Task 7766643
| Name | ParityModified-1631735115-28916-2_0 |
| Workunit | 5401072 |
| Created | 2 Oct 2021, 11:56:30 UTC |
| Sent | 10 Oct 2021, 13:17:52 UTC |
| Report deadline | 17 Oct 2021, 13:17:52 UTC |
| Received | 10 Oct 2021, 15:40:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 20 min 36 sec |
| CPU time | 1 hours 18 min 42 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> 59 main:574] : INFO : Epoch 1542 | loss: 0.0312036 | val_loss: 0.0312052 | Time: 2913.34 ms [2021-10-10 16:18:02 main:574] : INFO : Epoch 1543 | loss: 0.0312028 | val_loss: 0.0312074 | Time: 2601.56 ms [2021-10-10 16:18:04 main:574] : INFO : Epoch 1544 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 2461.57 ms [2021-10-10 16:18:07 main:574] : INFO : Epoch 1545 | loss: 0.0312049 | val_loss: 0.0312057 | Time: 2891.11 ms [2021-10-10 16:18:10 main:574] : INFO : Epoch 1546 | loss: 0.0312052 | val_loss: 0.031208 | Time: 2783.14 ms [2021-10-10 16:18:13 main:574] : INFO : Epoch 1547 | loss: 0.0312059 | val_loss: 0.0312065 | Time: 2838.52 ms [2021-10-10 16:18:16 main:574] : INFO : Epoch 1548 | loss: 0.0312049 | val_loss: 0.0312062 | Time: 2634.84 ms [2021-10-10 16:18:18 main:574] : INFO : Epoch 1549 | loss: 0.0312022 | val_loss: 0.031206 | Time: 2649.6 ms [2021-10-10 16:18:21 main:574] : INFO : Epoch 1550 | loss: 0.031202 | val_loss: 0.0312044 | Time: 2837.64 ms [2021-10-10 16:18:24 main:574] : INFO : Epoch 1551 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 2660.74 ms [2021-10-10 16:18:26 main:574] : INFO : Epoch 1552 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 2607.69 ms [2021-10-10 16:18:29 main:574] : INFO : Epoch 1553 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 2735.3 ms [2021-10-10 16:18:32 main:574] : INFO : Epoch 1554 | loss: 0.0312024 | val_loss: 0.0312079 | Time: 2634.75 ms [2021-10-10 16:18:34 main:574] : INFO : Epoch 1555 | loss: 0.0312015 | val_loss: 0.0312058 | Time: 2684.72 ms [2021-10-10 16:18:37 main:574] : INFO : Epoch 1556 | loss: 0.0312009 | val_loss: 0.0312062 | Time: 2781.99 ms [2021-10-10 16:18:40 main:574] : INFO : Epoch 1557 | loss: 0.031202 | val_loss: 0.0312089 | Time: 2811.39 ms [2021-10-10 16:18:43 main:574] : INFO : Epoch 1558 | loss: 0.0312027 | val_loss: 0.0312093 | Time: 2797.02 ms [2021-10-10 16:18:46 main:574] : INFO : Epoch 1559 | loss: 0.0312015 | val_loss: 0.0312088 | Time: 2905.41 ms [2021-10-10 16:18:49 main:574] : INFO : Epoch 1560 | loss: 0.0312014 | val_loss: 0.0312053 | Time: 3317.23 ms [2021-10-10 16:18:52 main:574] : INFO : Epoch 1561 | loss: 0.0312008 | val_loss: 0.0312045 | Time: 2872.19 ms [2021-10-10 16:18:55 main:574] : INFO : Epoch 1562 | loss: 0.0312024 | val_loss: 0.0312049 | Time: 2799.4 ms [2021-10-10 16:18:58 main:574] : INFO : Epoch 1563 | loss: 0.0312018 | val_loss: 0.0312049 | Time: 2841.45 ms [2021-10-10 16:19:01 main:574] : INFO : Epoch 1564 | loss: 0.0312033 | val_loss: 0.0312056 | Time: 2811.22 ms [2021-10-10 16:19:03 main:574] : INFO : Epoch 1565 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 2832.99 ms [2021-10-10 16:19:06 main:574] : INFO : Epoch 1566 | loss: 0.0311996 | val_loss: 0.0312052 | Time: 2704.31 ms [2021-10-10 16:19:09 main:574] : INFO : Epoch 1567 | loss: 0.0312011 | val_loss: 0.0312082 | Time: 2702 ms [2021-10-10 16:19:12 main:574] : INFO : Epoch 1568 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 2765.6 ms [2021-10-10 16:19:14 main:574] : INFO : Epoch 1569 | loss: 0.0312 | val_loss: 0.0312039 | Time: 2721.04 ms [2021-10-10 16:19:18 main:574] : INFO : Epoch 1570 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 3083.14 ms [2021-10-10 16:19:20 main:574] : INFO : Epoch 1571 | loss: 0.0311998 | val_loss: 0.0312045 | Time: 2771.51 ms [2021-10-10 16:19:23 main:574] : INFO : Epoch 1572 | loss: 0.031201 | val_loss: 0.031206 | Time: 2561.2 ms [2021-10-10 16:19:25 main:574] : INFO : Epoch 1573 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 2523.6 ms [2021-10-10 16:19:28 main:574] : INFO : Epoch 1574 | loss: 0.031201 | val_loss: 0.0312052 | Time: 2591.44 ms [2021-10-10 16:19:31 main:574] : INFO : Epoch 1575 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 2527.29 ms [2021-10-10 16:19:33 main:574] : INFO : Epoch 1576 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 2755.53 ms [2021-10-10 16:19:36 main:574] : INFO : Epoch 1577 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 2774.21 ms [2021-10-10 16:19:39 main:574] : INFO : Epoch 1578 | loss: 0.0312014 | val_loss: 0.0312072 | Time: 2693.05 ms [2021-10-10 16:19:41 main:574] : INFO : Epoch 1579 | loss: 0.0312012 | val_loss: 0.0312031 | Time: 2664.54 ms [2021-10-10 16:19:44 main:574] : INFO : Epoch 1580 | loss: 0.0312 | val_loss: 0.0312053 | Time: 2777.79 ms [2021-10-10 16:19:47 main:574] : INFO : Epoch 1581 | loss: 0.0312014 | val_loss: 0.031207 | Time: 2817.14 ms [2021-10-10 16:19:50 main:574] : INFO : Epoch 1582 | loss: 0.031204 | val_loss: 0.0312116 | Time: 2569.88 ms [2021-10-10 16:19:52 main:574] : INFO : Epoch 1583 | loss: 0.031202 | val_loss: 0.0312063 | Time: 2865.76 ms [2021-10-10 16:19:55 main:574] : INFO : Epoch 1584 | loss: 0.0311993 | val_loss: 0.0312074 | Time: 2903.92 ms [2021-10-10 16:19:58 main:574] : INFO : Epoch 1585 | loss: 0.0312003 | val_loss: 0.0312083 | Time: 2738.91 ms [2021-10-10 16:20:01 main:574] : INFO : Epoch 1586 | loss: 0.0312012 | val_loss: 0.0312062 | Time: 2683.31 ms [2021-10-10 16:20:04 main:574] : INFO : Epoch 1587 | loss: 0.0311993 | val_loss: 0.0312054 | Time: 2943.24 ms [2021-10-10 16:20:06 main:574] : INFO : Epoch 1588 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 2693.79 ms [2021-10-10 16:20:09 main:574] : INFO : Epoch 1589 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 2654.93 ms [2021-10-10 16:20:12 main:574] : INFO : Epoch 1590 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 2681.3 ms [2021-10-10 16:20:15 main:574] : INFO : Epoch 1591 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 2791.15 ms [2021-10-10 16:20:17 main:574] : INFO : Epoch 1592 | loss: 0.0312012 | val_loss: 0.0312036 | Time: 2802.23 ms [2021-10-10 16:20:20 main:574] : INFO : Epoch 1593 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 2910.27 ms [2021-10-10 16:20:23 main:574] : INFO : Epoch 1594 | loss: 0.0311986 | val_loss: 0.0312045 | Time: 2746.93 ms [2021-10-10 16:20:26 main:574] : INFO : Epoch 1595 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 2656.81 ms [2021-10-10 16:20:28 main:574] : INFO : Epoch 1596 | loss: 0.0312012 | val_loss: 0.031208 | Time: 2617.21 ms [2021-10-10 16:20:31 main:574] : INFO : Epoch 1597 | loss: 0.0311998 | val_loss: 0.0312029 | Time: 2586.76 ms [2021-10-10 16:20:34 main:574] : INFO : Epoch 1598 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 2566.01 ms [2021-10-10 16:20:36 main:574] : INFO : Epoch 1599 | loss: 0.0311973 | val_loss: 0.0312036 | Time: 2615.08 ms [2021-10-10 16:20:39 main:574] : INFO : Epoch 1600 | loss: 0.031198 | val_loss: 0.0312065 | Time: 2628.52 ms [2021-10-10 16:20:42 main:574] : INFO : Epoch 1601 | loss: 0.0311979 | val_loss: 0.0312048 | Time: 2892.33 ms [2021-10-10 16:20:44 main:574] : INFO : Epoch 1602 | loss: 0.0312011 | val_loss: 0.0312068 | Time: 2635.17 ms [2021-10-10 16:20:47 main:574] : INFO : Epoch 1603 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 2497.2 ms [2021-10-10 16:20:49 main:574] : INFO : Epoch 1604 | loss: 0.0311974 | val_loss: 0.0312035 | Time: 2526.79 ms [2021-10-10 16:20:52 main:574] : INFO : Epoch 1605 | loss: 0.0311976 | val_loss: 0.0312079 | Time: 2416.24 ms [2021-10-10 16:20:54 main:574] : INFO : Epoch 1606 | loss: 0.0311989 | val_loss: 0.0312115 | Time: 2679.46 ms [2021-10-10 16:20:57 main:574] : INFO : Epoch 1607 | loss: 0.0312018 | val_loss: 0.031204 | Time: 2753.28 ms [2021-10-10 16:21:00 main:574] : INFO : Epoch 1608 | loss: 0.0312031 | val_loss: 0.0312026 | Time: 2805.14 ms [2021-10-10 16:21:03 main:574] : INFO : Epoch 1609 | loss: 0.0311979 | val_loss: 0.0312045 | Time: 2444.66 ms [2021-10-10 16:21:05 main:574] : INFO : Epoch 1610 | loss: 0.0311978 | val_loss: 0.0312067 | Time: 2436.82 ms [2021-10-10 16:21:08 main:574] : INFO : Epoch 1611 | loss: 0.0312001 | val_loss: 0.0312064 | Time: 2694.51 ms [2021-10-10 16:21:10 main:574] : INFO : Epoch 1612 | loss: 0.031199 | val_loss: 0.0312051 | Time: 2560.87 ms [2021-10-10 16:21:13 main:574] : INFO : Epoch 1613 | loss: 0.0311979 | val_loss: 0.0312072 | Time: 2363.56 ms [2021-10-10 16:21:15 main:574] : INFO : Epoch 1614 | loss: 0.0312029 | val_loss: 0.0312167 | Time: 2439.11 ms [2021-10-10 16:21:18 main:574] : INFO : Epoch 1615 | loss: 0.0312016 | val_loss: 0.0312069 | Time: 2513.89 ms [2021-10-10 16:21:20 main:574] : INFO : Epoch 1616 | loss: 0.0311984 | val_loss: 0.0312061 | Time: 2432.29 ms [2021-10-10 16:21:23 main:574] : INFO : Epoch 1617 | loss: 0.0311985 | val_loss: 0.0312025 | Time: 2537.18 ms [2021-10-10 16:21:25 main:574] : INFO : Epoch 1618 | loss: 0.0311974 | val_loss: 0.031203 | Time: 2534.59 ms [2021-10-10 16:21:28 main:574] : INFO : Epoch 1619 | loss: 0.0311978 | val_loss: 0.0312046 | Time: 2628.08 ms [2021-10-10 16:21:30 main:574] : INFO : Epoch 1620 | loss: 0.031199 | val_loss: 0.0312038 | Time: 2591.14 ms [2021-10-10 16:21:33 main:574] : INFO : Epoch 1621 | loss: 0.0311994 | val_loss: 0.031202 | Time: 2593.74 ms [2021-10-10 16:21:36 main:574] : INFO : Epoch 1622 | loss: 0.0312028 | val_loss: 0.0312098 | Time: 2592.55 ms [2021-10-10 16:21:38 main:574] : INFO : Epoch 1623 | loss: 0.0312014 | val_loss: 0.0312045 | Time: 2491.77 ms [2021-10-10 16:21:41 main:574] : INFO : Epoch 1624 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 2555.74 ms [2021-10-10 16:21:44 main:574] : INFO : Epoch 1625 | loss: 0.0311989 | val_loss: 0.031209 | Time: 3292.85 ms [2021-10-10 16:21:46 main:574] : INFO : Epoch 1626 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 2563.52 ms [2021-10-10 16:21:49 main:574] : INFO : Epoch 1627 | loss: 0.0312005 | val_loss: 0.0312075 | Time: 2660.8 ms [2021-10-10 16:21:52 main:574] : INFO : Epoch 1628 | loss: 0.0311999 | val_loss: 0.031204 | Time: 2573.57 ms [2021-10-10 16:21:54 main:574] : INFO : Epoch 1629 | loss: 0.0311997 | val_loss: 0.0312062 | Time: 2513.66 ms [2021-10-10 16:21:57 main:574] : INFO : Epoch 1630 | loss: 0.0312008 | val_loss: 0.0312028 | Time: 2592.56 ms [2021-10-10 16:22:00 main:574] : INFO : Epoch 1631 | loss: 0.0311994 | val_loss: 0.0312034 | Time: 2694.82 ms [2021-10-10 16:22:02 main:574] : INFO : Epoch 1632 | loss: 0.0311985 | val_loss: 0.0312031 | Time: 2505.52 ms [2021-10-10 16:22:05 main:574] : INFO : Epoch 1633 | loss: 0.0311982 | val_loss: 0.0312113 | Time: 2475.93 ms [2021-10-10 16:22:07 main:574] : INFO : Epoch 1634 | loss: 0.0312003 | val_loss: 0.0312046 | Time: 2557.54 ms [2021-10-10 16:22:10 main:574] : INFO : Epoch 1635 | loss: 0.0312 | val_loss: 0.0312056 | Time: 2844.89 ms [2021-10-10 16:22:12 main:574] : INFO : Epoch 1636 | loss: 0.0311991 | val_loss: 0.0312029 | Time: 2491.07 ms [2021-10-10 16:22:15 main:574] : INFO : Epoch 1637 | loss: 0.0311994 | val_loss: 0.0312041 | Time: 2504.34 ms [2021-10-10 16:22:17 main:574] : INFO : Epoch 1638 | loss: 0.0311998 | val_loss: 0.0312062 | Time: 2556.41 ms [2021-10-10 16:22:20 main:574] : INFO : Epoch 1639 | loss: 0.0311996 | val_loss: 0.0312028 | Time: 2519.72 ms [2021-10-10 16:22:23 main:574] : INFO : Epoch 1640 | loss: 0.0311991 | val_loss: 0.0312044 | Time: 2500.63 ms [2021-10-10 16:22:25 main:574] : INFO : Epoch 1641 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 2532.22 ms [2021-10-10 16:22:28 main:574] : INFO : Epoch 1642 | loss: 0.0311979 | val_loss: 0.0312037 | Time: 2563.32 ms [2021-10-10 16:22:30 main:574] : INFO : Epoch 1643 | loss: 0.0311992 | val_loss: 0.0312081 | Time: 2532.76 ms [2021-10-10 16:22:33 main:574] : INFO : Epoch 1644 | loss: 0.031199 | val_loss: 0.0312035 | Time: 2548.09 ms [2021-10-10 16:22:35 main:574] : INFO : Epoch 1645 | loss: 0.031197 | val_loss: 0.0312053 | Time: 2485.75 ms [2021-10-10 16:22:38 main:574] : INFO : Epoch 1646 | loss: 0.0312011 | val_loss: 0.0312075 | Time: 2441.47 ms [2021-10-10 16:22:40 main:574] : INFO : Epoch 1647 | loss: 0.0311995 | val_loss: 0.0312029 | Time: 2429.1 ms [2021-10-10 16:22:43 main:574] : INFO : Epoch 1648 | loss: 0.0311975 | val_loss: 0.031207 | Time: 2473.66 ms [2021-10-10 16:22:45 main:574] : INFO : Epoch 1649 | loss: 0.0312015 | val_loss: 0.0312109 | Time: 2431.43 ms [2021-10-10 16:22:48 main:574] : INFO : Epoch 1650 | loss: 0.0311983 | val_loss: 0.0312057 | Time: 2638.02 ms [2021-10-10 16:22:50 main:574] : INFO : Epoch 1651 | loss: 0.0311975 | val_loss: 0.0312073 | Time: 2454.52 ms [2021-10-10 16:22:52 main:574] : INFO : Epoch 1652 | loss: 0.0312022 | val_loss: 0.0312192 | Time: 2329.36 ms [2021-10-10 16:22:55 main:574] : INFO : Epoch 1653 | loss: 0.0312007 | val_loss: 0.0312092 | Time: 2343.6 ms [2021-10-10 16:22:57 main:574] : INFO : Epoch 1654 | loss: 0.031197 | val_loss: 0.0312071 | Time: 2504.71 ms [2021-10-10 16:23:00 main:574] : INFO : Epoch 1655 | loss: 0.0311977 | val_loss: 0.0312126 | Time: 2519.74 ms [2021-10-10 16:23:02 main:574] : INFO : Epoch 1656 | loss: 0.0311999 | val_loss: 0.0312097 | Time: 2512.3 ms [2021-10-10 16:23:05 main:574] : INFO : Epoch 1657 | loss: 0.0311974 | val_loss: 0.0312089 | Time: 2615.99 ms [2021-10-10 16:23:08 main:574] : INFO : Epoch 1658 | loss: 0.0311975 | val_loss: 0.0312069 | Time: 2518.36 ms [2021-10-10 16:23:10 main:574] : INFO : Epoch 1659 | loss: 0.0311968 | val_loss: 0.0312054 | Time: 2753.6 ms [2021-10-10 16:23:13 main:574] : INFO : Epoch 1660 | loss: 0.0311956 | val_loss: 0.0312039 | Time: 2577.14 ms [2021-10-10 16:23:15 main:574] : INFO : Epoch 1661 | loss: 0.0311949 | val_loss: 0.0312055 | Time: 2411.55 ms [2021-10-10 16:23:18 main:574] : INFO : Epoch 1662 | loss: 0.0311959 | val_loss: 0.0312071 | Time: 2374.77 ms [2021-10-10 16:23:20 main:574] : INFO : Epoch 1663 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 2434.98 ms [2021-10-10 16:23:23 main:574] : INFO : Epoch 1664 | loss: 0.0311949 | val_loss: 0.0312056 | Time: 2439.24 ms [2021-10-10 16:23:25 main:574] : INFO : Epoch 1665 | loss: 0.0311962 | val_loss: 0.031205 | Time: 2648.06 ms [2021-10-10 16:23:28 main:574] : INFO : Epoch 1666 | loss: 0.0311973 | val_loss: 0.0312071 | Time: 2451.78 ms [2021-10-10 16:23:30 main:574] : INFO : Epoch 1667 | loss: 0.0311952 | val_loss: 0.0312061 | Time: 2506.52 ms [2021-10-10 16:23:33 main:574] : INFO : Epoch 1668 | loss: 0.0311965 | val_loss: 0.0312041 | Time: 2434.79 ms [2021-10-10 16:23:35 main:574] : INFO : Epoch 1669 | loss: 0.031197 | val_loss: 0.0312069 | Time: 2400.46 ms [2021-10-10 16:23:38 main:574] : INFO : Epoch 1670 | loss: 0.0311965 | val_loss: 0.0312048 | Time: 2459.18 ms [2021-10-10 16:23:40 main:574] : INFO : Epoch 1671 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 2415.62 ms [2021-10-10 16:23:42 main:574] : INFO : Epoch 1672 | loss: 0.0312012 | val_loss: 0.031208 | Time: 2348.06 ms [2021-10-10 16:23:45 main:574] : INFO : Epoch 1673 | loss: 0.0311985 | val_loss: 0.031207 | Time: 2425.37 ms [2021-10-10 16:23:47 main:574] : INFO : Epoch 1674 | loss: 0.0312004 | val_loss: 0.0312041 | Time: 2408.86 ms [2021-10-10 16:23:50 main:574] : INFO : Epoch 1675 | loss: 0.0311974 | val_loss: 0.0312037 | Time: 2457.6 ms [2021-10-10 16:23:52 main:574] : INFO : Epoch 1676 | loss: 0.0311981 | val_loss: 0.0312033 | Time: 2376.38 ms [2021-10-10 16:23:54 main:574] : INFO : Epoch 1677 | loss: 0.031197 | val_loss: 0.0312036 | Time: 2465.06 ms [2021-10-10 16:23:57 main:574] : INFO : Epoch 1678 | loss: 0.031197 | val_loss: 0.0312033 | Time: 2484.9 ms [2021-10-10 16:23:59 main:574] : INFO : Epoch 1679 | loss: 0.0311973 | val_loss: 0.0312042 | Time: 2439.39 ms [2021-10-10 16:24:02 main:574] : INFO : Epoch 1680 | loss: 0.0311967 | val_loss: 0.031207 | Time: 2699.87 ms [2021-10-10 16:24:04 main:574] : INFO : Epoch 1681 | loss: 0.0311962 | val_loss: 0.0312022 | Time: 2344.51 ms [2021-10-10 16:24:07 main:574] : INFO : Epoch 1682 | loss: 0.031197 | val_loss: 0.0312081 | Time: 2332.22 ms [2021-10-10 16:24:09 main:574] : INFO : Epoch 1683 | loss: 0.0311987 | val_loss: 0.0312046 | Time: 2445.8 ms [2021-10-10 16:24:12 main:574] : INFO : Epoch 1684 | loss: 0.0311954 | val_loss: 0.0312046 | Time: 2352.23 ms [2021-10-10 16:24:14 main:574] : INFO : Epoch 1685 | loss: 0.0311969 | val_loss: 0.0312089 | Time: 2431.19 ms [2021-10-10 16:24:16 main:574] : INFO : Epoch 1686 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 2368.58 ms [2021-10-10 16:24:19 main:574] : INFO : Epoch 1687 | loss: 0.031198 | val_loss: 0.0312028 | Time: 2420.28 ms [2021-10-10 16:24:21 main:574] : INFO : Epoch 1688 | loss: 0.0311968 | val_loss: 0.0312078 | Time: 2381.97 ms [2021-10-10 16:24:24 main:574] : INFO : Epoch 1689 | loss: 0.0311961 | val_loss: 0.0312029 | Time: 2364.86 ms [2021-10-10 16:24:26 main:574] : INFO : Epoch 1690 | loss: 0.0311948 | val_loss: 0.0312043 | Time: 2377.19 ms [2021-10-10 16:24:28 main:574] : INFO : Epoch 1691 | loss: 0.0311975 | val_loss: 0.031207 | Time: 2389.73 ms [2021-10-10 16:24:31 main:574] : INFO : Epoch 1692 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 2330.84 ms [2021-10-10 16:24:33 main:574] : INFO : Epoch 1693 | loss: 0.0311937 | val_loss: 0.0312018 | Time: 2467.63 ms [2021-10-10 16:24:36 main:574] : INFO : Epoch 1694 | loss: 0.031195 | val_loss: 0.0312021 | Time: 2418.5 ms [2021-10-10 16:24:38 main:574] : INFO : Epoch 1695 | loss: 0.0311962 | val_loss: 0.0312046 | Time: 2631.61 ms [2021-10-10 16:24:41 main:574] : INFO : Epoch 1696 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 2443.83 ms [2021-10-10 16:24:43 main:574] : INFO : Epoch 1697 | loss: 0.0311951 | val_loss: 0.0312051 | Time: 2563.1 ms [2021-10-10 16:24:46 main:574] : INFO : Epoch 1698 | loss: 0.0311978 | val_loss: 0.0312107 | Time: 2370.95 ms [2021-10-10 16:24:48 main:574] : INFO : Epoch 1699 | loss: 0.0311959 | val_loss: 0.0312016 | Time: 2420.27 ms [2021-10-10 16:24:51 main:574] : INFO : Epoch 1700 | loss: 0.0311964 | val_loss: 0.0312071 | Time: 2425.33 ms [2021-10-10 16:24:53 main:574] : INFO : Epoch 1701 | loss: 0.0311956 | val_loss: 0.0312019 | Time: 2394.64 ms [2021-10-10 16:24:55 main:574] : INFO : Epoch 1702 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 2306.33 ms [2021-10-10 16:24:58 main:574] : INFO : Epoch 1703 | loss: 0.0311954 | val_loss: 0.0312021 | Time: 2497.96 ms [2021-10-10 16:25:00 main:574] : INFO : Epoch 1704 | loss: 0.0311967 | val_loss: 0.0312055 | Time: 2638.3 ms [2021-10-10 16:25:03 main:574] : INFO : Epoch 1705 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 2558.02 ms [2021-10-10 16:25:06 main:574] : INFO : Epoch 1706 | loss: 0.0311943 | val_loss: 0.0312087 | Time: 2565.69 ms [2021-10-10 16:25:08 main:574] : INFO : Epoch 1707 | loss: 0.0311959 | val_loss: 0.031204 | Time: 2517.35 ms [2021-10-10 16:25:11 main:574] : INFO : Epoch 1708 | loss: 0.0311969 | val_loss: 0.031204 | Time: 2471.46 ms [2021-10-10 16:25:14 main:574] : INFO : Epoch 1709 | loss: 0.0311986 | val_loss: 0.0312044 | Time: 2766.85 ms [2021-10-10 16:25:16 main:574] : INFO : Epoch 1710 | loss: 0.0311981 | val_loss: 0.0312007 | Time: 2434.24 ms [2021-10-10 16:25:19 main:574] : INFO : Epoch 1711 | loss: 0.0312 | val_loss: 0.0312087 | Time: 2432 ms [2021-10-10 16:25:22 main:574] : INFO : Epoch 1712 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 2594.84 ms [2021-10-10 16:25:24 main:574] : INFO : Epoch 1713 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 2577.55 ms [2021-10-10 16:25:27 main:574] : INFO : Epoch 1714 | loss: 0.0311994 | val_loss: 0.0312012 | Time: 2536.58 ms [2021-10-10 16:25:29 main:574] : INFO : Epoch 1715 | loss: 0.031198 | val_loss: 0.031205 | Time: 2514.76 ms [2021-10-10 16:25:32 main:574] : INFO : Epoch 1716 | loss: 0.0311994 | val_loss: 0.0312102 | Time: 2562.57 ms [2021-10-10 16:25:34 main:574] : INFO : Epoch 1717 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 2562.4 ms [2021-10-10 16:25:37 main:574] : INFO : Epoch 1718 | loss: 0.0311986 | val_loss: 0.0312105 | Time: 2533.95 ms [2021-10-10 16:25:39 main:574] : INFO : Epoch 1719 | loss: 0.0311964 | val_loss: 0.0312062 | Time: 2560.93 ms [2021-10-10 16:25:42 main:574] : INFO : Epoch 1720 | loss: 0.0311938 | val_loss: 0.0312013 | Time: 2646.7 ms [2021-10-10 16:25:45 main:574] : INFO : Epoch 1721 | loss: 0.0311965 | val_loss: 0.0312016 | Time: 2463.52 ms [2021-10-10 16:25:47 main:574] : INFO : Epoch 1722 | loss: 0.0311957 | val_loss: 0.0312033 | Time: 2495.33 ms [2021-10-10 16:25:50 main:574] : INFO : Epoch 1723 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 2597.69 ms [2021-10-10 16:25:52 main:574] : INFO : Epoch 1724 | loss: 0.0311948 | val_loss: 0.0312022 | Time: 2504.85 ms [2021-10-10 16:25:55 main:574] : INFO : Epoch 1725 | loss: 0.0311942 | val_loss: 0.0312042 | Time: 2424.56 ms [2021-10-10 16:25:57 main:574] : INFO : Epoch 1726 | loss: 0.0311945 | val_loss: 0.031204 | Time: 2651.09 ms [2021-10-10 16:26:00 main:574] : INFO : Epoch 1727 | loss: 0.0311953 | val_loss: 0.0312074 | Time: 2599.04 ms [2021-10-10 16:26:03 main:574] : INFO : Epoch 1728 | loss: 0.0311932 | val_loss: 0.0312023 | Time: 2802.71 ms [2021-10-10 16:26:05 main:574] : INFO : Epoch 1729 | loss: 0.031194 | val_loss: 0.0312061 | Time: 2553.2 ms [2021-10-10 16:26:08 main:574] : INFO : Epoch 1730 | loss: 0.0311937 | val_loss: 0.0312025 | Time: 2494.77 ms [2021-10-10 16:26:10 main:574] : INFO : Epoch 1731 | loss: 0.031193 | val_loss: 0.0312018 | Time: 2547.93 ms [2021-10-10 16:26:13 main:574] : INFO : Epoch 1732 | loss: 0.031194 | val_loss: 0.0312004 | Time: 2563.93 ms [2021-10-10 16:26:15 main:574] : INFO : Epoch 1733 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 2485.68 ms [2021-10-10 16:26:18 main:574] : INFO : Epoch 1734 | loss: 0.0311922 | val_loss: 0.0312034 | Time: 2396.28 ms [2021-10-10 16:26:20 main:574] : INFO : Epoch 1735 | loss: 0.0311927 | val_loss: 0.0312033 | Time: 2424.57 ms [2021-10-10 16:26:23 main:574] : INFO : Epoch 1736 | loss: 0.0311934 | val_loss: 0.0312106 | Time: 2410.12 ms [2021-10-10 16:26:25 main:574] : INFO : Epoch 1737 | loss: 0.0311947 | val_loss: 0.0312001 | Time: 2334.15 ms [2021-10-10 16:26:27 main:574] : INFO : Epoch 1738 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 2376 ms [2021-10-10 16:26:30 main:574] : INFO : Epoch 1739 | loss: 0.0311936 | val_loss: 0.0312031 | Time: 2728.2 ms [2021-10-10 16:26:32 main:574] : INFO : Epoch 1740 | loss: 0.0311936 | val_loss: 0.0311995 | Time: 2381.99 ms [2021-10-10 16:26:35 main:574] : INFO : Epoch 1741 | loss: 0.0311929 | val_loss: 0.0312013 | Time: 2387.73 ms [2021-10-10 16:26:37 main:574] : INFO : Epoch 1742 | loss: 0.0311926 | val_loss: 0.0312043 | Time: 2504.8 ms [2021-10-10 16:26:40 main:574] : INFO : Epoch 1743 | loss: 0.0311946 | val_loss: 0.031203 | Time: 2484.91 ms [2021-10-10 16:26:42 main:574] : INFO : Epoch 1744 | loss: 0.0311964 | val_loss: 0.031204 | Time: 2581.76 ms [2021-10-10 16:26:45 main:574] : INFO : Epoch 1745 | loss: 0.031195 | val_loss: 0.0312008 | Time: 2675.32 ms [2021-10-10 16:26:48 main:574] : INFO : Epoch 1746 | loss: 0.0311949 | val_loss: 0.0312107 | Time: 2572.82 ms [2021-10-10 16:26:50 main:574] : INFO : Epoch 1747 | loss: 0.0311931 | val_loss: 0.031209 | Time: 2663.3 ms [2021-10-10 16:26:53 main:574] : INFO : Epoch 1748 | loss: 0.0311916 | val_loss: 0.0312028 | Time: 2561.19 ms [2021-10-10 16:26:55 main:574] : INFO : Epoch 1749 | loss: 0.0311906 | val_loss: 0.0312012 | Time: 2395.82 ms [2021-10-10 16:26:58 main:574] : INFO : Epoch 1750 | loss: 0.0311955 | val_loss: 0.0312029 | Time: 2416.77 ms [2021-10-10 16:27:00 main:574] : INFO : Epoch 1751 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 2377.16 ms [2021-10-10 16:27:03 main:574] : INFO : Epoch 1752 | loss: 0.0311938 | val_loss: 0.0312051 | Time: 2390.21 ms [2021-10-10 16:27:05 main:574] : INFO : Epoch 1753 | loss: 0.0311926 | val_loss: 0.0312014 | Time: 2400.4 ms [2021-10-10 16:27:07 main:574] : INFO : Epoch 1754 | loss: 0.0311922 | val_loss: 0.0312028 | Time: 2365.02 ms [2021-10-10 16:27:10 main:574] : INFO : Epoch 1755 | loss: 0.0311915 | val_loss: 0.0312004 | Time: 2722.04 ms [2021-10-10 16:27:12 main:574] : INFO : Epoch 1756 | loss: 0.0311921 | val_loss: 0.0311995 | Time: 2354.87 ms [2021-10-10 16:27:15 main:574] : INFO : Epoch 1757 | loss: 0.0311916 | val_loss: 0.0312002 | Time: 2488.24 ms [2021-10-10 16:27:17 main:574] : INFO : Epoch 1758 | loss: 0.0311927 | val_loss: 0.0312039 | Time: 2379.33 ms [2021-10-10 16:27:20 main:574] : INFO : Epoch 1759 | loss: 0.0311917 | val_loss: 0.0312034 | Time: 2394.62 ms [2021-10-10 16:27:22 main:574] : INFO : Epoch 1760 | loss: 0.0311921 | val_loss: 0.0312014 | Time: 2342.06 ms [2021-10-10 16:27:24 main:574] : INFO : Epoch 1761 | loss: 0.0311927 | val_loss: 0.0312058 | Time: 2334.19 ms [2021-10-10 16:27:27 main:574] : INFO : Epoch 1762 | loss: 0.0311934 | val_loss: 0.0312082 | Time: 2394.46 ms [2021-10-10 16:27:29 main:574] : INFO : Epoch 1763 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 2467.01 ms [2021-10-10 16:27:32 main:574] : INFO : Epoch 1764 | loss: 0.0311932 | val_loss: 0.0312078 | Time: 2389.9 ms [2021-10-10 16:27:34 main:574] : INFO : Epoch 1765 | loss: 0.0311974 | val_loss: 0.0312106 | Time: 2405.17 ms [2021-10-10 16:27:37 main:574] : INFO : Epoch 1766 | loss: 0.0311949 | val_loss: 0.0312005 | Time: 2526.64 ms [2021-10-10 16:27:39 main:574] : INFO : Epoch 1767 | loss: 0.0311895 | val_loss: 0.0312014 | Time: 2472.6 ms [2021-10-10 16:27:42 main:574] : INFO : Epoch 1768 | loss: 0.0311935 | val_loss: 0.0312096 | Time: 2451.46 ms [2021-10-10 16:27:44 main:574] : INFO : Epoch 1769 | loss: 0.0311939 | val_loss: 0.0312038 | Time: 2560.07 ms [2021-10-10 16:27:47 main:574] : INFO : Epoch 1770 | loss: 0.0311935 | val_loss: 0.0312028 | Time: 2520.82 ms [2021-10-10 16:27:49 main:574] : INFO : Epoch 1771 | loss: 0.0311916 | val_loss: 0.0312004 | Time: 2513.54 ms [2021-10-10 16:27:52 main:574] : INFO : Epoch 1772 | loss: 0.0311902 | val_loss: 0.0312032 | Time: 2557.78 ms [2021-10-10 16:27:55 main:574] : INFO : Epoch 1773 | loss: 0.0311918 | val_loss: 0.0312033 | Time: 3009.34 ms [2021-10-10 16:27:57 main:574] : INFO : Epoch 1774 | loss: 0.0311915 | val_loss: 0.031203 | Time: 2515.96 ms [2021-10-10 16:28:00 main:574] : INFO : Epoch 1775 | loss: 0.0311898 | val_loss: 0.0312017 | Time: 2465.87 ms [2021-10-10 16:28:02 main:574] : INFO : Epoch 1776 | loss: 0.0311903 | val_loss: 0.0312025 | Time: 2354.14 ms [2021-10-10 16:28:04 main:574] : INFO : Epoch 1777 | loss: 0.0311897 | val_loss: 0.0312007 | Time: 2361.61 ms [2021-10-10 16:28:07 main:574] : INFO : Epoch 1778 | loss: 0.03119 | val_loss: 0.0312011 | Time: 2451.05 ms [2021-10-10 16:28:09 main:574] : INFO : Epoch 1779 | loss: 0.0311909 | val_loss: 0.0312064 | Time: 2428.83 ms [2021-10-10 16:28:12 main:574] : INFO : Epoch 1780 | loss: 0.031191 | val_loss: 0.0312023 | Time: 2414.75 ms [2021-10-10 16:28:14 main:574] : INFO : Epoch 1781 | loss: 0.0311921 | val_loss: 0.0312023 | Time: 2573.16 ms [2021-10-10 16:28:17 main:574] : INFO : Epoch 1782 | loss: 0.0311901 | val_loss: 0.0312011 | Time: 2679.6 ms [2021-10-10 16:28:20 main:574] : INFO : Epoch 1783 | loss: 0.0311921 | val_loss: 0.0312041 | Time: 2502.66 ms [2021-10-10 16:28:22 main:574] : INFO : Epoch 1784 | loss: 0.0311919 | val_loss: 0.0312033 | Time: 2401.49 ms [2021-10-10 16:28:24 main:574] : INFO : Epoch 1785 | loss: 0.0311912 | val_loss: 0.0312027 | Time: 2464.24 ms [2021-10-10 16:28:27 main:574] : INFO : Epoch 1786 | loss: 0.0311899 | val_loss: 0.0312007 | Time: 2373.48 ms [2021-10-10 16:28:29 main:574] : INFO : Epoch 1787 | loss: 0.0311896 | val_loss: 0.0312015 | Time: 2390.16 ms [2021-10-10 16:28:32 main:574] : INFO : Epoch 1788 | loss: 0.0311928 | val_loss: 0.0312031 | Time: 2403.85 ms [2021-10-10 16:28:34 main:574] : INFO : Epoch 1789 | loss: 0.0311909 | val_loss: 0.0312032 | Time: 2389.95 ms [2021-10-10 16:28:37 main:574] : INFO : Epoch 1790 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 2615.59 ms [2021-10-10 16:28:39 main:574] : INFO : Epoch 1791 | loss: 0.0311904 | val_loss: 0.0312031 | Time: 2444.62 ms [2021-10-10 16:28:41 main:574] : INFO : Epoch 1792 | loss: 0.0311881 | val_loss: 0.0312064 | Time: 2420.16 ms [2021-10-10 16:28:44 main:574] : INFO : Epoch 1793 | loss: 0.0311889 | val_loss: 0.0312039 | Time: 2404.15 ms [2021-10-10 16:28:46 main:574] : INFO : Epoch 1794 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 2453.51 ms [2021-10-10 16:28:49 main:574] : INFO : Epoch 1795 | loss: 0.0311966 | val_loss: 0.0312074 | Time: 2540.38 ms [2021-10-10 16:28:51 main:574] : INFO : Epoch 1796 | loss: 0.0311948 | val_loss: 0.0312047 | Time: 2492.07 ms [2021-10-10 16:28:54 main:574] : INFO : Epoch 1797 | loss: 0.0311903 | val_loss: 0.0312014 | Time: 2380.34 ms [2021-10-10 16:28:56 main:574] : INFO : Epoch 1798 | loss: 0.0311904 | val_loss: 0.0312015 | Time: 2499.18 ms [2021-10-10 16:28:59 main:574] : INFO : Epoch 1799 | loss: 0.0311908 | val_loss: 0.0312028 | Time: 2460.21 ms [2021-10-10 16:29:01 main:574] : INFO : Epoch 1800 | loss: 0.0311906 | val_loss: 0.031204 | Time: 2553.28 ms [2021-10-10 16:29:04 main:574] : INFO : Epoch 1801 | loss: 0.0311903 | val_loss: 0.0312069 | Time: 2447.38 ms [2021-10-10 16:29:07 main:574] : INFO : Epoch 1802 | loss: 0.0311904 | val_loss: 0.031202 | Time: 2761.5 ms [2021-10-10 16:29:09 main:574] : INFO : Epoch 1803 | loss: 0.0311909 | val_loss: 0.0312015 | Time: 2549.23 ms [2021-10-10 16:29:12 main:574] : INFO : Epoch 1804 | loss: 0.0311941 | val_loss: 0.0312055 | Time: 2508.37 ms [2021-10-10 16:29:14 main:574] : INFO : Epoch 1805 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 2594.44 ms [2021-10-10 16:29:17 main:574] : INFO : Epoch 1806 | loss: 0.0311926 | val_loss: 0.0312073 | Time: 2542.78 ms [2021-10-10 16:29:19 main:574] : INFO : Epoch 1807 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 2524.74 ms [2021-10-10 16:29:22 main:574] : INFO : Epoch 1808 | loss: 0.0311903 | val_loss: 0.0312061 | Time: 2581.45 ms [2021-10-10 16:29:24 main:574] : INFO : Epoch 1809 | loss: 0.0311929 | val_loss: 0.0312054 | Time: 2528.35 ms [2021-10-10 16:29:27 main:574] : INFO : Epoch 1810 | loss: 0.0311937 | val_loss: 0.0312032 | Time: 2464.27 ms [2021-10-10 16:29:29 main:574] : INFO : Epoch 1811 | loss: 0.0311933 | val_loss: 0.0312008 | Time: 2587.85 ms [2021-10-10 16:29:32 main:574] : INFO : Epoch 1812 | loss: 0.0311896 | val_loss: 0.0312051 | Time: 2664.85 ms [2021-10-10 16:29:35 main:574] : INFO : Epoch 1813 | loss: 0.031191 | val_loss: 0.0312027 | Time: 2537.31 ms [2021-10-10 16:29:37 main:574] : INFO : Epoch 1814 | loss: 0.0311911 | val_loss: 0.0312043 | Time: 2761.46 ms [2021-10-10 16:29:40 main:574] : INFO : Epoch 1815 | loss: 0.0311902 | val_loss: 0.0312037 | Time: 2765.9 ms [2021-10-10 16:29:43 main:574] : INFO : Epoch 1816 | loss: 0.0311905 | val_loss: 0.0312052 | Time: 2471.09 ms [2021-10-10 16:29:45 main:574] : INFO : Epoch 1817 | loss: 0.0311901 | val_loss: 0.0312057 | Time: 2536.85 ms [2021-10-10 16:29:48 main:574] : INFO : Epoch 1818 | loss: 0.03119 | val_loss: 0.0312072 | Time: 2449.65 ms [2021-10-10 16:29:50 main:574] : INFO : Epoch 1819 | loss: 0.0311925 | val_loss: 0.0312069 | Time: 2378.19 ms [2021-10-10 16:29:52 main:574] : INFO : Epoch 1820 | loss: 0.0311904 | val_loss: 0.0312044 | Time: 2383.87 ms [2021-10-10 16:29:55 main:574] : INFO : Epoch 1821 | loss: 0.0311884 | val_loss: 0.0312038 | Time: 2427.56 ms [2021-10-10 16:29:58 main:574] : INFO : Epoch 1822 | loss: 0.0311895 | val_loss: 0.0312029 | Time: 2677.49 ms [2021-10-10 16:30:00 main:574] : INFO : Epoch 1823 | loss: 0.0311908 | val_loss: 0.0312044 | Time: 2477.33 ms [2021-10-10 16:30:03 main:574] : INFO : Epoch 1824 | loss: 0.0311902 | val_loss: 0.0312053 | Time: 2411.46 ms [2021-10-10 16:30:05 main:574] : INFO : Epoch 1825 | loss: 0.0311909 | val_loss: 0.0312066 | Time: 2430.33 ms [2021-10-10 16:30:07 main:574] : INFO : Epoch 1826 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 2365.97 ms [2021-10-10 16:30:10 main:574] : INFO : Epoch 1827 | loss: 0.0311908 | val_loss: 0.0312029 | Time: 2422.77 ms [2021-10-10 16:30:12 main:574] : INFO : Epoch 1828 | loss: 0.0311874 | val_loss: 0.0312033 | Time: 2421.33 ms [2021-10-10 16:30:15 main:574] : INFO : Epoch 1829 | loss: 0.0311919 | val_loss: 0.0312145 | Time: 2362.35 ms [2021-10-10 16:30:17 main:574] : INFO : Epoch 1830 | loss: 0.0311908 | val_loss: 0.0312018 | Time: 2338.42 ms [2021-10-10 16:30:19 main:574] : INFO : Epoch 1831 | loss: 0.0311923 | val_loss: 0.0312053 | Time: 2448.29 ms [2021-10-10 16:30:22 main:574] : INFO : Epoch 1832 | loss: 0.031199 | val_loss: 0.0312034 | Time: 2383.97 ms [2021-10-10 16:30:24 main:574] : INFO : Epoch 1833 | loss: 0.0311978 | val_loss: 0.0312073 | Time: 2359.68 ms [2021-10-10 16:30:26 main:574] : INFO : Epoch 1834 | loss: 0.0311976 | val_loss: 0.031202 | Time: 2391.72 ms [2021-10-10 16:30:29 main:574] : INFO : Epoch 1835 | loss: 0.0311958 | val_loss: 0.0312036 | Time: 2444.26 ms [2021-10-10 16:30:31 main:574] : INFO : Epoch 1836 | loss: 0.031195 | val_loss: 0.0312014 | Time: 2409.22 ms [2021-10-10 16:30:34 main:574] : INFO : Epoch 1837 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 2685.01 ms [2021-10-10 16:30:36 main:574] : INFO : Epoch 1838 | loss: 0.0311933 | val_loss: 0.0312005 | Time: 2446.22 ms [2021-10-10 16:30:39 main:574] : INFO : Epoch 1839 | loss: 0.031194 | val_loss: 0.0312074 | Time: 2464.02 ms [2021-10-10 16:30:41 main:574] : INFO : Epoch 1840 | loss: 0.0311932 | val_loss: 0.0312071 | Time: 2350.2 ms [2021-10-10 16:30:44 main:574] : INFO : Epoch 1841 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 2389.34 ms [2021-10-10 16:30:46 main:574] : INFO : Epoch 1842 | loss: 0.031196 | val_loss: 0.0312014 | Time: 2553.12 ms [2021-10-10 16:30:49 main:574] : INFO : Epoch 1843 | loss: 0.0311912 | val_loss: 0.0312007 | Time: 2563.04 ms [2021-10-10 16:30:51 main:574] : INFO : Epoch 1844 | loss: 0.0311912 | val_loss: 0.0312009 | Time: 2591.94 ms [2021-10-10 16:30:54 main:574] : INFO : Epoch 1845 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 2592.35 ms [2021-10-10 16:30:57 main:574] : INFO : Epoch 1846 | loss: 0.031195 | val_loss: 0.0311988 | Time: 2516.5 ms [2021-10-10 16:30:59 main:574] : INFO : Epoch 1847 | loss: 0.0311909 | val_loss: 0.0311989 | Time: 2724.02 ms [2021-10-10 16:31:02 main:574] : INFO : Epoch 1848 | loss: 0.0311905 | val_loss: 0.0311987 | Time: 2933 ms [2021-10-10 16:31:05 main:574] : INFO : Epoch 1849 | loss: 0.0311916 | val_loss: 0.0311996 | Time: 2461.64 ms [2021-10-10 16:31:07 main:574] : INFO : Epoch 1850 | loss: 0.0311909 | val_loss: 0.0312027 | Time: 2480.41 ms [2021-10-10 16:31:10 main:574] : INFO : Epoch 1851 | loss: 0.0311928 | val_loss: 0.0311982 | Time: 2621.84 ms [2021-10-10 16:31:12 main:574] : INFO : Epoch 1852 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 2464.94 ms [2021-10-10 16:31:15 main:574] : INFO : Epoch 1853 | loss: 0.0311916 | val_loss: 0.0312024 | Time: 2503.09 ms [2021-10-10 16:31:17 main:574] : INFO : Epoch 1854 | loss: 0.0311897 | val_loss: 0.0311983 | Time: 2524.24 ms [2021-10-10 16:31:20 main:574] : INFO : Epoch 1855 | loss: 0.0311925 | val_loss: 0.0312008 | Time: 2533.99 ms [2021-10-10 16:31:22 main:574] : INFO : Epoch 1856 | loss: 0.0311896 | val_loss: 0.0311998 | Time: 2393.57 ms [2021-10-10 16:31:25 main:574] : INFO : Epoch 1857 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 2446.03 ms [2021-10-10 16:31:27 main:574] : INFO : Epoch 1858 | loss: 0.0311895 | val_loss: 0.0311997 | Time: 2436.56 ms [2021-10-10 16:31:30 main:574] : INFO : Epoch 1859 | loss: 0.0311893 | val_loss: 0.0312015 | Time: 2344.45 ms [2021-10-10 16:31:32 main:574] : INFO : Epoch 1860 | loss: 0.0311919 | val_loss: 0.0312027 | Time: 2329.43 ms [2021-10-10 16:31:34 main:574] : INFO : Epoch 1861 | loss: 0.0311931 | val_loss: 0.0312019 | Time: 2386.6 ms [2021-10-10 16:31:37 main:574] : INFO : Epoch 1862 | loss: 0.0311899 | val_loss: 0.0311987 | Time: 2674.61 ms [2021-10-10 16:31:39 main:574] : INFO : Epoch 1863 | loss: 0.0311913 | val_loss: 0.0312198 | Time: 2392.15 ms [2021-10-10 16:31:42 main:574] : INFO : Epoch 1864 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 2417.91 ms [2021-10-10 16:31:44 main:574] : INFO : Epoch 1865 | loss: 0.0311899 | val_loss: 0.0311987 | Time: 2478.44 ms [2021-10-10 16:31:47 main:574] : INFO : Epoch 1866 | loss: 0.0311936 | val_loss: 0.0312067 | Time: 2491.1 ms [2021-10-10 16:31:49 main:574] : INFO : Epoch 1867 | loss: 0.03119 | val_loss: 0.0312036 | Time: 2442.36 ms [2021-10-10 16:31:52 main:574] : INFO : Epoch 1868 | loss: 0.0311943 | val_loss: 0.0312018 | Time: 2485.5 ms [2021-10-10 16:31:54 main:574] : INFO : Epoch 1869 | loss: 0.0311904 | val_loss: 0.0312031 | Time: 2469 ms [2021-10-10 16:31:57 main:574] : INFO : Epoch 1870 | loss: 0.0311899 | val_loss: 0.0311989 | Time: 2432.29 ms [2021-10-10 16:31:59 main:574] : INFO : Epoch 1871 | loss: 0.0311898 | val_loss: 0.0312081 | Time: 2487.68 ms [2021-10-10 16:32:01 main:574] : INFO : Epoch 1872 | loss: 0.0311938 | val_loss: 0.0312027 | Time: 2429.48 ms [2021-10-10 16:32:04 main:574] : INFO : Epoch 1873 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 2678.89 ms [2021-10-10 16:32:07 main:574] : INFO : Epoch 1874 | loss: 0.0311941 | val_loss: 0.0312028 | Time: 2452.63 ms [2021-10-10 16:32:09 main:574] : INFO : Epoch 1875 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 2523.58 ms [2021-10-10 16:32:12 main:574] : INFO : Epoch 1876 | loss: 0.0311975 | val_loss: 0.0312021 | Time: 2379.7 ms [2021-10-10 16:32:14 main:574] : INFO : Epoch 1877 | loss: 0.0311936 | val_loss: 0.0312027 | Time: 2450.18 ms [2021-10-10 16:32:16 main:574] : INFO : Epoch 1878 | loss: 0.0311923 | val_loss: 0.0312025 | Time: 2466.96 ms [2021-10-10 16:32:19 main:574] : INFO : Epoch 1879 | loss: 0.0311934 | val_loss: 0.0312033 | Time: 2596.79 ms [2021-10-10 16:32:21 main:574] : INFO : Epoch 1880 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 2392.26 ms [2021-10-10 16:32:24 main:574] : INFO : Epoch 1881 | loss: 0.0311898 | val_loss: 0.0312013 | Time: 2379.37 ms [2021-10-10 16:32:26 main:574] : INFO : Epoch 1882 | loss: 0.0311916 | val_loss: 0.0312028 | Time: 2387.12 ms [2021-10-10 16:32:29 main:574] : INFO : Epoch 1883 | loss: 0.0311905 | val_loss: 0.0311998 | Time: 2426.83 ms [2021-10-10 16:32:31 main:574] : INFO : Epoch 1884 | loss: 0.0311893 | val_loss: 0.0311997 | Time: 2481.92 ms [2021-10-10 16:32:34 main:574] : INFO : Epoch 1885 | loss: 0.0311903 | val_loss: 0.0312027 | Time: 2426.91 ms [2021-10-10 16:32:36 main:574] : INFO : Epoch 1886 | loss: 0.0311915 | val_loss: 0.0312049 | Time: 2470.53 ms [2021-10-10 16:32:39 main:574] : INFO : Epoch 1887 | loss: 0.0311908 | val_loss: 0.031206 | Time: 2416.22 ms [2021-10-10 16:32:41 main:574] : INFO : Epoch 1888 | loss: 0.0311923 | val_loss: 0.031203 | Time: 2716.72 ms [2021-10-10 16:32:44 main:574] : INFO : Epoch 1889 | loss: 0.0311893 | val_loss: 0.0312048 | Time: 2437.38 ms [2021-10-10 16:32:46 main:574] : INFO : Epoch 1890 | loss: 0.0311919 | val_loss: 0.0311998 | Time: 2516.9 ms [2021-10-10 16:32:49 main:574] : INFO : Epoch 1891 | loss: 0.0311889 | val_loss: 0.0312 | Time: 2464.9 ms [2021-10-10 16:32:51 main:574] : INFO : Epoch 1892 | loss: 0.0311901 | val_loss: 0.0312017 | Time: 2519.98 ms [2021-10-10 16:32:54 main:574] : INFO : Epoch 1893 | loss: 0.0311934 | val_loss: 0.0312 | Time: 2474.94 ms [2021-10-10 16:32:56 main:574] : INFO : Epoch 1894 | loss: 0.0311962 | val_loss: 0.0312091 | Time: 2715.36 ms [2021-10-10 16:32:59 main:574] : INFO : Epoch 1895 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 2671.14 ms [2021-10-10 16:33:02 main:574] : INFO : Epoch 1896 | loss: 0.0311933 | val_loss: 0.0311996 | Time: 2468.74 ms [2021-10-10 16:33:04 main:574] : INFO : Epoch 1897 | loss: 0.0311909 | val_loss: 0.0312017 | Time: 2693.84 ms [2021-10-10 16:33:07 main:574] : INFO : Epoch 1898 | loss: 0.0311913 | val_loss: 0.0312149 | Time: 2614.65 ms [2021-10-10 16:33:09 main:574] : INFO : Epoch 1899 | loss: 0.0311929 | val_loss: 0.0312023 | Time: 2553.73 ms [2021-10-10 16:33:12 main:574] : INFO : Epoch 1900 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 2519.05 ms [2021-10-10 16:33:15 main:574] : INFO : Epoch 1901 | loss: 0.0311947 | val_loss: 0.0312027 | Time: 2541.27 ms [2021-10-10 16:33:17 main:574] : INFO : Epoch 1902 | loss: 0.0311996 | val_loss: 0.0312021 | Time: 2586.94 ms [2021-10-10 16:33:20 main:574] : INFO : Epoch 1903 | loss: 0.0311967 | val_loss: 0.0312037 | Time: 2886.75 ms [2021-10-10 16:33:23 main:574] : INFO : Epoch 1904 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 2766.45 ms [2021-10-10 16:33:26 main:574] : INFO : Epoch 1905 | loss: 0.0312093 | val_loss: 0.0312131 | Time: 3160.87 ms [2021-10-10 16:33:29 main:574] : INFO : Epoch 1906 | loss: 0.0312125 | val_loss: 0.0312109 | Time: 2747.1 ms [2021-10-10 16:33:32 main:574] : INFO : Epoch 1907 | loss: 0.0312096 | val_loss: 0.0312082 | Time: 2791.1 ms [2021-10-10 16:33:34 main:574] : INFO : Epoch 1908 | loss: 0.0312085 | val_loss: 0.0312126 | Time: 2721.93 ms [2021-10-10 16:33:37 main:574] : INFO : Epoch 1909 | loss: 0.0312098 | val_loss: 0.0312097 | Time: 2771.92 ms [2021-10-10 16:33:40 main:574] : INFO : Epoch 1910 | loss: 0.0312053 | val_loss: 0.0312057 | Time: 2855.28 ms [2021-10-10 16:33:42 main:574] : INFO : Epoch 1911 | loss: 0.0312045 | val_loss: 0.0312049 | Time: 2603.94 ms [2021-10-10 16:33:45 main:574] : INFO : Epoch 1912 | loss: 0.0312039 | val_loss: 0.0312058 | Time: 2632.84 ms [2021-10-10 16:33:48 main:574] : INFO : Epoch 1913 | loss: 0.0312033 | val_loss: 0.0312039 | Time: 2613.05 ms [2021-10-10 16:33:51 main:574] : INFO : Epoch 1914 | loss: 0.0312013 | val_loss: 0.0312036 | Time: 2779.91 ms [2021-10-10 16:33:53 main:574] : INFO : Epoch 1915 | loss: 0.031201 | val_loss: 0.0312065 | Time: 2718.8 ms [2021-10-10 16:33:56 main:574] : INFO : Epoch 1916 | loss: 0.0311992 | val_loss: 0.0312033 | Time: 2631.43 ms [2021-10-10 16:33:59 main:574] : INFO : Epoch 1917 | loss: 0.031205 | val_loss: 0.0312033 | Time: 2712.58 ms [2021-10-10 16:34:01 main:574] : INFO : Epoch 1918 | loss: 0.0312086 | val_loss: 0.0312087 | Time: 2736.42 ms [2021-10-10 16:34:04 main:574] : INFO : Epoch 1919 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 2504.86 ms [2021-10-10 16:34:07 main:574] : INFO : Epoch 1920 | loss: 0.0312055 | val_loss: 0.031201 | Time: 2584.63 ms [2021-10-10 16:34:09 main:574] : INFO : Epoch 1921 | loss: 0.0312025 | val_loss: 0.0312053 | Time: 2616.39 ms [2021-10-10 16:34:12 main:574] : INFO : Epoch 1922 | loss: 0.0312023 | val_loss: 0.031203 | Time: 2556.96 ms [2021-10-10 16:34:14 main:574] : INFO : Epoch 1923 | loss: 0.0312006 | val_loss: 0.0312007 | Time: 2558.61 ms [2021-10-10 16:34:17 main:574] : INFO : Epoch 1924 | loss: 0.0312022 | val_loss: 0.0312055 | Time: 2618.01 ms [2021-10-10 16:34:19 main:574] : INFO : Epoch 1925 | loss: 0.0312009 | val_loss: 0.0312079 | Time: 2547.3 ms [2021-10-10 16:34:22 main:574] : INFO : Epoch 1926 | loss: 0.0312033 | val_loss: 0.031205 | Time: 2535.97 ms [2021-10-10 16:34:25 main:574] : INFO : Epoch 1927 | loss: 0.0312011 | val_loss: 0.0312026 | Time: 2597.23 ms [2021-10-10 16:34:27 main:574] : INFO : Epoch 1928 | loss: 0.0312008 | val_loss: 0.0312048 | Time: 2553.59 ms [2021-10-10 16:34:30 main:574] : INFO : Epoch 1929 | loss: 0.0312018 | val_loss: 0.0312019 | Time: 2926.09 ms [2021-10-10 16:34:33 main:574] : INFO : Epoch 1930 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 2608.16 ms [2021-10-10 16:34:35 main:574] : INFO : Epoch 1931 | loss: 0.0311966 | val_loss: 0.0312035 | Time: 2568.89 ms [2021-10-10 16:34:38 main:574] : INFO : Epoch 1932 | loss: 0.031196 | val_loss: 0.0312013 | Time: 2526.53 ms [2021-10-10 16:34:40 main:574] : INFO : Epoch 1933 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 2578.88 ms [2021-10-10 16:34:43 main:574] : INFO : Epoch 1934 | loss: 0.0311966 | val_loss: 0.0312028 | Time: 2671.06 ms [2021-10-10 16:34:46 main:574] : INFO : Epoch 1935 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 2549.8 ms [2021-10-10 16:34:48 main:574] : INFO : Epoch 1936 | loss: 0.0311986 | val_loss: 0.0312036 | Time: 2623.42 ms [2021-10-10 16:34:51 main:574] : INFO : Epoch 1937 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 2582.42 ms [2021-10-10 16:34:53 main:574] : INFO : Epoch 1938 | loss: 0.0311979 | val_loss: 0.0312063 | Time: 2524.73 ms [2021-10-10 16:34:56 main:574] : INFO : Epoch 1939 | loss: 0.0312007 | val_loss: 0.0312015 | Time: 2664.03 ms [2021-10-10 16:34:59 main:574] : INFO : Epoch 1940 | loss: 0.0311966 | val_loss: 0.0312064 | Time: 2913.34 ms [2021-10-10 16:35:02 main:574] : INFO : Epoch 1941 | loss: 0.0311965 | val_loss: 0.0312016 | Time: 2556.31 ms [2021-10-10 16:35:04 main:574] : INFO : Epoch 1942 | loss: 0.0311963 | val_loss: 0.0312034 | Time: 2398.85 ms [2021-10-10 16:35:06 main:574] : INFO : Epoch 1943 | loss: 0.0311947 | val_loss: 0.0312041 | Time: 2400.9 ms [2021-10-10 16:35:09 main:574] : INFO : Epoch 1944 | loss: 0.0311935 | val_loss: 0.0312026 | Time: 2406.09 ms [2021-10-10 16:35:11 main:574] : INFO : Epoch 1945 | loss: 0.0311936 | val_loss: 0.0312007 | Time: 2528.52 ms [2021-10-10 16:35:14 main:574] : INFO : Epoch 1946 | loss: 0.0311947 | val_loss: 0.0312051 | Time: 2548.57 ms [2021-10-10 16:35:17 main:574] : INFO : Epoch 1947 | loss: 0.0311984 | val_loss: 0.0312018 | Time: 2539.81 ms [2021-10-10 16:35:19 main:574] : INFO : Epoch 1948 | loss: 0.0311987 | val_loss: 0.0312016 | Time: 2434.44 ms [2021-10-10 16:35:22 main:574] : INFO : Epoch 1949 | loss: 0.0311985 | val_loss: 0.0312012 | Time: 2547.02 ms [2021-10-10 16:35:24 main:574] : INFO : Epoch 1950 | loss: 0.0311966 | val_loss: 0.0312066 | Time: 2476.73 ms [2021-10-10 16:35:27 main:574] : INFO : Epoch 1951 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 2495.22 ms [2021-10-10 16:35:29 main:574] : INFO : Epoch 1952 | loss: 0.0311957 | val_loss: 0.0312143 | Time: 2635.76 ms [2021-10-10 16:35:32 main:574] : INFO : Epoch 1953 | loss: 0.0311988 | val_loss: 0.0312051 | Time: 2594.89 ms [2021-10-10 16:35:34 main:574] : INFO : Epoch 1954 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 2460.14 ms [2021-10-10 16:35:37 main:574] : INFO : Epoch 1955 | loss: 0.0311989 | val_loss: 0.0312061 | Time: 2490.57 ms [2021-10-10 16:35:39 main:574] : INFO : Epoch 1956 | loss: 0.0311965 | val_loss: 0.0312132 | Time: 2457.57 ms [2021-10-10 16:35:42 main:574] : INFO : Epoch 1957 | loss: 0.031198 | val_loss: 0.0312042 | Time: 2550.2 ms [2021-10-10 16:35:44 main:574] : INFO : Epoch 1958 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 2546.93 ms [2021-10-10 16:35:47 main:574] : INFO : Epoch 1959 | loss: 0.0311926 | val_loss: 0.0311992 | Time: 2492.78 ms [2021-10-10 16:35:49 main:574] : INFO : Epoch 1960 | loss: 0.0311915 | val_loss: 0.0312035 | Time: 2490.19 ms [2021-10-10 16:35:52 main:574] : INFO : Epoch 1961 | loss: 0.0311963 | val_loss: 0.0312018 | Time: 2480.99 ms [2021-10-10 16:35:54 main:574] : INFO : Epoch 1962 | loss: 0.0311986 | val_loss: 0.0312015 | Time: 2555.88 ms [2021-10-10 16:35:57 main:574] : INFO : Epoch 1963 | loss: 0.0311989 | val_loss: 0.0312194 | Time: 2748.31 ms [2021-10-10 16:36:00 main:574] : INFO : Epoch 1964 | loss: 0.0312022 | val_loss: 0.0312001 | Time: 2763.29 ms [2021-10-10 16:36:02 main:574] : INFO : Epoch 1965 | loss: 0.0311927 | val_loss: 0.0312026 | Time: 2540.18 ms [2021-10-10 16:36:05 main:574] : INFO : Epoch 1966 | loss: 0.0311933 | val_loss: 0.0312013 | Time: 2519.73 ms [2021-10-10 16:36:08 main:574] : INFO : Epoch 1967 | loss: 0.0311939 | val_loss: 0.031203 | Time: 2590.74 ms [2021-10-10 16:36:10 main:574] : INFO : Epoch 1968 | loss: 0.0311938 | val_loss: 0.031199 | Time: 2543.69 ms [2021-10-10 16:36:13 main:574] : INFO : Epoch 1969 | loss: 0.0311945 | val_loss: 0.0312062 | Time: 2542.98 ms [2021-10-10 16:36:15 main:574] : INFO : Epoch 1970 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 2487.27 ms [2021-10-10 16:36:18 main:574] : INFO : Epoch 1971 | loss: 0.0311903 | val_loss: 0.0311976 | Time: 2848.41 ms [2021-10-10 16:36:21 main:574] : INFO : Epoch 1972 | loss: 0.0311906 | val_loss: 0.031199 | Time: 2506.76 ms [2021-10-10 16:36:23 main:574] : INFO : Epoch 1973 | loss: 0.0311911 | val_loss: 0.0312009 | Time: 2433.76 ms [2021-10-10 16:36:25 main:574] : INFO : Epoch 1974 | loss: 0.0311912 | val_loss: 0.0311993 | Time: 2517.65 ms [2021-10-10 16:36:28 main:574] : INFO : Epoch 1975 | loss: 0.0311929 | val_loss: 0.0312015 | Time: 2480.88 ms [2021-10-10 16:36:31 main:574] : INFO : Epoch 1976 | loss: 0.0311991 | val_loss: 0.0312048 | Time: 2544.94 ms [2021-10-10 16:36:33 main:574] : INFO : Epoch 1977 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 2577.78 ms [2021-10-10 16:36:36 main:574] : INFO : Epoch 1978 | loss: 0.0312016 | val_loss: 0.0312011 | Time: 2533.02 ms [2021-10-10 16:36:38 main:574] : INFO : Epoch 1979 | loss: 0.0312003 | val_loss: 0.0312004 | Time: 2532.1 ms [2021-10-10 16:36:41 main:574] : INFO : Epoch 1980 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 2481.26 ms [2021-10-10 16:36:43 main:574] : INFO : Epoch 1981 | loss: 0.0311986 | val_loss: 0.031198 | Time: 2505.05 ms [2021-10-10 16:36:46 main:574] : INFO : Epoch 1982 | loss: 0.0311976 | val_loss: 0.0311991 | Time: 2665.35 ms [2021-10-10 16:36:48 main:574] : INFO : Epoch 1983 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 2608.88 ms [2021-10-10 16:36:51 main:574] : INFO : Epoch 1984 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 2577.33 ms [2021-10-10 16:36:54 main:574] : INFO : Epoch 1985 | loss: 0.0311957 | val_loss: 0.0312108 | Time: 2554.98 ms [2021-10-10 16:36:57 main:574] : INFO : Epoch 1986 | loss: 0.0311954 | val_loss: 0.0312 | Time: 2909.21 ms [2021-10-10 16:36:59 main:574] : INFO : Epoch 1987 | loss: 0.0311929 | val_loss: 0.0311983 | Time: 2561 ms [2021-10-10 16:37:02 main:574] : INFO : Epoch 1988 | loss: 0.0311915 | val_loss: 0.0312019 | Time: 2564.62 ms [2021-10-10 16:37:04 main:574] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0311979 | Time: 2563.16 ms [2021-10-10 16:37:07 main:574] : INFO : Epoch 1990 | loss: 0.0311904 | val_loss: 0.0311971 | Time: 2522.33 ms [2021-10-10 16:37:09 main:574] : INFO : Epoch 1991 | loss: 0.0311906 | val_loss: 0.0312031 | Time: 2540.03 ms [2021-10-10 16:37:12 main:574] : INFO : Epoch 1992 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 2707.07 ms [2021-10-10 16:37:15 main:574] : INFO : Epoch 1993 | loss: 0.0311962 | val_loss: 0.0312 | Time: 2648.74 ms [2021-10-10 16:37:17 main:574] : INFO : Epoch 1994 | loss: 0.0311961 | val_loss: 0.0312022 | Time: 2606.3 ms [2021-10-10 16:37:20 main:574] : INFO : Epoch 1995 | loss: 0.0311905 | val_loss: 0.0311999 | Time: 2747.45 ms [2021-10-10 16:37:23 main:574] : INFO : Epoch 1996 | loss: 0.0311896 | val_loss: 0.0311982 | Time: 2716.09 ms [2021-10-10 16:37:26 main:574] : INFO : Epoch 1997 | loss: 0.0311905 | val_loss: 0.0311963 | Time: 3134.49 ms [2021-10-10 16:37:29 main:574] : INFO : Epoch 1998 | loss: 0.0311903 | val_loss: 0.0311967 | Time: 2689.14 ms [2021-10-10 16:37:31 main:574] : INFO : Epoch 1999 | loss: 0.0311896 | val_loss: 0.0311995 | Time: 2651.39 ms [2021-10-10 16:37:34 main:574] : INFO : Epoch 2000 | loss: 0.0311922 | val_loss: 0.031198 | Time: 2642.22 ms [2021-10-10 16:37:37 main:574] : INFO : Epoch 2001 | loss: 0.0311911 | val_loss: 0.0311958 | Time: 2708.38 ms [2021-10-10 16:37:39 main:574] : INFO : Epoch 2002 | loss: 0.0311905 | val_loss: 0.0311958 | Time: 2651.82 ms [2021-10-10 16:37:42 main:574] : INFO : Epoch 2003 | loss: 0.0311911 | val_loss: 0.0312035 | Time: 2598.93 ms [2021-10-10 16:37:45 main:574] : INFO : Epoch 2004 | loss: 0.0311919 | val_loss: 0.0312015 | Time: 2721.59 ms [2021-10-10 16:37:47 main:574] : INFO : Epoch 2005 | loss: 0.031191 | val_loss: 0.0311954 | Time: 2787.08 ms [2021-10-10 16:37:50 main:574] : INFO : Epoch 2006 | loss: 0.0311924 | val_loss: 0.0311959 | Time: 2699.7 ms [2021-10-10 16:37:53 main:574] : INFO : Epoch 2007 | loss: 0.0311888 | val_loss: 0.0311968 | Time: 3037.79 ms [2021-10-10 16:37:56 main:574] : INFO : Epoch 2008 | loss: 0.0311894 | val_loss: 0.0311982 | Time: 2921.14 ms [2021-10-10 16:37:59 main:574] : INFO : Epoch 2009 | loss: 0.0311897 | val_loss: 0.031195 | Time: 2801.1 ms [2021-10-10 16:38:02 main:574] : INFO : Epoch 2010 | loss: 0.0311879 | val_loss: 0.0311975 | Time: 2922.38 ms [2021-10-10 16:38:04 main:574] : INFO : Epoch 2011 | loss: 0.031188 | val_loss: 0.0311956 | Time: 2616.19 ms [2021-10-10 16:38:07 main:574] : INFO : Epoch 2012 | loss: 0.0311886 | val_loss: 0.0311951 | Time: 2541.84 ms [2021-10-10 16:38:10 main:574] : INFO : Epoch 2013 | loss: 0.0311898 | val_loss: 0.0311995 | Time: 2605.83 ms [2021-10-10 16:38:12 main:574] : INFO : Epoch 2014 | loss: 0.0311897 | val_loss: 0.0311958 | Time: 2535.16 ms [2021-10-10 16:38:15 main:574] : INFO : Epoch 2015 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 2519.63 ms [2021-10-10 16:38:17 main:574] : INFO : Epoch 2016 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 2615.45 ms [2021-10-10 16:38:20 main:574] : INFO : Epoch 2017 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 2856.96 ms [2021-10-10 16:38:23 main:574] : INFO : Epoch 2018 | loss: 0.0311935 | val_loss: 0.0312038 | Time: 2727.78 ms [2021-10-10 16:38:26 main:574] : INFO : Epoch 2019 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 2688.13 ms [2021-10-10 16:38:29 main:574] : INFO : Epoch 2020 | loss: 0.0311934 | val_loss: 0.031197 | Time: 3217.49 ms [2021-10-10 16:38:31 main:574] : INFO : Epoch 2021 | loss: 0.0311918 | val_loss: 0.0312 | Time: 2567.67 ms [2021-10-10 16:38:34 main:574] : INFO : Epoch 2022 | loss: 0.031195 | val_loss: 0.0311975 | Time: 2623.31 ms [2021-10-10 16:38:37 main:574] : INFO : Epoch 2023 | loss: 0.0311925 | val_loss: 0.031196 | Time: 2664.11 ms [2021-10-10 16:38:39 main:574] : INFO : Epoch 2024 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 2662.61 ms [2021-10-10 16:38:42 main:574] : INFO : Epoch 2025 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 2734.48 ms [2021-10-10 16:38:45 main:574] : INFO : Epoch 2026 | loss: 0.0311916 | val_loss: 0.0311943 | Time: 2769.47 ms [2021-10-10 16:38:48 main:574] : INFO : Epoch 2027 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 2761.75 ms [2021-10-10 16:38:50 main:574] : INFO : Epoch 2028 | loss: 0.0311906 | val_loss: 0.0311957 | Time: 2686.81 ms [2021-10-10 16:38:53 main:574] : INFO : Epoch 2029 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 2670.71 ms [2021-10-10 16:38:56 main:574] : INFO : Epoch 2030 | loss: 0.0311979 | val_loss: 0.0312217 | Time: 2519.67 ms [2021-10-10 16:38:58 main:574] : INFO : Epoch 2031 | loss: 0.0311923 | val_loss: 0.0311959 | Time: 2545.08 ms [2021-10-10 16:39:01 main:574] : INFO : Epoch 2032 | loss: 0.0311899 | val_loss: 0.0312004 | Time: 2858.68 ms [2021-10-10 16:39:04 main:574] : INFO : Epoch 2033 | loss: 0.0311924 | val_loss: 0.0311986 | Time: 2583.18 ms [2021-10-10 16:39:06 main:574] : INFO : Epoch 2034 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 2538.2 ms [2021-10-10 16:39:09 main:574] : INFO : Epoch 2035 | loss: 0.0311897 | val_loss: 0.0311981 | Time: 2537.79 ms [2021-10-10 16:39:11 main:574] : INFO : Epoch 2036 | loss: 0.0311878 | val_loss: 0.0311987 | Time: 2593.39 ms [2021-10-10 16:39:14 main:574] : INFO : Epoch 2037 | loss: 0.03119 | val_loss: 0.0311972 | Time: 2532.3 ms [2021-10-10 16:39:16 main:574] : INFO : Epoch 2038 | loss: 0.0311874 | val_loss: 0.0311947 | Time: 2572.92 ms [2021-10-10 16:39:19 main:574] : INFO : Epoch 2039 | loss: 0.0311877 | val_loss: 0.0311954 | Time: 2518.01 ms [2021-10-10 16:39:22 main:574] : INFO : Epoch 2040 | loss: 0.0311859 | val_loss: 0.0311974 | Time: 2618.75 ms [2021-10-10 16:39:24 main:574] : INFO : Epoch 2041 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 2519.83 ms [2021-10-10 16:39:27 main:574] : INFO : Epoch 2042 | loss: 0.0311925 | val_loss: 0.0311984 | Time: 2584.58 ms [2021-10-10 16:39:29 main:574] : INFO : Epoch 2043 | loss: 0.031193 | val_loss: 0.0311992 | Time: 2557.6 ms [2021-10-10 16:39:32 main:574] : INFO : Epoch 2044 | loss: 0.0312072 | val_loss: 0.0312131 | Time: 2636.26 ms [2021-10-10 16:39:35 main:574] : INFO : Epoch 2045 | loss: 0.0312157 | val_loss: 0.0312248 | Time: 2987.84 ms [2021-10-10 16:39:38 main:574] : INFO : Epoch 2046 | loss: 0.031219 | val_loss: 0.0312152 | Time: 2738.88 ms [2021-10-10 16:39:40 main:574] : INFO : Epoch 2047 | loss: 0.0312151 | val_loss: 0.0312142 | Time: 2659.14 ms [2021-10-10 16:39:43 main:574] : INFO : Epoch 2048 | loss: 0.0312139 | val_loss: 0.0312114 | Time: 2899.66 ms [2021-10-10 16:39:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312114 [2021-10-10 16:39:43 main:603] : INFO : Saving end state to config to file [2021-10-10 16:39:43 main:608] : INFO : Success, exiting.. 16:39:43 (16852): 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)