Task 5631242
| Name | ParityMachine-1624417996-2809-2_1 |
| Workunit | 3343286 |
| Created | 4 Jul 2021, 22:06:50 UTC |
| Sent | 4 Jul 2021, 22:12:52 UTC |
| Report deadline | 11 Jul 2021, 22:12:52 UTC |
| Received | 5 Jul 2021, 11:58:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 25 min 35 sec |
| CPU time | 1 hours 25 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0311943 | val_loss: 0.0312073 | Time: 2533.08 ms [2021-07-05 13:36:54 main:574] : INFO : Epoch 1543 | loss: 0.0311994 | val_loss: 0.0312039 | Time: 2546.02 ms [2021-07-05 13:36:57 main:574] : INFO : Epoch 1544 | loss: 0.0312016 | val_loss: 0.0312036 | Time: 2532.51 ms [2021-07-05 13:36:59 main:574] : INFO : Epoch 1545 | loss: 0.0311977 | val_loss: 0.0312074 | Time: 2495.43 ms [2021-07-05 13:37:02 main:574] : INFO : Epoch 1546 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 2532.75 ms [2021-07-05 13:37:04 main:574] : INFO : Epoch 1547 | loss: 0.0311956 | val_loss: 0.0312003 | Time: 2537.34 ms [2021-07-05 13:37:07 main:574] : INFO : Epoch 1548 | loss: 0.0311943 | val_loss: 0.0311969 | Time: 2475.9 ms [2021-07-05 13:37:09 main:574] : INFO : Epoch 1549 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2496.58 ms [2021-07-05 13:37:12 main:574] : INFO : Epoch 1550 | loss: 0.0311959 | val_loss: 0.0311978 | Time: 2487.81 ms [2021-07-05 13:37:14 main:574] : INFO : Epoch 1551 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 2510.09 ms [2021-07-05 13:37:17 main:574] : INFO : Epoch 1552 | loss: 0.031197 | val_loss: 0.0311956 | Time: 2470.44 ms [2021-07-05 13:37:19 main:574] : INFO : Epoch 1553 | loss: 0.0311944 | val_loss: 0.0311974 | Time: 2493.64 ms [2021-07-05 13:37:22 main:574] : INFO : Epoch 1554 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 2511.35 ms [2021-07-05 13:37:24 main:574] : INFO : Epoch 1555 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 2492.92 ms [2021-07-05 13:37:27 main:574] : INFO : Epoch 1556 | loss: 0.0311933 | val_loss: 0.0311963 | Time: 2493.14 ms [2021-07-05 13:37:29 main:574] : INFO : Epoch 1557 | loss: 0.0311941 | val_loss: 0.0311956 | Time: 2489.03 ms [2021-07-05 13:37:32 main:574] : INFO : Epoch 1558 | loss: 0.0311942 | val_loss: 0.031196 | Time: 2510.63 ms [2021-07-05 13:37:34 main:574] : INFO : Epoch 1559 | loss: 0.0311924 | val_loss: 0.0311949 | Time: 2518.71 ms [2021-07-05 13:37:37 main:574] : INFO : Epoch 1560 | loss: 0.0311945 | val_loss: 0.031195 | Time: 2459.25 ms [2021-07-05 13:37:39 main:574] : INFO : Epoch 1561 | loss: 0.0311949 | val_loss: 0.0311944 | Time: 2474.94 ms [2021-07-05 13:37:42 main:574] : INFO : Epoch 1562 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 2498.64 ms [2021-07-05 13:37:44 main:574] : INFO : Epoch 1563 | loss: 0.0311928 | val_loss: 0.0311979 | Time: 2510.12 ms [2021-07-05 13:37:47 main:574] : INFO : Epoch 1564 | loss: 0.031193 | val_loss: 0.0311944 | Time: 2468.45 ms [2021-07-05 13:37:49 main:574] : INFO : Epoch 1565 | loss: 0.0311951 | val_loss: 0.0311949 | Time: 2507.76 ms [2021-07-05 13:37:52 main:574] : INFO : Epoch 1566 | loss: 0.0311918 | val_loss: 0.031195 | Time: 2545.46 ms [2021-07-05 13:37:54 main:574] : INFO : Epoch 1567 | loss: 0.0311913 | val_loss: 0.0311953 | Time: 2443.5 ms [2021-07-05 13:37:57 main:574] : INFO : Epoch 1568 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 2495.76 ms [2021-07-05 13:37:59 main:574] : INFO : Epoch 1569 | loss: 0.0311966 | val_loss: 0.0311944 | Time: 2546.03 ms [2021-07-05 13:38:02 main:574] : INFO : Epoch 1570 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 2485.36 ms [2021-07-05 13:38:04 main:574] : INFO : Epoch 1571 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 2544.54 ms [2021-07-05 13:38:07 main:574] : INFO : Epoch 1572 | loss: 0.0311927 | val_loss: 0.0311938 | Time: 2490.62 ms [2021-07-05 13:38:09 main:574] : INFO : Epoch 1573 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 2458.51 ms [2021-07-05 13:38:12 main:574] : INFO : Epoch 1574 | loss: 0.031195 | val_loss: 0.0311958 | Time: 2569.3 ms [2021-07-05 13:38:14 main:574] : INFO : Epoch 1575 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 2542.65 ms [2021-07-05 13:38:17 main:574] : INFO : Epoch 1576 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 2485.85 ms [2021-07-05 13:38:19 main:574] : INFO : Epoch 1577 | loss: 0.0311924 | val_loss: 0.0311973 | Time: 2544.31 ms [2021-07-05 13:38:22 main:574] : INFO : Epoch 1578 | loss: 0.0311941 | val_loss: 0.0311946 | Time: 2527.97 ms [2021-07-05 13:38:24 main:574] : INFO : Epoch 1579 | loss: 0.0311936 | val_loss: 0.0311959 | Time: 2607.55 ms [2021-07-05 13:38:27 main:574] : INFO : Epoch 1580 | loss: 0.0311937 | val_loss: 0.0311934 | Time: 2489.35 ms [2021-07-05 13:38:30 main:574] : INFO : Epoch 1581 | loss: 0.0311942 | val_loss: 0.0311998 | Time: 2516.17 ms [2021-07-05 13:38:32 main:574] : INFO : Epoch 1582 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 2473.59 ms [2021-07-05 13:38:34 main:574] : INFO : Epoch 1583 | loss: 0.0311918 | val_loss: 0.0312014 | Time: 2470.86 ms [2021-07-05 13:38:37 main:574] : INFO : Epoch 1584 | loss: 0.0311938 | val_loss: 0.0311958 | Time: 2515.71 ms [2021-07-05 13:38:40 main:574] : INFO : Epoch 1585 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 2543.36 ms [2021-07-05 13:38:42 main:574] : INFO : Epoch 1586 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 2486.23 ms [2021-07-05 13:38:44 main:574] : INFO : Epoch 1587 | loss: 0.0311934 | val_loss: 0.0311955 | Time: 2420.06 ms [2021-07-05 13:38:47 main:574] : INFO : Epoch 1588 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 2553.51 ms [2021-07-05 13:38:50 main:574] : INFO : Epoch 1589 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 2546.79 ms [2021-07-05 13:38:52 main:574] : INFO : Epoch 1590 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 2468.07 ms [2021-07-05 13:38:55 main:574] : INFO : Epoch 1591 | loss: 0.0311929 | val_loss: 0.0311964 | Time: 2530.59 ms [2021-07-05 13:38:57 main:574] : INFO : Epoch 1592 | loss: 0.0311919 | val_loss: 0.0311921 | Time: 2431.59 ms [2021-07-05 13:39:00 main:574] : INFO : Epoch 1593 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 2530.51 ms [2021-07-05 13:39:02 main:574] : INFO : Epoch 1594 | loss: 0.0311924 | val_loss: 0.0311955 | Time: 2500.79 ms [2021-07-05 13:39:05 main:574] : INFO : Epoch 1595 | loss: 0.0311937 | val_loss: 0.0311967 | Time: 2548.61 ms [2021-07-05 13:39:07 main:574] : INFO : Epoch 1596 | loss: 0.0311923 | val_loss: 0.0311923 | Time: 2514.09 ms [2021-07-05 13:39:10 main:574] : INFO : Epoch 1597 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 2431.7 ms [2021-07-05 13:39:12 main:574] : INFO : Epoch 1598 | loss: 0.031191 | val_loss: 0.0311947 | Time: 2533.06 ms [2021-07-05 13:39:15 main:574] : INFO : Epoch 1599 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 2461.29 ms [2021-07-05 13:39:17 main:574] : INFO : Epoch 1600 | loss: 0.0311929 | val_loss: 0.0311941 | Time: 2490.19 ms [2021-07-05 13:39:20 main:574] : INFO : Epoch 1601 | loss: 0.0311914 | val_loss: 0.031192 | Time: 2557.07 ms [2021-07-05 13:39:22 main:574] : INFO : Epoch 1602 | loss: 0.0311925 | val_loss: 0.0311935 | Time: 2487.81 ms [2021-07-05 13:39:25 main:574] : INFO : Epoch 1603 | loss: 0.0311912 | val_loss: 0.0311972 | Time: 2498.41 ms [2021-07-05 13:39:27 main:574] : INFO : Epoch 1604 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 2556.49 ms [2021-07-05 13:39:30 main:574] : INFO : Epoch 1605 | loss: 0.0311911 | val_loss: 0.0311935 | Time: 2532.53 ms [2021-07-05 13:39:32 main:574] : INFO : Epoch 1606 | loss: 0.0311905 | val_loss: 0.0311917 | Time: 2472.11 ms [2021-07-05 13:39:35 main:574] : INFO : Epoch 1607 | loss: 0.031191 | val_loss: 0.0311986 | Time: 2455.53 ms [2021-07-05 13:39:37 main:574] : INFO : Epoch 1608 | loss: 0.0311925 | val_loss: 0.0311918 | Time: 2521.53 ms [2021-07-05 13:39:40 main:574] : INFO : Epoch 1609 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 2495.65 ms [2021-07-05 13:39:42 main:574] : INFO : Epoch 1610 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 2490.2 ms [2021-07-05 13:39:45 main:574] : INFO : Epoch 1611 | loss: 0.0311913 | val_loss: 0.0311933 | Time: 2448.55 ms [2021-07-05 13:39:47 main:574] : INFO : Epoch 1612 | loss: 0.0311948 | val_loss: 0.0311939 | Time: 2514.44 ms [2021-07-05 13:39:49 main:574] : INFO : Epoch 1613 | loss: 0.0311913 | val_loss: 0.0311924 | Time: 2202.04 ms [2021-07-05 13:39:51 main:574] : INFO : Epoch 1614 | loss: 0.0311907 | val_loss: 0.031195 | Time: 1697.15 ms [2021-07-05 13:39:53 main:574] : INFO : Epoch 1615 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 1742.32 ms [2021-07-05 13:39:54 main:574] : INFO : Epoch 1616 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 1684.41 ms [2021-07-05 13:39:56 main:574] : INFO : Epoch 1617 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 1689.91 ms [2021-07-05 13:39:58 main:574] : INFO : Epoch 1618 | loss: 0.03119 | val_loss: 0.0311944 | Time: 2236.84 ms [2021-07-05 13:40:01 main:574] : INFO : Epoch 1619 | loss: 0.0311899 | val_loss: 0.031192 | Time: 2546.72 ms [2021-07-05 13:40:03 main:574] : INFO : Epoch 1620 | loss: 0.0311897 | val_loss: 0.0311918 | Time: 2497.99 ms [2021-07-05 13:40:06 main:574] : INFO : Epoch 1621 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 2367.69 ms [2021-07-05 13:40:08 main:574] : INFO : Epoch 1622 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 2504.33 ms [2021-07-05 13:40:11 main:574] : INFO : Epoch 1623 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 2405.98 ms [2021-07-05 13:40:13 main:574] : INFO : Epoch 1624 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 2513.69 ms [2021-07-05 13:40:16 main:574] : INFO : Epoch 1625 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 2529.74 ms [2021-07-05 13:40:18 main:574] : INFO : Epoch 1626 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 2461.93 ms [2021-07-05 13:40:21 main:574] : INFO : Epoch 1627 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 2426.11 ms [2021-07-05 13:40:23 main:574] : INFO : Epoch 1628 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 2482.88 ms [2021-07-05 13:40:26 main:574] : INFO : Epoch 1629 | loss: 0.0311914 | val_loss: 0.0311931 | Time: 2460.15 ms [2021-07-05 13:40:28 main:574] : INFO : Epoch 1630 | loss: 0.0311927 | val_loss: 0.0311928 | Time: 2536.22 ms [2021-07-05 13:40:31 main:574] : INFO : Epoch 1631 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 2447.75 ms [2021-07-05 13:40:33 main:574] : INFO : Epoch 1632 | loss: 0.0311906 | val_loss: 0.0311921 | Time: 2530.92 ms [2021-07-05 13:40:36 main:574] : INFO : Epoch 1633 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 2480.34 ms [2021-07-05 13:40:38 main:574] : INFO : Epoch 1634 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 2492.9 ms [2021-07-05 13:40:41 main:574] : INFO : Epoch 1635 | loss: 0.031193 | val_loss: 0.0311925 | Time: 2498.17 ms [2021-07-05 13:40:43 main:574] : INFO : Epoch 1636 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 2469.99 ms [2021-07-05 13:40:46 main:574] : INFO : Epoch 1637 | loss: 0.0311897 | val_loss: 0.0311917 | Time: 2480.9 ms [2021-07-05 13:40:48 main:574] : INFO : Epoch 1638 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 2523.04 ms [2021-07-05 13:40:51 main:574] : INFO : Epoch 1639 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 2500.38 ms [2021-07-05 13:40:53 main:574] : INFO : Epoch 1640 | loss: 0.031191 | val_loss: 0.031193 | Time: 2482.81 ms [2021-07-05 13:40:56 main:574] : INFO : Epoch 1641 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 2519.96 ms [2021-07-05 13:40:58 main:574] : INFO : Epoch 1642 | loss: 0.0311905 | val_loss: 0.0311935 | Time: 2428.66 ms [2021-07-05 13:41:01 main:574] : INFO : Epoch 1643 | loss: 0.0311899 | val_loss: 0.0311917 | Time: 2471.34 ms [2021-07-05 13:41:03 main:574] : INFO : Epoch 1644 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 2496.56 ms [2021-07-05 13:41:06 main:574] : INFO : Epoch 1645 | loss: 0.0311902 | val_loss: 0.0311946 | Time: 2435.08 ms [2021-07-05 13:41:08 main:574] : INFO : Epoch 1646 | loss: 0.0311912 | val_loss: 0.0311925 | Time: 2474.28 ms [2021-07-05 13:41:10 main:574] : INFO : Epoch 1647 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 2453.96 ms [2021-07-05 13:41:13 main:574] : INFO : Epoch 1648 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 2464.33 ms [2021-07-05 13:41:15 main:574] : INFO : Epoch 1649 | loss: 0.0311908 | val_loss: 0.031192 | Time: 2486.57 ms [2021-07-05 13:41:18 main:574] : INFO : Epoch 1650 | loss: 0.0311901 | val_loss: 0.0311923 | Time: 2511.65 ms [2021-07-05 13:41:20 main:574] : INFO : Epoch 1651 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 2447.38 ms [2021-07-05 13:41:23 main:574] : INFO : Epoch 1652 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 2533.21 ms [2021-07-05 13:41:26 main:574] : INFO : Epoch 1653 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 2529.37 ms [2021-07-05 13:41:28 main:574] : INFO : Epoch 1654 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 2526.36 ms [2021-07-05 13:41:31 main:574] : INFO : Epoch 1655 | loss: 0.0311895 | val_loss: 0.0311926 | Time: 2534.4 ms [2021-07-05 13:41:33 main:574] : INFO : Epoch 1656 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 2524.69 ms [2021-07-05 13:41:36 main:574] : INFO : Epoch 1657 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 2554.46 ms [2021-07-05 13:41:38 main:574] : INFO : Epoch 1658 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 2548.29 ms [2021-07-05 13:41:41 main:574] : INFO : Epoch 1659 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 2458.4 ms [2021-07-05 13:41:43 main:574] : INFO : Epoch 1660 | loss: 0.0311903 | val_loss: 0.0311916 | Time: 2400.5 ms [2021-07-05 13:41:46 main:574] : INFO : Epoch 1661 | loss: 0.0311895 | val_loss: 0.0311923 | Time: 2515.29 ms [2021-07-05 13:41:48 main:574] : INFO : Epoch 1662 | loss: 0.0311889 | val_loss: 0.0311926 | Time: 2480.75 ms [2021-07-05 13:41:51 main:574] : INFO : Epoch 1663 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 2476.72 ms [2021-07-05 13:41:53 main:574] : INFO : Epoch 1664 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 2467.52 ms [2021-07-05 13:41:56 main:574] : INFO : Epoch 1665 | loss: 0.0311914 | val_loss: 0.031199 | Time: 2441.15 ms [2021-07-05 13:41:58 main:574] : INFO : Epoch 1666 | loss: 0.0311905 | val_loss: 0.0311914 | Time: 2495.04 ms [2021-07-05 13:42:00 main:574] : INFO : Epoch 1667 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 2393.49 ms [2021-07-05 13:42:03 main:574] : INFO : Epoch 1668 | loss: 0.0311906 | val_loss: 0.0311922 | Time: 2436.92 ms [2021-07-05 13:42:05 main:574] : INFO : Epoch 1669 | loss: 0.0311893 | val_loss: 0.0311944 | Time: 2473.18 ms [2021-07-05 13:42:08 main:574] : INFO : Epoch 1670 | loss: 0.0311911 | val_loss: 0.0311911 | Time: 2506.3 ms [2021-07-05 13:42:10 main:574] : INFO : Epoch 1671 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 2488.8 ms [2021-07-05 13:42:13 main:574] : INFO : Epoch 1672 | loss: 0.031195 | val_loss: 0.0311952 | Time: 2493.77 ms [2021-07-05 13:42:15 main:574] : INFO : Epoch 1673 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2508.34 ms [2021-07-05 13:42:18 main:574] : INFO : Epoch 1674 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 2418.2 ms [2021-07-05 13:42:20 main:574] : INFO : Epoch 1675 | loss: 0.0311904 | val_loss: 0.031199 | Time: 2498.59 ms [2021-07-05 13:42:23 main:574] : INFO : Epoch 1676 | loss: 0.0311929 | val_loss: 0.031203 | Time: 2471.95 ms [2021-07-05 13:42:25 main:574] : INFO : Epoch 1677 | loss: 0.0311948 | val_loss: 0.031192 | Time: 2478.23 ms [2021-07-05 13:42:28 main:574] : INFO : Epoch 1678 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 2442.13 ms [2021-07-05 13:42:30 main:574] : INFO : Epoch 1679 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 2493.96 ms [2021-07-05 13:42:33 main:574] : INFO : Epoch 1680 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 2532.69 ms [2021-07-05 13:42:35 main:574] : INFO : Epoch 1681 | loss: 0.031189 | val_loss: 0.031194 | Time: 2441.55 ms [2021-07-05 13:42:38 main:574] : INFO : Epoch 1682 | loss: 0.0311892 | val_loss: 0.0311936 | Time: 2441.37 ms [2021-07-05 13:42:40 main:574] : INFO : Epoch 1683 | loss: 0.0311894 | val_loss: 0.0311963 | Time: 2512.23 ms [2021-07-05 13:42:43 main:574] : INFO : Epoch 1684 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 2504.11 ms [2021-07-05 13:42:45 main:574] : INFO : Epoch 1685 | loss: 0.0311912 | val_loss: 0.0312 | Time: 2505.13 ms [2021-07-05 13:42:48 main:574] : INFO : Epoch 1686 | loss: 0.0311935 | val_loss: 0.0311926 | Time: 2466.87 ms [2021-07-05 13:42:50 main:574] : INFO : Epoch 1687 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 2455.87 ms [2021-07-05 13:42:53 main:574] : INFO : Epoch 1688 | loss: 0.0311915 | val_loss: 0.0312011 | Time: 2487.8 ms [2021-07-05 13:42:55 main:574] : INFO : Epoch 1689 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 2505.1 ms [2021-07-05 13:42:58 main:574] : INFO : Epoch 1690 | loss: 0.031191 | val_loss: 0.0311925 | Time: 2485.13 ms [2021-07-05 13:43:00 main:574] : INFO : Epoch 1691 | loss: 0.0311897 | val_loss: 0.0311916 | Time: 2461.8 ms [2021-07-05 13:43:02 main:574] : INFO : Epoch 1692 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 2443.21 ms [2021-07-05 13:43:05 main:574] : INFO : Epoch 1693 | loss: 0.0311896 | val_loss: 0.0311952 | Time: 2453.76 ms [2021-07-05 13:43:07 main:574] : INFO : Epoch 1694 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 2458.69 ms [2021-07-05 13:43:10 main:574] : INFO : Epoch 1695 | loss: 0.0311901 | val_loss: 0.0311927 | Time: 2445.47 ms [2021-07-05 13:43:12 main:574] : INFO : Epoch 1696 | loss: 0.0311897 | val_loss: 0.0311922 | Time: 2512.8 ms [2021-07-05 13:43:15 main:574] : INFO : Epoch 1697 | loss: 0.0311897 | val_loss: 0.0311924 | Time: 2494.78 ms [2021-07-05 13:43:17 main:574] : INFO : Epoch 1698 | loss: 0.0311924 | val_loss: 0.0311964 | Time: 2492.9 ms [2021-07-05 13:43:20 main:574] : INFO : Epoch 1699 | loss: 0.0311926 | val_loss: 0.0311947 | Time: 2529.69 ms [2021-07-05 13:43:22 main:574] : INFO : Epoch 1700 | loss: 0.0311918 | val_loss: 0.0312085 | Time: 2447.38 ms [2021-07-05 13:43:25 main:574] : INFO : Epoch 1701 | loss: 0.0311932 | val_loss: 0.031194 | Time: 2522.31 ms [2021-07-05 13:43:27 main:574] : INFO : Epoch 1702 | loss: 0.0311902 | val_loss: 0.0311929 | Time: 2519.43 ms [2021-07-05 13:43:30 main:574] : INFO : Epoch 1703 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 2495.37 ms [2021-07-05 13:43:32 main:574] : INFO : Epoch 1704 | loss: 0.0311896 | val_loss: 0.031193 | Time: 2478.89 ms [2021-07-05 13:43:35 main:574] : INFO : Epoch 1705 | loss: 0.0311902 | val_loss: 0.0311982 | Time: 2544.33 ms [2021-07-05 13:43:37 main:574] : INFO : Epoch 1706 | loss: 0.0311911 | val_loss: 0.0311912 | Time: 2427.59 ms [2021-07-05 13:43:40 main:574] : INFO : Epoch 1707 | loss: 0.031189 | val_loss: 0.0311915 | Time: 2459.03 ms [2021-07-05 13:43:42 main:574] : INFO : Epoch 1708 | loss: 0.0311904 | val_loss: 0.0311946 | Time: 2479.78 ms [2021-07-05 13:43:45 main:574] : INFO : Epoch 1709 | loss: 0.0311893 | val_loss: 0.0311924 | Time: 2558.84 ms [2021-07-05 13:43:47 main:574] : INFO : Epoch 1710 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 2481.22 ms [2021-07-05 13:43:50 main:574] : INFO : Epoch 1711 | loss: 0.0311909 | val_loss: 0.0311951 | Time: 2516.52 ms [2021-07-05 13:43:52 main:574] : INFO : Epoch 1712 | loss: 0.0311895 | val_loss: 0.0311946 | Time: 2527.92 ms [2021-07-05 13:43:55 main:574] : INFO : Epoch 1713 | loss: 0.0311896 | val_loss: 0.0311916 | Time: 2516.39 ms [2021-07-05 13:43:57 main:574] : INFO : Epoch 1714 | loss: 0.0311889 | val_loss: 0.0311918 | Time: 2428.55 ms [2021-07-05 13:44:00 main:574] : INFO : Epoch 1715 | loss: 0.0311884 | val_loss: 0.0311916 | Time: 2576.85 ms [2021-07-05 13:44:02 main:574] : INFO : Epoch 1716 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 2495.05 ms [2021-07-05 13:44:05 main:574] : INFO : Epoch 1717 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 2420.47 ms [2021-07-05 13:44:07 main:574] : INFO : Epoch 1718 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 2493.71 ms [2021-07-05 13:44:10 main:574] : INFO : Epoch 1719 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 2543.65 ms [2021-07-05 13:44:12 main:574] : INFO : Epoch 1720 | loss: 0.0311908 | val_loss: 0.0311989 | Time: 2497.3 ms [2021-07-05 13:44:15 main:574] : INFO : Epoch 1721 | loss: 0.0311903 | val_loss: 0.0311929 | Time: 2480.22 ms [2021-07-05 13:44:17 main:574] : INFO : Epoch 1722 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 2459.72 ms [2021-07-05 13:44:20 main:574] : INFO : Epoch 1723 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2502.63 ms [2021-07-05 13:44:22 main:574] : INFO : Epoch 1724 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 2550.92 ms [2021-07-05 13:44:25 main:574] : INFO : Epoch 1725 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 2456.78 ms [2021-07-05 13:44:27 main:574] : INFO : Epoch 1726 | loss: 0.0311882 | val_loss: 0.0311956 | Time: 2426.11 ms [2021-07-05 13:44:30 main:574] : INFO : Epoch 1727 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 2418.46 ms [2021-07-05 13:44:32 main:574] : INFO : Epoch 1728 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 2483.39 ms [2021-07-05 13:44:35 main:574] : INFO : Epoch 1729 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 2451.35 ms [2021-07-05 13:44:37 main:574] : INFO : Epoch 1730 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2500.69 ms [2021-07-05 13:44:40 main:574] : INFO : Epoch 1731 | loss: 0.0311879 | val_loss: 0.0311913 | Time: 2567.57 ms [2021-07-05 13:44:42 main:574] : INFO : Epoch 1732 | loss: 0.0311884 | val_loss: 0.031192 | Time: 2489.91 ms [2021-07-05 13:44:45 main:574] : INFO : Epoch 1733 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 2386.4 ms [2021-07-05 13:44:47 main:574] : INFO : Epoch 1734 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 2461.69 ms [2021-07-05 13:44:50 main:574] : INFO : Epoch 1735 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 2477.13 ms [2021-07-05 13:44:52 main:574] : INFO : Epoch 1736 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 2490.93 ms [2021-07-05 13:44:55 main:574] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 2482.67 ms [2021-07-05 13:44:57 main:574] : INFO : Epoch 1738 | loss: 0.0311878 | val_loss: 0.0311924 | Time: 2477.24 ms [2021-07-05 13:45:00 main:574] : INFO : Epoch 1739 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 2504.89 ms [2021-07-05 13:45:02 main:574] : INFO : Epoch 1740 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 2498.62 ms [2021-07-05 13:45:05 main:574] : INFO : Epoch 1741 | loss: 0.0313527 | val_loss: 0.0316351 | Time: 2437.54 ms [2021-07-05 13:45:07 main:574] : INFO : Epoch 1742 | loss: 0.0394181 | val_loss: 0.0367525 | Time: 2537.45 ms [2021-07-05 13:45:10 main:574] : INFO : Epoch 1743 | loss: 0.0351086 | val_loss: 0.0319143 | Time: 2515.98 ms [2021-07-05 13:45:12 main:574] : INFO : Epoch 1744 | loss: 0.0315195 | val_loss: 0.0313 | Time: 2486.35 ms [2021-07-05 13:45:15 main:574] : INFO : Epoch 1745 | loss: 0.0312972 | val_loss: 0.0312654 | Time: 2473.18 ms [2021-07-05 13:45:17 main:574] : INFO : Epoch 1746 | loss: 0.0312606 | val_loss: 0.0312564 | Time: 2437.29 ms [2021-07-05 13:45:20 main:574] : INFO : Epoch 1747 | loss: 0.0312523 | val_loss: 0.0312526 | Time: 2555.3 ms [2021-07-05 13:45:22 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2508.23 ms [2021-07-05 13:45:25 main:574] : INFO : Epoch 1749 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2491.72 ms [2021-07-05 13:45:27 main:574] : INFO : Epoch 1750 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2406.39 ms [2021-07-05 13:45:30 main:574] : INFO : Epoch 1751 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 2508.57 ms [2021-07-05 13:45:32 main:574] : INFO : Epoch 1752 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2508.39 ms [2021-07-05 13:45:35 main:574] : INFO : Epoch 1753 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 2462.1 ms [2021-07-05 13:45:37 main:574] : INFO : Epoch 1754 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 2421.18 ms [2021-07-05 13:45:39 main:574] : INFO : Epoch 1755 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2471.36 ms [2021-07-05 13:45:42 main:574] : INFO : Epoch 1756 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 2480.17 ms [2021-07-05 13:45:45 main:574] : INFO : Epoch 1757 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 2540.2 ms [2021-07-05 13:45:47 main:574] : INFO : Epoch 1758 | loss: 0.0312484 | val_loss: 0.031249 | Time: 2516.39 ms [2021-07-05 13:45:50 main:574] : INFO : Epoch 1759 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 2474.91 ms [2021-07-05 13:45:52 main:574] : INFO : Epoch 1760 | loss: 0.0312482 | val_loss: 0.031249 | Time: 2485.81 ms [2021-07-05 13:45:54 main:574] : INFO : Epoch 1761 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 2485.43 ms [2021-07-05 13:45:57 main:574] : INFO : Epoch 1762 | loss: 0.031248 | val_loss: 0.0312496 | Time: 2515.03 ms [2021-07-05 13:45:59 main:574] : INFO : Epoch 1763 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 2458.32 ms [2021-07-05 13:46:02 main:574] : INFO : Epoch 1764 | loss: 0.0312482 | val_loss: 0.031249 | Time: 2504.87 ms [2021-07-05 13:46:04 main:574] : INFO : Epoch 1765 | loss: 0.031248 | val_loss: 0.0312489 | Time: 2474.8 ms [2021-07-05 13:46:07 main:574] : INFO : Epoch 1766 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 2476.62 ms [2021-07-05 13:46:09 main:574] : INFO : Epoch 1767 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 2507.42 ms [2021-07-05 13:46:12 main:574] : INFO : Epoch 1768 | loss: 0.031248 | val_loss: 0.031249 | Time: 2508.18 ms [2021-07-05 13:46:14 main:574] : INFO : Epoch 1769 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 2447.14 ms [2021-07-05 13:46:17 main:574] : INFO : Epoch 1770 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2435.52 ms [2021-07-05 13:46:19 main:574] : INFO : Epoch 1771 | loss: 0.0312478 | val_loss: 0.031249 | Time: 2532.99 ms [2021-07-05 13:46:22 main:574] : INFO : Epoch 1772 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2521.65 ms [2021-07-05 13:46:24 main:574] : INFO : Epoch 1773 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 2532.87 ms [2021-07-05 13:46:27 main:574] : INFO : Epoch 1774 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 2478.94 ms [2021-07-05 13:46:29 main:574] : INFO : Epoch 1775 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2527.72 ms [2021-07-05 13:46:32 main:574] : INFO : Epoch 1776 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 2488.33 ms [2021-07-05 13:46:34 main:574] : INFO : Epoch 1777 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 2492.45 ms [2021-07-05 13:46:37 main:574] : INFO : Epoch 1778 | loss: 0.0312476 | val_loss: 0.0312489 | Time: 2593.19 ms [2021-07-05 13:46:40 main:574] : INFO : Epoch 1779 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2482.25 ms [2021-07-05 13:46:42 main:574] : INFO : Epoch 1780 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 2439.34 ms [2021-07-05 13:46:44 main:574] : INFO : Epoch 1781 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 2459.98 ms [2021-07-05 13:46:47 main:574] : INFO : Epoch 1782 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 2484.94 ms [2021-07-05 13:46:49 main:574] : INFO : Epoch 1783 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 2437.67 ms [2021-07-05 13:46:52 main:574] : INFO : Epoch 1784 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 2522.65 ms [2021-07-05 13:46:54 main:574] : INFO : Epoch 1785 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 2472.02 ms [2021-07-05 13:46:57 main:574] : INFO : Epoch 1786 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 2402.7 ms [2021-07-05 13:46:59 main:574] : INFO : Epoch 1787 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 2412.18 ms [2021-07-05 13:47:02 main:574] : INFO : Epoch 1788 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 2555.82 ms [2021-07-05 13:47:04 main:574] : INFO : Epoch 1789 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 2482.23 ms [2021-07-05 13:47:07 main:574] : INFO : Epoch 1790 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 2486.63 ms [2021-07-05 13:47:09 main:574] : INFO : Epoch 1791 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 2534.02 ms [2021-07-05 13:47:12 main:574] : INFO : Epoch 1792 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 2520.23 ms [2021-07-05 13:47:14 main:574] : INFO : Epoch 1793 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 2572.62 ms [2021-07-05 13:47:17 main:574] : INFO : Epoch 1794 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 2509.25 ms [2021-07-05 13:47:19 main:574] : INFO : Epoch 1795 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2553.51 ms [2021-07-05 13:47:22 main:574] : INFO : Epoch 1796 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 2502.83 ms [2021-07-05 13:47:25 main:574] : INFO : Epoch 1797 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 2560.9 ms [2021-07-05 13:47:27 main:574] : INFO : Epoch 1798 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 2432.75 ms [2021-07-05 13:47:29 main:574] : INFO : Epoch 1799 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2505.43 ms [2021-07-05 13:47:32 main:574] : INFO : Epoch 1800 | loss: 0.0312475 | val_loss: 0.031249 | Time: 2525.8 ms [2021-07-05 13:47:35 main:574] : INFO : Epoch 1801 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 2577.13 ms [2021-07-05 13:47:37 main:574] : INFO : Epoch 1802 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 2489.25 ms [2021-07-05 13:47:40 main:574] : INFO : Epoch 1803 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2495.26 ms [2021-07-05 13:47:42 main:574] : INFO : Epoch 1804 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 2493.82 ms [2021-07-05 13:47:45 main:574] : INFO : Epoch 1805 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 2509.66 ms [2021-07-05 13:47:47 main:574] : INFO : Epoch 1806 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 2489.19 ms [2021-07-05 13:47:50 main:574] : INFO : Epoch 1807 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 2425.19 ms [2021-07-05 13:47:52 main:574] : INFO : Epoch 1808 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 2518.41 ms [2021-07-05 13:47:55 main:574] : INFO : Epoch 1809 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 2476.19 ms [2021-07-05 13:47:57 main:574] : INFO : Epoch 1810 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 2402.5 ms [2021-07-05 13:47:59 main:574] : INFO : Epoch 1811 | loss: 0.0312474 | val_loss: 0.031248 | Time: 2455.53 ms [2021-07-05 13:48:02 main:574] : INFO : Epoch 1812 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 2479.97 ms [2021-07-05 13:48:04 main:574] : INFO : Epoch 1813 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 2452.62 ms [2021-07-05 13:48:07 main:574] : INFO : Epoch 1814 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 2477.81 ms [2021-07-05 13:48:09 main:574] : INFO : Epoch 1815 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 2509.69 ms [2021-07-05 13:48:12 main:574] : INFO : Epoch 1816 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 2484.36 ms [2021-07-05 13:48:14 main:574] : INFO : Epoch 1817 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 2504.03 ms [2021-07-05 13:48:17 main:574] : INFO : Epoch 1818 | loss: 0.0312472 | val_loss: 0.031248 | Time: 2505.84 ms [2021-07-05 13:48:19 main:574] : INFO : Epoch 1819 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2486.64 ms [2021-07-05 13:48:22 main:574] : INFO : Epoch 1820 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 2432.45 ms [2021-07-05 13:48:24 main:574] : INFO : Epoch 1821 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2463.64 ms [2021-07-05 13:48:27 main:574] : INFO : Epoch 1822 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 2518.71 ms [2021-07-05 13:48:29 main:574] : INFO : Epoch 1823 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 2546.71 ms [2021-07-05 13:48:32 main:574] : INFO : Epoch 1824 | loss: 0.031247 | val_loss: 0.0312481 | Time: 2464.33 ms [2021-07-05 13:48:34 main:574] : INFO : Epoch 1825 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 2432.37 ms [2021-07-05 13:48:37 main:574] : INFO : Epoch 1826 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 2518.54 ms [2021-07-05 13:48:39 main:574] : INFO : Epoch 1827 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 2423.22 ms [2021-07-05 13:48:42 main:574] : INFO : Epoch 1828 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 2424.05 ms [2021-07-05 13:48:44 main:574] : INFO : Epoch 1829 | loss: 0.031247 | val_loss: 0.031248 | Time: 2501.15 ms [2021-07-05 13:48:47 main:574] : INFO : Epoch 1830 | loss: 0.031247 | val_loss: 0.0312482 | Time: 2460.82 ms [2021-07-05 13:48:49 main:574] : INFO : Epoch 1831 | loss: 0.031247 | val_loss: 0.0312485 | Time: 2534.56 ms [2021-07-05 13:48:52 main:574] : INFO : Epoch 1832 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 2491.29 ms [2021-07-05 13:48:54 main:574] : INFO : Epoch 1833 | loss: 0.031247 | val_loss: 0.0312481 | Time: 2438.4 ms [2021-07-05 13:48:57 main:574] : INFO : Epoch 1834 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 2508.77 ms [2021-07-05 13:48:59 main:574] : INFO : Epoch 1835 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 2435.65 ms [2021-07-05 13:49:02 main:574] : INFO : Epoch 1836 | loss: 0.0312468 | val_loss: 0.0312477 | Time: 2551.63 ms [2021-07-05 13:49:04 main:574] : INFO : Epoch 1837 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 2433.45 ms [2021-07-05 13:49:07 main:574] : INFO : Epoch 1838 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 2479.07 ms [2021-07-05 13:49:09 main:574] : INFO : Epoch 1839 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 2512.79 ms [2021-07-05 13:49:12 main:574] : INFO : Epoch 1840 | loss: 0.0312466 | val_loss: 0.031248 | Time: 2480.95 ms [2021-07-05 13:49:14 main:574] : INFO : Epoch 1841 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 2520.34 ms [2021-07-05 13:49:16 main:574] : INFO : Epoch 1842 | loss: 0.0312466 | val_loss: 0.0312486 | Time: 2430.75 ms [2021-07-05 13:49:19 main:574] : INFO : Epoch 1843 | loss: 0.0312471 | val_loss: 0.0312498 | Time: 2522.75 ms [2021-07-05 13:49:21 main:574] : INFO : Epoch 1844 | loss: 0.031248 | val_loss: 0.0312483 | Time: 2430.31 ms [2021-07-05 13:49:24 main:574] : INFO : Epoch 1845 | loss: 0.0312475 | val_loss: 0.031248 | Time: 2493.33 ms [2021-07-05 13:49:26 main:574] : INFO : Epoch 1846 | loss: 0.031248 | val_loss: 0.0312502 | Time: 2190.94 ms [2021-07-05 13:49:28 main:574] : INFO : Epoch 1847 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 1709.24 ms [2021-07-05 13:49:30 main:574] : INFO : Epoch 1848 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 1683.73 ms [2021-07-05 13:49:31 main:574] : INFO : Epoch 1849 | loss: 0.0312468 | val_loss: 0.0312486 | Time: 1696.36 ms [2021-07-05 13:49:33 main:574] : INFO : Epoch 1850 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1665.08 ms [2021-07-05 13:49:35 main:574] : INFO : Epoch 1851 | loss: 0.031247 | val_loss: 0.0312476 | Time: 1995.84 ms [2021-07-05 13:49:37 main:574] : INFO : Epoch 1852 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2405.29 ms [2021-07-05 13:49:40 main:574] : INFO : Epoch 1853 | loss: 0.0312468 | val_loss: 0.0312486 | Time: 2468.6 ms [2021-07-05 13:49:42 main:574] : INFO : Epoch 1854 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 2451.12 ms [2021-07-05 13:49:45 main:574] : INFO : Epoch 1855 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2474.82 ms [2021-07-05 13:49:47 main:574] : INFO : Epoch 1856 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 2497.62 ms [2021-07-05 13:49:50 main:574] : INFO : Epoch 1857 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 2482.66 ms [2021-07-05 13:49:52 main:574] : INFO : Epoch 1858 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 2493.71 ms [2021-07-05 13:49:55 main:574] : INFO : Epoch 1859 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 2449.75 ms [2021-07-05 13:49:57 main:574] : INFO : Epoch 1860 | loss: 0.0312465 | val_loss: 0.0312483 | Time: 2452.36 ms [2021-07-05 13:50:00 main:574] : INFO : Epoch 1861 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 2555.94 ms [2021-07-05 13:50:02 main:574] : INFO : Epoch 1862 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 2539.36 ms [2021-07-05 13:50:05 main:574] : INFO : Epoch 1863 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2549.97 ms [2021-07-05 13:50:07 main:574] : INFO : Epoch 1864 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 2486.46 ms [2021-07-05 13:50:10 main:574] : INFO : Epoch 1865 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 2546.86 ms [2021-07-05 13:50:12 main:574] : INFO : Epoch 1866 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 2458.35 ms [2021-07-05 13:50:15 main:574] : INFO : Epoch 1867 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2514.62 ms [2021-07-05 13:50:17 main:574] : INFO : Epoch 1868 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 2556.93 ms [2021-07-05 13:50:20 main:574] : INFO : Epoch 1869 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2455.33 ms [2021-07-05 13:50:22 main:574] : INFO : Epoch 1870 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 2514.98 ms [2021-07-05 13:50:25 main:574] : INFO : Epoch 1871 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 2443.63 ms [2021-07-05 13:50:27 main:574] : INFO : Epoch 1872 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2486.82 ms [2021-07-05 13:50:30 main:574] : INFO : Epoch 1873 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 2542.62 ms [2021-07-05 13:50:32 main:574] : INFO : Epoch 1874 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 2482.18 ms [2021-07-05 13:50:35 main:574] : INFO : Epoch 1875 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 2542.92 ms [2021-07-05 13:50:37 main:574] : INFO : Epoch 1876 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 2497.31 ms [2021-07-05 13:50:40 main:574] : INFO : Epoch 1877 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2433.43 ms [2021-07-05 13:50:42 main:574] : INFO : Epoch 1878 | loss: 0.031246 | val_loss: 0.031248 | Time: 2533.73 ms [2021-07-05 13:50:45 main:574] : INFO : Epoch 1879 | loss: 0.0312463 | val_loss: 0.031247 | Time: 2481.94 ms [2021-07-05 13:50:47 main:574] : INFO : Epoch 1880 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2499.45 ms [2021-07-05 13:50:50 main:574] : INFO : Epoch 1881 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2524.43 ms [2021-07-05 13:50:52 main:574] : INFO : Epoch 1882 | loss: 0.031246 | val_loss: 0.0312482 | Time: 2542.64 ms [2021-07-05 13:50:55 main:574] : INFO : Epoch 1883 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 2501.67 ms [2021-07-05 13:50:57 main:574] : INFO : Epoch 1884 | loss: 0.031247 | val_loss: 0.0312481 | Time: 2493.51 ms [2021-07-05 13:51:00 main:574] : INFO : Epoch 1885 | loss: 0.0312462 | val_loss: 0.0312483 | Time: 2449.19 ms [2021-07-05 13:51:03 main:574] : INFO : Epoch 1886 | loss: 0.0312459 | val_loss: 0.0312477 | Time: 2594.12 ms [2021-07-05 13:51:05 main:574] : INFO : Epoch 1887 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2485.81 ms [2021-07-05 13:51:08 main:574] : INFO : Epoch 1888 | loss: 0.0312465 | val_loss: 0.0312506 | Time: 2495.11 ms [2021-07-05 13:51:10 main:574] : INFO : Epoch 1889 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 2532.46 ms [2021-07-05 13:51:13 main:574] : INFO : Epoch 1890 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2457.38 ms [2021-07-05 13:51:15 main:574] : INFO : Epoch 1891 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 2430.87 ms [2021-07-05 13:51:17 main:574] : INFO : Epoch 1892 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 2536.09 ms [2021-07-05 13:51:20 main:574] : INFO : Epoch 1893 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 2477.49 ms [2021-07-05 13:51:22 main:574] : INFO : Epoch 1894 | loss: 0.0312464 | val_loss: 0.0312498 | Time: 2451.2 ms [2021-07-05 13:51:25 main:574] : INFO : Epoch 1895 | loss: 0.0312494 | val_loss: 0.0312463 | Time: 2497 ms [2021-07-05 13:51:27 main:574] : INFO : Epoch 1896 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2541.86 ms [2021-07-05 13:51:30 main:574] : INFO : Epoch 1897 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 2497.03 ms [2021-07-05 13:51:32 main:574] : INFO : Epoch 1898 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 2480.53 ms [2021-07-05 13:51:35 main:574] : INFO : Epoch 1899 | loss: 0.031246 | val_loss: 0.0312479 | Time: 2549.99 ms [2021-07-05 13:51:38 main:574] : INFO : Epoch 1900 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2466.51 ms [2021-07-05 13:51:40 main:574] : INFO : Epoch 1901 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2562.61 ms [2021-07-05 13:51:43 main:574] : INFO : Epoch 1902 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 2451.41 ms [2021-07-05 13:51:45 main:574] : INFO : Epoch 1903 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2461.53 ms [2021-07-05 13:51:47 main:574] : INFO : Epoch 1904 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 2484.83 ms [2021-07-05 13:51:50 main:574] : INFO : Epoch 1905 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2489.21 ms [2021-07-05 13:51:52 main:574] : INFO : Epoch 1906 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 2454.41 ms [2021-07-05 13:51:55 main:574] : INFO : Epoch 1907 | loss: 0.0312458 | val_loss: 0.0312481 | Time: 2460.06 ms [2021-07-05 13:51:57 main:574] : INFO : Epoch 1908 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 2487.16 ms [2021-07-05 13:52:00 main:574] : INFO : Epoch 1909 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2471.33 ms [2021-07-05 13:52:02 main:574] : INFO : Epoch 1910 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2518.95 ms [2021-07-05 13:52:05 main:574] : INFO : Epoch 1911 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2466.2 ms [2021-07-05 13:52:07 main:574] : INFO : Epoch 1912 | loss: 0.0312454 | val_loss: 0.0312483 | Time: 2539.79 ms [2021-07-05 13:52:10 main:574] : INFO : Epoch 1913 | loss: 0.0312454 | val_loss: 0.031247 | Time: 2506.59 ms [2021-07-05 13:52:12 main:574] : INFO : Epoch 1914 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2508.92 ms [2021-07-05 13:52:15 main:574] : INFO : Epoch 1915 | loss: 0.0312457 | val_loss: 0.0312485 | Time: 2547.8 ms [2021-07-05 13:52:18 main:574] : INFO : Epoch 1916 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 2522.98 ms [2021-07-05 13:52:20 main:574] : INFO : Epoch 1917 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2549.88 ms [2021-07-05 13:52:23 main:574] : INFO : Epoch 1918 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 2497.38 ms [2021-07-05 13:52:25 main:574] : INFO : Epoch 1919 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 2451.47 ms [2021-07-05 13:52:27 main:574] : INFO : Epoch 1920 | loss: 0.0312463 | val_loss: 0.0312502 | Time: 2472.48 ms [2021-07-05 13:52:30 main:574] : INFO : Epoch 1921 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2509.43 ms [2021-07-05 13:52:33 main:574] : INFO : Epoch 1922 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 2510.72 ms [2021-07-05 13:52:35 main:574] : INFO : Epoch 1923 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2544.74 ms [2021-07-05 13:52:38 main:574] : INFO : Epoch 1924 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 2486.15 ms [2021-07-05 13:52:40 main:574] : INFO : Epoch 1925 | loss: 0.0312462 | val_loss: 0.0312481 | Time: 2528.71 ms [2021-07-05 13:52:43 main:574] : INFO : Epoch 1926 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 2462.78 ms [2021-07-05 13:52:45 main:574] : INFO : Epoch 1927 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 2458.38 ms [2021-07-05 13:52:48 main:574] : INFO : Epoch 1928 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 2507.48 ms [2021-07-05 13:52:50 main:574] : INFO : Epoch 1929 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2488.32 ms [2021-07-05 13:52:53 main:574] : INFO : Epoch 1930 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2486.15 ms [2021-07-05 13:52:55 main:574] : INFO : Epoch 1931 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2438.61 ms [2021-07-05 13:52:58 main:574] : INFO : Epoch 1932 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 2538.48 ms [2021-07-05 13:53:00 main:574] : INFO : Epoch 1933 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 2472.49 ms [2021-07-05 13:53:03 main:574] : INFO : Epoch 1934 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2496.53 ms [2021-07-05 13:53:05 main:574] : INFO : Epoch 1935 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 2495.82 ms [2021-07-05 13:53:08 main:574] : INFO : Epoch 1936 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2510.1 ms [2021-07-05 13:53:10 main:574] : INFO : Epoch 1937 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 2519.31 ms [2021-07-05 13:53:13 main:574] : INFO : Epoch 1938 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2489.34 ms [2021-07-05 13:53:15 main:574] : INFO : Epoch 1939 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 2514.6 ms [2021-07-05 13:53:18 main:574] : INFO : Epoch 1940 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2519.47 ms [2021-07-05 13:53:20 main:574] : INFO : Epoch 1941 | loss: 0.0312467 | val_loss: 0.0312492 | Time: 2515.02 ms [2021-07-05 13:53:23 main:574] : INFO : Epoch 1942 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 2484.84 ms [2021-07-05 13:53:25 main:574] : INFO : Epoch 1943 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 2510.56 ms [2021-07-05 13:53:28 main:574] : INFO : Epoch 1944 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2494.43 ms [2021-07-05 13:53:30 main:574] : INFO : Epoch 1945 | loss: 0.0312479 | val_loss: 0.0312457 | Time: 2496.45 ms [2021-07-05 13:53:33 main:574] : INFO : Epoch 1946 | loss: 0.0312465 | val_loss: 0.0312494 | Time: 2471.71 ms [2021-07-05 13:53:35 main:574] : INFO : Epoch 1947 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 2563.19 ms [2021-07-05 13:53:38 main:574] : INFO : Epoch 1948 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 2461.66 ms [2021-07-05 13:53:40 main:574] : INFO : Epoch 1949 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 2484.34 ms [2021-07-05 13:53:43 main:574] : INFO : Epoch 1950 | loss: 0.0312456 | val_loss: 0.031247 | Time: 2483.26 ms [2021-07-05 13:53:45 main:574] : INFO : Epoch 1951 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 2490.2 ms [2021-07-05 13:53:48 main:574] : INFO : Epoch 1952 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 2405.79 ms [2021-07-05 13:53:50 main:574] : INFO : Epoch 1953 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 2546.27 ms [2021-07-05 13:53:53 main:574] : INFO : Epoch 1954 | loss: 0.0312454 | val_loss: 0.0312497 | Time: 2531.01 ms [2021-07-05 13:53:55 main:574] : INFO : Epoch 1955 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2520.89 ms [2021-07-05 13:53:58 main:574] : INFO : Epoch 1956 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 2500.13 ms [2021-07-05 13:54:00 main:574] : INFO : Epoch 1957 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2611.15 ms [2021-07-05 13:54:03 main:574] : INFO : Epoch 1958 | loss: 0.0312491 | val_loss: 0.031251 | Time: 2484.7 ms [2021-07-05 13:54:05 main:574] : INFO : Epoch 1959 | loss: 0.0312465 | val_loss: 0.0312501 | Time: 2568.35 ms [2021-07-05 13:54:08 main:574] : INFO : Epoch 1960 | loss: 0.0312471 | val_loss: 0.0312515 | Time: 2501.94 ms [2021-07-05 13:54:10 main:574] : INFO : Epoch 1961 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2527.56 ms [2021-07-05 13:54:13 main:574] : INFO : Epoch 1962 | loss: 0.0312453 | val_loss: 0.0312466 | Time: 2512.69 ms [2021-07-05 13:54:15 main:574] : INFO : Epoch 1963 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2472.93 ms [2021-07-05 13:54:18 main:574] : INFO : Epoch 1964 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2504.47 ms [2021-07-05 13:54:20 main:574] : INFO : Epoch 1965 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 2530.85 ms [2021-07-05 13:54:23 main:574] : INFO : Epoch 1966 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2516.35 ms [2021-07-05 13:54:26 main:574] : INFO : Epoch 1967 | loss: 0.031245 | val_loss: 0.0312457 | Time: 2565.21 ms [2021-07-05 13:54:28 main:574] : INFO : Epoch 1968 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2550.66 ms [2021-07-05 13:54:31 main:574] : INFO : Epoch 1969 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2492.03 ms [2021-07-05 13:54:33 main:574] : INFO : Epoch 1970 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 2552.94 ms [2021-07-05 13:54:36 main:574] : INFO : Epoch 1971 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2489.94 ms [2021-07-05 13:54:38 main:574] : INFO : Epoch 1972 | loss: 0.0312453 | val_loss: 0.031246 | Time: 2502.28 ms [2021-07-05 13:54:41 main:574] : INFO : Epoch 1973 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 2504.31 ms [2021-07-05 13:54:43 main:574] : INFO : Epoch 1974 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 2520.68 ms [2021-07-05 13:54:46 main:574] : INFO : Epoch 1975 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2465.67 ms [2021-07-05 13:54:48 main:574] : INFO : Epoch 1976 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2564.91 ms [2021-07-05 13:54:51 main:574] : INFO : Epoch 1977 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2511.29 ms [2021-07-05 13:54:53 main:574] : INFO : Epoch 1978 | loss: 0.0312455 | val_loss: 0.0312492 | Time: 2505.25 ms [2021-07-05 13:54:56 main:574] : INFO : Epoch 1979 | loss: 0.031246 | val_loss: 0.0312471 | Time: 2493.89 ms [2021-07-05 13:54:58 main:574] : INFO : Epoch 1980 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2509.1 ms [2021-07-05 13:55:01 main:574] : INFO : Epoch 1981 | loss: 0.031246 | val_loss: 0.0312477 | Time: 2480.52 ms [2021-07-05 13:55:03 main:574] : INFO : Epoch 1982 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 2497.3 ms [2021-07-05 13:55:06 main:574] : INFO : Epoch 1983 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2494.11 ms [2021-07-05 13:55:08 main:574] : INFO : Epoch 1984 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 2546.15 ms [2021-07-05 13:55:11 main:574] : INFO : Epoch 1985 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 2451.99 ms [2021-07-05 13:55:13 main:574] : INFO : Epoch 1986 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 2518.82 ms [2021-07-05 13:55:16 main:574] : INFO : Epoch 1987 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2515.33 ms [2021-07-05 13:55:18 main:574] : INFO : Epoch 1988 | loss: 0.031245 | val_loss: 0.0312461 | Time: 2502.89 ms [2021-07-05 13:55:21 main:574] : INFO : Epoch 1989 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2509.58 ms [2021-07-05 13:55:23 main:574] : INFO : Epoch 1990 | loss: 0.031245 | val_loss: 0.031247 | Time: 2540.36 ms [2021-07-05 13:55:26 main:574] : INFO : Epoch 1991 | loss: 0.031245 | val_loss: 0.0312469 | Time: 2567.66 ms [2021-07-05 13:55:29 main:574] : INFO : Epoch 1992 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2574.87 ms [2021-07-05 13:55:31 main:574] : INFO : Epoch 1993 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2516.29 ms [2021-07-05 13:55:33 main:574] : INFO : Epoch 1994 | loss: 0.0312451 | val_loss: 0.0312474 | Time: 2441.98 ms [2021-07-05 13:55:36 main:574] : INFO : Epoch 1995 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 2518.33 ms [2021-07-05 13:55:39 main:574] : INFO : Epoch 1996 | loss: 0.0312475 | val_loss: 0.031246 | Time: 2521.99 ms [2021-07-05 13:55:41 main:574] : INFO : Epoch 1997 | loss: 0.0312459 | val_loss: 0.031247 | Time: 2520.88 ms [2021-07-05 13:55:44 main:574] : INFO : Epoch 1998 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 2478.67 ms [2021-07-05 13:55:46 main:574] : INFO : Epoch 1999 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 2518.7 ms [2021-07-05 13:55:49 main:574] : INFO : Epoch 2000 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2487.9 ms [2021-07-05 13:55:51 main:574] : INFO : Epoch 2001 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2450.58 ms [2021-07-05 13:55:54 main:574] : INFO : Epoch 2002 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2479.67 ms [2021-07-05 13:55:56 main:574] : INFO : Epoch 2003 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 2516.12 ms [2021-07-05 13:55:59 main:574] : INFO : Epoch 2004 | loss: 0.0312455 | val_loss: 0.0312495 | Time: 2516.11 ms [2021-07-05 13:56:01 main:574] : INFO : Epoch 2005 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2473.56 ms [2021-07-05 13:56:03 main:574] : INFO : Epoch 2006 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2447.87 ms [2021-07-05 13:56:06 main:574] : INFO : Epoch 2007 | loss: 0.0312474 | val_loss: 0.0312502 | Time: 2503.9 ms [2021-07-05 13:56:09 main:574] : INFO : Epoch 2008 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 2516.07 ms [2021-07-05 13:56:11 main:574] : INFO : Epoch 2009 | loss: 0.0312457 | val_loss: 0.031246 | Time: 2545.56 ms [2021-07-05 13:56:14 main:574] : INFO : Epoch 2010 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 2522.81 ms [2021-07-05 13:56:16 main:574] : INFO : Epoch 2011 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 2512.35 ms [2021-07-05 13:56:19 main:574] : INFO : Epoch 2012 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2532.1 ms [2021-07-05 13:56:21 main:574] : INFO : Epoch 2013 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 2504.7 ms [2021-07-05 13:56:24 main:574] : INFO : Epoch 2014 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 2537.1 ms [2021-07-05 13:56:26 main:574] : INFO : Epoch 2015 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 2486.69 ms [2021-07-05 13:56:29 main:574] : INFO : Epoch 2016 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2515.71 ms [2021-07-05 13:56:31 main:574] : INFO : Epoch 2017 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2534.05 ms [2021-07-05 13:56:34 main:574] : INFO : Epoch 2018 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 2494.91 ms [2021-07-05 13:56:36 main:574] : INFO : Epoch 2019 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 2509.96 ms [2021-07-05 13:56:39 main:574] : INFO : Epoch 2020 | loss: 0.031246 | val_loss: 0.0312503 | Time: 2497.29 ms [2021-07-05 13:56:41 main:574] : INFO : Epoch 2021 | loss: 0.031248 | val_loss: 0.0312461 | Time: 2545.54 ms [2021-07-05 13:56:44 main:574] : INFO : Epoch 2022 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2546.68 ms [2021-07-05 13:56:46 main:574] : INFO : Epoch 2023 | loss: 0.0312452 | val_loss: 0.0312478 | Time: 2502.79 ms [2021-07-05 13:56:49 main:574] : INFO : Epoch 2024 | loss: 0.0312472 | val_loss: 0.03126 | Time: 2485.68 ms [2021-07-05 13:56:51 main:574] : INFO : Epoch 2025 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2446.06 ms [2021-07-05 13:56:54 main:574] : INFO : Epoch 2026 | loss: 0.0312456 | val_loss: 0.031247 | Time: 2430.19 ms [2021-07-05 13:56:56 main:574] : INFO : Epoch 2027 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 2552.26 ms [2021-07-05 13:56:59 main:574] : INFO : Epoch 2028 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 2523.94 ms [2021-07-05 13:57:01 main:574] : INFO : Epoch 2029 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 2540.45 ms [2021-07-05 13:57:04 main:574] : INFO : Epoch 2030 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2501.32 ms [2021-07-05 13:57:06 main:574] : INFO : Epoch 2031 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2529.09 ms [2021-07-05 13:57:09 main:574] : INFO : Epoch 2032 | loss: 0.0312453 | val_loss: 0.031246 | Time: 2515.38 ms [2021-07-05 13:57:12 main:574] : INFO : Epoch 2033 | loss: 0.0312452 | val_loss: 0.0312492 | Time: 2546.31 ms [2021-07-05 13:57:14 main:574] : INFO : Epoch 2034 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 2557.79 ms [2021-07-05 13:57:17 main:574] : INFO : Epoch 2035 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2536.28 ms [2021-07-05 13:57:19 main:574] : INFO : Epoch 2036 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 2510.79 ms [2021-07-05 13:57:22 main:574] : INFO : Epoch 2037 | loss: 0.0312451 | val_loss: 0.0312466 | Time: 2502.76 ms [2021-07-05 13:57:24 main:574] : INFO : Epoch 2038 | loss: 0.0312466 | val_loss: 0.0312479 | Time: 2548.49 ms [2021-07-05 13:57:27 main:574] : INFO : Epoch 2039 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2450.47 ms [2021-07-05 13:57:29 main:574] : INFO : Epoch 2040 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2539.46 ms [2021-07-05 13:57:32 main:574] : INFO : Epoch 2041 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2419.94 ms [2021-07-05 13:57:34 main:574] : INFO : Epoch 2042 | loss: 0.031245 | val_loss: 0.0312465 | Time: 2436.23 ms [2021-07-05 13:57:37 main:574] : INFO : Epoch 2043 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 2502.55 ms [2021-07-05 13:57:39 main:574] : INFO : Epoch 2044 | loss: 0.0312454 | val_loss: 0.0312467 | Time: 2459.99 ms [2021-07-05 13:57:42 main:574] : INFO : Epoch 2045 | loss: 0.0312463 | val_loss: 0.0312497 | Time: 2496.23 ms [2021-07-05 13:57:44 main:574] : INFO : Epoch 2046 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2471.51 ms [2021-07-05 13:57:46 main:574] : INFO : Epoch 2047 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2462.19 ms [2021-07-05 13:57:49 main:574] : INFO : Epoch 2048 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 2516.65 ms [2021-07-05 13:57:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312458 [2021-07-05 13:57:49 main:603] : INFO : Saving end state to config to file [2021-07-05 13:57:49 main:608] : INFO : Success, exiting.. 13:57:49 (49580): 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)