Task 7771318
| Name | ParityModified-1631729522-21065-3_0 |
| Workunit | 5405513 |
| Created | 2 Oct 2021, 17:30:49 UTC |
| Sent | 10 Oct 2021, 11:56:20 UTC |
| Report deadline | 17 Oct 2021, 11:56:20 UTC |
| Received | 10 Oct 2021, 14:20:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 21 min 40 sec |
| CPU time | 1 hours 19 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0 14:58:04 main:574] : INFO : Epoch 1542 | loss: 0.031184 | val_loss: 0.0311948 | Time: 2226.5 ms [2021-10-10 14:58:07 main:574] : INFO : Epoch 1543 | loss: 0.031186 | val_loss: 0.031193 | Time: 2248.44 ms [2021-10-10 14:58:09 main:574] : INFO : Epoch 1544 | loss: 0.0311859 | val_loss: 0.0311924 | Time: 2278.93 ms [2021-10-10 14:58:11 main:574] : INFO : Epoch 1545 | loss: 0.0311835 | val_loss: 0.0311924 | Time: 2243.11 ms [2021-10-10 14:58:14 main:574] : INFO : Epoch 1546 | loss: 0.0311832 | val_loss: 0.0311943 | Time: 2229.47 ms [2021-10-10 14:58:16 main:574] : INFO : Epoch 1547 | loss: 0.0311835 | val_loss: 0.0311914 | Time: 2253.52 ms [2021-10-10 14:58:18 main:574] : INFO : Epoch 1548 | loss: 0.031183 | val_loss: 0.031193 | Time: 2256.77 ms [2021-10-10 14:58:20 main:574] : INFO : Epoch 1549 | loss: 0.0311829 | val_loss: 0.0311922 | Time: 2190.23 ms [2021-10-10 14:58:22 main:574] : INFO : Epoch 1550 | loss: 0.0311845 | val_loss: 0.0311939 | Time: 2216.66 ms [2021-10-10 14:58:25 main:574] : INFO : Epoch 1551 | loss: 0.0311829 | val_loss: 0.0311927 | Time: 2259.05 ms [2021-10-10 14:58:27 main:574] : INFO : Epoch 1552 | loss: 0.0311829 | val_loss: 0.0311923 | Time: 2232.25 ms [2021-10-10 14:58:29 main:574] : INFO : Epoch 1553 | loss: 0.0311827 | val_loss: 0.031198 | Time: 2243.07 ms [2021-10-10 14:58:31 main:574] : INFO : Epoch 1554 | loss: 0.0311858 | val_loss: 0.0311943 | Time: 2257.84 ms [2021-10-10 14:58:34 main:574] : INFO : Epoch 1555 | loss: 0.0311828 | val_loss: 0.0311924 | Time: 2244.14 ms [2021-10-10 14:58:36 main:574] : INFO : Epoch 1556 | loss: 0.0311826 | val_loss: 0.0311944 | Time: 2246.39 ms [2021-10-10 14:58:38 main:574] : INFO : Epoch 1557 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 2270.92 ms [2021-10-10 14:58:40 main:574] : INFO : Epoch 1558 | loss: 0.0311854 | val_loss: 0.0311916 | Time: 2187.79 ms [2021-10-10 14:58:43 main:574] : INFO : Epoch 1559 | loss: 0.0311833 | val_loss: 0.0311916 | Time: 2201.11 ms [2021-10-10 14:58:45 main:574] : INFO : Epoch 1560 | loss: 0.0311828 | val_loss: 0.0311922 | Time: 2231.95 ms [2021-10-10 14:58:47 main:574] : INFO : Epoch 1561 | loss: 0.0311841 | val_loss: 0.0311931 | Time: 2211.83 ms [2021-10-10 14:58:49 main:574] : INFO : Epoch 1562 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 2320.63 ms [2021-10-10 14:58:52 main:574] : INFO : Epoch 1563 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 2224.24 ms [2021-10-10 14:58:54 main:574] : INFO : Epoch 1564 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 2263.28 ms [2021-10-10 14:58:56 main:574] : INFO : Epoch 1565 | loss: 0.0311831 | val_loss: 0.0311925 | Time: 2256.34 ms [2021-10-10 14:58:58 main:574] : INFO : Epoch 1566 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 2222.81 ms [2021-10-10 14:59:01 main:574] : INFO : Epoch 1567 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 2265.08 ms [2021-10-10 14:59:03 main:574] : INFO : Epoch 1568 | loss: 0.0311826 | val_loss: 0.0311912 | Time: 2229.24 ms [2021-10-10 14:59:05 main:574] : INFO : Epoch 1569 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 2200.7 ms [2021-10-10 14:59:07 main:574] : INFO : Epoch 1570 | loss: 0.0311844 | val_loss: 0.0311925 | Time: 2189.74 ms [2021-10-10 14:59:10 main:574] : INFO : Epoch 1571 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 2226.9 ms [2021-10-10 14:59:12 main:574] : INFO : Epoch 1572 | loss: 0.0311834 | val_loss: 0.0311915 | Time: 2242.86 ms [2021-10-10 14:59:14 main:574] : INFO : Epoch 1573 | loss: 0.0311832 | val_loss: 0.0311935 | Time: 2227.8 ms [2021-10-10 14:59:16 main:574] : INFO : Epoch 1574 | loss: 0.0311829 | val_loss: 0.0311918 | Time: 2234.05 ms [2021-10-10 14:59:19 main:574] : INFO : Epoch 1575 | loss: 0.0311822 | val_loss: 0.0311949 | Time: 2265.51 ms [2021-10-10 14:59:21 main:574] : INFO : Epoch 1576 | loss: 0.0311855 | val_loss: 0.0312033 | Time: 2214.62 ms [2021-10-10 14:59:23 main:574] : INFO : Epoch 1577 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 2205 ms [2021-10-10 14:59:25 main:574] : INFO : Epoch 1578 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 2254.19 ms [2021-10-10 14:59:27 main:574] : INFO : Epoch 1579 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 2224.79 ms [2021-10-10 14:59:30 main:574] : INFO : Epoch 1580 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 2162.53 ms [2021-10-10 14:59:32 main:574] : INFO : Epoch 1581 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 2256.05 ms [2021-10-10 14:59:34 main:574] : INFO : Epoch 1582 | loss: 0.0311861 | val_loss: 0.031191 | Time: 2238.33 ms [2021-10-10 14:59:36 main:574] : INFO : Epoch 1583 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 2226.37 ms [2021-10-10 14:59:39 main:574] : INFO : Epoch 1584 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 2224.33 ms [2021-10-10 14:59:41 main:574] : INFO : Epoch 1585 | loss: 0.031184 | val_loss: 0.0311936 | Time: 2241.29 ms [2021-10-10 14:59:43 main:574] : INFO : Epoch 1586 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 2323.28 ms [2021-10-10 14:59:45 main:574] : INFO : Epoch 1587 | loss: 0.0311844 | val_loss: 0.0311913 | Time: 2244.27 ms [2021-10-10 14:59:48 main:574] : INFO : Epoch 1588 | loss: 0.0311874 | val_loss: 0.0312146 | Time: 2253.42 ms [2021-10-10 14:59:50 main:574] : INFO : Epoch 1589 | loss: 0.0311922 | val_loss: 0.0312022 | Time: 2228.3 ms [2021-10-10 14:59:52 main:574] : INFO : Epoch 1590 | loss: 0.0311864 | val_loss: 0.0311929 | Time: 2214.42 ms [2021-10-10 14:59:54 main:574] : INFO : Epoch 1591 | loss: 0.031184 | val_loss: 0.0311948 | Time: 2232.8 ms [2021-10-10 14:59:57 main:574] : INFO : Epoch 1592 | loss: 0.0311836 | val_loss: 0.031193 | Time: 2264.51 ms [2021-10-10 14:59:59 main:574] : INFO : Epoch 1593 | loss: 0.0311823 | val_loss: 0.0311931 | Time: 2239.44 ms [2021-10-10 15:00:01 main:574] : INFO : Epoch 1594 | loss: 0.0311824 | val_loss: 0.0311923 | Time: 2270.15 ms [2021-10-10 15:00:03 main:574] : INFO : Epoch 1595 | loss: 0.0311826 | val_loss: 0.0311925 | Time: 2207.56 ms [2021-10-10 15:00:06 main:574] : INFO : Epoch 1596 | loss: 0.031182 | val_loss: 0.0311942 | Time: 2169.03 ms [2021-10-10 15:00:08 main:574] : INFO : Epoch 1597 | loss: 0.0311831 | val_loss: 0.031193 | Time: 2170.88 ms [2021-10-10 15:00:10 main:574] : INFO : Epoch 1598 | loss: 0.0311837 | val_loss: 0.0311915 | Time: 2202.75 ms [2021-10-10 15:00:12 main:574] : INFO : Epoch 1599 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 2217.38 ms [2021-10-10 15:00:14 main:574] : INFO : Epoch 1600 | loss: 0.0311827 | val_loss: 0.0311962 | Time: 2176.05 ms [2021-10-10 15:00:16 main:574] : INFO : Epoch 1601 | loss: 0.0311826 | val_loss: 0.0311938 | Time: 2193.36 ms [2021-10-10 15:00:19 main:574] : INFO : Epoch 1602 | loss: 0.031183 | val_loss: 0.0311941 | Time: 2182.55 ms [2021-10-10 15:00:21 main:574] : INFO : Epoch 1603 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 2250.01 ms [2021-10-10 15:00:23 main:574] : INFO : Epoch 1604 | loss: 0.0311836 | val_loss: 0.0311939 | Time: 2219.95 ms [2021-10-10 15:00:25 main:574] : INFO : Epoch 1605 | loss: 0.0311821 | val_loss: 0.031193 | Time: 2200.33 ms [2021-10-10 15:00:28 main:574] : INFO : Epoch 1606 | loss: 0.0311829 | val_loss: 0.0311933 | Time: 2208.21 ms [2021-10-10 15:00:30 main:574] : INFO : Epoch 1607 | loss: 0.0311829 | val_loss: 0.0311942 | Time: 2194.51 ms [2021-10-10 15:00:32 main:574] : INFO : Epoch 1608 | loss: 0.0311829 | val_loss: 0.0311968 | Time: 2198.22 ms [2021-10-10 15:00:34 main:574] : INFO : Epoch 1609 | loss: 0.0311834 | val_loss: 0.0311935 | Time: 2171.52 ms [2021-10-10 15:00:36 main:574] : INFO : Epoch 1610 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 2179.16 ms [2021-10-10 15:00:39 main:574] : INFO : Epoch 1611 | loss: 0.0311842 | val_loss: 0.031192 | Time: 2249.79 ms [2021-10-10 15:00:41 main:574] : INFO : Epoch 1612 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 2234.91 ms [2021-10-10 15:00:43 main:574] : INFO : Epoch 1613 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 2224.84 ms [2021-10-10 15:00:45 main:574] : INFO : Epoch 1614 | loss: 0.0311825 | val_loss: 0.0311931 | Time: 2214.96 ms [2021-10-10 15:00:47 main:574] : INFO : Epoch 1615 | loss: 0.0311821 | val_loss: 0.0311966 | Time: 2200.79 ms [2021-10-10 15:00:50 main:574] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.0311926 | Time: 2195.49 ms [2021-10-10 15:00:52 main:574] : INFO : Epoch 1617 | loss: 0.031182 | val_loss: 0.0311928 | Time: 2207.2 ms [2021-10-10 15:00:54 main:574] : INFO : Epoch 1618 | loss: 0.031183 | val_loss: 0.0311926 | Time: 2310.54 ms [2021-10-10 15:00:56 main:574] : INFO : Epoch 1619 | loss: 0.0311834 | val_loss: 0.0311928 | Time: 2210.77 ms [2021-10-10 15:00:59 main:574] : INFO : Epoch 1620 | loss: 0.0311849 | val_loss: 0.031194 | Time: 2261.43 ms [2021-10-10 15:01:01 main:574] : INFO : Epoch 1621 | loss: 0.0311851 | val_loss: 0.0311949 | Time: 2254.13 ms [2021-10-10 15:01:03 main:574] : INFO : Epoch 1622 | loss: 0.0311824 | val_loss: 0.0311923 | Time: 2247 ms [2021-10-10 15:01:05 main:574] : INFO : Epoch 1623 | loss: 0.0311819 | val_loss: 0.0311941 | Time: 2242.08 ms [2021-10-10 15:01:08 main:574] : INFO : Epoch 1624 | loss: 0.0311827 | val_loss: 0.0311917 | Time: 2469.28 ms [2021-10-10 15:01:10 main:574] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311945 | Time: 2536.95 ms [2021-10-10 15:01:13 main:574] : INFO : Epoch 1626 | loss: 0.0311834 | val_loss: 0.0311945 | Time: 2534.27 ms [2021-10-10 15:01:16 main:574] : INFO : Epoch 1627 | loss: 0.0311837 | val_loss: 0.0312014 | Time: 2556 ms [2021-10-10 15:01:18 main:574] : INFO : Epoch 1628 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 2464.65 ms [2021-10-10 15:01:21 main:574] : INFO : Epoch 1629 | loss: 0.0311857 | val_loss: 0.0311941 | Time: 2466.03 ms [2021-10-10 15:01:23 main:574] : INFO : Epoch 1630 | loss: 0.0311832 | val_loss: 0.0311927 | Time: 2696.32 ms [2021-10-10 15:01:26 main:574] : INFO : Epoch 1631 | loss: 0.0311825 | val_loss: 0.0311916 | Time: 2475.82 ms [2021-10-10 15:01:28 main:574] : INFO : Epoch 1632 | loss: 0.0311825 | val_loss: 0.0311977 | Time: 2504.31 ms [2021-10-10 15:01:31 main:574] : INFO : Epoch 1633 | loss: 0.0311843 | val_loss: 0.0311917 | Time: 2447.12 ms [2021-10-10 15:01:33 main:574] : INFO : Epoch 1634 | loss: 0.0311829 | val_loss: 0.031194 | Time: 2493.47 ms [2021-10-10 15:01:36 main:574] : INFO : Epoch 1635 | loss: 0.0311827 | val_loss: 0.0311915 | Time: 2485.38 ms [2021-10-10 15:01:38 main:574] : INFO : Epoch 1636 | loss: 0.031183 | val_loss: 0.0311958 | Time: 2478.84 ms [2021-10-10 15:01:41 main:574] : INFO : Epoch 1637 | loss: 0.0311837 | val_loss: 0.031193 | Time: 2543.48 ms [2021-10-10 15:01:43 main:574] : INFO : Epoch 1638 | loss: 0.0311834 | val_loss: 0.0311924 | Time: 2470.57 ms [2021-10-10 15:01:46 main:574] : INFO : Epoch 1639 | loss: 0.0311829 | val_loss: 0.0311945 | Time: 2436.14 ms [2021-10-10 15:01:48 main:574] : INFO : Epoch 1640 | loss: 0.0311828 | val_loss: 0.0311924 | Time: 2475.17 ms [2021-10-10 15:01:51 main:574] : INFO : Epoch 1641 | loss: 0.0311826 | val_loss: 0.0311972 | Time: 2504.71 ms [2021-10-10 15:01:53 main:574] : INFO : Epoch 1642 | loss: 0.0311833 | val_loss: 0.0311929 | Time: 2748.47 ms [2021-10-10 15:01:56 main:574] : INFO : Epoch 1643 | loss: 0.0311841 | val_loss: 0.0311921 | Time: 2482.18 ms [2021-10-10 15:01:58 main:574] : INFO : Epoch 1644 | loss: 0.0311824 | val_loss: 0.031193 | Time: 2616.11 ms [2021-10-10 15:02:01 main:574] : INFO : Epoch 1645 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 2500.35 ms [2021-10-10 15:02:03 main:574] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.031194 | Time: 2389.61 ms [2021-10-10 15:02:06 main:574] : INFO : Epoch 1647 | loss: 0.0311814 | val_loss: 0.0311925 | Time: 2371.7 ms [2021-10-10 15:02:08 main:574] : INFO : Epoch 1648 | loss: 0.0311831 | val_loss: 0.0311913 | Time: 2343.44 ms [2021-10-10 15:02:10 main:574] : INFO : Epoch 1649 | loss: 0.0311825 | val_loss: 0.0311928 | Time: 2319.22 ms [2021-10-10 15:02:13 main:574] : INFO : Epoch 1650 | loss: 0.0311822 | val_loss: 0.0311953 | Time: 2566.95 ms [2021-10-10 15:02:15 main:574] : INFO : Epoch 1651 | loss: 0.0311835 | val_loss: 0.0311974 | Time: 2440.25 ms [2021-10-10 15:02:18 main:574] : INFO : Epoch 1652 | loss: 0.031183 | val_loss: 0.0311924 | Time: 2453.88 ms [2021-10-10 15:02:20 main:574] : INFO : Epoch 1653 | loss: 0.0311815 | val_loss: 0.0311945 | Time: 2390.24 ms [2021-10-10 15:02:23 main:574] : INFO : Epoch 1654 | loss: 0.031183 | val_loss: 0.0311932 | Time: 2383 ms [2021-10-10 15:02:25 main:574] : INFO : Epoch 1655 | loss: 0.031182 | val_loss: 0.0311924 | Time: 2350.8 ms [2021-10-10 15:02:27 main:574] : INFO : Epoch 1656 | loss: 0.0311826 | val_loss: 0.0311948 | Time: 2314.22 ms [2021-10-10 15:02:30 main:574] : INFO : Epoch 1657 | loss: 0.0311816 | val_loss: 0.031193 | Time: 2354.66 ms [2021-10-10 15:02:32 main:574] : INFO : Epoch 1658 | loss: 0.0311825 | val_loss: 0.0311929 | Time: 2312.58 ms [2021-10-10 15:02:34 main:574] : INFO : Epoch 1659 | loss: 0.0311835 | val_loss: 0.031194 | Time: 2438.09 ms [2021-10-10 15:02:37 main:574] : INFO : Epoch 1660 | loss: 0.0311825 | val_loss: 0.0311969 | Time: 2723.15 ms [2021-10-10 15:02:40 main:574] : INFO : Epoch 1661 | loss: 0.0311826 | val_loss: 0.0311934 | Time: 2477.59 ms [2021-10-10 15:02:42 main:574] : INFO : Epoch 1662 | loss: 0.0311846 | val_loss: 0.0311958 | Time: 2487.58 ms [2021-10-10 15:02:45 main:574] : INFO : Epoch 1663 | loss: 0.0311819 | val_loss: 0.0311945 | Time: 2498.13 ms [2021-10-10 15:02:47 main:574] : INFO : Epoch 1664 | loss: 0.0311814 | val_loss: 0.0311922 | Time: 2503.04 ms [2021-10-10 15:02:50 main:574] : INFO : Epoch 1665 | loss: 0.0311822 | val_loss: 0.031192 | Time: 2449.49 ms [2021-10-10 15:02:52 main:574] : INFO : Epoch 1666 | loss: 0.0311838 | val_loss: 0.0311956 | Time: 2505.6 ms [2021-10-10 15:02:55 main:574] : INFO : Epoch 1667 | loss: 0.0311826 | val_loss: 0.0311936 | Time: 2467.99 ms [2021-10-10 15:02:57 main:574] : INFO : Epoch 1668 | loss: 0.0311816 | val_loss: 0.031193 | Time: 2514.91 ms [2021-10-10 15:03:00 main:574] : INFO : Epoch 1669 | loss: 0.0311808 | val_loss: 0.0311935 | Time: 2464.04 ms [2021-10-10 15:03:02 main:574] : INFO : Epoch 1670 | loss: 0.0311811 | val_loss: 0.0311943 | Time: 2746.71 ms [2021-10-10 15:03:05 main:574] : INFO : Epoch 1671 | loss: 0.0311821 | val_loss: 0.031193 | Time: 2552.97 ms [2021-10-10 15:03:07 main:574] : INFO : Epoch 1672 | loss: 0.0311826 | val_loss: 0.0311931 | Time: 2503.43 ms [2021-10-10 15:03:10 main:574] : INFO : Epoch 1673 | loss: 0.031182 | val_loss: 0.0311912 | Time: 2533.26 ms [2021-10-10 15:03:13 main:574] : INFO : Epoch 1674 | loss: 0.0311819 | val_loss: 0.031193 | Time: 2505.89 ms [2021-10-10 15:03:15 main:574] : INFO : Epoch 1675 | loss: 0.0311817 | val_loss: 0.0311931 | Time: 2530.07 ms [2021-10-10 15:03:18 main:574] : INFO : Epoch 1676 | loss: 0.0311811 | val_loss: 0.0311934 | Time: 2512 ms [2021-10-10 15:03:20 main:574] : INFO : Epoch 1677 | loss: 0.0311807 | val_loss: 0.0311936 | Time: 2498.76 ms [2021-10-10 15:03:23 main:574] : INFO : Epoch 1678 | loss: 0.0311829 | val_loss: 0.0311931 | Time: 2430.09 ms [2021-10-10 15:03:25 main:574] : INFO : Epoch 1679 | loss: 0.0311826 | val_loss: 0.0311943 | Time: 2462.88 ms [2021-10-10 15:03:28 main:574] : INFO : Epoch 1680 | loss: 0.0311816 | val_loss: 0.0311932 | Time: 2714.41 ms [2021-10-10 15:03:31 main:574] : INFO : Epoch 1681 | loss: 0.0311817 | val_loss: 0.0311937 | Time: 2520.06 ms [2021-10-10 15:03:33 main:574] : INFO : Epoch 1682 | loss: 0.0311814 | val_loss: 0.0311931 | Time: 2474.12 ms [2021-10-10 15:03:36 main:574] : INFO : Epoch 1683 | loss: 0.0311818 | val_loss: 0.0311946 | Time: 2531.93 ms [2021-10-10 15:03:38 main:574] : INFO : Epoch 1684 | loss: 0.0311812 | val_loss: 0.0311932 | Time: 2497 ms [2021-10-10 15:03:41 main:574] : INFO : Epoch 1685 | loss: 0.0311813 | val_loss: 0.031194 | Time: 2467.75 ms [2021-10-10 15:03:43 main:574] : INFO : Epoch 1686 | loss: 0.0311805 | val_loss: 0.0311943 | Time: 2539.62 ms [2021-10-10 15:03:46 main:574] : INFO : Epoch 1687 | loss: 0.031182 | val_loss: 0.0311974 | Time: 2472.7 ms [2021-10-10 15:03:48 main:574] : INFO : Epoch 1688 | loss: 0.0311821 | val_loss: 0.0311936 | Time: 2477.26 ms [2021-10-10 15:03:51 main:574] : INFO : Epoch 1689 | loss: 0.0311836 | val_loss: 0.0311919 | Time: 2491.44 ms [2021-10-10 15:03:53 main:574] : INFO : Epoch 1690 | loss: 0.0311837 | val_loss: 0.0311937 | Time: 2537.58 ms [2021-10-10 15:03:56 main:574] : INFO : Epoch 1691 | loss: 0.0311832 | val_loss: 0.0311973 | Time: 2647.67 ms [2021-10-10 15:03:58 main:574] : INFO : Epoch 1692 | loss: 0.0311821 | val_loss: 0.0311944 | Time: 2657.66 ms [2021-10-10 15:04:01 main:574] : INFO : Epoch 1693 | loss: 0.0311805 | val_loss: 0.0311933 | Time: 2539.67 ms [2021-10-10 15:04:03 main:574] : INFO : Epoch 1694 | loss: 0.0311816 | val_loss: 0.0311956 | Time: 2510.78 ms [2021-10-10 15:04:06 main:574] : INFO : Epoch 1695 | loss: 0.0311814 | val_loss: 0.0311937 | Time: 2617.75 ms [2021-10-10 15:04:09 main:574] : INFO : Epoch 1696 | loss: 0.0311807 | val_loss: 0.0311946 | Time: 2739.59 ms [2021-10-10 15:04:12 main:574] : INFO : Epoch 1697 | loss: 0.0311809 | val_loss: 0.0311947 | Time: 2692.14 ms [2021-10-10 15:04:14 main:574] : INFO : Epoch 1698 | loss: 0.0311815 | val_loss: 0.0311984 | Time: 2484.67 ms [2021-10-10 15:04:17 main:574] : INFO : Epoch 1699 | loss: 0.0311863 | val_loss: 0.031201 | Time: 2504.91 ms [2021-10-10 15:04:19 main:574] : INFO : Epoch 1700 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 2611.82 ms [2021-10-10 15:04:22 main:574] : INFO : Epoch 1701 | loss: 0.0311863 | val_loss: 0.0311944 | Time: 2596.96 ms [2021-10-10 15:04:25 main:574] : INFO : Epoch 1702 | loss: 0.0311839 | val_loss: 0.0311957 | Time: 2521.44 ms [2021-10-10 15:04:27 main:574] : INFO : Epoch 1703 | loss: 0.0311831 | val_loss: 0.0311958 | Time: 2535.15 ms [2021-10-10 15:04:30 main:574] : INFO : Epoch 1704 | loss: 0.0311818 | val_loss: 0.0311961 | Time: 2621.57 ms [2021-10-10 15:04:32 main:574] : INFO : Epoch 1705 | loss: 0.031184 | val_loss: 0.0311966 | Time: 2528.28 ms [2021-10-10 15:04:35 main:574] : INFO : Epoch 1706 | loss: 0.0311837 | val_loss: 0.0311952 | Time: 2759.29 ms [2021-10-10 15:04:38 main:574] : INFO : Epoch 1707 | loss: 0.0311819 | val_loss: 0.0311928 | Time: 2443.57 ms [2021-10-10 15:04:40 main:574] : INFO : Epoch 1708 | loss: 0.0311878 | val_loss: 0.0311954 | Time: 2544.31 ms [2021-10-10 15:04:43 main:574] : INFO : Epoch 1709 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 2663.87 ms [2021-10-10 15:04:45 main:574] : INFO : Epoch 1710 | loss: 0.031185 | val_loss: 0.0311926 | Time: 2508.57 ms [2021-10-10 15:04:48 main:574] : INFO : Epoch 1711 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 2496.24 ms [2021-10-10 15:04:51 main:574] : INFO : Epoch 1712 | loss: 0.0311852 | val_loss: 0.031192 | Time: 2596.9 ms [2021-10-10 15:04:53 main:574] : INFO : Epoch 1713 | loss: 0.0311836 | val_loss: 0.0311948 | Time: 2545.21 ms [2021-10-10 15:04:56 main:574] : INFO : Epoch 1714 | loss: 0.0311832 | val_loss: 0.0311996 | Time: 2617.93 ms [2021-10-10 15:04:58 main:574] : INFO : Epoch 1715 | loss: 0.031185 | val_loss: 0.0311952 | Time: 2772.83 ms [2021-10-10 15:05:01 main:574] : INFO : Epoch 1716 | loss: 0.0311827 | val_loss: 0.0311946 | Time: 2532.24 ms [2021-10-10 15:05:03 main:574] : INFO : Epoch 1717 | loss: 0.0311821 | val_loss: 0.031195 | Time: 2442.89 ms [2021-10-10 15:05:06 main:574] : INFO : Epoch 1718 | loss: 0.0311817 | val_loss: 0.0311932 | Time: 2570.81 ms [2021-10-10 15:05:09 main:574] : INFO : Epoch 1719 | loss: 0.0311818 | val_loss: 0.0311954 | Time: 2544.13 ms [2021-10-10 15:05:11 main:574] : INFO : Epoch 1720 | loss: 0.0311817 | val_loss: 0.0311945 | Time: 2520.8 ms [2021-10-10 15:05:14 main:574] : INFO : Epoch 1721 | loss: 0.0311812 | val_loss: 0.0311953 | Time: 2516.85 ms [2021-10-10 15:05:16 main:574] : INFO : Epoch 1722 | loss: 0.0311822 | val_loss: 0.0311938 | Time: 2603.93 ms [2021-10-10 15:05:19 main:574] : INFO : Epoch 1723 | loss: 0.0311815 | val_loss: 0.0311932 | Time: 2514.68 ms [2021-10-10 15:05:21 main:574] : INFO : Epoch 1724 | loss: 0.0311814 | val_loss: 0.0311948 | Time: 2577.44 ms [2021-10-10 15:05:24 main:574] : INFO : Epoch 1725 | loss: 0.0312331 | val_loss: 0.0312786 | Time: 2500.95 ms [2021-10-10 15:05:27 main:574] : INFO : Epoch 1726 | loss: 0.0332258 | val_loss: 0.0613965 | Time: 2697.1 ms [2021-10-10 15:05:29 main:574] : INFO : Epoch 1727 | loss: 0.0353231 | val_loss: 0.0396702 | Time: 2583.66 ms [2021-10-10 15:05:32 main:574] : INFO : Epoch 1728 | loss: 0.0326419 | val_loss: 0.0313795 | Time: 2491.47 ms [2021-10-10 15:05:34 main:574] : INFO : Epoch 1729 | loss: 0.031387 | val_loss: 0.0312911 | Time: 2548.86 ms [2021-10-10 15:05:37 main:574] : INFO : Epoch 1730 | loss: 0.0312671 | val_loss: 0.0312354 | Time: 2510.56 ms [2021-10-10 15:05:39 main:574] : INFO : Epoch 1731 | loss: 0.0312284 | val_loss: 0.0312191 | Time: 2542.2 ms [2021-10-10 15:05:42 main:574] : INFO : Epoch 1732 | loss: 0.0312161 | val_loss: 0.0312116 | Time: 2552.56 ms [2021-10-10 15:05:44 main:574] : INFO : Epoch 1733 | loss: 0.03121 | val_loss: 0.031209 | Time: 2512.14 ms [2021-10-10 15:05:47 main:574] : INFO : Epoch 1734 | loss: 0.0312044 | val_loss: 0.0312036 | Time: 2577.59 ms [2021-10-10 15:05:50 main:574] : INFO : Epoch 1735 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 2597.06 ms [2021-10-10 15:05:52 main:574] : INFO : Epoch 1736 | loss: 0.0311985 | val_loss: 0.0311988 | Time: 2723.43 ms [2021-10-10 15:05:55 main:574] : INFO : Epoch 1737 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 3015.3 ms [2021-10-10 15:05:58 main:574] : INFO : Epoch 1738 | loss: 0.0311947 | val_loss: 0.0311957 | Time: 3081.04 ms [2021-10-10 15:06:01 main:574] : INFO : Epoch 1739 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 2809.5 ms [2021-10-10 15:06:04 main:574] : INFO : Epoch 1740 | loss: 0.0311936 | val_loss: 0.0311969 | Time: 2799.88 ms [2021-10-10 15:06:07 main:574] : INFO : Epoch 1741 | loss: 0.0311934 | val_loss: 0.0311934 | Time: 2585.81 ms [2021-10-10 15:06:09 main:574] : INFO : Epoch 1742 | loss: 0.0311914 | val_loss: 0.0311935 | Time: 2525.65 ms [2021-10-10 15:06:12 main:574] : INFO : Epoch 1743 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 2945.43 ms [2021-10-10 15:06:15 main:574] : INFO : Epoch 1744 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 2585.37 ms [2021-10-10 15:06:17 main:574] : INFO : Epoch 1745 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 2448.36 ms [2021-10-10 15:06:20 main:574] : INFO : Epoch 1746 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 2477.96 ms [2021-10-10 15:06:23 main:574] : INFO : Epoch 1747 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 2962.46 ms [2021-10-10 15:06:25 main:574] : INFO : Epoch 1748 | loss: 0.03119 | val_loss: 0.0311923 | Time: 2717.62 ms [2021-10-10 15:06:28 main:574] : INFO : Epoch 1749 | loss: 0.0311895 | val_loss: 0.0311926 | Time: 2497.83 ms [2021-10-10 15:06:30 main:574] : INFO : Epoch 1750 | loss: 0.0311902 | val_loss: 0.0311932 | Time: 2639.87 ms [2021-10-10 15:06:33 main:574] : INFO : Epoch 1751 | loss: 0.0311894 | val_loss: 0.0311932 | Time: 2732.81 ms [2021-10-10 15:06:36 main:574] : INFO : Epoch 1752 | loss: 0.0311901 | val_loss: 0.0311927 | Time: 2618.72 ms [2021-10-10 15:06:38 main:574] : INFO : Epoch 1753 | loss: 0.031189 | val_loss: 0.0311935 | Time: 2588.65 ms [2021-10-10 15:06:41 main:574] : INFO : Epoch 1754 | loss: 0.0311889 | val_loss: 0.0311922 | Time: 2643.85 ms [2021-10-10 15:06:44 main:574] : INFO : Epoch 1755 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 2507.25 ms [2021-10-10 15:06:46 main:574] : INFO : Epoch 1756 | loss: 0.031189 | val_loss: 0.0311921 | Time: 2668.09 ms [2021-10-10 15:06:49 main:574] : INFO : Epoch 1757 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 2881.56 ms [2021-10-10 15:06:52 main:574] : INFO : Epoch 1758 | loss: 0.0311885 | val_loss: 0.031192 | Time: 2584.55 ms [2021-10-10 15:06:54 main:574] : INFO : Epoch 1759 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 2567.04 ms [2021-10-10 15:06:57 main:574] : INFO : Epoch 1760 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 2592.45 ms [2021-10-10 15:07:00 main:574] : INFO : Epoch 1761 | loss: 0.0311896 | val_loss: 0.0311957 | Time: 2623.4 ms [2021-10-10 15:07:03 main:574] : INFO : Epoch 1762 | loss: 0.0311897 | val_loss: 0.031193 | Time: 2978.83 ms [2021-10-10 15:07:05 main:574] : INFO : Epoch 1763 | loss: 0.0311885 | val_loss: 0.031193 | Time: 2753.75 ms [2021-10-10 15:07:08 main:574] : INFO : Epoch 1764 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 2594.17 ms [2021-10-10 15:07:11 main:574] : INFO : Epoch 1765 | loss: 0.0311872 | val_loss: 0.0311925 | Time: 2752.78 ms [2021-10-10 15:07:13 main:574] : INFO : Epoch 1766 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 2633.5 ms [2021-10-10 15:07:16 main:574] : INFO : Epoch 1767 | loss: 0.0311875 | val_loss: 0.0311953 | Time: 2611.65 ms [2021-10-10 15:07:19 main:574] : INFO : Epoch 1768 | loss: 0.0311873 | val_loss: 0.031193 | Time: 2636.98 ms [2021-10-10 15:07:21 main:574] : INFO : Epoch 1769 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 2708.58 ms [2021-10-10 15:07:24 main:574] : INFO : Epoch 1770 | loss: 0.0311869 | val_loss: 0.031192 | Time: 2642.52 ms [2021-10-10 15:07:27 main:574] : INFO : Epoch 1771 | loss: 0.0311863 | val_loss: 0.0311925 | Time: 2670.53 ms [2021-10-10 15:07:29 main:574] : INFO : Epoch 1772 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 2657.24 ms [2021-10-10 15:07:32 main:574] : INFO : Epoch 1773 | loss: 0.0311863 | val_loss: 0.031192 | Time: 2582.85 ms [2021-10-10 15:07:35 main:574] : INFO : Epoch 1774 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 2843.15 ms [2021-10-10 15:07:37 main:574] : INFO : Epoch 1775 | loss: 0.0311864 | val_loss: 0.031193 | Time: 2615.94 ms [2021-10-10 15:07:40 main:574] : INFO : Epoch 1776 | loss: 0.0311867 | val_loss: 0.0311953 | Time: 2582.45 ms [2021-10-10 15:07:43 main:574] : INFO : Epoch 1777 | loss: 0.0311857 | val_loss: 0.0311935 | Time: 2652.97 ms [2021-10-10 15:07:45 main:574] : INFO : Epoch 1778 | loss: 0.0311852 | val_loss: 0.0311934 | Time: 2707.62 ms [2021-10-10 15:07:48 main:574] : INFO : Epoch 1779 | loss: 0.0311861 | val_loss: 0.0311933 | Time: 2670.08 ms [2021-10-10 15:07:51 main:574] : INFO : Epoch 1780 | loss: 0.0311855 | val_loss: 0.0311918 | Time: 2795.83 ms [2021-10-10 15:07:53 main:574] : INFO : Epoch 1781 | loss: 0.0311854 | val_loss: 0.0311932 | Time: 2619.66 ms [2021-10-10 15:07:56 main:574] : INFO : Epoch 1782 | loss: 0.0311858 | val_loss: 0.0311921 | Time: 2660.23 ms [2021-10-10 15:07:59 main:574] : INFO : Epoch 1783 | loss: 0.0311864 | val_loss: 0.031192 | Time: 2548.2 ms [2021-10-10 15:08:01 main:574] : INFO : Epoch 1784 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 2673.28 ms [2021-10-10 15:08:04 main:574] : INFO : Epoch 1785 | loss: 0.0311858 | val_loss: 0.0311935 | Time: 2688 ms [2021-10-10 15:08:07 main:574] : INFO : Epoch 1786 | loss: 0.0311858 | val_loss: 0.0311916 | Time: 2573.47 ms [2021-10-10 15:08:09 main:574] : INFO : Epoch 1787 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 2610.5 ms [2021-10-10 15:08:12 main:574] : INFO : Epoch 1788 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 2621.69 ms [2021-10-10 15:08:14 main:574] : INFO : Epoch 1789 | loss: 0.0311846 | val_loss: 0.0311909 | Time: 2587.59 ms [2021-10-10 15:08:17 main:574] : INFO : Epoch 1790 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 2877.86 ms [2021-10-10 15:08:20 main:574] : INFO : Epoch 1791 | loss: 0.0311849 | val_loss: 0.0311909 | Time: 2578.66 ms [2021-10-10 15:08:23 main:574] : INFO : Epoch 1792 | loss: 0.0311847 | val_loss: 0.0311913 | Time: 2620.18 ms [2021-10-10 15:08:25 main:574] : INFO : Epoch 1793 | loss: 0.031185 | val_loss: 0.0311921 | Time: 2628.34 ms [2021-10-10 15:08:28 main:574] : INFO : Epoch 1794 | loss: 0.031185 | val_loss: 0.0311907 | Time: 2534.07 ms [2021-10-10 15:08:30 main:574] : INFO : Epoch 1795 | loss: 0.0311844 | val_loss: 0.0311911 | Time: 2511.16 ms [2021-10-10 15:08:33 main:574] : INFO : Epoch 1796 | loss: 0.0311847 | val_loss: 0.0311906 | Time: 2516.67 ms [2021-10-10 15:08:35 main:574] : INFO : Epoch 1797 | loss: 0.0311846 | val_loss: 0.0311922 | Time: 2524.99 ms [2021-10-10 15:08:38 main:574] : INFO : Epoch 1798 | loss: 0.031184 | val_loss: 0.0311908 | Time: 2696.74 ms [2021-10-10 15:08:41 main:574] : INFO : Epoch 1799 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 2745.78 ms [2021-10-10 15:08:44 main:574] : INFO : Epoch 1800 | loss: 0.0311843 | val_loss: 0.0311913 | Time: 2897.78 ms [2021-10-10 15:08:47 main:574] : INFO : Epoch 1801 | loss: 0.0311844 | val_loss: 0.0311907 | Time: 2602.76 ms [2021-10-10 15:08:49 main:574] : INFO : Epoch 1802 | loss: 0.0311842 | val_loss: 0.0311907 | Time: 2468.22 ms [2021-10-10 15:08:52 main:574] : INFO : Epoch 1803 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 2523.47 ms [2021-10-10 15:08:54 main:574] : INFO : Epoch 1804 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 2525.29 ms [2021-10-10 15:08:57 main:574] : INFO : Epoch 1805 | loss: 0.0311847 | val_loss: 0.031192 | Time: 2587.52 ms [2021-10-10 15:08:59 main:574] : INFO : Epoch 1806 | loss: 0.0311835 | val_loss: 0.0311909 | Time: 2455.12 ms [2021-10-10 15:09:02 main:574] : INFO : Epoch 1807 | loss: 0.0311829 | val_loss: 0.0311905 | Time: 2293.37 ms [2021-10-10 15:09:04 main:574] : INFO : Epoch 1808 | loss: 0.0311833 | val_loss: 0.031191 | Time: 2264.06 ms [2021-10-10 15:09:06 main:574] : INFO : Epoch 1809 | loss: 0.0311841 | val_loss: 0.0311928 | Time: 2258.73 ms [2021-10-10 15:09:08 main:574] : INFO : Epoch 1810 | loss: 0.0311854 | val_loss: 0.0311961 | Time: 2228.49 ms [2021-10-10 15:09:11 main:574] : INFO : Epoch 1811 | loss: 0.031186 | val_loss: 0.0311913 | Time: 2247.33 ms [2021-10-10 15:09:13 main:574] : INFO : Epoch 1812 | loss: 0.0311844 | val_loss: 0.0311918 | Time: 2225.5 ms [2021-10-10 15:09:15 main:574] : INFO : Epoch 1813 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 2265.69 ms [2021-10-10 15:09:18 main:574] : INFO : Epoch 1814 | loss: 0.0311824 | val_loss: 0.0311901 | Time: 2303.72 ms [2021-10-10 15:09:20 main:574] : INFO : Epoch 1815 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 2239.42 ms [2021-10-10 15:09:22 main:574] : INFO : Epoch 1816 | loss: 0.0311833 | val_loss: 0.0311907 | Time: 2285.4 ms [2021-10-10 15:09:25 main:574] : INFO : Epoch 1817 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 2440.64 ms [2021-10-10 15:09:27 main:574] : INFO : Epoch 1818 | loss: 0.0311825 | val_loss: 0.0311906 | Time: 2647.36 ms [2021-10-10 15:09:30 main:574] : INFO : Epoch 1819 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 2670.94 ms [2021-10-10 15:09:33 main:574] : INFO : Epoch 1820 | loss: 0.0311837 | val_loss: 0.0311905 | Time: 2592.53 ms [2021-10-10 15:09:35 main:574] : INFO : Epoch 1821 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 2558.82 ms [2021-10-10 15:09:38 main:574] : INFO : Epoch 1822 | loss: 0.0311822 | val_loss: 0.031192 | Time: 2766.26 ms [2021-10-10 15:09:41 main:574] : INFO : Epoch 1823 | loss: 0.0311827 | val_loss: 0.0311919 | Time: 2688.85 ms [2021-10-10 15:09:44 main:574] : INFO : Epoch 1824 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 2870.09 ms [2021-10-10 15:09:46 main:574] : INFO : Epoch 1825 | loss: 0.0311822 | val_loss: 0.0311908 | Time: 2666.4 ms [2021-10-10 15:09:49 main:574] : INFO : Epoch 1826 | loss: 0.0311823 | val_loss: 0.0311909 | Time: 2571.14 ms [2021-10-10 15:09:51 main:574] : INFO : Epoch 1827 | loss: 0.0311823 | val_loss: 0.0311913 | Time: 2696.14 ms [2021-10-10 15:09:54 main:574] : INFO : Epoch 1828 | loss: 0.0311821 | val_loss: 0.0311917 | Time: 2646.79 ms [2021-10-10 15:09:57 main:574] : INFO : Epoch 1829 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 2901.59 ms [2021-10-10 15:10:00 main:574] : INFO : Epoch 1830 | loss: 0.0311836 | val_loss: 0.0311925 | Time: 2647.34 ms [2021-10-10 15:10:02 main:574] : INFO : Epoch 1831 | loss: 0.0311849 | val_loss: 0.0311936 | Time: 2576.29 ms [2021-10-10 15:10:05 main:574] : INFO : Epoch 1832 | loss: 0.0311845 | val_loss: 0.0311941 | Time: 2629.49 ms [2021-10-10 15:10:08 main:574] : INFO : Epoch 1833 | loss: 0.031183 | val_loss: 0.0311917 | Time: 2614.68 ms [2021-10-10 15:10:10 main:574] : INFO : Epoch 1834 | loss: 0.0311826 | val_loss: 0.0311912 | Time: 2570.93 ms [2021-10-10 15:10:13 main:574] : INFO : Epoch 1835 | loss: 0.0311828 | val_loss: 0.031194 | Time: 2657.47 ms [2021-10-10 15:10:16 main:574] : INFO : Epoch 1836 | loss: 0.0311834 | val_loss: 0.0311957 | Time: 2584.6 ms [2021-10-10 15:10:18 main:574] : INFO : Epoch 1837 | loss: 0.031183 | val_loss: 0.0311927 | Time: 2641.52 ms [2021-10-10 15:10:21 main:574] : INFO : Epoch 1838 | loss: 0.0311833 | val_loss: 0.0311916 | Time: 2638.97 ms [2021-10-10 15:10:24 main:574] : INFO : Epoch 1839 | loss: 0.0311828 | val_loss: 0.0311919 | Time: 2598.66 ms [2021-10-10 15:10:26 main:574] : INFO : Epoch 1840 | loss: 0.031183 | val_loss: 0.0311943 | Time: 2532.04 ms [2021-10-10 15:10:29 main:574] : INFO : Epoch 1841 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 2622.9 ms [2021-10-10 15:10:31 main:574] : INFO : Epoch 1842 | loss: 0.031183 | val_loss: 0.0311919 | Time: 2583.53 ms [2021-10-10 15:10:34 main:574] : INFO : Epoch 1843 | loss: 0.0311826 | val_loss: 0.0311945 | Time: 2624.75 ms [2021-10-10 15:10:37 main:574] : INFO : Epoch 1844 | loss: 0.0311835 | val_loss: 0.031194 | Time: 2601.36 ms [2021-10-10 15:10:40 main:574] : INFO : Epoch 1845 | loss: 0.0311828 | val_loss: 0.0311942 | Time: 2945.01 ms [2021-10-10 15:10:42 main:574] : INFO : Epoch 1846 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 2633.57 ms [2021-10-10 15:10:45 main:574] : INFO : Epoch 1847 | loss: 0.0311825 | val_loss: 0.0311923 | Time: 2633.47 ms [2021-10-10 15:10:48 main:574] : INFO : Epoch 1848 | loss: 0.031183 | val_loss: 0.031192 | Time: 2613.03 ms [2021-10-10 15:10:50 main:574] : INFO : Epoch 1849 | loss: 0.0311839 | val_loss: 0.031194 | Time: 2553.95 ms [2021-10-10 15:10:53 main:574] : INFO : Epoch 1850 | loss: 0.0311838 | val_loss: 0.0311907 | Time: 2512.08 ms [2021-10-10 15:10:56 main:574] : INFO : Epoch 1851 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 2932.93 ms [2021-10-10 15:10:59 main:574] : INFO : Epoch 1852 | loss: 0.0311816 | val_loss: 0.0311912 | Time: 3097.68 ms [2021-10-10 15:11:02 main:574] : INFO : Epoch 1853 | loss: 0.0311817 | val_loss: 0.0311908 | Time: 3352.07 ms [2021-10-10 15:11:05 main:574] : INFO : Epoch 1854 | loss: 0.0311823 | val_loss: 0.0311933 | Time: 3000.47 ms [2021-10-10 15:11:08 main:574] : INFO : Epoch 1855 | loss: 0.0311821 | val_loss: 0.0311916 | Time: 2629.92 ms [2021-10-10 15:11:10 main:574] : INFO : Epoch 1856 | loss: 0.0311816 | val_loss: 0.0311923 | Time: 2594.38 ms [2021-10-10 15:11:13 main:574] : INFO : Epoch 1857 | loss: 0.0311814 | val_loss: 0.0311922 | Time: 2631.74 ms [2021-10-10 15:11:16 main:574] : INFO : Epoch 1858 | loss: 0.0311829 | val_loss: 0.0311929 | Time: 2604.15 ms [2021-10-10 15:11:18 main:574] : INFO : Epoch 1859 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 2572.61 ms [2021-10-10 15:11:21 main:574] : INFO : Epoch 1860 | loss: 0.0311821 | val_loss: 0.0311919 | Time: 2635.08 ms [2021-10-10 15:11:23 main:574] : INFO : Epoch 1861 | loss: 0.0311811 | val_loss: 0.0311934 | Time: 2609.1 ms [2021-10-10 15:11:26 main:574] : INFO : Epoch 1862 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 2609.92 ms [2021-10-10 15:11:29 main:574] : INFO : Epoch 1863 | loss: 0.031182 | val_loss: 0.0311939 | Time: 2828.59 ms [2021-10-10 15:11:31 main:574] : INFO : Epoch 1864 | loss: 0.0311835 | val_loss: 0.0311936 | Time: 2621.57 ms [2021-10-10 15:11:34 main:574] : INFO : Epoch 1865 | loss: 0.0311833 | val_loss: 0.031193 | Time: 2587.05 ms [2021-10-10 15:11:37 main:574] : INFO : Epoch 1866 | loss: 0.0311829 | val_loss: 0.0311928 | Time: 2653.94 ms [2021-10-10 15:11:39 main:574] : INFO : Epoch 1867 | loss: 0.0311838 | val_loss: 0.031192 | Time: 2629.8 ms [2021-10-10 15:11:42 main:574] : INFO : Epoch 1868 | loss: 0.0311824 | val_loss: 0.031192 | Time: 2635.86 ms [2021-10-10 15:11:45 main:574] : INFO : Epoch 1869 | loss: 0.031182 | val_loss: 0.0311913 | Time: 2675.52 ms [2021-10-10 15:11:47 main:574] : INFO : Epoch 1870 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 2605.86 ms [2021-10-10 15:11:50 main:574] : INFO : Epoch 1871 | loss: 0.0311814 | val_loss: 0.0311929 | Time: 2835.74 ms [2021-10-10 15:11:53 main:574] : INFO : Epoch 1872 | loss: 0.0311842 | val_loss: 0.0311922 | Time: 2662.96 ms [2021-10-10 15:11:55 main:574] : INFO : Epoch 1873 | loss: 0.031183 | val_loss: 0.031195 | Time: 2645.92 ms [2021-10-10 15:11:58 main:574] : INFO : Epoch 1874 | loss: 0.0311824 | val_loss: 0.0311922 | Time: 2671.94 ms [2021-10-10 15:12:01 main:574] : INFO : Epoch 1875 | loss: 0.0311827 | val_loss: 0.031195 | Time: 2640.37 ms [2021-10-10 15:12:03 main:574] : INFO : Epoch 1876 | loss: 0.0311825 | val_loss: 0.0311927 | Time: 2608.84 ms [2021-10-10 15:12:06 main:574] : INFO : Epoch 1877 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 2551.04 ms [2021-10-10 15:12:08 main:574] : INFO : Epoch 1878 | loss: 0.0311823 | val_loss: 0.0311921 | Time: 2558.99 ms [2021-10-10 15:12:11 main:574] : INFO : Epoch 1879 | loss: 0.031182 | val_loss: 0.031191 | Time: 2626.91 ms [2021-10-10 15:12:14 main:574] : INFO : Epoch 1880 | loss: 0.031181 | val_loss: 0.0311929 | Time: 2621 ms [2021-10-10 15:12:17 main:574] : INFO : Epoch 1881 | loss: 0.0311811 | val_loss: 0.0311929 | Time: 2886.37 ms [2021-10-10 15:12:19 main:574] : INFO : Epoch 1882 | loss: 0.0311818 | val_loss: 0.0311907 | Time: 2680.73 ms [2021-10-10 15:12:22 main:574] : INFO : Epoch 1883 | loss: 0.0311815 | val_loss: 0.031193 | Time: 2577.61 ms [2021-10-10 15:12:24 main:574] : INFO : Epoch 1884 | loss: 0.0311813 | val_loss: 0.0311929 | Time: 2559.26 ms [2021-10-10 15:12:27 main:574] : INFO : Epoch 1885 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 2600.93 ms [2021-10-10 15:12:30 main:574] : INFO : Epoch 1886 | loss: 0.0311834 | val_loss: 0.0311963 | Time: 2554.92 ms [2021-10-10 15:12:32 main:574] : INFO : Epoch 1887 | loss: 0.0311818 | val_loss: 0.0311932 | Time: 2503.68 ms [2021-10-10 15:12:35 main:574] : INFO : Epoch 1888 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 2718.29 ms [2021-10-10 15:12:38 main:574] : INFO : Epoch 1889 | loss: 0.0311901 | val_loss: 0.0311931 | Time: 2673.73 ms [2021-10-10 15:12:40 main:574] : INFO : Epoch 1890 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 2553.47 ms [2021-10-10 15:12:43 main:574] : INFO : Epoch 1891 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 2586.72 ms [2021-10-10 15:12:45 main:574] : INFO : Epoch 1892 | loss: 0.031188 | val_loss: 0.0311924 | Time: 2642.7 ms [2021-10-10 15:12:48 main:574] : INFO : Epoch 1893 | loss: 0.0311885 | val_loss: 0.0311938 | Time: 2540.21 ms [2021-10-10 15:12:51 main:574] : INFO : Epoch 1894 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2597.16 ms [2021-10-10 15:12:53 main:574] : INFO : Epoch 1895 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 2574.98 ms [2021-10-10 15:12:56 main:574] : INFO : Epoch 1896 | loss: 0.0311854 | val_loss: 0.03119 | Time: 2527.96 ms [2021-10-10 15:12:58 main:574] : INFO : Epoch 1897 | loss: 0.0311868 | val_loss: 0.0311923 | Time: 2633.86 ms [2021-10-10 15:13:01 main:574] : INFO : Epoch 1898 | loss: 0.0311867 | val_loss: 0.0311919 | Time: 2617.15 ms [2021-10-10 15:13:04 main:574] : INFO : Epoch 1899 | loss: 0.0311846 | val_loss: 0.031192 | Time: 2813.05 ms [2021-10-10 15:13:06 main:574] : INFO : Epoch 1900 | loss: 0.0311852 | val_loss: 0.0311974 | Time: 2573.44 ms [2021-10-10 15:13:09 main:574] : INFO : Epoch 1901 | loss: 0.0311869 | val_loss: 0.0311943 | Time: 2591.05 ms [2021-10-10 15:13:11 main:574] : INFO : Epoch 1902 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 2540.99 ms [2021-10-10 15:13:14 main:574] : INFO : Epoch 1903 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 2538.89 ms [2021-10-10 15:13:17 main:574] : INFO : Epoch 1904 | loss: 0.0311858 | val_loss: 0.0311922 | Time: 2532.59 ms [2021-10-10 15:13:19 main:574] : INFO : Epoch 1905 | loss: 0.0311841 | val_loss: 0.0311919 | Time: 2569.49 ms [2021-10-10 15:13:22 main:574] : INFO : Epoch 1906 | loss: 0.0311836 | val_loss: 0.0311945 | Time: 2461.63 ms [2021-10-10 15:13:24 main:574] : INFO : Epoch 1907 | loss: 0.0311839 | val_loss: 0.0311912 | Time: 2484.21 ms [2021-10-10 15:13:27 main:574] : INFO : Epoch 1908 | loss: 0.0311832 | val_loss: 0.0311941 | Time: 2597.44 ms [2021-10-10 15:13:29 main:574] : INFO : Epoch 1909 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 2764.55 ms [2021-10-10 15:13:32 main:574] : INFO : Epoch 1910 | loss: 0.0311825 | val_loss: 0.0311925 | Time: 2596.17 ms [2021-10-10 15:13:35 main:574] : INFO : Epoch 1911 | loss: 0.0311832 | val_loss: 0.0311919 | Time: 2540.61 ms [2021-10-10 15:13:37 main:574] : INFO : Epoch 1912 | loss: 0.0311827 | val_loss: 0.0311917 | Time: 2538.57 ms [2021-10-10 15:13:40 main:574] : INFO : Epoch 1913 | loss: 0.0311828 | val_loss: 0.0311925 | Time: 2504 ms [2021-10-10 15:13:42 main:574] : INFO : Epoch 1914 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 2858.92 ms [2021-10-10 15:13:45 main:574] : INFO : Epoch 1915 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 2797.35 ms [2021-10-10 15:13:48 main:574] : INFO : Epoch 1916 | loss: 0.0311823 | val_loss: 0.0311932 | Time: 2475.33 ms [2021-10-10 15:13:51 main:574] : INFO : Epoch 1917 | loss: 0.0311819 | val_loss: 0.0311943 | Time: 2870.28 ms [2021-10-10 15:13:53 main:574] : INFO : Epoch 1918 | loss: 0.0311841 | val_loss: 0.0311938 | Time: 2825.6 ms [2021-10-10 15:13:56 main:574] : INFO : Epoch 1919 | loss: 0.0311829 | val_loss: 0.0311964 | Time: 2685.82 ms [2021-10-10 15:13:59 main:574] : INFO : Epoch 1920 | loss: 0.0311821 | val_loss: 0.0311925 | Time: 2551.87 ms [2021-10-10 15:14:01 main:574] : INFO : Epoch 1921 | loss: 0.0311812 | val_loss: 0.0311966 | Time: 2535.27 ms [2021-10-10 15:14:04 main:574] : INFO : Epoch 1922 | loss: 0.0311823 | val_loss: 0.0311908 | Time: 2499.25 ms [2021-10-10 15:14:06 main:574] : INFO : Epoch 1923 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2561.89 ms [2021-10-10 15:14:09 main:574] : INFO : Epoch 1924 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 2482.71 ms [2021-10-10 15:14:11 main:574] : INFO : Epoch 1925 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 2443.03 ms [2021-10-10 15:14:14 main:574] : INFO : Epoch 1926 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 2491.49 ms [2021-10-10 15:14:17 main:574] : INFO : Epoch 1927 | loss: 0.0311824 | val_loss: 0.0311921 | Time: 2744.46 ms [2021-10-10 15:14:19 main:574] : INFO : Epoch 1928 | loss: 0.0311821 | val_loss: 0.0311917 | Time: 2572.2 ms [2021-10-10 15:14:22 main:574] : INFO : Epoch 1929 | loss: 0.0311817 | val_loss: 0.0311965 | Time: 2504.38 ms [2021-10-10 15:14:24 main:574] : INFO : Epoch 1930 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 2534.41 ms [2021-10-10 15:14:27 main:574] : INFO : Epoch 1931 | loss: 0.0311822 | val_loss: 0.0311939 | Time: 2474.61 ms [2021-10-10 15:14:29 main:574] : INFO : Epoch 1932 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 2505.68 ms [2021-10-10 15:14:32 main:574] : INFO : Epoch 1933 | loss: 0.03118 | val_loss: 0.0311903 | Time: 2495.27 ms [2021-10-10 15:14:34 main:574] : INFO : Epoch 1934 | loss: 0.0311801 | val_loss: 0.0311914 | Time: 2467.78 ms [2021-10-10 15:14:37 main:574] : INFO : Epoch 1935 | loss: 0.0311803 | val_loss: 0.0311923 | Time: 2442.12 ms [2021-10-10 15:14:39 main:574] : INFO : Epoch 1936 | loss: 0.0311803 | val_loss: 0.0311915 | Time: 2556.42 ms [2021-10-10 15:14:42 main:574] : INFO : Epoch 1937 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 2525.04 ms [2021-10-10 15:14:44 main:574] : INFO : Epoch 1938 | loss: 0.0311804 | val_loss: 0.0311942 | Time: 2615.33 ms [2021-10-10 15:14:47 main:574] : INFO : Epoch 1939 | loss: 0.031182 | val_loss: 0.0311948 | Time: 2819.1 ms [2021-10-10 15:14:50 main:574] : INFO : Epoch 1940 | loss: 0.031181 | val_loss: 0.031192 | Time: 2587.33 ms [2021-10-10 15:14:52 main:574] : INFO : Epoch 1941 | loss: 0.031181 | val_loss: 0.031191 | Time: 2515.79 ms [2021-10-10 15:14:55 main:574] : INFO : Epoch 1942 | loss: 0.03118 | val_loss: 0.031192 | Time: 2489.17 ms [2021-10-10 15:14:57 main:574] : INFO : Epoch 1943 | loss: 0.0311792 | val_loss: 0.0311908 | Time: 2554.76 ms [2021-10-10 15:15:00 main:574] : INFO : Epoch 1944 | loss: 0.0311803 | val_loss: 0.0311918 | Time: 2478.38 ms [2021-10-10 15:15:02 main:574] : INFO : Epoch 1945 | loss: 0.0311801 | val_loss: 0.0311921 | Time: 2504.71 ms [2021-10-10 15:15:05 main:574] : INFO : Epoch 1946 | loss: 0.0311795 | val_loss: 0.0311904 | Time: 2812.66 ms [2021-10-10 15:15:08 main:574] : INFO : Epoch 1947 | loss: 0.031179 | val_loss: 0.0311914 | Time: 2499.22 ms [2021-10-10 15:15:10 main:574] : INFO : Epoch 1948 | loss: 0.03118 | val_loss: 0.0311912 | Time: 2512.45 ms [2021-10-10 15:15:13 main:574] : INFO : Epoch 1949 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 2539.74 ms [2021-10-10 15:15:16 main:574] : INFO : Epoch 1950 | loss: 0.0311799 | val_loss: 0.031191 | Time: 2687.41 ms [2021-10-10 15:15:18 main:574] : INFO : Epoch 1951 | loss: 0.0311795 | val_loss: 0.0311974 | Time: 2486.39 ms [2021-10-10 15:15:21 main:574] : INFO : Epoch 1952 | loss: 0.0311814 | val_loss: 0.0311915 | Time: 2537.45 ms [2021-10-10 15:15:23 main:574] : INFO : Epoch 1953 | loss: 0.0311806 | val_loss: 0.0311916 | Time: 2487.34 ms [2021-10-10 15:15:26 main:574] : INFO : Epoch 1954 | loss: 0.0311799 | val_loss: 0.0311919 | Time: 2417.85 ms [2021-10-10 15:15:28 main:574] : INFO : Epoch 1955 | loss: 0.0311809 | val_loss: 0.0311953 | Time: 2495.23 ms [2021-10-10 15:15:31 main:574] : INFO : Epoch 1956 | loss: 0.031182 | val_loss: 0.0311957 | Time: 2513.27 ms [2021-10-10 15:15:33 main:574] : INFO : Epoch 1957 | loss: 0.0311812 | val_loss: 0.0311906 | Time: 2439.57 ms [2021-10-10 15:15:36 main:574] : INFO : Epoch 1958 | loss: 0.0311802 | val_loss: 0.031194 | Time: 2356.65 ms [2021-10-10 15:15:38 main:574] : INFO : Epoch 1959 | loss: 0.0311806 | val_loss: 0.0311931 | Time: 2329.47 ms [2021-10-10 15:15:41 main:574] : INFO : Epoch 1960 | loss: 0.031179 | val_loss: 0.031193 | Time: 2549.64 ms [2021-10-10 15:15:43 main:574] : INFO : Epoch 1961 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 2548.87 ms [2021-10-10 15:15:46 main:574] : INFO : Epoch 1962 | loss: 0.0311807 | val_loss: 0.0311914 | Time: 2512.33 ms [2021-10-10 15:15:48 main:574] : INFO : Epoch 1963 | loss: 0.0311788 | val_loss: 0.0311915 | Time: 2669.38 ms [2021-10-10 15:15:51 main:574] : INFO : Epoch 1964 | loss: 0.0311794 | val_loss: 0.0311919 | Time: 2585.39 ms [2021-10-10 15:15:53 main:574] : INFO : Epoch 1965 | loss: 0.0311793 | val_loss: 0.0311931 | Time: 2510.65 ms [2021-10-10 15:15:56 main:574] : INFO : Epoch 1966 | loss: 0.0311797 | val_loss: 0.0311926 | Time: 2637.29 ms [2021-10-10 15:15:59 main:574] : INFO : Epoch 1967 | loss: 0.0311818 | val_loss: 0.0311954 | Time: 2717.29 ms [2021-10-10 15:16:01 main:574] : INFO : Epoch 1968 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 2480.32 ms [2021-10-10 15:16:04 main:574] : INFO : Epoch 1969 | loss: 0.0311817 | val_loss: 0.0311895 | Time: 2452.1 ms [2021-10-10 15:16:06 main:574] : INFO : Epoch 1970 | loss: 0.0311798 | val_loss: 0.0311898 | Time: 2470.36 ms [2021-10-10 15:16:08 main:574] : INFO : Epoch 1971 | loss: 0.031179 | val_loss: 0.0311911 | Time: 2269.04 ms [2021-10-10 15:16:11 main:574] : INFO : Epoch 1972 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 2278.19 ms [2021-10-10 15:16:13 main:574] : INFO : Epoch 1973 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 2248.85 ms [2021-10-10 15:16:15 main:574] : INFO : Epoch 1974 | loss: 0.031181 | val_loss: 0.0311898 | Time: 2260.45 ms [2021-10-10 15:16:17 main:574] : INFO : Epoch 1975 | loss: 0.0311829 | val_loss: 0.0311931 | Time: 2247.66 ms [2021-10-10 15:16:20 main:574] : INFO : Epoch 1976 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 2243.36 ms [2021-10-10 15:16:22 main:574] : INFO : Epoch 1977 | loss: 0.0311789 | val_loss: 0.0311892 | Time: 2225.69 ms [2021-10-10 15:16:24 main:574] : INFO : Epoch 1978 | loss: 0.0311793 | val_loss: 0.0311914 | Time: 2201.95 ms [2021-10-10 15:16:26 main:574] : INFO : Epoch 1979 | loss: 0.0311795 | val_loss: 0.0311941 | Time: 2245.2 ms [2021-10-10 15:16:29 main:574] : INFO : Epoch 1980 | loss: 0.0311796 | val_loss: 0.0311931 | Time: 2211.1 ms [2021-10-10 15:16:31 main:574] : INFO : Epoch 1981 | loss: 0.0311806 | val_loss: 0.0311904 | Time: 2224.72 ms [2021-10-10 15:16:33 main:574] : INFO : Epoch 1982 | loss: 0.0311805 | val_loss: 0.0311913 | Time: 2235.28 ms [2021-10-10 15:16:35 main:574] : INFO : Epoch 1983 | loss: 0.0311783 | val_loss: 0.0311916 | Time: 2216.62 ms [2021-10-10 15:16:38 main:574] : INFO : Epoch 1984 | loss: 0.0311789 | val_loss: 0.0311904 | Time: 2182.86 ms [2021-10-10 15:16:40 main:574] : INFO : Epoch 1985 | loss: 0.0311785 | val_loss: 0.0311925 | Time: 2180.51 ms [2021-10-10 15:16:42 main:574] : INFO : Epoch 1986 | loss: 0.0311792 | val_loss: 0.031192 | Time: 2212.87 ms [2021-10-10 15:16:44 main:574] : INFO : Epoch 1987 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 2187.67 ms [2021-10-10 15:16:46 main:574] : INFO : Epoch 1988 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 2173.98 ms [2021-10-10 15:16:48 main:574] : INFO : Epoch 1989 | loss: 0.031179 | val_loss: 0.0311923 | Time: 2193.4 ms [2021-10-10 15:16:51 main:574] : INFO : Epoch 1990 | loss: 0.0311803 | val_loss: 0.0311908 | Time: 2205.06 ms [2021-10-10 15:16:53 main:574] : INFO : Epoch 1991 | loss: 0.0311795 | val_loss: 0.0311915 | Time: 2218.77 ms [2021-10-10 15:16:55 main:574] : INFO : Epoch 1992 | loss: 0.031179 | val_loss: 0.0311919 | Time: 2179.58 ms [2021-10-10 15:16:57 main:574] : INFO : Epoch 1993 | loss: 0.0311782 | val_loss: 0.031191 | Time: 2258.84 ms [2021-10-10 15:17:00 main:574] : INFO : Epoch 1994 | loss: 0.0311789 | val_loss: 0.0311903 | Time: 2254.03 ms [2021-10-10 15:17:02 main:574] : INFO : Epoch 1995 | loss: 0.0311785 | val_loss: 0.0311965 | Time: 2252.41 ms [2021-10-10 15:17:04 main:574] : INFO : Epoch 1996 | loss: 0.0311799 | val_loss: 0.0311908 | Time: 2208.57 ms [2021-10-10 15:17:06 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311908 | Time: 2198.62 ms [2021-10-10 15:17:09 main:574] : INFO : Epoch 1998 | loss: 0.0311792 | val_loss: 0.0311896 | Time: 2220.82 ms [2021-10-10 15:17:11 main:574] : INFO : Epoch 1999 | loss: 0.0311787 | val_loss: 0.0311958 | Time: 2199.6 ms [2021-10-10 15:17:13 main:574] : INFO : Epoch 2000 | loss: 0.0311792 | val_loss: 0.0311903 | Time: 2282.78 ms [2021-10-10 15:17:15 main:574] : INFO : Epoch 2001 | loss: 0.0311785 | val_loss: 0.0311911 | Time: 2242.88 ms [2021-10-10 15:17:18 main:574] : INFO : Epoch 2002 | loss: 0.0311819 | val_loss: 0.0311926 | Time: 2243.38 ms [2021-10-10 15:17:20 main:574] : INFO : Epoch 2003 | loss: 0.0311802 | val_loss: 0.0311927 | Time: 2231.19 ms [2021-10-10 15:17:22 main:574] : INFO : Epoch 2004 | loss: 0.0311782 | val_loss: 0.0311916 | Time: 2231.2 ms [2021-10-10 15:17:24 main:574] : INFO : Epoch 2005 | loss: 0.0311786 | val_loss: 0.0311913 | Time: 2229.69 ms [2021-10-10 15:17:26 main:574] : INFO : Epoch 2006 | loss: 0.0311787 | val_loss: 0.0311909 | Time: 2211.3 ms [2021-10-10 15:17:29 main:574] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.031192 | Time: 2237.77 ms [2021-10-10 15:17:31 main:574] : INFO : Epoch 2008 | loss: 0.0311816 | val_loss: 0.0311939 | Time: 2270.53 ms [2021-10-10 15:17:33 main:574] : INFO : Epoch 2009 | loss: 0.0311807 | val_loss: 0.0311916 | Time: 2244.76 ms [2021-10-10 15:17:35 main:574] : INFO : Epoch 2010 | loss: 0.0311795 | val_loss: 0.0311919 | Time: 2239.42 ms [2021-10-10 15:17:38 main:574] : INFO : Epoch 2011 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 2289.47 ms [2021-10-10 15:17:40 main:574] : INFO : Epoch 2012 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 2247.24 ms [2021-10-10 15:17:42 main:574] : INFO : Epoch 2013 | loss: 0.0311811 | val_loss: 0.0311948 | Time: 2252.22 ms [2021-10-10 15:17:45 main:574] : INFO : Epoch 2014 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 2272.99 ms [2021-10-10 15:17:47 main:574] : INFO : Epoch 2015 | loss: 0.031179 | val_loss: 0.0311902 | Time: 2178.07 ms [2021-10-10 15:17:49 main:574] : INFO : Epoch 2016 | loss: 0.0311783 | val_loss: 0.0311917 | Time: 2197.96 ms [2021-10-10 15:17:51 main:574] : INFO : Epoch 2017 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 2226.83 ms [2021-10-10 15:17:53 main:574] : INFO : Epoch 2018 | loss: 0.0311799 | val_loss: 0.0311905 | Time: 2274.98 ms [2021-10-10 15:17:56 main:574] : INFO : Epoch 2019 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 2255.72 ms [2021-10-10 15:17:58 main:574] : INFO : Epoch 2020 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 2325.99 ms [2021-10-10 15:18:00 main:574] : INFO : Epoch 2021 | loss: 0.0311783 | val_loss: 0.0311899 | Time: 2292.45 ms [2021-10-10 15:18:03 main:574] : INFO : Epoch 2022 | loss: 0.031178 | val_loss: 0.0311917 | Time: 2247.06 ms [2021-10-10 15:18:05 main:574] : INFO : Epoch 2023 | loss: 0.0311791 | val_loss: 0.0311916 | Time: 2209.1 ms [2021-10-10 15:18:07 main:574] : INFO : Epoch 2024 | loss: 0.0311782 | val_loss: 0.0311899 | Time: 2251.13 ms [2021-10-10 15:18:09 main:574] : INFO : Epoch 2025 | loss: 0.031178 | val_loss: 0.0311923 | Time: 2206.03 ms [2021-10-10 15:18:11 main:574] : INFO : Epoch 2026 | loss: 0.031179 | val_loss: 0.0311893 | Time: 2212.4 ms [2021-10-10 15:18:14 main:574] : INFO : Epoch 2027 | loss: 0.031181 | val_loss: 0.0311948 | Time: 2222.58 ms [2021-10-10 15:18:16 main:574] : INFO : Epoch 2028 | loss: 0.03118 | val_loss: 0.0311932 | Time: 2246.16 ms [2021-10-10 15:18:18 main:574] : INFO : Epoch 2029 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 2271.97 ms [2021-10-10 15:18:20 main:574] : INFO : Epoch 2030 | loss: 0.0311779 | val_loss: 0.0311908 | Time: 2254.74 ms [2021-10-10 15:18:23 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311893 | Time: 2265.87 ms [2021-10-10 15:18:25 main:574] : INFO : Epoch 2032 | loss: 0.0311785 | val_loss: 0.0311906 | Time: 2247.23 ms [2021-10-10 15:18:27 main:574] : INFO : Epoch 2033 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 2252.33 ms [2021-10-10 15:18:30 main:574] : INFO : Epoch 2034 | loss: 0.0311777 | val_loss: 0.0311899 | Time: 2270.09 ms [2021-10-10 15:18:32 main:574] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.0311906 | Time: 2221.65 ms [2021-10-10 15:18:34 main:574] : INFO : Epoch 2036 | loss: 0.0311775 | val_loss: 0.0311923 | Time: 2239.48 ms [2021-10-10 15:18:36 main:574] : INFO : Epoch 2037 | loss: 0.0311797 | val_loss: 0.0311913 | Time: 2186.08 ms [2021-10-10 15:18:38 main:574] : INFO : Epoch 2038 | loss: 0.0311776 | val_loss: 0.0311934 | Time: 2261.95 ms [2021-10-10 15:18:41 main:574] : INFO : Epoch 2039 | loss: 0.0311771 | val_loss: 0.0311942 | Time: 2272.82 ms [2021-10-10 15:18:43 main:574] : INFO : Epoch 2040 | loss: 0.0311777 | val_loss: 0.0311911 | Time: 2228.5 ms [2021-10-10 15:18:45 main:574] : INFO : Epoch 2041 | loss: 0.0311768 | val_loss: 0.0311926 | Time: 2227.91 ms [2021-10-10 15:18:47 main:574] : INFO : Epoch 2042 | loss: 0.0311779 | val_loss: 0.0311918 | Time: 2238.57 ms [2021-10-10 15:18:50 main:574] : INFO : Epoch 2043 | loss: 0.0311765 | val_loss: 0.0311932 | Time: 2260.24 ms [2021-10-10 15:18:52 main:574] : INFO : Epoch 2044 | loss: 0.0311765 | val_loss: 0.0311919 | Time: 2266.6 ms [2021-10-10 15:18:54 main:574] : INFO : Epoch 2045 | loss: 0.0311771 | val_loss: 0.0311914 | Time: 2257.79 ms [2021-10-10 15:18:57 main:574] : INFO : Epoch 2046 | loss: 0.0311775 | val_loss: 0.0311904 | Time: 2256.45 ms [2021-10-10 15:18:59 main:574] : INFO : Epoch 2047 | loss: 0.0311771 | val_loss: 0.0311911 | Time: 2213.82 ms [2021-10-10 15:19:01 main:574] : INFO : Epoch 2048 | loss: 0.0311781 | val_loss: 0.0311924 | Time: 2234.15 ms [2021-10-10 15:19:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311924 [2021-10-10 15:19:01 main:603] : INFO : Saving end state to config to file [2021-10-10 15:19:01 main:608] : INFO : Success, exiting.. 15:19:01 (7948): 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)