Task 3737841
| Name | ParityModified-1611091880-15128-0_0 |
| Workunit | 1920250 |
| Created | 19 Jan 2021, 21:31:22 UTC |
| Sent | 21 Jan 2021, 20:32:07 UTC |
| Report deadline | 29 Jan 2021, 20:32:07 UTC |
| Received | 21 Jan 2021, 22:30:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 26 min 3 sec |
| CPU time | 1 hours 14 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312192 | val_loss: 0.0312174 | Time: 2484.87 ms [2021-01-21 13:47:04 main:574] : INFO : Epoch 1543 | loss: 0.0312184 | val_loss: 0.0312174 | Time: 2462.89 ms [2021-01-21 13:47:07 main:574] : INFO : Epoch 1544 | loss: 0.0312194 | val_loss: 0.0312159 | Time: 2391.11 ms [2021-01-21 13:47:09 main:574] : INFO : Epoch 1545 | loss: 0.0312188 | val_loss: 0.031217 | Time: 2509.76 ms [2021-01-21 13:47:12 main:574] : INFO : Epoch 1546 | loss: 0.0312169 | val_loss: 0.031216 | Time: 2557.41 ms [2021-01-21 13:47:14 main:574] : INFO : Epoch 1547 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 2499.35 ms [2021-01-21 13:47:17 main:574] : INFO : Epoch 1548 | loss: 0.0312141 | val_loss: 0.0312143 | Time: 2481.09 ms [2021-01-21 13:47:19 main:574] : INFO : Epoch 1549 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 2322.23 ms [2021-01-21 13:47:22 main:574] : INFO : Epoch 1550 | loss: 0.031213 | val_loss: 0.0312163 | Time: 2353.44 ms [2021-01-21 13:47:24 main:574] : INFO : Epoch 1551 | loss: 0.0312138 | val_loss: 0.0312118 | Time: 2441.44 ms [2021-01-21 13:47:27 main:574] : INFO : Epoch 1552 | loss: 0.0312128 | val_loss: 0.031212 | Time: 2436.7 ms [2021-01-21 13:47:29 main:574] : INFO : Epoch 1553 | loss: 0.0312124 | val_loss: 0.0312103 | Time: 2501.96 ms [2021-01-21 13:47:32 main:574] : INFO : Epoch 1554 | loss: 0.0312132 | val_loss: 0.0312124 | Time: 2367.81 ms [2021-01-21 13:47:34 main:574] : INFO : Epoch 1555 | loss: 0.0312125 | val_loss: 0.0312108 | Time: 2410.22 ms [2021-01-21 13:47:37 main:574] : INFO : Epoch 1556 | loss: 0.0312126 | val_loss: 0.0312099 | Time: 2452.33 ms [2021-01-21 13:47:39 main:574] : INFO : Epoch 1557 | loss: 0.031211 | val_loss: 0.031211 | Time: 2446.89 ms [2021-01-21 13:47:42 main:574] : INFO : Epoch 1558 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 2402.4 ms [2021-01-21 13:47:44 main:574] : INFO : Epoch 1559 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 2471.21 ms [2021-01-21 13:47:47 main:574] : INFO : Epoch 1560 | loss: 0.0312087 | val_loss: 0.0312088 | Time: 2480.13 ms [2021-01-21 13:47:49 main:574] : INFO : Epoch 1561 | loss: 0.0312084 | val_loss: 0.0312096 | Time: 2477.37 ms [2021-01-21 13:47:52 main:574] : INFO : Epoch 1562 | loss: 0.0312097 | val_loss: 0.0312076 | Time: 2463.81 ms [2021-01-21 13:47:54 main:574] : INFO : Epoch 1563 | loss: 0.0312077 | val_loss: 0.031208 | Time: 2500.27 ms [2021-01-21 13:47:57 main:574] : INFO : Epoch 1564 | loss: 0.0312085 | val_loss: 0.0312086 | Time: 2555.18 ms [2021-01-21 13:47:59 main:574] : INFO : Epoch 1565 | loss: 0.0312076 | val_loss: 0.031208 | Time: 2435.67 ms [2021-01-21 13:48:02 main:574] : INFO : Epoch 1566 | loss: 0.0312094 | val_loss: 0.0312137 | Time: 2353.64 ms [2021-01-21 13:48:04 main:574] : INFO : Epoch 1567 | loss: 0.0312113 | val_loss: 0.0312069 | Time: 2469.96 ms [2021-01-21 13:48:07 main:574] : INFO : Epoch 1568 | loss: 0.0312074 | val_loss: 0.0312067 | Time: 2546.58 ms [2021-01-21 13:48:09 main:574] : INFO : Epoch 1569 | loss: 0.0312062 | val_loss: 0.031206 | Time: 2459.81 ms [2021-01-21 13:48:12 main:574] : INFO : Epoch 1570 | loss: 0.0312063 | val_loss: 0.0312059 | Time: 2554.18 ms [2021-01-21 13:48:14 main:574] : INFO : Epoch 1571 | loss: 0.031206 | val_loss: 0.0312067 | Time: 2405.07 ms [2021-01-21 13:48:17 main:574] : INFO : Epoch 1572 | loss: 0.0312059 | val_loss: 0.031206 | Time: 2427.32 ms [2021-01-21 13:48:19 main:574] : INFO : Epoch 1573 | loss: 0.0312061 | val_loss: 0.0312056 | Time: 2442.31 ms [2021-01-21 13:48:22 main:574] : INFO : Epoch 1574 | loss: 0.0312061 | val_loss: 0.0312062 | Time: 2535.23 ms [2021-01-21 13:48:25 main:574] : INFO : Epoch 1575 | loss: 0.0312051 | val_loss: 0.0312052 | Time: 2477.04 ms [2021-01-21 13:48:27 main:574] : INFO : Epoch 1576 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 2453.54 ms [2021-01-21 13:48:30 main:574] : INFO : Epoch 1577 | loss: 0.0312069 | val_loss: 0.0312034 | Time: 2439.51 ms [2021-01-21 13:48:32 main:574] : INFO : Epoch 1578 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 2473.1 ms [2021-01-21 13:48:35 main:574] : INFO : Epoch 1579 | loss: 0.0312044 | val_loss: 0.0312028 | Time: 2540.77 ms [2021-01-21 13:48:37 main:574] : INFO : Epoch 1580 | loss: 0.031203 | val_loss: 0.0312025 | Time: 2633.88 ms [2021-01-21 13:48:40 main:574] : INFO : Epoch 1581 | loss: 0.0312028 | val_loss: 0.0312025 | Time: 2349.1 ms [2021-01-21 13:48:42 main:574] : INFO : Epoch 1582 | loss: 0.0312026 | val_loss: 0.0312024 | Time: 2474.25 ms [2021-01-21 13:48:45 main:574] : INFO : Epoch 1583 | loss: 0.0312022 | val_loss: 0.0312024 | Time: 2470.37 ms [2021-01-21 13:48:47 main:574] : INFO : Epoch 1584 | loss: 0.0312027 | val_loss: 0.0312049 | Time: 2421.93 ms [2021-01-21 13:48:50 main:574] : INFO : Epoch 1585 | loss: 0.0312026 | val_loss: 0.0312016 | Time: 2503.78 ms [2021-01-21 13:48:52 main:574] : INFO : Epoch 1586 | loss: 0.0312024 | val_loss: 0.031204 | Time: 2518.1 ms [2021-01-21 13:48:55 main:574] : INFO : Epoch 1587 | loss: 0.0312026 | val_loss: 0.0312015 | Time: 2486.49 ms [2021-01-21 13:48:57 main:574] : INFO : Epoch 1588 | loss: 0.0312014 | val_loss: 0.0312016 | Time: 2463.21 ms [2021-01-21 13:49:00 main:574] : INFO : Epoch 1589 | loss: 0.0312009 | val_loss: 0.0312011 | Time: 2499.89 ms [2021-01-21 13:49:03 main:574] : INFO : Epoch 1590 | loss: 0.0312027 | val_loss: 0.0312019 | Time: 2457.96 ms [2021-01-21 13:49:05 main:574] : INFO : Epoch 1591 | loss: 0.0312017 | val_loss: 0.0312014 | Time: 2455.67 ms [2021-01-21 13:49:08 main:574] : INFO : Epoch 1592 | loss: 0.0312003 | val_loss: 0.0312008 | Time: 2463.77 ms [2021-01-21 13:49:10 main:574] : INFO : Epoch 1593 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 2455.02 ms [2021-01-21 13:49:13 main:574] : INFO : Epoch 1594 | loss: 0.0312 | val_loss: 0.0312007 | Time: 2497.57 ms [2021-01-21 13:49:15 main:574] : INFO : Epoch 1595 | loss: 0.0311998 | val_loss: 0.0312001 | Time: 2500.78 ms [2021-01-21 13:49:18 main:574] : INFO : Epoch 1596 | loss: 0.0312009 | val_loss: 0.0312014 | Time: 2490.43 ms [2021-01-21 13:49:20 main:574] : INFO : Epoch 1597 | loss: 0.0312 | val_loss: 0.0312013 | Time: 2488.2 ms [2021-01-21 13:49:23 main:574] : INFO : Epoch 1598 | loss: 0.0311997 | val_loss: 0.0312011 | Time: 2526 ms [2021-01-21 13:49:25 main:574] : INFO : Epoch 1599 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 2430.96 ms [2021-01-21 13:49:28 main:574] : INFO : Epoch 1600 | loss: 0.031201 | val_loss: 0.0312057 | Time: 2460.62 ms [2021-01-21 13:49:30 main:574] : INFO : Epoch 1601 | loss: 0.0312015 | val_loss: 0.0311991 | Time: 2517.25 ms [2021-01-21 13:49:33 main:574] : INFO : Epoch 1602 | loss: 0.031198 | val_loss: 0.0312006 | Time: 2446.35 ms [2021-01-21 13:49:35 main:574] : INFO : Epoch 1603 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 2441.86 ms [2021-01-21 13:49:38 main:574] : INFO : Epoch 1604 | loss: 0.0311998 | val_loss: 0.0311979 | Time: 2479.28 ms [2021-01-21 13:49:40 main:574] : INFO : Epoch 1605 | loss: 0.0311976 | val_loss: 0.0311975 | Time: 2497.1 ms [2021-01-21 13:49:43 main:574] : INFO : Epoch 1606 | loss: 0.0311991 | val_loss: 0.0312014 | Time: 2447.08 ms [2021-01-21 13:49:46 main:574] : INFO : Epoch 1607 | loss: 0.0311989 | val_loss: 0.031201 | Time: 2525.42 ms [2021-01-21 13:49:48 main:574] : INFO : Epoch 1608 | loss: 0.0312002 | val_loss: 0.0311995 | Time: 2468.69 ms [2021-01-21 13:49:51 main:574] : INFO : Epoch 1609 | loss: 0.0312011 | val_loss: 0.0311974 | Time: 2487.75 ms [2021-01-21 13:49:53 main:574] : INFO : Epoch 1610 | loss: 0.0311983 | val_loss: 0.0312007 | Time: 2452.24 ms [2021-01-21 13:49:56 main:574] : INFO : Epoch 1611 | loss: 0.031197 | val_loss: 0.0311999 | Time: 2520.66 ms [2021-01-21 13:49:58 main:574] : INFO : Epoch 1612 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 2514.84 ms [2021-01-21 13:50:01 main:574] : INFO : Epoch 1613 | loss: 0.031196 | val_loss: 0.0311957 | Time: 2581.37 ms [2021-01-21 13:50:03 main:574] : INFO : Epoch 1614 | loss: 0.031198 | val_loss: 0.031201 | Time: 2464.48 ms [2021-01-21 13:50:06 main:574] : INFO : Epoch 1615 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 2537.02 ms [2021-01-21 13:50:09 main:574] : INFO : Epoch 1616 | loss: 0.0311944 | val_loss: 0.0311943 | Time: 2513.46 ms [2021-01-21 13:50:11 main:574] : INFO : Epoch 1617 | loss: 0.0311942 | val_loss: 0.0311976 | Time: 2471.71 ms [2021-01-21 13:50:14 main:574] : INFO : Epoch 1618 | loss: 0.0311947 | val_loss: 0.031196 | Time: 2465.54 ms [2021-01-21 13:50:16 main:574] : INFO : Epoch 1619 | loss: 0.0311939 | val_loss: 0.031197 | Time: 2604.12 ms [2021-01-21 13:50:19 main:574] : INFO : Epoch 1620 | loss: 0.0311946 | val_loss: 0.0311941 | Time: 2468.19 ms [2021-01-21 13:50:21 main:574] : INFO : Epoch 1621 | loss: 0.0311934 | val_loss: 0.0311964 | Time: 2491.4 ms [2021-01-21 13:50:24 main:574] : INFO : Epoch 1622 | loss: 0.0311939 | val_loss: 0.031197 | Time: 2430.65 ms [2021-01-21 13:50:26 main:574] : INFO : Epoch 1623 | loss: 0.0311939 | val_loss: 0.031195 | Time: 2499.48 ms [2021-01-21 13:50:29 main:574] : INFO : Epoch 1624 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 2467.05 ms [2021-01-21 13:50:31 main:574] : INFO : Epoch 1625 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 2466.33 ms [2021-01-21 13:50:34 main:574] : INFO : Epoch 1626 | loss: 0.0311959 | val_loss: 0.0311944 | Time: 2448.17 ms [2021-01-21 13:50:36 main:574] : INFO : Epoch 1627 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 2516.21 ms [2021-01-21 13:50:39 main:574] : INFO : Epoch 1628 | loss: 0.0311942 | val_loss: 0.0312016 | Time: 2417.72 ms [2021-01-21 13:50:41 main:574] : INFO : Epoch 1629 | loss: 0.0311941 | val_loss: 0.0311938 | Time: 2523.72 ms [2021-01-21 13:50:44 main:574] : INFO : Epoch 1630 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 2403.33 ms [2021-01-21 13:50:46 main:574] : INFO : Epoch 1631 | loss: 0.0311926 | val_loss: 0.0311943 | Time: 2406.77 ms [2021-01-21 13:50:49 main:574] : INFO : Epoch 1632 | loss: 0.0311925 | val_loss: 0.0311918 | Time: 2454.53 ms [2021-01-21 13:50:51 main:574] : INFO : Epoch 1633 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 2489.12 ms [2021-01-21 13:50:54 main:574] : INFO : Epoch 1634 | loss: 0.0311931 | val_loss: 0.0311944 | Time: 2469.52 ms [2021-01-21 13:50:56 main:574] : INFO : Epoch 1635 | loss: 0.0311944 | val_loss: 0.0311964 | Time: 2504.47 ms [2021-01-21 13:50:59 main:574] : INFO : Epoch 1636 | loss: 0.0311911 | val_loss: 0.0311902 | Time: 2430.81 ms [2021-01-21 13:51:01 main:574] : INFO : Epoch 1637 | loss: 0.0311903 | val_loss: 0.0311902 | Time: 2446.92 ms [2021-01-21 13:51:04 main:574] : INFO : Epoch 1638 | loss: 0.031191 | val_loss: 0.0311915 | Time: 2394.58 ms [2021-01-21 13:51:06 main:574] : INFO : Epoch 1639 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 2405.98 ms [2021-01-21 13:51:09 main:574] : INFO : Epoch 1640 | loss: 0.0311913 | val_loss: 0.031191 | Time: 2454.66 ms [2021-01-21 13:51:11 main:574] : INFO : Epoch 1641 | loss: 0.0311933 | val_loss: 0.0311999 | Time: 2504.62 ms [2021-01-21 13:51:14 main:574] : INFO : Epoch 1642 | loss: 0.0311915 | val_loss: 0.0311894 | Time: 2373.25 ms [2021-01-21 13:51:16 main:574] : INFO : Epoch 1643 | loss: 0.0311924 | val_loss: 0.0311901 | Time: 2509.16 ms [2021-01-21 13:51:19 main:574] : INFO : Epoch 1644 | loss: 0.0311924 | val_loss: 0.031192 | Time: 2471.02 ms [2021-01-21 13:51:22 main:574] : INFO : Epoch 1645 | loss: 0.0311911 | val_loss: 0.0311967 | Time: 2439.61 ms [2021-01-21 13:51:24 main:574] : INFO : Epoch 1646 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 2425.42 ms [2021-01-21 13:51:27 main:574] : INFO : Epoch 1647 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 2447.79 ms [2021-01-21 13:51:29 main:574] : INFO : Epoch 1648 | loss: 0.031191 | val_loss: 0.0311903 | Time: 2517.21 ms [2021-01-21 13:51:32 main:574] : INFO : Epoch 1649 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 2501.12 ms [2021-01-21 13:51:34 main:574] : INFO : Epoch 1650 | loss: 0.0311889 | val_loss: 0.0311952 | Time: 2586.72 ms [2021-01-21 13:51:37 main:574] : INFO : Epoch 1651 | loss: 0.0311899 | val_loss: 0.0311876 | Time: 2489.27 ms [2021-01-21 13:51:39 main:574] : INFO : Epoch 1652 | loss: 0.0311898 | val_loss: 0.0311886 | Time: 2511.59 ms [2021-01-21 13:51:42 main:574] : INFO : Epoch 1653 | loss: 0.0311912 | val_loss: 0.0311905 | Time: 2405.96 ms [2021-01-21 13:51:44 main:574] : INFO : Epoch 1654 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 2545.28 ms [2021-01-21 13:51:47 main:574] : INFO : Epoch 1655 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 2400.66 ms [2021-01-21 13:51:49 main:574] : INFO : Epoch 1656 | loss: 0.031188 | val_loss: 0.0311892 | Time: 2455.17 ms [2021-01-21 13:51:52 main:574] : INFO : Epoch 1657 | loss: 0.0311868 | val_loss: 0.0311866 | Time: 2520.82 ms [2021-01-21 13:51:54 main:574] : INFO : Epoch 1658 | loss: 0.031187 | val_loss: 0.0311891 | Time: 2482.11 ms [2021-01-21 13:51:57 main:574] : INFO : Epoch 1659 | loss: 0.0311876 | val_loss: 0.0311919 | Time: 2586.7 ms [2021-01-21 13:52:00 main:574] : INFO : Epoch 1660 | loss: 0.031187 | val_loss: 0.0311866 | Time: 2620.52 ms [2021-01-21 13:52:02 main:574] : INFO : Epoch 1661 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 2589.8 ms [2021-01-21 13:52:05 main:574] : INFO : Epoch 1662 | loss: 0.0311903 | val_loss: 0.0311881 | Time: 2519.11 ms [2021-01-21 13:52:07 main:574] : INFO : Epoch 1663 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 2374.23 ms [2021-01-21 13:52:10 main:574] : INFO : Epoch 1664 | loss: 0.0311879 | val_loss: 0.0311861 | Time: 2433.06 ms [2021-01-21 13:52:12 main:574] : INFO : Epoch 1665 | loss: 0.0311875 | val_loss: 0.0311866 | Time: 2436.75 ms [2021-01-21 13:52:15 main:574] : INFO : Epoch 1666 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 2368.5 ms [2021-01-21 13:52:17 main:574] : INFO : Epoch 1667 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 2465.07 ms [2021-01-21 13:52:20 main:574] : INFO : Epoch 1668 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 2451.44 ms [2021-01-21 13:52:22 main:574] : INFO : Epoch 1669 | loss: 0.0311883 | val_loss: 0.0311844 | Time: 2382.78 ms [2021-01-21 13:52:25 main:574] : INFO : Epoch 1670 | loss: 0.0311864 | val_loss: 0.0311917 | Time: 2519.25 ms [2021-01-21 13:52:27 main:574] : INFO : Epoch 1671 | loss: 0.0311894 | val_loss: 0.0311844 | Time: 2460.46 ms [2021-01-21 13:52:30 main:574] : INFO : Epoch 1672 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 2499.75 ms [2021-01-21 13:52:32 main:574] : INFO : Epoch 1673 | loss: 0.0311853 | val_loss: 0.0311866 | Time: 2501.69 ms [2021-01-21 13:52:35 main:574] : INFO : Epoch 1674 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 2433.31 ms [2021-01-21 13:52:37 main:574] : INFO : Epoch 1675 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 2411.11 ms [2021-01-21 13:52:40 main:574] : INFO : Epoch 1676 | loss: 0.0311843 | val_loss: 0.0311843 | Time: 2488.52 ms [2021-01-21 13:52:42 main:574] : INFO : Epoch 1677 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 2549.17 ms [2021-01-21 13:52:45 main:574] : INFO : Epoch 1678 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 2514.17 ms [2021-01-21 13:52:48 main:574] : INFO : Epoch 1679 | loss: 0.0311845 | val_loss: 0.0311891 | Time: 2549.37 ms [2021-01-21 13:52:50 main:574] : INFO : Epoch 1680 | loss: 0.0311856 | val_loss: 0.0311833 | Time: 2419.06 ms [2021-01-21 13:52:53 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2553.39 ms [2021-01-21 13:52:55 main:574] : INFO : Epoch 1682 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 2478.52 ms [2021-01-21 13:52:58 main:574] : INFO : Epoch 1683 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 2445.98 ms [2021-01-21 13:53:00 main:574] : INFO : Epoch 1684 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 2470.69 ms [2021-01-21 13:53:03 main:574] : INFO : Epoch 1685 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 2449.01 ms [2021-01-21 13:53:05 main:574] : INFO : Epoch 1686 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 2410.89 ms [2021-01-21 13:53:08 main:574] : INFO : Epoch 1687 | loss: 0.0311835 | val_loss: 0.0311884 | Time: 2366.23 ms [2021-01-21 13:53:10 main:574] : INFO : Epoch 1688 | loss: 0.0311841 | val_loss: 0.0311831 | Time: 2506.04 ms [2021-01-21 13:53:13 main:574] : INFO : Epoch 1689 | loss: 0.0311853 | val_loss: 0.0311872 | Time: 2458.25 ms [2021-01-21 13:53:15 main:574] : INFO : Epoch 1690 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 2522.27 ms [2021-01-21 13:53:18 main:574] : INFO : Epoch 1691 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 2408.24 ms [2021-01-21 13:53:20 main:574] : INFO : Epoch 1692 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 2483.74 ms [2021-01-21 13:53:23 main:574] : INFO : Epoch 1693 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 2456.6 ms [2021-01-21 13:53:25 main:574] : INFO : Epoch 1694 | loss: 0.0311886 | val_loss: 0.0312012 | Time: 2526.43 ms [2021-01-21 13:53:28 main:574] : INFO : Epoch 1695 | loss: 0.0311847 | val_loss: 0.0311832 | Time: 2378.4 ms [2021-01-21 13:53:30 main:574] : INFO : Epoch 1696 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 2517.77 ms [2021-01-21 13:53:33 main:574] : INFO : Epoch 1697 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 2477.51 ms [2021-01-21 13:53:35 main:574] : INFO : Epoch 1698 | loss: 0.031184 | val_loss: 0.0311823 | Time: 2438.57 ms [2021-01-21 13:53:38 main:574] : INFO : Epoch 1699 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 2507.13 ms [2021-01-21 13:53:40 main:574] : INFO : Epoch 1700 | loss: 0.0311818 | val_loss: 0.0311962 | Time: 2481.12 ms [2021-01-21 13:53:43 main:574] : INFO : Epoch 1701 | loss: 0.0311894 | val_loss: 0.031188 | Time: 2502.15 ms [2021-01-21 13:53:45 main:574] : INFO : Epoch 1702 | loss: 0.0311826 | val_loss: 0.0311891 | Time: 2381.58 ms [2021-01-21 13:53:48 main:574] : INFO : Epoch 1703 | loss: 0.0311827 | val_loss: 0.0311816 | Time: 2446.72 ms [2021-01-21 13:53:50 main:574] : INFO : Epoch 1704 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 2454.38 ms [2021-01-21 13:53:53 main:574] : INFO : Epoch 1705 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 2438.45 ms [2021-01-21 13:53:55 main:574] : INFO : Epoch 1706 | loss: 0.0311824 | val_loss: 0.031181 | Time: 2391.7 ms [2021-01-21 13:53:58 main:574] : INFO : Epoch 1707 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 2486.69 ms [2021-01-21 13:54:00 main:574] : INFO : Epoch 1708 | loss: 0.0311835 | val_loss: 0.0311837 | Time: 2473.18 ms [2021-01-21 13:54:03 main:574] : INFO : Epoch 1709 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 2469.53 ms [2021-01-21 13:54:05 main:574] : INFO : Epoch 1710 | loss: 0.0311799 | val_loss: 0.031184 | Time: 2520.11 ms [2021-01-21 13:54:08 main:574] : INFO : Epoch 1711 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 2493.5 ms [2021-01-21 13:54:10 main:574] : INFO : Epoch 1712 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 2415.44 ms [2021-01-21 13:54:13 main:574] : INFO : Epoch 1713 | loss: 0.0311819 | val_loss: 0.0311826 | Time: 2377.95 ms [2021-01-21 13:54:15 main:574] : INFO : Epoch 1714 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 2504.05 ms [2021-01-21 13:54:18 main:574] : INFO : Epoch 1715 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 2574.81 ms [2021-01-21 13:54:21 main:574] : INFO : Epoch 1716 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 2446.21 ms [2021-01-21 13:54:23 main:574] : INFO : Epoch 1717 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 2489.75 ms [2021-01-21 13:54:26 main:574] : INFO : Epoch 1718 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 2548.09 ms [2021-01-21 13:54:28 main:574] : INFO : Epoch 1719 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 2338.93 ms [2021-01-21 13:54:30 main:574] : INFO : Epoch 1720 | loss: 0.0311791 | val_loss: 0.031184 | Time: 2439.72 ms [2021-01-21 13:54:33 main:574] : INFO : Epoch 1721 | loss: 0.0311793 | val_loss: 0.0311834 | Time: 2462.45 ms [2021-01-21 13:54:35 main:574] : INFO : Epoch 1722 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2404.33 ms [2021-01-21 13:54:38 main:574] : INFO : Epoch 1723 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 2373.07 ms [2021-01-21 13:54:40 main:574] : INFO : Epoch 1724 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 2419.99 ms [2021-01-21 13:54:43 main:574] : INFO : Epoch 1725 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 2404.89 ms [2021-01-21 13:54:45 main:574] : INFO : Epoch 1726 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 2439.42 ms [2021-01-21 13:54:48 main:574] : INFO : Epoch 1727 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 2656.5 ms [2021-01-21 13:54:51 main:574] : INFO : Epoch 1728 | loss: 0.0311798 | val_loss: 0.0311789 | Time: 2431.35 ms [2021-01-21 13:54:53 main:574] : INFO : Epoch 1729 | loss: 0.031179 | val_loss: 0.03118 | Time: 2456 ms [2021-01-21 13:54:55 main:574] : INFO : Epoch 1730 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 2425.43 ms [2021-01-21 13:54:58 main:574] : INFO : Epoch 1731 | loss: 0.031183 | val_loss: 0.0311877 | Time: 2490.72 ms [2021-01-21 13:55:00 main:574] : INFO : Epoch 1732 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 2417.84 ms [2021-01-21 13:55:03 main:574] : INFO : Epoch 1733 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 2476.74 ms [2021-01-21 13:55:06 main:574] : INFO : Epoch 1734 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 2420.29 ms [2021-01-21 13:55:08 main:574] : INFO : Epoch 1735 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 2523.46 ms [2021-01-21 13:55:11 main:574] : INFO : Epoch 1736 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2414.08 ms [2021-01-21 13:55:13 main:574] : INFO : Epoch 1737 | loss: 0.031179 | val_loss: 0.0311849 | Time: 2396.12 ms [2021-01-21 13:55:15 main:574] : INFO : Epoch 1738 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 2411.52 ms [2021-01-21 13:55:19 main:574] : INFO : Epoch 1739 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 3217.8 ms [2021-01-21 13:55:21 main:574] : INFO : Epoch 1740 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 2450.79 ms [2021-01-21 13:55:24 main:574] : INFO : Epoch 1741 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 2465.77 ms [2021-01-21 13:55:26 main:574] : INFO : Epoch 1742 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 2462.89 ms [2021-01-21 13:55:29 main:574] : INFO : Epoch 1743 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 2479.03 ms [2021-01-21 13:55:31 main:574] : INFO : Epoch 1744 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 2262.92 ms [2021-01-21 13:55:34 main:574] : INFO : Epoch 1745 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 2546.19 ms [2021-01-21 13:55:36 main:574] : INFO : Epoch 1746 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 2521.75 ms [2021-01-21 13:55:39 main:574] : INFO : Epoch 1747 | loss: 0.0311773 | val_loss: 0.03118 | Time: 2322.23 ms [2021-01-21 13:55:41 main:574] : INFO : Epoch 1748 | loss: 0.031178 | val_loss: 0.0311869 | Time: 2524.76 ms [2021-01-21 13:55:44 main:574] : INFO : Epoch 1749 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 2504.91 ms [2021-01-21 13:55:47 main:574] : INFO : Epoch 1750 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 2582.65 ms [2021-01-21 13:55:49 main:574] : INFO : Epoch 1751 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 2371.85 ms [2021-01-21 13:55:51 main:574] : INFO : Epoch 1752 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 2313.53 ms [2021-01-21 13:55:54 main:574] : INFO : Epoch 1753 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 2387.82 ms [2021-01-21 13:55:56 main:574] : INFO : Epoch 1754 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 2510.7 ms [2021-01-21 13:55:59 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311842 | Time: 2485.89 ms [2021-01-21 13:56:01 main:574] : INFO : Epoch 1756 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 2431.61 ms [2021-01-21 13:56:04 main:574] : INFO : Epoch 1757 | loss: 0.0311754 | val_loss: 0.0311884 | Time: 2455.48 ms [2021-01-21 13:56:06 main:574] : INFO : Epoch 1758 | loss: 0.0311772 | val_loss: 0.031177 | Time: 2468.18 ms [2021-01-21 13:56:09 main:574] : INFO : Epoch 1759 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 2553.43 ms [2021-01-21 13:56:12 main:574] : INFO : Epoch 1760 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2505.43 ms [2021-01-21 13:56:14 main:574] : INFO : Epoch 1761 | loss: 0.0311753 | val_loss: 0.0311836 | Time: 2498.62 ms [2021-01-21 13:56:17 main:574] : INFO : Epoch 1762 | loss: 0.0311797 | val_loss: 0.0311895 | Time: 2578.46 ms [2021-01-21 13:56:19 main:574] : INFO : Epoch 1763 | loss: 0.0311817 | val_loss: 0.0312017 | Time: 2433.14 ms [2021-01-21 13:56:22 main:574] : INFO : Epoch 1764 | loss: 0.031177 | val_loss: 0.0311762 | Time: 2425.06 ms [2021-01-21 13:56:24 main:574] : INFO : Epoch 1765 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 2499.44 ms [2021-01-21 13:56:27 main:574] : INFO : Epoch 1766 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 2447.79 ms [2021-01-21 13:56:29 main:574] : INFO : Epoch 1767 | loss: 0.031172 | val_loss: 0.0311785 | Time: 2319.83 ms [2021-01-21 13:56:32 main:574] : INFO : Epoch 1768 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 2518.86 ms [2021-01-21 13:56:34 main:574] : INFO : Epoch 1769 | loss: 0.031175 | val_loss: 0.0311868 | Time: 2419.64 ms [2021-01-21 13:56:37 main:574] : INFO : Epoch 1770 | loss: 0.0311749 | val_loss: 0.0311761 | Time: 2476.48 ms [2021-01-21 13:56:39 main:574] : INFO : Epoch 1771 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2442.78 ms [2021-01-21 13:56:42 main:574] : INFO : Epoch 1772 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 2550.68 ms [2021-01-21 13:56:44 main:574] : INFO : Epoch 1773 | loss: 0.0311739 | val_loss: 0.031178 | Time: 2482.42 ms [2021-01-21 13:56:47 main:574] : INFO : Epoch 1774 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 2423.6 ms [2021-01-21 13:56:49 main:574] : INFO : Epoch 1775 | loss: 0.0311702 | val_loss: 0.0311832 | Time: 2454.37 ms [2021-01-21 13:56:52 main:574] : INFO : Epoch 1776 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 2507.23 ms [2021-01-21 13:56:54 main:574] : INFO : Epoch 1777 | loss: 0.0311796 | val_loss: 0.0311954 | Time: 2439.86 ms [2021-01-21 13:56:57 main:574] : INFO : Epoch 1778 | loss: 0.0311772 | val_loss: 0.0311864 | Time: 2475.9 ms [2021-01-21 13:56:59 main:574] : INFO : Epoch 1779 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 2419.91 ms [2021-01-21 13:57:02 main:574] : INFO : Epoch 1780 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 2469.71 ms [2021-01-21 13:57:04 main:574] : INFO : Epoch 1781 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2420.32 ms [2021-01-21 13:57:07 main:574] : INFO : Epoch 1782 | loss: 0.0311736 | val_loss: 0.031187 | Time: 2452.24 ms [2021-01-21 13:57:09 main:574] : INFO : Epoch 1783 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 2432.04 ms [2021-01-21 13:57:12 main:574] : INFO : Epoch 1784 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 2509.58 ms [2021-01-21 13:57:14 main:574] : INFO : Epoch 1785 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 2404.01 ms [2021-01-21 13:57:17 main:574] : INFO : Epoch 1786 | loss: 0.03117 | val_loss: 0.0311763 | Time: 2546.08 ms [2021-01-21 13:57:19 main:574] : INFO : Epoch 1787 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 2453.8 ms [2021-01-21 13:57:22 main:574] : INFO : Epoch 1788 | loss: 0.031168 | val_loss: 0.0311751 | Time: 2500.15 ms [2021-01-21 13:57:25 main:574] : INFO : Epoch 1789 | loss: 0.0311704 | val_loss: 0.031178 | Time: 2508.27 ms [2021-01-21 13:57:27 main:574] : INFO : Epoch 1790 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 2462.14 ms [2021-01-21 13:57:30 main:574] : INFO : Epoch 1791 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 2501.1 ms [2021-01-21 13:57:32 main:574] : INFO : Epoch 1792 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2309.76 ms [2021-01-21 13:57:35 main:574] : INFO : Epoch 1793 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 2518.64 ms [2021-01-21 13:57:37 main:574] : INFO : Epoch 1794 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 2437.45 ms [2021-01-21 13:57:40 main:574] : INFO : Epoch 1795 | loss: 0.0311774 | val_loss: 0.0311844 | Time: 2506.93 ms [2021-01-21 13:57:42 main:574] : INFO : Epoch 1796 | loss: 0.031177 | val_loss: 0.0311769 | Time: 2531.2 ms [2021-01-21 13:57:45 main:574] : INFO : Epoch 1797 | loss: 0.0311717 | val_loss: 0.031176 | Time: 2483.8 ms [2021-01-21 13:57:47 main:574] : INFO : Epoch 1798 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 2398.64 ms [2021-01-21 13:57:50 main:574] : INFO : Epoch 1799 | loss: 0.0311705 | val_loss: 0.0311922 | Time: 2507.71 ms [2021-01-21 13:57:52 main:574] : INFO : Epoch 1800 | loss: 0.0311737 | val_loss: 0.0311739 | Time: 2313.19 ms [2021-01-21 13:57:55 main:574] : INFO : Epoch 1801 | loss: 0.0311691 | val_loss: 0.031175 | Time: 2471.05 ms [2021-01-21 13:57:57 main:574] : INFO : Epoch 1802 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 2448.38 ms [2021-01-21 13:57:59 main:574] : INFO : Epoch 1803 | loss: 0.031166 | val_loss: 0.0311739 | Time: 2340.44 ms [2021-01-21 13:58:02 main:574] : INFO : Epoch 1804 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 2375.02 ms [2021-01-21 13:58:04 main:574] : INFO : Epoch 1805 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 2532.04 ms [2021-01-21 13:58:07 main:574] : INFO : Epoch 1806 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 2417.41 ms [2021-01-21 13:58:09 main:574] : INFO : Epoch 1807 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 2460.81 ms [2021-01-21 13:58:12 main:574] : INFO : Epoch 1808 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 2515.75 ms [2021-01-21 13:58:15 main:574] : INFO : Epoch 1809 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 2514.31 ms [2021-01-21 13:58:17 main:574] : INFO : Epoch 1810 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 2520.07 ms [2021-01-21 13:58:20 main:574] : INFO : Epoch 1811 | loss: 0.031167 | val_loss: 0.0311744 | Time: 2424.59 ms [2021-01-21 13:58:22 main:574] : INFO : Epoch 1812 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 2501.93 ms [2021-01-21 13:58:25 main:574] : INFO : Epoch 1813 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 2464.43 ms [2021-01-21 13:58:27 main:574] : INFO : Epoch 1814 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 2484.33 ms [2021-01-21 13:58:30 main:574] : INFO : Epoch 1815 | loss: 0.0311627 | val_loss: 0.0311756 | Time: 2429.77 ms [2021-01-21 13:58:32 main:574] : INFO : Epoch 1816 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 2372.61 ms [2021-01-21 13:58:35 main:574] : INFO : Epoch 1817 | loss: 0.031165 | val_loss: 0.0311747 | Time: 2447.15 ms [2021-01-21 13:58:37 main:574] : INFO : Epoch 1818 | loss: 0.0311668 | val_loss: 0.0311883 | Time: 2383.96 ms [2021-01-21 13:58:39 main:574] : INFO : Epoch 1819 | loss: 0.0311689 | val_loss: 0.0311727 | Time: 2396.35 ms [2021-01-21 13:58:42 main:574] : INFO : Epoch 1820 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2535.91 ms [2021-01-21 13:58:44 main:574] : INFO : Epoch 1821 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 2413.37 ms [2021-01-21 13:58:47 main:574] : INFO : Epoch 1822 | loss: 0.0311625 | val_loss: 0.031177 | Time: 2385.63 ms [2021-01-21 13:58:49 main:574] : INFO : Epoch 1823 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 2499.99 ms [2021-01-21 13:58:52 main:574] : INFO : Epoch 1824 | loss: 0.0311869 | val_loss: 0.0311834 | Time: 2481.88 ms [2021-01-21 13:58:54 main:574] : INFO : Epoch 1825 | loss: 0.0311768 | val_loss: 0.0311738 | Time: 2468.06 ms [2021-01-21 13:58:57 main:574] : INFO : Epoch 1826 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 2489.23 ms [2021-01-21 13:58:59 main:574] : INFO : Epoch 1827 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2409.7 ms [2021-01-21 13:59:02 main:574] : INFO : Epoch 1828 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 2395.69 ms [2021-01-21 13:59:04 main:574] : INFO : Epoch 1829 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 2454.9 ms [2021-01-21 13:59:07 main:574] : INFO : Epoch 1830 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 2505.03 ms [2021-01-21 13:59:09 main:574] : INFO : Epoch 1831 | loss: 0.0311677 | val_loss: 0.0311856 | Time: 2450.82 ms [2021-01-21 13:59:12 main:574] : INFO : Epoch 1832 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 2501.97 ms [2021-01-21 13:59:15 main:574] : INFO : Epoch 1833 | loss: 0.0311612 | val_loss: 0.031173 | Time: 2472.13 ms [2021-01-21 13:59:17 main:574] : INFO : Epoch 1834 | loss: 0.0311611 | val_loss: 0.0311722 | Time: 2379.11 ms [2021-01-21 13:59:20 main:574] : INFO : Epoch 1835 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 2467.56 ms [2021-01-21 13:59:22 main:574] : INFO : Epoch 1836 | loss: 0.031162 | val_loss: 0.0311771 | Time: 2586.97 ms [2021-01-21 13:59:25 main:574] : INFO : Epoch 1837 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 2424.79 ms [2021-01-21 13:59:27 main:574] : INFO : Epoch 1838 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 2469.04 ms [2021-01-21 13:59:30 main:574] : INFO : Epoch 1839 | loss: 0.0311604 | val_loss: 0.0311813 | Time: 2468.71 ms [2021-01-21 13:59:32 main:574] : INFO : Epoch 1840 | loss: 0.0311689 | val_loss: 0.031186 | Time: 2446.66 ms [2021-01-21 13:59:35 main:574] : INFO : Epoch 1841 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 2469.01 ms [2021-01-21 13:59:37 main:574] : INFO : Epoch 1842 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 2470.54 ms [2021-01-21 13:59:40 main:574] : INFO : Epoch 1843 | loss: 0.0311631 | val_loss: 0.0311869 | Time: 2462.59 ms [2021-01-21 13:59:42 main:574] : INFO : Epoch 1844 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 2479.36 ms [2021-01-21 13:59:45 main:574] : INFO : Epoch 1845 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 2457.44 ms [2021-01-21 13:59:47 main:574] : INFO : Epoch 1846 | loss: 0.031162 | val_loss: 0.0311807 | Time: 2414.15 ms [2021-01-21 13:59:50 main:574] : INFO : Epoch 1847 | loss: 0.0311594 | val_loss: 0.0311703 | Time: 2415.34 ms [2021-01-21 13:59:52 main:574] : INFO : Epoch 1848 | loss: 0.0311591 | val_loss: 0.0311783 | Time: 2397.34 ms [2021-01-21 13:59:55 main:574] : INFO : Epoch 1849 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 2430.65 ms [2021-01-21 13:59:57 main:574] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 2459.89 ms [2021-01-21 13:59:59 main:574] : INFO : Epoch 1851 | loss: 0.0311622 | val_loss: 0.031171 | Time: 2363.79 ms [2021-01-21 14:00:02 main:574] : INFO : Epoch 1852 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2487.39 ms [2021-01-21 14:00:04 main:574] : INFO : Epoch 1853 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 2458.15 ms [2021-01-21 14:00:07 main:574] : INFO : Epoch 1854 | loss: 0.0311586 | val_loss: 0.0311765 | Time: 2488.92 ms [2021-01-21 14:00:09 main:574] : INFO : Epoch 1855 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 2370.17 ms [2021-01-21 14:00:12 main:574] : INFO : Epoch 1856 | loss: 0.0311568 | val_loss: 0.0311721 | Time: 2462.26 ms [2021-01-21 14:00:14 main:574] : INFO : Epoch 1857 | loss: 0.0311597 | val_loss: 0.0311717 | Time: 2498.34 ms [2021-01-21 14:00:17 main:574] : INFO : Epoch 1858 | loss: 0.0311585 | val_loss: 0.0311808 | Time: 2530.74 ms [2021-01-21 14:00:20 main:574] : INFO : Epoch 1859 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 2543.22 ms [2021-01-21 14:00:22 main:574] : INFO : Epoch 1860 | loss: 0.0311566 | val_loss: 0.0311702 | Time: 2452.93 ms [2021-01-21 14:00:25 main:574] : INFO : Epoch 1861 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 2523.58 ms [2021-01-21 14:00:27 main:574] : INFO : Epoch 1862 | loss: 0.0311571 | val_loss: 0.0311711 | Time: 2450.85 ms [2021-01-21 14:00:30 main:574] : INFO : Epoch 1863 | loss: 0.0311537 | val_loss: 0.03117 | Time: 2446.53 ms [2021-01-21 14:00:32 main:574] : INFO : Epoch 1864 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 2505.56 ms [2021-01-21 14:00:35 main:574] : INFO : Epoch 1865 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 2447.65 ms [2021-01-21 14:00:37 main:574] : INFO : Epoch 1866 | loss: 0.0311563 | val_loss: 0.031186 | Time: 2490.24 ms [2021-01-21 14:00:40 main:574] : INFO : Epoch 1867 | loss: 0.0311568 | val_loss: 0.0311734 | Time: 2506.51 ms [2021-01-21 14:00:42 main:574] : INFO : Epoch 1868 | loss: 0.0311573 | val_loss: 0.0311746 | Time: 2458.85 ms [2021-01-21 14:00:45 main:574] : INFO : Epoch 1869 | loss: 0.0311553 | val_loss: 0.0311724 | Time: 2559.22 ms [2021-01-21 14:00:47 main:574] : INFO : Epoch 1870 | loss: 0.0311566 | val_loss: 0.031178 | Time: 2462.38 ms [2021-01-21 14:00:50 main:574] : INFO : Epoch 1871 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 2526.94 ms [2021-01-21 14:00:53 main:574] : INFO : Epoch 1872 | loss: 0.0311496 | val_loss: 0.0311717 | Time: 2554.98 ms [2021-01-21 14:00:55 main:574] : INFO : Epoch 1873 | loss: 0.0311516 | val_loss: 0.0311818 | Time: 2517.49 ms [2021-01-21 14:00:58 main:574] : INFO : Epoch 1874 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 2503.93 ms [2021-01-21 14:01:00 main:574] : INFO : Epoch 1875 | loss: 0.0311524 | val_loss: 0.0311804 | Time: 2492.66 ms [2021-01-21 14:01:03 main:574] : INFO : Epoch 1876 | loss: 0.0311528 | val_loss: 0.0311742 | Time: 2518.99 ms [2021-01-21 14:01:05 main:574] : INFO : Epoch 1877 | loss: 0.0311539 | val_loss: 0.0311881 | Time: 2423.29 ms [2021-01-21 14:01:08 main:574] : INFO : Epoch 1878 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 2522.44 ms [2021-01-21 14:01:10 main:574] : INFO : Epoch 1879 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 2510.46 ms [2021-01-21 14:01:13 main:574] : INFO : Epoch 1880 | loss: 0.031158 | val_loss: 0.0311765 | Time: 2447.53 ms [2021-01-21 14:01:15 main:574] : INFO : Epoch 1881 | loss: 0.0311539 | val_loss: 0.0311679 | Time: 2437.96 ms [2021-01-21 14:01:18 main:574] : INFO : Epoch 1882 | loss: 0.0311523 | val_loss: 0.0311732 | Time: 2466.78 ms [2021-01-21 14:01:20 main:574] : INFO : Epoch 1883 | loss: 0.0311516 | val_loss: 0.0311724 | Time: 2428.56 ms [2021-01-21 14:01:23 main:574] : INFO : Epoch 1884 | loss: 0.0311497 | val_loss: 0.031171 | Time: 2531.98 ms [2021-01-21 14:01:26 main:574] : INFO : Epoch 1885 | loss: 0.0311521 | val_loss: 0.0311737 | Time: 2434.3 ms [2021-01-21 14:01:28 main:574] : INFO : Epoch 1886 | loss: 0.031154 | val_loss: 0.0311768 | Time: 2404.36 ms [2021-01-21 14:01:30 main:574] : INFO : Epoch 1887 | loss: 0.031154 | val_loss: 0.031176 | Time: 2417.95 ms [2021-01-21 14:01:33 main:574] : INFO : Epoch 1888 | loss: 0.0311504 | val_loss: 0.0311779 | Time: 2492.15 ms [2021-01-21 14:01:36 main:574] : INFO : Epoch 1889 | loss: 0.0311509 | val_loss: 0.0311749 | Time: 2515.6 ms [2021-01-21 14:01:38 main:574] : INFO : Epoch 1890 | loss: 0.0311488 | val_loss: 0.0311766 | Time: 2424.86 ms [2021-01-21 14:01:41 main:574] : INFO : Epoch 1891 | loss: 0.0311486 | val_loss: 0.0311721 | Time: 2443.76 ms [2021-01-21 14:01:43 main:574] : INFO : Epoch 1892 | loss: 0.0311474 | val_loss: 0.0311743 | Time: 2518.22 ms [2021-01-21 14:01:46 main:574] : INFO : Epoch 1893 | loss: 0.0311472 | val_loss: 0.031173 | Time: 2584.1 ms [2021-01-21 14:01:48 main:574] : INFO : Epoch 1894 | loss: 0.0311478 | val_loss: 0.0311739 | Time: 2508.61 ms [2021-01-21 14:01:51 main:574] : INFO : Epoch 1895 | loss: 0.0311451 | val_loss: 0.0311732 | Time: 2478.03 ms [2021-01-21 14:01:53 main:574] : INFO : Epoch 1896 | loss: 0.0311451 | val_loss: 0.0311768 | Time: 2455.25 ms [2021-01-21 14:01:56 main:574] : INFO : Epoch 1897 | loss: 0.031148 | val_loss: 0.0311771 | Time: 2404 ms [2021-01-21 14:01:58 main:574] : INFO : Epoch 1898 | loss: 0.0311458 | val_loss: 0.0311735 | Time: 2453.65 ms [2021-01-21 14:02:01 main:574] : INFO : Epoch 1899 | loss: 0.0311434 | val_loss: 0.0311726 | Time: 2446.07 ms [2021-01-21 14:02:03 main:574] : INFO : Epoch 1900 | loss: 0.0311521 | val_loss: 0.0311831 | Time: 2531.84 ms [2021-01-21 14:02:06 main:574] : INFO : Epoch 1901 | loss: 0.0311456 | val_loss: 0.0311779 | Time: 2372.77 ms [2021-01-21 14:02:08 main:574] : INFO : Epoch 1902 | loss: 0.0311441 | val_loss: 0.0311786 | Time: 2474.96 ms [2021-01-21 14:02:11 main:574] : INFO : Epoch 1903 | loss: 0.0311436 | val_loss: 0.0311788 | Time: 2401.97 ms [2021-01-21 14:02:13 main:574] : INFO : Epoch 1904 | loss: 0.0311452 | val_loss: 0.0311774 | Time: 2518.68 ms [2021-01-21 14:02:16 main:574] : INFO : Epoch 1905 | loss: 0.0311443 | val_loss: 0.0311781 | Time: 2342.62 ms [2021-01-21 14:02:18 main:574] : INFO : Epoch 1906 | loss: 0.0311427 | val_loss: 0.0311751 | Time: 2383.64 ms [2021-01-21 14:02:21 main:574] : INFO : Epoch 1907 | loss: 0.0311422 | val_loss: 0.0311818 | Time: 2470.79 ms [2021-01-21 14:02:23 main:574] : INFO : Epoch 1908 | loss: 0.0311469 | val_loss: 0.0311863 | Time: 2467.64 ms [2021-01-21 14:02:26 main:574] : INFO : Epoch 1909 | loss: 0.0311478 | val_loss: 0.0311868 | Time: 2459.34 ms [2021-01-21 14:02:28 main:574] : INFO : Epoch 1910 | loss: 0.0311474 | val_loss: 0.0311899 | Time: 2552.08 ms [2021-01-21 14:02:31 main:574] : INFO : Epoch 1911 | loss: 0.0311457 | val_loss: 0.0311806 | Time: 2415.95 ms [2021-01-21 14:02:33 main:574] : INFO : Epoch 1912 | loss: 0.0311421 | val_loss: 0.031174 | Time: 2452.29 ms [2021-01-21 14:02:36 main:574] : INFO : Epoch 1913 | loss: 0.0311423 | val_loss: 0.0311816 | Time: 2384.46 ms [2021-01-21 14:02:38 main:574] : INFO : Epoch 1914 | loss: 0.0311409 | val_loss: 0.0311814 | Time: 2383.25 ms [2021-01-21 14:02:41 main:574] : INFO : Epoch 1915 | loss: 0.0311401 | val_loss: 0.0311747 | Time: 2446.59 ms [2021-01-21 14:02:43 main:574] : INFO : Epoch 1916 | loss: 0.0311388 | val_loss: 0.0311806 | Time: 2498.58 ms [2021-01-21 14:02:46 main:574] : INFO : Epoch 1917 | loss: 0.0311405 | val_loss: 0.0311838 | Time: 2476.79 ms [2021-01-21 14:02:48 main:574] : INFO : Epoch 1918 | loss: 0.031141 | val_loss: 0.0311793 | Time: 2457.1 ms [2021-01-21 14:02:51 main:574] : INFO : Epoch 1919 | loss: 0.0311374 | val_loss: 0.0311791 | Time: 2477.29 ms [2021-01-21 14:02:53 main:574] : INFO : Epoch 1920 | loss: 0.0311413 | val_loss: 0.0311798 | Time: 2529.63 ms [2021-01-21 14:02:56 main:574] : INFO : Epoch 1921 | loss: 0.0311427 | val_loss: 0.031181 | Time: 2476.95 ms [2021-01-21 14:02:58 main:574] : INFO : Epoch 1922 | loss: 0.0311481 | val_loss: 0.0311759 | Time: 2455.54 ms [2021-01-21 14:03:01 main:574] : INFO : Epoch 1923 | loss: 0.0311402 | val_loss: 0.0311766 | Time: 2496.47 ms [2021-01-21 14:03:04 main:574] : INFO : Epoch 1924 | loss: 0.0311422 | val_loss: 0.0311785 | Time: 2496.35 ms [2021-01-21 14:03:06 main:574] : INFO : Epoch 1925 | loss: 0.0311516 | val_loss: 0.0311737 | Time: 2482.26 ms [2021-01-21 14:03:09 main:574] : INFO : Epoch 1926 | loss: 0.0311448 | val_loss: 0.031175 | Time: 2460.12 ms [2021-01-21 14:03:11 main:574] : INFO : Epoch 1927 | loss: 0.0311403 | val_loss: 0.0311776 | Time: 2458.8 ms [2021-01-21 14:03:14 main:574] : INFO : Epoch 1928 | loss: 0.0311394 | val_loss: 0.0311794 | Time: 2547.5 ms [2021-01-21 14:03:16 main:574] : INFO : Epoch 1929 | loss: 0.031143 | val_loss: 0.0311913 | Time: 2587.4 ms [2021-01-21 14:03:19 main:574] : INFO : Epoch 1930 | loss: 0.0311469 | val_loss: 0.0311835 | Time: 2348.2 ms [2021-01-21 14:03:21 main:574] : INFO : Epoch 1931 | loss: 0.0311365 | val_loss: 0.0311776 | Time: 2412.47 ms [2021-01-21 14:03:24 main:574] : INFO : Epoch 1932 | loss: 0.0311345 | val_loss: 0.0311872 | Time: 2437.86 ms [2021-01-21 14:03:26 main:574] : INFO : Epoch 1933 | loss: 0.0311364 | val_loss: 0.0311801 | Time: 2436.93 ms [2021-01-21 14:03:29 main:574] : INFO : Epoch 1934 | loss: 0.0311354 | val_loss: 0.031185 | Time: 2429.48 ms [2021-01-21 14:03:31 main:574] : INFO : Epoch 1935 | loss: 0.0311381 | val_loss: 0.0311809 | Time: 2509.49 ms [2021-01-21 14:03:34 main:574] : INFO : Epoch 1936 | loss: 0.0311373 | val_loss: 0.0311832 | Time: 2499.46 ms [2021-01-21 14:03:36 main:574] : INFO : Epoch 1937 | loss: 0.0311343 | val_loss: 0.0311835 | Time: 2464.61 ms [2021-01-21 14:03:39 main:574] : INFO : Epoch 1938 | loss: 0.0311352 | val_loss: 0.0311874 | Time: 2568.81 ms [2021-01-21 14:03:41 main:574] : INFO : Epoch 1939 | loss: 0.0311335 | val_loss: 0.031181 | Time: 2506.05 ms [2021-01-21 14:03:44 main:574] : INFO : Epoch 1940 | loss: 0.0311325 | val_loss: 0.0311827 | Time: 2442.25 ms [2021-01-21 14:03:46 main:574] : INFO : Epoch 1941 | loss: 0.0311393 | val_loss: 0.0311775 | Time: 2439.31 ms [2021-01-21 14:03:49 main:574] : INFO : Epoch 1942 | loss: 0.0311368 | val_loss: 0.0311828 | Time: 2418.42 ms [2021-01-21 14:03:51 main:574] : INFO : Epoch 1943 | loss: 0.0311339 | val_loss: 0.0311823 | Time: 2506.83 ms [2021-01-21 14:03:54 main:574] : INFO : Epoch 1944 | loss: 0.0311348 | val_loss: 0.0311912 | Time: 2503.11 ms [2021-01-21 14:03:57 main:574] : INFO : Epoch 1945 | loss: 0.0311359 | val_loss: 0.0311802 | Time: 2491.46 ms [2021-01-21 14:03:59 main:574] : INFO : Epoch 1946 | loss: 0.0311332 | val_loss: 0.0311815 | Time: 2446.4 ms [2021-01-21 14:04:02 main:574] : INFO : Epoch 1947 | loss: 0.0311369 | val_loss: 0.0311898 | Time: 2503.79 ms [2021-01-21 14:04:04 main:574] : INFO : Epoch 1948 | loss: 0.0311341 | val_loss: 0.0311824 | Time: 2546.08 ms [2021-01-21 14:04:07 main:574] : INFO : Epoch 1949 | loss: 0.0311361 | val_loss: 0.0311798 | Time: 2513.1 ms [2021-01-21 14:04:09 main:574] : INFO : Epoch 1950 | loss: 0.0311388 | val_loss: 0.031189 | Time: 2579.93 ms [2021-01-21 14:04:12 main:574] : INFO : Epoch 1951 | loss: 0.0311332 | val_loss: 0.031177 | Time: 2597.72 ms [2021-01-21 14:04:15 main:574] : INFO : Epoch 1952 | loss: 0.031134 | val_loss: 0.0311935 | Time: 2512.64 ms [2021-01-21 14:04:17 main:574] : INFO : Epoch 1953 | loss: 0.031136 | val_loss: 0.0311808 | Time: 2432.61 ms [2021-01-21 14:04:20 main:574] : INFO : Epoch 1954 | loss: 0.0311352 | val_loss: 0.0311794 | Time: 2428.15 ms [2021-01-21 14:04:22 main:574] : INFO : Epoch 1955 | loss: 0.0311331 | val_loss: 0.0311825 | Time: 2466.91 ms [2021-01-21 14:04:25 main:574] : INFO : Epoch 1956 | loss: 0.0311324 | val_loss: 0.0311816 | Time: 2444.46 ms [2021-01-21 14:04:27 main:574] : INFO : Epoch 1957 | loss: 0.0311303 | val_loss: 0.0311819 | Time: 2562.65 ms [2021-01-21 14:04:30 main:574] : INFO : Epoch 1958 | loss: 0.0311308 | val_loss: 0.0311872 | Time: 2495.09 ms [2021-01-21 14:04:33 main:574] : INFO : Epoch 1959 | loss: 0.0311292 | val_loss: 0.0311778 | Time: 2568.99 ms [2021-01-21 14:04:35 main:574] : INFO : Epoch 1960 | loss: 0.0311293 | val_loss: 0.0311879 | Time: 2404.63 ms [2021-01-21 14:04:37 main:574] : INFO : Epoch 1961 | loss: 0.0311391 | val_loss: 0.0311807 | Time: 2486.17 ms [2021-01-21 14:04:40 main:574] : INFO : Epoch 1962 | loss: 0.0311404 | val_loss: 0.0311833 | Time: 2482.64 ms [2021-01-21 14:04:43 main:574] : INFO : Epoch 1963 | loss: 0.0311327 | val_loss: 0.0311804 | Time: 2463.42 ms [2021-01-21 14:04:45 main:574] : INFO : Epoch 1964 | loss: 0.0311306 | val_loss: 0.0311924 | Time: 2437.41 ms [2021-01-21 14:04:48 main:574] : INFO : Epoch 1965 | loss: 0.0311324 | val_loss: 0.0311849 | Time: 2496.95 ms [2021-01-21 14:04:50 main:574] : INFO : Epoch 1966 | loss: 0.0311308 | val_loss: 0.0312674 | Time: 2426.5 ms [2021-01-21 14:04:53 main:574] : INFO : Epoch 1967 | loss: 0.0313076 | val_loss: 0.0312694 | Time: 2458.95 ms [2021-01-21 14:04:55 main:574] : INFO : Epoch 1968 | loss: 0.0312572 | val_loss: 0.0312575 | Time: 2502.87 ms [2021-01-21 14:04:58 main:574] : INFO : Epoch 1969 | loss: 0.0312536 | val_loss: 0.0312497 | Time: 2466.99 ms [2021-01-21 14:05:00 main:574] : INFO : Epoch 1970 | loss: 0.0312497 | val_loss: 0.0312474 | Time: 2593.89 ms [2021-01-21 14:05:03 main:574] : INFO : Epoch 1971 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 2480.68 ms [2021-01-21 14:05:05 main:574] : INFO : Epoch 1972 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 2509.05 ms [2021-01-21 14:05:08 main:574] : INFO : Epoch 1973 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 2547.22 ms [2021-01-21 14:05:11 main:574] : INFO : Epoch 1974 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 2492.66 ms [2021-01-21 14:05:13 main:574] : INFO : Epoch 1975 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 2493.65 ms [2021-01-21 14:05:16 main:574] : INFO : Epoch 1976 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 2463.49 ms [2021-01-21 14:05:18 main:574] : INFO : Epoch 1977 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2441.88 ms [2021-01-21 14:05:21 main:574] : INFO : Epoch 1978 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 2507.94 ms [2021-01-21 14:05:23 main:574] : INFO : Epoch 1979 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 2562.56 ms [2021-01-21 14:05:26 main:574] : INFO : Epoch 1980 | loss: 0.031248 | val_loss: 0.0312464 | Time: 2354.67 ms [2021-01-21 14:05:28 main:574] : INFO : Epoch 1981 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 2486.24 ms [2021-01-21 14:05:31 main:574] : INFO : Epoch 1982 | loss: 0.0312482 | val_loss: 0.0312462 | Time: 2512.38 ms [2021-01-21 14:05:33 main:574] : INFO : Epoch 1983 | loss: 0.031248 | val_loss: 0.0312457 | Time: 2444.84 ms [2021-01-21 14:05:36 main:574] : INFO : Epoch 1984 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 2564.39 ms [2021-01-21 14:05:38 main:574] : INFO : Epoch 1985 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 2504.27 ms [2021-01-21 14:05:41 main:574] : INFO : Epoch 1986 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 2505.61 ms [2021-01-21 14:05:44 main:574] : INFO : Epoch 1987 | loss: 0.0312497 | val_loss: 0.0312475 | Time: 2428.37 ms [2021-01-21 14:05:46 main:574] : INFO : Epoch 1988 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 2434.78 ms [2021-01-21 14:05:49 main:574] : INFO : Epoch 1989 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2487.05 ms [2021-01-21 14:05:51 main:574] : INFO : Epoch 1990 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 2531.07 ms [2021-01-21 14:05:53 main:574] : INFO : Epoch 1991 | loss: 0.0312461 | val_loss: 0.0312437 | Time: 2265.65 ms [2021-01-21 14:05:56 main:574] : INFO : Epoch 1992 | loss: 0.0312454 | val_loss: 0.031244 | Time: 2395.36 ms [2021-01-21 14:05:58 main:574] : INFO : Epoch 1993 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 2433.2 ms [2021-01-21 14:06:01 main:574] : INFO : Epoch 1994 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 2566.73 ms [2021-01-21 14:06:03 main:574] : INFO : Epoch 1995 | loss: 0.0312476 | val_loss: 0.0312453 | Time: 2403.48 ms [2021-01-21 14:06:06 main:574] : INFO : Epoch 1996 | loss: 0.0312459 | val_loss: 0.031243 | Time: 2445.09 ms [2021-01-21 14:06:08 main:574] : INFO : Epoch 1997 | loss: 0.0312469 | val_loss: 0.0312431 | Time: 2418.78 ms [2021-01-21 14:06:11 main:574] : INFO : Epoch 1998 | loss: 0.0312451 | val_loss: 0.031243 | Time: 2460.97 ms [2021-01-21 14:06:13 main:574] : INFO : Epoch 1999 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 2483.66 ms [2021-01-21 14:06:16 main:574] : INFO : Epoch 2000 | loss: 0.0312448 | val_loss: 0.0312428 | Time: 2376.74 ms [2021-01-21 14:06:18 main:574] : INFO : Epoch 2001 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 2543.44 ms [2021-01-21 14:06:21 main:574] : INFO : Epoch 2002 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 2491.31 ms [2021-01-21 14:06:23 main:574] : INFO : Epoch 2003 | loss: 0.0312454 | val_loss: 0.0312431 | Time: 2460.19 ms [2021-01-21 14:06:26 main:574] : INFO : Epoch 2004 | loss: 0.031246 | val_loss: 0.0312438 | Time: 2503.83 ms [2021-01-21 14:06:29 main:574] : INFO : Epoch 2005 | loss: 0.0312452 | val_loss: 0.0312424 | Time: 2618.83 ms [2021-01-21 14:06:31 main:574] : INFO : Epoch 2006 | loss: 0.0312445 | val_loss: 0.0312448 | Time: 2501.52 ms [2021-01-21 14:06:34 main:574] : INFO : Epoch 2007 | loss: 0.031249 | val_loss: 0.0312439 | Time: 2539.25 ms [2021-01-21 14:06:36 main:574] : INFO : Epoch 2008 | loss: 0.031248 | val_loss: 0.031245 | Time: 2474.77 ms [2021-01-21 14:06:39 main:574] : INFO : Epoch 2009 | loss: 0.0312464 | val_loss: 0.0312423 | Time: 2513.71 ms [2021-01-21 14:06:41 main:574] : INFO : Epoch 2010 | loss: 0.0312452 | val_loss: 0.031243 | Time: 2508.57 ms [2021-01-21 14:06:44 main:574] : INFO : Epoch 2011 | loss: 0.0312451 | val_loss: 0.0312419 | Time: 2465.83 ms [2021-01-21 14:06:46 main:574] : INFO : Epoch 2012 | loss: 0.0312447 | val_loss: 0.0312419 | Time: 2425.02 ms [2021-01-21 14:06:49 main:574] : INFO : Epoch 2013 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 2480.81 ms [2021-01-21 14:06:51 main:574] : INFO : Epoch 2014 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2543.08 ms [2021-01-21 14:06:54 main:574] : INFO : Epoch 2015 | loss: 0.0312449 | val_loss: 0.0312428 | Time: 2422.75 ms [2021-01-21 14:06:56 main:574] : INFO : Epoch 2016 | loss: 0.0312446 | val_loss: 0.0312424 | Time: 2474.33 ms [2021-01-21 14:06:59 main:574] : INFO : Epoch 2017 | loss: 0.0312447 | val_loss: 0.0312418 | Time: 2413.75 ms [2021-01-21 14:07:01 main:574] : INFO : Epoch 2018 | loss: 0.0312446 | val_loss: 0.0312423 | Time: 2467.38 ms [2021-01-21 14:07:04 main:574] : INFO : Epoch 2019 | loss: 0.0312449 | val_loss: 0.0312416 | Time: 2507.61 ms [2021-01-21 14:07:07 main:574] : INFO : Epoch 2020 | loss: 0.031247 | val_loss: 0.0312449 | Time: 2408.15 ms [2021-01-21 14:07:09 main:574] : INFO : Epoch 2021 | loss: 0.0312464 | val_loss: 0.0312439 | Time: 2488.03 ms [2021-01-21 14:07:12 main:574] : INFO : Epoch 2022 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 2552.56 ms [2021-01-21 14:07:14 main:574] : INFO : Epoch 2023 | loss: 0.0312451 | val_loss: 0.0312413 | Time: 2543.29 ms [2021-01-21 14:07:17 main:574] : INFO : Epoch 2024 | loss: 0.031244 | val_loss: 0.0312412 | Time: 2568.1 ms [2021-01-21 14:07:19 main:574] : INFO : Epoch 2025 | loss: 0.0312438 | val_loss: 0.0312413 | Time: 2430.65 ms [2021-01-21 14:07:22 main:574] : INFO : Epoch 2026 | loss: 0.0312437 | val_loss: 0.0312416 | Time: 2504.25 ms [2021-01-21 14:07:24 main:574] : INFO : Epoch 2027 | loss: 0.0312445 | val_loss: 0.0312407 | Time: 2543.23 ms [2021-01-21 14:07:27 main:574] : INFO : Epoch 2028 | loss: 0.0312454 | val_loss: 0.0312424 | Time: 2432.78 ms [2021-01-21 14:07:29 main:574] : INFO : Epoch 2029 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 2498.97 ms [2021-01-21 14:07:32 main:574] : INFO : Epoch 2030 | loss: 0.0312447 | val_loss: 0.0312427 | Time: 2493.04 ms [2021-01-21 14:07:34 main:574] : INFO : Epoch 2031 | loss: 0.0312441 | val_loss: 0.031246 | Time: 2328.95 ms [2021-01-21 14:07:37 main:574] : INFO : Epoch 2032 | loss: 0.0312453 | val_loss: 0.0312425 | Time: 2519.16 ms [2021-01-21 14:07:40 main:574] : INFO : Epoch 2033 | loss: 0.0312445 | val_loss: 0.0312408 | Time: 2541.2 ms [2021-01-21 14:07:42 main:574] : INFO : Epoch 2034 | loss: 0.0312434 | val_loss: 0.031241 | Time: 2491.12 ms [2021-01-21 14:07:45 main:574] : INFO : Epoch 2035 | loss: 0.031245 | val_loss: 0.0312414 | Time: 2496.52 ms [2021-01-21 14:07:47 main:574] : INFO : Epoch 2036 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 2530.54 ms [2021-01-21 14:07:50 main:574] : INFO : Epoch 2037 | loss: 0.0312437 | val_loss: 0.0312407 | Time: 2655.9 ms [2021-01-21 14:07:53 main:574] : INFO : Epoch 2038 | loss: 0.031245 | val_loss: 0.0312413 | Time: 2486.65 ms [2021-01-21 14:07:55 main:574] : INFO : Epoch 2039 | loss: 0.0312441 | val_loss: 0.0312411 | Time: 2437.39 ms [2021-01-21 14:07:58 main:574] : INFO : Epoch 2040 | loss: 0.0312456 | val_loss: 0.0312421 | Time: 2456.59 ms [2021-01-21 14:08:00 main:574] : INFO : Epoch 2041 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 2425.89 ms [2021-01-21 14:08:03 main:574] : INFO : Epoch 2042 | loss: 0.0312456 | val_loss: 0.031241 | Time: 2500.21 ms [2021-01-21 14:08:05 main:574] : INFO : Epoch 2043 | loss: 0.0312455 | val_loss: 0.0312425 | Time: 2427.94 ms [2021-01-21 14:08:08 main:574] : INFO : Epoch 2044 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2485.2 ms [2021-01-21 14:08:10 main:574] : INFO : Epoch 2045 | loss: 0.031246 | val_loss: 0.0312431 | Time: 2418.74 ms [2021-01-21 14:08:13 main:574] : INFO : Epoch 2046 | loss: 0.0312445 | val_loss: 0.0312409 | Time: 2443.17 ms [2021-01-21 14:08:15 main:574] : INFO : Epoch 2047 | loss: 0.0312438 | val_loss: 0.0312408 | Time: 2466.43 ms [2021-01-21 14:08:18 main:574] : INFO : Epoch 2048 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 2482.8 ms [2021-01-21 14:08:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312422 [2021-01-21 14:08:18 main:603] : INFO : Saving end state to config to file [2021-01-21 14:08:18 main:608] : INFO : Success, exiting.. 14:08:18 (15212): 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)