Task 12854265
| Name | ParityModified-1645995948-30767-0_1 |
| Workunit | 9378696 |
| Created | 10 Mar 2022, 2:20:23 UTC |
| Sent | 10 Mar 2022, 2:35:27 UTC |
| Report deadline | 18 Mar 2022, 2:35:27 UTC |
| Received | 11 Mar 2022, 1:29:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 38 min 36 sec |
| CPU time | 1 hours 37 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311175 | val_loss: 0.0311821 | Time: 3082.12 ms [2022-03-11 03:04:51 main:574] : INFO : Epoch 1543 | loss: 0.0311158 | val_loss: 0.0311828 | Time: 3365.69 ms [2022-03-11 03:04:54 main:574] : INFO : Epoch 1544 | loss: 0.0311168 | val_loss: 0.0311763 | Time: 3161.62 ms [2022-03-11 03:04:57 main:574] : INFO : Epoch 1545 | loss: 0.0311204 | val_loss: 0.0311924 | Time: 3268.33 ms [2022-03-11 03:05:00 main:574] : INFO : Epoch 1546 | loss: 0.0311194 | val_loss: 0.0311815 | Time: 2938.46 ms [2022-03-11 03:05:03 main:574] : INFO : Epoch 1547 | loss: 0.0311144 | val_loss: 0.0311819 | Time: 2910.28 ms [2022-03-11 03:05:06 main:574] : INFO : Epoch 1548 | loss: 0.0311141 | val_loss: 0.031183 | Time: 2930.86 ms [2022-03-11 03:05:09 main:574] : INFO : Epoch 1549 | loss: 0.0311154 | val_loss: 0.0311865 | Time: 2923.36 ms [2022-03-11 03:05:12 main:574] : INFO : Epoch 1550 | loss: 0.0311257 | val_loss: 0.0311866 | Time: 2939.02 ms [2022-03-11 03:05:15 main:574] : INFO : Epoch 1551 | loss: 0.0311227 | val_loss: 0.031182 | Time: 2925.34 ms [2022-03-11 03:05:18 main:574] : INFO : Epoch 1552 | loss: 0.0311231 | val_loss: 0.0311807 | Time: 2956.84 ms [2022-03-11 03:05:21 main:574] : INFO : Epoch 1553 | loss: 0.0311227 | val_loss: 0.0311878 | Time: 2975.1 ms [2022-03-11 03:05:24 main:574] : INFO : Epoch 1554 | loss: 0.0311221 | val_loss: 0.0311798 | Time: 2919.69 ms [2022-03-11 03:05:27 main:574] : INFO : Epoch 1555 | loss: 0.0311182 | val_loss: 0.0311787 | Time: 2992.17 ms [2022-03-11 03:05:30 main:574] : INFO : Epoch 1556 | loss: 0.0311179 | val_loss: 0.0311874 | Time: 2949.65 ms [2022-03-11 03:05:33 main:574] : INFO : Epoch 1557 | loss: 0.031115 | val_loss: 0.0311804 | Time: 2936.38 ms [2022-03-11 03:05:36 main:574] : INFO : Epoch 1558 | loss: 0.0311148 | val_loss: 0.031181 | Time: 2979.74 ms [2022-03-11 03:05:39 main:574] : INFO : Epoch 1559 | loss: 0.0311174 | val_loss: 0.0311847 | Time: 2966.22 ms [2022-03-11 03:05:42 main:574] : INFO : Epoch 1560 | loss: 0.0311174 | val_loss: 0.0311826 | Time: 2883.76 ms [2022-03-11 03:05:45 main:574] : INFO : Epoch 1561 | loss: 0.0311152 | val_loss: 0.031181 | Time: 2977.28 ms [2022-03-11 03:05:48 main:574] : INFO : Epoch 1562 | loss: 0.0311144 | val_loss: 0.0311881 | Time: 3012.32 ms [2022-03-11 03:05:50 main:574] : INFO : Epoch 1563 | loss: 0.0311142 | val_loss: 0.0311825 | Time: 2912.33 ms [2022-03-11 03:05:53 main:574] : INFO : Epoch 1564 | loss: 0.031112 | val_loss: 0.0311885 | Time: 2909.92 ms [2022-03-11 03:05:56 main:574] : INFO : Epoch 1565 | loss: 0.0311134 | val_loss: 0.0311807 | Time: 3111.9 ms [2022-03-11 03:06:00 main:574] : INFO : Epoch 1566 | loss: 0.0311087 | val_loss: 0.0311813 | Time: 3292.81 ms [2022-03-11 03:06:03 main:574] : INFO : Epoch 1567 | loss: 0.0311119 | val_loss: 0.0311858 | Time: 3173.88 ms [2022-03-11 03:06:06 main:574] : INFO : Epoch 1568 | loss: 0.0311146 | val_loss: 0.0311843 | Time: 3082.81 ms [2022-03-11 03:06:09 main:574] : INFO : Epoch 1569 | loss: 0.0311127 | val_loss: 0.0311803 | Time: 3132.03 ms [2022-03-11 03:06:12 main:574] : INFO : Epoch 1570 | loss: 0.0311135 | val_loss: 0.0311879 | Time: 3062.53 ms [2022-03-11 03:06:15 main:574] : INFO : Epoch 1571 | loss: 0.0311216 | val_loss: 0.0311803 | Time: 2900.18 ms [2022-03-11 03:06:18 main:574] : INFO : Epoch 1572 | loss: 0.0311245 | val_loss: 0.0311817 | Time: 2973.05 ms [2022-03-11 03:06:21 main:574] : INFO : Epoch 1573 | loss: 0.0311169 | val_loss: 0.031179 | Time: 2904.73 ms [2022-03-11 03:06:24 main:574] : INFO : Epoch 1574 | loss: 0.0311185 | val_loss: 0.0311874 | Time: 2890.17 ms [2022-03-11 03:06:27 main:574] : INFO : Epoch 1575 | loss: 0.0311147 | val_loss: 0.0311873 | Time: 2909.86 ms [2022-03-11 03:06:30 main:574] : INFO : Epoch 1576 | loss: 0.0311133 | val_loss: 0.0311798 | Time: 2970.64 ms [2022-03-11 03:06:33 main:574] : INFO : Epoch 1577 | loss: 0.0311124 | val_loss: 0.0311943 | Time: 2907.49 ms [2022-03-11 03:06:36 main:574] : INFO : Epoch 1578 | loss: 0.0311188 | val_loss: 0.0311783 | Time: 2941.02 ms [2022-03-11 03:06:39 main:574] : INFO : Epoch 1579 | loss: 0.0311146 | val_loss: 0.0311794 | Time: 2945.86 ms [2022-03-11 03:06:42 main:574] : INFO : Epoch 1580 | loss: 0.0311144 | val_loss: 0.0311795 | Time: 2971 ms [2022-03-11 03:06:45 main:574] : INFO : Epoch 1581 | loss: 0.0311134 | val_loss: 0.0311796 | Time: 2944.5 ms [2022-03-11 03:06:48 main:574] : INFO : Epoch 1582 | loss: 0.0311165 | val_loss: 0.0311993 | Time: 2966.13 ms [2022-03-11 03:06:51 main:574] : INFO : Epoch 1583 | loss: 0.0311144 | val_loss: 0.0311815 | Time: 2996.29 ms [2022-03-11 03:06:54 main:574] : INFO : Epoch 1584 | loss: 0.0311143 | val_loss: 0.0311826 | Time: 3014.12 ms [2022-03-11 03:06:56 main:574] : INFO : Epoch 1585 | loss: 0.0311151 | val_loss: 0.0311812 | Time: 2925.1 ms [2022-03-11 03:06:59 main:574] : INFO : Epoch 1586 | loss: 0.0311163 | val_loss: 0.0311847 | Time: 2940.44 ms [2022-03-11 03:07:02 main:574] : INFO : Epoch 1587 | loss: 0.0311118 | val_loss: 0.0311955 | Time: 3002 ms [2022-03-11 03:07:05 main:574] : INFO : Epoch 1588 | loss: 0.0311129 | val_loss: 0.0311816 | Time: 2907.14 ms [2022-03-11 03:07:08 main:574] : INFO : Epoch 1589 | loss: 0.031113 | val_loss: 0.0311876 | Time: 2958.99 ms [2022-03-11 03:07:11 main:574] : INFO : Epoch 1590 | loss: 0.0311115 | val_loss: 0.0311862 | Time: 2943.68 ms [2022-03-11 03:07:14 main:574] : INFO : Epoch 1591 | loss: 0.0311149 | val_loss: 0.0311785 | Time: 2954.78 ms [2022-03-11 03:07:17 main:574] : INFO : Epoch 1592 | loss: 0.0311109 | val_loss: 0.0311855 | Time: 2913.69 ms [2022-03-11 03:07:20 main:574] : INFO : Epoch 1593 | loss: 0.0311098 | val_loss: 0.0311892 | Time: 2873.17 ms [2022-03-11 03:07:23 main:574] : INFO : Epoch 1594 | loss: 0.0311096 | val_loss: 0.0311914 | Time: 2915.78 ms [2022-03-11 03:07:26 main:574] : INFO : Epoch 1595 | loss: 0.0311116 | val_loss: 0.0311876 | Time: 2907.89 ms [2022-03-11 03:07:29 main:574] : INFO : Epoch 1596 | loss: 0.0311134 | val_loss: 0.0311815 | Time: 2892.82 ms [2022-03-11 03:07:32 main:574] : INFO : Epoch 1597 | loss: 0.0311126 | val_loss: 0.0311976 | Time: 2878.41 ms [2022-03-11 03:07:35 main:574] : INFO : Epoch 1598 | loss: 0.0311169 | val_loss: 0.0311802 | Time: 2903.44 ms [2022-03-11 03:07:37 main:574] : INFO : Epoch 1599 | loss: 0.0311335 | val_loss: 0.0311841 | Time: 2943.05 ms [2022-03-11 03:07:40 main:574] : INFO : Epoch 1600 | loss: 0.0311287 | val_loss: 0.0311799 | Time: 2974.77 ms [2022-03-11 03:07:43 main:574] : INFO : Epoch 1601 | loss: 0.0311266 | val_loss: 0.0311924 | Time: 2907.43 ms [2022-03-11 03:07:46 main:574] : INFO : Epoch 1602 | loss: 0.0311288 | val_loss: 0.0311848 | Time: 2964.42 ms [2022-03-11 03:07:49 main:574] : INFO : Epoch 1603 | loss: 0.031139 | val_loss: 0.0311714 | Time: 2872.23 ms [2022-03-11 03:07:52 main:574] : INFO : Epoch 1604 | loss: 0.0311272 | val_loss: 0.0311794 | Time: 2954.73 ms [2022-03-11 03:07:55 main:574] : INFO : Epoch 1605 | loss: 0.0311199 | val_loss: 0.0311811 | Time: 2922.84 ms [2022-03-11 03:07:58 main:574] : INFO : Epoch 1606 | loss: 0.0311145 | val_loss: 0.0311885 | Time: 3125.96 ms [2022-03-11 03:08:01 main:574] : INFO : Epoch 1607 | loss: 0.0311138 | val_loss: 0.0311813 | Time: 2958.25 ms [2022-03-11 03:08:04 main:574] : INFO : Epoch 1608 | loss: 0.0311163 | val_loss: 0.0311861 | Time: 2930.05 ms [2022-03-11 03:08:07 main:574] : INFO : Epoch 1609 | loss: 0.031113 | val_loss: 0.0311758 | Time: 2950.5 ms [2022-03-11 03:08:10 main:574] : INFO : Epoch 1610 | loss: 0.0311152 | val_loss: 0.0311932 | Time: 2974.91 ms [2022-03-11 03:08:13 main:574] : INFO : Epoch 1611 | loss: 0.0311166 | val_loss: 0.0311812 | Time: 2918.41 ms [2022-03-11 03:08:16 main:574] : INFO : Epoch 1612 | loss: 0.0311113 | val_loss: 0.0311897 | Time: 2906.42 ms [2022-03-11 03:08:19 main:574] : INFO : Epoch 1613 | loss: 0.0311092 | val_loss: 0.0311863 | Time: 2959.02 ms [2022-03-11 03:08:22 main:574] : INFO : Epoch 1614 | loss: 0.0311115 | val_loss: 0.0311799 | Time: 3065.93 ms [2022-03-11 03:08:25 main:574] : INFO : Epoch 1615 | loss: 0.0311102 | val_loss: 0.0311872 | Time: 2961.38 ms [2022-03-11 03:08:28 main:574] : INFO : Epoch 1616 | loss: 0.031117 | val_loss: 0.0311841 | Time: 2919.81 ms [2022-03-11 03:08:31 main:574] : INFO : Epoch 1617 | loss: 0.031119 | val_loss: 0.0311856 | Time: 2941.77 ms [2022-03-11 03:08:34 main:574] : INFO : Epoch 1618 | loss: 0.0311191 | val_loss: 0.0311809 | Time: 3064.95 ms [2022-03-11 03:08:37 main:574] : INFO : Epoch 1619 | loss: 0.0311103 | val_loss: 0.0311997 | Time: 2938.07 ms [2022-03-11 03:08:40 main:574] : INFO : Epoch 1620 | loss: 0.0311103 | val_loss: 0.0311813 | Time: 2939.43 ms [2022-03-11 03:08:43 main:574] : INFO : Epoch 1621 | loss: 0.0311131 | val_loss: 0.0311842 | Time: 2874.93 ms [2022-03-11 03:08:46 main:574] : INFO : Epoch 1622 | loss: 0.0311113 | val_loss: 0.0311859 | Time: 2934.39 ms [2022-03-11 03:08:48 main:574] : INFO : Epoch 1623 | loss: 0.0311079 | val_loss: 0.0311899 | Time: 2914.4 ms [2022-03-11 03:08:51 main:574] : INFO : Epoch 1624 | loss: 0.0311181 | val_loss: 0.0312311 | Time: 2894.07 ms [2022-03-11 03:08:54 main:574] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311805 | Time: 2900.95 ms [2022-03-11 03:08:57 main:574] : INFO : Epoch 1626 | loss: 0.0311474 | val_loss: 0.0311721 | Time: 2941.95 ms [2022-03-11 03:09:00 main:574] : INFO : Epoch 1627 | loss: 0.0311328 | val_loss: 0.0311762 | Time: 2890.15 ms [2022-03-11 03:09:03 main:574] : INFO : Epoch 1628 | loss: 0.031126 | val_loss: 0.0311855 | Time: 3081.23 ms [2022-03-11 03:09:06 main:574] : INFO : Epoch 1629 | loss: 0.0311246 | val_loss: 0.0311828 | Time: 2990.44 ms [2022-03-11 03:09:09 main:574] : INFO : Epoch 1630 | loss: 0.0311209 | val_loss: 0.0311869 | Time: 2898.41 ms [2022-03-11 03:09:12 main:574] : INFO : Epoch 1631 | loss: 0.0311219 | val_loss: 0.0311828 | Time: 2884.86 ms [2022-03-11 03:09:15 main:574] : INFO : Epoch 1632 | loss: 0.0311211 | val_loss: 0.0311781 | Time: 3061.31 ms [2022-03-11 03:09:18 main:574] : INFO : Epoch 1633 | loss: 0.0311266 | val_loss: 0.0311821 | Time: 2959.07 ms [2022-03-11 03:09:21 main:574] : INFO : Epoch 1634 | loss: 0.0311199 | val_loss: 0.0311833 | Time: 2894.41 ms [2022-03-11 03:09:24 main:574] : INFO : Epoch 1635 | loss: 0.0311215 | val_loss: 0.0311961 | Time: 2948.81 ms [2022-03-11 03:09:27 main:574] : INFO : Epoch 1636 | loss: 0.0311193 | val_loss: 0.0311784 | Time: 2949.74 ms [2022-03-11 03:09:30 main:574] : INFO : Epoch 1637 | loss: 0.031115 | val_loss: 0.031181 | Time: 2885.14 ms [2022-03-11 03:09:33 main:574] : INFO : Epoch 1638 | loss: 0.0311139 | val_loss: 0.0311923 | Time: 2947.17 ms [2022-03-11 03:09:36 main:574] : INFO : Epoch 1639 | loss: 0.0311197 | val_loss: 0.0311832 | Time: 2995.41 ms [2022-03-11 03:09:39 main:574] : INFO : Epoch 1640 | loss: 0.0311165 | val_loss: 0.0311853 | Time: 2933.73 ms [2022-03-11 03:09:41 main:574] : INFO : Epoch 1641 | loss: 0.0311176 | val_loss: 0.0311834 | Time: 2929.88 ms [2022-03-11 03:09:44 main:574] : INFO : Epoch 1642 | loss: 0.031115 | val_loss: 0.0311868 | Time: 2950.98 ms [2022-03-11 03:09:47 main:574] : INFO : Epoch 1643 | loss: 0.0311098 | val_loss: 0.0311881 | Time: 2943.52 ms [2022-03-11 03:09:50 main:574] : INFO : Epoch 1644 | loss: 0.0311111 | val_loss: 0.0311933 | Time: 2903.11 ms [2022-03-11 03:09:53 main:574] : INFO : Epoch 1645 | loss: 0.0311109 | val_loss: 0.0311858 | Time: 2891.82 ms [2022-03-11 03:09:56 main:574] : INFO : Epoch 1646 | loss: 0.0311136 | val_loss: 0.0311936 | Time: 2940.38 ms [2022-03-11 03:09:59 main:574] : INFO : Epoch 1647 | loss: 0.0311154 | val_loss: 0.0311856 | Time: 2922.1 ms [2022-03-11 03:10:02 main:574] : INFO : Epoch 1648 | loss: 0.0311118 | val_loss: 0.0311865 | Time: 3035.33 ms [2022-03-11 03:10:05 main:574] : INFO : Epoch 1649 | loss: 0.0311125 | val_loss: 0.0311831 | Time: 2909.49 ms [2022-03-11 03:10:08 main:574] : INFO : Epoch 1650 | loss: 0.0311132 | val_loss: 0.0312 | Time: 2976.69 ms [2022-03-11 03:10:11 main:574] : INFO : Epoch 1651 | loss: 0.0311123 | val_loss: 0.0311812 | Time: 3118.36 ms [2022-03-11 03:10:14 main:574] : INFO : Epoch 1652 | loss: 0.0311103 | val_loss: 0.0311852 | Time: 2886.79 ms [2022-03-11 03:10:17 main:574] : INFO : Epoch 1653 | loss: 0.0311092 | val_loss: 0.0311907 | Time: 2848.95 ms [2022-03-11 03:10:20 main:574] : INFO : Epoch 1654 | loss: 0.0311089 | val_loss: 0.0311842 | Time: 3028.02 ms [2022-03-11 03:10:23 main:574] : INFO : Epoch 1655 | loss: 0.0311085 | val_loss: 0.0311829 | Time: 2971.56 ms [2022-03-11 03:10:26 main:574] : INFO : Epoch 1656 | loss: 0.0311095 | val_loss: 0.0311811 | Time: 2873.73 ms [2022-03-11 03:10:29 main:574] : INFO : Epoch 1657 | loss: 0.0311076 | val_loss: 0.031191 | Time: 2903.3 ms [2022-03-11 03:10:32 main:574] : INFO : Epoch 1658 | loss: 0.0311114 | val_loss: 0.031181 | Time: 2909.61 ms [2022-03-11 03:10:35 main:574] : INFO : Epoch 1659 | loss: 0.0311096 | val_loss: 0.0311814 | Time: 2948.76 ms [2022-03-11 03:10:37 main:574] : INFO : Epoch 1660 | loss: 0.0311085 | val_loss: 0.0311828 | Time: 2890.37 ms [2022-03-11 03:10:40 main:574] : INFO : Epoch 1661 | loss: 0.0311103 | val_loss: 0.0311912 | Time: 2932.12 ms [2022-03-11 03:10:43 main:574] : INFO : Epoch 1662 | loss: 0.0311124 | val_loss: 0.0311922 | Time: 2936.53 ms [2022-03-11 03:10:46 main:574] : INFO : Epoch 1663 | loss: 0.0311148 | val_loss: 0.0311843 | Time: 2821.61 ms [2022-03-11 03:10:49 main:574] : INFO : Epoch 1664 | loss: 0.0311172 | val_loss: 0.0311782 | Time: 2944.76 ms [2022-03-11 03:10:52 main:574] : INFO : Epoch 1665 | loss: 0.0311154 | val_loss: 0.0311802 | Time: 2908.2 ms [2022-03-11 03:10:55 main:574] : INFO : Epoch 1666 | loss: 0.0311141 | val_loss: 0.0311904 | Time: 2907.63 ms [2022-03-11 03:10:58 main:574] : INFO : Epoch 1667 | loss: 0.0311119 | val_loss: 0.0311885 | Time: 2932.33 ms [2022-03-11 03:11:01 main:574] : INFO : Epoch 1668 | loss: 0.0311126 | val_loss: 0.0311946 | Time: 2899.37 ms [2022-03-11 03:11:04 main:574] : INFO : Epoch 1669 | loss: 0.0311075 | val_loss: 0.0311817 | Time: 2920.97 ms [2022-03-11 03:11:07 main:574] : INFO : Epoch 1670 | loss: 0.031116 | val_loss: 0.0311808 | Time: 2908.32 ms [2022-03-11 03:11:10 main:574] : INFO : Epoch 1671 | loss: 0.0311134 | val_loss: 0.0311921 | Time: 2943.16 ms [2022-03-11 03:11:12 main:574] : INFO : Epoch 1672 | loss: 0.0311107 | val_loss: 0.0311827 | Time: 2947.09 ms [2022-03-11 03:11:15 main:574] : INFO : Epoch 1673 | loss: 0.0311067 | val_loss: 0.0311881 | Time: 2980.34 ms [2022-03-11 03:11:18 main:574] : INFO : Epoch 1674 | loss: 0.0311079 | val_loss: 0.031193 | Time: 3044.29 ms [2022-03-11 03:11:21 main:574] : INFO : Epoch 1675 | loss: 0.0311089 | val_loss: 0.0311852 | Time: 2966 ms [2022-03-11 03:11:24 main:574] : INFO : Epoch 1676 | loss: 0.0311083 | val_loss: 0.0311817 | Time: 2861.8 ms [2022-03-11 03:11:27 main:574] : INFO : Epoch 1677 | loss: 0.0311103 | val_loss: 0.0311797 | Time: 3036.05 ms [2022-03-11 03:11:30 main:574] : INFO : Epoch 1678 | loss: 0.031108 | val_loss: 0.0311919 | Time: 2919.28 ms [2022-03-11 03:11:33 main:574] : INFO : Epoch 1679 | loss: 0.0311106 | val_loss: 0.0311799 | Time: 2937.37 ms [2022-03-11 03:11:36 main:574] : INFO : Epoch 1680 | loss: 0.0311135 | val_loss: 0.0311867 | Time: 2891.54 ms [2022-03-11 03:11:39 main:574] : INFO : Epoch 1681 | loss: 0.0311111 | val_loss: 0.0311846 | Time: 2947.63 ms [2022-03-11 03:11:42 main:574] : INFO : Epoch 1682 | loss: 0.0311102 | val_loss: 0.0311869 | Time: 2918.36 ms [2022-03-11 03:11:45 main:574] : INFO : Epoch 1683 | loss: 0.0311108 | val_loss: 0.0311854 | Time: 2931.1 ms [2022-03-11 03:11:48 main:574] : INFO : Epoch 1684 | loss: 0.0311075 | val_loss: 0.0311828 | Time: 2877.69 ms [2022-03-11 03:11:51 main:574] : INFO : Epoch 1685 | loss: 0.0311111 | val_loss: 0.0311887 | Time: 2900.5 ms [2022-03-11 03:11:54 main:574] : INFO : Epoch 1686 | loss: 0.0311062 | val_loss: 0.0311923 | Time: 2890.96 ms [2022-03-11 03:11:56 main:574] : INFO : Epoch 1687 | loss: 0.0311051 | val_loss: 0.0311877 | Time: 2877.72 ms [2022-03-11 03:11:59 main:574] : INFO : Epoch 1688 | loss: 0.0311081 | val_loss: 0.0311846 | Time: 2922.58 ms [2022-03-11 03:12:02 main:574] : INFO : Epoch 1689 | loss: 0.0311108 | val_loss: 0.0311867 | Time: 2885.5 ms [2022-03-11 03:12:05 main:574] : INFO : Epoch 1690 | loss: 0.0311096 | val_loss: 0.0311881 | Time: 2955.16 ms [2022-03-11 03:12:08 main:574] : INFO : Epoch 1691 | loss: 0.0311068 | val_loss: 0.031188 | Time: 2921.29 ms [2022-03-11 03:12:11 main:574] : INFO : Epoch 1692 | loss: 0.0311063 | val_loss: 0.0311909 | Time: 2905.19 ms [2022-03-11 03:12:14 main:574] : INFO : Epoch 1693 | loss: 0.0311083 | val_loss: 0.0311844 | Time: 2938.97 ms [2022-03-11 03:12:17 main:574] : INFO : Epoch 1694 | loss: 0.0311108 | val_loss: 0.0311914 | Time: 2892.63 ms [2022-03-11 03:12:20 main:574] : INFO : Epoch 1695 | loss: 0.0311122 | val_loss: 0.0311885 | Time: 3018.8 ms [2022-03-11 03:12:23 main:574] : INFO : Epoch 1696 | loss: 0.0311081 | val_loss: 0.0311931 | Time: 2994.52 ms [2022-03-11 03:12:26 main:574] : INFO : Epoch 1697 | loss: 0.0311089 | val_loss: 0.0311931 | Time: 2877.69 ms [2022-03-11 03:12:29 main:574] : INFO : Epoch 1698 | loss: 0.0311098 | val_loss: 0.0311969 | Time: 2915.07 ms [2022-03-11 03:12:32 main:574] : INFO : Epoch 1699 | loss: 0.031111 | val_loss: 0.031198 | Time: 2967.62 ms [2022-03-11 03:12:35 main:574] : INFO : Epoch 1700 | loss: 0.0311066 | val_loss: 0.0311911 | Time: 3032.3 ms [2022-03-11 03:12:38 main:574] : INFO : Epoch 1701 | loss: 0.0311061 | val_loss: 0.031192 | Time: 2933.25 ms [2022-03-11 03:12:41 main:574] : INFO : Epoch 1702 | loss: 0.0311071 | val_loss: 0.0311834 | Time: 2920.21 ms [2022-03-11 03:12:43 main:574] : INFO : Epoch 1703 | loss: 0.0311101 | val_loss: 0.0311828 | Time: 2852.72 ms [2022-03-11 03:12:46 main:574] : INFO : Epoch 1704 | loss: 0.031108 | val_loss: 0.0311873 | Time: 2958.37 ms [2022-03-11 03:12:49 main:574] : INFO : Epoch 1705 | loss: 0.0311067 | val_loss: 0.0311949 | Time: 2861.02 ms [2022-03-11 03:12:52 main:574] : INFO : Epoch 1706 | loss: 0.0311056 | val_loss: 0.0311901 | Time: 3012.74 ms [2022-03-11 03:12:55 main:574] : INFO : Epoch 1707 | loss: 0.0311037 | val_loss: 0.0311888 | Time: 2855.29 ms [2022-03-11 03:12:58 main:574] : INFO : Epoch 1708 | loss: 0.0311084 | val_loss: 0.0311956 | Time: 2908.5 ms [2022-03-11 03:13:01 main:574] : INFO : Epoch 1709 | loss: 0.0311071 | val_loss: 0.0311937 | Time: 2951.39 ms [2022-03-11 03:13:04 main:574] : INFO : Epoch 1710 | loss: 0.0311049 | val_loss: 0.0311937 | Time: 2912.41 ms [2022-03-11 03:13:07 main:574] : INFO : Epoch 1711 | loss: 0.0311072 | val_loss: 0.0311856 | Time: 2925.95 ms [2022-03-11 03:13:10 main:574] : INFO : Epoch 1712 | loss: 0.0311138 | val_loss: 0.0311946 | Time: 2935.93 ms [2022-03-11 03:13:13 main:574] : INFO : Epoch 1713 | loss: 0.0311108 | val_loss: 0.0311878 | Time: 2865.68 ms [2022-03-11 03:13:16 main:574] : INFO : Epoch 1714 | loss: 0.031116 | val_loss: 0.0311873 | Time: 2955.36 ms [2022-03-11 03:13:19 main:574] : INFO : Epoch 1715 | loss: 0.0311179 | val_loss: 0.0311904 | Time: 2861.24 ms [2022-03-11 03:13:22 main:574] : INFO : Epoch 1716 | loss: 0.0311102 | val_loss: 0.0311841 | Time: 3105.33 ms [2022-03-11 03:13:25 main:574] : INFO : Epoch 1717 | loss: 0.0311109 | val_loss: 0.031188 | Time: 2983.75 ms [2022-03-11 03:13:28 main:574] : INFO : Epoch 1718 | loss: 0.0311166 | val_loss: 0.0311914 | Time: 3065.68 ms [2022-03-11 03:13:31 main:574] : INFO : Epoch 1719 | loss: 0.0311098 | val_loss: 0.0311966 | Time: 2856.62 ms [2022-03-11 03:13:33 main:574] : INFO : Epoch 1720 | loss: 0.0311095 | val_loss: 0.0311888 | Time: 2929.29 ms [2022-03-11 03:13:36 main:574] : INFO : Epoch 1721 | loss: 0.0311079 | val_loss: 0.0311933 | Time: 2945.65 ms [2022-03-11 03:13:39 main:574] : INFO : Epoch 1722 | loss: 0.0311092 | val_loss: 0.0311835 | Time: 3008.51 ms [2022-03-11 03:13:42 main:574] : INFO : Epoch 1723 | loss: 0.03111 | val_loss: 0.0311905 | Time: 2937.68 ms [2022-03-11 03:13:45 main:574] : INFO : Epoch 1724 | loss: 0.0311058 | val_loss: 0.0311826 | Time: 2948.61 ms [2022-03-11 03:13:48 main:574] : INFO : Epoch 1725 | loss: 0.0311095 | val_loss: 0.0311921 | Time: 2899.32 ms [2022-03-11 03:13:51 main:574] : INFO : Epoch 1726 | loss: 0.0311144 | val_loss: 0.0311904 | Time: 2898.3 ms [2022-03-11 03:13:54 main:574] : INFO : Epoch 1727 | loss: 0.0311075 | val_loss: 0.0311919 | Time: 2939.67 ms [2022-03-11 03:13:57 main:574] : INFO : Epoch 1728 | loss: 0.0311036 | val_loss: 0.0311821 | Time: 2949.79 ms [2022-03-11 03:14:00 main:574] : INFO : Epoch 1729 | loss: 0.0311044 | val_loss: 0.031196 | Time: 2907.03 ms [2022-03-11 03:14:03 main:574] : INFO : Epoch 1730 | loss: 0.0311085 | val_loss: 0.0311935 | Time: 2902.92 ms [2022-03-11 03:14:06 main:574] : INFO : Epoch 1731 | loss: 0.0311078 | val_loss: 0.0311889 | Time: 2950.31 ms [2022-03-11 03:14:09 main:574] : INFO : Epoch 1732 | loss: 0.0311179 | val_loss: 0.0311797 | Time: 2987.66 ms [2022-03-11 03:14:12 main:574] : INFO : Epoch 1733 | loss: 0.0311331 | val_loss: 0.0311768 | Time: 2958.2 ms [2022-03-11 03:14:15 main:574] : INFO : Epoch 1734 | loss: 0.0311376 | val_loss: 0.0311743 | Time: 2878.89 ms [2022-03-11 03:14:18 main:574] : INFO : Epoch 1735 | loss: 0.0311293 | val_loss: 0.0311822 | Time: 2918.42 ms [2022-03-11 03:14:21 main:574] : INFO : Epoch 1736 | loss: 0.0311202 | val_loss: 0.0311879 | Time: 3069.52 ms [2022-03-11 03:14:24 main:574] : INFO : Epoch 1737 | loss: 0.0311141 | val_loss: 0.0311892 | Time: 2904.21 ms [2022-03-11 03:14:26 main:574] : INFO : Epoch 1738 | loss: 0.0311096 | val_loss: 0.031192 | Time: 2929.3 ms [2022-03-11 03:14:29 main:574] : INFO : Epoch 1739 | loss: 0.0311126 | val_loss: 0.0311839 | Time: 2887.54 ms [2022-03-11 03:14:32 main:574] : INFO : Epoch 1740 | loss: 0.0311161 | val_loss: 0.0311913 | Time: 2995.37 ms [2022-03-11 03:14:35 main:574] : INFO : Epoch 1741 | loss: 0.0311098 | val_loss: 0.0311927 | Time: 2995.02 ms [2022-03-11 03:14:38 main:574] : INFO : Epoch 1742 | loss: 0.0311132 | val_loss: 0.031191 | Time: 2960.61 ms [2022-03-11 03:14:41 main:574] : INFO : Epoch 1743 | loss: 0.0311123 | val_loss: 0.0311961 | Time: 2951.7 ms [2022-03-11 03:14:44 main:574] : INFO : Epoch 1744 | loss: 0.0311047 | val_loss: 0.0311802 | Time: 2957.4 ms [2022-03-11 03:14:47 main:574] : INFO : Epoch 1745 | loss: 0.0311058 | val_loss: 0.0311873 | Time: 2978.94 ms [2022-03-11 03:14:50 main:574] : INFO : Epoch 1746 | loss: 0.0311062 | val_loss: 0.0311911 | Time: 2918.42 ms [2022-03-11 03:14:53 main:574] : INFO : Epoch 1747 | loss: 0.0311051 | val_loss: 0.0311883 | Time: 2897.96 ms [2022-03-11 03:14:56 main:574] : INFO : Epoch 1748 | loss: 0.0311066 | val_loss: 0.03119 | Time: 2940.25 ms [2022-03-11 03:14:59 main:574] : INFO : Epoch 1749 | loss: 0.0311057 | val_loss: 0.0311895 | Time: 2911.97 ms [2022-03-11 03:15:02 main:574] : INFO : Epoch 1750 | loss: 0.0311048 | val_loss: 0.0311924 | Time: 2953.23 ms [2022-03-11 03:15:05 main:574] : INFO : Epoch 1751 | loss: 0.0311037 | val_loss: 0.0311871 | Time: 2938.83 ms [2022-03-11 03:15:08 main:574] : INFO : Epoch 1752 | loss: 0.0311035 | val_loss: 0.0311834 | Time: 2985.14 ms [2022-03-11 03:15:11 main:574] : INFO : Epoch 1753 | loss: 0.0311062 | val_loss: 0.0311873 | Time: 2929.85 ms [2022-03-11 03:15:14 main:574] : INFO : Epoch 1754 | loss: 0.0311076 | val_loss: 0.0311983 | Time: 3002.62 ms [2022-03-11 03:15:17 main:574] : INFO : Epoch 1755 | loss: 0.0311078 | val_loss: 0.0311855 | Time: 2898.32 ms [2022-03-11 03:15:20 main:574] : INFO : Epoch 1756 | loss: 0.0311092 | val_loss: 0.0311875 | Time: 2858.26 ms [2022-03-11 03:15:22 main:574] : INFO : Epoch 1757 | loss: 0.0311123 | val_loss: 0.0311951 | Time: 2927.6 ms [2022-03-11 03:15:25 main:574] : INFO : Epoch 1758 | loss: 0.0311185 | val_loss: 0.0311805 | Time: 2899.35 ms [2022-03-11 03:15:28 main:574] : INFO : Epoch 1759 | loss: 0.0311105 | val_loss: 0.0311872 | Time: 2953.15 ms [2022-03-11 03:15:31 main:574] : INFO : Epoch 1760 | loss: 0.0311195 | val_loss: 0.0311738 | Time: 2881.39 ms [2022-03-11 03:15:34 main:574] : INFO : Epoch 1761 | loss: 0.0311189 | val_loss: 0.031181 | Time: 2984.77 ms [2022-03-11 03:15:37 main:574] : INFO : Epoch 1762 | loss: 0.0311107 | val_loss: 0.0311892 | Time: 2968.03 ms [2022-03-11 03:15:40 main:574] : INFO : Epoch 1763 | loss: 0.0311099 | val_loss: 0.0311802 | Time: 2990.98 ms [2022-03-11 03:15:43 main:574] : INFO : Epoch 1764 | loss: 0.0311096 | val_loss: 0.0311817 | Time: 2943.11 ms [2022-03-11 03:15:46 main:574] : INFO : Epoch 1765 | loss: 0.0311098 | val_loss: 0.031184 | Time: 2966.42 ms [2022-03-11 03:15:49 main:574] : INFO : Epoch 1766 | loss: 0.0311064 | val_loss: 0.0311872 | Time: 3008.3 ms [2022-03-11 03:15:52 main:574] : INFO : Epoch 1767 | loss: 0.0311082 | val_loss: 0.0311933 | Time: 2959.21 ms [2022-03-11 03:15:55 main:574] : INFO : Epoch 1768 | loss: 0.0311046 | val_loss: 0.031197 | Time: 2955.77 ms [2022-03-11 03:15:58 main:574] : INFO : Epoch 1769 | loss: 0.0311049 | val_loss: 0.0312019 | Time: 2956.5 ms [2022-03-11 03:16:01 main:574] : INFO : Epoch 1770 | loss: 0.0311111 | val_loss: 0.031181 | Time: 2903.15 ms [2022-03-11 03:16:04 main:574] : INFO : Epoch 1771 | loss: 0.0311116 | val_loss: 0.0311844 | Time: 2921.01 ms [2022-03-11 03:16:07 main:574] : INFO : Epoch 1772 | loss: 0.0311056 | val_loss: 0.0311876 | Time: 2937.89 ms [2022-03-11 03:16:10 main:574] : INFO : Epoch 1773 | loss: 0.0311044 | val_loss: 0.0311872 | Time: 2918.93 ms [2022-03-11 03:16:13 main:574] : INFO : Epoch 1774 | loss: 0.0311069 | val_loss: 0.0311905 | Time: 2984.13 ms [2022-03-11 03:16:16 main:574] : INFO : Epoch 1775 | loss: 0.0311105 | val_loss: 0.0311993 | Time: 2934.59 ms [2022-03-11 03:16:19 main:574] : INFO : Epoch 1776 | loss: 0.0311089 | val_loss: 0.0311901 | Time: 2971.82 ms [2022-03-11 03:16:21 main:574] : INFO : Epoch 1777 | loss: 0.0311067 | val_loss: 0.0311943 | Time: 2930.59 ms [2022-03-11 03:16:24 main:574] : INFO : Epoch 1778 | loss: 0.0311088 | val_loss: 0.0311949 | Time: 2902.49 ms [2022-03-11 03:16:27 main:574] : INFO : Epoch 1779 | loss: 0.0311111 | val_loss: 0.0311964 | Time: 2979.08 ms [2022-03-11 03:16:30 main:574] : INFO : Epoch 1780 | loss: 0.031108 | val_loss: 0.0311962 | Time: 2929.12 ms [2022-03-11 03:16:33 main:574] : INFO : Epoch 1781 | loss: 0.0311077 | val_loss: 0.0311926 | Time: 2948.71 ms [2022-03-11 03:16:36 main:574] : INFO : Epoch 1782 | loss: 0.0311018 | val_loss: 0.0311848 | Time: 2846.9 ms [2022-03-11 03:16:39 main:574] : INFO : Epoch 1783 | loss: 0.031101 | val_loss: 0.0311918 | Time: 2915.97 ms [2022-03-11 03:16:42 main:574] : INFO : Epoch 1784 | loss: 0.0311092 | val_loss: 0.0311822 | Time: 2897.6 ms [2022-03-11 03:16:45 main:574] : INFO : Epoch 1785 | loss: 0.0311191 | val_loss: 0.0311841 | Time: 3065.55 ms [2022-03-11 03:16:48 main:574] : INFO : Epoch 1786 | loss: 0.0311089 | val_loss: 0.0311874 | Time: 2983.31 ms [2022-03-11 03:16:51 main:574] : INFO : Epoch 1787 | loss: 0.0311091 | val_loss: 0.0311951 | Time: 2896.55 ms [2022-03-11 03:16:54 main:574] : INFO : Epoch 1788 | loss: 0.0311064 | val_loss: 0.0311864 | Time: 2919.28 ms [2022-03-11 03:16:57 main:574] : INFO : Epoch 1789 | loss: 0.0311086 | val_loss: 0.0311886 | Time: 3013.9 ms [2022-03-11 03:17:00 main:574] : INFO : Epoch 1790 | loss: 0.0311126 | val_loss: 0.031188 | Time: 2974.14 ms [2022-03-11 03:17:03 main:574] : INFO : Epoch 1791 | loss: 0.0311044 | val_loss: 0.0311947 | Time: 2933.25 ms [2022-03-11 03:17:06 main:574] : INFO : Epoch 1792 | loss: 0.0311067 | val_loss: 0.0311783 | Time: 2948.54 ms [2022-03-11 03:17:09 main:574] : INFO : Epoch 1793 | loss: 0.0311059 | val_loss: 0.031199 | Time: 2932.21 ms [2022-03-11 03:17:12 main:574] : INFO : Epoch 1794 | loss: 0.0311068 | val_loss: 0.0311882 | Time: 2920.12 ms [2022-03-11 03:17:14 main:574] : INFO : Epoch 1795 | loss: 0.0311056 | val_loss: 0.0311937 | Time: 2924.76 ms [2022-03-11 03:17:17 main:574] : INFO : Epoch 1796 | loss: 0.0311012 | val_loss: 0.0311958 | Time: 2899.18 ms [2022-03-11 03:17:20 main:574] : INFO : Epoch 1797 | loss: 0.031104 | val_loss: 0.0311912 | Time: 2940.65 ms [2022-03-11 03:17:23 main:574] : INFO : Epoch 1798 | loss: 0.0311039 | val_loss: 0.0311832 | Time: 2959.59 ms [2022-03-11 03:17:26 main:574] : INFO : Epoch 1799 | loss: 0.0311024 | val_loss: 0.0311862 | Time: 2906.63 ms [2022-03-11 03:17:29 main:574] : INFO : Epoch 1800 | loss: 0.0311103 | val_loss: 0.0311998 | Time: 2928.26 ms [2022-03-11 03:17:32 main:574] : INFO : Epoch 1801 | loss: 0.031109 | val_loss: 0.0311805 | Time: 2977.38 ms [2022-03-11 03:17:35 main:574] : INFO : Epoch 1802 | loss: 0.0311074 | val_loss: 0.0311833 | Time: 2896.27 ms [2022-03-11 03:17:38 main:574] : INFO : Epoch 1803 | loss: 0.0311022 | val_loss: 0.0311886 | Time: 2958.43 ms [2022-03-11 03:17:41 main:574] : INFO : Epoch 1804 | loss: 0.0311014 | val_loss: 0.0311895 | Time: 2867.77 ms [2022-03-11 03:17:44 main:574] : INFO : Epoch 1805 | loss: 0.0311044 | val_loss: 0.031187 | Time: 2925.18 ms [2022-03-11 03:17:47 main:574] : INFO : Epoch 1806 | loss: 0.0311053 | val_loss: 0.0311863 | Time: 2871.38 ms [2022-03-11 03:17:50 main:574] : INFO : Epoch 1807 | loss: 0.031105 | val_loss: 0.031188 | Time: 3010.79 ms [2022-03-11 03:17:53 main:574] : INFO : Epoch 1808 | loss: 0.0311049 | val_loss: 0.0311938 | Time: 3170.67 ms [2022-03-11 03:17:56 main:574] : INFO : Epoch 1809 | loss: 0.0311027 | val_loss: 0.0311959 | Time: 2886.97 ms [2022-03-11 03:17:59 main:574] : INFO : Epoch 1810 | loss: 0.0311048 | val_loss: 0.0311846 | Time: 2940.96 ms [2022-03-11 03:18:02 main:574] : INFO : Epoch 1811 | loss: 0.0311031 | val_loss: 0.0311868 | Time: 3020.23 ms [2022-03-11 03:18:05 main:574] : INFO : Epoch 1812 | loss: 0.0311094 | val_loss: 0.0311822 | Time: 2931.2 ms [2022-03-11 03:18:08 main:574] : INFO : Epoch 1813 | loss: 0.0311052 | val_loss: 0.0311858 | Time: 2892.05 ms [2022-03-11 03:18:10 main:574] : INFO : Epoch 1814 | loss: 0.0311076 | val_loss: 0.0311901 | Time: 2881.67 ms [2022-03-11 03:18:13 main:574] : INFO : Epoch 1815 | loss: 0.0311065 | val_loss: 0.0311842 | Time: 2891.29 ms [2022-03-11 03:18:16 main:574] : INFO : Epoch 1816 | loss: 0.031102 | val_loss: 0.0311918 | Time: 2893.23 ms [2022-03-11 03:18:19 main:574] : INFO : Epoch 1817 | loss: 0.0311024 | val_loss: 0.0311984 | Time: 2945.98 ms [2022-03-11 03:18:22 main:574] : INFO : Epoch 1818 | loss: 0.0311027 | val_loss: 0.0311975 | Time: 2992.82 ms [2022-03-11 03:18:25 main:574] : INFO : Epoch 1819 | loss: 0.0310974 | val_loss: 0.031186 | Time: 2996.71 ms [2022-03-11 03:18:28 main:574] : INFO : Epoch 1820 | loss: 0.031102 | val_loss: 0.0311911 | Time: 2942.84 ms [2022-03-11 03:18:31 main:574] : INFO : Epoch 1821 | loss: 0.0311038 | val_loss: 0.0311884 | Time: 2942.34 ms [2022-03-11 03:18:34 main:574] : INFO : Epoch 1822 | loss: 0.0311075 | val_loss: 0.0311973 | Time: 2988.73 ms [2022-03-11 03:18:37 main:574] : INFO : Epoch 1823 | loss: 0.0311052 | val_loss: 0.0311854 | Time: 2944.95 ms [2022-03-11 03:18:40 main:574] : INFO : Epoch 1824 | loss: 0.0311049 | val_loss: 0.0311891 | Time: 2914.85 ms [2022-03-11 03:18:43 main:574] : INFO : Epoch 1825 | loss: 0.0311128 | val_loss: 0.0311913 | Time: 2914.31 ms [2022-03-11 03:18:46 main:574] : INFO : Epoch 1826 | loss: 0.0311079 | val_loss: 0.031181 | Time: 2965.34 ms [2022-03-11 03:18:49 main:574] : INFO : Epoch 1827 | loss: 0.0311108 | val_loss: 0.0311864 | Time: 2924.85 ms [2022-03-11 03:18:52 main:574] : INFO : Epoch 1828 | loss: 0.0311108 | val_loss: 0.0312012 | Time: 2919.55 ms [2022-03-11 03:18:55 main:574] : INFO : Epoch 1829 | loss: 0.0311077 | val_loss: 0.0312024 | Time: 2922.43 ms [2022-03-11 03:18:58 main:574] : INFO : Epoch 1830 | loss: 0.0311044 | val_loss: 0.0311926 | Time: 3057.62 ms [2022-03-11 03:19:01 main:574] : INFO : Epoch 1831 | loss: 0.0311035 | val_loss: 0.0311935 | Time: 2942.79 ms [2022-03-11 03:19:04 main:574] : INFO : Epoch 1832 | loss: 0.0311168 | val_loss: 0.0311781 | Time: 2924.69 ms [2022-03-11 03:19:06 main:574] : INFO : Epoch 1833 | loss: 0.0311125 | val_loss: 0.0311939 | Time: 2870.21 ms [2022-03-11 03:19:09 main:574] : INFO : Epoch 1834 | loss: 0.0311057 | val_loss: 0.0311914 | Time: 2992.99 ms [2022-03-11 03:19:12 main:574] : INFO : Epoch 1835 | loss: 0.0311065 | val_loss: 0.0311871 | Time: 2898.29 ms [2022-03-11 03:19:15 main:574] : INFO : Epoch 1836 | loss: 0.0311067 | val_loss: 0.0311898 | Time: 2951.41 ms [2022-03-11 03:19:18 main:574] : INFO : Epoch 1837 | loss: 0.0311018 | val_loss: 0.0312022 | Time: 2912.31 ms [2022-03-11 03:19:21 main:574] : INFO : Epoch 1838 | loss: 0.0311007 | val_loss: 0.0311948 | Time: 2938.05 ms [2022-03-11 03:19:24 main:574] : INFO : Epoch 1839 | loss: 0.0310981 | val_loss: 0.0311945 | Time: 2876.65 ms [2022-03-11 03:19:27 main:574] : INFO : Epoch 1840 | loss: 0.0311005 | val_loss: 0.0311931 | Time: 2940.06 ms [2022-03-11 03:19:30 main:574] : INFO : Epoch 1841 | loss: 0.0311004 | val_loss: 0.031195 | Time: 2925.38 ms [2022-03-11 03:19:33 main:574] : INFO : Epoch 1842 | loss: 0.0311015 | val_loss: 0.0311893 | Time: 2951.39 ms [2022-03-11 03:19:36 main:574] : INFO : Epoch 1843 | loss: 0.0311015 | val_loss: 0.0311965 | Time: 2890.57 ms [2022-03-11 03:19:39 main:574] : INFO : Epoch 1844 | loss: 0.0311032 | val_loss: 0.0311972 | Time: 2886.8 ms [2022-03-11 03:19:42 main:574] : INFO : Epoch 1845 | loss: 0.0311064 | val_loss: 0.031202 | Time: 2900.64 ms [2022-03-11 03:19:44 main:574] : INFO : Epoch 1846 | loss: 0.0311043 | val_loss: 0.0311889 | Time: 2899.46 ms [2022-03-11 03:19:47 main:574] : INFO : Epoch 1847 | loss: 0.0311021 | val_loss: 0.0312075 | Time: 2942.1 ms [2022-03-11 03:19:50 main:574] : INFO : Epoch 1848 | loss: 0.0311017 | val_loss: 0.0311898 | Time: 2958.98 ms [2022-03-11 03:19:53 main:574] : INFO : Epoch 1849 | loss: 0.0311004 | val_loss: 0.0312011 | Time: 2944.69 ms [2022-03-11 03:19:56 main:574] : INFO : Epoch 1850 | loss: 0.0311084 | val_loss: 0.0311944 | Time: 2935 ms [2022-03-11 03:19:59 main:574] : INFO : Epoch 1851 | loss: 0.0311077 | val_loss: 0.031195 | Time: 2890.13 ms [2022-03-11 03:20:02 main:574] : INFO : Epoch 1852 | loss: 0.0311021 | val_loss: 0.0311883 | Time: 2997.35 ms [2022-03-11 03:20:05 main:574] : INFO : Epoch 1853 | loss: 0.0311003 | val_loss: 0.0311959 | Time: 3090.95 ms [2022-03-11 03:20:08 main:574] : INFO : Epoch 1854 | loss: 0.0311002 | val_loss: 0.031195 | Time: 2982.92 ms [2022-03-11 03:20:11 main:574] : INFO : Epoch 1855 | loss: 0.031102 | val_loss: 0.0311967 | Time: 2935.05 ms [2022-03-11 03:20:14 main:574] : INFO : Epoch 1856 | loss: 0.0311001 | val_loss: 0.0311908 | Time: 2979.58 ms [2022-03-11 03:20:17 main:574] : INFO : Epoch 1857 | loss: 0.0311018 | val_loss: 0.0312006 | Time: 2997.74 ms [2022-03-11 03:20:20 main:574] : INFO : Epoch 1858 | loss: 0.0311011 | val_loss: 0.0311994 | Time: 2970.36 ms [2022-03-11 03:20:23 main:574] : INFO : Epoch 1859 | loss: 0.031102 | val_loss: 0.0311906 | Time: 2885.13 ms [2022-03-11 03:20:26 main:574] : INFO : Epoch 1860 | loss: 0.0311018 | val_loss: 0.0311955 | Time: 2849.89 ms [2022-03-11 03:20:29 main:574] : INFO : Epoch 1861 | loss: 0.0310996 | val_loss: 0.0311948 | Time: 2933.26 ms [2022-03-11 03:20:32 main:574] : INFO : Epoch 1862 | loss: 0.0310973 | val_loss: 0.031193 | Time: 2948.12 ms [2022-03-11 03:20:35 main:574] : INFO : Epoch 1863 | loss: 0.0310991 | val_loss: 0.0311898 | Time: 2968.95 ms [2022-03-11 03:20:38 main:574] : INFO : Epoch 1864 | loss: 0.0310994 | val_loss: 0.0311983 | Time: 2965.63 ms [2022-03-11 03:20:41 main:574] : INFO : Epoch 1865 | loss: 0.0311017 | val_loss: 0.0311872 | Time: 2941.46 ms [2022-03-11 03:20:43 main:574] : INFO : Epoch 1866 | loss: 0.0311052 | val_loss: 0.031205 | Time: 2850.51 ms [2022-03-11 03:20:46 main:574] : INFO : Epoch 1867 | loss: 0.0311039 | val_loss: 0.0311875 | Time: 2856.83 ms [2022-03-11 03:20:49 main:574] : INFO : Epoch 1868 | loss: 0.0311006 | val_loss: 0.0311841 | Time: 2923.44 ms [2022-03-11 03:20:52 main:574] : INFO : Epoch 1869 | loss: 0.0311018 | val_loss: 0.0311962 | Time: 2902.95 ms [2022-03-11 03:20:55 main:574] : INFO : Epoch 1870 | loss: 0.0310999 | val_loss: 0.0312079 | Time: 2925.67 ms [2022-03-11 03:20:58 main:574] : INFO : Epoch 1871 | loss: 0.0311008 | val_loss: 0.0311852 | Time: 2988.1 ms [2022-03-11 03:21:01 main:574] : INFO : Epoch 1872 | loss: 0.0311043 | val_loss: 0.0311836 | Time: 2907.29 ms [2022-03-11 03:21:04 main:574] : INFO : Epoch 1873 | loss: 0.0311034 | val_loss: 0.0311977 | Time: 2944.24 ms [2022-03-11 03:21:07 main:574] : INFO : Epoch 1874 | loss: 0.0311039 | val_loss: 0.0311888 | Time: 2930.87 ms [2022-03-11 03:21:10 main:574] : INFO : Epoch 1875 | loss: 0.0311058 | val_loss: 0.0311852 | Time: 3036.5 ms [2022-03-11 03:21:13 main:574] : INFO : Epoch 1876 | loss: 0.0311047 | val_loss: 0.0311835 | Time: 3094.42 ms [2022-03-11 03:21:16 main:574] : INFO : Epoch 1877 | loss: 0.0311001 | val_loss: 0.0311881 | Time: 2894.29 ms [2022-03-11 03:21:19 main:574] : INFO : Epoch 1878 | loss: 0.0311011 | val_loss: 0.0311869 | Time: 2999.69 ms [2022-03-11 03:21:22 main:574] : INFO : Epoch 1879 | loss: 0.0311032 | val_loss: 0.0311874 | Time: 2985.19 ms [2022-03-11 03:21:25 main:574] : INFO : Epoch 1880 | loss: 0.0311042 | val_loss: 0.031186 | Time: 2895.28 ms [2022-03-11 03:21:28 main:574] : INFO : Epoch 1881 | loss: 0.0311037 | val_loss: 0.0311881 | Time: 2886.56 ms [2022-03-11 03:21:31 main:574] : INFO : Epoch 1882 | loss: 0.0310992 | val_loss: 0.0311948 | Time: 2944.09 ms [2022-03-11 03:21:34 main:574] : INFO : Epoch 1883 | loss: 0.0310995 | val_loss: 0.0311941 | Time: 2987.71 ms [2022-03-11 03:21:36 main:574] : INFO : Epoch 1884 | loss: 0.0310983 | val_loss: 0.0311901 | Time: 2867.18 ms [2022-03-11 03:21:39 main:574] : INFO : Epoch 1885 | loss: 0.0310986 | val_loss: 0.0311922 | Time: 2928.6 ms [2022-03-11 03:21:42 main:574] : INFO : Epoch 1886 | loss: 0.0311 | val_loss: 0.0311952 | Time: 2897.73 ms [2022-03-11 03:21:45 main:574] : INFO : Epoch 1887 | loss: 0.0311036 | val_loss: 0.0311908 | Time: 2924.2 ms [2022-03-11 03:21:48 main:574] : INFO : Epoch 1888 | loss: 0.0311026 | val_loss: 0.0312032 | Time: 2879.79 ms [2022-03-11 03:21:51 main:574] : INFO : Epoch 1889 | loss: 0.0311011 | val_loss: 0.0312148 | Time: 2952.98 ms [2022-03-11 03:21:54 main:574] : INFO : Epoch 1890 | loss: 0.0311038 | val_loss: 0.0312017 | Time: 2966.19 ms [2022-03-11 03:21:57 main:574] : INFO : Epoch 1891 | loss: 0.0311061 | val_loss: 0.0311902 | Time: 2896.44 ms [2022-03-11 03:22:00 main:574] : INFO : Epoch 1892 | loss: 0.0311089 | val_loss: 0.031198 | Time: 2905.02 ms [2022-03-11 03:22:03 main:574] : INFO : Epoch 1893 | loss: 0.0311047 | val_loss: 0.0311887 | Time: 2964.37 ms [2022-03-11 03:22:06 main:574] : INFO : Epoch 1894 | loss: 0.0311093 | val_loss: 0.0311948 | Time: 2987.86 ms [2022-03-11 03:22:09 main:574] : INFO : Epoch 1895 | loss: 0.0311084 | val_loss: 0.0311826 | Time: 2906.81 ms [2022-03-11 03:22:12 main:574] : INFO : Epoch 1896 | loss: 0.0311118 | val_loss: 0.0311859 | Time: 2984.27 ms [2022-03-11 03:22:15 main:574] : INFO : Epoch 1897 | loss: 0.03111 | val_loss: 0.0311869 | Time: 3072.91 ms [2022-03-11 03:22:18 main:574] : INFO : Epoch 1898 | loss: 0.0311142 | val_loss: 0.0311966 | Time: 3023.35 ms [2022-03-11 03:22:21 main:574] : INFO : Epoch 1899 | loss: 0.0311128 | val_loss: 0.0311891 | Time: 2925.54 ms [2022-03-11 03:22:24 main:574] : INFO : Epoch 1900 | loss: 0.0311039 | val_loss: 0.0311924 | Time: 2901.39 ms [2022-03-11 03:22:27 main:574] : INFO : Epoch 1901 | loss: 0.031101 | val_loss: 0.0311899 | Time: 3020.19 ms [2022-03-11 03:22:30 main:574] : INFO : Epoch 1902 | loss: 0.0311036 | val_loss: 0.031192 | Time: 2931.55 ms [2022-03-11 03:22:33 main:574] : INFO : Epoch 1903 | loss: 0.0310992 | val_loss: 0.0311915 | Time: 2993.23 ms [2022-03-11 03:22:36 main:574] : INFO : Epoch 1904 | loss: 0.0310972 | val_loss: 0.0312001 | Time: 2900.61 ms [2022-03-11 03:22:38 main:574] : INFO : Epoch 1905 | loss: 0.0310968 | val_loss: 0.0311994 | Time: 2902.06 ms [2022-03-11 03:22:41 main:574] : INFO : Epoch 1906 | loss: 0.0310981 | val_loss: 0.0312018 | Time: 2950.25 ms [2022-03-11 03:22:44 main:574] : INFO : Epoch 1907 | loss: 0.0311034 | val_loss: 0.0311913 | Time: 2943.57 ms [2022-03-11 03:22:47 main:574] : INFO : Epoch 1908 | loss: 0.031106 | val_loss: 0.0311942 | Time: 3015 ms [2022-03-11 03:22:50 main:574] : INFO : Epoch 1909 | loss: 0.0311022 | val_loss: 0.0311949 | Time: 2964.36 ms [2022-03-11 03:22:53 main:574] : INFO : Epoch 1910 | loss: 0.0311041 | val_loss: 0.031185 | Time: 2996.62 ms [2022-03-11 03:22:56 main:574] : INFO : Epoch 1911 | loss: 0.0311028 | val_loss: 0.0312038 | Time: 2934.52 ms [2022-03-11 03:22:59 main:574] : INFO : Epoch 1912 | loss: 0.0311009 | val_loss: 0.0312005 | Time: 2941.42 ms [2022-03-11 03:23:02 main:574] : INFO : Epoch 1913 | loss: 0.0311063 | val_loss: 0.0311937 | Time: 2974.61 ms [2022-03-11 03:23:05 main:574] : INFO : Epoch 1914 | loss: 0.0311092 | val_loss: 0.0311903 | Time: 2955.03 ms [2022-03-11 03:23:08 main:574] : INFO : Epoch 1915 | loss: 0.0311022 | val_loss: 0.0311923 | Time: 2918.9 ms [2022-03-11 03:23:11 main:574] : INFO : Epoch 1916 | loss: 0.031107 | val_loss: 0.0311933 | Time: 2971.3 ms [2022-03-11 03:23:14 main:574] : INFO : Epoch 1917 | loss: 0.0311017 | val_loss: 0.0311987 | Time: 2970.39 ms [2022-03-11 03:23:17 main:574] : INFO : Epoch 1918 | loss: 0.0310976 | val_loss: 0.0311918 | Time: 2900.05 ms [2022-03-11 03:23:20 main:574] : INFO : Epoch 1919 | loss: 0.0310964 | val_loss: 0.0312021 | Time: 3128.16 ms [2022-03-11 03:23:23 main:574] : INFO : Epoch 1920 | loss: 0.0310983 | val_loss: 0.0311924 | Time: 3194.74 ms [2022-03-11 03:23:26 main:574] : INFO : Epoch 1921 | loss: 0.0310979 | val_loss: 0.0311947 | Time: 2961.88 ms [2022-03-11 03:23:29 main:574] : INFO : Epoch 1922 | loss: 0.0311016 | val_loss: 0.0311955 | Time: 2968.56 ms [2022-03-11 03:23:32 main:574] : INFO : Epoch 1923 | loss: 0.0311002 | val_loss: 0.0311937 | Time: 3242.24 ms [2022-03-11 03:23:35 main:574] : INFO : Epoch 1924 | loss: 0.0311059 | val_loss: 0.0311985 | Time: 2958.78 ms [2022-03-11 03:23:38 main:574] : INFO : Epoch 1925 | loss: 0.0311043 | val_loss: 0.0311968 | Time: 2921.34 ms [2022-03-11 03:23:41 main:574] : INFO : Epoch 1926 | loss: 0.0311005 | val_loss: 0.0312026 | Time: 2966.09 ms [2022-03-11 03:23:44 main:574] : INFO : Epoch 1927 | loss: 0.0310973 | val_loss: 0.0311947 | Time: 2893.87 ms [2022-03-11 03:23:47 main:574] : INFO : Epoch 1928 | loss: 0.0311006 | val_loss: 0.0311908 | Time: 2959.55 ms [2022-03-11 03:23:50 main:574] : INFO : Epoch 1929 | loss: 0.0311069 | val_loss: 0.0311963 | Time: 2951.43 ms [2022-03-11 03:23:53 main:574] : INFO : Epoch 1930 | loss: 0.0311015 | val_loss: 0.0311945 | Time: 2891.92 ms [2022-03-11 03:23:56 main:574] : INFO : Epoch 1931 | loss: 0.0311022 | val_loss: 0.0311974 | Time: 2876.45 ms [2022-03-11 03:23:59 main:574] : INFO : Epoch 1932 | loss: 0.0311036 | val_loss: 0.0311985 | Time: 2966.38 ms [2022-03-11 03:24:02 main:574] : INFO : Epoch 1933 | loss: 0.0311023 | val_loss: 0.0311962 | Time: 3039.36 ms [2022-03-11 03:24:05 main:574] : INFO : Epoch 1934 | loss: 0.0311006 | val_loss: 0.0311933 | Time: 2881.32 ms [2022-03-11 03:24:08 main:574] : INFO : Epoch 1935 | loss: 0.0310971 | val_loss: 0.0311901 | Time: 2900.27 ms [2022-03-11 03:24:11 main:574] : INFO : Epoch 1936 | loss: 0.0311071 | val_loss: 0.031184 | Time: 2931.91 ms [2022-03-11 03:24:14 main:574] : INFO : Epoch 1937 | loss: 0.0311354 | val_loss: 0.0311794 | Time: 2945.32 ms [2022-03-11 03:24:17 main:574] : INFO : Epoch 1938 | loss: 0.031135 | val_loss: 0.0311832 | Time: 2994.54 ms [2022-03-11 03:24:20 main:574] : INFO : Epoch 1939 | loss: 0.0311228 | val_loss: 0.0311879 | Time: 2958.89 ms [2022-03-11 03:24:22 main:574] : INFO : Epoch 1940 | loss: 0.0311117 | val_loss: 0.0311812 | Time: 2933.99 ms [2022-03-11 03:24:25 main:574] : INFO : Epoch 1941 | loss: 0.0311087 | val_loss: 0.0311888 | Time: 3012.1 ms [2022-03-11 03:24:29 main:574] : INFO : Epoch 1942 | loss: 0.0311029 | val_loss: 0.031187 | Time: 3069.56 ms [2022-03-11 03:24:31 main:574] : INFO : Epoch 1943 | loss: 0.0311051 | val_loss: 0.0311939 | Time: 2925.38 ms [2022-03-11 03:24:34 main:574] : INFO : Epoch 1944 | loss: 0.0311027 | val_loss: 0.031189 | Time: 2910.7 ms [2022-03-11 03:24:37 main:574] : INFO : Epoch 1945 | loss: 0.0310985 | val_loss: 0.0311894 | Time: 2981.58 ms [2022-03-11 03:24:40 main:574] : INFO : Epoch 1946 | loss: 0.0310999 | val_loss: 0.031198 | Time: 2933.65 ms [2022-03-11 03:24:43 main:574] : INFO : Epoch 1947 | loss: 0.031096 | val_loss: 0.0311904 | Time: 2920.16 ms [2022-03-11 03:24:46 main:574] : INFO : Epoch 1948 | loss: 0.0310986 | val_loss: 0.0311939 | Time: 2885.18 ms [2022-03-11 03:24:49 main:574] : INFO : Epoch 1949 | loss: 0.0310973 | val_loss: 0.0311974 | Time: 2960.11 ms [2022-03-11 03:24:52 main:574] : INFO : Epoch 1950 | loss: 0.031099 | val_loss: 0.0311953 | Time: 2910.43 ms [2022-03-11 03:24:55 main:574] : INFO : Epoch 1951 | loss: 0.0310986 | val_loss: 0.031199 | Time: 2987.49 ms [2022-03-11 03:24:58 main:574] : INFO : Epoch 1952 | loss: 0.0310979 | val_loss: 0.0311853 | Time: 2962.65 ms [2022-03-11 03:25:01 main:574] : INFO : Epoch 1953 | loss: 0.0310998 | val_loss: 0.0311903 | Time: 2979.18 ms [2022-03-11 03:25:04 main:574] : INFO : Epoch 1954 | loss: 0.0310967 | val_loss: 0.0311961 | Time: 2905.63 ms [2022-03-11 03:25:07 main:574] : INFO : Epoch 1955 | loss: 0.0310998 | val_loss: 0.0311888 | Time: 2931.14 ms [2022-03-11 03:25:10 main:574] : INFO : Epoch 1956 | loss: 0.0311008 | val_loss: 0.0311995 | Time: 2862.99 ms [2022-03-11 03:25:13 main:574] : INFO : Epoch 1957 | loss: 0.0311115 | val_loss: 0.0311805 | Time: 2941.47 ms [2022-03-11 03:25:16 main:574] : INFO : Epoch 1958 | loss: 0.0311038 | val_loss: 0.031199 | Time: 2928.53 ms [2022-03-11 03:25:18 main:574] : INFO : Epoch 1959 | loss: 0.0310978 | val_loss: 0.0311902 | Time: 2885.25 ms [2022-03-11 03:25:21 main:574] : INFO : Epoch 1960 | loss: 0.0311024 | val_loss: 0.0311909 | Time: 2933.46 ms [2022-03-11 03:25:24 main:574] : INFO : Epoch 1961 | loss: 0.0311002 | val_loss: 0.0312025 | Time: 2856.74 ms [2022-03-11 03:25:27 main:574] : INFO : Epoch 1962 | loss: 0.0311001 | val_loss: 0.0311897 | Time: 2951.64 ms [2022-03-11 03:25:30 main:574] : INFO : Epoch 1963 | loss: 0.0310994 | val_loss: 0.0311917 | Time: 2894.85 ms [2022-03-11 03:25:33 main:574] : INFO : Epoch 1964 | loss: 0.0311123 | val_loss: 0.0311947 | Time: 3036.32 ms [2022-03-11 03:25:36 main:574] : INFO : Epoch 1965 | loss: 0.0311029 | val_loss: 0.0311936 | Time: 2908.35 ms [2022-03-11 03:25:39 main:574] : INFO : Epoch 1966 | loss: 0.0311056 | val_loss: 0.03119 | Time: 2906.58 ms [2022-03-11 03:25:42 main:574] : INFO : Epoch 1967 | loss: 0.0311096 | val_loss: 0.0311912 | Time: 2941.9 ms [2022-03-11 03:25:45 main:574] : INFO : Epoch 1968 | loss: 0.0311131 | val_loss: 0.0311845 | Time: 3016.66 ms [2022-03-11 03:25:48 main:574] : INFO : Epoch 1969 | loss: 0.0311239 | val_loss: 0.0311835 | Time: 2963.37 ms [2022-03-11 03:25:51 main:574] : INFO : Epoch 1970 | loss: 0.0311121 | val_loss: 0.031189 | Time: 2885.84 ms [2022-03-11 03:25:54 main:574] : INFO : Epoch 1971 | loss: 0.0311077 | val_loss: 0.0311883 | Time: 2954.48 ms [2022-03-11 03:25:57 main:574] : INFO : Epoch 1972 | loss: 0.0311038 | val_loss: 0.0311922 | Time: 2991.84 ms [2022-03-11 03:26:00 main:574] : INFO : Epoch 1973 | loss: 0.0311069 | val_loss: 0.0311851 | Time: 2923.35 ms [2022-03-11 03:26:03 main:574] : INFO : Epoch 1974 | loss: 0.0311047 | val_loss: 0.0311916 | Time: 2884.7 ms [2022-03-11 03:26:06 main:574] : INFO : Epoch 1975 | loss: 0.0311023 | val_loss: 0.0311877 | Time: 2977.28 ms [2022-03-11 03:26:08 main:574] : INFO : Epoch 1976 | loss: 0.0311055 | val_loss: 0.0311953 | Time: 2946.22 ms [2022-03-11 03:26:11 main:574] : INFO : Epoch 1977 | loss: 0.0311056 | val_loss: 0.0311931 | Time: 2923.36 ms [2022-03-11 03:26:14 main:574] : INFO : Epoch 1978 | loss: 0.0311015 | val_loss: 0.0311886 | Time: 2954.46 ms [2022-03-11 03:26:17 main:574] : INFO : Epoch 1979 | loss: 0.0310994 | val_loss: 0.0311866 | Time: 2938.34 ms [2022-03-11 03:26:20 main:574] : INFO : Epoch 1980 | loss: 0.0311016 | val_loss: 0.0311923 | Time: 2934.15 ms [2022-03-11 03:26:23 main:574] : INFO : Epoch 1981 | loss: 0.0311021 | val_loss: 0.0311963 | Time: 2900.09 ms [2022-03-11 03:26:26 main:574] : INFO : Epoch 1982 | loss: 0.0310987 | val_loss: 0.0311942 | Time: 2950.42 ms [2022-03-11 03:26:29 main:574] : INFO : Epoch 1983 | loss: 0.0311004 | val_loss: 0.0311973 | Time: 2920.46 ms [2022-03-11 03:26:32 main:574] : INFO : Epoch 1984 | loss: 0.031099 | val_loss: 0.0311969 | Time: 2937.25 ms [2022-03-11 03:26:35 main:574] : INFO : Epoch 1985 | loss: 0.0310969 | val_loss: 0.0312009 | Time: 2973.61 ms [2022-03-11 03:26:38 main:574] : INFO : Epoch 1986 | loss: 0.0310959 | val_loss: 0.0311964 | Time: 3000.09 ms [2022-03-11 03:26:41 main:574] : INFO : Epoch 1987 | loss: 0.0310976 | val_loss: 0.0311893 | Time: 3010.44 ms [2022-03-11 03:26:44 main:574] : INFO : Epoch 1988 | loss: 0.0311007 | val_loss: 0.0311886 | Time: 2940.73 ms [2022-03-11 03:26:47 main:574] : INFO : Epoch 1989 | loss: 0.0311002 | val_loss: 0.0311885 | Time: 2993.64 ms [2022-03-11 03:26:50 main:574] : INFO : Epoch 1990 | loss: 0.0311015 | val_loss: 0.0312012 | Time: 2985.08 ms [2022-03-11 03:26:53 main:574] : INFO : Epoch 1991 | loss: 0.031096 | val_loss: 0.0312035 | Time: 2927.26 ms [2022-03-11 03:26:56 main:574] : INFO : Epoch 1992 | loss: 0.0310946 | val_loss: 0.0311966 | Time: 2917.31 ms [2022-03-11 03:26:59 main:574] : INFO : Epoch 1993 | loss: 0.031101 | val_loss: 0.0311826 | Time: 2946.45 ms [2022-03-11 03:27:02 main:574] : INFO : Epoch 1994 | loss: 0.0310993 | val_loss: 0.0311993 | Time: 2900.15 ms [2022-03-11 03:27:04 main:574] : INFO : Epoch 1995 | loss: 0.0310979 | val_loss: 0.0311903 | Time: 2917.19 ms [2022-03-11 03:27:07 main:574] : INFO : Epoch 1996 | loss: 0.0310991 | val_loss: 0.0311937 | Time: 2883.64 ms [2022-03-11 03:27:10 main:574] : INFO : Epoch 1997 | loss: 0.0310994 | val_loss: 0.0312071 | Time: 2944.73 ms [2022-03-11 03:27:13 main:574] : INFO : Epoch 1998 | loss: 0.0310992 | val_loss: 0.0312027 | Time: 2937.69 ms [2022-03-11 03:27:16 main:574] : INFO : Epoch 1999 | loss: 0.0311006 | val_loss: 0.0311922 | Time: 2942.55 ms [2022-03-11 03:27:19 main:574] : INFO : Epoch 2000 | loss: 0.0310978 | val_loss: 0.0311914 | Time: 2915.45 ms [2022-03-11 03:27:22 main:574] : INFO : Epoch 2001 | loss: 0.0310975 | val_loss: 0.031199 | Time: 2854.48 ms [2022-03-11 03:27:25 main:574] : INFO : Epoch 2002 | loss: 0.0311006 | val_loss: 0.0311916 | Time: 2884.93 ms [2022-03-11 03:27:28 main:574] : INFO : Epoch 2003 | loss: 0.031099 | val_loss: 0.0311882 | Time: 2879.17 ms [2022-03-11 03:27:31 main:574] : INFO : Epoch 2004 | loss: 0.0310983 | val_loss: 0.0311929 | Time: 2906.62 ms [2022-03-11 03:27:34 main:574] : INFO : Epoch 2005 | loss: 0.0310932 | val_loss: 0.0312003 | Time: 2945.78 ms [2022-03-11 03:27:37 main:574] : INFO : Epoch 2006 | loss: 0.0310988 | val_loss: 0.0311918 | Time: 2979.53 ms [2022-03-11 03:27:40 main:574] : INFO : Epoch 2007 | loss: 0.0310981 | val_loss: 0.0311916 | Time: 2901.88 ms [2022-03-11 03:27:42 main:574] : INFO : Epoch 2008 | loss: 0.0311043 | val_loss: 0.0311829 | Time: 2949.36 ms [2022-03-11 03:27:46 main:574] : INFO : Epoch 2009 | loss: 0.0311113 | val_loss: 0.0311836 | Time: 3104.12 ms [2022-03-11 03:27:49 main:574] : INFO : Epoch 2010 | loss: 0.0311165 | val_loss: 0.0311865 | Time: 3002.27 ms [2022-03-11 03:27:52 main:574] : INFO : Epoch 2011 | loss: 0.0311116 | val_loss: 0.0311989 | Time: 2941.19 ms [2022-03-11 03:27:55 main:574] : INFO : Epoch 2012 | loss: 0.0311059 | val_loss: 0.0311866 | Time: 3036.72 ms [2022-03-11 03:27:58 main:574] : INFO : Epoch 2013 | loss: 0.0311029 | val_loss: 0.0311929 | Time: 3041.05 ms [2022-03-11 03:28:01 main:574] : INFO : Epoch 2014 | loss: 0.0310982 | val_loss: 0.0311957 | Time: 2942.63 ms [2022-03-11 03:28:04 main:574] : INFO : Epoch 2015 | loss: 0.0311009 | val_loss: 0.0311904 | Time: 2933.93 ms [2022-03-11 03:28:06 main:574] : INFO : Epoch 2016 | loss: 0.0311014 | val_loss: 0.0311997 | Time: 2878.36 ms [2022-03-11 03:28:09 main:574] : INFO : Epoch 2017 | loss: 0.0310969 | val_loss: 0.0311933 | Time: 2903.79 ms [2022-03-11 03:28:12 main:574] : INFO : Epoch 2018 | loss: 0.0310972 | val_loss: 0.0312 | Time: 2932.76 ms [2022-03-11 03:28:15 main:574] : INFO : Epoch 2019 | loss: 0.0310964 | val_loss: 0.0311836 | Time: 2961.03 ms [2022-03-11 03:28:18 main:574] : INFO : Epoch 2020 | loss: 0.0310962 | val_loss: 0.0311956 | Time: 2930.29 ms [2022-03-11 03:28:21 main:574] : INFO : Epoch 2021 | loss: 0.0311124 | val_loss: 0.031182 | Time: 2955.33 ms [2022-03-11 03:28:24 main:574] : INFO : Epoch 2022 | loss: 0.031119 | val_loss: 0.0311931 | Time: 2936.52 ms [2022-03-11 03:28:27 main:574] : INFO : Epoch 2023 | loss: 0.0311061 | val_loss: 0.0311962 | Time: 2909.72 ms [2022-03-11 03:28:30 main:574] : INFO : Epoch 2024 | loss: 0.0311068 | val_loss: 0.0311916 | Time: 2888.94 ms [2022-03-11 03:28:33 main:574] : INFO : Epoch 2025 | loss: 0.0311012 | val_loss: 0.0311936 | Time: 2931.74 ms [2022-03-11 03:28:36 main:574] : INFO : Epoch 2026 | loss: 0.0310999 | val_loss: 0.0311889 | Time: 2900.11 ms [2022-03-11 03:28:39 main:574] : INFO : Epoch 2027 | loss: 0.0310956 | val_loss: 0.0311855 | Time: 2959.4 ms [2022-03-11 03:28:42 main:574] : INFO : Epoch 2028 | loss: 0.0311075 | val_loss: 0.031192 | Time: 2907.35 ms [2022-03-11 03:28:44 main:574] : INFO : Epoch 2029 | loss: 0.0311082 | val_loss: 0.0312017 | Time: 2909.86 ms [2022-03-11 03:28:47 main:574] : INFO : Epoch 2030 | loss: 0.0310987 | val_loss: 0.031186 | Time: 2850.61 ms [2022-03-11 03:28:50 main:574] : INFO : Epoch 2031 | loss: 0.0311006 | val_loss: 0.0311989 | Time: 3127.14 ms [2022-03-11 03:28:53 main:574] : INFO : Epoch 2032 | loss: 0.0310969 | val_loss: 0.0311989 | Time: 3014.01 ms [2022-03-11 03:28:56 main:574] : INFO : Epoch 2033 | loss: 0.0310982 | val_loss: 0.0311955 | Time: 2877.04 ms [2022-03-11 03:28:59 main:574] : INFO : Epoch 2034 | loss: 0.0311015 | val_loss: 0.0311909 | Time: 2921.52 ms [2022-03-11 03:29:02 main:574] : INFO : Epoch 2035 | loss: 0.0310982 | val_loss: 0.0311938 | Time: 3053.66 ms [2022-03-11 03:29:05 main:574] : INFO : Epoch 2036 | loss: 0.0311024 | val_loss: 0.0311977 | Time: 2902.47 ms [2022-03-11 03:29:08 main:574] : INFO : Epoch 2037 | loss: 0.031101 | val_loss: 0.0311905 | Time: 2906.91 ms [2022-03-11 03:29:11 main:574] : INFO : Epoch 2038 | loss: 0.0310984 | val_loss: 0.0311985 | Time: 2931.66 ms [2022-03-11 03:29:14 main:574] : INFO : Epoch 2039 | loss: 0.0311028 | val_loss: 0.0311927 | Time: 2921.95 ms [2022-03-11 03:29:17 main:574] : INFO : Epoch 2040 | loss: 0.0311051 | val_loss: 0.0311827 | Time: 2914.9 ms [2022-03-11 03:29:20 main:574] : INFO : Epoch 2041 | loss: 0.0311056 | val_loss: 0.0311848 | Time: 2935.34 ms [2022-03-11 03:29:23 main:574] : INFO : Epoch 2042 | loss: 0.0311051 | val_loss: 0.0311905 | Time: 3086.91 ms [2022-03-11 03:29:26 main:574] : INFO : Epoch 2043 | loss: 0.0311052 | val_loss: 0.031188 | Time: 2936.31 ms [2022-03-11 03:29:29 main:574] : INFO : Epoch 2044 | loss: 0.0311068 | val_loss: 0.0311894 | Time: 2870.4 ms [2022-03-11 03:29:32 main:574] : INFO : Epoch 2045 | loss: 0.0311106 | val_loss: 0.0311805 | Time: 2932 ms [2022-03-11 03:29:35 main:574] : INFO : Epoch 2046 | loss: 0.0311182 | val_loss: 0.0311855 | Time: 2855.11 ms [2022-03-11 03:29:37 main:574] : INFO : Epoch 2047 | loss: 0.0311245 | val_loss: 0.031187 | Time: 2925.96 ms [2022-03-11 03:29:40 main:574] : INFO : Epoch 2048 | loss: 0.031119 | val_loss: 0.0311937 | Time: 2901.23 ms [2022-03-11 03:29:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311937 [2022-03-11 03:29:40 main:603] : INFO : Saving end state to config to file [2022-03-11 03:29:40 main:608] : INFO : Success, exiting.. 03:29:40 (10560): 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)