Task 7858133
| Name | ParityModified-1631729687-27886-3_0 |
| Workunit | 5485744 |
| Created | 6 Oct 2021, 8:44:31 UTC |
| Sent | 14 Oct 2021, 4:58:42 UTC |
| Report deadline | 21 Oct 2021, 4:58:42 UTC |
| Received | 14 Oct 2021, 8:22:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 42 min 31 sec |
| CPU time | 1 hours 39 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 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: 0.0312019 | val_loss: 0.0312105 | Time: 2961.21 ms
[2021-10-14 08:08:52 main:574] : INFO : Epoch 1543 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 2915.33 ms
[2021-10-14 08:08:55 main:574] : INFO : Epoch 1544 | loss: 0.031202 | val_loss: 0.03121 | Time: 2885.02 ms
[2021-10-14 08:08:58 main:574] : INFO : Epoch 1545 | loss: 0.0312015 | val_loss: 0.0312049 | Time: 2988.52 ms
[2021-10-14 08:09:01 main:574] : INFO : Epoch 1546 | loss: 0.0312015 | val_loss: 0.0312098 | Time: 3022.57 ms
[2021-10-14 08:09:04 main:574] : INFO : Epoch 1547 | loss: 0.0312044 | val_loss: 0.031211 | Time: 2982.95 ms
[2021-10-14 08:09:07 main:574] : INFO : Epoch 1548 | loss: 0.0312042 | val_loss: 0.0312049 | Time: 2935.53 ms
[2021-10-14 08:09:10 main:574] : INFO : Epoch 1549 | loss: 0.0312005 | val_loss: 0.0312052 | Time: 2847.01 ms
[2021-10-14 08:09:12 main:574] : INFO : Epoch 1550 | loss: 0.0311982 | val_loss: 0.031205 | Time: 2909.01 ms
[2021-10-14 08:09:16 main:574] : INFO : Epoch 1551 | loss: 0.0311985 | val_loss: 0.0312057 | Time: 3001.67 ms
[2021-10-14 08:09:19 main:574] : INFO : Epoch 1552 | loss: 0.0311995 | val_loss: 0.0312067 | Time: 3000.33 ms
[2021-10-14 08:09:22 main:574] : INFO : Epoch 1553 | loss: 0.0312024 | val_loss: 0.0312047 | Time: 3042.81 ms
[2021-10-14 08:09:24 main:574] : INFO : Epoch 1554 | loss: 0.0312033 | val_loss: 0.0312084 | Time: 2884.54 ms
[2021-10-14 08:09:27 main:574] : INFO : Epoch 1555 | loss: 0.0312022 | val_loss: 0.0312107 | Time: 2849.77 ms
[2021-10-14 08:09:30 main:574] : INFO : Epoch 1556 | loss: 0.0312022 | val_loss: 0.031204 | Time: 2958.04 ms
[2021-10-14 08:09:33 main:574] : INFO : Epoch 1557 | loss: 0.0312007 | val_loss: 0.0312051 | Time: 2957.77 ms
[2021-10-14 08:09:36 main:574] : INFO : Epoch 1558 | loss: 0.0312009 | val_loss: 0.0312079 | Time: 2981.65 ms
[2021-10-14 08:09:39 main:574] : INFO : Epoch 1559 | loss: 0.031201 | val_loss: 0.0312073 | Time: 2948.09 ms
[2021-10-14 08:09:42 main:574] : INFO : Epoch 1560 | loss: 0.0312011 | val_loss: 0.031205 | Time: 2833.14 ms
[2021-10-14 08:09:45 main:574] : INFO : Epoch 1561 | loss: 0.0311999 | val_loss: 0.0312046 | Time: 2861.32 ms
[2021-10-14 08:09:48 main:574] : INFO : Epoch 1562 | loss: 0.0312003 | val_loss: 0.031206 | Time: 2945.53 ms
[2021-10-14 08:09:51 main:574] : INFO : Epoch 1563 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 2986.92 ms
[2021-10-14 08:09:54 main:574] : INFO : Epoch 1564 | loss: 0.0312019 | val_loss: 0.0312023 | Time: 3071.67 ms
[2021-10-14 08:09:57 main:574] : INFO : Epoch 1565 | loss: 0.0312003 | val_loss: 0.031202 | Time: 2997.39 ms
[2021-10-14 08:10:00 main:574] : INFO : Epoch 1566 | loss: 0.0311992 | val_loss: 0.031202 | Time: 2889.77 ms
[2021-10-14 08:10:03 main:574] : INFO : Epoch 1567 | loss: 0.0311999 | val_loss: 0.0312032 | Time: 2968.83 ms
[2021-10-14 08:10:06 main:574] : INFO : Epoch 1568 | loss: 0.0311985 | val_loss: 0.0312019 | Time: 2921.27 ms
[2021-10-14 08:10:09 main:574] : INFO : Epoch 1569 | loss: 0.0311997 | val_loss: 0.0312034 | Time: 2912.08 ms
[2021-10-14 08:10:12 main:574] : INFO : Epoch 1570 | loss: 0.0311991 | val_loss: 0.031202 | Time: 2943.69 ms
[2021-10-14 08:10:15 main:574] : INFO : Epoch 1571 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 2926.04 ms
[2021-10-14 08:10:18 main:574] : INFO : Epoch 1572 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 2858.2 ms
[2021-10-14 08:10:20 main:574] : INFO : Epoch 1573 | loss: 0.0311982 | val_loss: 0.0312033 | Time: 2957.55 ms
[2021-10-14 08:10:23 main:574] : INFO : Epoch 1574 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 2939.08 ms
[2021-10-14 08:10:26 main:574] : INFO : Epoch 1575 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 2914.94 ms
[2021-10-14 08:10:29 main:574] : INFO : Epoch 1576 | loss: 0.0312001 | val_loss: 0.0312045 | Time: 2953.15 ms
[2021-10-14 08:10:32 main:574] : INFO : Epoch 1577 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 2873.3 ms
[2021-10-14 08:10:35 main:574] : INFO : Epoch 1578 | loss: 0.0312005 | val_loss: 0.0312046 | Time: 2853.92 ms
[2021-10-14 08:10:38 main:574] : INFO : Epoch 1579 | loss: 0.0312006 | val_loss: 0.0312057 | Time: 3121.02 ms
[2021-10-14 08:10:41 main:574] : INFO : Epoch 1580 | loss: 0.0312007 | val_loss: 0.031205 | Time: 3013.15 ms
[2021-10-14 08:10:44 main:574] : INFO : Epoch 1581 | loss: 0.0312002 | val_loss: 0.0312046 | Time: 2991.82 ms
[2021-10-14 08:10:47 main:574] : INFO : Epoch 1582 | loss: 0.0312 | val_loss: 0.0312052 | Time: 2958.47 ms
[2021-10-14 08:10:50 main:574] : INFO : Epoch 1583 | loss: 0.0311995 | val_loss: 0.0312041 | Time: 2876.06 ms
[2021-10-14 08:10:53 main:574] : INFO : Epoch 1584 | loss: 0.0311999 | val_loss: 0.0312077 | Time: 2931.09 ms
[2021-10-14 08:10:56 main:574] : INFO : Epoch 1585 | loss: 0.0311996 | val_loss: 0.0312069 | Time: 3079.37 ms
[2021-10-14 08:10:59 main:574] : INFO : Epoch 1586 | loss: 0.0312008 | val_loss: 0.0312041 | Time: 2935.72 ms
[2021-10-14 08:11:02 main:574] : INFO : Epoch 1587 | loss: 0.0312012 | val_loss: 0.031204 | Time: 3080.07 ms
[2021-10-14 08:11:05 main:574] : INFO : Epoch 1588 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 2910.47 ms
[2021-10-14 08:11:08 main:574] : INFO : Epoch 1589 | loss: 0.0311976 | val_loss: 0.0312037 | Time: 2844.52 ms
[2021-10-14 08:11:11 main:574] : INFO : Epoch 1590 | loss: 0.0311978 | val_loss: 0.0312048 | Time: 2936.68 ms
[2021-10-14 08:11:14 main:574] : INFO : Epoch 1591 | loss: 0.0311981 | val_loss: 0.0312044 | Time: 2998.38 ms
[2021-10-14 08:11:17 main:574] : INFO : Epoch 1592 | loss: 0.0311978 | val_loss: 0.031205 | Time: 3059.39 ms
[2021-10-14 08:11:20 main:574] : INFO : Epoch 1593 | loss: 0.0311979 | val_loss: 0.0312045 | Time: 3009.54 ms
[2021-10-14 08:11:23 main:574] : INFO : Epoch 1594 | loss: 0.0311974 | val_loss: 0.0312103 | Time: 2906.15 ms
[2021-10-14 08:11:26 main:574] : INFO : Epoch 1595 | loss: 0.0311973 | val_loss: 0.0312044 | Time: 2981.07 ms
[2021-10-14 08:11:29 main:574] : INFO : Epoch 1596 | loss: 0.031198 | val_loss: 0.0312051 | Time: 3014.93 ms
[2021-10-14 08:11:32 main:574] : INFO : Epoch 1597 | loss: 0.0311994 | val_loss: 0.0312103 | Time: 2937.03 ms
[2021-10-14 08:11:35 main:574] : INFO : Epoch 1598 | loss: 0.0311993 | val_loss: 0.0312046 | Time: 2934.99 ms
[2021-10-14 08:11:38 main:574] : INFO : Epoch 1599 | loss: 0.0311974 | val_loss: 0.031204 | Time: 2855.91 ms
[2021-10-14 08:11:41 main:574] : INFO : Epoch 1600 | loss: 0.0311967 | val_loss: 0.0312058 | Time: 2851.14 ms
[2021-10-14 08:11:44 main:574] : INFO : Epoch 1601 | loss: 0.0311989 | val_loss: 0.0312103 | Time: 3003.38 ms
[2021-10-14 08:11:47 main:574] : INFO : Epoch 1602 | loss: 0.0311984 | val_loss: 0.0312035 | Time: 2992.26 ms
[2021-10-14 08:11:50 main:574] : INFO : Epoch 1603 | loss: 0.0311974 | val_loss: 0.0312054 | Time: 2982.56 ms
[2021-10-14 08:11:52 main:574] : INFO : Epoch 1604 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 2892.05 ms
[2021-10-14 08:11:55 main:574] : INFO : Epoch 1605 | loss: 0.031196 | val_loss: 0.0312044 | Time: 2841.29 ms
[2021-10-14 08:11:58 main:574] : INFO : Epoch 1606 | loss: 0.0311966 | val_loss: 0.0312052 | Time: 2869.02 ms
[2021-10-14 08:12:01 main:574] : INFO : Epoch 1607 | loss: 0.0311984 | val_loss: 0.0312058 | Time: 3113.63 ms
[2021-10-14 08:12:04 main:574] : INFO : Epoch 1608 | loss: 0.031199 | val_loss: 0.0312058 | Time: 2998.77 ms
[2021-10-14 08:12:07 main:574] : INFO : Epoch 1609 | loss: 0.0311989 | val_loss: 0.0312049 | Time: 3032.43 ms
[2021-10-14 08:12:10 main:574] : INFO : Epoch 1610 | loss: 0.0311992 | val_loss: 0.0312063 | Time: 2915.87 ms
[2021-10-14 08:12:13 main:574] : INFO : Epoch 1611 | loss: 0.0311975 | val_loss: 0.031205 | Time: 2964.17 ms
[2021-10-14 08:12:16 main:574] : INFO : Epoch 1612 | loss: 0.0311976 | val_loss: 0.0312046 | Time: 2964.44 ms
[2021-10-14 08:12:19 main:574] : INFO : Epoch 1613 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 3045.73 ms
[2021-10-14 08:12:22 main:574] : INFO : Epoch 1614 | loss: 0.031197 | val_loss: 0.0312042 | Time: 3127.36 ms
[2021-10-14 08:12:25 main:574] : INFO : Epoch 1615 | loss: 0.0311971 | val_loss: 0.0312049 | Time: 2881.95 ms
[2021-10-14 08:12:28 main:574] : INFO : Epoch 1616 | loss: 0.0311975 | val_loss: 0.031206 | Time: 2864.74 ms
[2021-10-14 08:12:31 main:574] : INFO : Epoch 1617 | loss: 0.031196 | val_loss: 0.0312037 | Time: 2956.62 ms
[2021-10-14 08:12:34 main:574] : INFO : Epoch 1618 | loss: 0.0311963 | val_loss: 0.031204 | Time: 2979.48 ms
[2021-10-14 08:12:37 main:574] : INFO : Epoch 1619 | loss: 0.031197 | val_loss: 0.0312156 | Time: 2992.51 ms
[2021-10-14 08:12:40 main:574] : INFO : Epoch 1620 | loss: 0.0312057 | val_loss: 0.031208 | Time: 2927.95 ms
[2021-10-14 08:12:43 main:574] : INFO : Epoch 1621 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 2848.25 ms
[2021-10-14 08:12:46 main:574] : INFO : Epoch 1622 | loss: 0.0311982 | val_loss: 0.031214 | Time: 2886.99 ms
[2021-10-14 08:12:49 main:574] : INFO : Epoch 1623 | loss: 0.0311999 | val_loss: 0.0312027 | Time: 3047.52 ms
[2021-10-14 08:12:52 main:574] : INFO : Epoch 1624 | loss: 0.0311959 | val_loss: 0.0312051 | Time: 3189.64 ms
[2021-10-14 08:12:55 main:574] : INFO : Epoch 1625 | loss: 0.0311967 | val_loss: 0.0312058 | Time: 2946.18 ms
[2021-10-14 08:12:58 main:574] : INFO : Epoch 1626 | loss: 0.0311964 | val_loss: 0.0312057 | Time: 2840.19 ms
[2021-10-14 08:13:01 main:574] : INFO : Epoch 1627 | loss: 0.0311961 | val_loss: 0.0312061 | Time: 3003.13 ms
[2021-10-14 08:13:04 main:574] : INFO : Epoch 1628 | loss: 0.0311955 | val_loss: 0.0312047 | Time: 2984.57 ms
[2021-10-14 08:13:07 main:574] : INFO : Epoch 1629 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 3099 ms
[2021-10-14 08:13:10 main:574] : INFO : Epoch 1630 | loss: 0.0311979 | val_loss: 0.0312076 | Time: 2953.93 ms
[2021-10-14 08:13:13 main:574] : INFO : Epoch 1631 | loss: 0.0311963 | val_loss: 0.0312048 | Time: 2844.32 ms
[2021-10-14 08:13:16 main:574] : INFO : Epoch 1632 | loss: 0.0311966 | val_loss: 0.0312047 | Time: 2833.88 ms
[2021-10-14 08:13:19 main:574] : INFO : Epoch 1633 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 3004.02 ms
[2021-10-14 08:13:22 main:574] : INFO : Epoch 1634 | loss: 0.0311986 | val_loss: 0.0312083 | Time: 2973.34 ms
[2021-10-14 08:13:25 main:574] : INFO : Epoch 1635 | loss: 0.0311962 | val_loss: 0.031205 | Time: 3093.63 ms
[2021-10-14 08:13:28 main:574] : INFO : Epoch 1636 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 3006.88 ms
[2021-10-14 08:13:31 main:574] : INFO : Epoch 1637 | loss: 0.0311955 | val_loss: 0.031203 | Time: 3145.13 ms
[2021-10-14 08:13:34 main:574] : INFO : Epoch 1638 | loss: 0.0311953 | val_loss: 0.031206 | Time: 3040.39 ms
[2021-10-14 08:13:37 main:574] : INFO : Epoch 1639 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 3011.99 ms
[2021-10-14 08:13:40 main:574] : INFO : Epoch 1640 | loss: 0.0311959 | val_loss: 0.0312053 | Time: 3083.32 ms
[2021-10-14 08:13:43 main:574] : INFO : Epoch 1641 | loss: 0.0311976 | val_loss: 0.0312051 | Time: 2927.94 ms
[2021-10-14 08:13:46 main:574] : INFO : Epoch 1642 | loss: 0.0311987 | val_loss: 0.0312039 | Time: 3019.64 ms
[2021-10-14 08:13:49 main:574] : INFO : Epoch 1643 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 3047.89 ms
[2021-10-14 08:13:52 main:574] : INFO : Epoch 1644 | loss: 0.0311969 | val_loss: 0.0312046 | Time: 3015.08 ms
[2021-10-14 08:13:55 main:574] : INFO : Epoch 1645 | loss: 0.0312003 | val_loss: 0.031214 | Time: 2914.72 ms
[2021-10-14 08:13:58 main:574] : INFO : Epoch 1646 | loss: 0.0311999 | val_loss: 0.0312034 | Time: 2874.78 ms
[2021-10-14 08:14:01 main:574] : INFO : Epoch 1647 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 2945.88 ms
[2021-10-14 08:14:04 main:574] : INFO : Epoch 1648 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 2952.23 ms
[2021-10-14 08:14:07 main:574] : INFO : Epoch 1649 | loss: 0.0311967 | val_loss: 0.0312045 | Time: 2950.03 ms
[2021-10-14 08:14:10 main:574] : INFO : Epoch 1650 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 2967.76 ms
[2021-10-14 08:14:13 main:574] : INFO : Epoch 1651 | loss: 0.0311974 | val_loss: 0.0312041 | Time: 2998.31 ms
[2021-10-14 08:14:16 main:574] : INFO : Epoch 1652 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 2895 ms
[2021-10-14 08:14:19 main:574] : INFO : Epoch 1653 | loss: 0.0311954 | val_loss: 0.0312048 | Time: 3035.36 ms
[2021-10-14 08:14:22 main:574] : INFO : Epoch 1654 | loss: 0.0311967 | val_loss: 0.0312035 | Time: 2974.19 ms
[2021-10-14 08:14:25 main:574] : INFO : Epoch 1655 | loss: 0.0311959 | val_loss: 0.0312054 | Time: 3025.07 ms
[2021-10-14 08:14:28 main:574] : INFO : Epoch 1656 | loss: 0.0311947 | val_loss: 0.0312071 | Time: 2938.63 ms
[2021-10-14 08:14:31 main:574] : INFO : Epoch 1657 | loss: 0.0311959 | val_loss: 0.0312045 | Time: 2926.35 ms
[2021-10-14 08:14:34 main:574] : INFO : Epoch 1658 | loss: 0.0311953 | val_loss: 0.0312065 | Time: 2952.32 ms
[2021-10-14 08:14:37 main:574] : INFO : Epoch 1659 | loss: 0.0311961 | val_loss: 0.031205 | Time: 2950.56 ms
[2021-10-14 08:14:40 main:574] : INFO : Epoch 1660 | loss: 0.0311944 | val_loss: 0.0312046 | Time: 2996.83 ms
[2021-10-14 08:14:43 main:574] : INFO : Epoch 1661 | loss: 0.0311974 | val_loss: 0.0312061 | Time: 3028.5 ms
[2021-10-14 08:14:46 main:574] : INFO : Epoch 1662 | loss: 0.031195 | val_loss: 0.031205 | Time: 2822.85 ms
[2021-10-14 08:14:48 main:574] : INFO : Epoch 1663 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 2866.21 ms
[2021-10-14 08:14:51 main:574] : INFO : Epoch 1664 | loss: 0.0312004 | val_loss: 0.0312074 | Time: 2990.82 ms
[2021-10-14 08:14:55 main:574] : INFO : Epoch 1665 | loss: 0.0311985 | val_loss: 0.0312065 | Time: 3079.53 ms
[2021-10-14 08:14:58 main:574] : INFO : Epoch 1666 | loss: 0.0312007 | val_loss: 0.031205 | Time: 2990.44 ms
[2021-10-14 08:15:01 main:574] : INFO : Epoch 1667 | loss: 0.0312006 | val_loss: 0.0312102 | Time: 2956.61 ms
[2021-10-14 08:15:03 main:574] : INFO : Epoch 1668 | loss: 0.0311986 | val_loss: 0.0312041 | Time: 2932.26 ms
[2021-10-14 08:15:07 main:574] : INFO : Epoch 1669 | loss: 0.031198 | val_loss: 0.0312068 | Time: 3014.79 ms
[2021-10-14 08:15:10 main:574] : INFO : Epoch 1670 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 3033.55 ms
[2021-10-14 08:15:13 main:574] : INFO : Epoch 1671 | loss: 0.031198 | val_loss: 0.0312068 | Time: 3218.18 ms
[2021-10-14 08:15:16 main:574] : INFO : Epoch 1672 | loss: 0.0311958 | val_loss: 0.0312049 | Time: 2865.71 ms
[2021-10-14 08:15:19 main:574] : INFO : Epoch 1673 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 2870.07 ms
[2021-10-14 08:15:21 main:574] : INFO : Epoch 1674 | loss: 0.0311957 | val_loss: 0.0312066 | Time: 2912.86 ms
[2021-10-14 08:15:24 main:574] : INFO : Epoch 1675 | loss: 0.0311966 | val_loss: 0.0312037 | Time: 2941.79 ms
[2021-10-14 08:15:27 main:574] : INFO : Epoch 1676 | loss: 0.0311988 | val_loss: 0.0312074 | Time: 2973.29 ms
[2021-10-14 08:15:30 main:574] : INFO : Epoch 1677 | loss: 0.0311985 | val_loss: 0.0312047 | Time: 2927.02 ms
[2021-10-14 08:15:33 main:574] : INFO : Epoch 1678 | loss: 0.0311993 | val_loss: 0.0312083 | Time: 2874.66 ms
[2021-10-14 08:15:36 main:574] : INFO : Epoch 1679 | loss: 0.031199 | val_loss: 0.0312052 | Time: 2903.2 ms
[2021-10-14 08:15:39 main:574] : INFO : Epoch 1680 | loss: 0.0311988 | val_loss: 0.031206 | Time: 2922.23 ms
[2021-10-14 08:15:42 main:574] : INFO : Epoch 1681 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 2954.43 ms
[2021-10-14 08:15:45 main:574] : INFO : Epoch 1682 | loss: 0.0311975 | val_loss: 0.0312074 | Time: 2940.95 ms
[2021-10-14 08:15:48 main:574] : INFO : Epoch 1683 | loss: 0.0311952 | val_loss: 0.0312055 | Time: 2964.3 ms
[2021-10-14 08:15:51 main:574] : INFO : Epoch 1684 | loss: 0.0311958 | val_loss: 0.0312053 | Time: 2856.18 ms
[2021-10-14 08:15:54 main:574] : INFO : Epoch 1685 | loss: 0.0311953 | val_loss: 0.0312045 | Time: 2946.09 ms
[2021-10-14 08:15:57 main:574] : INFO : Epoch 1686 | loss: 0.0311946 | val_loss: 0.0312051 | Time: 3020.22 ms
[2021-10-14 08:16:00 main:574] : INFO : Epoch 1687 | loss: 0.0311948 | val_loss: 0.0312072 | Time: 3015.6 ms
[2021-10-14 08:16:03 main:574] : INFO : Epoch 1688 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 2983.72 ms
[2021-10-14 08:16:06 main:574] : INFO : Epoch 1689 | loss: 0.0311954 | val_loss: 0.0312048 | Time: 2838.44 ms
[2021-10-14 08:16:09 main:574] : INFO : Epoch 1690 | loss: 0.0311944 | val_loss: 0.0312047 | Time: 2856.11 ms
[2021-10-14 08:16:12 main:574] : INFO : Epoch 1691 | loss: 0.0311941 | val_loss: 0.0312048 | Time: 3097.08 ms
[2021-10-14 08:16:15 main:574] : INFO : Epoch 1692 | loss: 0.0311939 | val_loss: 0.0312046 | Time: 3122.22 ms
[2021-10-14 08:16:18 main:574] : INFO : Epoch 1693 | loss: 0.0311944 | val_loss: 0.0312048 | Time: 3134.07 ms
[2021-10-14 08:16:21 main:574] : INFO : Epoch 1694 | loss: 0.0311939 | val_loss: 0.0312079 | Time: 2875.79 ms
[2021-10-14 08:16:24 main:574] : INFO : Epoch 1695 | loss: 0.0311936 | val_loss: 0.0312057 | Time: 2975.04 ms
[2021-10-14 08:16:27 main:574] : INFO : Epoch 1696 | loss: 0.031193 | val_loss: 0.0312052 | Time: 3040.78 ms
[2021-10-14 08:16:30 main:574] : INFO : Epoch 1697 | loss: 0.0311952 | val_loss: 0.0312074 | Time: 3004.66 ms
[2021-10-14 08:16:33 main:574] : INFO : Epoch 1698 | loss: 0.0311996 | val_loss: 0.0312106 | Time: 3099.84 ms
[2021-10-14 08:16:36 main:574] : INFO : Epoch 1699 | loss: 0.0311968 | val_loss: 0.0312047 | Time: 2929.1 ms
[2021-10-14 08:16:39 main:574] : INFO : Epoch 1700 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 2926.28 ms
[2021-10-14 08:16:42 main:574] : INFO : Epoch 1701 | loss: 0.0311951 | val_loss: 0.0312042 | Time: 3028.85 ms
[2021-10-14 08:16:45 main:574] : INFO : Epoch 1702 | loss: 0.0311953 | val_loss: 0.0312085 | Time: 2959.4 ms
[2021-10-14 08:16:48 main:574] : INFO : Epoch 1703 | loss: 0.0311965 | val_loss: 0.031209 | Time: 2982.33 ms
[2021-10-14 08:16:51 main:574] : INFO : Epoch 1704 | loss: 0.0311956 | val_loss: 0.0312058 | Time: 2856.07 ms
[2021-10-14 08:16:54 main:574] : INFO : Epoch 1705 | loss: 0.0311959 | val_loss: 0.0312046 | Time: 2894.09 ms
[2021-10-14 08:16:57 main:574] : INFO : Epoch 1706 | loss: 0.0311951 | val_loss: 0.0312076 | Time: 3035.83 ms
[2021-10-14 08:17:00 main:574] : INFO : Epoch 1707 | loss: 0.0311948 | val_loss: 0.0312079 | Time: 3060.98 ms
[2021-10-14 08:17:03 main:574] : INFO : Epoch 1708 | loss: 0.0311952 | val_loss: 0.0312073 | Time: 3180.02 ms
[2021-10-14 08:17:06 main:574] : INFO : Epoch 1709 | loss: 0.0311955 | val_loss: 0.0312054 | Time: 2881.34 ms
[2021-10-14 08:17:09 main:574] : INFO : Epoch 1710 | loss: 0.0311969 | val_loss: 0.0312053 | Time: 2841.06 ms
[2021-10-14 08:17:12 main:574] : INFO : Epoch 1711 | loss: 0.0311963 | val_loss: 0.0312047 | Time: 2972.91 ms
[2021-10-14 08:17:15 main:574] : INFO : Epoch 1712 | loss: 0.0311967 | val_loss: 0.0312061 | Time: 2971.99 ms
[2021-10-14 08:17:18 main:574] : INFO : Epoch 1713 | loss: 0.0311959 | val_loss: 0.0312039 | Time: 3242.99 ms
[2021-10-14 08:17:21 main:574] : INFO : Epoch 1714 | loss: 0.0311965 | val_loss: 0.0312047 | Time: 2887.75 ms
[2021-10-14 08:17:24 main:574] : INFO : Epoch 1715 | loss: 0.0311997 | val_loss: 0.0312072 | Time: 2965.64 ms
[2021-10-14 08:17:27 main:574] : INFO : Epoch 1716 | loss: 0.0311953 | val_loss: 0.0312075 | Time: 3008.39 ms
[2021-10-14 08:17:30 main:574] : INFO : Epoch 1717 | loss: 0.0311953 | val_loss: 0.0312084 | Time: 3060.59 ms
[2021-10-14 08:17:33 main:574] : INFO : Epoch 1718 | loss: 0.0311949 | val_loss: 0.0312054 | Time: 2985.77 ms
[2021-10-14 08:17:36 main:574] : INFO : Epoch 1719 | loss: 0.0311993 | val_loss: 0.0312123 | Time: 2849.57 ms
[2021-10-14 08:17:39 main:574] : INFO : Epoch 1720 | loss: 0.031211 | val_loss: 0.0312179 | Time: 2862.22 ms
[2021-10-14 08:17:42 main:574] : INFO : Epoch 1721 | loss: 0.0312127 | val_loss: 0.0312196 | Time: 2920.35 ms
[2021-10-14 08:17:45 main:574] : INFO : Epoch 1722 | loss: 0.0312108 | val_loss: 0.031217 | Time: 2896.36 ms
[2021-10-14 08:17:48 main:574] : INFO : Epoch 1723 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 3069.38 ms
[2021-10-14 08:17:51 main:574] : INFO : Epoch 1724 | loss: 0.0312082 | val_loss: 0.0312137 | Time: 3031.94 ms
[2021-10-14 08:17:54 main:574] : INFO : Epoch 1725 | loss: 0.0312063 | val_loss: 0.0312121 | Time: 2956.69 ms
[2021-10-14 08:17:57 main:574] : INFO : Epoch 1726 | loss: 0.0312086 | val_loss: 0.0312132 | Time: 2990.74 ms
[2021-10-14 08:18:00 main:574] : INFO : Epoch 1727 | loss: 0.0312116 | val_loss: 0.0312178 | Time: 3036.72 ms
[2021-10-14 08:18:03 main:574] : INFO : Epoch 1728 | loss: 0.0312121 | val_loss: 0.0312151 | Time: 2974.27 ms
[2021-10-14 08:18:06 main:574] : INFO : Epoch 1729 | loss: 0.0312095 | val_loss: 0.0312118 | Time: 2984.84 ms
[2021-10-14 08:18:08 main:574] : INFO : Epoch 1730 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 2845.85 ms
[2021-10-14 08:18:11 main:574] : INFO : Epoch 1731 | loss: 0.031208 | val_loss: 0.0312126 | Time: 2880.04 ms
[2021-10-14 08:18:14 main:574] : INFO : Epoch 1732 | loss: 0.0312098 | val_loss: 0.0312147 | Time: 2979.15 ms
[2021-10-14 08:18:17 main:574] : INFO : Epoch 1733 | loss: 0.031208 | val_loss: 0.031212 | Time: 2940.27 ms
[2021-10-14 08:18:20 main:574] : INFO : Epoch 1734 | loss: 0.0312076 | val_loss: 0.0312107 | Time: 2999.24 ms
[2021-10-14 08:18:23 main:574] : INFO : Epoch 1735 | loss: 0.0312076 | val_loss: 0.0312105 | Time: 2964.05 ms
[2021-10-14 08:18:26 main:574] : INFO : Epoch 1736 | loss: 0.031209 | val_loss: 0.0312101 | Time: 2832.51 ms
[2021-10-14 08:18:29 main:574] : INFO : Epoch 1737 | loss: 0.0312069 | val_loss: 0.0312132 | Time: 2870.13 ms
[2021-10-14 08:18:33 main:574] : INFO : Epoch 1738 | loss: 0.031208 | val_loss: 0.0312126 | Time: 4406.5 ms
[2021-10-14 08:18:37 main:574] : INFO : Epoch 1739 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 3764.99 ms
[2021-10-14 08:18:41 main:574] : INFO : Epoch 1740 | loss: 0.0312063 | val_loss: 0.0312118 | Time: 3917.51 ms
[2021-10-14 08:19:06 main:574] : INFO : Epoch 1741 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 24862.8 ms
[2021-10-14 08:19:09 main:574] : INFO : Epoch 1742 | loss: 0.0312048 | val_loss: 0.0312086 | Time: 2890.01 ms
[2021-10-14 08:19:12 main:574] : INFO : Epoch 1743 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 3015.05 ms
[2021-10-14 08:19:15 main:574] : INFO : Epoch 1744 | loss: 0.0312031 | val_loss: 0.0312086 | Time: 3014.64 ms
[2021-10-14 08:19:18 main:574] : INFO : Epoch 1745 | loss: 0.0312044 | val_loss: 0.0312079 | Time: 3081.43 ms
[2021-10-14 08:19:21 main:574] : INFO : Epoch 1746 | loss: 0.0312061 | val_loss: 0.0312111 | Time: 2956.5 ms
[2021-10-14 08:19:24 main:574] : INFO : Epoch 1747 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 2841.15 ms
[2021-10-14 08:19:27 main:574] : INFO : Epoch 1748 | loss: 0.0312072 | val_loss: 0.0312159 | Time: 2999.45 ms
[2021-10-14 08:19:30 main:574] : INFO : Epoch 1749 | loss: 0.0312057 | val_loss: 0.0312074 | Time: 2973.34 ms
[2021-10-14 08:19:33 main:574] : INFO : Epoch 1750 | loss: 0.0312041 | val_loss: 0.031209 | Time: 3038.32 ms
[2021-10-14 08:19:36 main:574] : INFO : Epoch 1751 | loss: 0.0312035 | val_loss: 0.0312079 | Time: 2936.29 ms
[2021-10-14 08:19:39 main:574] : INFO : Epoch 1752 | loss: 0.0312051 | val_loss: 0.0312066 | Time: 2902.63 ms
[2021-10-14 08:19:42 main:574] : INFO : Epoch 1753 | loss: 0.0312063 | val_loss: 0.0312104 | Time: 2897.12 ms
[2021-10-14 08:19:45 main:574] : INFO : Epoch 1754 | loss: 0.031203 | val_loss: 0.0312044 | Time: 3069.87 ms
[2021-10-14 08:19:48 main:574] : INFO : Epoch 1755 | loss: 0.0312021 | val_loss: 0.0312089 | Time: 2993.58 ms
[2021-10-14 08:19:51 main:574] : INFO : Epoch 1756 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 3006.93 ms
[2021-10-14 08:19:54 main:574] : INFO : Epoch 1757 | loss: 0.031201 | val_loss: 0.0312051 | Time: 2844.97 ms
[2021-10-14 08:19:57 main:574] : INFO : Epoch 1758 | loss: 0.0312012 | val_loss: 0.0312041 | Time: 2935.72 ms
[2021-10-14 08:20:00 main:574] : INFO : Epoch 1759 | loss: 0.0312001 | val_loss: 0.0312075 | Time: 2994.71 ms
[2021-10-14 08:20:03 main:574] : INFO : Epoch 1760 | loss: 0.031201 | val_loss: 0.0312051 | Time: 3014.71 ms
[2021-10-14 08:20:06 main:574] : INFO : Epoch 1761 | loss: 0.0312005 | val_loss: 0.031207 | Time: 3108.54 ms
[2021-10-14 08:20:09 main:574] : INFO : Epoch 1762 | loss: 0.0312007 | val_loss: 0.0312046 | Time: 2885.75 ms
[2021-10-14 08:20:12 main:574] : INFO : Epoch 1763 | loss: 0.0311995 | val_loss: 0.0312049 | Time: 2870.82 ms
[2021-10-14 08:20:15 main:574] : INFO : Epoch 1764 | loss: 0.0311989 | val_loss: 0.0312061 | Time: 2948.62 ms
[2021-10-14 08:20:17 main:574] : INFO : Epoch 1765 | loss: 0.0312 | val_loss: 0.0312057 | Time: 2933.09 ms
[2021-10-14 08:20:20 main:574] : INFO : Epoch 1766 | loss: 0.031201 | val_loss: 0.0312092 | Time: 2930.75 ms
[2021-10-14 08:20:23 main:574] : INFO : Epoch 1767 | loss: 0.0312001 | val_loss: 0.0312054 | Time: 2969.85 ms
[2021-10-14 08:20:26 main:574] : INFO : Epoch 1768 | loss: 0.0311988 | val_loss: 0.0312043 | Time: 2856.46 ms
[2021-10-14 08:20:29 main:574] : INFO : Epoch 1769 | loss: 0.0311986 | val_loss: 0.031205 | Time: 2900.88 ms
[2021-10-14 08:20:32 main:574] : INFO : Epoch 1770 | loss: 0.031199 | val_loss: 0.0312062 | Time: 3064.61 ms
[2021-10-14 08:20:35 main:574] : INFO : Epoch 1771 | loss: 0.0312008 | val_loss: 0.0312065 | Time: 2976.38 ms
[2021-10-14 08:20:38 main:574] : INFO : Epoch 1772 | loss: 0.0312002 | val_loss: 0.0312045 | Time: 3088.14 ms
[2021-10-14 08:20:41 main:574] : INFO : Epoch 1773 | loss: 0.0311995 | val_loss: 0.0312048 | Time: 2889.51 ms
[2021-10-14 08:20:44 main:574] : INFO : Epoch 1774 | loss: 0.0311992 | val_loss: 0.031207 | Time: 2931.55 ms
[2021-10-14 08:20:47 main:574] : INFO : Epoch 1775 | loss: 0.0312001 | val_loss: 0.0312041 | Time: 3000.75 ms
[2021-10-14 08:20:50 main:574] : INFO : Epoch 1776 | loss: 0.0311991 | val_loss: 0.0312048 | Time: 2995.07 ms
[2021-10-14 08:20:53 main:574] : INFO : Epoch 1777 | loss: 0.0311995 | val_loss: 0.0312052 | Time: 2995.17 ms
[2021-10-14 08:20:56 main:574] : INFO : Epoch 1778 | loss: 0.0311984 | val_loss: 0.0312045 | Time: 2871.25 ms
[2021-10-14 08:20:59 main:574] : INFO : Epoch 1779 | loss: 0.031199 | val_loss: 0.0312053 | Time: 2890.38 ms
[2021-10-14 08:21:02 main:574] : INFO : Epoch 1780 | loss: 0.0312007 | val_loss: 0.0312056 | Time: 2885.77 ms
[2021-10-14 08:21:05 main:574] : INFO : Epoch 1781 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 2965.76 ms
[2021-10-14 08:21:08 main:574] : INFO : Epoch 1782 | loss: 0.0312015 | val_loss: 0.0312103 | Time: 3039.51 ms
[2021-10-14 08:21:11 main:574] : INFO : Epoch 1783 | loss: 0.031199 | val_loss: 0.0312044 | Time: 3010.35 ms
[2021-10-14 08:21:14 main:574] : INFO : Epoch 1784 | loss: 0.0311981 | val_loss: 0.031204 | Time: 2863.11 ms
[2021-10-14 08:21:17 main:574] : INFO : Epoch 1785 | loss: 0.0311983 | val_loss: 0.031205 | Time: 2940.84 ms
[2021-10-14 08:21:20 main:574] : INFO : Epoch 1786 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2968.3 ms
[2021-10-14 08:21:23 main:574] : INFO : Epoch 1787 | loss: 0.0311976 | val_loss: 0.031206 | Time: 3053.13 ms
[2021-10-14 08:21:26 main:574] : INFO : Epoch 1788 | loss: 0.0311981 | val_loss: 0.0312107 | Time: 2925.64 ms
[2021-10-14 08:21:29 main:574] : INFO : Epoch 1789 | loss: 0.0311995 | val_loss: 0.031204 | Time: 2921.34 ms
[2021-10-14 08:21:32 main:574] : INFO : Epoch 1790 | loss: 0.0311979 | val_loss: 0.0312054 | Time: 2877.21 ms
[2021-10-14 08:21:35 main:574] : INFO : Epoch 1791 | loss: 0.0311987 | val_loss: 0.0312062 | Time: 2962.87 ms
[2021-10-14 08:21:37 main:574] : INFO : Epoch 1792 | loss: 0.0311985 | val_loss: 0.0312061 | Time: 2904.26 ms
[2021-10-14 08:21:40 main:574] : INFO : Epoch 1793 | loss: 0.0311993 | val_loss: 0.0312071 | Time: 2922.54 ms
[2021-10-14 08:21:43 main:574] : INFO : Epoch 1794 | loss: 0.0311981 | val_loss: 0.0312046 | Time: 2995.94 ms
[2021-10-14 08:21:46 main:574] : INFO : Epoch 1795 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 2884.67 ms
[2021-10-14 08:21:49 main:574] : INFO : Epoch 1796 | loss: 0.0311996 | val_loss: 0.0312089 | Time: 2895.2 ms
[2021-10-14 08:21:52 main:574] : INFO : Epoch 1797 | loss: 0.0312037 | val_loss: 0.031212 | Time: 2961.22 ms
[2021-10-14 08:21:55 main:574] : INFO : Epoch 1798 | loss: 0.0312025 | val_loss: 0.0312074 | Time: 3129.32 ms
[2021-10-14 08:21:58 main:574] : INFO : Epoch 1799 | loss: 0.0311972 | val_loss: 0.0312075 | Time: 3078.86 ms
[2021-10-14 08:22:01 main:574] : INFO : Epoch 1800 | loss: 0.0311958 | val_loss: 0.0312035 | Time: 2921.68 ms
[2021-10-14 08:22:04 main:574] : INFO : Epoch 1801 | loss: 0.0311965 | val_loss: 0.0312045 | Time: 3031.65 ms
[2021-10-14 08:22:07 main:574] : INFO : Epoch 1802 | loss: 0.0311974 | val_loss: 0.0312044 | Time: 3015.43 ms
[2021-10-14 08:22:11 main:574] : INFO : Epoch 1803 | loss: 0.0311961 | val_loss: 0.0312036 | Time: 3046.53 ms
[2021-10-14 08:22:14 main:574] : INFO : Epoch 1804 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 3000.67 ms
[2021-10-14 08:22:16 main:574] : INFO : Epoch 1805 | loss: 0.031196 | val_loss: 0.0312051 | Time: 2886.68 ms
[2021-10-14 08:22:19 main:574] : INFO : Epoch 1806 | loss: 0.0311959 | val_loss: 0.0312037 | Time: 2895.07 ms
[2021-10-14 08:22:22 main:574] : INFO : Epoch 1807 | loss: 0.0311957 | val_loss: 0.0312087 | Time: 2913.6 ms
[2021-10-14 08:22:25 main:574] : INFO : Epoch 1808 | loss: 0.0311994 | val_loss: 0.0312034 | Time: 2922.77 ms
[2021-10-14 08:22:28 main:574] : INFO : Epoch 1809 | loss: 0.0311976 | val_loss: 0.0312041 | Time: 3009.44 ms
[2021-10-14 08:22:31 main:574] : INFO : Epoch 1810 | loss: 0.0311973 | val_loss: 0.0312076 | Time: 2965.02 ms
[2021-10-14 08:22:34 main:574] : INFO : Epoch 1811 | loss: 0.0311967 | val_loss: 0.0312057 | Time: 2853.95 ms
[2021-10-14 08:22:37 main:574] : INFO : Epoch 1812 | loss: 0.0311956 | val_loss: 0.0312056 | Time: 2888.94 ms
[2021-10-14 08:22:40 main:574] : INFO : Epoch 1813 | loss: 0.0311963 | val_loss: 0.0312038 | Time: 2990.37 ms
[2021-10-14 08:22:43 main:574] : INFO : Epoch 1814 | loss: 0.0311969 | val_loss: 0.0312163 | Time: 2970.81 ms
[2021-10-14 08:22:46 main:574] : INFO : Epoch 1815 | loss: 0.0312041 | val_loss: 0.0312058 | Time: 2978.34 ms
[2021-10-14 08:22:49 main:574] : INFO : Epoch 1816 | loss: 0.0311979 | val_loss: 0.0312089 | Time: 2910.06 ms
[2021-10-14 08:22:52 main:574] : INFO : Epoch 1817 | loss: 0.031198 | val_loss: 0.0312075 | Time: 2887.23 ms
[2021-10-14 08:22:55 main:574] : INFO : Epoch 1818 | loss: 0.0311993 | val_loss: 0.0312104 | Time: 2966.52 ms
[2021-10-14 08:22:58 main:574] : INFO : Epoch 1819 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 3000.75 ms
[2021-10-14 08:23:01 main:574] : INFO : Epoch 1820 | loss: 0.0311974 | val_loss: 0.0312085 | Time: 2944.43 ms
[2021-10-14 08:23:04 main:574] : INFO : Epoch 1821 | loss: 0.0311992 | val_loss: 0.0312035 | Time: 2991.56 ms
[2021-10-14 08:23:07 main:574] : INFO : Epoch 1822 | loss: 0.0312011 | val_loss: 0.0312042 | Time: 2919.09 ms
[2021-10-14 08:23:09 main:574] : INFO : Epoch 1823 | loss: 0.0311966 | val_loss: 0.0312035 | Time: 2841.82 ms
[2021-10-14 08:23:12 main:574] : INFO : Epoch 1824 | loss: 0.0311961 | val_loss: 0.0312027 | Time: 3022.11 ms
[2021-10-14 08:23:15 main:574] : INFO : Epoch 1825 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 2975.95 ms
[2021-10-14 08:23:19 main:574] : INFO : Epoch 1826 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 3113.38 ms
[2021-10-14 08:23:22 main:574] : INFO : Epoch 1827 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 2913.21 ms
[2021-10-14 08:23:24 main:574] : INFO : Epoch 1828 | loss: 0.0311946 | val_loss: 0.0312045 | Time: 2876.1 ms
[2021-10-14 08:23:28 main:574] : INFO : Epoch 1829 | loss: 0.0311974 | val_loss: 0.0312056 | Time: 3209.34 ms
[2021-10-14 08:23:31 main:574] : INFO : Epoch 1830 | loss: 0.0311961 | val_loss: 0.0312042 | Time: 3078.34 ms
[2021-10-14 08:23:34 main:574] : INFO : Epoch 1831 | loss: 0.0311957 | val_loss: 0.0312037 | Time: 3015.54 ms
[2021-10-14 08:23:37 main:574] : INFO : Epoch 1832 | loss: 0.0311951 | val_loss: 0.0312023 | Time: 2897.86 ms
[2021-10-14 08:23:40 main:574] : INFO : Epoch 1833 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 2888.05 ms
[2021-10-14 08:23:43 main:574] : INFO : Epoch 1834 | loss: 0.0311963 | val_loss: 0.0312042 | Time: 3006.49 ms
[2021-10-14 08:23:46 main:574] : INFO : Epoch 1835 | loss: 0.0311954 | val_loss: 0.0312042 | Time: 3001.8 ms
[2021-10-14 08:23:49 main:574] : INFO : Epoch 1836 | loss: 0.0311951 | val_loss: 0.0312039 | Time: 2924.25 ms
[2021-10-14 08:23:51 main:574] : INFO : Epoch 1837 | loss: 0.031195 | val_loss: 0.0312024 | Time: 2919.2 ms
[2021-10-14 08:23:54 main:574] : INFO : Epoch 1838 | loss: 0.0311955 | val_loss: 0.031204 | Time: 2882.87 ms
[2021-10-14 08:23:57 main:574] : INFO : Epoch 1839 | loss: 0.0311955 | val_loss: 0.0312034 | Time: 3014.58 ms
[2021-10-14 08:24:00 main:574] : INFO : Epoch 1840 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 2994.22 ms
[2021-10-14 08:24:03 main:574] : INFO : Epoch 1841 | loss: 0.0311946 | val_loss: 0.0312033 | Time: 2927.22 ms
[2021-10-14 08:24:06 main:574] : INFO : Epoch 1842 | loss: 0.0311952 | val_loss: 0.0312048 | Time: 2991.24 ms
[2021-10-14 08:24:09 main:574] : INFO : Epoch 1843 | loss: 0.0311999 | val_loss: 0.0312047 | Time: 2880.29 ms
[2021-10-14 08:24:12 main:574] : INFO : Epoch 1844 | loss: 0.0312008 | val_loss: 0.0312115 | Time: 2814.25 ms
[2021-10-14 08:24:15 main:574] : INFO : Epoch 1845 | loss: 0.0311991 | val_loss: 0.0312084 | Time: 2965.42 ms
[2021-10-14 08:24:18 main:574] : INFO : Epoch 1846 | loss: 0.0311976 | val_loss: 0.0312063 | Time: 3057.15 ms
[2021-10-14 08:24:21 main:574] : INFO : Epoch 1847 | loss: 0.031196 | val_loss: 0.0312031 | Time: 3057.58 ms
[2021-10-14 08:24:24 main:574] : INFO : Epoch 1848 | loss: 0.0311966 | val_loss: 0.0312082 | Time: 2867.79 ms
[2021-10-14 08:24:27 main:574] : INFO : Epoch 1849 | loss: 0.0311981 | val_loss: 0.031209 | Time: 2880.84 ms
[2021-10-14 08:24:30 main:574] : INFO : Epoch 1850 | loss: 0.0311963 | val_loss: 0.0312019 | Time: 2938.43 ms
[2021-10-14 08:24:33 main:574] : INFO : Epoch 1851 | loss: 0.031196 | val_loss: 0.0312042 | Time: 3125.9 ms
[2021-10-14 08:24:36 main:574] : INFO : Epoch 1852 | loss: 0.0312006 | val_loss: 0.031205 | Time: 2968.47 ms
[2021-10-14 08:24:39 main:574] : INFO : Epoch 1853 | loss: 0.0311984 | val_loss: 0.0312111 | Time: 2936.76 ms
[2021-10-14 08:24:42 main:574] : INFO : Epoch 1854 | loss: 0.031199 | val_loss: 0.0312026 | Time: 2906.07 ms
[2021-10-14 08:24:45 main:574] : INFO : Epoch 1855 | loss: 0.0311959 | val_loss: 0.0312019 | Time: 2943.17 ms
[2021-10-14 08:24:48 main:574] : INFO : Epoch 1856 | loss: 0.0311946 | val_loss: 0.0312028 | Time: 3090.07 ms
[2021-10-14 08:24:51 main:574] : INFO : Epoch 1857 | loss: 0.0311945 | val_loss: 0.0312023 | Time: 3035.34 ms
[2021-10-14 08:24:54 main:574] : INFO : Epoch 1858 | loss: 0.0311946 | val_loss: 0.0312033 | Time: 2966.23 ms
[2021-10-14 08:24:57 main:574] : INFO : Epoch 1859 | loss: 0.0311946 | val_loss: 0.0312025 | Time: 2914.44 ms
[2021-10-14 08:25:00 main:574] : INFO : Epoch 1860 | loss: 0.0311938 | val_loss: 0.0312044 | Time: 2946.27 ms
[2021-10-14 08:25:03 main:574] : INFO : Epoch 1861 | loss: 0.031195 | val_loss: 0.0312029 | Time: 2990.42 ms
[2021-10-14 08:25:06 main:574] : INFO : Epoch 1862 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 2961.88 ms
[2021-10-14 08:25:09 main:574] : INFO : Epoch 1863 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 2949.61 ms
[2021-10-14 08:25:12 main:574] : INFO : Epoch 1864 | loss: 0.031194 | val_loss: 0.0312011 | Time: 2826.8 ms
[2021-10-14 08:25:15 main:574] : INFO : Epoch 1865 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 2854.19 ms
[2021-10-14 08:25:17 main:574] : INFO : Epoch 1866 | loss: 0.031196 | val_loss: 0.0312022 | Time: 2908.26 ms
[2021-10-14 08:25:20 main:574] : INFO : Epoch 1867 | loss: 0.0311948 | val_loss: 0.031202 | Time: 2992.17 ms
[2021-10-14 08:25:23 main:574] : INFO : Epoch 1868 | loss: 0.0311946 | val_loss: 0.031205 | Time: 2973.05 ms
[2021-10-14 08:25:26 main:574] : INFO : Epoch 1869 | loss: 0.0311955 | val_loss: 0.0312026 | Time: 2965.38 ms
[2021-10-14 08:25:29 main:574] : INFO : Epoch 1870 | loss: 0.0311957 | val_loss: 0.0312015 | Time: 2840.69 ms
[2021-10-14 08:25:32 main:574] : INFO : Epoch 1871 | loss: 0.031194 | val_loss: 0.031203 | Time: 2853.41 ms
[2021-10-14 08:25:35 main:574] : INFO : Epoch 1872 | loss: 0.0311944 | val_loss: 0.0312028 | Time: 2935.27 ms
[2021-10-14 08:25:38 main:574] : INFO : Epoch 1873 | loss: 0.0311947 | val_loss: 0.0312065 | Time: 2992.45 ms
[2021-10-14 08:25:41 main:574] : INFO : Epoch 1874 | loss: 0.0311948 | val_loss: 0.0312013 | Time: 2988.12 ms
[2021-10-14 08:25:44 main:574] : INFO : Epoch 1875 | loss: 0.0311946 | val_loss: 0.0312088 | Time: 2941.75 ms
[2021-10-14 08:25:47 main:574] : INFO : Epoch 1876 | loss: 0.0311958 | val_loss: 0.0312018 | Time: 2915.96 ms
[2021-10-14 08:25:50 main:574] : INFO : Epoch 1877 | loss: 0.0311937 | val_loss: 0.0312049 | Time: 3000.33 ms
[2021-10-14 08:25:53 main:574] : INFO : Epoch 1878 | loss: 0.0311947 | val_loss: 0.0312049 | Time: 2946.77 ms
[2021-10-14 08:25:56 main:574] : INFO : Epoch 1879 | loss: 0.0311936 | val_loss: 0.0312025 | Time: 2961.91 ms
[2021-10-14 08:25:59 main:574] : INFO : Epoch 1880 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 2982.34 ms
[2021-10-14 08:26:02 main:574] : INFO : Epoch 1881 | loss: 0.0311975 | val_loss: 0.0312089 | Time: 2859.73 ms
[2021-10-14 08:26:05 main:574] : INFO : Epoch 1882 | loss: 0.0312019 | val_loss: 0.0312082 | Time: 2891.89 ms
[2021-10-14 08:26:08 main:574] : INFO : Epoch 1883 | loss: 0.0312262 | val_loss: 0.03146 | Time: 3014.97 ms
[2021-10-14 08:26:11 main:574] : INFO : Epoch 1884 | loss: 0.0358346 | val_loss: 0.0333966 | Time: 3062.96 ms
[2021-10-14 08:26:14 main:574] : INFO : Epoch 1885 | loss: 0.0336095 | val_loss: 0.0317363 | Time: 3014.99 ms
[2021-10-14 08:26:17 main:574] : INFO : Epoch 1886 | loss: 0.0315171 | val_loss: 0.031307 | Time: 3026.67 ms
[2021-10-14 08:26:20 main:574] : INFO : Epoch 1887 | loss: 0.0312937 | val_loss: 0.0312645 | Time: 2895.66 ms
[2021-10-14 08:26:23 main:574] : INFO : Epoch 1888 | loss: 0.0312576 | val_loss: 0.0312518 | Time: 3108.68 ms
[2021-10-14 08:26:26 main:574] : INFO : Epoch 1889 | loss: 0.0312473 | val_loss: 0.0312445 | Time: 2995.33 ms
[2021-10-14 08:26:29 main:574] : INFO : Epoch 1890 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 2976.97 ms
[2021-10-14 08:26:32 main:574] : INFO : Epoch 1891 | loss: 0.0312384 | val_loss: 0.0312365 | Time: 2843.27 ms
[2021-10-14 08:26:35 main:574] : INFO : Epoch 1892 | loss: 0.0312347 | val_loss: 0.0312331 | Time: 2867.46 ms
[2021-10-14 08:26:38 main:574] : INFO : Epoch 1893 | loss: 0.0312306 | val_loss: 0.0312287 | Time: 2887.27 ms
[2021-10-14 08:26:41 main:574] : INFO : Epoch 1894 | loss: 0.031226 | val_loss: 0.0312243 | Time: 2956.41 ms
[2021-10-14 08:26:44 main:574] : INFO : Epoch 1895 | loss: 0.0312215 | val_loss: 0.0312201 | Time: 2978.38 ms
[2021-10-14 08:26:47 main:574] : INFO : Epoch 1896 | loss: 0.0312174 | val_loss: 0.0312163 | Time: 3008.7 ms
[2021-10-14 08:26:49 main:574] : INFO : Epoch 1897 | loss: 0.0312135 | val_loss: 0.0312144 | Time: 2870.02 ms
[2021-10-14 08:26:52 main:574] : INFO : Epoch 1898 | loss: 0.0312114 | val_loss: 0.0312125 | Time: 2942.9 ms
[2021-10-14 08:26:55 main:574] : INFO : Epoch 1899 | loss: 0.0312077 | val_loss: 0.0312083 | Time: 2962.15 ms
[2021-10-14 08:26:58 main:574] : INFO : Epoch 1900 | loss: 0.0312076 | val_loss: 0.0312089 | Time: 2916.23 ms
[2021-10-14 08:27:01 main:574] : INFO : Epoch 1901 | loss: 0.0312091 | val_loss: 0.031207 | Time: 3034.32 ms
[2021-10-14 08:27:04 main:574] : INFO : Epoch 1902 | loss: 0.031206 | val_loss: 0.0312078 | Time: 2979.05 ms
[2021-10-14 08:27:07 main:574] : INFO : Epoch 1903 | loss: 0.0312042 | val_loss: 0.031204 | Time: 2926.63 ms
[2021-10-14 08:27:10 main:574] : INFO : Epoch 1904 | loss: 0.0312043 | val_loss: 0.0312041 | Time: 2967.08 ms
[2021-10-14 08:27:13 main:574] : INFO : Epoch 1905 | loss: 0.0312026 | val_loss: 0.0312034 | Time: 3005.02 ms
[2021-10-14 08:27:16 main:574] : INFO : Epoch 1906 | loss: 0.0312023 | val_loss: 0.0312035 | Time: 3015.93 ms
[2021-10-14 08:27:19 main:574] : INFO : Epoch 1907 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 3010.73 ms
[2021-10-14 08:27:22 main:574] : INFO : Epoch 1908 | loss: 0.0312023 | val_loss: 0.0312057 | Time: 2918.15 ms
[2021-10-14 08:27:25 main:574] : INFO : Epoch 1909 | loss: 0.031206 | val_loss: 0.0312071 | Time: 2851.23 ms
[2021-10-14 08:27:28 main:574] : INFO : Epoch 1910 | loss: 0.0312053 | val_loss: 0.031212 | Time: 2954.61 ms
[2021-10-14 08:27:31 main:574] : INFO : Epoch 1911 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 2951.82 ms
[2021-10-14 08:27:34 main:574] : INFO : Epoch 1912 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 2898.67 ms
[2021-10-14 08:27:37 main:574] : INFO : Epoch 1913 | loss: 0.0312032 | val_loss: 0.0312052 | Time: 2940.88 ms
[2021-10-14 08:27:40 main:574] : INFO : Epoch 1914 | loss: 0.0312015 | val_loss: 0.0312114 | Time: 2978.34 ms
[2021-10-14 08:27:43 main:574] : INFO : Epoch 1915 | loss: 0.0312037 | val_loss: 0.031209 | Time: 3019.25 ms
[2021-10-14 08:27:46 main:574] : INFO : Epoch 1916 | loss: 0.0312018 | val_loss: 0.0312056 | Time: 3012.74 ms
[2021-10-14 08:27:49 main:574] : INFO : Epoch 1917 | loss: 0.031201 | val_loss: 0.0312049 | Time: 2974.17 ms
[2021-10-14 08:27:52 main:574] : INFO : Epoch 1918 | loss: 0.0311992 | val_loss: 0.0312041 | Time: 2899.42 ms
[2021-10-14 08:27:55 main:574] : INFO : Epoch 1919 | loss: 0.0311991 | val_loss: 0.0312042 | Time: 2848.23 ms
[2021-10-14 08:27:58 main:574] : INFO : Epoch 1920 | loss: 0.031199 | val_loss: 0.0312046 | Time: 2881.18 ms
[2021-10-14 08:28:01 main:574] : INFO : Epoch 1921 | loss: 0.0311986 | val_loss: 0.0312043 | Time: 2991.2 ms
[2021-10-14 08:28:04 main:574] : INFO : Epoch 1922 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 3013.63 ms
[2021-10-14 08:28:07 main:574] : INFO : Epoch 1923 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 3026.05 ms
[2021-10-14 08:28:09 main:574] : INFO : Epoch 1924 | loss: 0.0311981 | val_loss: 0.031203 | Time: 2858.31 ms
[2021-10-14 08:28:12 main:574] : INFO : Epoch 1925 | loss: 0.0311977 | val_loss: 0.0312034 | Time: 2835.94 ms
[2021-10-14 08:28:15 main:574] : INFO : Epoch 1926 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 2919.31 ms
[2021-10-14 08:28:18 main:574] : INFO : Epoch 1927 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 3030.45 ms
[2021-10-14 08:28:21 main:574] : INFO : Epoch 1928 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 3022.11 ms
[2021-10-14 08:28:24 main:574] : INFO : Epoch 1929 | loss: 0.0311977 | val_loss: 0.031203 | Time: 3060.03 ms
[2021-10-14 08:28:27 main:574] : INFO : Epoch 1930 | loss: 0.0311986 | val_loss: 0.0312114 | Time: 2841.12 ms
[2021-10-14 08:28:30 main:574] : INFO : Epoch 1931 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 3059.18 ms
[2021-10-14 08:28:33 main:574] : INFO : Epoch 1932 | loss: 0.0311993 | val_loss: 0.0312034 | Time: 3040.04 ms
[2021-10-14 08:28:36 main:574] : INFO : Epoch 1933 | loss: 0.0311983 | val_loss: 0.0312062 | Time: 3030.63 ms
[2021-10-14 08:28:39 main:574] : INFO : Epoch 1934 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 2959.97 ms
[2021-10-14 08:28:42 main:574] : INFO : Epoch 1935 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 2896.22 ms
[2021-10-14 08:28:45 main:574] : INFO : Epoch 1936 | loss: 0.0311962 | val_loss: 0.0312026 | Time: 2976.72 ms
[2021-10-14 08:28:48 main:574] : INFO : Epoch 1937 | loss: 0.0311973 | val_loss: 0.031203 | Time: 2978.5 ms
[2021-10-14 08:28:51 main:574] : INFO : Epoch 1938 | loss: 0.0311963 | val_loss: 0.0312027 | Time: 2945.27 ms
[2021-10-14 08:28:54 main:574] : INFO : Epoch 1939 | loss: 0.031197 | val_loss: 0.0312034 | Time: 2947.37 ms
[2021-10-14 08:28:57 main:574] : INFO : Epoch 1940 | loss: 0.0311971 | val_loss: 0.0312042 | Time: 2871.67 ms
[2021-10-14 08:29:00 main:574] : INFO : Epoch 1941 | loss: 0.031197 | val_loss: 0.0312039 | Time: 2859.48 ms
[2021-10-14 08:29:03 main:574] : INFO : Epoch 1942 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 2915.73 ms
[2021-10-14 08:29:06 main:574] : INFO : Epoch 1943 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 2966.35 ms
[2021-10-14 08:29:09 main:574] : INFO : Epoch 1944 | loss: 0.031198 | val_loss: 0.0312037 | Time: 2968.79 ms
[2021-10-14 08:29:12 main:574] : INFO : Epoch 1945 | loss: 0.0311966 | val_loss: 0.0312042 | Time: 3002.55 ms
[2021-10-14 08:29:15 main:574] : INFO : Epoch 1946 | loss: 0.0311962 | val_loss: 0.0312053 | Time: 2828.27 ms
[2021-10-14 08:29:18 main:574] : INFO : Epoch 1947 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 2849.38 ms
[2021-10-14 08:29:21 main:574] : INFO : Epoch 1948 | loss: 0.0311976 | val_loss: 0.0312057 | Time: 3092.28 ms
[2021-10-14 08:29:24 main:574] : INFO : Epoch 1949 | loss: 0.0311974 | val_loss: 0.0312053 | Time: 2923.55 ms
[2021-10-14 08:29:27 main:574] : INFO : Epoch 1950 | loss: 0.0311978 | val_loss: 0.0312052 | Time: 2967.81 ms
[2021-10-14 08:29:30 main:574] : INFO : Epoch 1951 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 2916.73 ms
[2021-10-14 08:29:32 main:574] : INFO : Epoch 1952 | loss: 0.0311953 | val_loss: 0.0312041 | Time: 2854.73 ms
[2021-10-14 08:29:35 main:574] : INFO : Epoch 1953 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 2847.15 ms
[2021-10-14 08:29:38 main:574] : INFO : Epoch 1954 | loss: 0.031198 | val_loss: 0.0312099 | Time: 2931.03 ms
[2021-10-14 08:29:41 main:574] : INFO : Epoch 1955 | loss: 0.0311986 | val_loss: 0.0312047 | Time: 2932.55 ms
[2021-10-14 08:29:44 main:574] : INFO : Epoch 1956 | loss: 0.0311981 | val_loss: 0.0312064 | Time: 2964.32 ms
[2021-10-14 08:29:47 main:574] : INFO : Epoch 1957 | loss: 0.0311982 | val_loss: 0.0312041 | Time: 2982 ms
[2021-10-14 08:29:50 main:574] : INFO : Epoch 1958 | loss: 0.0311987 | val_loss: 0.0312055 | Time: 2875.45 ms
[2021-10-14 08:29:53 main:574] : INFO : Epoch 1959 | loss: 0.0311969 | val_loss: 0.0312056 | Time: 2928.32 ms
[2021-10-14 08:29:56 main:574] : INFO : Epoch 1960 | loss: 0.0311966 | val_loss: 0.0312035 | Time: 2970.22 ms
[2021-10-14 08:29:59 main:574] : INFO : Epoch 1961 | loss: 0.031197 | val_loss: 0.0312106 | Time: 3084.75 ms
[2021-10-14 08:30:02 main:574] : INFO : Epoch 1962 | loss: 0.0311976 | val_loss: 0.0312041 | Time: 3037 ms
[2021-10-14 08:30:05 main:574] : INFO : Epoch 1963 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 2861.84 ms
[2021-10-14 08:30:08 main:574] : INFO : Epoch 1964 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 2886.83 ms
[2021-10-14 08:30:11 main:574] : INFO : Epoch 1965 | loss: 0.0312021 | val_loss: 0.0312108 | Time: 3128.64 ms
[2021-10-14 08:30:14 main:574] : INFO : Epoch 1966 | loss: 0.0312013 | val_loss: 0.0312055 | Time: 2990.87 ms
[2021-10-14 08:30:17 main:574] : INFO : Epoch 1967 | loss: 0.0312002 | val_loss: 0.031204 | Time: 2964.48 ms
[2021-10-14 08:30:20 main:574] : INFO : Epoch 1968 | loss: 0.0312005 | val_loss: 0.0312136 | Time: 2885.08 ms
[2021-10-14 08:30:23 main:574] : INFO : Epoch 1969 | loss: 0.0312069 | val_loss: 0.0312068 | Time: 2837.47 ms
[2021-10-14 08:30:26 main:574] : INFO : Epoch 1970 | loss: 0.0312016 | val_loss: 0.0312077 | Time: 2861.26 ms
[2021-10-14 08:30:29 main:574] : INFO : Epoch 1971 | loss: 0.0312007 | val_loss: 0.0312091 | Time: 2984.49 ms
[2021-10-14 08:30:32 main:574] : INFO : Epoch 1972 | loss: 0.0312 | val_loss: 0.0312064 | Time: 3100.27 ms
[2021-10-14 08:30:35 main:574] : INFO : Epoch 1973 | loss: 0.0311991 | val_loss: 0.0312073 | Time: 2984.97 ms
[2021-10-14 08:30:37 main:574] : INFO : Epoch 1974 | loss: 0.0311982 | val_loss: 0.03121 | Time: 2826.53 ms
[2021-10-14 08:30:40 main:574] : INFO : Epoch 1975 | loss: 0.031199 | val_loss: 0.0312077 | Time: 2883.81 ms
[2021-10-14 08:30:43 main:574] : INFO : Epoch 1976 | loss: 0.0311978 | val_loss: 0.0312061 | Time: 2969.04 ms
[2021-10-14 08:30:46 main:574] : INFO : Epoch 1977 | loss: 0.0312 | val_loss: 0.0312076 | Time: 2983.6 ms
[2021-10-14 08:30:49 main:574] : INFO : Epoch 1978 | loss: 0.0311993 | val_loss: 0.0312072 | Time: 2988.26 ms
[2021-10-14 08:30:52 main:574] : INFO : Epoch 1979 | loss: 0.0311977 | val_loss: 0.0312048 | Time: 2980.17 ms
[2021-10-14 08:30:55 main:574] : INFO : Epoch 1980 | loss: 0.0311984 | val_loss: 0.0312076 | Time: 2860.8 ms
[2021-10-14 08:30:58 main:574] : INFO : Epoch 1981 | loss: 0.0311999 | val_loss: 0.0312075 | Time: 2850.49 ms
[2021-10-14 08:31:01 main:574] : INFO : Epoch 1982 | loss: 0.0312 | val_loss: 0.0312126 | Time: 2966.46 ms
[2021-10-14 08:31:04 main:574] : INFO : Epoch 1983 | loss: 0.0312001 | val_loss: 0.0312041 | Time: 2901.36 ms
[2021-10-14 08:31:07 main:574] : INFO : Epoch 1984 | loss: 0.0311978 | val_loss: 0.0312054 | Time: 2951.05 ms
[2021-10-14 08:31:10 main:574] : INFO : Epoch 1985 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 2964.64 ms
[2021-10-14 08:31:13 main:574] : INFO : Epoch 1986 | loss: 0.0311966 | val_loss: 0.0312058 | Time: 2869.68 ms
[2021-10-14 08:31:16 main:574] : INFO : Epoch 1987 | loss: 0.0311983 | val_loss: 0.0312051 | Time: 3140.35 ms
[2021-10-14 08:31:19 main:574] : INFO : Epoch 1988 | loss: 0.0312045 | val_loss: 0.0312145 | Time: 3066.52 ms
[2021-10-14 08:31:22 main:574] : INFO : Epoch 1989 | loss: 0.0312049 | val_loss: 0.0312094 | Time: 3079.64 ms
[2021-10-14 08:31:25 main:574] : INFO : Epoch 1990 | loss: 0.0312 | val_loss: 0.0312059 | Time: 2927.56 ms
[2021-10-14 08:31:28 main:574] : INFO : Epoch 1991 | loss: 0.0311976 | val_loss: 0.0312054 | Time: 2905.73 ms
[2021-10-14 08:31:31 main:574] : INFO : Epoch 1992 | loss: 0.031197 | val_loss: 0.0312076 | Time: 3014.63 ms
[2021-10-14 08:31:34 main:574] : INFO : Epoch 1993 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 3028.37 ms
[2021-10-14 08:31:37 main:574] : INFO : Epoch 1994 | loss: 0.031197 | val_loss: 0.031207 | Time: 2975.13 ms
[2021-10-14 08:31:40 main:574] : INFO : Epoch 1995 | loss: 0.0311992 | val_loss: 0.0312063 | Time: 2881.58 ms
[2021-10-14 08:31:43 main:574] : INFO : Epoch 1996 | loss: 0.0311992 | val_loss: 0.0312051 | Time: 2823.72 ms
[2021-10-14 08:31:46 main:574] : INFO : Epoch 1997 | loss: 0.0311973 | val_loss: 0.0312056 | Time: 2863.06 ms
[2021-10-14 08:31:49 main:574] : INFO : Epoch 1998 | loss: 0.0311972 | val_loss: 0.0312047 | Time: 2948.26 ms
[2021-10-14 08:31:52 main:574] : INFO : Epoch 1999 | loss: 0.0311963 | val_loss: 0.0312048 | Time: 2985.14 ms
[2021-10-14 08:31:55 main:574] : INFO : Epoch 2000 | loss: 0.0311961 | val_loss: 0.0312042 | Time: 3052.96 ms
[2021-10-14 08:31:58 main:574] : INFO : Epoch 2001 | loss: 0.0311956 | val_loss: 0.031205 | Time: 2880.98 ms
[2021-10-14 08:32:00 main:574] : INFO : Epoch 2002 | loss: 0.0311962 | val_loss: 0.0312086 | Time: 2838.77 ms
[2021-10-14 08:32:03 main:574] : INFO : Epoch 2003 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 2891.76 ms
[2021-10-14 08:32:06 main:574] : INFO : Epoch 2004 | loss: 0.0311965 | val_loss: 0.0312036 | Time: 2962.74 ms
[2021-10-14 08:32:09 main:574] : INFO : Epoch 2005 | loss: 0.0311949 | val_loss: 0.031206 | Time: 3039.8 ms
[2021-10-14 08:32:12 main:574] : INFO : Epoch 2006 | loss: 0.0311946 | val_loss: 0.0312056 | Time: 3031.82 ms
[2021-10-14 08:32:15 main:574] : INFO : Epoch 2007 | loss: 0.0311948 | val_loss: 0.0312045 | Time: 2889.62 ms
[2021-10-14 08:32:18 main:574] : INFO : Epoch 2008 | loss: 0.0311953 | val_loss: 0.0312122 | Time: 2888.44 ms
[2021-10-14 08:32:21 main:574] : INFO : Epoch 2009 | loss: 0.031196 | val_loss: 0.0312037 | Time: 2998.56 ms
[2021-10-14 08:32:24 main:574] : INFO : Epoch 2010 | loss: 0.0311943 | val_loss: 0.0312046 | Time: 2950.61 ms
[2021-10-14 08:32:27 main:574] : INFO : Epoch 2011 | loss: 0.0311939 | val_loss: 0.0312027 | Time: 2911.44 ms
[2021-10-14 08:32:30 main:574] : INFO : Epoch 2012 | loss: 0.0311947 | val_loss: 0.0312051 | Time: 2897.96 ms
[2021-10-14 08:32:33 main:574] : INFO : Epoch 2013 | loss: 0.0311948 | val_loss: 0.031204 | Time: 2817.2 ms
[2021-10-14 08:32:36 main:574] : INFO : Epoch 2014 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 2844.13 ms
[2021-10-14 08:32:39 main:574] : INFO : Epoch 2015 | loss: 0.0311985 | val_loss: 0.0312082 | Time: 2994.09 ms
[2021-10-14 08:32:42 main:574] : INFO : Epoch 2016 | loss: 0.0311974 | val_loss: 0.031208 | Time: 3028.69 ms
[2021-10-14 08:32:45 main:574] : INFO : Epoch 2017 | loss: 0.0311973 | val_loss: 0.0312075 | Time: 3045.78 ms
[2021-10-14 08:32:48 main:574] : INFO : Epoch 2018 | loss: 0.0311986 | val_loss: 0.0312112 | Time: 2954.89 ms
[2021-10-14 08:32:51 main:574] : INFO : Epoch 2019 | loss: 0.0311972 | val_loss: 0.0312067 | Time: 2993.32 ms
[2021-10-14 08:32:54 main:574] : INFO : Epoch 2020 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 3062.03 ms
[2021-10-14 08:32:57 main:574] : INFO : Epoch 2021 | loss: 0.0311967 | val_loss: 0.0312048 | Time: 2996.34 ms
[2021-10-14 08:33:00 main:574] : INFO : Epoch 2022 | loss: 0.0311972 | val_loss: 0.0312077 | Time: 3037.66 ms
[2021-10-14 08:33:03 main:574] : INFO : Epoch 2023 | loss: 0.0311984 | val_loss: 0.031207 | Time: 2850.96 ms
[2021-10-14 08:33:06 main:574] : INFO : Epoch 2024 | loss: 0.0311952 | val_loss: 0.0312057 | Time: 2892.27 ms
[2021-10-14 08:33:09 main:574] : INFO : Epoch 2025 | loss: 0.0311941 | val_loss: 0.0312067 | Time: 2971.22 ms
[2021-10-14 08:33:12 main:574] : INFO : Epoch 2026 | loss: 0.0311954 | val_loss: 0.0312097 | Time: 3038.14 ms
[2021-10-14 08:33:15 main:574] : INFO : Epoch 2027 | loss: 0.0311952 | val_loss: 0.0312054 | Time: 3119.42 ms
[2021-10-14 08:33:18 main:574] : INFO : Epoch 2028 | loss: 0.0311951 | val_loss: 0.0312117 | Time: 2951.71 ms
[2021-10-14 08:33:21 main:574] : INFO : Epoch 2029 | loss: 0.0312031 | val_loss: 0.0312079 | Time: 2868.86 ms
[2021-10-14 08:33:24 main:574] : INFO : Epoch 2030 | loss: 0.0311978 | val_loss: 0.0312038 | Time: 2951.2 ms
[2021-10-14 08:33:27 main:574] : INFO : Epoch 2031 | loss: 0.0311952 | val_loss: 0.0312045 | Time: 2959.26 ms
[2021-10-14 08:33:30 main:574] : INFO : Epoch 2032 | loss: 0.0311943 | val_loss: 0.0312052 | Time: 3004.27 ms
[2021-10-14 08:33:33 main:574] : INFO : Epoch 2033 | loss: 0.0311985 | val_loss: 0.0312137 | Time: 3033.63 ms
[2021-10-14 08:33:36 main:574] : INFO : Epoch 2034 | loss: 0.0312035 | val_loss: 0.0312097 | Time: 2883.78 ms
[2021-10-14 08:33:38 main:574] : INFO : Epoch 2035 | loss: 0.0312072 | val_loss: 0.0312092 | Time: 2952.78 ms
[2021-10-14 08:33:41 main:574] : INFO : Epoch 2036 | loss: 0.0312015 | val_loss: 0.0312055 | Time: 2989.48 ms
[2021-10-14 08:33:44 main:574] : INFO : Epoch 2037 | loss: 0.0311989 | val_loss: 0.031206 | Time: 3004.49 ms
[2021-10-14 08:33:48 main:574] : INFO : Epoch 2038 | loss: 0.0311975 | val_loss: 0.0312078 | Time: 3064.04 ms
[2021-10-14 08:33:50 main:574] : INFO : Epoch 2039 | loss: 0.0311976 | val_loss: 0.0312093 | Time: 2871.58 ms
[2021-10-14 08:33:53 main:574] : INFO : Epoch 2040 | loss: 0.0311968 | val_loss: 0.0312056 | Time: 2907.8 ms
[2021-10-14 08:33:56 main:574] : INFO : Epoch 2041 | loss: 0.0311958 | val_loss: 0.0312066 | Time: 2927.1 ms
[2021-10-14 08:33:59 main:574] : INFO : Epoch 2042 | loss: 0.0311966 | val_loss: 0.0312067 | Time: 2913.47 ms
[2021-10-14 08:34:02 main:574] : INFO : Epoch 2043 | loss: 0.0311987 | val_loss: 0.0312146 | Time: 2959.38 ms
[2021-10-14 08:34:05 main:574] : INFO : Epoch 2044 | loss: 0.0311963 | val_loss: 0.0312076 | Time: 2977.23 ms
[2021-10-14 08:34:08 main:574] : INFO : Epoch 2045 | loss: 0.0311951 | val_loss: 0.0312047 | Time: 2864.85 ms
[2021-10-14 08:34:11 main:574] : INFO : Epoch 2046 | loss: 0.0311949 | val_loss: 0.0312085 | Time: 2881.68 ms
[2021-10-14 08:34:14 main:574] : INFO : Epoch 2047 | loss: 0.0311953 | val_loss: 0.0312055 | Time: 3133.01 ms
[2021-10-14 08:34:17 main:574] : INFO : Epoch 2048 | loss: 0.0311936 | val_loss: 0.031206 | Time: 3032.37 ms
[2021-10-14 08:34:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031206
[2021-10-14 08:34:17 main:603] : INFO : Saving end state to config to file
[2021-10-14 08:34:17 main:608] : INFO : Success, exiting..
08:34:17 (13572): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)