Task 3748755
| Name | ParityModified-1609263052-14786-6_0 |
| Workunit | 1926651 |
| Created | 21 Jan 2021, 9:02:51 UTC |
| Sent | 21 Jan 2021, 11:53:02 UTC |
| Report deadline | 28 Jan 2021, 11:53:02 UTC |
| Received | 21 Jan 2021, 16:20:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 17 min 31 sec |
| CPU time | 2 hours 55 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311975 | val_loss: 0.0312031 | Time: 5689.59 ms [2021-01-21 06:31:01 main:574] : INFO : Epoch 1543 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 5804.56 ms [2021-01-21 06:31:07 main:574] : INFO : Epoch 1544 | loss: 0.031198 | val_loss: 0.0312027 | Time: 5657.2 ms [2021-01-21 06:31:13 main:574] : INFO : Epoch 1545 | loss: 0.031199 | val_loss: 0.0312032 | Time: 5680.85 ms [2021-01-21 06:31:18 main:574] : INFO : Epoch 1546 | loss: 0.0311987 | val_loss: 0.0312033 | Time: 5659.58 ms [2021-01-21 06:31:24 main:574] : INFO : Epoch 1547 | loss: 0.0311986 | val_loss: 0.0312035 | Time: 5786.04 ms [2021-01-21 06:31:30 main:574] : INFO : Epoch 1548 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 5766.84 ms [2021-01-21 06:31:36 main:574] : INFO : Epoch 1549 | loss: 0.0311984 | val_loss: 0.0312098 | Time: 5737.4 ms [2021-01-21 06:31:42 main:574] : INFO : Epoch 1550 | loss: 0.031202 | val_loss: 0.0312046 | Time: 5759.26 ms [2021-01-21 06:31:48 main:574] : INFO : Epoch 1551 | loss: 0.0311987 | val_loss: 0.0312035 | Time: 5698.6 ms [2021-01-21 06:31:53 main:574] : INFO : Epoch 1552 | loss: 0.0311981 | val_loss: 0.031203 | Time: 5686.32 ms [2021-01-21 06:31:59 main:574] : INFO : Epoch 1553 | loss: 0.031198 | val_loss: 0.0312027 | Time: 5662.91 ms [2021-01-21 06:32:05 main:574] : INFO : Epoch 1554 | loss: 0.031198 | val_loss: 0.0312026 | Time: 5683.59 ms [2021-01-21 06:32:11 main:574] : INFO : Epoch 1555 | loss: 0.0311978 | val_loss: 0.0312032 | Time: 5677.78 ms [2021-01-21 06:32:16 main:574] : INFO : Epoch 1556 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 5660.08 ms [2021-01-21 06:32:22 main:574] : INFO : Epoch 1557 | loss: 0.0311988 | val_loss: 0.0312034 | Time: 5689.84 ms [2021-01-21 06:32:28 main:574] : INFO : Epoch 1558 | loss: 0.0311985 | val_loss: 0.0312024 | Time: 5719.87 ms [2021-01-21 06:32:34 main:574] : INFO : Epoch 1559 | loss: 0.0311985 | val_loss: 0.0312031 | Time: 5656.41 ms [2021-01-21 06:32:39 main:574] : INFO : Epoch 1560 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 5662.53 ms [2021-01-21 06:32:45 main:574] : INFO : Epoch 1561 | loss: 0.0311991 | val_loss: 0.0312025 | Time: 5690.39 ms [2021-01-21 06:32:51 main:574] : INFO : Epoch 1562 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 5688.75 ms [2021-01-21 06:32:57 main:574] : INFO : Epoch 1563 | loss: 0.0311981 | val_loss: 0.0312031 | Time: 5672.38 ms [2021-01-21 06:33:02 main:574] : INFO : Epoch 1564 | loss: 0.0311982 | val_loss: 0.0312046 | Time: 5719.11 ms [2021-01-21 06:33:08 main:574] : INFO : Epoch 1565 | loss: 0.0311977 | val_loss: 0.0312034 | Time: 5683.22 ms [2021-01-21 06:33:14 main:574] : INFO : Epoch 1566 | loss: 0.0311979 | val_loss: 0.0312026 | Time: 5655.58 ms [2021-01-21 06:33:20 main:574] : INFO : Epoch 1567 | loss: 0.031198 | val_loss: 0.031209 | Time: 5746.22 ms [2021-01-21 06:33:25 main:574] : INFO : Epoch 1568 | loss: 0.0311988 | val_loss: 0.0312027 | Time: 5748.96 ms [2021-01-21 06:33:31 main:574] : INFO : Epoch 1569 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 5718.26 ms [2021-01-21 06:33:37 main:574] : INFO : Epoch 1570 | loss: 0.031198 | val_loss: 0.0312046 | Time: 5673.5 ms [2021-01-21 06:33:43 main:574] : INFO : Epoch 1571 | loss: 0.0311982 | val_loss: 0.0312027 | Time: 5726.72 ms [2021-01-21 06:33:48 main:574] : INFO : Epoch 1572 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 5682.5 ms [2021-01-21 06:33:54 main:574] : INFO : Epoch 1573 | loss: 0.0311978 | val_loss: 0.0312051 | Time: 5683.44 ms [2021-01-21 06:34:00 main:574] : INFO : Epoch 1574 | loss: 0.0311991 | val_loss: 0.0312038 | Time: 5704.49 ms [2021-01-21 06:34:06 main:574] : INFO : Epoch 1575 | loss: 0.0311975 | val_loss: 0.0312029 | Time: 5657.28 ms [2021-01-21 06:34:12 main:574] : INFO : Epoch 1576 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 5742.39 ms [2021-01-21 06:34:17 main:574] : INFO : Epoch 1577 | loss: 0.0311972 | val_loss: 0.0312027 | Time: 5718.59 ms [2021-01-21 06:34:23 main:574] : INFO : Epoch 1578 | loss: 0.0311971 | val_loss: 0.0312029 | Time: 5655.61 ms [2021-01-21 06:34:29 main:574] : INFO : Epoch 1579 | loss: 0.0311973 | val_loss: 0.0312024 | Time: 5665.36 ms [2021-01-21 06:34:35 main:574] : INFO : Epoch 1580 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 5667.79 ms [2021-01-21 06:34:40 main:574] : INFO : Epoch 1581 | loss: 0.0311972 | val_loss: 0.0312025 | Time: 5714.19 ms [2021-01-21 06:34:46 main:574] : INFO : Epoch 1582 | loss: 0.0311975 | val_loss: 0.0312031 | Time: 5741.39 ms [2021-01-21 06:34:52 main:574] : INFO : Epoch 1583 | loss: 0.0311972 | val_loss: 0.0312028 | Time: 5739.1 ms [2021-01-21 06:34:58 main:574] : INFO : Epoch 1584 | loss: 0.0311975 | val_loss: 0.0312029 | Time: 5779.89 ms [2021-01-21 06:35:04 main:574] : INFO : Epoch 1585 | loss: 0.0311973 | val_loss: 0.0312036 | Time: 5749.54 ms [2021-01-21 06:35:09 main:574] : INFO : Epoch 1586 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 5712.24 ms [2021-01-21 06:35:15 main:574] : INFO : Epoch 1587 | loss: 0.0311996 | val_loss: 0.0312044 | Time: 5786.15 ms [2021-01-21 06:35:21 main:574] : INFO : Epoch 1588 | loss: 0.0311976 | val_loss: 0.0312028 | Time: 5740.04 ms [2021-01-21 06:35:27 main:574] : INFO : Epoch 1589 | loss: 0.0311971 | val_loss: 0.0312039 | Time: 5662.67 ms [2021-01-21 06:35:33 main:574] : INFO : Epoch 1590 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 5686.96 ms [2021-01-21 06:35:38 main:574] : INFO : Epoch 1591 | loss: 0.0311971 | val_loss: 0.0312026 | Time: 5730.01 ms [2021-01-21 06:35:44 main:574] : INFO : Epoch 1592 | loss: 0.0311971 | val_loss: 0.0312032 | Time: 5684.21 ms [2021-01-21 06:35:50 main:574] : INFO : Epoch 1593 | loss: 0.0311975 | val_loss: 0.0312034 | Time: 5654.76 ms [2021-01-21 06:35:56 main:574] : INFO : Epoch 1594 | loss: 0.0311972 | val_loss: 0.0312025 | Time: 5653.26 ms [2021-01-21 06:36:01 main:574] : INFO : Epoch 1595 | loss: 0.031197 | val_loss: 0.0312028 | Time: 5770.14 ms [2021-01-21 06:36:07 main:574] : INFO : Epoch 1596 | loss: 0.0311988 | val_loss: 0.0312044 | Time: 5733.2 ms [2021-01-21 06:36:13 main:574] : INFO : Epoch 1597 | loss: 0.0311987 | val_loss: 0.0312032 | Time: 5735.08 ms [2021-01-21 06:36:19 main:574] : INFO : Epoch 1598 | loss: 0.031197 | val_loss: 0.0312024 | Time: 5664.52 ms [2021-01-21 06:36:24 main:574] : INFO : Epoch 1599 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 5670.98 ms [2021-01-21 06:36:30 main:574] : INFO : Epoch 1600 | loss: 0.0311984 | val_loss: 0.031203 | Time: 5676.72 ms [2021-01-21 06:36:36 main:574] : INFO : Epoch 1601 | loss: 0.0311976 | val_loss: 0.0312032 | Time: 5750.07 ms [2021-01-21 06:36:42 main:574] : INFO : Epoch 1602 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 5720.1 ms [2021-01-21 06:36:47 main:574] : INFO : Epoch 1603 | loss: 0.0311986 | val_loss: 0.0312064 | Time: 5682.19 ms [2021-01-21 06:36:53 main:574] : INFO : Epoch 1604 | loss: 0.0311985 | val_loss: 0.0312026 | Time: 5669.57 ms [2021-01-21 06:36:59 main:574] : INFO : Epoch 1605 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 5689.73 ms [2021-01-21 06:37:05 main:574] : INFO : Epoch 1606 | loss: 0.0311969 | val_loss: 0.0312027 | Time: 5678.58 ms [2021-01-21 06:37:11 main:574] : INFO : Epoch 1607 | loss: 0.0311979 | val_loss: 0.0312028 | Time: 5762.41 ms [2021-01-21 06:37:16 main:574] : INFO : Epoch 1608 | loss: 0.0311989 | val_loss: 0.031206 | Time: 5652.65 ms [2021-01-21 06:37:22 main:574] : INFO : Epoch 1609 | loss: 0.0311987 | val_loss: 0.0312035 | Time: 5722.79 ms [2021-01-21 06:37:28 main:574] : INFO : Epoch 1610 | loss: 0.0311969 | val_loss: 0.0312027 | Time: 5707.48 ms [2021-01-21 06:37:33 main:574] : INFO : Epoch 1611 | loss: 0.0311969 | val_loss: 0.0312032 | Time: 5654.63 ms [2021-01-21 06:37:39 main:574] : INFO : Epoch 1612 | loss: 0.0311969 | val_loss: 0.0312029 | Time: 5717.35 ms [2021-01-21 06:37:45 main:574] : INFO : Epoch 1613 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 5695.4 ms [2021-01-21 06:37:51 main:574] : INFO : Epoch 1614 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 5673.77 ms [2021-01-21 06:37:56 main:574] : INFO : Epoch 1615 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 5659.41 ms [2021-01-21 06:38:02 main:574] : INFO : Epoch 1616 | loss: 0.031199 | val_loss: 0.0312031 | Time: 5657.75 ms [2021-01-21 06:38:08 main:574] : INFO : Epoch 1617 | loss: 0.0311976 | val_loss: 0.0312039 | Time: 5712.05 ms [2021-01-21 06:38:14 main:574] : INFO : Epoch 1618 | loss: 0.0311978 | val_loss: 0.0312042 | Time: 5667.2 ms [2021-01-21 06:38:19 main:574] : INFO : Epoch 1619 | loss: 0.0311972 | val_loss: 0.0312033 | Time: 5739.36 ms [2021-01-21 06:38:25 main:574] : INFO : Epoch 1620 | loss: 0.0311971 | val_loss: 0.0312045 | Time: 5689.91 ms [2021-01-21 06:38:31 main:574] : INFO : Epoch 1621 | loss: 0.0311979 | val_loss: 0.0312041 | Time: 5663.37 ms [2021-01-21 06:38:37 main:574] : INFO : Epoch 1622 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 5768.8 ms [2021-01-21 06:38:42 main:574] : INFO : Epoch 1623 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 5659.27 ms [2021-01-21 06:38:48 main:574] : INFO : Epoch 1624 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 5682.38 ms [2021-01-21 06:38:54 main:574] : INFO : Epoch 1625 | loss: 0.0311967 | val_loss: 0.0312033 | Time: 5768.15 ms [2021-01-21 06:39:00 main:574] : INFO : Epoch 1626 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 5668.21 ms [2021-01-21 06:39:06 main:574] : INFO : Epoch 1627 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 5731.11 ms [2021-01-21 06:39:11 main:574] : INFO : Epoch 1628 | loss: 0.0311971 | val_loss: 0.031203 | Time: 5706.59 ms [2021-01-21 06:39:17 main:574] : INFO : Epoch 1629 | loss: 0.0311964 | val_loss: 0.0312025 | Time: 5699.99 ms [2021-01-21 06:39:23 main:574] : INFO : Epoch 1630 | loss: 0.0311973 | val_loss: 0.0312043 | Time: 5657.4 ms [2021-01-21 06:39:29 main:574] : INFO : Epoch 1631 | loss: 0.0311967 | val_loss: 0.0312029 | Time: 5786.16 ms [2021-01-21 06:39:34 main:574] : INFO : Epoch 1632 | loss: 0.0311963 | val_loss: 0.0312029 | Time: 5702.22 ms [2021-01-21 06:39:40 main:574] : INFO : Epoch 1633 | loss: 0.0311966 | val_loss: 0.0312029 | Time: 5736.89 ms [2021-01-21 06:39:46 main:574] : INFO : Epoch 1634 | loss: 0.0311967 | val_loss: 0.031204 | Time: 5653.27 ms [2021-01-21 06:39:52 main:574] : INFO : Epoch 1635 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 5669.43 ms [2021-01-21 06:39:58 main:574] : INFO : Epoch 1636 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 5710.55 ms [2021-01-21 06:40:03 main:574] : INFO : Epoch 1637 | loss: 0.031197 | val_loss: 0.0312037 | Time: 5657.98 ms [2021-01-21 06:40:09 main:574] : INFO : Epoch 1638 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 5689.81 ms [2021-01-21 06:40:15 main:574] : INFO : Epoch 1639 | loss: 0.0311961 | val_loss: 0.0312028 | Time: 5671.2 ms [2021-01-21 06:40:21 main:574] : INFO : Epoch 1640 | loss: 0.0311968 | val_loss: 0.0312026 | Time: 5718.28 ms [2021-01-21 06:40:27 main:574] : INFO : Epoch 1641 | loss: 0.0311964 | val_loss: 0.0312027 | Time: 5746.19 ms [2021-01-21 06:40:33 main:574] : INFO : Epoch 1642 | loss: 0.0311966 | val_loss: 0.0312032 | Time: 5712.55 ms [2021-01-21 06:40:39 main:574] : INFO : Epoch 1643 | loss: 0.0311974 | val_loss: 0.0312039 | Time: 5733.67 ms [2021-01-21 06:40:44 main:574] : INFO : Epoch 1644 | loss: 0.0311964 | val_loss: 0.0312025 | Time: 5796.47 ms [2021-01-21 06:40:50 main:574] : INFO : Epoch 1645 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 5694.06 ms [2021-01-21 06:40:56 main:574] : INFO : Epoch 1646 | loss: 0.0311973 | val_loss: 0.0312032 | Time: 5707.8 ms [2021-01-21 06:41:02 main:574] : INFO : Epoch 1647 | loss: 0.0311967 | val_loss: 0.0312028 | Time: 5679.53 ms [2021-01-21 06:41:07 main:574] : INFO : Epoch 1648 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 5704.53 ms [2021-01-21 06:41:13 main:574] : INFO : Epoch 1649 | loss: 0.0311967 | val_loss: 0.0312036 | Time: 5694.02 ms [2021-01-21 06:41:19 main:574] : INFO : Epoch 1650 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 5698.51 ms [2021-01-21 06:41:25 main:574] : INFO : Epoch 1651 | loss: 0.0311963 | val_loss: 0.0312039 | Time: 5665.84 ms [2021-01-21 06:41:30 main:574] : INFO : Epoch 1652 | loss: 0.0311991 | val_loss: 0.0312046 | Time: 5660.59 ms [2021-01-21 06:41:36 main:574] : INFO : Epoch 1653 | loss: 0.0311972 | val_loss: 0.0312028 | Time: 5723.72 ms [2021-01-21 06:41:42 main:574] : INFO : Epoch 1654 | loss: 0.0311964 | val_loss: 0.0312034 | Time: 5679.76 ms [2021-01-21 06:41:48 main:574] : INFO : Epoch 1655 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 5677.87 ms [2021-01-21 06:41:54 main:574] : INFO : Epoch 1656 | loss: 0.0311964 | val_loss: 0.0312024 | Time: 5751.87 ms [2021-01-21 06:41:59 main:574] : INFO : Epoch 1657 | loss: 0.0311988 | val_loss: 0.031204 | Time: 5651.78 ms [2021-01-21 06:42:05 main:574] : INFO : Epoch 1658 | loss: 0.0311968 | val_loss: 0.0312036 | Time: 5670.77 ms [2021-01-21 06:42:11 main:574] : INFO : Epoch 1659 | loss: 0.0311964 | val_loss: 0.0312027 | Time: 5737.27 ms [2021-01-21 06:42:17 main:574] : INFO : Epoch 1660 | loss: 0.0311962 | val_loss: 0.0312046 | Time: 5722.27 ms [2021-01-21 06:42:23 main:574] : INFO : Epoch 1661 | loss: 0.0311963 | val_loss: 0.0312025 | Time: 5699.12 ms [2021-01-21 06:42:28 main:574] : INFO : Epoch 1662 | loss: 0.0311965 | val_loss: 0.0312037 | Time: 5700.61 ms [2021-01-21 06:42:34 main:574] : INFO : Epoch 1663 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 5664.64 ms [2021-01-21 06:42:40 main:574] : INFO : Epoch 1664 | loss: 0.0311972 | val_loss: 0.0312038 | Time: 5713.07 ms [2021-01-21 06:42:46 main:574] : INFO : Epoch 1665 | loss: 0.0311968 | val_loss: 0.0312027 | Time: 5687.45 ms [2021-01-21 06:42:51 main:574] : INFO : Epoch 1666 | loss: 0.0311961 | val_loss: 0.0312042 | Time: 5707.7 ms [2021-01-21 06:42:57 main:574] : INFO : Epoch 1667 | loss: 0.0311965 | val_loss: 0.0312029 | Time: 5697.15 ms [2021-01-21 06:43:03 main:574] : INFO : Epoch 1668 | loss: 0.0311963 | val_loss: 0.0312033 | Time: 5660.68 ms [2021-01-21 06:43:08 main:574] : INFO : Epoch 1669 | loss: 0.0311963 | val_loss: 0.0312025 | Time: 5663.11 ms [2021-01-21 06:43:14 main:574] : INFO : Epoch 1670 | loss: 0.0311961 | val_loss: 0.0312027 | Time: 5684.54 ms [2021-01-21 06:43:20 main:574] : INFO : Epoch 1671 | loss: 0.0311966 | val_loss: 0.0312036 | Time: 5683.69 ms [2021-01-21 06:43:26 main:574] : INFO : Epoch 1672 | loss: 0.0311964 | val_loss: 0.031203 | Time: 5683.87 ms [2021-01-21 06:43:31 main:574] : INFO : Epoch 1673 | loss: 0.0311959 | val_loss: 0.0312051 | Time: 5667.38 ms [2021-01-21 06:43:37 main:574] : INFO : Epoch 1674 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 5720.47 ms [2021-01-21 06:43:43 main:574] : INFO : Epoch 1675 | loss: 0.0311971 | val_loss: 0.0312075 | Time: 5662.51 ms [2021-01-21 06:43:49 main:574] : INFO : Epoch 1676 | loss: 0.0311981 | val_loss: 0.0312039 | Time: 5663.43 ms [2021-01-21 06:43:54 main:574] : INFO : Epoch 1677 | loss: 0.0311967 | val_loss: 0.0312024 | Time: 5748.55 ms [2021-01-21 06:44:00 main:574] : INFO : Epoch 1678 | loss: 0.0311962 | val_loss: 0.0312023 | Time: 5716.68 ms [2021-01-21 06:44:06 main:574] : INFO : Epoch 1679 | loss: 0.0311963 | val_loss: 0.0312034 | Time: 5713.31 ms [2021-01-21 06:44:12 main:574] : INFO : Epoch 1680 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 5754.99 ms [2021-01-21 06:44:17 main:574] : INFO : Epoch 1681 | loss: 0.0311964 | val_loss: 0.0312028 | Time: 5707.71 ms [2021-01-21 06:44:23 main:574] : INFO : Epoch 1682 | loss: 0.0311969 | val_loss: 0.0312027 | Time: 5712.19 ms [2021-01-21 06:44:29 main:574] : INFO : Epoch 1683 | loss: 0.0311964 | val_loss: 0.0312034 | Time: 5716.34 ms [2021-01-21 06:44:35 main:574] : INFO : Epoch 1684 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 5692.96 ms [2021-01-21 06:44:41 main:574] : INFO : Epoch 1685 | loss: 0.0311983 | val_loss: 0.0312043 | Time: 5687.7 ms [2021-01-21 06:44:46 main:574] : INFO : Epoch 1686 | loss: 0.0311974 | val_loss: 0.0312043 | Time: 5701.48 ms [2021-01-21 06:44:52 main:574] : INFO : Epoch 1687 | loss: 0.0311987 | val_loss: 0.0312034 | Time: 5678.84 ms [2021-01-21 06:44:58 main:574] : INFO : Epoch 1688 | loss: 0.0311968 | val_loss: 0.0312026 | Time: 5656.28 ms [2021-01-21 06:45:04 main:574] : INFO : Epoch 1689 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 5734.87 ms [2021-01-21 06:45:09 main:574] : INFO : Epoch 1690 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 5673.47 ms [2021-01-21 06:45:15 main:574] : INFO : Epoch 1691 | loss: 0.0312002 | val_loss: 0.0312095 | Time: 5764.05 ms [2021-01-21 06:45:21 main:574] : INFO : Epoch 1692 | loss: 0.0311983 | val_loss: 0.0312039 | Time: 5657.42 ms [2021-01-21 06:45:27 main:574] : INFO : Epoch 1693 | loss: 0.0311963 | val_loss: 0.0312033 | Time: 5677.64 ms [2021-01-21 06:45:32 main:574] : INFO : Epoch 1694 | loss: 0.0311974 | val_loss: 0.0312048 | Time: 5655.18 ms [2021-01-21 06:45:38 main:574] : INFO : Epoch 1695 | loss: 0.0311981 | val_loss: 0.0312032 | Time: 5665.14 ms [2021-01-21 06:45:44 main:574] : INFO : Epoch 1696 | loss: 0.0311965 | val_loss: 0.0312036 | Time: 5763.74 ms [2021-01-21 06:45:50 main:574] : INFO : Epoch 1697 | loss: 0.0311966 | val_loss: 0.0312052 | Time: 5675.81 ms [2021-01-21 06:45:55 main:574] : INFO : Epoch 1698 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 5671.23 ms [2021-01-21 06:46:01 main:574] : INFO : Epoch 1699 | loss: 0.0311968 | val_loss: 0.0312021 | Time: 5667.96 ms [2021-01-21 06:46:07 main:574] : INFO : Epoch 1700 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 5650.69 ms [2021-01-21 06:46:12 main:574] : INFO : Epoch 1701 | loss: 0.0311968 | val_loss: 0.0312029 | Time: 5667.85 ms [2021-01-21 06:46:18 main:574] : INFO : Epoch 1702 | loss: 0.0311968 | val_loss: 0.0312059 | Time: 5658.51 ms [2021-01-21 06:46:24 main:574] : INFO : Epoch 1703 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 5679.63 ms [2021-01-21 06:46:30 main:574] : INFO : Epoch 1704 | loss: 0.031196 | val_loss: 0.0312018 | Time: 5707.8 ms [2021-01-21 06:46:35 main:574] : INFO : Epoch 1705 | loss: 0.0311965 | val_loss: 0.0312077 | Time: 5660.6 ms [2021-01-21 06:46:41 main:574] : INFO : Epoch 1706 | loss: 0.0311978 | val_loss: 0.0312034 | Time: 5679.88 ms [2021-01-21 06:46:47 main:574] : INFO : Epoch 1707 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 5733.53 ms [2021-01-21 06:46:53 main:574] : INFO : Epoch 1708 | loss: 0.0311964 | val_loss: 0.0312044 | Time: 5665.36 ms [2021-01-21 06:46:58 main:574] : INFO : Epoch 1709 | loss: 0.0311971 | val_loss: 0.0312036 | Time: 5669.76 ms [2021-01-21 06:47:04 main:574] : INFO : Epoch 1710 | loss: 0.0311961 | val_loss: 0.0312021 | Time: 5750.71 ms [2021-01-21 06:47:10 main:574] : INFO : Epoch 1711 | loss: 0.031196 | val_loss: 0.0312038 | Time: 5697.26 ms [2021-01-21 06:47:16 main:574] : INFO : Epoch 1712 | loss: 0.0311973 | val_loss: 0.0312026 | Time: 5801.41 ms [2021-01-21 06:47:22 main:574] : INFO : Epoch 1713 | loss: 0.031196 | val_loss: 0.0312035 | Time: 5765.23 ms [2021-01-21 06:47:27 main:574] : INFO : Epoch 1714 | loss: 0.0311956 | val_loss: 0.0312031 | Time: 5704.67 ms [2021-01-21 06:47:33 main:574] : INFO : Epoch 1715 | loss: 0.0311952 | val_loss: 0.0312046 | Time: 5683.82 ms [2021-01-21 06:47:39 main:574] : INFO : Epoch 1716 | loss: 0.031196 | val_loss: 0.0312023 | Time: 5679.17 ms [2021-01-21 06:47:45 main:574] : INFO : Epoch 1717 | loss: 0.0311953 | val_loss: 0.0312024 | Time: 5714.59 ms [2021-01-21 06:47:50 main:574] : INFO : Epoch 1718 | loss: 0.0311949 | val_loss: 0.0312023 | Time: 5673.2 ms [2021-01-21 06:47:56 main:574] : INFO : Epoch 1719 | loss: 0.0311954 | val_loss: 0.0312027 | Time: 5722.72 ms [2021-01-21 06:48:02 main:574] : INFO : Epoch 1720 | loss: 0.0311961 | val_loss: 0.0312038 | Time: 5684.22 ms [2021-01-21 06:48:08 main:574] : INFO : Epoch 1721 | loss: 0.0311969 | val_loss: 0.0312041 | Time: 5738.22 ms [2021-01-21 06:48:14 main:574] : INFO : Epoch 1722 | loss: 0.0311984 | val_loss: 0.0312043 | Time: 5679.25 ms [2021-01-21 06:48:19 main:574] : INFO : Epoch 1723 | loss: 0.0311976 | val_loss: 0.031204 | Time: 5760.71 ms [2021-01-21 06:48:25 main:574] : INFO : Epoch 1724 | loss: 0.0311972 | val_loss: 0.0312032 | Time: 5675.11 ms [2021-01-21 06:48:31 main:574] : INFO : Epoch 1725 | loss: 0.0311979 | val_loss: 0.0312029 | Time: 5690.25 ms [2021-01-21 06:48:37 main:574] : INFO : Epoch 1726 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 5685.41 ms [2021-01-21 06:48:42 main:574] : INFO : Epoch 1727 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 5658.96 ms [2021-01-21 06:48:48 main:574] : INFO : Epoch 1728 | loss: 0.0311966 | val_loss: 0.0312038 | Time: 5724.24 ms [2021-01-21 06:48:54 main:574] : INFO : Epoch 1729 | loss: 0.0311975 | val_loss: 0.0312043 | Time: 5740.8 ms [2021-01-21 06:49:00 main:574] : INFO : Epoch 1730 | loss: 0.0311967 | val_loss: 0.0312028 | Time: 5688.31 ms [2021-01-21 06:49:06 main:574] : INFO : Epoch 1731 | loss: 0.0311969 | val_loss: 0.0312028 | Time: 5677.34 ms [2021-01-21 06:49:11 main:574] : INFO : Epoch 1732 | loss: 0.0311965 | val_loss: 0.031204 | Time: 5679.34 ms [2021-01-21 06:49:17 main:574] : INFO : Epoch 1733 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 5683.97 ms [2021-01-21 06:49:23 main:574] : INFO : Epoch 1734 | loss: 0.0311977 | val_loss: 0.0312069 | Time: 5691.21 ms [2021-01-21 06:49:29 main:574] : INFO : Epoch 1735 | loss: 0.0311972 | val_loss: 0.0312027 | Time: 5755.21 ms [2021-01-21 06:49:34 main:574] : INFO : Epoch 1736 | loss: 0.0311958 | val_loss: 0.0312024 | Time: 5727.78 ms [2021-01-21 06:49:40 main:574] : INFO : Epoch 1737 | loss: 0.0311958 | val_loss: 0.0312029 | Time: 5697.73 ms [2021-01-21 06:49:46 main:574] : INFO : Epoch 1738 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 5654.06 ms [2021-01-21 06:49:52 main:574] : INFO : Epoch 1739 | loss: 0.0311958 | val_loss: 0.0312022 | Time: 5690.01 ms [2021-01-21 06:49:57 main:574] : INFO : Epoch 1740 | loss: 0.0311956 | val_loss: 0.0312086 | Time: 5681.96 ms [2021-01-21 06:50:03 main:574] : INFO : Epoch 1741 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 5672.45 ms [2021-01-21 06:50:09 main:574] : INFO : Epoch 1742 | loss: 0.0311969 | val_loss: 0.0312056 | Time: 5756.47 ms [2021-01-21 06:50:15 main:574] : INFO : Epoch 1743 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 5663.89 ms [2021-01-21 06:50:20 main:574] : INFO : Epoch 1744 | loss: 0.0311957 | val_loss: 0.0312027 | Time: 5655.26 ms [2021-01-21 06:50:26 main:574] : INFO : Epoch 1745 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 5692.4 ms [2021-01-21 06:50:32 main:574] : INFO : Epoch 1746 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 5666.98 ms [2021-01-21 06:50:38 main:574] : INFO : Epoch 1747 | loss: 0.0311957 | val_loss: 0.0312029 | Time: 5697.16 ms [2021-01-21 06:50:44 main:574] : INFO : Epoch 1748 | loss: 0.0311964 | val_loss: 0.0312033 | Time: 5770.34 ms [2021-01-21 06:50:49 main:574] : INFO : Epoch 1749 | loss: 0.0311957 | val_loss: 0.0312032 | Time: 5732.76 ms [2021-01-21 06:50:55 main:574] : INFO : Epoch 1750 | loss: 0.0311957 | val_loss: 0.0312037 | Time: 5666.53 ms [2021-01-21 06:51:01 main:574] : INFO : Epoch 1751 | loss: 0.0311966 | val_loss: 0.0312028 | Time: 5681.32 ms [2021-01-21 06:51:07 main:574] : INFO : Epoch 1752 | loss: 0.0311967 | val_loss: 0.031203 | Time: 5672.95 ms [2021-01-21 06:51:12 main:574] : INFO : Epoch 1753 | loss: 0.0311953 | val_loss: 0.0312065 | Time: 5663.43 ms [2021-01-21 06:51:18 main:574] : INFO : Epoch 1754 | loss: 0.0311962 | val_loss: 0.0312023 | Time: 5661.53 ms [2021-01-21 06:51:24 main:574] : INFO : Epoch 1755 | loss: 0.0311951 | val_loss: 0.0312027 | Time: 5755.92 ms [2021-01-21 06:51:30 main:574] : INFO : Epoch 1756 | loss: 0.0311979 | val_loss: 0.0312071 | Time: 5712.85 ms [2021-01-21 06:51:35 main:574] : INFO : Epoch 1757 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 5716.18 ms [2021-01-21 06:51:41 main:574] : INFO : Epoch 1758 | loss: 0.0311959 | val_loss: 0.031205 | Time: 5769.01 ms [2021-01-21 06:51:47 main:574] : INFO : Epoch 1759 | loss: 0.0311962 | val_loss: 0.0312025 | Time: 5674.64 ms [2021-01-21 06:51:53 main:574] : INFO : Epoch 1760 | loss: 0.031195 | val_loss: 0.0312024 | Time: 5692.21 ms [2021-01-21 06:51:59 main:574] : INFO : Epoch 1761 | loss: 0.0311954 | val_loss: 0.0312031 | Time: 5711.74 ms [2021-01-21 06:52:04 main:574] : INFO : Epoch 1762 | loss: 0.0311953 | val_loss: 0.0312039 | Time: 5746.96 ms [2021-01-21 06:52:10 main:574] : INFO : Epoch 1763 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 5656.45 ms [2021-01-21 06:52:16 main:574] : INFO : Epoch 1764 | loss: 0.0311963 | val_loss: 0.0312035 | Time: 5691.39 ms [2021-01-21 06:52:22 main:574] : INFO : Epoch 1765 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 5693.64 ms [2021-01-21 06:52:27 main:574] : INFO : Epoch 1766 | loss: 0.0311954 | val_loss: 0.0312025 | Time: 5654.01 ms [2021-01-21 06:52:33 main:574] : INFO : Epoch 1767 | loss: 0.0311955 | val_loss: 0.0312053 | Time: 5678.56 ms [2021-01-21 06:52:39 main:574] : INFO : Epoch 1768 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 5670.1 ms [2021-01-21 06:52:45 main:574] : INFO : Epoch 1769 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 5654.45 ms [2021-01-21 06:52:50 main:574] : INFO : Epoch 1770 | loss: 0.0311985 | val_loss: 0.0312044 | Time: 5658.56 ms [2021-01-21 06:52:56 main:574] : INFO : Epoch 1771 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 5716.86 ms [2021-01-21 06:53:02 main:574] : INFO : Epoch 1772 | loss: 0.0311957 | val_loss: 0.0312021 | Time: 5793.64 ms [2021-01-21 06:53:08 main:574] : INFO : Epoch 1773 | loss: 0.0311952 | val_loss: 0.0312026 | Time: 5731.48 ms [2021-01-21 06:53:13 main:574] : INFO : Epoch 1774 | loss: 0.0311947 | val_loss: 0.0312028 | Time: 5656.37 ms [2021-01-21 06:53:19 main:574] : INFO : Epoch 1775 | loss: 0.031197 | val_loss: 0.0312019 | Time: 5692.94 ms [2021-01-21 06:53:25 main:574] : INFO : Epoch 1776 | loss: 0.0311961 | val_loss: 0.0312027 | Time: 5664.79 ms [2021-01-21 06:53:31 main:574] : INFO : Epoch 1777 | loss: 0.0311962 | val_loss: 0.0312035 | Time: 5713.56 ms [2021-01-21 06:53:37 main:574] : INFO : Epoch 1778 | loss: 0.0311963 | val_loss: 0.0312021 | Time: 5679.57 ms [2021-01-21 06:53:42 main:574] : INFO : Epoch 1779 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 5655.7 ms [2021-01-21 06:53:48 main:574] : INFO : Epoch 1780 | loss: 0.0311977 | val_loss: 0.0312078 | Time: 5677.69 ms [2021-01-21 06:53:54 main:574] : INFO : Epoch 1781 | loss: 0.0311997 | val_loss: 0.0312069 | Time: 5715.52 ms [2021-01-21 06:54:00 main:574] : INFO : Epoch 1782 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 5712.77 ms [2021-01-21 06:54:05 main:574] : INFO : Epoch 1783 | loss: 0.0311968 | val_loss: 0.0312021 | Time: 5667.74 ms [2021-01-21 06:54:11 main:574] : INFO : Epoch 1784 | loss: 0.0311955 | val_loss: 0.0312012 | Time: 5676.38 ms [2021-01-21 06:54:17 main:574] : INFO : Epoch 1785 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 5757.09 ms [2021-01-21 06:54:23 main:574] : INFO : Epoch 1786 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 5712.44 ms [2021-01-21 06:54:28 main:574] : INFO : Epoch 1787 | loss: 0.0311946 | val_loss: 0.0312014 | Time: 5760.54 ms [2021-01-21 06:54:34 main:574] : INFO : Epoch 1788 | loss: 0.0311952 | val_loss: 0.0312028 | Time: 5662.37 ms [2021-01-21 06:54:40 main:574] : INFO : Epoch 1789 | loss: 0.0311945 | val_loss: 0.0312012 | Time: 5656.86 ms [2021-01-21 06:54:46 main:574] : INFO : Epoch 1790 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 5664.58 ms [2021-01-21 06:54:51 main:574] : INFO : Epoch 1791 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 5657.21 ms [2021-01-21 06:54:57 main:574] : INFO : Epoch 1792 | loss: 0.0311946 | val_loss: 0.0312035 | Time: 5681.86 ms [2021-01-21 06:55:03 main:574] : INFO : Epoch 1793 | loss: 0.0311984 | val_loss: 0.0312083 | Time: 5661.06 ms [2021-01-21 06:55:09 main:574] : INFO : Epoch 1794 | loss: 0.0311997 | val_loss: 0.0312099 | Time: 5753.63 ms [2021-01-21 06:55:15 main:574] : INFO : Epoch 1795 | loss: 0.0312 | val_loss: 0.0312049 | Time: 5737.12 ms [2021-01-21 06:55:20 main:574] : INFO : Epoch 1796 | loss: 0.0311983 | val_loss: 0.0312053 | Time: 5683.4 ms [2021-01-21 06:55:26 main:574] : INFO : Epoch 1797 | loss: 0.0312 | val_loss: 0.0312067 | Time: 5710.98 ms [2021-01-21 06:55:32 main:574] : INFO : Epoch 1798 | loss: 0.0312008 | val_loss: 0.0312062 | Time: 5684.84 ms [2021-01-21 06:55:38 main:574] : INFO : Epoch 1799 | loss: 0.0311991 | val_loss: 0.0312048 | Time: 5665.57 ms [2021-01-21 06:55:43 main:574] : INFO : Epoch 1800 | loss: 0.0312 | val_loss: 0.0312071 | Time: 5745.86 ms [2021-01-21 06:55:49 main:574] : INFO : Epoch 1801 | loss: 0.0312017 | val_loss: 0.0312053 | Time: 5677.89 ms [2021-01-21 06:55:55 main:574] : INFO : Epoch 1802 | loss: 0.0312008 | val_loss: 0.0312049 | Time: 5654 ms [2021-01-21 06:56:01 main:574] : INFO : Epoch 1803 | loss: 0.0312011 | val_loss: 0.0312053 | Time: 5662.37 ms [2021-01-21 06:56:06 main:574] : INFO : Epoch 1804 | loss: 0.0312026 | val_loss: 0.0312053 | Time: 5744.51 ms [2021-01-21 06:56:12 main:574] : INFO : Epoch 1805 | loss: 0.031199 | val_loss: 0.0312053 | Time: 5707.76 ms [2021-01-21 06:56:18 main:574] : INFO : Epoch 1806 | loss: 0.0312002 | val_loss: 0.0312048 | Time: 5659.8 ms [2021-01-21 06:56:24 main:574] : INFO : Epoch 1807 | loss: 0.0311993 | val_loss: 0.0312059 | Time: 5678.43 ms [2021-01-21 06:56:29 main:574] : INFO : Epoch 1808 | loss: 0.0311988 | val_loss: 0.0312048 | Time: 5789.88 ms [2021-01-21 06:56:35 main:574] : INFO : Epoch 1809 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 5752.57 ms [2021-01-21 06:56:41 main:574] : INFO : Epoch 1810 | loss: 0.0311986 | val_loss: 0.0312059 | Time: 5684.27 ms [2021-01-21 06:56:47 main:574] : INFO : Epoch 1811 | loss: 0.031199 | val_loss: 0.0312069 | Time: 5690.41 ms [2021-01-21 06:56:53 main:574] : INFO : Epoch 1812 | loss: 0.0311989 | val_loss: 0.0312056 | Time: 5659.56 ms [2021-01-21 06:56:58 main:574] : INFO : Epoch 1813 | loss: 0.0311984 | val_loss: 0.0312052 | Time: 5710.99 ms [2021-01-21 06:57:04 main:574] : INFO : Epoch 1814 | loss: 0.0311981 | val_loss: 0.0312085 | Time: 5652.5 ms [2021-01-21 06:57:10 main:574] : INFO : Epoch 1815 | loss: 0.0311989 | val_loss: 0.0312063 | Time: 5708.16 ms [2021-01-21 06:57:16 main:574] : INFO : Epoch 1816 | loss: 0.0311988 | val_loss: 0.0312052 | Time: 5680.18 ms [2021-01-21 06:57:21 main:574] : INFO : Epoch 1817 | loss: 0.0311983 | val_loss: 0.0312094 | Time: 5732.32 ms [2021-01-21 06:57:27 main:574] : INFO : Epoch 1818 | loss: 0.0311997 | val_loss: 0.0312058 | Time: 5657.25 ms [2021-01-21 06:57:33 main:574] : INFO : Epoch 1819 | loss: 0.0311993 | val_loss: 0.0312058 | Time: 5778.58 ms [2021-01-21 06:57:39 main:574] : INFO : Epoch 1820 | loss: 0.0311976 | val_loss: 0.0312067 | Time: 5658.95 ms [2021-01-21 06:57:44 main:574] : INFO : Epoch 1821 | loss: 0.0311972 | val_loss: 0.0312063 | Time: 5703.69 ms [2021-01-21 06:57:50 main:574] : INFO : Epoch 1822 | loss: 0.0311977 | val_loss: 0.0312069 | Time: 5756.98 ms [2021-01-21 06:57:56 main:574] : INFO : Epoch 1823 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 5666.55 ms [2021-01-21 06:58:02 main:574] : INFO : Epoch 1824 | loss: 0.0311978 | val_loss: 0.0312053 | Time: 5681.67 ms [2021-01-21 06:58:07 main:574] : INFO : Epoch 1825 | loss: 0.0311972 | val_loss: 0.031204 | Time: 5702.69 ms [2021-01-21 06:58:13 main:574] : INFO : Epoch 1826 | loss: 0.031199 | val_loss: 0.0312055 | Time: 5675 ms [2021-01-21 06:58:19 main:574] : INFO : Epoch 1827 | loss: 0.0311981 | val_loss: 0.031203 | Time: 5658.56 ms [2021-01-21 06:58:25 main:574] : INFO : Epoch 1828 | loss: 0.0311972 | val_loss: 0.0312041 | Time: 5732.76 ms [2021-01-21 06:58:30 main:574] : INFO : Epoch 1829 | loss: 0.0311961 | val_loss: 0.0312034 | Time: 5732.44 ms [2021-01-21 06:58:36 main:574] : INFO : Epoch 1830 | loss: 0.0311969 | val_loss: 0.0312035 | Time: 5719.33 ms [2021-01-21 06:58:42 main:574] : INFO : Epoch 1831 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 5678.57 ms [2021-01-21 06:58:48 main:574] : INFO : Epoch 1832 | loss: 0.0311976 | val_loss: 0.0312039 | Time: 5713.62 ms [2021-01-21 06:58:54 main:574] : INFO : Epoch 1833 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 5757.31 ms [2021-01-21 06:58:59 main:574] : INFO : Epoch 1834 | loss: 0.0311999 | val_loss: 0.0312107 | Time: 5703.44 ms [2021-01-21 06:59:05 main:574] : INFO : Epoch 1835 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 5696.17 ms [2021-01-21 06:59:11 main:574] : INFO : Epoch 1836 | loss: 0.0311984 | val_loss: 0.031207 | Time: 5687.21 ms [2021-01-21 06:59:17 main:574] : INFO : Epoch 1837 | loss: 0.0311976 | val_loss: 0.0312049 | Time: 5689.51 ms [2021-01-21 06:59:22 main:574] : INFO : Epoch 1838 | loss: 0.0311993 | val_loss: 0.0312056 | Time: 5714.69 ms [2021-01-21 06:59:28 main:574] : INFO : Epoch 1839 | loss: 0.0311984 | val_loss: 0.0312042 | Time: 5652.96 ms [2021-01-21 06:59:34 main:574] : INFO : Epoch 1840 | loss: 0.0311974 | val_loss: 0.0312055 | Time: 5663.54 ms [2021-01-21 06:59:40 main:574] : INFO : Epoch 1841 | loss: 0.0311987 | val_loss: 0.0312052 | Time: 5753.7 ms [2021-01-21 06:59:45 main:574] : INFO : Epoch 1842 | loss: 0.0311977 | val_loss: 0.0312042 | Time: 5681.19 ms [2021-01-21 06:59:51 main:574] : INFO : Epoch 1843 | loss: 0.0311991 | val_loss: 0.0312077 | Time: 5672.01 ms [2021-01-21 06:59:57 main:574] : INFO : Epoch 1844 | loss: 0.0312013 | val_loss: 0.0312136 | Time: 5658.49 ms [2021-01-21 07:00:03 main:574] : INFO : Epoch 1845 | loss: 0.0312042 | val_loss: 0.0312063 | Time: 5691.35 ms [2021-01-21 07:00:08 main:574] : INFO : Epoch 1846 | loss: 0.0311995 | val_loss: 0.0312072 | Time: 5664.51 ms [2021-01-21 07:00:14 main:574] : INFO : Epoch 1847 | loss: 0.031197 | val_loss: 0.0312042 | Time: 5675.75 ms [2021-01-21 07:00:20 main:574] : INFO : Epoch 1848 | loss: 0.031197 | val_loss: 0.0312036 | Time: 5690.21 ms [2021-01-21 07:00:26 main:574] : INFO : Epoch 1849 | loss: 0.0311967 | val_loss: 0.0312042 | Time: 5765 ms [2021-01-21 07:00:31 main:574] : INFO : Epoch 1850 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 5696.84 ms [2021-01-21 07:00:37 main:574] : INFO : Epoch 1851 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 5708.96 ms [2021-01-21 07:00:43 main:574] : INFO : Epoch 1852 | loss: 0.0311963 | val_loss: 0.0312079 | Time: 5752.61 ms [2021-01-21 07:00:49 main:574] : INFO : Epoch 1853 | loss: 0.0311983 | val_loss: 0.0312036 | Time: 5786.23 ms [2021-01-21 07:00:55 main:574] : INFO : Epoch 1854 | loss: 0.0311976 | val_loss: 0.0312042 | Time: 5743.31 ms [2021-01-21 07:01:01 main:574] : INFO : Epoch 1855 | loss: 0.0311977 | val_loss: 0.0312059 | Time: 5795.96 ms [2021-01-21 07:01:06 main:574] : INFO : Epoch 1856 | loss: 0.0311991 | val_loss: 0.0312033 | Time: 5759.08 ms [2021-01-21 07:01:12 main:574] : INFO : Epoch 1857 | loss: 0.0311971 | val_loss: 0.0312045 | Time: 5728.71 ms [2021-01-21 07:01:18 main:574] : INFO : Epoch 1858 | loss: 0.0311965 | val_loss: 0.0312033 | Time: 5743.07 ms [2021-01-21 07:01:24 main:574] : INFO : Epoch 1859 | loss: 0.0311973 | val_loss: 0.0312074 | Time: 5740.85 ms [2021-01-21 07:01:30 main:574] : INFO : Epoch 1860 | loss: 0.031197 | val_loss: 0.031204 | Time: 5755.64 ms [2021-01-21 07:01:35 main:574] : INFO : Epoch 1861 | loss: 0.0311976 | val_loss: 0.0312061 | Time: 5673.4 ms [2021-01-21 07:01:41 main:574] : INFO : Epoch 1862 | loss: 0.0311975 | val_loss: 0.031204 | Time: 5715.4 ms [2021-01-21 07:01:47 main:574] : INFO : Epoch 1863 | loss: 0.0311962 | val_loss: 0.0312035 | Time: 5710.39 ms [2021-01-21 07:01:53 main:574] : INFO : Epoch 1864 | loss: 0.031197 | val_loss: 0.0312039 | Time: 5713.42 ms [2021-01-21 07:01:58 main:574] : INFO : Epoch 1865 | loss: 0.0311959 | val_loss: 0.0312035 | Time: 5754.63 ms [2021-01-21 07:02:04 main:574] : INFO : Epoch 1866 | loss: 0.0311962 | val_loss: 0.0312049 | Time: 5658.49 ms [2021-01-21 07:02:10 main:574] : INFO : Epoch 1867 | loss: 0.0311963 | val_loss: 0.0312038 | Time: 5666.79 ms [2021-01-21 07:02:16 main:574] : INFO : Epoch 1868 | loss: 0.0311962 | val_loss: 0.0312038 | Time: 5684.91 ms [2021-01-21 07:02:21 main:574] : INFO : Epoch 1869 | loss: 0.0311965 | val_loss: 0.0312048 | Time: 5698 ms [2021-01-21 07:02:27 main:574] : INFO : Epoch 1870 | loss: 0.0311958 | val_loss: 0.0312038 | Time: 5775.14 ms [2021-01-21 07:02:33 main:574] : INFO : Epoch 1871 | loss: 0.0311961 | val_loss: 0.0312071 | Time: 5784.62 ms [2021-01-21 07:02:39 main:574] : INFO : Epoch 1872 | loss: 0.0311964 | val_loss: 0.0312046 | Time: 5666.1 ms [2021-01-21 07:02:45 main:574] : INFO : Epoch 1873 | loss: 0.0311969 | val_loss: 0.0312053 | Time: 5739.91 ms [2021-01-21 07:02:50 main:574] : INFO : Epoch 1874 | loss: 0.0311977 | val_loss: 0.0312082 | Time: 5727.24 ms [2021-01-21 07:02:56 main:574] : INFO : Epoch 1875 | loss: 0.0311977 | val_loss: 0.0312065 | Time: 5672.98 ms [2021-01-21 07:03:02 main:574] : INFO : Epoch 1876 | loss: 0.0311973 | val_loss: 0.0312048 | Time: 5672.89 ms [2021-01-21 07:03:07 main:574] : INFO : Epoch 1877 | loss: 0.0311959 | val_loss: 0.0312045 | Time: 5676.85 ms [2021-01-21 07:03:13 main:574] : INFO : Epoch 1878 | loss: 0.031196 | val_loss: 0.0312034 | Time: 5651.15 ms [2021-01-21 07:03:19 main:574] : INFO : Epoch 1879 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 5670.17 ms [2021-01-21 07:03:25 main:574] : INFO : Epoch 1880 | loss: 0.0311963 | val_loss: 0.0312061 | Time: 5718.84 ms [2021-01-21 07:03:31 main:574] : INFO : Epoch 1881 | loss: 0.0311971 | val_loss: 0.0312035 | Time: 5693.45 ms [2021-01-21 07:03:36 main:574] : INFO : Epoch 1882 | loss: 0.0311961 | val_loss: 0.0312041 | Time: 5653.51 ms [2021-01-21 07:03:42 main:574] : INFO : Epoch 1883 | loss: 0.0311957 | val_loss: 0.0312045 | Time: 5740.81 ms [2021-01-21 07:03:48 main:574] : INFO : Epoch 1884 | loss: 0.031196 | val_loss: 0.0312045 | Time: 5656.43 ms [2021-01-21 07:03:54 main:574] : INFO : Epoch 1885 | loss: 0.0311964 | val_loss: 0.0312037 | Time: 5735.88 ms [2021-01-21 07:03:59 main:574] : INFO : Epoch 1886 | loss: 0.031196 | val_loss: 0.0312067 | Time: 5721.89 ms [2021-01-21 07:04:05 main:574] : INFO : Epoch 1887 | loss: 0.0311961 | val_loss: 0.0312044 | Time: 5664.73 ms [2021-01-21 07:04:11 main:574] : INFO : Epoch 1888 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 5738.2 ms [2021-01-21 07:04:17 main:574] : INFO : Epoch 1889 | loss: 0.0311963 | val_loss: 0.0312043 | Time: 5698 ms [2021-01-21 07:04:22 main:574] : INFO : Epoch 1890 | loss: 0.0311958 | val_loss: 0.0312036 | Time: 5701.8 ms [2021-01-21 07:04:28 main:574] : INFO : Epoch 1891 | loss: 0.0311963 | val_loss: 0.0312061 | Time: 5659.78 ms [2021-01-21 07:04:34 main:574] : INFO : Epoch 1892 | loss: 0.0311976 | val_loss: 0.0312104 | Time: 5792.21 ms [2021-01-21 07:04:40 main:574] : INFO : Epoch 1893 | loss: 0.0311972 | val_loss: 0.0312038 | Time: 5702.34 ms [2021-01-21 07:04:46 main:574] : INFO : Epoch 1894 | loss: 0.0311963 | val_loss: 0.0312063 | Time: 5738.25 ms [2021-01-21 07:04:51 main:574] : INFO : Epoch 1895 | loss: 0.0311956 | val_loss: 0.0312043 | Time: 5713.5 ms [2021-01-21 07:04:57 main:574] : INFO : Epoch 1896 | loss: 0.0311954 | val_loss: 0.0312039 | Time: 5678.94 ms [2021-01-21 07:05:03 main:574] : INFO : Epoch 1897 | loss: 0.0311967 | val_loss: 0.0312073 | Time: 5655.55 ms [2021-01-21 07:05:09 main:574] : INFO : Epoch 1898 | loss: 0.0311968 | val_loss: 0.031204 | Time: 5694.69 ms [2021-01-21 07:05:14 main:574] : INFO : Epoch 1899 | loss: 0.0311975 | val_loss: 0.0312067 | Time: 5661.38 ms [2021-01-21 07:05:20 main:574] : INFO : Epoch 1900 | loss: 0.0311968 | val_loss: 0.0312074 | Time: 5700.61 ms [2021-01-21 07:05:26 main:574] : INFO : Epoch 1901 | loss: 0.0311956 | val_loss: 0.0312043 | Time: 5675.63 ms [2021-01-21 07:05:32 main:574] : INFO : Epoch 1902 | loss: 0.0311957 | val_loss: 0.031205 | Time: 5721.39 ms [2021-01-21 07:05:37 main:574] : INFO : Epoch 1903 | loss: 0.0311982 | val_loss: 0.0312038 | Time: 5652.15 ms [2021-01-21 07:05:43 main:574] : INFO : Epoch 1904 | loss: 0.0311982 | val_loss: 0.0312068 | Time: 5674.48 ms [2021-01-21 07:05:49 main:574] : INFO : Epoch 1905 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 5728.23 ms [2021-01-21 07:05:55 main:574] : INFO : Epoch 1906 | loss: 0.0311951 | val_loss: 0.0312037 | Time: 5654.61 ms [2021-01-21 07:06:00 main:574] : INFO : Epoch 1907 | loss: 0.031196 | val_loss: 0.0312042 | Time: 5713.53 ms [2021-01-21 07:06:06 main:574] : INFO : Epoch 1908 | loss: 0.0311955 | val_loss: 0.031205 | Time: 5653.6 ms [2021-01-21 07:06:12 main:574] : INFO : Epoch 1909 | loss: 0.031197 | val_loss: 0.0312083 | Time: 5734.31 ms [2021-01-21 07:06:18 main:574] : INFO : Epoch 1910 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 5680.14 ms [2021-01-21 07:06:23 main:574] : INFO : Epoch 1911 | loss: 0.0311948 | val_loss: 0.0312076 | Time: 5741.75 ms [2021-01-21 07:06:29 main:574] : INFO : Epoch 1912 | loss: 0.0311963 | val_loss: 0.0312039 | Time: 5796.49 ms [2021-01-21 07:06:35 main:574] : INFO : Epoch 1913 | loss: 0.0311965 | val_loss: 0.0312052 | Time: 5695.26 ms [2021-01-21 07:06:41 main:574] : INFO : Epoch 1914 | loss: 0.0311954 | val_loss: 0.0312059 | Time: 5700.31 ms [2021-01-21 07:06:46 main:574] : INFO : Epoch 1915 | loss: 0.0311976 | val_loss: 0.0312088 | Time: 5657.68 ms [2021-01-21 07:06:52 main:574] : INFO : Epoch 1916 | loss: 0.0311964 | val_loss: 0.0312036 | Time: 5686.84 ms [2021-01-21 07:06:58 main:574] : INFO : Epoch 1917 | loss: 0.0311948 | val_loss: 0.0312036 | Time: 5655.22 ms [2021-01-21 07:07:04 main:574] : INFO : Epoch 1918 | loss: 0.0311949 | val_loss: 0.0312035 | Time: 5765.31 ms [2021-01-21 07:07:09 main:574] : INFO : Epoch 1919 | loss: 0.0311969 | val_loss: 0.0312076 | Time: 5698.22 ms [2021-01-21 07:07:15 main:574] : INFO : Epoch 1920 | loss: 0.0311959 | val_loss: 0.0312055 | Time: 5683.93 ms [2021-01-21 07:07:21 main:574] : INFO : Epoch 1921 | loss: 0.0311956 | val_loss: 0.0312052 | Time: 5660.77 ms [2021-01-21 07:07:27 main:574] : INFO : Epoch 1922 | loss: 0.031196 | val_loss: 0.0312049 | Time: 5801.46 ms [2021-01-21 07:07:33 main:574] : INFO : Epoch 1923 | loss: 0.0311954 | val_loss: 0.0312045 | Time: 5716.6 ms [2021-01-21 07:07:38 main:574] : INFO : Epoch 1924 | loss: 0.0311954 | val_loss: 0.0312056 | Time: 5663.9 ms [2021-01-21 07:07:44 main:574] : INFO : Epoch 1925 | loss: 0.0311948 | val_loss: 0.0312038 | Time: 5778.99 ms [2021-01-21 07:07:50 main:574] : INFO : Epoch 1926 | loss: 0.0311967 | val_loss: 0.0312083 | Time: 5684.39 ms [2021-01-21 07:07:56 main:574] : INFO : Epoch 1927 | loss: 0.0311953 | val_loss: 0.0312038 | Time: 5675.69 ms [2021-01-21 07:08:01 main:574] : INFO : Epoch 1928 | loss: 0.0311949 | val_loss: 0.031204 | Time: 5652.9 ms [2021-01-21 07:08:07 main:574] : INFO : Epoch 1929 | loss: 0.0311949 | val_loss: 0.0312043 | Time: 5655.15 ms [2021-01-21 07:08:13 main:574] : INFO : Epoch 1930 | loss: 0.0311947 | val_loss: 0.0312037 | Time: 5771.08 ms [2021-01-21 07:08:19 main:574] : INFO : Epoch 1931 | loss: 0.0311947 | val_loss: 0.0312041 | Time: 5772.62 ms [2021-01-21 07:08:25 main:574] : INFO : Epoch 1932 | loss: 0.0311946 | val_loss: 0.0312047 | Time: 5654.23 ms [2021-01-21 07:08:30 main:574] : INFO : Epoch 1933 | loss: 0.0311984 | val_loss: 0.031218 | Time: 5770.04 ms [2021-01-21 07:08:36 main:574] : INFO : Epoch 1934 | loss: 0.0311987 | val_loss: 0.0312056 | Time: 5735.78 ms [2021-01-21 07:08:42 main:574] : INFO : Epoch 1935 | loss: 0.0311969 | val_loss: 0.0312094 | Time: 5762.83 ms [2021-01-21 07:08:48 main:574] : INFO : Epoch 1936 | loss: 0.0311978 | val_loss: 0.0312053 | Time: 5709.86 ms [2021-01-21 07:08:54 main:574] : INFO : Epoch 1937 | loss: 0.0311949 | val_loss: 0.031204 | Time: 5784.68 ms [2021-01-21 07:08:59 main:574] : INFO : Epoch 1938 | loss: 0.0311953 | val_loss: 0.0312035 | Time: 5688.52 ms [2021-01-21 07:09:05 main:574] : INFO : Epoch 1939 | loss: 0.031197 | val_loss: 0.0312084 | Time: 5697.02 ms [2021-01-21 07:09:11 main:574] : INFO : Epoch 1940 | loss: 0.0311954 | val_loss: 0.0312054 | Time: 5699.51 ms [2021-01-21 07:09:17 main:574] : INFO : Epoch 1941 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 5723.9 ms [2021-01-21 07:09:22 main:574] : INFO : Epoch 1942 | loss: 0.031195 | val_loss: 0.0312045 | Time: 5720.52 ms [2021-01-21 07:09:28 main:574] : INFO : Epoch 1943 | loss: 0.0311942 | val_loss: 0.0312034 | Time: 5672.21 ms [2021-01-21 07:09:34 main:574] : INFO : Epoch 1944 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 5679.47 ms [2021-01-21 07:09:40 main:574] : INFO : Epoch 1945 | loss: 0.0311949 | val_loss: 0.0312038 | Time: 5701.82 ms [2021-01-21 07:09:46 main:574] : INFO : Epoch 1946 | loss: 0.0311947 | val_loss: 0.0312079 | Time: 5734.34 ms [2021-01-21 07:09:51 main:574] : INFO : Epoch 1947 | loss: 0.0311985 | val_loss: 0.031207 | Time: 5659.99 ms [2021-01-21 07:09:57 main:574] : INFO : Epoch 1948 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 5729.8 ms [2021-01-21 07:10:03 main:574] : INFO : Epoch 1949 | loss: 0.0311961 | val_loss: 0.0312044 | Time: 5688.82 ms [2021-01-21 07:10:09 main:574] : INFO : Epoch 1950 | loss: 0.0311955 | val_loss: 0.0312039 | Time: 5725.65 ms [2021-01-21 07:10:14 main:574] : INFO : Epoch 1951 | loss: 0.0311951 | val_loss: 0.031206 | Time: 5755.26 ms [2021-01-21 07:10:20 main:574] : INFO : Epoch 1952 | loss: 0.0311974 | val_loss: 0.0312038 | Time: 5653.92 ms [2021-01-21 07:10:26 main:574] : INFO : Epoch 1953 | loss: 0.0311957 | val_loss: 0.031205 | Time: 5697.82 ms [2021-01-21 07:10:32 main:574] : INFO : Epoch 1954 | loss: 0.0311949 | val_loss: 0.0312044 | Time: 5774.35 ms [2021-01-21 07:10:38 main:574] : INFO : Epoch 1955 | loss: 0.0311945 | val_loss: 0.0312069 | Time: 5764.01 ms [2021-01-21 07:10:43 main:574] : INFO : Epoch 1956 | loss: 0.0311949 | val_loss: 0.0312037 | Time: 5716.19 ms [2021-01-21 07:10:49 main:574] : INFO : Epoch 1957 | loss: 0.031195 | val_loss: 0.0312078 | Time: 5692.8 ms [2021-01-21 07:10:55 main:574] : INFO : Epoch 1958 | loss: 0.0311965 | val_loss: 0.0312046 | Time: 5669.7 ms [2021-01-21 07:11:01 main:574] : INFO : Epoch 1959 | loss: 0.0311951 | val_loss: 0.0312088 | Time: 5666.76 ms [2021-01-21 07:11:06 main:574] : INFO : Epoch 1960 | loss: 0.031197 | val_loss: 0.0312039 | Time: 5730.44 ms [2021-01-21 07:11:12 main:574] : INFO : Epoch 1961 | loss: 0.0311958 | val_loss: 0.0312051 | Time: 5715.37 ms [2021-01-21 07:11:18 main:574] : INFO : Epoch 1962 | loss: 0.0311946 | val_loss: 0.0312061 | Time: 5745.72 ms [2021-01-21 07:11:24 main:574] : INFO : Epoch 1963 | loss: 0.0311949 | val_loss: 0.0312039 | Time: 5729.36 ms [2021-01-21 07:11:30 main:574] : INFO : Epoch 1964 | loss: 0.0311945 | val_loss: 0.0312042 | Time: 5764.53 ms [2021-01-21 07:11:35 main:574] : INFO : Epoch 1965 | loss: 0.0311946 | val_loss: 0.0312039 | Time: 5748.91 ms [2021-01-21 07:11:41 main:574] : INFO : Epoch 1966 | loss: 0.0311946 | val_loss: 0.0312075 | Time: 5672.48 ms [2021-01-21 07:11:47 main:574] : INFO : Epoch 1967 | loss: 0.0311944 | val_loss: 0.0312047 | Time: 5652.31 ms [2021-01-21 07:11:53 main:574] : INFO : Epoch 1968 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 5739.03 ms [2021-01-21 07:11:58 main:574] : INFO : Epoch 1969 | loss: 0.031194 | val_loss: 0.0312043 | Time: 5657.98 ms [2021-01-21 07:12:04 main:574] : INFO : Epoch 1970 | loss: 0.0311938 | val_loss: 0.0312057 | Time: 5749.3 ms [2021-01-21 07:12:10 main:574] : INFO : Epoch 1971 | loss: 0.0311965 | val_loss: 0.0312059 | Time: 5682.23 ms [2021-01-21 07:12:16 main:574] : INFO : Epoch 1972 | loss: 0.0311947 | val_loss: 0.0312059 | Time: 5687.2 ms [2021-01-21 07:12:21 main:574] : INFO : Epoch 1973 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 5663.19 ms [2021-01-21 07:12:27 main:574] : INFO : Epoch 1974 | loss: 0.0311956 | val_loss: 0.0312048 | Time: 5663.16 ms [2021-01-21 07:12:33 main:574] : INFO : Epoch 1975 | loss: 0.0311946 | val_loss: 0.0312043 | Time: 5675.79 ms [2021-01-21 07:12:39 main:574] : INFO : Epoch 1976 | loss: 0.0311942 | val_loss: 0.0312052 | Time: 5733.76 ms [2021-01-21 07:12:45 main:574] : INFO : Epoch 1977 | loss: 0.0311939 | val_loss: 0.0312084 | Time: 5773.52 ms [2021-01-21 07:12:50 main:574] : INFO : Epoch 1978 | loss: 0.0311975 | val_loss: 0.0312088 | Time: 5657.61 ms [2021-01-21 07:12:56 main:574] : INFO : Epoch 1979 | loss: 0.0311947 | val_loss: 0.0312038 | Time: 5659.02 ms [2021-01-21 07:13:02 main:574] : INFO : Epoch 1980 | loss: 0.0311944 | val_loss: 0.0312051 | Time: 5693.77 ms [2021-01-21 07:13:08 main:574] : INFO : Epoch 1981 | loss: 0.0311942 | val_loss: 0.031205 | Time: 5711.76 ms [2021-01-21 07:13:13 main:574] : INFO : Epoch 1982 | loss: 0.0311943 | val_loss: 0.0312051 | Time: 5654.91 ms [2021-01-21 07:13:19 main:574] : INFO : Epoch 1983 | loss: 0.0311953 | val_loss: 0.0312043 | Time: 5687.78 ms [2021-01-21 07:13:25 main:574] : INFO : Epoch 1984 | loss: 0.031196 | val_loss: 0.0312061 | Time: 5711.33 ms [2021-01-21 07:13:31 main:574] : INFO : Epoch 1985 | loss: 0.031194 | val_loss: 0.0312068 | Time: 5717.32 ms [2021-01-21 07:13:36 main:574] : INFO : Epoch 1986 | loss: 0.0311943 | val_loss: 0.0312054 | Time: 5735.98 ms [2021-01-21 07:13:42 main:574] : INFO : Epoch 1987 | loss: 0.0311947 | val_loss: 0.0312062 | Time: 5662.59 ms [2021-01-21 07:13:48 main:574] : INFO : Epoch 1988 | loss: 0.0311949 | val_loss: 0.0312063 | Time: 5658.81 ms [2021-01-21 07:13:53 main:574] : INFO : Epoch 1989 | loss: 0.0311948 | val_loss: 0.0312045 | Time: 5671.26 ms [2021-01-21 07:13:59 main:574] : INFO : Epoch 1990 | loss: 0.0311941 | val_loss: 0.031204 | Time: 5650.12 ms [2021-01-21 07:14:05 main:574] : INFO : Epoch 1991 | loss: 0.0311947 | val_loss: 0.0312049 | Time: 5671.76 ms [2021-01-21 07:14:11 main:574] : INFO : Epoch 1992 | loss: 0.0311941 | val_loss: 0.0312073 | Time: 5713.72 ms [2021-01-21 07:14:16 main:574] : INFO : Epoch 1993 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 5706.37 ms [2021-01-21 07:14:22 main:574] : INFO : Epoch 1994 | loss: 0.0311943 | val_loss: 0.0312045 | Time: 5759.1 ms [2021-01-21 07:14:28 main:574] : INFO : Epoch 1995 | loss: 0.0311943 | val_loss: 0.0312048 | Time: 5711.42 ms [2021-01-21 07:14:34 main:574] : INFO : Epoch 1996 | loss: 0.0311957 | val_loss: 0.0312141 | Time: 5745.18 ms [2021-01-21 07:14:40 main:574] : INFO : Epoch 1997 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 5713.83 ms [2021-01-21 07:14:45 main:574] : INFO : Epoch 1998 | loss: 0.0311953 | val_loss: 0.0312071 | Time: 5792.45 ms [2021-01-21 07:14:51 main:574] : INFO : Epoch 1999 | loss: 0.0311948 | val_loss: 0.0312043 | Time: 5777.48 ms [2021-01-21 07:14:57 main:574] : INFO : Epoch 2000 | loss: 0.0311944 | val_loss: 0.0312036 | Time: 5750.37 ms [2021-01-21 07:15:03 main:574] : INFO : Epoch 2001 | loss: 0.0311942 | val_loss: 0.0312054 | Time: 5659.02 ms [2021-01-21 07:15:09 main:574] : INFO : Epoch 2002 | loss: 0.0311948 | val_loss: 0.0312068 | Time: 5654.49 ms [2021-01-21 07:15:14 main:574] : INFO : Epoch 2003 | loss: 0.0311956 | val_loss: 0.0312078 | Time: 5671.88 ms [2021-01-21 07:15:20 main:574] : INFO : Epoch 2004 | loss: 0.0311949 | val_loss: 0.0312046 | Time: 5703.56 ms [2021-01-21 07:15:26 main:574] : INFO : Epoch 2005 | loss: 0.0311947 | val_loss: 0.031204 | Time: 5758.25 ms [2021-01-21 07:15:32 main:574] : INFO : Epoch 2006 | loss: 0.0311944 | val_loss: 0.0312041 | Time: 5674.33 ms [2021-01-21 07:15:37 main:574] : INFO : Epoch 2007 | loss: 0.0311945 | val_loss: 0.031205 | Time: 5732.26 ms [2021-01-21 07:15:43 main:574] : INFO : Epoch 2008 | loss: 0.0311953 | val_loss: 0.0312066 | Time: 5738.92 ms [2021-01-21 07:15:49 main:574] : INFO : Epoch 2009 | loss: 0.0311944 | val_loss: 0.0312033 | Time: 5705.85 ms [2021-01-21 07:15:55 main:574] : INFO : Epoch 2010 | loss: 0.0311939 | val_loss: 0.0312037 | Time: 5670.67 ms [2021-01-21 07:16:01 main:574] : INFO : Epoch 2011 | loss: 0.031194 | val_loss: 0.0312045 | Time: 5714.64 ms [2021-01-21 07:16:06 main:574] : INFO : Epoch 2012 | loss: 0.0311961 | val_loss: 0.031211 | Time: 5705.11 ms [2021-01-21 07:16:12 main:574] : INFO : Epoch 2013 | loss: 0.0311983 | val_loss: 0.0312053 | Time: 5751.37 ms [2021-01-21 07:16:18 main:574] : INFO : Epoch 2014 | loss: 0.0311958 | val_loss: 0.0312047 | Time: 5668.91 ms [2021-01-21 07:16:24 main:574] : INFO : Epoch 2015 | loss: 0.031195 | val_loss: 0.0312054 | Time: 5661.55 ms [2021-01-21 07:16:30 main:574] : INFO : Epoch 2016 | loss: 0.0311945 | val_loss: 0.0312037 | Time: 5742.21 ms [2021-01-21 07:16:35 main:574] : INFO : Epoch 2017 | loss: 0.0311947 | val_loss: 0.0312088 | Time: 5682.03 ms [2021-01-21 07:16:41 main:574] : INFO : Epoch 2018 | loss: 0.0311946 | val_loss: 0.0312047 | Time: 5809.97 ms [2021-01-21 07:16:47 main:574] : INFO : Epoch 2019 | loss: 0.0311944 | val_loss: 0.0312038 | Time: 5662.38 ms [2021-01-21 07:16:53 main:574] : INFO : Epoch 2020 | loss: 0.031194 | val_loss: 0.0312055 | Time: 5706.12 ms [2021-01-21 07:16:58 main:574] : INFO : Epoch 2021 | loss: 0.0311948 | val_loss: 0.0312043 | Time: 5718.15 ms [2021-01-21 07:17:04 main:574] : INFO : Epoch 2022 | loss: 0.0311945 | val_loss: 0.0312049 | Time: 5696.32 ms [2021-01-21 07:17:10 main:574] : INFO : Epoch 2023 | loss: 0.0311937 | val_loss: 0.0312042 | Time: 5738.86 ms [2021-01-21 07:17:16 main:574] : INFO : Epoch 2024 | loss: 0.0311936 | val_loss: 0.031204 | Time: 5735.8 ms [2021-01-21 07:17:22 main:574] : INFO : Epoch 2025 | loss: 0.0311938 | val_loss: 0.0312047 | Time: 5722.08 ms [2021-01-21 07:17:27 main:574] : INFO : Epoch 2026 | loss: 0.0311945 | val_loss: 0.0312047 | Time: 5713.47 ms [2021-01-21 07:17:33 main:574] : INFO : Epoch 2027 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 5726.48 ms [2021-01-21 07:17:39 main:574] : INFO : Epoch 2028 | loss: 0.0311939 | val_loss: 0.0312052 | Time: 5672.59 ms [2021-01-21 07:17:45 main:574] : INFO : Epoch 2029 | loss: 0.0311943 | val_loss: 0.0312034 | Time: 5701.09 ms [2021-01-21 07:17:50 main:574] : INFO : Epoch 2030 | loss: 0.0311952 | val_loss: 0.0312113 | Time: 5712.4 ms [2021-01-21 07:17:56 main:574] : INFO : Epoch 2031 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 5659.45 ms [2021-01-21 07:18:02 main:574] : INFO : Epoch 2032 | loss: 0.0311945 | val_loss: 0.0312035 | Time: 5700.26 ms [2021-01-21 07:18:08 main:574] : INFO : Epoch 2033 | loss: 0.0311957 | val_loss: 0.0312058 | Time: 5727.35 ms [2021-01-21 07:18:13 main:574] : INFO : Epoch 2034 | loss: 0.0311963 | val_loss: 0.0312069 | Time: 5705.89 ms [2021-01-21 07:18:19 main:574] : INFO : Epoch 2035 | loss: 0.0311955 | val_loss: 0.031205 | Time: 5748.56 ms [2021-01-21 07:18:25 main:574] : INFO : Epoch 2036 | loss: 0.0311953 | val_loss: 0.0312031 | Time: 5683.86 ms [2021-01-21 07:18:31 main:574] : INFO : Epoch 2037 | loss: 0.031196 | val_loss: 0.0312064 | Time: 5762.38 ms [2021-01-21 07:18:36 main:574] : INFO : Epoch 2038 | loss: 0.0311951 | val_loss: 0.0312049 | Time: 5670.11 ms [2021-01-21 07:18:42 main:574] : INFO : Epoch 2039 | loss: 0.031195 | val_loss: 0.031203 | Time: 5709.17 ms [2021-01-21 07:18:48 main:574] : INFO : Epoch 2040 | loss: 0.0311969 | val_loss: 0.0312109 | Time: 5694.31 ms [2021-01-21 07:18:54 main:574] : INFO : Epoch 2041 | loss: 0.0311964 | val_loss: 0.0312043 | Time: 5745.42 ms [2021-01-21 07:19:00 main:574] : INFO : Epoch 2042 | loss: 0.031196 | val_loss: 0.0312101 | Time: 5735.53 ms [2021-01-21 07:19:05 main:574] : INFO : Epoch 2043 | loss: 0.0311979 | val_loss: 0.0312054 | Time: 5752.96 ms [2021-01-21 07:19:11 main:574] : INFO : Epoch 2044 | loss: 0.0311954 | val_loss: 0.0312053 | Time: 5656.75 ms [2021-01-21 07:19:17 main:574] : INFO : Epoch 2045 | loss: 0.0311949 | val_loss: 0.0312041 | Time: 5729.33 ms [2021-01-21 07:19:23 main:574] : INFO : Epoch 2046 | loss: 0.031194 | val_loss: 0.031206 | Time: 5723.41 ms [2021-01-21 07:19:29 main:574] : INFO : Epoch 2047 | loss: 0.0311948 | val_loss: 0.0312053 | Time: 5706.81 ms [2021-01-21 07:19:34 main:574] : INFO : Epoch 2048 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 5653.67 ms [2021-01-21 07:19:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312044 [2021-01-21 07:19:34 main:603] : INFO : Saving end state to config to file [2021-01-21 07:19:35 main:608] : INFO : Success, exiting.. 07:19:35 (5880): 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)