Task 14552315
| Name | ParityModified-1647048179-30388-3-0_0 |
| Workunit | 11576279 |
| Created | 9 Apr 2022, 3:38:59 UTC |
| Sent | 11 Apr 2022, 1:05:44 UTC |
| Report deadline | 19 Apr 2022, 1:05:44 UTC |
| Received | 11 Apr 2022, 6:10:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 40 min 35 sec |
| CPU time | 2 hours 23 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 00:31:22 main:574] : INFO : Epoch 1542 | loss: 0.0311944 | val_loss: 0.0311941 | Time: 5577.42 ms [2022-04-11 00:31:27 main:574] : INFO : Epoch 1543 | loss: 0.0311947 | val_loss: 0.0311979 | Time: 5422.3 ms [2022-04-11 00:31:33 main:574] : INFO : Epoch 1544 | loss: 0.0311942 | val_loss: 0.0311941 | Time: 5553.54 ms [2022-04-11 00:31:38 main:574] : INFO : Epoch 1545 | loss: 0.0311941 | val_loss: 0.0311938 | Time: 5553.29 ms [2022-04-11 00:31:44 main:574] : INFO : Epoch 1546 | loss: 0.0311938 | val_loss: 0.0311933 | Time: 5639.82 ms [2022-04-11 00:31:49 main:574] : INFO : Epoch 1547 | loss: 0.0311949 | val_loss: 0.0311966 | Time: 5420.7 ms [2022-04-11 00:31:55 main:574] : INFO : Epoch 1548 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 5540.81 ms [2022-04-11 00:32:01 main:574] : INFO : Epoch 1549 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 5620.92 ms [2022-04-11 00:32:06 main:574] : INFO : Epoch 1550 | loss: 0.0311932 | val_loss: 0.0311939 | Time: 5577.9 ms [2022-04-11 00:32:12 main:574] : INFO : Epoch 1551 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 5617.28 ms [2022-04-11 00:32:17 main:574] : INFO : Epoch 1552 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 5583.63 ms [2022-04-11 00:32:23 main:574] : INFO : Epoch 1553 | loss: 0.0311925 | val_loss: 0.0311957 | Time: 5450.18 ms [2022-04-11 00:32:28 main:574] : INFO : Epoch 1554 | loss: 0.0311937 | val_loss: 0.031193 | Time: 5493.29 ms [2022-04-11 00:32:34 main:574] : INFO : Epoch 1555 | loss: 0.031193 | val_loss: 0.0311953 | Time: 5534.84 ms [2022-04-11 00:32:40 main:574] : INFO : Epoch 1556 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 5647.2 ms [2022-04-11 00:32:45 main:574] : INFO : Epoch 1557 | loss: 0.0311922 | val_loss: 0.0311933 | Time: 5542.47 ms [2022-04-11 00:32:51 main:574] : INFO : Epoch 1558 | loss: 0.031192 | val_loss: 0.031193 | Time: 5428.1 ms [2022-04-11 00:32:56 main:574] : INFO : Epoch 1559 | loss: 0.0311921 | val_loss: 0.0311936 | Time: 5615.49 ms [2022-04-11 00:33:02 main:574] : INFO : Epoch 1560 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 5510.24 ms [2022-04-11 00:33:07 main:574] : INFO : Epoch 1561 | loss: 0.0311924 | val_loss: 0.0311962 | Time: 5554.47 ms [2022-04-11 00:33:13 main:574] : INFO : Epoch 1562 | loss: 0.0311972 | val_loss: 0.0311953 | Time: 5545.41 ms [2022-04-11 00:33:19 main:574] : INFO : Epoch 1563 | loss: 0.0311989 | val_loss: 0.0311954 | Time: 5547.25 ms [2022-04-11 00:33:24 main:574] : INFO : Epoch 1564 | loss: 0.031199 | val_loss: 0.0311977 | Time: 5439.33 ms [2022-04-11 00:33:30 main:574] : INFO : Epoch 1565 | loss: 0.0311969 | val_loss: 0.0311935 | Time: 5539.52 ms [2022-04-11 00:33:35 main:574] : INFO : Epoch 1566 | loss: 0.031196 | val_loss: 0.0311937 | Time: 5475.96 ms [2022-04-11 00:33:41 main:574] : INFO : Epoch 1567 | loss: 0.031195 | val_loss: 0.0311942 | Time: 5494.08 ms [2022-04-11 00:33:46 main:574] : INFO : Epoch 1568 | loss: 0.0311972 | val_loss: 0.0311941 | Time: 5512.67 ms [2022-04-11 00:33:52 main:574] : INFO : Epoch 1569 | loss: 0.0311954 | val_loss: 0.031196 | Time: 5641.55 ms [2022-04-11 00:33:57 main:574] : INFO : Epoch 1570 | loss: 0.0311958 | val_loss: 0.0311937 | Time: 5522.64 ms [2022-04-11 00:34:03 main:574] : INFO : Epoch 1571 | loss: 0.0311939 | val_loss: 0.0311946 | Time: 5560.91 ms [2022-04-11 00:34:08 main:574] : INFO : Epoch 1572 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 5418.16 ms [2022-04-11 00:34:14 main:574] : INFO : Epoch 1573 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 5628.14 ms [2022-04-11 00:34:19 main:574] : INFO : Epoch 1574 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 5482.09 ms [2022-04-11 00:34:25 main:574] : INFO : Epoch 1575 | loss: 0.0311936 | val_loss: 0.031193 | Time: 5498.05 ms [2022-04-11 00:34:31 main:574] : INFO : Epoch 1576 | loss: 0.0311933 | val_loss: 0.0311933 | Time: 5606.41 ms [2022-04-11 00:34:36 main:574] : INFO : Epoch 1577 | loss: 0.0311936 | val_loss: 0.0311923 | Time: 5532.03 ms [2022-04-11 00:34:42 main:574] : INFO : Epoch 1578 | loss: 0.0311934 | val_loss: 0.0311921 | Time: 5637.89 ms [2022-04-11 00:34:47 main:574] : INFO : Epoch 1579 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 5619.69 ms [2022-04-11 00:34:53 main:574] : INFO : Epoch 1580 | loss: 0.0311926 | val_loss: 0.031193 | Time: 5660.7 ms [2022-04-11 00:34:59 main:574] : INFO : Epoch 1581 | loss: 0.0311932 | val_loss: 0.0311959 | Time: 5555.18 ms [2022-04-11 00:35:04 main:574] : INFO : Epoch 1582 | loss: 0.0311944 | val_loss: 0.0311983 | Time: 5553.78 ms [2022-04-11 00:35:10 main:574] : INFO : Epoch 1583 | loss: 0.0311964 | val_loss: 0.0311939 | Time: 5535.51 ms [2022-04-11 00:35:15 main:574] : INFO : Epoch 1584 | loss: 0.0311927 | val_loss: 0.031192 | Time: 5452.31 ms [2022-04-11 00:35:21 main:574] : INFO : Epoch 1585 | loss: 0.0311929 | val_loss: 0.0311949 | Time: 5516.28 ms [2022-04-11 00:35:26 main:574] : INFO : Epoch 1586 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 5470.89 ms [2022-04-11 00:35:32 main:574] : INFO : Epoch 1587 | loss: 0.0311925 | val_loss: 0.0311926 | Time: 5490.87 ms [2022-04-11 00:35:37 main:574] : INFO : Epoch 1588 | loss: 0.0311927 | val_loss: 0.0311926 | Time: 5584.94 ms [2022-04-11 00:35:43 main:574] : INFO : Epoch 1589 | loss: 0.0311924 | val_loss: 0.0311928 | Time: 5539.53 ms [2022-04-11 00:35:48 main:574] : INFO : Epoch 1590 | loss: 0.0311917 | val_loss: 0.0311925 | Time: 5552.03 ms [2022-04-11 00:35:54 main:574] : INFO : Epoch 1591 | loss: 0.031192 | val_loss: 0.0311949 | Time: 5610.49 ms [2022-04-11 00:36:00 main:574] : INFO : Epoch 1592 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 5705.65 ms [2022-04-11 00:36:05 main:574] : INFO : Epoch 1593 | loss: 0.031192 | val_loss: 0.0311922 | Time: 5637.01 ms [2022-04-11 00:36:11 main:574] : INFO : Epoch 1594 | loss: 0.0311917 | val_loss: 0.0311914 | Time: 5655.41 ms [2022-04-11 00:36:17 main:574] : INFO : Epoch 1595 | loss: 0.0311914 | val_loss: 0.0311925 | Time: 5577.93 ms [2022-04-11 00:36:22 main:574] : INFO : Epoch 1596 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 5523.92 ms [2022-04-11 00:36:28 main:574] : INFO : Epoch 1597 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 5593.3 ms [2022-04-11 00:36:33 main:574] : INFO : Epoch 1598 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 5541.91 ms [2022-04-11 00:36:39 main:574] : INFO : Epoch 1599 | loss: 0.0311913 | val_loss: 0.0311933 | Time: 5409.18 ms [2022-04-11 00:36:44 main:574] : INFO : Epoch 1600 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 5511.66 ms [2022-04-11 00:36:50 main:574] : INFO : Epoch 1601 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 5456.01 ms [2022-04-11 00:36:55 main:574] : INFO : Epoch 1602 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 5616.67 ms [2022-04-11 00:37:01 main:574] : INFO : Epoch 1603 | loss: 0.0311916 | val_loss: 0.031193 | Time: 5558.09 ms [2022-04-11 00:37:06 main:574] : INFO : Epoch 1604 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 5504.75 ms [2022-04-11 00:37:12 main:574] : INFO : Epoch 1605 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 5629.73 ms [2022-04-11 00:37:18 main:574] : INFO : Epoch 1606 | loss: 0.031191 | val_loss: 0.0311943 | Time: 5588.1 ms [2022-04-11 00:37:23 main:574] : INFO : Epoch 1607 | loss: 0.0311914 | val_loss: 0.0311928 | Time: 5496.8 ms [2022-04-11 00:37:29 main:574] : INFO : Epoch 1608 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 5470.86 ms [2022-04-11 00:37:34 main:574] : INFO : Epoch 1609 | loss: 0.0311945 | val_loss: 0.0312061 | Time: 5636.71 ms [2022-04-11 00:37:40 main:574] : INFO : Epoch 1610 | loss: 0.0311984 | val_loss: 0.0311968 | Time: 5441.17 ms [2022-04-11 00:37:45 main:574] : INFO : Epoch 1611 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 5502.96 ms [2022-04-11 00:37:51 main:574] : INFO : Epoch 1612 | loss: 0.0311954 | val_loss: 0.0311969 | Time: 5523.06 ms [2022-04-11 00:37:57 main:574] : INFO : Epoch 1613 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 5715.72 ms [2022-04-11 00:38:02 main:574] : INFO : Epoch 1614 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 5498.61 ms [2022-04-11 00:38:08 main:574] : INFO : Epoch 1615 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 5550.53 ms [2022-04-11 00:38:13 main:574] : INFO : Epoch 1616 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 5659.99 ms [2022-04-11 00:38:19 main:574] : INFO : Epoch 1617 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 5700.97 ms [2022-04-11 00:38:25 main:574] : INFO : Epoch 1618 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 5629.88 ms [2022-04-11 00:38:30 main:574] : INFO : Epoch 1619 | loss: 0.0311929 | val_loss: 0.0311968 | Time: 5567.26 ms [2022-04-11 00:38:36 main:574] : INFO : Epoch 1620 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 5551.63 ms [2022-04-11 00:38:41 main:574] : INFO : Epoch 1621 | loss: 0.0311929 | val_loss: 0.031195 | Time: 5547.93 ms [2022-04-11 00:38:47 main:574] : INFO : Epoch 1622 | loss: 0.0311923 | val_loss: 0.0311969 | Time: 5643.17 ms [2022-04-11 00:38:53 main:574] : INFO : Epoch 1623 | loss: 0.0311924 | val_loss: 0.0311953 | Time: 5628.11 ms [2022-04-11 00:38:58 main:574] : INFO : Epoch 1624 | loss: 0.031194 | val_loss: 0.0311945 | Time: 5446.3 ms [2022-04-11 00:39:04 main:574] : INFO : Epoch 1625 | loss: 0.031193 | val_loss: 0.0311941 | Time: 5556.87 ms [2022-04-11 00:39:09 main:574] : INFO : Epoch 1626 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 5480.79 ms [2022-04-11 00:39:15 main:574] : INFO : Epoch 1627 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 5483.78 ms [2022-04-11 00:39:20 main:574] : INFO : Epoch 1628 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 5555.39 ms [2022-04-11 00:39:26 main:574] : INFO : Epoch 1629 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 5564.99 ms [2022-04-11 00:39:31 main:574] : INFO : Epoch 1630 | loss: 0.0311918 | val_loss: 0.0311957 | Time: 5485.38 ms [2022-04-11 00:39:37 main:574] : INFO : Epoch 1631 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 5776.84 ms [2022-04-11 00:39:43 main:574] : INFO : Epoch 1632 | loss: 0.0311966 | val_loss: 0.0311985 | Time: 5434.05 ms [2022-04-11 00:39:48 main:574] : INFO : Epoch 1633 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 5504.89 ms [2022-04-11 00:39:54 main:574] : INFO : Epoch 1634 | loss: 0.0311942 | val_loss: 0.0311954 | Time: 5681.84 ms [2022-04-11 00:39:59 main:574] : INFO : Epoch 1635 | loss: 0.0311933 | val_loss: 0.031195 | Time: 5509.79 ms [2022-04-11 00:40:05 main:574] : INFO : Epoch 1636 | loss: 0.0311946 | val_loss: 0.0311974 | Time: 5555.17 ms [2022-04-11 00:40:10 main:574] : INFO : Epoch 1637 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 5499.82 ms [2022-04-11 00:40:16 main:574] : INFO : Epoch 1638 | loss: 0.0311938 | val_loss: 0.0311972 | Time: 5566.81 ms [2022-04-11 00:40:22 main:574] : INFO : Epoch 1639 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 5510 ms [2022-04-11 00:40:27 main:574] : INFO : Epoch 1640 | loss: 0.0311924 | val_loss: 0.0311974 | Time: 5664.45 ms [2022-04-11 00:40:33 main:574] : INFO : Epoch 1641 | loss: 0.0311946 | val_loss: 0.0311952 | Time: 5477.14 ms [2022-04-11 00:40:38 main:574] : INFO : Epoch 1642 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 5699.2 ms [2022-04-11 00:40:44 main:574] : INFO : Epoch 1643 | loss: 0.0311927 | val_loss: 0.0311989 | Time: 5454.99 ms [2022-04-11 00:40:49 main:574] : INFO : Epoch 1644 | loss: 0.0311932 | val_loss: 0.0311964 | Time: 5396.42 ms [2022-04-11 00:40:55 main:574] : INFO : Epoch 1645 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 5530.54 ms [2022-04-11 00:41:00 main:574] : INFO : Epoch 1646 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 5544.02 ms [2022-04-11 00:41:06 main:574] : INFO : Epoch 1647 | loss: 0.0311924 | val_loss: 0.0311954 | Time: 5544.46 ms [2022-04-11 00:41:11 main:574] : INFO : Epoch 1648 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 5390 ms [2022-04-11 00:41:17 main:574] : INFO : Epoch 1649 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 5733.54 ms [2022-04-11 00:41:23 main:574] : INFO : Epoch 1650 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 5359.33 ms [2022-04-11 00:41:28 main:574] : INFO : Epoch 1651 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 5525.17 ms [2022-04-11 00:41:34 main:574] : INFO : Epoch 1652 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 5505.41 ms [2022-04-11 00:41:39 main:574] : INFO : Epoch 1653 | loss: 0.0311931 | val_loss: 0.0311972 | Time: 5657.5 ms [2022-04-11 00:41:45 main:574] : INFO : Epoch 1654 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 5513.85 ms [2022-04-11 00:41:50 main:574] : INFO : Epoch 1655 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 5538.99 ms [2022-04-11 00:41:56 main:574] : INFO : Epoch 1656 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 5589.95 ms [2022-04-11 00:42:01 main:574] : INFO : Epoch 1657 | loss: 0.0311944 | val_loss: 0.0311948 | Time: 5481.06 ms [2022-04-11 00:42:07 main:574] : INFO : Epoch 1658 | loss: 0.031195 | val_loss: 0.031196 | Time: 5459.92 ms [2022-04-11 00:42:12 main:574] : INFO : Epoch 1659 | loss: 0.0311921 | val_loss: 0.0311954 | Time: 5514.31 ms [2022-04-11 00:42:18 main:574] : INFO : Epoch 1660 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 5620.65 ms [2022-04-11 00:42:24 main:574] : INFO : Epoch 1661 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 5475.03 ms [2022-04-11 00:42:29 main:574] : INFO : Epoch 1662 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 5639.99 ms [2022-04-11 00:42:35 main:574] : INFO : Epoch 1663 | loss: 0.0311909 | val_loss: 0.0311943 | Time: 5562.29 ms [2022-04-11 00:42:41 main:574] : INFO : Epoch 1664 | loss: 0.0311912 | val_loss: 0.031194 | Time: 5705.67 ms [2022-04-11 00:42:46 main:574] : INFO : Epoch 1665 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 5673.66 ms [2022-04-11 00:42:52 main:574] : INFO : Epoch 1666 | loss: 0.0311909 | val_loss: 0.0311937 | Time: 5599.47 ms [2022-04-11 00:42:58 main:574] : INFO : Epoch 1667 | loss: 0.0311926 | val_loss: 0.0311956 | Time: 5747.91 ms [2022-04-11 00:43:03 main:574] : INFO : Epoch 1668 | loss: 0.0311915 | val_loss: 0.0311934 | Time: 5505.85 ms [2022-04-11 00:43:09 main:574] : INFO : Epoch 1669 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 5580.85 ms [2022-04-11 00:43:14 main:574] : INFO : Epoch 1670 | loss: 0.031191 | val_loss: 0.0311934 | Time: 5545.3 ms [2022-04-11 00:43:20 main:574] : INFO : Epoch 1671 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 5463.42 ms [2022-04-11 00:43:25 main:574] : INFO : Epoch 1672 | loss: 0.0311908 | val_loss: 0.0311949 | Time: 5512.16 ms [2022-04-11 00:43:31 main:574] : INFO : Epoch 1673 | loss: 0.0311924 | val_loss: 0.031197 | Time: 5753.61 ms [2022-04-11 00:43:37 main:574] : INFO : Epoch 1674 | loss: 0.0311909 | val_loss: 0.0311943 | Time: 5583.96 ms [2022-04-11 00:43:42 main:574] : INFO : Epoch 1675 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 5528.67 ms [2022-04-11 00:43:48 main:574] : INFO : Epoch 1676 | loss: 0.0311907 | val_loss: 0.0311927 | Time: 5482.29 ms [2022-04-11 00:43:53 main:574] : INFO : Epoch 1677 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 5579.86 ms [2022-04-11 00:43:59 main:574] : INFO : Epoch 1678 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 5533.8 ms [2022-04-11 00:44:04 main:574] : INFO : Epoch 1679 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 5523.82 ms [2022-04-11 00:44:10 main:574] : INFO : Epoch 1680 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 5639.94 ms [2022-04-11 00:44:15 main:574] : INFO : Epoch 1681 | loss: 0.0311893 | val_loss: 0.031193 | Time: 5463.54 ms [2022-04-11 00:44:21 main:574] : INFO : Epoch 1682 | loss: 0.031194 | val_loss: 0.0311991 | Time: 5599.54 ms [2022-04-11 00:44:27 main:574] : INFO : Epoch 1683 | loss: 0.0311939 | val_loss: 0.0311962 | Time: 5602.32 ms [2022-04-11 00:44:32 main:574] : INFO : Epoch 1684 | loss: 0.0311939 | val_loss: 0.031194 | Time: 5530.62 ms [2022-04-11 00:44:38 main:574] : INFO : Epoch 1685 | loss: 0.0311962 | val_loss: 0.0311973 | Time: 5469.28 ms [2022-04-11 00:44:43 main:574] : INFO : Epoch 1686 | loss: 0.0311946 | val_loss: 0.0312004 | Time: 5555.81 ms [2022-04-11 00:44:49 main:574] : INFO : Epoch 1687 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 5477.54 ms [2022-04-11 00:44:54 main:574] : INFO : Epoch 1688 | loss: 0.0311921 | val_loss: 0.031194 | Time: 5686.74 ms [2022-04-11 00:45:00 main:574] : INFO : Epoch 1689 | loss: 0.031192 | val_loss: 0.0311931 | Time: 5539.09 ms [2022-04-11 00:45:06 main:574] : INFO : Epoch 1690 | loss: 0.031191 | val_loss: 0.0311943 | Time: 5488.01 ms [2022-04-11 00:45:11 main:574] : INFO : Epoch 1691 | loss: 0.031192 | val_loss: 0.031193 | Time: 5596.3 ms [2022-04-11 00:45:17 main:574] : INFO : Epoch 1692 | loss: 0.0311941 | val_loss: 0.031194 | Time: 5665.3 ms [2022-04-11 00:45:22 main:574] : INFO : Epoch 1693 | loss: 0.0311943 | val_loss: 0.0312038 | Time: 5460.97 ms [2022-04-11 00:45:28 main:574] : INFO : Epoch 1694 | loss: 0.0311927 | val_loss: 0.0311964 | Time: 5572.26 ms [2022-04-11 00:45:34 main:574] : INFO : Epoch 1695 | loss: 0.031191 | val_loss: 0.0311931 | Time: 5583.36 ms [2022-04-11 00:45:39 main:574] : INFO : Epoch 1696 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 5603.24 ms [2022-04-11 00:45:45 main:574] : INFO : Epoch 1697 | loss: 0.0311895 | val_loss: 0.0311937 | Time: 5677.5 ms [2022-04-11 00:46:01 main:574] : INFO : Epoch 1698 | loss: 0.0311903 | val_loss: 0.0311933 | Time: 15690.1 ms [2022-04-11 00:46:06 main:574] : INFO : Epoch 1699 | loss: 0.0311902 | val_loss: 0.031194 | Time: 5587.72 ms [2022-04-11 00:46:12 main:574] : INFO : Epoch 1700 | loss: 0.0311909 | val_loss: 0.0311964 | Time: 5661.75 ms [2022-04-11 00:46:17 main:574] : INFO : Epoch 1701 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 5504.96 ms [2022-04-11 00:46:23 main:574] : INFO : Epoch 1702 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 5597.77 ms [2022-04-11 00:46:28 main:574] : INFO : Epoch 1703 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 5513.62 ms [2022-04-11 00:46:34 main:574] : INFO : Epoch 1704 | loss: 0.0311891 | val_loss: 0.0311983 | Time: 5601.1 ms [2022-04-11 00:46:40 main:574] : INFO : Epoch 1705 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 5537.7 ms [2022-04-11 00:46:45 main:574] : INFO : Epoch 1706 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 5700.49 ms [2022-04-11 00:46:51 main:574] : INFO : Epoch 1707 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 5603.73 ms [2022-04-11 00:46:57 main:574] : INFO : Epoch 1708 | loss: 0.0311896 | val_loss: 0.0311918 | Time: 5637.15 ms [2022-04-11 00:47:02 main:574] : INFO : Epoch 1709 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 5669.03 ms [2022-04-11 00:47:08 main:574] : INFO : Epoch 1710 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 5558.64 ms [2022-04-11 00:47:13 main:574] : INFO : Epoch 1711 | loss: 0.0311886 | val_loss: 0.0311963 | Time: 5569.8 ms [2022-04-11 00:47:19 main:574] : INFO : Epoch 1712 | loss: 0.031189 | val_loss: 0.0311921 | Time: 5589.72 ms [2022-04-11 00:47:25 main:574] : INFO : Epoch 1713 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 5597.57 ms [2022-04-11 00:47:30 main:574] : INFO : Epoch 1714 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 5569.45 ms [2022-04-11 00:47:36 main:574] : INFO : Epoch 1715 | loss: 0.0311889 | val_loss: 0.0311922 | Time: 5508.36 ms [2022-04-11 00:47:41 main:574] : INFO : Epoch 1716 | loss: 0.0311926 | val_loss: 0.0311924 | Time: 5558.21 ms [2022-04-11 00:47:46 main:574] : INFO : Epoch 1717 | loss: 0.0311908 | val_loss: 0.0311914 | Time: 4846.63 ms [2022-04-11 00:47:51 main:574] : INFO : Epoch 1718 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 4324.71 ms [2022-04-11 00:47:55 main:574] : INFO : Epoch 1719 | loss: 0.0311888 | val_loss: 0.0311925 | Time: 4305.31 ms [2022-04-11 00:47:59 main:574] : INFO : Epoch 1720 | loss: 0.031189 | val_loss: 0.031193 | Time: 4303.47 ms [2022-04-11 00:48:03 main:574] : INFO : Epoch 1721 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 4241.88 ms [2022-04-11 00:48:08 main:574] : INFO : Epoch 1722 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 4261.3 ms [2022-04-11 00:48:12 main:574] : INFO : Epoch 1723 | loss: 0.0311884 | val_loss: 0.031192 | Time: 4284.96 ms [2022-04-11 00:48:16 main:574] : INFO : Epoch 1724 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 4386.97 ms [2022-04-11 00:48:21 main:574] : INFO : Epoch 1725 | loss: 0.0311887 | val_loss: 0.0311926 | Time: 4346.7 ms [2022-04-11 00:48:25 main:574] : INFO : Epoch 1726 | loss: 0.031188 | val_loss: 0.0311918 | Time: 4299.01 ms [2022-04-11 00:48:29 main:574] : INFO : Epoch 1727 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 4349.33 ms [2022-04-11 00:48:34 main:574] : INFO : Epoch 1728 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 4300.39 ms [2022-04-11 00:48:38 main:574] : INFO : Epoch 1729 | loss: 0.0311894 | val_loss: 0.0311933 | Time: 4293.24 ms [2022-04-11 00:48:42 main:574] : INFO : Epoch 1730 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 4280.67 ms [2022-04-11 00:48:47 main:574] : INFO : Epoch 1731 | loss: 0.0311879 | val_loss: 0.031194 | Time: 4293.42 ms [2022-04-11 00:48:51 main:574] : INFO : Epoch 1732 | loss: 0.0311871 | val_loss: 0.0311923 | Time: 4286.09 ms [2022-04-11 00:48:55 main:574] : INFO : Epoch 1733 | loss: 0.0311882 | val_loss: 0.0311911 | Time: 4336.48 ms [2022-04-11 00:48:59 main:574] : INFO : Epoch 1734 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 4301.34 ms [2022-04-11 00:49:04 main:574] : INFO : Epoch 1735 | loss: 0.0311883 | val_loss: 0.0311911 | Time: 4298.44 ms [2022-04-11 00:49:08 main:574] : INFO : Epoch 1736 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 4280.03 ms [2022-04-11 00:49:12 main:574] : INFO : Epoch 1737 | loss: 0.031188 | val_loss: 0.0311918 | Time: 4415.45 ms [2022-04-11 00:49:17 main:574] : INFO : Epoch 1738 | loss: 0.031189 | val_loss: 0.0311938 | Time: 4337.71 ms [2022-04-11 00:49:21 main:574] : INFO : Epoch 1739 | loss: 0.0311903 | val_loss: 0.0311948 | Time: 4390.7 ms [2022-04-11 00:49:26 main:574] : INFO : Epoch 1740 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 4361.36 ms [2022-04-11 00:49:30 main:574] : INFO : Epoch 1741 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 4329.88 ms [2022-04-11 00:49:34 main:574] : INFO : Epoch 1742 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 4263.31 ms [2022-04-11 00:49:38 main:574] : INFO : Epoch 1743 | loss: 0.0311884 | val_loss: 0.0311942 | Time: 4260.6 ms [2022-04-11 00:49:43 main:574] : INFO : Epoch 1744 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 4284.02 ms [2022-04-11 00:49:47 main:574] : INFO : Epoch 1745 | loss: 0.0311904 | val_loss: 0.0311931 | Time: 4291.09 ms [2022-04-11 00:49:51 main:574] : INFO : Epoch 1746 | loss: 0.0311889 | val_loss: 0.0311926 | Time: 4286.84 ms [2022-04-11 00:49:56 main:574] : INFO : Epoch 1747 | loss: 0.0311887 | val_loss: 0.0311933 | Time: 4285.49 ms [2022-04-11 00:50:00 main:574] : INFO : Epoch 1748 | loss: 0.0311891 | val_loss: 0.0311947 | Time: 4331.18 ms [2022-04-11 00:50:04 main:574] : INFO : Epoch 1749 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 4263 ms [2022-04-11 00:50:08 main:574] : INFO : Epoch 1750 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 4224.14 ms [2022-04-11 00:50:13 main:574] : INFO : Epoch 1751 | loss: 0.0311897 | val_loss: 0.0311919 | Time: 4191.79 ms [2022-04-11 00:50:17 main:574] : INFO : Epoch 1752 | loss: 0.031188 | val_loss: 0.0311929 | Time: 4232.06 ms [2022-04-11 00:50:21 main:574] : INFO : Epoch 1753 | loss: 0.0311892 | val_loss: 0.0311962 | Time: 4209.49 ms [2022-04-11 00:50:25 main:574] : INFO : Epoch 1754 | loss: 0.0311881 | val_loss: 0.031192 | Time: 4217.19 ms [2022-04-11 00:50:30 main:574] : INFO : Epoch 1755 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 4359.84 ms [2022-04-11 00:50:34 main:574] : INFO : Epoch 1756 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 4216.02 ms [2022-04-11 00:50:38 main:574] : INFO : Epoch 1757 | loss: 0.031188 | val_loss: 0.0311948 | Time: 4247.38 ms [2022-04-11 00:50:42 main:574] : INFO : Epoch 1758 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 4142.7 ms [2022-04-11 00:50:46 main:574] : INFO : Epoch 1759 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 4154.32 ms [2022-04-11 00:50:51 main:574] : INFO : Epoch 1760 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 4130.69 ms [2022-04-11 00:50:55 main:574] : INFO : Epoch 1761 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 4181.33 ms [2022-04-11 00:50:59 main:574] : INFO : Epoch 1762 | loss: 0.0311866 | val_loss: 0.0311925 | Time: 4188.02 ms [2022-04-11 00:51:03 main:574] : INFO : Epoch 1763 | loss: 0.031187 | val_loss: 0.0311924 | Time: 4139.69 ms [2022-04-11 00:51:07 main:574] : INFO : Epoch 1764 | loss: 0.031187 | val_loss: 0.0311922 | Time: 4186.27 ms [2022-04-11 00:51:11 main:574] : INFO : Epoch 1765 | loss: 0.0311864 | val_loss: 0.0311925 | Time: 4151.45 ms [2022-04-11 00:51:16 main:574] : INFO : Epoch 1766 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 4205.69 ms [2022-04-11 00:51:20 main:574] : INFO : Epoch 1767 | loss: 0.0311904 | val_loss: 0.0312025 | Time: 4222.53 ms [2022-04-11 00:51:24 main:574] : INFO : Epoch 1768 | loss: 0.0311966 | val_loss: 0.0311965 | Time: 4163.03 ms [2022-04-11 00:51:28 main:574] : INFO : Epoch 1769 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 4222.59 ms [2022-04-11 00:51:33 main:574] : INFO : Epoch 1770 | loss: 0.0311882 | val_loss: 0.0311969 | Time: 4236.76 ms [2022-04-11 00:51:37 main:574] : INFO : Epoch 1771 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 4353.15 ms [2022-04-11 00:51:41 main:574] : INFO : Epoch 1772 | loss: 0.0311874 | val_loss: 0.031193 | Time: 4245.13 ms [2022-04-11 00:51:45 main:574] : INFO : Epoch 1773 | loss: 0.0311868 | val_loss: 0.0311969 | Time: 4293.09 ms [2022-04-11 00:51:50 main:574] : INFO : Epoch 1774 | loss: 0.0311891 | val_loss: 0.031193 | Time: 4234.91 ms [2022-04-11 00:51:54 main:574] : INFO : Epoch 1775 | loss: 0.031188 | val_loss: 0.0311936 | Time: 4172.77 ms [2022-04-11 00:51:58 main:574] : INFO : Epoch 1776 | loss: 0.0311897 | val_loss: 0.0312024 | Time: 4302.85 ms [2022-04-11 00:52:02 main:574] : INFO : Epoch 1777 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 4268.39 ms [2022-04-11 00:52:07 main:574] : INFO : Epoch 1778 | loss: 0.0311881 | val_loss: 0.0311993 | Time: 4248.13 ms [2022-04-11 00:52:11 main:574] : INFO : Epoch 1779 | loss: 0.0311885 | val_loss: 0.0311967 | Time: 4202.27 ms [2022-04-11 00:52:15 main:574] : INFO : Epoch 1780 | loss: 0.031187 | val_loss: 0.0311918 | Time: 4202.21 ms [2022-04-11 00:52:19 main:574] : INFO : Epoch 1781 | loss: 0.0311864 | val_loss: 0.031192 | Time: 4201.28 ms [2022-04-11 00:52:24 main:574] : INFO : Epoch 1782 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 4170.24 ms [2022-04-11 00:52:28 main:574] : INFO : Epoch 1783 | loss: 0.031186 | val_loss: 0.0311925 | Time: 4205.36 ms [2022-04-11 00:52:32 main:574] : INFO : Epoch 1784 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 4218.99 ms [2022-04-11 00:52:36 main:574] : INFO : Epoch 1785 | loss: 0.031188 | val_loss: 0.0311947 | Time: 4212.42 ms [2022-04-11 00:52:40 main:574] : INFO : Epoch 1786 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 4234.08 ms [2022-04-11 00:52:45 main:574] : INFO : Epoch 1787 | loss: 0.0311865 | val_loss: 0.0311917 | Time: 4407.82 ms [2022-04-11 00:52:49 main:574] : INFO : Epoch 1788 | loss: 0.0311859 | val_loss: 0.0311924 | Time: 4215.22 ms [2022-04-11 00:52:53 main:574] : INFO : Epoch 1789 | loss: 0.031187 | val_loss: 0.0311995 | Time: 4193.73 ms [2022-04-11 00:52:57 main:574] : INFO : Epoch 1790 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 4186.75 ms [2022-04-11 00:53:02 main:574] : INFO : Epoch 1791 | loss: 0.0311857 | val_loss: 0.0311923 | Time: 4237.21 ms [2022-04-11 00:53:06 main:574] : INFO : Epoch 1792 | loss: 0.0311878 | val_loss: 0.0311948 | Time: 4151.42 ms [2022-04-11 00:53:10 main:574] : INFO : Epoch 1793 | loss: 0.0311885 | val_loss: 0.0311907 | Time: 4205.27 ms [2022-04-11 00:53:14 main:574] : INFO : Epoch 1794 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 4194.7 ms [2022-04-11 00:53:19 main:574] : INFO : Epoch 1795 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 4235.24 ms [2022-04-11 00:53:23 main:574] : INFO : Epoch 1796 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 4233.22 ms [2022-04-11 00:53:27 main:574] : INFO : Epoch 1797 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 4142.79 ms [2022-04-11 00:53:31 main:574] : INFO : Epoch 1798 | loss: 0.0311872 | val_loss: 0.0311911 | Time: 4193.11 ms [2022-04-11 00:53:35 main:574] : INFO : Epoch 1799 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 4177.99 ms [2022-04-11 00:53:39 main:574] : INFO : Epoch 1800 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 4052 ms [2022-04-11 00:53:43 main:574] : INFO : Epoch 1801 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 4086.41 ms [2022-04-11 00:53:48 main:574] : INFO : Epoch 1802 | loss: 0.0311854 | val_loss: 0.0311899 | Time: 4185.48 ms [2022-04-11 00:53:52 main:574] : INFO : Epoch 1803 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 4174.62 ms [2022-04-11 00:53:56 main:574] : INFO : Epoch 1804 | loss: 0.0311859 | val_loss: 0.0311922 | Time: 4097.21 ms [2022-04-11 00:54:00 main:574] : INFO : Epoch 1805 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 4129.51 ms [2022-04-11 00:54:04 main:574] : INFO : Epoch 1806 | loss: 0.0311864 | val_loss: 0.03119 | Time: 4199.95 ms [2022-04-11 00:54:09 main:574] : INFO : Epoch 1807 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 4285.87 ms [2022-04-11 00:54:13 main:574] : INFO : Epoch 1808 | loss: 0.0311855 | val_loss: 0.031191 | Time: 4301.69 ms [2022-04-11 00:54:17 main:574] : INFO : Epoch 1809 | loss: 0.031187 | val_loss: 0.0311922 | Time: 4337.19 ms [2022-04-11 00:54:22 main:574] : INFO : Epoch 1810 | loss: 0.0311863 | val_loss: 0.0311946 | Time: 4552.86 ms [2022-04-11 00:54:26 main:574] : INFO : Epoch 1811 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 4332.36 ms [2022-04-11 00:54:30 main:574] : INFO : Epoch 1812 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 4305.33 ms [2022-04-11 00:54:35 main:574] : INFO : Epoch 1813 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 4282.83 ms [2022-04-11 00:54:39 main:574] : INFO : Epoch 1814 | loss: 0.031185 | val_loss: 0.0311919 | Time: 4171.35 ms [2022-04-11 00:54:43 main:574] : INFO : Epoch 1815 | loss: 0.031186 | val_loss: 0.0311942 | Time: 4089.62 ms [2022-04-11 00:54:47 main:574] : INFO : Epoch 1816 | loss: 0.0311872 | val_loss: 0.031192 | Time: 4176.5 ms [2022-04-11 00:54:51 main:574] : INFO : Epoch 1817 | loss: 0.031187 | val_loss: 0.0311902 | Time: 4097.46 ms [2022-04-11 00:54:55 main:574] : INFO : Epoch 1818 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 4154.5 ms [2022-04-11 00:54:59 main:574] : INFO : Epoch 1819 | loss: 0.0311848 | val_loss: 0.0311895 | Time: 4038.87 ms [2022-04-11 00:55:04 main:574] : INFO : Epoch 1820 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 4064.13 ms [2022-04-11 00:55:07 main:574] : INFO : Epoch 1821 | loss: 0.031184 | val_loss: 0.0311903 | Time: 3946.47 ms [2022-04-11 00:55:12 main:574] : INFO : Epoch 1822 | loss: 0.0311842 | val_loss: 0.0311904 | Time: 4025.42 ms [2022-04-11 00:55:16 main:574] : INFO : Epoch 1823 | loss: 0.0311835 | val_loss: 0.0311899 | Time: 4005.58 ms [2022-04-11 00:55:19 main:574] : INFO : Epoch 1824 | loss: 0.0311841 | val_loss: 0.0311916 | Time: 3939.33 ms [2022-04-11 00:55:23 main:574] : INFO : Epoch 1825 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 3995.65 ms [2022-04-11 00:55:27 main:574] : INFO : Epoch 1826 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 3992.56 ms [2022-04-11 00:55:31 main:574] : INFO : Epoch 1827 | loss: 0.0311841 | val_loss: 0.0311934 | Time: 4031.75 ms [2022-04-11 00:55:36 main:574] : INFO : Epoch 1828 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 4072.53 ms [2022-04-11 00:55:40 main:574] : INFO : Epoch 1829 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 3988.21 ms [2022-04-11 00:55:44 main:574] : INFO : Epoch 1830 | loss: 0.0311868 | val_loss: 0.0311956 | Time: 3972.64 ms [2022-04-11 00:55:47 main:574] : INFO : Epoch 1831 | loss: 0.0311845 | val_loss: 0.0311905 | Time: 3944.38 ms [2022-04-11 00:55:51 main:574] : INFO : Epoch 1832 | loss: 0.0311841 | val_loss: 0.0311921 | Time: 3960.26 ms [2022-04-11 00:55:55 main:574] : INFO : Epoch 1833 | loss: 0.0311839 | val_loss: 0.0311918 | Time: 3979.24 ms [2022-04-11 00:55:59 main:574] : INFO : Epoch 1834 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 3935.66 ms [2022-04-11 00:56:04 main:574] : INFO : Epoch 1835 | loss: 0.0311831 | val_loss: 0.0311934 | Time: 4131.42 ms [2022-04-11 00:56:08 main:574] : INFO : Epoch 1836 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 4025.53 ms [2022-04-11 00:56:12 main:574] : INFO : Epoch 1837 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 3959.97 ms [2022-04-11 00:56:15 main:574] : INFO : Epoch 1838 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 3968.19 ms [2022-04-11 00:56:19 main:574] : INFO : Epoch 1839 | loss: 0.031185 | val_loss: 0.0311905 | Time: 3964.94 ms [2022-04-11 00:56:23 main:574] : INFO : Epoch 1840 | loss: 0.0311837 | val_loss: 0.0311906 | Time: 3957.21 ms [2022-04-11 00:56:27 main:574] : INFO : Epoch 1841 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 3999.54 ms [2022-04-11 00:56:31 main:574] : INFO : Epoch 1842 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 3993.72 ms [2022-04-11 00:56:35 main:574] : INFO : Epoch 1843 | loss: 0.0311824 | val_loss: 0.0311898 | Time: 3954.66 ms [2022-04-11 00:56:39 main:574] : INFO : Epoch 1844 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 4003 ms [2022-04-11 00:56:43 main:574] : INFO : Epoch 1845 | loss: 0.0311829 | val_loss: 0.0311896 | Time: 3984.46 ms [2022-04-11 00:56:47 main:574] : INFO : Epoch 1846 | loss: 0.0311834 | val_loss: 0.0311916 | Time: 3990.1 ms [2022-04-11 00:56:51 main:574] : INFO : Epoch 1847 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 3995.68 ms [2022-04-11 00:56:55 main:574] : INFO : Epoch 1848 | loss: 0.0311826 | val_loss: 0.0311918 | Time: 4007.5 ms [2022-04-11 00:56:59 main:574] : INFO : Epoch 1849 | loss: 0.0311851 | val_loss: 0.0311968 | Time: 3937.2 ms [2022-04-11 00:57:03 main:574] : INFO : Epoch 1850 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 3976.06 ms [2022-04-11 00:57:07 main:574] : INFO : Epoch 1851 | loss: 0.0311842 | val_loss: 0.0311908 | Time: 4043.21 ms [2022-04-11 00:57:11 main:574] : INFO : Epoch 1852 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 4097.26 ms [2022-04-11 00:57:15 main:574] : INFO : Epoch 1853 | loss: 0.0311838 | val_loss: 0.0311909 | Time: 3972 ms [2022-04-11 00:57:19 main:574] : INFO : Epoch 1854 | loss: 0.0311842 | val_loss: 0.0311902 | Time: 3941.03 ms [2022-04-11 00:57:23 main:574] : INFO : Epoch 1855 | loss: 0.031188 | val_loss: 0.0312056 | Time: 3991.78 ms [2022-04-11 00:57:27 main:574] : INFO : Epoch 1856 | loss: 0.0340587 | val_loss: 0.0384276 | Time: 3978.84 ms [2022-04-11 00:57:31 main:574] : INFO : Epoch 1857 | loss: 0.0350326 | val_loss: 0.0319711 | Time: 3948.37 ms [2022-04-11 00:57:35 main:574] : INFO : Epoch 1858 | loss: 0.0339526 | val_loss: 0.0319351 | Time: 3964.86 ms [2022-04-11 00:57:39 main:574] : INFO : Epoch 1859 | loss: 0.0315149 | val_loss: 0.0313535 | Time: 3977.02 ms [2022-04-11 00:57:43 main:574] : INFO : Epoch 1860 | loss: 0.0312917 | val_loss: 0.0312649 | Time: 4059.22 ms [2022-04-11 00:57:47 main:574] : INFO : Epoch 1861 | loss: 0.031259 | val_loss: 0.0312527 | Time: 4009.28 ms [2022-04-11 00:57:51 main:574] : INFO : Epoch 1862 | loss: 0.0312523 | val_loss: 0.0312512 | Time: 3969.71 ms [2022-04-11 00:57:55 main:574] : INFO : Epoch 1863 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3950.53 ms [2022-04-11 00:57:59 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4077.88 ms [2022-04-11 00:58:03 main:574] : INFO : Epoch 1865 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 3964.01 ms [2022-04-11 00:58:07 main:574] : INFO : Epoch 1866 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 4004.24 ms [2022-04-11 00:58:11 main:574] : INFO : Epoch 1867 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3993.1 ms [2022-04-11 00:58:15 main:574] : INFO : Epoch 1868 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 4162.77 ms [2022-04-11 00:58:20 main:574] : INFO : Epoch 1869 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 4089.47 ms [2022-04-11 00:58:24 main:574] : INFO : Epoch 1870 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 3976.7 ms [2022-04-11 00:58:28 main:574] : INFO : Epoch 1871 | loss: 0.0312478 | val_loss: 0.031248 | Time: 4095.89 ms [2022-04-11 00:58:32 main:574] : INFO : Epoch 1872 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 4037.65 ms [2022-04-11 00:58:36 main:574] : INFO : Epoch 1873 | loss: 0.0312466 | val_loss: 0.0312479 | Time: 3940.11 ms [2022-04-11 00:58:40 main:574] : INFO : Epoch 1874 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 4027.47 ms [2022-04-11 00:58:44 main:574] : INFO : Epoch 1875 | loss: 0.0312458 | val_loss: 0.031246 | Time: 4063.51 ms [2022-04-11 00:58:48 main:574] : INFO : Epoch 1876 | loss: 0.0312446 | val_loss: 0.031245 | Time: 3967.68 ms [2022-04-11 00:58:52 main:574] : INFO : Epoch 1877 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 3957.21 ms [2022-04-11 00:58:56 main:574] : INFO : Epoch 1878 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 3993.23 ms [2022-04-11 00:59:00 main:574] : INFO : Epoch 1879 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 4055.8 ms [2022-04-11 00:59:04 main:574] : INFO : Epoch 1880 | loss: 0.0312393 | val_loss: 0.0312396 | Time: 4031.3 ms [2022-04-11 00:59:08 main:574] : INFO : Epoch 1881 | loss: 0.031238 | val_loss: 0.0312381 | Time: 4027.26 ms [2022-04-11 00:59:12 main:574] : INFO : Epoch 1882 | loss: 0.0312356 | val_loss: 0.0312345 | Time: 4040.05 ms [2022-04-11 00:59:16 main:574] : INFO : Epoch 1883 | loss: 0.0312314 | val_loss: 0.0312285 | Time: 4062.87 ms [2022-04-11 00:59:20 main:574] : INFO : Epoch 1884 | loss: 0.0312266 | val_loss: 0.0312236 | Time: 4071.58 ms [2022-04-11 00:59:24 main:574] : INFO : Epoch 1885 | loss: 0.0312227 | val_loss: 0.0312195 | Time: 4130.68 ms [2022-04-11 00:59:28 main:574] : INFO : Epoch 1886 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 4016.36 ms [2022-04-11 00:59:32 main:574] : INFO : Epoch 1887 | loss: 0.0312171 | val_loss: 0.0312157 | Time: 4068.85 ms [2022-04-11 00:59:36 main:574] : INFO : Epoch 1888 | loss: 0.0312161 | val_loss: 0.0312147 | Time: 4039.03 ms [2022-04-11 00:59:40 main:574] : INFO : Epoch 1889 | loss: 0.031215 | val_loss: 0.031214 | Time: 3978.35 ms [2022-04-11 00:59:44 main:574] : INFO : Epoch 1890 | loss: 0.0312145 | val_loss: 0.0312135 | Time: 4043.44 ms [2022-04-11 00:59:48 main:574] : INFO : Epoch 1891 | loss: 0.0312134 | val_loss: 0.0312128 | Time: 4021.7 ms [2022-04-11 00:59:52 main:574] : INFO : Epoch 1892 | loss: 0.0312127 | val_loss: 0.0312134 | Time: 4109.68 ms [2022-04-11 00:59:56 main:574] : INFO : Epoch 1893 | loss: 0.0312116 | val_loss: 0.0312096 | Time: 3981.32 ms [2022-04-11 01:00:01 main:574] : INFO : Epoch 1894 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 4080.2 ms [2022-04-11 01:00:05 main:574] : INFO : Epoch 1895 | loss: 0.0312082 | val_loss: 0.0312059 | Time: 4020.49 ms [2022-04-11 01:00:09 main:574] : INFO : Epoch 1896 | loss: 0.031207 | val_loss: 0.0312051 | Time: 3976.18 ms [2022-04-11 01:00:13 main:574] : INFO : Epoch 1897 | loss: 0.0312062 | val_loss: 0.0312042 | Time: 4098.55 ms [2022-04-11 01:00:17 main:574] : INFO : Epoch 1898 | loss: 0.0312058 | val_loss: 0.0312038 | Time: 4023.66 ms [2022-04-11 01:00:21 main:574] : INFO : Epoch 1899 | loss: 0.031205 | val_loss: 0.0312032 | Time: 4019.18 ms [2022-04-11 01:00:25 main:574] : INFO : Epoch 1900 | loss: 0.0312048 | val_loss: 0.0312025 | Time: 4005.55 ms [2022-04-11 01:00:29 main:574] : INFO : Epoch 1901 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 4120.12 ms [2022-04-11 01:00:33 main:574] : INFO : Epoch 1902 | loss: 0.0312053 | val_loss: 0.0312018 | Time: 4152.36 ms [2022-04-11 01:00:37 main:574] : INFO : Epoch 1903 | loss: 0.0312045 | val_loss: 0.0312015 | Time: 4061.97 ms [2022-04-11 01:00:41 main:574] : INFO : Epoch 1904 | loss: 0.0312041 | val_loss: 0.0312011 | Time: 4033.48 ms [2022-04-11 01:00:45 main:574] : INFO : Epoch 1905 | loss: 0.0312029 | val_loss: 0.0312004 | Time: 4043.43 ms [2022-04-11 01:00:49 main:574] : INFO : Epoch 1906 | loss: 0.0312026 | val_loss: 0.0311999 | Time: 4026.3 ms [2022-04-11 01:00:53 main:574] : INFO : Epoch 1907 | loss: 0.0312021 | val_loss: 0.0311999 | Time: 4041.74 ms [2022-04-11 01:01:07 main:574] : INFO : Epoch 1908 | loss: 0.0312015 | val_loss: 0.0311998 | Time: 14272.7 ms [2022-04-11 01:01:12 main:574] : INFO : Epoch 1909 | loss: 0.0312012 | val_loss: 0.0311996 | Time: 4039.54 ms [2022-04-11 01:01:16 main:574] : INFO : Epoch 1910 | loss: 0.031201 | val_loss: 0.0311998 | Time: 3981.96 ms [2022-04-11 01:01:20 main:574] : INFO : Epoch 1911 | loss: 0.0312008 | val_loss: 0.0311997 | Time: 3994.51 ms [2022-04-11 01:01:24 main:574] : INFO : Epoch 1912 | loss: 0.0312024 | val_loss: 0.0312067 | Time: 4052.39 ms [2022-04-11 01:01:28 main:574] : INFO : Epoch 1913 | loss: 0.0312033 | val_loss: 0.0311994 | Time: 3998.16 ms [2022-04-11 01:01:32 main:574] : INFO : Epoch 1914 | loss: 0.0312004 | val_loss: 0.0311998 | Time: 4083.96 ms [2022-04-11 01:01:36 main:574] : INFO : Epoch 1915 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 4083.6 ms [2022-04-11 01:01:40 main:574] : INFO : Epoch 1916 | loss: 0.0312004 | val_loss: 0.0311996 | Time: 4060.89 ms [2022-04-11 01:01:44 main:574] : INFO : Epoch 1917 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 4034.77 ms [2022-04-11 01:01:48 main:574] : INFO : Epoch 1918 | loss: 0.0312 | val_loss: 0.0311999 | Time: 4011.96 ms [2022-04-11 01:01:52 main:574] : INFO : Epoch 1919 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 4055.04 ms [2022-04-11 01:01:56 main:574] : INFO : Epoch 1920 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 3980.47 ms [2022-04-11 01:02:00 main:574] : INFO : Epoch 1921 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 4064.8 ms [2022-04-11 01:02:04 main:574] : INFO : Epoch 1922 | loss: 0.0311999 | val_loss: 0.0311996 | Time: 4020.86 ms [2022-04-11 01:02:08 main:574] : INFO : Epoch 1923 | loss: 0.0311998 | val_loss: 0.0311996 | Time: 4093.79 ms [2022-04-11 01:02:12 main:574] : INFO : Epoch 1924 | loss: 0.0312003 | val_loss: 0.0311989 | Time: 4025.18 ms [2022-04-11 01:02:16 main:574] : INFO : Epoch 1925 | loss: 0.0312008 | val_loss: 0.0312034 | Time: 3981.36 ms [2022-04-11 01:02:20 main:574] : INFO : Epoch 1926 | loss: 0.0312014 | val_loss: 0.0312067 | Time: 4035.15 ms [2022-04-11 01:02:24 main:574] : INFO : Epoch 1927 | loss: 0.0312021 | val_loss: 0.0312016 | Time: 4048.58 ms [2022-04-11 01:02:28 main:574] : INFO : Epoch 1928 | loss: 0.0312007 | val_loss: 0.0311997 | Time: 4061.9 ms [2022-04-11 01:02:32 main:574] : INFO : Epoch 1929 | loss: 0.0311999 | val_loss: 0.0311987 | Time: 3989.28 ms [2022-04-11 01:02:36 main:574] : INFO : Epoch 1930 | loss: 0.0311999 | val_loss: 0.0311989 | Time: 4039.52 ms [2022-04-11 01:02:40 main:574] : INFO : Epoch 1931 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 4055.41 ms [2022-04-11 01:02:45 main:574] : INFO : Epoch 1932 | loss: 0.0312002 | val_loss: 0.0312002 | Time: 4280.29 ms [2022-04-11 01:02:49 main:574] : INFO : Epoch 1933 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 4112.19 ms [2022-04-11 01:02:53 main:574] : INFO : Epoch 1934 | loss: 0.0312004 | val_loss: 0.0311991 | Time: 4027.49 ms [2022-04-11 01:02:57 main:574] : INFO : Epoch 1935 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 3917.04 ms [2022-04-11 01:03:01 main:574] : INFO : Epoch 1936 | loss: 0.0312006 | val_loss: 0.031199 | Time: 3944.48 ms [2022-04-11 01:03:05 main:574] : INFO : Epoch 1937 | loss: 0.0311993 | val_loss: 0.0311986 | Time: 3982.67 ms [2022-04-11 01:03:09 main:574] : INFO : Epoch 1938 | loss: 0.0311991 | val_loss: 0.0311992 | Time: 3996.09 ms [2022-04-11 01:03:13 main:574] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 4015.62 ms [2022-04-11 01:03:17 main:574] : INFO : Epoch 1940 | loss: 0.0311992 | val_loss: 0.0311984 | Time: 3963.29 ms [2022-04-11 01:03:21 main:574] : INFO : Epoch 1941 | loss: 0.0312 | val_loss: 0.0312005 | Time: 4021.71 ms [2022-04-11 01:03:25 main:574] : INFO : Epoch 1942 | loss: 0.0312017 | val_loss: 0.0311998 | Time: 4015.33 ms [2022-04-11 01:03:29 main:574] : INFO : Epoch 1943 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 3998.38 ms [2022-04-11 01:03:33 main:574] : INFO : Epoch 1944 | loss: 0.0312 | val_loss: 0.0311985 | Time: 3881.16 ms [2022-04-11 01:03:37 main:574] : INFO : Epoch 1945 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 3905.64 ms [2022-04-11 01:03:40 main:574] : INFO : Epoch 1946 | loss: 0.0311989 | val_loss: 0.0311984 | Time: 3949.53 ms [2022-04-11 01:03:44 main:574] : INFO : Epoch 1947 | loss: 0.0311985 | val_loss: 0.0311985 | Time: 3889.96 ms [2022-04-11 01:03:48 main:574] : INFO : Epoch 1948 | loss: 0.0311984 | val_loss: 0.0312007 | Time: 3992.76 ms [2022-04-11 01:03:52 main:574] : INFO : Epoch 1949 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 3978.22 ms [2022-04-11 01:03:56 main:574] : INFO : Epoch 1950 | loss: 0.0311998 | val_loss: 0.0311994 | Time: 3921.09 ms [2022-04-11 01:04:00 main:574] : INFO : Epoch 1951 | loss: 0.0312 | val_loss: 0.031199 | Time: 3906.41 ms [2022-04-11 01:04:04 main:574] : INFO : Epoch 1952 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 3881.79 ms [2022-04-11 01:04:08 main:574] : INFO : Epoch 1953 | loss: 0.0311991 | val_loss: 0.0311983 | Time: 3915.19 ms [2022-04-11 01:04:12 main:574] : INFO : Epoch 1954 | loss: 0.0311985 | val_loss: 0.0311984 | Time: 3833.71 ms [2022-04-11 01:04:16 main:574] : INFO : Epoch 1955 | loss: 0.0311986 | val_loss: 0.0311984 | Time: 3868.3 ms [2022-04-11 01:04:20 main:574] : INFO : Epoch 1956 | loss: 0.0311987 | val_loss: 0.031198 | Time: 3895.77 ms [2022-04-11 01:04:24 main:574] : INFO : Epoch 1957 | loss: 0.0311989 | val_loss: 0.0311978 | Time: 3938.03 ms [2022-04-11 01:04:27 main:574] : INFO : Epoch 1958 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 3873.48 ms [2022-04-11 01:04:31 main:574] : INFO : Epoch 1959 | loss: 0.0311984 | val_loss: 0.0311979 | Time: 3827.26 ms [2022-04-11 01:04:35 main:574] : INFO : Epoch 1960 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 3851.22 ms [2022-04-11 01:04:39 main:574] : INFO : Epoch 1961 | loss: 0.0311986 | val_loss: 0.0311977 | Time: 3912.96 ms [2022-04-11 01:04:43 main:574] : INFO : Epoch 1962 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 3867.12 ms [2022-04-11 01:04:47 main:574] : INFO : Epoch 1963 | loss: 0.0311982 | val_loss: 0.0311974 | Time: 3826.78 ms [2022-04-11 01:04:51 main:574] : INFO : Epoch 1964 | loss: 0.0311979 | val_loss: 0.0311969 | Time: 3894.4 ms [2022-04-11 01:04:54 main:574] : INFO : Epoch 1965 | loss: 0.0311972 | val_loss: 0.0311969 | Time: 3866.22 ms [2022-04-11 01:04:58 main:574] : INFO : Epoch 1966 | loss: 0.0311972 | val_loss: 0.0311988 | Time: 3918.43 ms [2022-04-11 01:05:02 main:574] : INFO : Epoch 1967 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 3882.98 ms [2022-04-11 01:05:06 main:574] : INFO : Epoch 1968 | loss: 0.031198 | val_loss: 0.0311966 | Time: 3965.67 ms [2022-04-11 01:05:10 main:574] : INFO : Epoch 1969 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 3883.74 ms [2022-04-11 01:05:14 main:574] : INFO : Epoch 1970 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 3871.03 ms [2022-04-11 01:05:18 main:574] : INFO : Epoch 1971 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 3876.38 ms [2022-04-11 01:05:22 main:574] : INFO : Epoch 1972 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 3945.65 ms [2022-04-11 01:05:26 main:574] : INFO : Epoch 1973 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 3863.48 ms [2022-04-11 01:05:30 main:574] : INFO : Epoch 1974 | loss: 0.0311965 | val_loss: 0.0311947 | Time: 3857.77 ms [2022-04-11 01:05:33 main:574] : INFO : Epoch 1975 | loss: 0.0311962 | val_loss: 0.0311945 | Time: 3895.6 ms [2022-04-11 01:05:37 main:574] : INFO : Epoch 1976 | loss: 0.0311959 | val_loss: 0.0311946 | Time: 3955.09 ms [2022-04-11 01:05:41 main:574] : INFO : Epoch 1977 | loss: 0.031196 | val_loss: 0.0311954 | Time: 3872.02 ms [2022-04-11 01:05:45 main:574] : INFO : Epoch 1978 | loss: 0.0311959 | val_loss: 0.0311945 | Time: 3849.41 ms [2022-04-11 01:05:49 main:574] : INFO : Epoch 1979 | loss: 0.0311964 | val_loss: 0.0311944 | Time: 3872.23 ms [2022-04-11 01:05:53 main:574] : INFO : Epoch 1980 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 3829.5 ms [2022-04-11 01:05:57 main:574] : INFO : Epoch 1981 | loss: 0.0311969 | val_loss: 0.0311981 | Time: 3847.48 ms [2022-04-11 01:06:01 main:574] : INFO : Epoch 1982 | loss: 0.0311986 | val_loss: 0.0311962 | Time: 3824.21 ms [2022-04-11 01:06:05 main:574] : INFO : Epoch 1983 | loss: 0.0311973 | val_loss: 0.0311958 | Time: 3960.33 ms [2022-04-11 01:06:08 main:574] : INFO : Epoch 1984 | loss: 0.0311978 | val_loss: 0.031196 | Time: 3873.81 ms [2022-04-11 01:06:12 main:574] : INFO : Epoch 1985 | loss: 0.0311977 | val_loss: 0.0311973 | Time: 3847.14 ms [2022-04-11 01:06:16 main:574] : INFO : Epoch 1986 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 3849.98 ms [2022-04-11 01:06:20 main:574] : INFO : Epoch 1987 | loss: 0.0311972 | val_loss: 0.0311958 | Time: 3791 ms [2022-04-11 01:06:24 main:574] : INFO : Epoch 1988 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 3928.29 ms [2022-04-11 01:06:28 main:574] : INFO : Epoch 1989 | loss: 0.0311975 | val_loss: 0.031197 | Time: 3828.84 ms [2022-04-11 01:06:32 main:574] : INFO : Epoch 1990 | loss: 0.031201 | val_loss: 0.031196 | Time: 3889.98 ms [2022-04-11 01:06:35 main:574] : INFO : Epoch 1991 | loss: 0.0311981 | val_loss: 0.0311953 | Time: 3898.85 ms [2022-04-11 01:06:39 main:574] : INFO : Epoch 1992 | loss: 0.031197 | val_loss: 0.0311951 | Time: 3884.63 ms [2022-04-11 01:06:43 main:574] : INFO : Epoch 1993 | loss: 0.0311964 | val_loss: 0.0311949 | Time: 3882.49 ms [2022-04-11 01:06:47 main:574] : INFO : Epoch 1994 | loss: 0.0311963 | val_loss: 0.0311978 | Time: 3886.73 ms [2022-04-11 01:06:51 main:574] : INFO : Epoch 1995 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 3892.1 ms [2022-04-11 01:06:55 main:574] : INFO : Epoch 1996 | loss: 0.031196 | val_loss: 0.0311959 | Time: 3843.38 ms [2022-04-11 01:06:59 main:574] : INFO : Epoch 1997 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 3887.48 ms [2022-04-11 01:07:03 main:574] : INFO : Epoch 1998 | loss: 0.031197 | val_loss: 0.0311952 | Time: 3874.79 ms [2022-04-11 01:07:07 main:574] : INFO : Epoch 1999 | loss: 0.031196 | val_loss: 0.0311953 | Time: 3987.38 ms [2022-04-11 01:07:11 main:574] : INFO : Epoch 2000 | loss: 0.0311958 | val_loss: 0.0311965 | Time: 3986.18 ms [2022-04-11 01:07:15 main:574] : INFO : Epoch 2001 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 3926.67 ms [2022-04-11 01:07:19 main:574] : INFO : Epoch 2002 | loss: 0.0311962 | val_loss: 0.0311954 | Time: 3864.65 ms [2022-04-11 01:07:22 main:574] : INFO : Epoch 2003 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 3911.55 ms [2022-04-11 01:07:26 main:574] : INFO : Epoch 2004 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 3861.01 ms [2022-04-11 01:07:30 main:574] : INFO : Epoch 2005 | loss: 0.0311982 | val_loss: 0.0311954 | Time: 3905.7 ms [2022-04-11 01:07:34 main:574] : INFO : Epoch 2006 | loss: 0.0311963 | val_loss: 0.031196 | Time: 3921.15 ms [2022-04-11 01:07:38 main:574] : INFO : Epoch 2007 | loss: 0.0311962 | val_loss: 0.0311956 | Time: 4035.03 ms [2022-04-11 01:07:42 main:574] : INFO : Epoch 2008 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 3874.82 ms [2022-04-11 01:07:46 main:574] : INFO : Epoch 2009 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 3952.89 ms [2022-04-11 01:07:50 main:574] : INFO : Epoch 2010 | loss: 0.0311966 | val_loss: 0.0311953 | Time: 3935.56 ms [2022-04-11 01:07:54 main:574] : INFO : Epoch 2011 | loss: 0.031196 | val_loss: 0.0311948 | Time: 3807.47 ms [2022-04-11 01:07:58 main:574] : INFO : Epoch 2012 | loss: 0.0311966 | val_loss: 0.0311948 | Time: 3864.2 ms [2022-04-11 01:08:02 main:574] : INFO : Epoch 2013 | loss: 0.031196 | val_loss: 0.0311942 | Time: 3903.65 ms [2022-04-11 01:08:05 main:574] : INFO : Epoch 2014 | loss: 0.031199 | val_loss: 0.0311947 | Time: 3857.61 ms [2022-04-11 01:08:09 main:574] : INFO : Epoch 2015 | loss: 0.0311965 | val_loss: 0.0311945 | Time: 3905.02 ms [2022-04-11 01:08:13 main:574] : INFO : Epoch 2016 | loss: 0.031196 | val_loss: 0.0311946 | Time: 3894.48 ms [2022-04-11 01:08:17 main:574] : INFO : Epoch 2017 | loss: 0.031198 | val_loss: 0.0312001 | Time: 3907.48 ms [2022-04-11 01:08:21 main:574] : INFO : Epoch 2018 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 3952.94 ms [2022-04-11 01:08:25 main:574] : INFO : Epoch 2019 | loss: 0.0311963 | val_loss: 0.0311946 | Time: 3865.94 ms [2022-04-11 01:08:29 main:574] : INFO : Epoch 2020 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 3915.12 ms [2022-04-11 01:08:33 main:574] : INFO : Epoch 2021 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 3927.81 ms [2022-04-11 01:08:37 main:574] : INFO : Epoch 2022 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 3881.7 ms [2022-04-11 01:08:41 main:574] : INFO : Epoch 2023 | loss: 0.0311968 | val_loss: 0.0311944 | Time: 3886.69 ms [2022-04-11 01:08:44 main:574] : INFO : Epoch 2024 | loss: 0.0311966 | val_loss: 0.0311954 | Time: 3899.39 ms [2022-04-11 01:08:48 main:574] : INFO : Epoch 2025 | loss: 0.031197 | val_loss: 0.0311945 | Time: 3934.35 ms [2022-04-11 01:08:52 main:574] : INFO : Epoch 2026 | loss: 0.0311957 | val_loss: 0.0311969 | Time: 3900.97 ms [2022-04-11 01:08:56 main:574] : INFO : Epoch 2027 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 3858.91 ms [2022-04-11 01:09:00 main:574] : INFO : Epoch 2028 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 3854.64 ms [2022-04-11 01:09:04 main:574] : INFO : Epoch 2029 | loss: 0.0311989 | val_loss: 0.0311967 | Time: 3887.59 ms [2022-04-11 01:09:08 main:574] : INFO : Epoch 2030 | loss: 0.0311989 | val_loss: 0.0311957 | Time: 3893.39 ms [2022-04-11 01:09:12 main:574] : INFO : Epoch 2031 | loss: 0.0311983 | val_loss: 0.0311951 | Time: 3846.4 ms [2022-04-11 01:09:16 main:574] : INFO : Epoch 2032 | loss: 0.0311987 | val_loss: 0.0311946 | Time: 3853 ms [2022-04-11 01:09:19 main:574] : INFO : Epoch 2033 | loss: 0.031197 | val_loss: 0.0311947 | Time: 3833.68 ms [2022-04-11 01:09:23 main:574] : INFO : Epoch 2034 | loss: 0.0311985 | val_loss: 0.0311959 | Time: 3977.41 ms [2022-04-11 01:09:27 main:574] : INFO : Epoch 2035 | loss: 0.0311991 | val_loss: 0.031196 | Time: 3956.48 ms [2022-04-11 01:09:31 main:574] : INFO : Epoch 2036 | loss: 0.0311983 | val_loss: 0.0311976 | Time: 3906.98 ms [2022-04-11 01:09:35 main:574] : INFO : Epoch 2037 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 3943.72 ms [2022-04-11 01:09:39 main:574] : INFO : Epoch 2038 | loss: 0.0311972 | val_loss: 0.0311961 | Time: 3953.8 ms [2022-04-11 01:09:43 main:574] : INFO : Epoch 2039 | loss: 0.0311973 | val_loss: 0.0311946 | Time: 3867.26 ms [2022-04-11 01:09:47 main:574] : INFO : Epoch 2040 | loss: 0.0311976 | val_loss: 0.0311951 | Time: 3908.8 ms [2022-04-11 01:09:51 main:574] : INFO : Epoch 2041 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 3926.36 ms [2022-04-11 01:09:55 main:574] : INFO : Epoch 2042 | loss: 0.0311974 | val_loss: 0.0311949 | Time: 3875.7 ms [2022-04-11 01:09:59 main:574] : INFO : Epoch 2043 | loss: 0.0311966 | val_loss: 0.0311948 | Time: 3853.29 ms [2022-04-11 01:10:03 main:574] : INFO : Epoch 2044 | loss: 0.0311985 | val_loss: 0.0311949 | Time: 3871.99 ms [2022-04-11 01:10:06 main:574] : INFO : Epoch 2045 | loss: 0.031198 | val_loss: 0.0311955 | Time: 3873.87 ms [2022-04-11 01:10:10 main:574] : INFO : Epoch 2046 | loss: 0.0311966 | val_loss: 0.0311953 | Time: 3873.2 ms [2022-04-11 01:10:14 main:574] : INFO : Epoch 2047 | loss: 0.0311968 | val_loss: 0.031195 | Time: 3856.77 ms [2022-04-11 01:10:18 main:574] : INFO : Epoch 2048 | loss: 0.0311979 | val_loss: 0.0311962 | Time: 3891.95 ms [2022-04-11 01:10:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311962 [2022-04-11 01:10:18 main:603] : INFO : Saving end state to config to file [2022-04-11 01:10:18 main:608] : INFO : Success, exiting.. 01:10:18 (25260): 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)