INFO : Epoch 1959 | loss: 0.0105174 | val_loss: 0.0104687 | Time: 4114.57 ms [2021-01-21 06:10:45 main:574] : INFO : Epoch 1960 | loss: 0.0104914 | val_loss: 0.0104617 | Time: 4123.07 ms [2021-01-21 06:10:49 main:574] : INFO : Epoch 1961 | loss: 0.0104508 | val_loss: 0.010422 | Time: 4112.39 ms [2021-01-21 06:10:53 main:574] : INFO : Epoch 1962 | loss: 0.0104308 | val_loss: 0.01041 | Time: 4107.84 ms [2021-01-21 06:10:58 main:574] : INFO : Epoch 1963 | loss: 0.0104123 | val_loss: 0.0103851 | Time: 4136.52 ms [2021-01-21 06:11:02 main:574] : INFO : Epoch 1964 | loss: 0.0103757 | val_loss: 0.0103347 | Time: 4124.12 ms [2021-01-21 06:11:06 main:574] : INFO : Epoch 1965 | loss: 0.010326 | val_loss: 0.0102889 | Time: 4120.65 ms [2021-01-21 06:11:10 main:574] : INFO : Epoch 1966 | loss: 0.0102819 | val_loss: 0.0102277 | Time: 4126.53 ms [2021-01-21 06:11:14 main:574] : INFO : Epoch 1967 | loss: 0.0102337 | val_loss: 0.0102032 | Time: 4138.58 ms [2021-01-21 06:11:18 main:574] : INFO : Epoch 1968 | loss: 0.0101909 | val_loss: 0.0101321 | Time: 4110.93 ms [2021-01-21 06:11:23 main:574] : INFO : Epoch 1969 | loss: 0.0101382 | val_loss: 0.0100874 | Time: 4130.05 ms [2021-01-21 06:11:27 main:574] : INFO : Epoch 1970 | loss: 0.0100646 | val_loss: 0.0100032 | Time: 4087.72 ms [2021-01-21 06:11:31 main:574] : INFO : Epoch 1971 | loss: 0.010021 | val_loss: 0.00998384 | Time: 4091.91 ms [2021-01-21 06:11:35 main:574] : INFO : Epoch 1972 | loss: 0.00998565 | val_loss: 0.00993501 | Time: 4110.86 ms [2021-01-21 06:11:39 main:574] : INFO : Epoch 1973 | loss: 0.00993262 | val_loss: 0.00988321 | Time: 4118.87 ms [2021-01-21 06:11:43 main:574] : INFO : Epoch 1974 | loss: 0.00990723 | val_loss: 0.00988994 | Time: 4124.87 ms [2021-01-21 06:11:48 main:574] : INFO : Epoch 1975 | loss: 0.00988692 | val_loss: 0.00984206 | Time: 4110.4 ms [2021-01-21 06:11:52 main:574] : INFO : Epoch 1976 | loss: 0.00986668 | val_loss: 0.00982402 | Time: 4122.5 ms [2021-01-21 06:11:56 main:574] : INFO : Epoch 1977 | loss: 0.00984829 | val_loss: 0.0098232 | Time: 4131.66 ms [2021-01-21 06:12:00 main:574] : INFO : Epoch 1978 | loss: 0.00983024 | val_loss: 0.00979913 | Time: 4127.68 ms [2021-01-21 06:12:04 main:574] : INFO : Epoch 1979 | loss: 0.009819 | val_loss: 0.00978808 | Time: 4121.8 ms [2021-01-21 06:12:09 main:574] : INFO : Epoch 1980 | loss: 0.00980778 | val_loss: 0.00985921 | Time: 4120.89 ms [2021-01-21 06:12:13 main:574] : INFO : Epoch 1981 | loss: 0.00984382 | val_loss: 0.0097725 | Time: 4123.96 ms [2021-01-21 06:12:17 main:574] : INFO : Epoch 1982 | loss: 0.00978056 | val_loss: 0.00974005 | Time: 4106.01 ms [2021-01-21 06:12:21 main:574] : INFO : Epoch 1983 | loss: 0.00975331 | val_loss: 0.0097276 | Time: 4119.35 ms [2021-01-21 06:12:25 main:574] : INFO : Epoch 1984 | loss: 0.00973809 | val_loss: 0.00969926 | Time: 4125.48 ms [2021-01-21 06:12:29 main:574] : INFO : Epoch 1985 | loss: 0.0097138 | val_loss: 0.00967121 | Time: 4098.69 ms [2021-01-21 06:12:34 main:574] : INFO : Epoch 1986 | loss: 0.00968967 | val_loss: 0.00966575 | Time: 4115.66 ms [2021-01-21 06:12:38 main:574] : INFO : Epoch 1987 | loss: 0.0096645 | val_loss: 0.00963628 | Time: 4131.57 ms [2021-01-21 06:12:42 main:574] : INFO : Epoch 1988 | loss: 0.00964577 | val_loss: 0.00961379 | Time: 4071.8 ms [2021-01-21 06:12:46 main:574] : INFO : Epoch 1989 | loss: 0.00962405 | val_loss: 0.00960569 | Time: 4133.21 ms [2021-01-21 06:12:50 main:574] : INFO : Epoch 1990 | loss: 0.00961121 | val_loss: 0.00958166 | Time: 4160.64 ms [2021-01-21 06:12:54 main:574] : INFO : Epoch 1991 | loss: 0.00958946 | val_loss: 0.0095701 | Time: 4127.97 ms [2021-01-21 06:12:59 main:574] : INFO : Epoch 1992 | loss: 0.00957662 | val_loss: 0.00955252 | Time: 4160.24 ms [2021-01-21 06:13:03 main:574] : INFO : Epoch 1993 | loss: 0.00955803 | val_loss: 0.00954148 | Time: 4121.28 ms [2021-01-21 06:13:07 main:574] : INFO : Epoch 1994 | loss: 0.00954747 | val_loss: 0.00952855 | Time: 4113.94 ms [2021-01-21 06:13:11 main:574] : INFO : Epoch 1995 | loss: 0.0095349 | val_loss: 0.0095371 | Time: 4115.9 ms [2021-01-21 06:13:15 main:574] : INFO : Epoch 1996 | loss: 0.00952895 | val_loss: 0.00951368 | Time: 4130.71 ms [2021-01-21 06:13:20 main:574] : INFO : Epoch 1997 | loss: 0.00951716 | val_loss: 0.00950467 | Time: 4129.11 ms [2021-01-21 06:13:24 main:574] : INFO : Epoch 1998 | loss: 0.00949977 | val_loss: 0.00949148 | Time: 4145.61 ms [2021-01-21 06:13:28 main:574] : INFO : Epoch 1999 | loss: 0.00949249 | val_loss: 0.00947647 | Time: 4117.2 ms [2021-01-21 06:13:32 main:574] : INFO : Epoch 2000 | loss: 0.00948249 | val_loss: 0.00946436 | Time: 4125.19 ms [2021-01-21 06:13:36 main:574] : INFO : Epoch 2001 | loss: 0.00947065 | val_loss: 0.00945785 | Time: 4142.27 ms [2021-01-21 06:13:41 main:574] : INFO : Epoch 2002 | loss: 0.00945384 | val_loss: 0.00945103 | Time: 4100.08 ms [2021-01-21 06:13:45 main:574] : INFO : Epoch 2003 | loss: 0.00944296 | val_loss: 0.00943696 | Time: 4123.8 ms [2021-01-21 06:13:49 main:574] : INFO : Epoch 2004 | loss: 0.0094355 | val_loss: 0.00942295 | Time: 4105.78 ms [2021-01-21 06:13:53 main:574] : INFO : Epoch 2005 | loss: 0.00942376 | val_loss: 0.00941743 | Time: 4142.7 ms [2021-01-21 06:13:57 main:574] : INFO : Epoch 2006 | loss: 0.0094092 | val_loss: 0.00940104 | Time: 4114.23 ms [2021-01-21 06:14:02 main:574] : INFO : Epoch 2007 | loss: 0.00939672 | val_loss: 0.0093951 | Time: 4100.55 ms [2021-01-21 06:14:06 main:574] : INFO : Epoch 2008 | loss: 0.00938456 | val_loss: 0.0093893 | Time: 4115.9 ms [2021-01-21 06:14:10 main:574] : INFO : Epoch 2009 | loss: 0.00937501 | val_loss: 0.00936587 | Time: 4111.91 ms [2021-01-21 06:14:14 main:574] : INFO : Epoch 2010 | loss: 0.00924873 | val_loss: 0.00903877 | Time: 4135.39 ms [2021-01-21 06:14:18 main:574] : INFO : Epoch 2011 | loss: 0.00884647 | val_loss: 0.00867803 | Time: 4096.76 ms [2021-01-21 06:14:22 main:574] : INFO : Epoch 2012 | loss: 0.00846817 | val_loss: 0.00820524 | Time: 4110.84 ms [2021-01-21 06:14:27 main:574] : INFO : Epoch 2013 | loss: 0.00760528 | val_loss: 0.00665172 | Time: 4153.97 ms [2021-01-21 06:14:31 main:574] : INFO : Epoch 2014 | loss: 0.00615965 | val_loss: 0.00594091 | Time: 4132.26 ms [2021-01-21 06:14:35 main:574] : INFO : Epoch 2015 | loss: 0.00577488 | val_loss: 0.00571051 | Time: 4128.72 ms [2021-01-21 06:14:39 main:574] : INFO : Epoch 2016 | loss: 0.00562846 | val_loss: 0.00561406 | Time: 4122.89 ms [2021-01-21 06:14:44 main:574] : INFO : Epoch 2017 | loss: 0.0055591 | val_loss: 0.00557242 | Time: 4126.02 ms [2021-01-21 06:14:48 main:574] : INFO : Epoch 2018 | loss: 0.00551753 | val_loss: 0.00552636 | Time: 4142.27 ms [2021-01-21 06:14:52 main:574] : INFO : Epoch 2019 | loss: 0.0054762 | val_loss: 0.00549846 | Time: 4139.72 ms [2021-01-21 06:14:56 main:574] : INFO : Epoch 2020 | loss: 0.00545144 | val_loss: 0.00547446 | Time: 4107.38 ms [2021-01-21 06:15:00 main:574] : INFO : Epoch 2021 | loss: 0.00542371 | val_loss: 0.00544412 | Time: 4129.64 ms [2021-01-21 06:15:04 main:574] : INFO : Epoch 2022 | loss: 0.00538776 | val_loss: 0.00538312 | Time: 4112.16 ms [2021-01-21 06:15:09 main:574] : INFO : Epoch 2023 | loss: 0.0053446 | val_loss: 0.0053569 | Time: 4113.36 ms [2021-01-21 06:15:13 main:574] : INFO : Epoch 2024 | loss: 0.00530745 | val_loss: 0.00531942 | Time: 4116.88 ms [2021-01-21 06:15:17 main:574] : INFO : Epoch 2025 | loss: 0.00528237 | val_loss: 0.00529888 | Time: 4122.49 ms [2021-01-21 06:15:21 main:574] : INFO : Epoch 2026 | loss: 0.00525436 | val_loss: 0.00527171 | Time: 4080.25 ms [2021-01-21 06:15:25 main:574] : INFO : Epoch 2027 | loss: 0.00522042 | val_loss: 0.00521498 | Time: 4124.09 ms [2021-01-21 06:15:29 main:574] : INFO : Epoch 2028 | loss: 0.00513022 | val_loss: 0.00501874 | Time: 4147.79 ms [2021-01-21 06:15:34 main:574] : INFO : Epoch 2029 | loss: 0.0036872 | val_loss: 0.00177465 | Time: 4097.31 ms [2021-01-21 06:15:38 main:574] : INFO : Epoch 2030 | loss: 0.00140355 | val_loss: 0.00131323 | Time: 4124.15 ms [2021-01-21 06:15:42 main:574] : INFO : Epoch 2031 | loss: 0.00124718 | val_loss: 0.00126793 | Time: 4134.9 ms [2021-01-21 06:15:46 main:574] : INFO : Epoch 2032 | loss: 0.00120556 | val_loss: 0.00122562 | Time: 4119.32 ms [2021-01-21 06:15:51 main:574] : INFO : Epoch 2033 | loss: 0.00117224 | val_loss: 0.00119536 | Time: 4114.97 ms [2021-01-21 06:15:55 main:574] : INFO : Epoch 2034 | loss: 0.00115231 | val_loss: 0.00117294 | Time: 4111.55 ms [2021-01-21 06:15:59 main:574] : INFO : Epoch 2035 | loss: 0.00112341 | val_loss: 0.0011525 | Time: 4095.14 ms [2021-01-21 06:16:03 main:574] : INFO : Epoch 2036 | loss: 0.00109134 | val_loss: 0.00110165 | Time: 4137.87 ms [2021-01-21 06:16:08 main:574] : INFO : Epoch 2037 | loss: 0.00105675 | val_loss: 0.00107675 | Time: 4096.35 ms [2021-01-21 06:16:12 main:574] : INFO : Epoch 2038 | loss: 0.00102929 | val_loss: 0.00104467 | Time: 4114.02 ms [2021-01-21 06:16:16 main:574] : INFO : Epoch 2039 | loss: 0.00100895 | val_loss: 0.00102867 | Time: 4140.09 ms [2021-01-21 06:16:20 main:574] : INFO : Epoch 2040 | loss: 0.000992028 | val_loss: 0.00102527 | Time: 4095.06 ms [2021-01-21 06:16:24 main:574] : INFO : Epoch 2041 | loss: 0.000980444 | val_loss: 0.000994089 | Time: 4111.89 ms [2021-01-21 06:16:28 main:574] : INFO : Epoch 2042 | loss: 0.000957358 | val_loss: 0.000986932 | Time: 4149.53 ms [2021-01-21 06:16:33 main:574] : INFO : Epoch 2043 | loss: 0.000950462 | val_loss: 0.000971545 | Time: 4110.84 ms [2021-01-21 06:16:37 main:574] : INFO : Epoch 2044 | loss: 0.00093654 | val_loss: 0.000959113 | Time: 4096.11 ms [2021-01-21 06:16:41 main:574] : INFO : Epoch 2045 | loss: 0.000927883 | val_loss: 0.000953171 | Time: 4172.78 ms [2021-01-21 06:16:46 main:574] : INFO : Epoch 2046 | loss: 0.000920193 | val_loss: 0.000936208 | Time: 4201.29 ms [2021-01-21 06:16:50 main:574] : INFO : Epoch 2047 | loss: 0.000904958 | val_loss: 0.000921895 | Time: 4134.07 ms [2021-01-21 06:16:54 main:574] : INFO : Epoch 2048 | loss: 0.000893048 | val_loss: 0.000903764 | Time: 4140.47 ms [2021-01-21 06:16:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000903764 [2021-01-21 06:16:54 main:603] : INFO : Saving end state to config to file [2021-01-21 06:16:55 main:608] : INFO : Success, exiting.. 06:16:55 (8936): 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)