Task 13716135
| Name | ParityModified-1647043916-18304-2-0_0 |
| Workunit | 10805617 |
| Created | 24 Mar 2022, 16:58:17 UTC |
| Sent | 31 Mar 2022, 21:55:56 UTC |
| Report deadline | 8 Apr 2022, 21:55:56 UTC |
| Received | 31 Mar 2022, 23:56:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6260 |
| Run time | 1 hours 46 min 30 sec |
| CPU time | 1 hours 37 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7:54 main:574] : INFO : Epoch 1542 | loss: 0.0311725 | val_loss: 0.0311886 | Time: 3201.01 ms [2022-03-31 16:27:58 main:574] : INFO : Epoch 1543 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 3125.77 ms [2022-03-31 16:28:01 main:574] : INFO : Epoch 1544 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 3080.91 ms [2022-03-31 16:28:04 main:574] : INFO : Epoch 1545 | loss: 0.0311708 | val_loss: 0.0311854 | Time: 3167.94 ms [2022-03-31 16:28:07 main:574] : INFO : Epoch 1546 | loss: 0.0311712 | val_loss: 0.0311803 | Time: 3046.98 ms [2022-03-31 16:28:10 main:574] : INFO : Epoch 1547 | loss: 0.031174 | val_loss: 0.0311784 | Time: 3088.65 ms [2022-03-31 16:28:13 main:574] : INFO : Epoch 1548 | loss: 0.0311726 | val_loss: 0.0311822 | Time: 3116.74 ms [2022-03-31 16:28:16 main:574] : INFO : Epoch 1549 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 3097.73 ms [2022-03-31 16:28:19 main:574] : INFO : Epoch 1550 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 3012.46 ms [2022-03-31 16:28:22 main:574] : INFO : Epoch 1551 | loss: 0.0311836 | val_loss: 0.031183 | Time: 3061.09 ms [2022-03-31 16:28:25 main:574] : INFO : Epoch 1552 | loss: 0.0311878 | val_loss: 0.0311815 | Time: 3111.46 ms [2022-03-31 16:28:28 main:574] : INFO : Epoch 1553 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 3044.16 ms [2022-03-31 16:28:32 main:574] : INFO : Epoch 1554 | loss: 0.0311939 | val_loss: 0.031187 | Time: 3105.96 ms [2022-03-31 16:28:35 main:574] : INFO : Epoch 1555 | loss: 0.0312028 | val_loss: 0.0312046 | Time: 3094.07 ms [2022-03-31 16:28:38 main:574] : INFO : Epoch 1556 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 3098.67 ms [2022-03-31 16:28:41 main:574] : INFO : Epoch 1557 | loss: 0.0311999 | val_loss: 0.0311982 | Time: 3080.8 ms [2022-03-31 16:28:44 main:574] : INFO : Epoch 1558 | loss: 0.0311982 | val_loss: 0.0311968 | Time: 3030.57 ms [2022-03-31 16:28:47 main:574] : INFO : Epoch 1559 | loss: 0.0311974 | val_loss: 0.0311999 | Time: 3126.22 ms [2022-03-31 16:28:50 main:574] : INFO : Epoch 1560 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 3058.59 ms [2022-03-31 16:28:53 main:574] : INFO : Epoch 1561 | loss: 0.0311948 | val_loss: 0.0311964 | Time: 3087.52 ms [2022-03-31 16:28:56 main:574] : INFO : Epoch 1562 | loss: 0.0311938 | val_loss: 0.031194 | Time: 3090.04 ms [2022-03-31 16:28:59 main:574] : INFO : Epoch 1563 | loss: 0.0311941 | val_loss: 0.031195 | Time: 3105.1 ms [2022-03-31 16:29:03 main:574] : INFO : Epoch 1564 | loss: 0.0312004 | val_loss: 0.0312066 | Time: 3161.2 ms [2022-03-31 16:29:06 main:574] : INFO : Epoch 1565 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 3165.4 ms [2022-03-31 16:29:09 main:574] : INFO : Epoch 1566 | loss: 0.031236 | val_loss: 0.0312328 | Time: 3015.32 ms [2022-03-31 16:29:12 main:574] : INFO : Epoch 1567 | loss: 0.0312287 | val_loss: 0.0312226 | Time: 2994.56 ms [2022-03-31 16:29:15 main:574] : INFO : Epoch 1568 | loss: 0.0312231 | val_loss: 0.031223 | Time: 3083.29 ms [2022-03-31 16:29:18 main:574] : INFO : Epoch 1569 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 3089.52 ms [2022-03-31 16:29:21 main:574] : INFO : Epoch 1570 | loss: 0.0312208 | val_loss: 0.0312244 | Time: 3144 ms [2022-03-31 16:29:24 main:574] : INFO : Epoch 1571 | loss: 0.0312206 | val_loss: 0.0312207 | Time: 3139.52 ms [2022-03-31 16:29:27 main:574] : INFO : Epoch 1572 | loss: 0.0312164 | val_loss: 0.0312132 | Time: 3091.4 ms [2022-03-31 16:29:30 main:574] : INFO : Epoch 1573 | loss: 0.031215 | val_loss: 0.0312143 | Time: 3084.5 ms [2022-03-31 16:29:34 main:574] : INFO : Epoch 1574 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 3295.05 ms [2022-03-31 16:29:37 main:574] : INFO : Epoch 1575 | loss: 0.0312128 | val_loss: 0.031211 | Time: 3111.79 ms [2022-03-31 16:29:40 main:574] : INFO : Epoch 1576 | loss: 0.031212 | val_loss: 0.0312114 | Time: 3191.54 ms [2022-03-31 16:29:43 main:574] : INFO : Epoch 1577 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 3091.78 ms [2022-03-31 16:29:46 main:574] : INFO : Epoch 1578 | loss: 0.0312137 | val_loss: 0.0312136 | Time: 3184.82 ms [2022-03-31 16:29:49 main:574] : INFO : Epoch 1579 | loss: 0.0312147 | val_loss: 0.0312117 | Time: 3115.19 ms [2022-03-31 16:29:52 main:574] : INFO : Epoch 1580 | loss: 0.0312119 | val_loss: 0.0312096 | Time: 3024.13 ms [2022-03-31 16:29:55 main:574] : INFO : Epoch 1581 | loss: 0.031211 | val_loss: 0.0312097 | Time: 3080.4 ms [2022-03-31 16:29:59 main:574] : INFO : Epoch 1582 | loss: 0.0312103 | val_loss: 0.0312079 | Time: 3257.13 ms [2022-03-31 16:30:02 main:574] : INFO : Epoch 1583 | loss: 0.031209 | val_loss: 0.0312076 | Time: 3063.86 ms [2022-03-31 16:30:05 main:574] : INFO : Epoch 1584 | loss: 0.0312109 | val_loss: 0.0312082 | Time: 3173.05 ms [2022-03-31 16:30:08 main:574] : INFO : Epoch 1585 | loss: 0.0312086 | val_loss: 0.0312082 | Time: 3146.44 ms [2022-03-31 16:30:11 main:574] : INFO : Epoch 1586 | loss: 0.0312088 | val_loss: 0.0312111 | Time: 3069.24 ms [2022-03-31 16:30:14 main:574] : INFO : Epoch 1587 | loss: 0.0312277 | val_loss: 0.0312314 | Time: 3088.77 ms [2022-03-31 16:30:17 main:574] : INFO : Epoch 1588 | loss: 0.0312305 | val_loss: 0.031225 | Time: 3164.37 ms [2022-03-31 16:30:20 main:574] : INFO : Epoch 1589 | loss: 0.0312228 | val_loss: 0.0312164 | Time: 3035.48 ms [2022-03-31 16:30:24 main:574] : INFO : Epoch 1590 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 3048.23 ms [2022-03-31 16:30:27 main:574] : INFO : Epoch 1591 | loss: 0.0312167 | val_loss: 0.0312127 | Time: 3085.57 ms [2022-03-31 16:30:30 main:574] : INFO : Epoch 1592 | loss: 0.0312137 | val_loss: 0.0312116 | Time: 3080.98 ms [2022-03-31 16:30:33 main:574] : INFO : Epoch 1593 | loss: 0.0312132 | val_loss: 0.0312105 | Time: 3129.99 ms [2022-03-31 16:30:36 main:574] : INFO : Epoch 1594 | loss: 0.0312124 | val_loss: 0.0312169 | Time: 3163.63 ms [2022-03-31 16:30:39 main:574] : INFO : Epoch 1595 | loss: 0.031212 | val_loss: 0.0312112 | Time: 3112.84 ms [2022-03-31 16:30:42 main:574] : INFO : Epoch 1596 | loss: 0.031212 | val_loss: 0.0312162 | Time: 3071.32 ms [2022-03-31 16:30:45 main:574] : INFO : Epoch 1597 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 3098.23 ms [2022-03-31 16:30:48 main:574] : INFO : Epoch 1598 | loss: 0.0312112 | val_loss: 0.0312104 | Time: 3108.63 ms [2022-03-31 16:30:52 main:574] : INFO : Epoch 1599 | loss: 0.0312096 | val_loss: 0.0312097 | Time: 3174.33 ms [2022-03-31 16:30:55 main:574] : INFO : Epoch 1600 | loss: 0.031208 | val_loss: 0.0312094 | Time: 3084.52 ms [2022-03-31 16:30:58 main:574] : INFO : Epoch 1601 | loss: 0.0312081 | val_loss: 0.0312111 | Time: 3213.23 ms [2022-03-31 16:31:01 main:574] : INFO : Epoch 1602 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 3096.94 ms [2022-03-31 16:31:04 main:574] : INFO : Epoch 1603 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 3088.92 ms [2022-03-31 16:31:07 main:574] : INFO : Epoch 1604 | loss: 0.0312075 | val_loss: 0.0312105 | Time: 3265.65 ms [2022-03-31 16:31:11 main:574] : INFO : Epoch 1605 | loss: 0.0312126 | val_loss: 0.0312092 | Time: 3159.99 ms [2022-03-31 16:31:14 main:574] : INFO : Epoch 1606 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 3124.4 ms [2022-03-31 16:31:17 main:574] : INFO : Epoch 1607 | loss: 0.0312063 | val_loss: 0.0312071 | Time: 3054.57 ms [2022-03-31 16:31:20 main:574] : INFO : Epoch 1608 | loss: 0.0312072 | val_loss: 0.0312075 | Time: 3121.4 ms [2022-03-31 16:31:23 main:574] : INFO : Epoch 1609 | loss: 0.0312062 | val_loss: 0.0312129 | Time: 3023.3 ms [2022-03-31 16:31:26 main:574] : INFO : Epoch 1610 | loss: 0.0312072 | val_loss: 0.0312066 | Time: 3016.66 ms [2022-03-31 16:31:29 main:574] : INFO : Epoch 1611 | loss: 0.0312063 | val_loss: 0.0312084 | Time: 3078.02 ms [2022-03-31 16:31:32 main:574] : INFO : Epoch 1612 | loss: 0.0312064 | val_loss: 0.0312104 | Time: 3176.65 ms [2022-03-31 16:31:35 main:574] : INFO : Epoch 1613 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 3115.7 ms [2022-03-31 16:31:38 main:574] : INFO : Epoch 1614 | loss: 0.0312054 | val_loss: 0.0312056 | Time: 3203.19 ms [2022-03-31 16:31:41 main:574] : INFO : Epoch 1615 | loss: 0.0312042 | val_loss: 0.0312064 | Time: 3047.05 ms [2022-03-31 16:31:44 main:574] : INFO : Epoch 1616 | loss: 0.031206 | val_loss: 0.0312069 | Time: 2999.5 ms [2022-03-31 16:31:48 main:574] : INFO : Epoch 1617 | loss: 0.031205 | val_loss: 0.0312041 | Time: 3200.97 ms [2022-03-31 16:31:51 main:574] : INFO : Epoch 1618 | loss: 0.0312056 | val_loss: 0.0312039 | Time: 3047.82 ms [2022-03-31 16:31:54 main:574] : INFO : Epoch 1619 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 2995.82 ms [2022-03-31 16:31:57 main:574] : INFO : Epoch 1620 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 3075.43 ms [2022-03-31 16:32:00 main:574] : INFO : Epoch 1621 | loss: 0.0312032 | val_loss: 0.0312053 | Time: 3106.68 ms [2022-03-31 16:32:03 main:574] : INFO : Epoch 1622 | loss: 0.0312045 | val_loss: 0.0312118 | Time: 3139.7 ms [2022-03-31 16:32:06 main:574] : INFO : Epoch 1623 | loss: 0.0312071 | val_loss: 0.0312129 | Time: 3132.72 ms [2022-03-31 16:32:09 main:574] : INFO : Epoch 1624 | loss: 0.0312059 | val_loss: 0.031204 | Time: 3082.3 ms [2022-03-31 16:32:12 main:574] : INFO : Epoch 1625 | loss: 0.0312028 | val_loss: 0.031204 | Time: 3133.6 ms [2022-03-31 16:32:16 main:574] : INFO : Epoch 1626 | loss: 0.0312032 | val_loss: 0.0312061 | Time: 3085.33 ms [2022-03-31 16:32:19 main:574] : INFO : Epoch 1627 | loss: 0.0312076 | val_loss: 0.0312045 | Time: 3161.65 ms [2022-03-31 16:32:22 main:574] : INFO : Epoch 1628 | loss: 0.0312032 | val_loss: 0.0312049 | Time: 3132.29 ms [2022-03-31 16:32:25 main:574] : INFO : Epoch 1629 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 3088.19 ms [2022-03-31 16:32:28 main:574] : INFO : Epoch 1630 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 3167.82 ms [2022-03-31 16:32:31 main:574] : INFO : Epoch 1631 | loss: 0.0312032 | val_loss: 0.0312038 | Time: 3090.7 ms [2022-03-31 16:32:34 main:574] : INFO : Epoch 1632 | loss: 0.0312022 | val_loss: 0.031207 | Time: 2982.43 ms [2022-03-31 16:32:37 main:574] : INFO : Epoch 1633 | loss: 0.0312039 | val_loss: 0.0312051 | Time: 3066.03 ms [2022-03-31 16:32:40 main:574] : INFO : Epoch 1634 | loss: 0.0312018 | val_loss: 0.0312073 | Time: 3048.56 ms [2022-03-31 16:32:43 main:574] : INFO : Epoch 1635 | loss: 0.0312025 | val_loss: 0.0312054 | Time: 3168.26 ms [2022-03-31 16:32:47 main:574] : INFO : Epoch 1636 | loss: 0.0312023 | val_loss: 0.0312048 | Time: 3130.94 ms [2022-03-31 16:32:50 main:574] : INFO : Epoch 1637 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 3097.55 ms [2022-03-31 16:32:53 main:574] : INFO : Epoch 1638 | loss: 0.031202 | val_loss: 0.0312027 | Time: 3032.78 ms [2022-03-31 16:32:56 main:574] : INFO : Epoch 1639 | loss: 0.0312023 | val_loss: 0.0312045 | Time: 3110.49 ms [2022-03-31 16:32:59 main:574] : INFO : Epoch 1640 | loss: 0.0312021 | val_loss: 0.0312142 | Time: 3131.18 ms [2022-03-31 16:33:02 main:574] : INFO : Epoch 1641 | loss: 0.0312052 | val_loss: 0.0312128 | Time: 3189.04 ms [2022-03-31 16:33:05 main:574] : INFO : Epoch 1642 | loss: 0.031203 | val_loss: 0.031203 | Time: 3178.78 ms [2022-03-31 16:33:08 main:574] : INFO : Epoch 1643 | loss: 0.0312027 | val_loss: 0.0312074 | Time: 3021.38 ms [2022-03-31 16:33:12 main:574] : INFO : Epoch 1644 | loss: 0.0312018 | val_loss: 0.031204 | Time: 3170.36 ms [2022-03-31 16:33:15 main:574] : INFO : Epoch 1645 | loss: 0.0311995 | val_loss: 0.0312044 | Time: 3075.43 ms [2022-03-31 16:33:18 main:574] : INFO : Epoch 1646 | loss: 0.0311989 | val_loss: 0.031203 | Time: 3188.59 ms [2022-03-31 16:33:21 main:574] : INFO : Epoch 1647 | loss: 0.031199 | val_loss: 0.031205 | Time: 3189.3 ms [2022-03-31 16:33:24 main:574] : INFO : Epoch 1648 | loss: 0.031202 | val_loss: 0.0312026 | Time: 3133.75 ms [2022-03-31 16:33:27 main:574] : INFO : Epoch 1649 | loss: 0.0312005 | val_loss: 0.0312031 | Time: 3064.52 ms [2022-03-31 16:33:30 main:574] : INFO : Epoch 1650 | loss: 0.0312014 | val_loss: 0.0312034 | Time: 3138.56 ms [2022-03-31 16:33:33 main:574] : INFO : Epoch 1651 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 3085.08 ms [2022-03-31 16:33:37 main:574] : INFO : Epoch 1652 | loss: 0.0311982 | val_loss: 0.0312037 | Time: 3092.39 ms [2022-03-31 16:33:40 main:574] : INFO : Epoch 1653 | loss: 0.0311988 | val_loss: 0.031204 | Time: 3116.2 ms [2022-03-31 16:33:43 main:574] : INFO : Epoch 1654 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 3062.53 ms [2022-03-31 16:33:46 main:574] : INFO : Epoch 1655 | loss: 0.0311996 | val_loss: 0.0312064 | Time: 3218.6 ms [2022-03-31 16:33:49 main:574] : INFO : Epoch 1656 | loss: 0.0312003 | val_loss: 0.0312029 | Time: 3051.37 ms [2022-03-31 16:33:52 main:574] : INFO : Epoch 1657 | loss: 0.0312006 | val_loss: 0.0312117 | Time: 3064.23 ms [2022-03-31 16:33:55 main:574] : INFO : Epoch 1658 | loss: 0.0312033 | val_loss: 0.0312115 | Time: 3119.62 ms [2022-03-31 16:33:58 main:574] : INFO : Epoch 1659 | loss: 0.0312005 | val_loss: 0.031202 | Time: 3154.82 ms [2022-03-31 16:34:01 main:574] : INFO : Epoch 1660 | loss: 0.0312005 | val_loss: 0.0312029 | Time: 3043.9 ms [2022-03-31 16:34:04 main:574] : INFO : Epoch 1661 | loss: 0.0311995 | val_loss: 0.0312026 | Time: 3100.01 ms [2022-03-31 16:34:07 main:574] : INFO : Epoch 1662 | loss: 0.031203 | val_loss: 0.031204 | Time: 3013.84 ms [2022-03-31 16:34:11 main:574] : INFO : Epoch 1663 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 3083.99 ms [2022-03-31 16:34:14 main:574] : INFO : Epoch 1664 | loss: 0.0312006 | val_loss: 0.0312042 | Time: 3232.01 ms [2022-03-31 16:34:17 main:574] : INFO : Epoch 1665 | loss: 0.0311992 | val_loss: 0.0312024 | Time: 3127.15 ms [2022-03-31 16:34:20 main:574] : INFO : Epoch 1666 | loss: 0.0311979 | val_loss: 0.0312039 | Time: 3158.8 ms [2022-03-31 16:34:23 main:574] : INFO : Epoch 1667 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 3172.87 ms [2022-03-31 16:34:26 main:574] : INFO : Epoch 1668 | loss: 0.031199 | val_loss: 0.0312008 | Time: 3006.23 ms [2022-03-31 16:34:29 main:574] : INFO : Epoch 1669 | loss: 0.0312012 | val_loss: 0.0312115 | Time: 3187.95 ms [2022-03-31 16:34:33 main:574] : INFO : Epoch 1670 | loss: 0.0312014 | val_loss: 0.0312033 | Time: 3154.02 ms [2022-03-31 16:34:36 main:574] : INFO : Epoch 1671 | loss: 0.0311983 | val_loss: 0.0312057 | Time: 3115.3 ms [2022-03-31 16:34:39 main:574] : INFO : Epoch 1672 | loss: 0.0312028 | val_loss: 0.0312145 | Time: 3104.28 ms [2022-03-31 16:34:42 main:574] : INFO : Epoch 1673 | loss: 0.0312009 | val_loss: 0.0312028 | Time: 3059.36 ms [2022-03-31 16:34:45 main:574] : INFO : Epoch 1674 | loss: 0.0311983 | val_loss: 0.0312038 | Time: 3080.34 ms [2022-03-31 16:34:48 main:574] : INFO : Epoch 1675 | loss: 0.0312071 | val_loss: 0.0312134 | Time: 3058.38 ms [2022-03-31 16:34:51 main:574] : INFO : Epoch 1676 | loss: 0.031201 | val_loss: 0.0312027 | Time: 3132.96 ms [2022-03-31 16:34:54 main:574] : INFO : Epoch 1677 | loss: 0.0312012 | val_loss: 0.0312069 | Time: 3031.69 ms [2022-03-31 16:34:57 main:574] : INFO : Epoch 1678 | loss: 0.0311973 | val_loss: 0.0312014 | Time: 3156.73 ms [2022-03-31 16:35:01 main:574] : INFO : Epoch 1679 | loss: 0.0311964 | val_loss: 0.0312007 | Time: 3130.61 ms [2022-03-31 16:35:04 main:574] : INFO : Epoch 1680 | loss: 0.0311963 | val_loss: 0.0312019 | Time: 3129.88 ms [2022-03-31 16:35:07 main:574] : INFO : Epoch 1681 | loss: 0.0311963 | val_loss: 0.0312003 | Time: 3167.26 ms [2022-03-31 16:35:10 main:574] : INFO : Epoch 1682 | loss: 0.0311949 | val_loss: 0.0312056 | Time: 3108.36 ms [2022-03-31 16:35:13 main:574] : INFO : Epoch 1683 | loss: 0.0311996 | val_loss: 0.0312015 | Time: 3173.39 ms [2022-03-31 16:35:16 main:574] : INFO : Epoch 1684 | loss: 0.0312019 | val_loss: 0.0312105 | Time: 3111.61 ms [2022-03-31 16:35:19 main:574] : INFO : Epoch 1685 | loss: 0.0312015 | val_loss: 0.0312025 | Time: 3188.11 ms [2022-03-31 16:35:22 main:574] : INFO : Epoch 1686 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 3052.25 ms [2022-03-31 16:35:26 main:574] : INFO : Epoch 1687 | loss: 0.0311974 | val_loss: 0.0312038 | Time: 3116.94 ms [2022-03-31 16:35:29 main:574] : INFO : Epoch 1688 | loss: 0.031197 | val_loss: 0.0312011 | Time: 3085.14 ms [2022-03-31 16:35:32 main:574] : INFO : Epoch 1689 | loss: 0.0311965 | val_loss: 0.031212 | Time: 3165.63 ms [2022-03-31 16:35:35 main:574] : INFO : Epoch 1690 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 3191.83 ms [2022-03-31 16:35:38 main:574] : INFO : Epoch 1691 | loss: 0.0311986 | val_loss: 0.0312078 | Time: 3169.26 ms [2022-03-31 16:35:41 main:574] : INFO : Epoch 1692 | loss: 0.0311975 | val_loss: 0.0312016 | Time: 3108 ms [2022-03-31 16:35:44 main:574] : INFO : Epoch 1693 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 3066.71 ms [2022-03-31 16:35:48 main:574] : INFO : Epoch 1694 | loss: 0.0311959 | val_loss: 0.0312008 | Time: 3119.25 ms [2022-03-31 16:35:51 main:574] : INFO : Epoch 1695 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 3119.89 ms [2022-03-31 16:35:54 main:574] : INFO : Epoch 1696 | loss: 0.0311951 | val_loss: 0.0312006 | Time: 3114.05 ms [2022-03-31 16:35:57 main:574] : INFO : Epoch 1697 | loss: 0.0311954 | val_loss: 0.0312018 | Time: 3090.19 ms [2022-03-31 16:36:00 main:574] : INFO : Epoch 1698 | loss: 0.031201 | val_loss: 0.0312066 | Time: 3106.23 ms [2022-03-31 16:36:03 main:574] : INFO : Epoch 1699 | loss: 0.0312029 | val_loss: 0.031202 | Time: 3315.22 ms [2022-03-31 16:36:06 main:574] : INFO : Epoch 1700 | loss: 0.0311999 | val_loss: 0.0312016 | Time: 3169.58 ms [2022-03-31 16:36:10 main:574] : INFO : Epoch 1701 | loss: 0.0311973 | val_loss: 0.0312055 | Time: 3081.2 ms [2022-03-31 16:36:13 main:574] : INFO : Epoch 1702 | loss: 0.0312002 | val_loss: 0.0312078 | Time: 3075.15 ms [2022-03-31 16:36:16 main:574] : INFO : Epoch 1703 | loss: 0.0312012 | val_loss: 0.0312061 | Time: 3075.91 ms [2022-03-31 16:36:19 main:574] : INFO : Epoch 1704 | loss: 0.0311973 | val_loss: 0.0312019 | Time: 3119.87 ms [2022-03-31 16:36:22 main:574] : INFO : Epoch 1705 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 3180.72 ms [2022-03-31 16:36:25 main:574] : INFO : Epoch 1706 | loss: 0.0311929 | val_loss: 0.0312018 | Time: 3011.79 ms [2022-03-31 16:36:28 main:574] : INFO : Epoch 1707 | loss: 0.031197 | val_loss: 0.031202 | Time: 3234.07 ms [2022-03-31 16:36:31 main:574] : INFO : Epoch 1708 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 3121.32 ms [2022-03-31 16:36:35 main:574] : INFO : Epoch 1709 | loss: 0.0311931 | val_loss: 0.0312008 | Time: 3240.91 ms [2022-03-31 16:36:38 main:574] : INFO : Epoch 1710 | loss: 0.0311933 | val_loss: 0.0312009 | Time: 3101.71 ms [2022-03-31 16:36:41 main:574] : INFO : Epoch 1711 | loss: 0.031194 | val_loss: 0.0312019 | Time: 3064.58 ms [2022-03-31 16:36:44 main:574] : INFO : Epoch 1712 | loss: 0.0311938 | val_loss: 0.0312004 | Time: 3136.03 ms [2022-03-31 16:36:47 main:574] : INFO : Epoch 1713 | loss: 0.0311938 | val_loss: 0.0312059 | Time: 3119.35 ms [2022-03-31 16:36:50 main:574] : INFO : Epoch 1714 | loss: 0.0311937 | val_loss: 0.0312021 | Time: 3107.74 ms [2022-03-31 16:36:53 main:574] : INFO : Epoch 1715 | loss: 0.0311919 | val_loss: 0.0312005 | Time: 3264.51 ms [2022-03-31 16:36:57 main:574] : INFO : Epoch 1716 | loss: 0.031193 | val_loss: 0.0312038 | Time: 3094.23 ms [2022-03-31 16:37:00 main:574] : INFO : Epoch 1717 | loss: 0.031194 | val_loss: 0.0312019 | Time: 3137.61 ms [2022-03-31 16:37:03 main:574] : INFO : Epoch 1718 | loss: 0.031192 | val_loss: 0.0312027 | Time: 3104.95 ms [2022-03-31 16:37:06 main:574] : INFO : Epoch 1719 | loss: 0.0311908 | val_loss: 0.031204 | Time: 3109.08 ms [2022-03-31 16:37:09 main:574] : INFO : Epoch 1720 | loss: 0.0311921 | val_loss: 0.0312037 | Time: 3098.01 ms [2022-03-31 16:37:12 main:574] : INFO : Epoch 1721 | loss: 0.0311926 | val_loss: 0.0312067 | Time: 3065.4 ms [2022-03-31 16:37:15 main:574] : INFO : Epoch 1722 | loss: 0.0311922 | val_loss: 0.031205 | Time: 3151.51 ms [2022-03-31 16:37:18 main:574] : INFO : Epoch 1723 | loss: 0.031193 | val_loss: 0.0312147 | Time: 3155.72 ms [2022-03-31 16:37:22 main:574] : INFO : Epoch 1724 | loss: 0.0311965 | val_loss: 0.0312064 | Time: 3147.5 ms [2022-03-31 16:37:25 main:574] : INFO : Epoch 1725 | loss: 0.0311968 | val_loss: 0.0312086 | Time: 3160.41 ms [2022-03-31 16:37:28 main:574] : INFO : Epoch 1726 | loss: 0.031199 | val_loss: 0.0312222 | Time: 3046.39 ms [2022-03-31 16:37:31 main:574] : INFO : Epoch 1727 | loss: 0.0311949 | val_loss: 0.0312037 | Time: 3053.02 ms [2022-03-31 16:37:34 main:574] : INFO : Epoch 1728 | loss: 0.0311923 | val_loss: 0.0312005 | Time: 3171.88 ms [2022-03-31 16:37:37 main:574] : INFO : Epoch 1729 | loss: 0.0311924 | val_loss: 0.0312009 | Time: 3211.31 ms [2022-03-31 16:37:40 main:574] : INFO : Epoch 1730 | loss: 0.031194 | val_loss: 0.0312042 | Time: 3085.66 ms [2022-03-31 16:37:43 main:574] : INFO : Epoch 1731 | loss: 0.0311923 | val_loss: 0.0312031 | Time: 3129.65 ms [2022-03-31 16:37:46 main:574] : INFO : Epoch 1732 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 3080.79 ms [2022-03-31 16:37:50 main:574] : INFO : Epoch 1733 | loss: 0.0311973 | val_loss: 0.0312037 | Time: 3134.38 ms [2022-03-31 16:37:53 main:574] : INFO : Epoch 1734 | loss: 0.0311933 | val_loss: 0.0311991 | Time: 3040.95 ms [2022-03-31 16:37:56 main:574] : INFO : Epoch 1735 | loss: 0.0311924 | val_loss: 0.0312015 | Time: 3118.14 ms [2022-03-31 16:37:59 main:574] : INFO : Epoch 1736 | loss: 0.0311953 | val_loss: 0.0312043 | Time: 3037.59 ms [2022-03-31 16:38:02 main:574] : INFO : Epoch 1737 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 3172.45 ms [2022-03-31 16:38:05 main:574] : INFO : Epoch 1738 | loss: 0.0311943 | val_loss: 0.0312021 | Time: 3093.34 ms [2022-03-31 16:38:08 main:574] : INFO : Epoch 1739 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 3046.42 ms [2022-03-31 16:38:11 main:574] : INFO : Epoch 1740 | loss: 0.0311972 | val_loss: 0.0312016 | Time: 3153.23 ms [2022-03-31 16:38:14 main:574] : INFO : Epoch 1741 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 3098.7 ms [2022-03-31 16:38:18 main:574] : INFO : Epoch 1742 | loss: 0.0311938 | val_loss: 0.031206 | Time: 3170.32 ms [2022-03-31 16:38:21 main:574] : INFO : Epoch 1743 | loss: 0.0311966 | val_loss: 0.0312088 | Time: 3102.23 ms [2022-03-31 16:38:24 main:574] : INFO : Epoch 1744 | loss: 0.0311945 | val_loss: 0.0311995 | Time: 3098.76 ms [2022-03-31 16:38:27 main:574] : INFO : Epoch 1745 | loss: 0.0311938 | val_loss: 0.0312038 | Time: 3097.09 ms [2022-03-31 16:38:30 main:574] : INFO : Epoch 1746 | loss: 0.0311958 | val_loss: 0.0312086 | Time: 3090.43 ms [2022-03-31 16:38:33 main:574] : INFO : Epoch 1747 | loss: 0.0311967 | val_loss: 0.031202 | Time: 3070.69 ms [2022-03-31 16:38:36 main:574] : INFO : Epoch 1748 | loss: 0.0311927 | val_loss: 0.0311979 | Time: 3147.04 ms [2022-03-31 16:38:39 main:574] : INFO : Epoch 1749 | loss: 0.0311938 | val_loss: 0.031198 | Time: 3008.14 ms [2022-03-31 16:38:42 main:574] : INFO : Epoch 1750 | loss: 0.0311909 | val_loss: 0.031197 | Time: 3102.72 ms [2022-03-31 16:38:45 main:574] : INFO : Epoch 1751 | loss: 0.0311924 | val_loss: 0.0311979 | Time: 3067.76 ms [2022-03-31 16:38:48 main:574] : INFO : Epoch 1752 | loss: 0.0311926 | val_loss: 0.0311991 | Time: 3070.8 ms [2022-03-31 16:38:51 main:574] : INFO : Epoch 1753 | loss: 0.0311917 | val_loss: 0.0311985 | Time: 3017.17 ms [2022-03-31 16:38:55 main:574] : INFO : Epoch 1754 | loss: 0.0311915 | val_loss: 0.0311997 | Time: 3103.94 ms [2022-03-31 16:38:58 main:574] : INFO : Epoch 1755 | loss: 0.0311961 | val_loss: 0.0312029 | Time: 3170.58 ms [2022-03-31 16:39:01 main:574] : INFO : Epoch 1756 | loss: 0.031191 | val_loss: 0.0311995 | Time: 3131.32 ms [2022-03-31 16:39:04 main:574] : INFO : Epoch 1757 | loss: 0.0311925 | val_loss: 0.0312043 | Time: 3112.34 ms [2022-03-31 16:39:07 main:574] : INFO : Epoch 1758 | loss: 0.0311902 | val_loss: 0.0312001 | Time: 3122.6 ms [2022-03-31 16:39:10 main:574] : INFO : Epoch 1759 | loss: 0.0311915 | val_loss: 0.0312071 | Time: 3185.27 ms [2022-03-31 16:39:13 main:574] : INFO : Epoch 1760 | loss: 0.0311909 | val_loss: 0.0312032 | Time: 3101.16 ms [2022-03-31 16:39:16 main:574] : INFO : Epoch 1761 | loss: 0.0311921 | val_loss: 0.0312025 | Time: 3074.07 ms [2022-03-31 16:39:20 main:574] : INFO : Epoch 1762 | loss: 0.0311918 | val_loss: 0.0311995 | Time: 3104.25 ms [2022-03-31 16:39:23 main:574] : INFO : Epoch 1763 | loss: 0.0311913 | val_loss: 0.0312002 | Time: 3138.16 ms [2022-03-31 16:39:26 main:574] : INFO : Epoch 1764 | loss: 0.0311904 | val_loss: 0.0312008 | Time: 3151 ms [2022-03-31 16:39:29 main:574] : INFO : Epoch 1765 | loss: 0.0311913 | val_loss: 0.0312072 | Time: 3175.26 ms [2022-03-31 16:39:32 main:574] : INFO : Epoch 1766 | loss: 0.0311903 | val_loss: 0.0312065 | Time: 3042.17 ms [2022-03-31 16:39:35 main:574] : INFO : Epoch 1767 | loss: 0.03119 | val_loss: 0.0312081 | Time: 3076.84 ms [2022-03-31 16:39:38 main:574] : INFO : Epoch 1768 | loss: 0.031193 | val_loss: 0.0312025 | Time: 3103.91 ms [2022-03-31 16:39:41 main:574] : INFO : Epoch 1769 | loss: 0.0311919 | val_loss: 0.0312072 | Time: 3189.38 ms [2022-03-31 16:39:45 main:574] : INFO : Epoch 1770 | loss: 0.0311941 | val_loss: 0.0312017 | Time: 3075.58 ms [2022-03-31 16:39:48 main:574] : INFO : Epoch 1771 | loss: 0.0311897 | val_loss: 0.0312018 | Time: 3150.82 ms [2022-03-31 16:39:51 main:574] : INFO : Epoch 1772 | loss: 0.0311905 | val_loss: 0.0312031 | Time: 3142.3 ms [2022-03-31 16:39:54 main:574] : INFO : Epoch 1773 | loss: 0.0311889 | val_loss: 0.0312034 | Time: 3137.4 ms [2022-03-31 16:39:57 main:574] : INFO : Epoch 1774 | loss: 0.0311902 | val_loss: 0.0312154 | Time: 3166.88 ms [2022-03-31 16:40:00 main:574] : INFO : Epoch 1775 | loss: 0.0311939 | val_loss: 0.0312018 | Time: 3078.44 ms [2022-03-31 16:40:03 main:574] : INFO : Epoch 1776 | loss: 0.0311904 | val_loss: 0.031207 | Time: 3185.18 ms [2022-03-31 16:40:06 main:574] : INFO : Epoch 1777 | loss: 0.0311914 | val_loss: 0.0312022 | Time: 3054.21 ms [2022-03-31 16:40:10 main:574] : INFO : Epoch 1778 | loss: 0.0311898 | val_loss: 0.0312029 | Time: 3155.77 ms [2022-03-31 16:40:13 main:574] : INFO : Epoch 1779 | loss: 0.0311897 | val_loss: 0.0312025 | Time: 3128.82 ms [2022-03-31 16:40:16 main:574] : INFO : Epoch 1780 | loss: 0.0311882 | val_loss: 0.031206 | Time: 3094.51 ms [2022-03-31 16:40:19 main:574] : INFO : Epoch 1781 | loss: 0.0311879 | val_loss: 0.0312039 | Time: 3084.39 ms [2022-03-31 16:40:22 main:574] : INFO : Epoch 1782 | loss: 0.0311882 | val_loss: 0.0312041 | Time: 3142.35 ms [2022-03-31 16:40:25 main:574] : INFO : Epoch 1783 | loss: 0.03119 | val_loss: 0.0312076 | Time: 3055.04 ms [2022-03-31 16:40:28 main:574] : INFO : Epoch 1784 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 3186.19 ms [2022-03-31 16:40:31 main:574] : INFO : Epoch 1785 | loss: 0.0311864 | val_loss: 0.0312025 | Time: 3091.3 ms [2022-03-31 16:40:35 main:574] : INFO : Epoch 1786 | loss: 0.0311873 | val_loss: 0.0312045 | Time: 3133.33 ms [2022-03-31 16:40:38 main:574] : INFO : Epoch 1787 | loss: 0.0311874 | val_loss: 0.0312022 | Time: 3140.63 ms [2022-03-31 16:40:41 main:574] : INFO : Epoch 1788 | loss: 0.0311883 | val_loss: 0.0312082 | Time: 3163.63 ms [2022-03-31 16:40:44 main:574] : INFO : Epoch 1789 | loss: 0.0311877 | val_loss: 0.0312045 | Time: 3169.88 ms [2022-03-31 16:40:47 main:574] : INFO : Epoch 1790 | loss: 0.0311895 | val_loss: 0.0312076 | Time: 3204.73 ms [2022-03-31 16:40:50 main:574] : INFO : Epoch 1791 | loss: 0.0311862 | val_loss: 0.0312045 | Time: 3156.82 ms [2022-03-31 16:40:54 main:574] : INFO : Epoch 1792 | loss: 0.0311887 | val_loss: 0.0312034 | Time: 3133.39 ms [2022-03-31 16:40:57 main:574] : INFO : Epoch 1793 | loss: 0.0311859 | val_loss: 0.0312021 | Time: 3054.9 ms [2022-03-31 16:41:00 main:574] : INFO : Epoch 1794 | loss: 0.031188 | val_loss: 0.0312029 | Time: 3260.08 ms [2022-03-31 16:41:03 main:574] : INFO : Epoch 1795 | loss: 0.0311895 | val_loss: 0.0312073 | Time: 3119.01 ms [2022-03-31 16:41:06 main:574] : INFO : Epoch 1796 | loss: 0.0311886 | val_loss: 0.0312033 | Time: 3119.86 ms [2022-03-31 16:41:09 main:574] : INFO : Epoch 1797 | loss: 0.0311861 | val_loss: 0.0312043 | Time: 3057.03 ms [2022-03-31 16:41:12 main:574] : INFO : Epoch 1798 | loss: 0.0311863 | val_loss: 0.031204 | Time: 3059.4 ms [2022-03-31 16:41:15 main:574] : INFO : Epoch 1799 | loss: 0.0311886 | val_loss: 0.0311995 | Time: 3064.36 ms [2022-03-31 16:41:18 main:574] : INFO : Epoch 1800 | loss: 0.031188 | val_loss: 0.0312049 | Time: 3140.92 ms [2022-03-31 16:41:22 main:574] : INFO : Epoch 1801 | loss: 0.0311857 | val_loss: 0.0312012 | Time: 3164.78 ms [2022-03-31 16:41:25 main:574] : INFO : Epoch 1802 | loss: 0.0311864 | val_loss: 0.0312019 | Time: 3213.12 ms [2022-03-31 16:41:28 main:574] : INFO : Epoch 1803 | loss: 0.031189 | val_loss: 0.0312017 | Time: 3124.36 ms [2022-03-31 16:41:31 main:574] : INFO : Epoch 1804 | loss: 0.0311903 | val_loss: 0.0312091 | Time: 3044.65 ms [2022-03-31 16:41:34 main:574] : INFO : Epoch 1805 | loss: 0.0311894 | val_loss: 0.0312037 | Time: 3077.02 ms [2022-03-31 16:41:37 main:574] : INFO : Epoch 1806 | loss: 0.0311865 | val_loss: 0.0312002 | Time: 3049.49 ms [2022-03-31 16:41:40 main:574] : INFO : Epoch 1807 | loss: 0.0311863 | val_loss: 0.0311997 | Time: 3160.88 ms [2022-03-31 16:41:43 main:574] : INFO : Epoch 1808 | loss: 0.0311878 | val_loss: 0.0311997 | Time: 3042.24 ms [2022-03-31 16:41:46 main:574] : INFO : Epoch 1809 | loss: 0.0311863 | val_loss: 0.0312014 | Time: 3099.86 ms [2022-03-31 16:41:50 main:574] : INFO : Epoch 1810 | loss: 0.0311874 | val_loss: 0.0312006 | Time: 3102.1 ms [2022-03-31 16:41:53 main:574] : INFO : Epoch 1811 | loss: 0.0311889 | val_loss: 0.0312033 | Time: 3069.48 ms [2022-03-31 16:41:56 main:574] : INFO : Epoch 1812 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 3091.83 ms [2022-03-31 16:41:59 main:574] : INFO : Epoch 1813 | loss: 0.0311991 | val_loss: 0.0311997 | Time: 3092.82 ms [2022-03-31 16:42:02 main:574] : INFO : Epoch 1814 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 3148.12 ms [2022-03-31 16:42:05 main:574] : INFO : Epoch 1815 | loss: 0.031192 | val_loss: 0.0311979 | Time: 3073.06 ms [2022-03-31 16:42:08 main:574] : INFO : Epoch 1816 | loss: 0.0311911 | val_loss: 0.031203 | Time: 3141.85 ms [2022-03-31 16:42:11 main:574] : INFO : Epoch 1817 | loss: 0.0311924 | val_loss: 0.0312007 | Time: 3152.77 ms [2022-03-31 16:42:14 main:574] : INFO : Epoch 1818 | loss: 0.0311909 | val_loss: 0.0312058 | Time: 3068.11 ms [2022-03-31 16:42:18 main:574] : INFO : Epoch 1819 | loss: 0.0311964 | val_loss: 0.0312195 | Time: 3180.52 ms [2022-03-31 16:42:21 main:574] : INFO : Epoch 1820 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 3026.47 ms [2022-03-31 16:42:24 main:574] : INFO : Epoch 1821 | loss: 0.0311906 | val_loss: 0.0311993 | Time: 3055.58 ms [2022-03-31 16:42:27 main:574] : INFO : Epoch 1822 | loss: 0.0311892 | val_loss: 0.0311987 | Time: 3180.15 ms [2022-03-31 16:42:30 main:574] : INFO : Epoch 1823 | loss: 0.031194 | val_loss: 0.0312003 | Time: 3032.25 ms [2022-03-31 16:42:33 main:574] : INFO : Epoch 1824 | loss: 0.0311907 | val_loss: 0.0312031 | Time: 3004.23 ms [2022-03-31 16:42:36 main:574] : INFO : Epoch 1825 | loss: 0.0311892 | val_loss: 0.031205 | Time: 3143.94 ms [2022-03-31 16:42:39 main:574] : INFO : Epoch 1826 | loss: 0.0311887 | val_loss: 0.0312015 | Time: 3107.24 ms [2022-03-31 16:42:42 main:574] : INFO : Epoch 1827 | loss: 0.031187 | val_loss: 0.0312005 | Time: 3143.22 ms [2022-03-31 16:42:45 main:574] : INFO : Epoch 1828 | loss: 0.0311871 | val_loss: 0.0311994 | Time: 3073.09 ms [2022-03-31 16:42:48 main:574] : INFO : Epoch 1829 | loss: 0.0311866 | val_loss: 0.0312008 | Time: 3026.56 ms [2022-03-31 16:42:52 main:574] : INFO : Epoch 1830 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 3127.9 ms [2022-03-31 16:42:55 main:574] : INFO : Epoch 1831 | loss: 0.0311872 | val_loss: 0.0312021 | Time: 3121.05 ms [2022-03-31 16:42:58 main:574] : INFO : Epoch 1832 | loss: 0.0311891 | val_loss: 0.0312045 | Time: 3165.27 ms [2022-03-31 16:43:01 main:574] : INFO : Epoch 1833 | loss: 0.0311886 | val_loss: 0.0312028 | Time: 3118.54 ms [2022-03-31 16:43:04 main:574] : INFO : Epoch 1834 | loss: 0.0311875 | val_loss: 0.0312065 | Time: 3054.02 ms [2022-03-31 16:43:07 main:574] : INFO : Epoch 1835 | loss: 0.0311862 | val_loss: 0.031201 | Time: 3156.64 ms [2022-03-31 16:43:10 main:574] : INFO : Epoch 1836 | loss: 0.0311865 | val_loss: 0.0312073 | Time: 3181.84 ms [2022-03-31 16:43:13 main:574] : INFO : Epoch 1837 | loss: 0.0311886 | val_loss: 0.0312077 | Time: 3001.64 ms [2022-03-31 16:43:17 main:574] : INFO : Epoch 1838 | loss: 0.0311923 | val_loss: 0.0312098 | Time: 3181.45 ms [2022-03-31 16:43:20 main:574] : INFO : Epoch 1839 | loss: 0.0311856 | val_loss: 0.0312013 | Time: 3023.47 ms [2022-03-31 16:43:23 main:574] : INFO : Epoch 1840 | loss: 0.031186 | val_loss: 0.0312052 | Time: 3160.49 ms [2022-03-31 16:43:26 main:574] : INFO : Epoch 1841 | loss: 0.0311879 | val_loss: 0.0311996 | Time: 3094.37 ms [2022-03-31 16:43:29 main:574] : INFO : Epoch 1842 | loss: 0.0311857 | val_loss: 0.0312008 | Time: 3218.01 ms [2022-03-31 16:43:32 main:574] : INFO : Epoch 1843 | loss: 0.0311852 | val_loss: 0.0311999 | Time: 3156.46 ms [2022-03-31 16:43:35 main:574] : INFO : Epoch 1844 | loss: 0.0311836 | val_loss: 0.0311994 | Time: 3140.98 ms [2022-03-31 16:43:38 main:574] : INFO : Epoch 1845 | loss: 0.0311835 | val_loss: 0.0312014 | Time: 3089.55 ms [2022-03-31 16:43:42 main:574] : INFO : Epoch 1846 | loss: 0.0311837 | val_loss: 0.0312027 | Time: 3160.07 ms [2022-03-31 16:43:45 main:574] : INFO : Epoch 1847 | loss: 0.0311855 | val_loss: 0.0311991 | Time: 3101.56 ms [2022-03-31 16:43:48 main:574] : INFO : Epoch 1848 | loss: 0.0311853 | val_loss: 0.0312024 | Time: 3126.78 ms [2022-03-31 16:43:51 main:574] : INFO : Epoch 1849 | loss: 0.0311875 | val_loss: 0.0311995 | Time: 3063.27 ms [2022-03-31 16:43:54 main:574] : INFO : Epoch 1850 | loss: 0.0311843 | val_loss: 0.0312019 | Time: 3153.43 ms [2022-03-31 16:43:57 main:574] : INFO : Epoch 1851 | loss: 0.031183 | val_loss: 0.0312002 | Time: 3109.53 ms [2022-03-31 16:44:00 main:574] : INFO : Epoch 1852 | loss: 0.0311823 | val_loss: 0.0312024 | Time: 3077.47 ms [2022-03-31 16:44:03 main:574] : INFO : Epoch 1853 | loss: 0.0311844 | val_loss: 0.0312 | Time: 3157.81 ms [2022-03-31 16:44:06 main:574] : INFO : Epoch 1854 | loss: 0.0311869 | val_loss: 0.0311999 | Time: 3064.4 ms [2022-03-31 16:44:10 main:574] : INFO : Epoch 1855 | loss: 0.0311859 | val_loss: 0.031202 | Time: 3078.73 ms [2022-03-31 16:44:13 main:574] : INFO : Epoch 1856 | loss: 0.0311833 | val_loss: 0.0311993 | Time: 3120.19 ms [2022-03-31 16:44:16 main:574] : INFO : Epoch 1857 | loss: 0.0311814 | val_loss: 0.0312025 | Time: 3226.81 ms [2022-03-31 16:44:19 main:574] : INFO : Epoch 1858 | loss: 0.031181 | val_loss: 0.0312018 | Time: 3071.87 ms [2022-03-31 16:44:22 main:574] : INFO : Epoch 1859 | loss: 0.0311818 | val_loss: 0.0312007 | Time: 3043.86 ms [2022-03-31 16:44:25 main:574] : INFO : Epoch 1860 | loss: 0.0311816 | val_loss: 0.0312032 | Time: 3144.64 ms [2022-03-31 16:44:28 main:574] : INFO : Epoch 1861 | loss: 0.03118 | val_loss: 0.0312003 | Time: 3103.06 ms [2022-03-31 16:44:31 main:574] : INFO : Epoch 1862 | loss: 0.0311816 | val_loss: 0.0312007 | Time: 3067.23 ms [2022-03-31 16:44:34 main:574] : INFO : Epoch 1863 | loss: 0.0311828 | val_loss: 0.0312021 | Time: 3087.57 ms [2022-03-31 16:44:38 main:574] : INFO : Epoch 1864 | loss: 0.0311828 | val_loss: 0.0312016 | Time: 3153.69 ms [2022-03-31 16:44:41 main:574] : INFO : Epoch 1865 | loss: 0.0311823 | val_loss: 0.0312035 | Time: 2979.97 ms [2022-03-31 16:44:44 main:574] : INFO : Epoch 1866 | loss: 0.0311815 | val_loss: 0.0312022 | Time: 2989.11 ms [2022-03-31 16:44:47 main:574] : INFO : Epoch 1867 | loss: 0.0311839 | val_loss: 0.0311996 | Time: 3113.57 ms [2022-03-31 16:44:50 main:574] : INFO : Epoch 1868 | loss: 0.0311859 | val_loss: 0.0312024 | Time: 3002.47 ms [2022-03-31 16:44:53 main:574] : INFO : Epoch 1869 | loss: 0.0311844 | val_loss: 0.031196 | Time: 3105.52 ms [2022-03-31 16:44:56 main:574] : INFO : Epoch 1870 | loss: 0.0311831 | val_loss: 0.0312037 | Time: 3048.51 ms [2022-03-31 16:44:59 main:574] : INFO : Epoch 1871 | loss: 0.0311857 | val_loss: 0.0311961 | Time: 3033.23 ms [2022-03-31 16:45:02 main:574] : INFO : Epoch 1872 | loss: 0.0311853 | val_loss: 0.0311982 | Time: 3136 ms [2022-03-31 16:45:05 main:574] : INFO : Epoch 1873 | loss: 0.0311847 | val_loss: 0.0312031 | Time: 3045.71 ms [2022-03-31 16:45:08 main:574] : INFO : Epoch 1874 | loss: 0.0311821 | val_loss: 0.0311956 | Time: 3068.64 ms [2022-03-31 16:45:11 main:574] : INFO : Epoch 1875 | loss: 0.0311817 | val_loss: 0.0312012 | Time: 3211.78 ms [2022-03-31 16:45:14 main:574] : INFO : Epoch 1876 | loss: 0.0311873 | val_loss: 0.0312026 | Time: 3068.7 ms [2022-03-31 16:45:17 main:574] : INFO : Epoch 1877 | loss: 0.031187 | val_loss: 0.0311983 | Time: 3045.4 ms [2022-03-31 16:45:21 main:574] : INFO : Epoch 1878 | loss: 0.031187 | val_loss: 0.0311999 | Time: 3117.34 ms [2022-03-31 16:45:24 main:574] : INFO : Epoch 1879 | loss: 0.031185 | val_loss: 0.031201 | Time: 3066.21 ms [2022-03-31 16:45:27 main:574] : INFO : Epoch 1880 | loss: 0.0311867 | val_loss: 0.0311994 | Time: 3154.95 ms [2022-03-31 16:45:30 main:574] : INFO : Epoch 1881 | loss: 0.0311841 | val_loss: 0.0311953 | Time: 3222.66 ms [2022-03-31 16:45:33 main:574] : INFO : Epoch 1882 | loss: 0.0311895 | val_loss: 0.0311972 | Time: 3045.38 ms [2022-03-31 16:45:36 main:574] : INFO : Epoch 1883 | loss: 0.0311913 | val_loss: 0.0311978 | Time: 2995.06 ms [2022-03-31 16:45:39 main:574] : INFO : Epoch 1884 | loss: 0.0311883 | val_loss: 0.0311975 | Time: 3170.03 ms [2022-03-31 16:45:42 main:574] : INFO : Epoch 1885 | loss: 0.0311886 | val_loss: 0.0311974 | Time: 3165.83 ms [2022-03-31 16:45:45 main:574] : INFO : Epoch 1886 | loss: 0.0311889 | val_loss: 0.0312032 | Time: 3003.83 ms [2022-03-31 16:45:49 main:574] : INFO : Epoch 1887 | loss: 0.0311874 | val_loss: 0.0312011 | Time: 3163.8 ms [2022-03-31 16:45:52 main:574] : INFO : Epoch 1888 | loss: 0.0311857 | val_loss: 0.0311964 | Time: 3139.22 ms [2022-03-31 16:45:55 main:574] : INFO : Epoch 1889 | loss: 0.0311866 | val_loss: 0.0312023 | Time: 3044.66 ms [2022-03-31 16:45:58 main:574] : INFO : Epoch 1890 | loss: 0.0311891 | val_loss: 0.0311991 | Time: 3140.93 ms [2022-03-31 16:46:01 main:574] : INFO : Epoch 1891 | loss: 0.0311881 | val_loss: 0.0311992 | Time: 3124.73 ms [2022-03-31 16:46:04 main:574] : INFO : Epoch 1892 | loss: 0.0311853 | val_loss: 0.031202 | Time: 3077.51 ms [2022-03-31 16:46:07 main:574] : INFO : Epoch 1893 | loss: 0.0311873 | val_loss: 0.0311979 | Time: 3227.56 ms [2022-03-31 16:46:11 main:574] : INFO : Epoch 1894 | loss: 0.0311849 | val_loss: 0.0312013 | Time: 3138.27 ms [2022-03-31 16:46:14 main:574] : INFO : Epoch 1895 | loss: 0.0311839 | val_loss: 0.0312016 | Time: 3145.72 ms [2022-03-31 16:46:17 main:574] : INFO : Epoch 1896 | loss: 0.0311841 | val_loss: 0.0312017 | Time: 3128.27 ms [2022-03-31 16:46:20 main:574] : INFO : Epoch 1897 | loss: 0.0311842 | val_loss: 0.0312007 | Time: 3128.84 ms [2022-03-31 16:46:23 main:574] : INFO : Epoch 1898 | loss: 0.0311863 | val_loss: 0.0311987 | Time: 3172.41 ms [2022-03-31 16:46:26 main:574] : INFO : Epoch 1899 | loss: 0.0311864 | val_loss: 0.0312005 | Time: 3013.67 ms [2022-03-31 16:46:29 main:574] : INFO : Epoch 1900 | loss: 0.031188 | val_loss: 0.0312001 | Time: 3106.34 ms [2022-03-31 16:46:32 main:574] : INFO : Epoch 1901 | loss: 0.0311851 | val_loss: 0.0311987 | Time: 3037.42 ms [2022-03-31 16:46:35 main:574] : INFO : Epoch 1902 | loss: 0.0311843 | val_loss: 0.0311996 | Time: 3151.44 ms [2022-03-31 16:46:39 main:574] : INFO : Epoch 1903 | loss: 0.0311836 | val_loss: 0.0311972 | Time: 3094.24 ms [2022-03-31 16:46:42 main:574] : INFO : Epoch 1904 | loss: 0.0311827 | val_loss: 0.0311988 | Time: 3048.73 ms [2022-03-31 16:46:45 main:574] : INFO : Epoch 1905 | loss: 0.0311833 | val_loss: 0.0311984 | Time: 3083.47 ms [2022-03-31 16:46:48 main:574] : INFO : Epoch 1906 | loss: 0.0311842 | val_loss: 0.0312024 | Time: 3164.55 ms [2022-03-31 16:46:51 main:574] : INFO : Epoch 1907 | loss: 0.0311872 | val_loss: 0.0311974 | Time: 3060.35 ms [2022-03-31 16:46:54 main:574] : INFO : Epoch 1908 | loss: 0.0311919 | val_loss: 0.0311982 | Time: 3114.88 ms [2022-03-31 16:46:57 main:574] : INFO : Epoch 1909 | loss: 0.0311943 | val_loss: 0.0312052 | Time: 3092.32 ms [2022-03-31 16:47:00 main:574] : INFO : Epoch 1910 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 3106.84 ms [2022-03-31 16:47:03 main:574] : INFO : Epoch 1911 | loss: 0.0311905 | val_loss: 0.0311993 | Time: 3142.24 ms [2022-03-31 16:47:06 main:574] : INFO : Epoch 1912 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 3012.79 ms [2022-03-31 16:47:10 main:574] : INFO : Epoch 1913 | loss: 0.0311925 | val_loss: 0.0312021 | Time: 3126.81 ms [2022-03-31 16:47:13 main:574] : INFO : Epoch 1914 | loss: 0.0311875 | val_loss: 0.0312031 | Time: 3211.02 ms [2022-03-31 16:47:16 main:574] : INFO : Epoch 1915 | loss: 0.0311858 | val_loss: 0.0311946 | Time: 3184.92 ms [2022-03-31 16:47:19 main:574] : INFO : Epoch 1916 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 3128.25 ms [2022-03-31 16:47:22 main:574] : INFO : Epoch 1917 | loss: 0.031183 | val_loss: 0.0311979 | Time: 3034.9 ms [2022-03-31 16:47:25 main:574] : INFO : Epoch 1918 | loss: 0.0311829 | val_loss: 0.0311966 | Time: 2998.51 ms [2022-03-31 16:47:28 main:574] : INFO : Epoch 1919 | loss: 0.0311819 | val_loss: 0.0311982 | Time: 3063.07 ms [2022-03-31 16:47:31 main:574] : INFO : Epoch 1920 | loss: 0.031183 | val_loss: 0.0311977 | Time: 3061.03 ms [2022-03-31 16:47:34 main:574] : INFO : Epoch 1921 | loss: 0.0311814 | val_loss: 0.0311962 | Time: 3124.21 ms [2022-03-31 16:47:37 main:574] : INFO : Epoch 1922 | loss: 0.031189 | val_loss: 0.0312114 | Time: 3095.44 ms [2022-03-31 16:47:41 main:574] : INFO : Epoch 1923 | loss: 0.0311896 | val_loss: 0.031202 | Time: 3121.56 ms [2022-03-31 16:47:44 main:574] : INFO : Epoch 1924 | loss: 0.0311854 | val_loss: 0.0311972 | Time: 3172.42 ms [2022-03-31 16:47:47 main:574] : INFO : Epoch 1925 | loss: 0.0311838 | val_loss: 0.0312035 | Time: 3166.39 ms [2022-03-31 16:47:50 main:574] : INFO : Epoch 1926 | loss: 0.0311836 | val_loss: 0.0311997 | Time: 3121.65 ms [2022-03-31 16:47:53 main:574] : INFO : Epoch 1927 | loss: 0.0311822 | val_loss: 0.0311972 | Time: 3147.56 ms [2022-03-31 16:47:56 main:574] : INFO : Epoch 1928 | loss: 0.0311817 | val_loss: 0.0312058 | Time: 3154.08 ms [2022-03-31 16:47:59 main:574] : INFO : Epoch 1929 | loss: 0.0311816 | val_loss: 0.0311995 | Time: 3118.15 ms [2022-03-31 16:48:03 main:574] : INFO : Epoch 1930 | loss: 0.0311803 | val_loss: 0.0311967 | Time: 3074.67 ms [2022-03-31 16:48:06 main:574] : INFO : Epoch 1931 | loss: 0.0311811 | val_loss: 0.0311994 | Time: 3113.19 ms [2022-03-31 16:48:09 main:574] : INFO : Epoch 1932 | loss: 0.0311804 | val_loss: 0.0311966 | Time: 3086.13 ms [2022-03-31 16:48:12 main:574] : INFO : Epoch 1933 | loss: 0.0311819 | val_loss: 0.0312037 | Time: 3106.74 ms [2022-03-31 16:48:15 main:574] : INFO : Epoch 1934 | loss: 0.0311823 | val_loss: 0.0311986 | Time: 3062.72 ms [2022-03-31 16:48:18 main:574] : INFO : Epoch 1935 | loss: 0.0311803 | val_loss: 0.0311983 | Time: 3065.78 ms [2022-03-31 16:48:21 main:574] : INFO : Epoch 1936 | loss: 0.03118 | val_loss: 0.0311988 | Time: 3079.67 ms [2022-03-31 16:48:24 main:574] : INFO : Epoch 1937 | loss: 0.0311803 | val_loss: 0.0311998 | Time: 3114.42 ms [2022-03-31 16:48:27 main:574] : INFO : Epoch 1938 | loss: 0.0311836 | val_loss: 0.0311971 | Time: 3156.6 ms [2022-03-31 16:48:30 main:574] : INFO : Epoch 1939 | loss: 0.0311854 | val_loss: 0.0311994 | Time: 3124.63 ms [2022-03-31 16:48:33 main:574] : INFO : Epoch 1940 | loss: 0.0311876 | val_loss: 0.0311966 | Time: 3028.55 ms [2022-03-31 16:48:37 main:574] : INFO : Epoch 1941 | loss: 0.0311838 | val_loss: 0.0311952 | Time: 3062.57 ms [2022-03-31 16:48:40 main:574] : INFO : Epoch 1942 | loss: 0.0311824 | val_loss: 0.0311945 | Time: 3122.24 ms [2022-03-31 16:48:43 main:574] : INFO : Epoch 1943 | loss: 0.0311812 | val_loss: 0.0311961 | Time: 3145.43 ms [2022-03-31 16:48:46 main:574] : INFO : Epoch 1944 | loss: 0.0311817 | val_loss: 0.0312009 | Time: 3044.4 ms [2022-03-31 16:48:49 main:574] : INFO : Epoch 1945 | loss: 0.0311895 | val_loss: 0.0312038 | Time: 3093.02 ms [2022-03-31 16:48:52 main:574] : INFO : Epoch 1946 | loss: 0.0311905 | val_loss: 0.0312018 | Time: 3139.05 ms [2022-03-31 16:48:55 main:574] : INFO : Epoch 1947 | loss: 0.0311967 | val_loss: 0.0312094 | Time: 3039.21 ms [2022-03-31 16:48:58 main:574] : INFO : Epoch 1948 | loss: 0.0311996 | val_loss: 0.0312047 | Time: 3080.71 ms [2022-03-31 16:49:01 main:574] : INFO : Epoch 1949 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 3111.26 ms [2022-03-31 16:49:05 main:574] : INFO : Epoch 1950 | loss: 0.0311955 | val_loss: 0.0312032 | Time: 3155.04 ms [2022-03-31 16:49:08 main:574] : INFO : Epoch 1951 | loss: 0.0311971 | val_loss: 0.0312025 | Time: 3182.12 ms [2022-03-31 16:49:11 main:574] : INFO : Epoch 1952 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 3002.18 ms [2022-03-31 16:49:14 main:574] : INFO : Epoch 1953 | loss: 0.0311921 | val_loss: 0.0312017 | Time: 3041.46 ms [2022-03-31 16:49:17 main:574] : INFO : Epoch 1954 | loss: 0.0311905 | val_loss: 0.0312012 | Time: 3091.07 ms [2022-03-31 16:49:20 main:574] : INFO : Epoch 1955 | loss: 0.0311899 | val_loss: 0.0311986 | Time: 3020.75 ms [2022-03-31 16:49:23 main:574] : INFO : Epoch 1956 | loss: 0.031188 | val_loss: 0.0312011 | Time: 3105.17 ms [2022-03-31 16:49:26 main:574] : INFO : Epoch 1957 | loss: 0.0311873 | val_loss: 0.0311977 | Time: 3081.62 ms [2022-03-31 16:49:29 main:574] : INFO : Epoch 1958 | loss: 0.0311876 | val_loss: 0.0311997 | Time: 3100.08 ms [2022-03-31 16:49:32 main:574] : INFO : Epoch 1959 | loss: 0.0311879 | val_loss: 0.0312008 | Time: 3071.29 ms [2022-03-31 16:49:35 main:574] : INFO : Epoch 1960 | loss: 0.0311867 | val_loss: 0.0312033 | Time: 3134.69 ms [2022-03-31 16:49:38 main:574] : INFO : Epoch 1961 | loss: 0.0311857 | val_loss: 0.0312011 | Time: 3011.8 ms [2022-03-31 16:49:42 main:574] : INFO : Epoch 1962 | loss: 0.0311862 | val_loss: 0.0311984 | Time: 3137.56 ms [2022-03-31 16:49:45 main:574] : INFO : Epoch 1963 | loss: 0.0311837 | val_loss: 0.0311998 | Time: 3113.5 ms [2022-03-31 16:49:48 main:574] : INFO : Epoch 1964 | loss: 0.0311838 | val_loss: 0.031198 | Time: 3102.93 ms [2022-03-31 16:49:51 main:574] : INFO : Epoch 1965 | loss: 0.0311844 | val_loss: 0.0311974 | Time: 3178.79 ms [2022-03-31 16:49:54 main:574] : INFO : Epoch 1966 | loss: 0.0311871 | val_loss: 0.0311984 | Time: 3116.92 ms [2022-03-31 16:49:57 main:574] : INFO : Epoch 1967 | loss: 0.0311855 | val_loss: 0.0311989 | Time: 3214.57 ms [2022-03-31 16:50:00 main:574] : INFO : Epoch 1968 | loss: 0.0311837 | val_loss: 0.031196 | Time: 2975.1 ms [2022-03-31 16:50:03 main:574] : INFO : Epoch 1969 | loss: 0.0311864 | val_loss: 0.0312019 | Time: 3054.33 ms [2022-03-31 16:50:06 main:574] : INFO : Epoch 1970 | loss: 0.0311861 | val_loss: 0.0312013 | Time: 3127.98 ms [2022-03-31 16:50:10 main:574] : INFO : Epoch 1971 | loss: 0.0311855 | val_loss: 0.0311981 | Time: 3122.27 ms [2022-03-31 16:50:13 main:574] : INFO : Epoch 1972 | loss: 0.0311865 | val_loss: 0.0311995 | Time: 3129.14 ms [2022-03-31 16:50:16 main:574] : INFO : Epoch 1973 | loss: 0.0311891 | val_loss: 0.0311982 | Time: 3172.09 ms [2022-03-31 16:50:19 main:574] : INFO : Epoch 1974 | loss: 0.0311872 | val_loss: 0.0312009 | Time: 3095.76 ms [2022-03-31 16:50:22 main:574] : INFO : Epoch 1975 | loss: 0.0311862 | val_loss: 0.0312184 | Time: 3118.47 ms [2022-03-31 16:50:25 main:574] : INFO : Epoch 1976 | loss: 0.0311843 | val_loss: 0.0312322 | Time: 3107.31 ms [2022-03-31 16:50:28 main:574] : INFO : Epoch 1977 | loss: 0.0311849 | val_loss: 0.0312411 | Time: 3056.91 ms [2022-03-31 16:50:31 main:574] : INFO : Epoch 1978 | loss: 0.0311838 | val_loss: 0.031233 | Time: 3197.78 ms [2022-03-31 16:50:35 main:574] : INFO : Epoch 1979 | loss: 0.0311842 | val_loss: 0.0312049 | Time: 3128 ms [2022-03-31 16:50:38 main:574] : INFO : Epoch 1980 | loss: 0.0311833 | val_loss: 0.0311995 | Time: 3060.43 ms [2022-03-31 16:50:41 main:574] : INFO : Epoch 1981 | loss: 0.0311816 | val_loss: 0.0312066 | Time: 3218.09 ms [2022-03-31 16:50:44 main:574] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0312135 | Time: 3097.01 ms [2022-03-31 16:50:47 main:574] : INFO : Epoch 1983 | loss: 0.0311833 | val_loss: 0.0311956 | Time: 3096.23 ms [2022-03-31 16:50:50 main:574] : INFO : Epoch 1984 | loss: 0.0311825 | val_loss: 0.0312 | Time: 3077.06 ms [2022-03-31 16:50:53 main:574] : INFO : Epoch 1985 | loss: 0.0311827 | val_loss: 0.0312003 | Time: 3087.93 ms [2022-03-31 16:50:56 main:574] : INFO : Epoch 1986 | loss: 0.031184 | val_loss: 0.0312024 | Time: 3132.55 ms [2022-03-31 16:51:00 main:574] : INFO : Epoch 1987 | loss: 0.0311832 | val_loss: 0.0311959 | Time: 3230.58 ms [2022-03-31 16:51:03 main:574] : INFO : Epoch 1988 | loss: 0.0311799 | val_loss: 0.0311967 | Time: 3181.95 ms [2022-03-31 16:51:06 main:574] : INFO : Epoch 1989 | loss: 0.0311805 | val_loss: 0.0311967 | Time: 3059.93 ms [2022-03-31 16:51:09 main:574] : INFO : Epoch 1990 | loss: 0.0311827 | val_loss: 0.0311967 | Time: 3129.71 ms [2022-03-31 16:51:12 main:574] : INFO : Epoch 1991 | loss: 0.031181 | val_loss: 0.0311937 | Time: 3143.95 ms [2022-03-31 16:51:15 main:574] : INFO : Epoch 1992 | loss: 0.0311806 | val_loss: 0.0311956 | Time: 3048.31 ms [2022-03-31 16:51:18 main:574] : INFO : Epoch 1993 | loss: 0.0311802 | val_loss: 0.0311951 | Time: 3177.69 ms [2022-03-31 16:51:22 main:574] : INFO : Epoch 1994 | loss: 0.0311783 | val_loss: 0.0311962 | Time: 3168.8 ms [2022-03-31 16:51:25 main:574] : INFO : Epoch 1995 | loss: 0.0311781 | val_loss: 0.0311954 | Time: 3175.89 ms [2022-03-31 16:51:28 main:574] : INFO : Epoch 1996 | loss: 0.0311763 | val_loss: 0.0311958 | Time: 3095.56 ms [2022-03-31 16:51:31 main:574] : INFO : Epoch 1997 | loss: 0.0311778 | val_loss: 0.0311966 | Time: 3175.86 ms [2022-03-31 16:51:34 main:574] : INFO : Epoch 1998 | loss: 0.0311803 | val_loss: 0.0311952 | Time: 3139.91 ms [2022-03-31 16:51:37 main:574] : INFO : Epoch 1999 | loss: 0.0311826 | val_loss: 0.0311942 | Time: 3117.64 ms [2022-03-31 16:51:40 main:574] : INFO : Epoch 2000 | loss: 0.0311892 | val_loss: 0.0312014 | Time: 3051.38 ms [2022-03-31 16:51:43 main:574] : INFO : Epoch 2001 | loss: 0.031185 | val_loss: 0.0311977 | Time: 3151.59 ms [2022-03-31 16:51:47 main:574] : INFO : Epoch 2002 | loss: 0.0311807 | val_loss: 0.0311941 | Time: 3086.31 ms [2022-03-31 16:51:50 main:574] : INFO : Epoch 2003 | loss: 0.0311783 | val_loss: 0.0311959 | Time: 3092.88 ms [2022-03-31 16:51:53 main:574] : INFO : Epoch 2004 | loss: 0.0311793 | val_loss: 0.0312022 | Time: 3097.08 ms [2022-03-31 16:51:56 main:574] : INFO : Epoch 2005 | loss: 0.0311794 | val_loss: 0.0312011 | Time: 3027.16 ms [2022-03-31 16:51:59 main:574] : INFO : Epoch 2006 | loss: 0.0311806 | val_loss: 0.0311973 | Time: 3101.33 ms [2022-03-31 16:52:02 main:574] : INFO : Epoch 2007 | loss: 0.0311796 | val_loss: 0.031202 | Time: 3113.65 ms [2022-03-31 16:52:05 main:574] : INFO : Epoch 2008 | loss: 0.0311789 | val_loss: 0.0312007 | Time: 3167.01 ms [2022-03-31 16:52:08 main:574] : INFO : Epoch 2009 | loss: 0.0311778 | val_loss: 0.0312045 | Time: 3004.33 ms [2022-03-31 16:52:11 main:574] : INFO : Epoch 2010 | loss: 0.0311789 | val_loss: 0.0311992 | Time: 3103.26 ms [2022-03-31 16:52:14 main:574] : INFO : Epoch 2011 | loss: 0.031178 | val_loss: 0.0311964 | Time: 3076.47 ms [2022-03-31 16:52:18 main:574] : INFO : Epoch 2012 | loss: 0.0311785 | val_loss: 0.0312003 | Time: 3173.81 ms [2022-03-31 16:52:21 main:574] : INFO : Epoch 2013 | loss: 0.031178 | val_loss: 0.0312012 | Time: 3055.55 ms [2022-03-31 16:52:24 main:574] : INFO : Epoch 2014 | loss: 0.0311794 | val_loss: 0.0311965 | Time: 3093.45 ms [2022-03-31 16:52:27 main:574] : INFO : Epoch 2015 | loss: 0.0311765 | val_loss: 0.0311953 | Time: 3014.6 ms [2022-03-31 16:52:30 main:574] : INFO : Epoch 2016 | loss: 0.031177 | val_loss: 0.031198 | Time: 3153.06 ms [2022-03-31 16:52:33 main:574] : INFO : Epoch 2017 | loss: 0.0311784 | val_loss: 0.0311963 | Time: 3063.35 ms [2022-03-31 16:52:36 main:574] : INFO : Epoch 2018 | loss: 0.0311781 | val_loss: 0.0311983 | Time: 3021.96 ms [2022-03-31 16:52:39 main:574] : INFO : Epoch 2019 | loss: 0.031178 | val_loss: 0.0311992 | Time: 3005.67 ms [2022-03-31 16:52:42 main:574] : INFO : Epoch 2020 | loss: 0.0311788 | val_loss: 0.0312 | Time: 3080.03 ms [2022-03-31 16:52:45 main:574] : INFO : Epoch 2021 | loss: 0.0311837 | val_loss: 0.0311962 | Time: 3159.9 ms [2022-03-31 16:52:48 main:574] : INFO : Epoch 2022 | loss: 0.0311819 | val_loss: 0.0311947 | Time: 3137.12 ms [2022-03-31 16:52:51 main:574] : INFO : Epoch 2023 | loss: 0.0311815 | val_loss: 0.0311974 | Time: 3128.86 ms [2022-03-31 16:52:55 main:574] : INFO : Epoch 2024 | loss: 0.0311813 | val_loss: 0.0312025 | Time: 3150.61 ms [2022-03-31 16:52:58 main:574] : INFO : Epoch 2025 | loss: 0.0311819 | val_loss: 0.0311982 | Time: 3054.4 ms [2022-03-31 16:53:01 main:574] : INFO : Epoch 2026 | loss: 0.0311799 | val_loss: 0.0311993 | Time: 3120.63 ms [2022-03-31 16:53:04 main:574] : INFO : Epoch 2027 | loss: 0.0311772 | val_loss: 0.0311992 | Time: 3142.78 ms [2022-03-31 16:53:07 main:574] : INFO : Epoch 2028 | loss: 0.0311802 | val_loss: 0.0312042 | Time: 3140.49 ms [2022-03-31 16:53:10 main:574] : INFO : Epoch 2029 | loss: 0.0311804 | val_loss: 0.0311997 | Time: 3202.4 ms [2022-03-31 16:53:13 main:574] : INFO : Epoch 2030 | loss: 0.0311821 | val_loss: 0.0312117 | Time: 3128.2 ms [2022-03-31 16:53:17 main:574] : INFO : Epoch 2031 | loss: 0.0311825 | val_loss: 0.0311998 | Time: 3160.99 ms [2022-03-31 16:53:20 main:574] : INFO : Epoch 2032 | loss: 0.0311798 | val_loss: 0.031203 | Time: 3141.91 ms [2022-03-31 16:53:23 main:574] : INFO : Epoch 2033 | loss: 0.0311787 | val_loss: 0.0312074 | Time: 3158.87 ms [2022-03-31 16:53:26 main:574] : INFO : Epoch 2034 | loss: 0.0311789 | val_loss: 0.0311975 | Time: 3275.22 ms [2022-03-31 16:53:29 main:574] : INFO : Epoch 2035 | loss: 0.0311769 | val_loss: 0.0311995 | Time: 3074.23 ms [2022-03-31 16:53:32 main:574] : INFO : Epoch 2036 | loss: 0.0311761 | val_loss: 0.0312019 | Time: 3165.43 ms [2022-03-31 16:53:36 main:574] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311991 | Time: 3256.92 ms [2022-03-31 16:53:39 main:574] : INFO : Epoch 2038 | loss: 0.0311761 | val_loss: 0.031199 | Time: 3021.13 ms [2022-03-31 16:53:42 main:574] : INFO : Epoch 2039 | loss: 0.0311743 | val_loss: 0.0312011 | Time: 3047.17 ms [2022-03-31 16:53:45 main:574] : INFO : Epoch 2040 | loss: 0.0311736 | val_loss: 0.0312047 | Time: 3107.99 ms [2022-03-31 16:53:48 main:574] : INFO : Epoch 2041 | loss: 0.0311755 | val_loss: 0.0311999 | Time: 3117.66 ms [2022-03-31 16:53:51 main:574] : INFO : Epoch 2042 | loss: 0.0311743 | val_loss: 0.0312013 | Time: 3045.56 ms [2022-03-31 16:53:54 main:574] : INFO : Epoch 2043 | loss: 0.031175 | val_loss: 0.0312004 | Time: 3152.68 ms [2022-03-31 16:53:57 main:574] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.0312109 | Time: 3120.63 ms [2022-03-31 16:54:00 main:574] : INFO : Epoch 2045 | loss: 0.0311792 | val_loss: 0.0312078 | Time: 3058.46 ms [2022-03-31 16:54:03 main:574] : INFO : Epoch 2046 | loss: 0.031179 | val_loss: 0.0312112 | Time: 3076 ms [2022-03-31 16:54:07 main:574] : INFO : Epoch 2047 | loss: 0.0311822 | val_loss: 0.0312024 | Time: 3137.51 ms [2022-03-31 16:54:10 main:574] : INFO : Epoch 2048 | loss: 0.0311778 | val_loss: 0.0312039 | Time: 3115.45 ms [2022-03-31 16:54:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312039 [2022-03-31 16:54:10 main:603] : INFO : Saving end state to config to file [2022-03-31 16:54:10 main:608] : INFO : Success, exiting.. 16:54:10 (2432): 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)