Task 4380278
| Name | ParityMachine-1612383513-30667-5_0 |
| Workunit | 2440577 |
| Created | 12 Mar 2021, 0:12:37 UTC |
| Sent | 22 Mar 2021, 5:31:48 UTC |
| Report deadline | 29 Mar 2021, 5:31:48 UTC |
| Received | 22 Mar 2021, 7:21:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 46 min 41 sec |
| CPU time | 1 hours 44 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0 main:574] : INFO : Epoch 1542 | loss: 0.0312047 | val_loss: 0.0312084 | Time: 3104.28 ms [2021-03-22 07:55:03 main:574] : INFO : Epoch 1543 | loss: 0.0312048 | val_loss: 0.0312072 | Time: 3090.52 ms [2021-03-22 07:55:06 main:574] : INFO : Epoch 1544 | loss: 0.0312078 | val_loss: 0.0312271 | Time: 3085.71 ms [2021-03-22 07:55:10 main:574] : INFO : Epoch 1545 | loss: 0.0312084 | val_loss: 0.0312077 | Time: 3098.63 ms [2021-03-22 07:55:13 main:574] : INFO : Epoch 1546 | loss: 0.0312082 | val_loss: 0.0312116 | Time: 3089.06 ms [2021-03-22 07:55:16 main:574] : INFO : Epoch 1547 | loss: 0.0312062 | val_loss: 0.0312107 | Time: 3094.17 ms [2021-03-22 07:55:19 main:574] : INFO : Epoch 1548 | loss: 0.0312043 | val_loss: 0.0312054 | Time: 3089.04 ms [2021-03-22 07:55:22 main:574] : INFO : Epoch 1549 | loss: 0.0312049 | val_loss: 0.0312063 | Time: 3086.12 ms [2021-03-22 07:55:25 main:574] : INFO : Epoch 1550 | loss: 0.0312029 | val_loss: 0.0312058 | Time: 3069.99 ms [2021-03-22 07:55:28 main:574] : INFO : Epoch 1551 | loss: 0.0312036 | val_loss: 0.0312074 | Time: 3073 ms [2021-03-22 07:55:31 main:574] : INFO : Epoch 1552 | loss: 0.0312022 | val_loss: 0.0312049 | Time: 3097.32 ms [2021-03-22 07:55:35 main:574] : INFO : Epoch 1553 | loss: 0.031203 | val_loss: 0.0312066 | Time: 3092.54 ms [2021-03-22 07:55:38 main:574] : INFO : Epoch 1554 | loss: 0.031206 | val_loss: 0.0312097 | Time: 3113.32 ms [2021-03-22 07:55:41 main:574] : INFO : Epoch 1555 | loss: 0.0312046 | val_loss: 0.0312061 | Time: 3106.8 ms [2021-03-22 07:55:44 main:574] : INFO : Epoch 1556 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 3084.01 ms [2021-03-22 07:55:47 main:574] : INFO : Epoch 1557 | loss: 0.0312031 | val_loss: 0.0312059 | Time: 3101.25 ms [2021-03-22 07:55:50 main:574] : INFO : Epoch 1558 | loss: 0.0312066 | val_loss: 0.0312051 | Time: 3096.47 ms [2021-03-22 07:55:53 main:574] : INFO : Epoch 1559 | loss: 0.0312039 | val_loss: 0.0312063 | Time: 3077.33 ms [2021-03-22 07:55:56 main:574] : INFO : Epoch 1560 | loss: 0.0312048 | val_loss: 0.0312061 | Time: 3091.15 ms [2021-03-22 07:56:00 main:574] : INFO : Epoch 1561 | loss: 0.031203 | val_loss: 0.0312051 | Time: 3081.53 ms [2021-03-22 07:56:03 main:574] : INFO : Epoch 1562 | loss: 0.0312034 | val_loss: 0.0312039 | Time: 3094.19 ms [2021-03-22 07:56:06 main:574] : INFO : Epoch 1563 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 3103.67 ms [2021-03-22 07:56:09 main:574] : INFO : Epoch 1564 | loss: 0.0312008 | val_loss: 0.0312032 | Time: 3100.94 ms [2021-03-22 07:56:12 main:574] : INFO : Epoch 1565 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 3086.27 ms [2021-03-22 07:56:15 main:574] : INFO : Epoch 1566 | loss: 0.0312112 | val_loss: 0.0312196 | Time: 3084.12 ms [2021-03-22 07:56:18 main:574] : INFO : Epoch 1567 | loss: 0.0312151 | val_loss: 0.0312183 | Time: 3106.44 ms [2021-03-22 07:56:21 main:574] : INFO : Epoch 1568 | loss: 0.0312149 | val_loss: 0.0312139 | Time: 3074.36 ms [2021-03-22 07:56:24 main:574] : INFO : Epoch 1569 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 3090.13 ms [2021-03-22 07:56:28 main:574] : INFO : Epoch 1570 | loss: 0.0312132 | val_loss: 0.031217 | Time: 3100.7 ms [2021-03-22 07:56:31 main:574] : INFO : Epoch 1571 | loss: 0.0312134 | val_loss: 0.0312116 | Time: 3110.7 ms [2021-03-22 07:56:34 main:574] : INFO : Epoch 1572 | loss: 0.0312143 | val_loss: 0.0312243 | Time: 3109.98 ms [2021-03-22 07:56:37 main:574] : INFO : Epoch 1573 | loss: 0.0312188 | val_loss: 0.0312118 | Time: 3089.82 ms [2021-03-22 07:56:40 main:574] : INFO : Epoch 1574 | loss: 0.0312175 | val_loss: 0.0312167 | Time: 3099.26 ms [2021-03-22 07:56:43 main:574] : INFO : Epoch 1575 | loss: 0.0312137 | val_loss: 0.0312147 | Time: 3093.06 ms [2021-03-22 07:56:46 main:574] : INFO : Epoch 1576 | loss: 0.0312103 | val_loss: 0.0312099 | Time: 3117 ms [2021-03-22 07:56:49 main:574] : INFO : Epoch 1577 | loss: 0.0312089 | val_loss: 0.031211 | Time: 3103.98 ms [2021-03-22 07:56:53 main:574] : INFO : Epoch 1578 | loss: 0.03121 | val_loss: 0.0312101 | Time: 3096.88 ms [2021-03-22 07:56:56 main:574] : INFO : Epoch 1579 | loss: 0.031208 | val_loss: 0.0312098 | Time: 3082.9 ms [2021-03-22 07:56:59 main:574] : INFO : Epoch 1580 | loss: 0.0312083 | val_loss: 0.0312111 | Time: 3067.56 ms [2021-03-22 07:57:02 main:574] : INFO : Epoch 1581 | loss: 0.031208 | val_loss: 0.0312083 | Time: 3087.78 ms [2021-03-22 07:57:05 main:574] : INFO : Epoch 1582 | loss: 0.0312076 | val_loss: 0.0312105 | Time: 3081.75 ms [2021-03-22 07:57:08 main:574] : INFO : Epoch 1583 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 3068.08 ms [2021-03-22 07:57:11 main:574] : INFO : Epoch 1584 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 3085.63 ms [2021-03-22 07:57:14 main:574] : INFO : Epoch 1585 | loss: 0.0312069 | val_loss: 0.0312095 | Time: 3086.05 ms [2021-03-22 07:57:18 main:574] : INFO : Epoch 1586 | loss: 0.0312066 | val_loss: 0.031209 | Time: 3077.63 ms [2021-03-22 07:57:21 main:574] : INFO : Epoch 1587 | loss: 0.0312069 | val_loss: 0.0312105 | Time: 3067.72 ms [2021-03-22 07:57:24 main:574] : INFO : Epoch 1588 | loss: 0.0312074 | val_loss: 0.0312104 | Time: 3069.34 ms [2021-03-22 07:57:27 main:574] : INFO : Epoch 1589 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 3085.26 ms [2021-03-22 07:57:30 main:574] : INFO : Epoch 1590 | loss: 0.0312059 | val_loss: 0.0312109 | Time: 3059.35 ms [2021-03-22 07:57:33 main:574] : INFO : Epoch 1591 | loss: 0.0312058 | val_loss: 0.0312086 | Time: 3094.59 ms [2021-03-22 07:57:36 main:574] : INFO : Epoch 1592 | loss: 0.0312076 | val_loss: 0.0312154 | Time: 3114.15 ms [2021-03-22 07:57:39 main:574] : INFO : Epoch 1593 | loss: 0.031217 | val_loss: 0.0312226 | Time: 3108.21 ms [2021-03-22 07:57:43 main:574] : INFO : Epoch 1594 | loss: 0.0312208 | val_loss: 0.031222 | Time: 3127.55 ms [2021-03-22 07:57:46 main:574] : INFO : Epoch 1595 | loss: 0.0312194 | val_loss: 0.0312266 | Time: 3113.32 ms [2021-03-22 07:57:49 main:574] : INFO : Epoch 1596 | loss: 0.0312161 | val_loss: 0.031218 | Time: 3097.65 ms [2021-03-22 07:57:52 main:574] : INFO : Epoch 1597 | loss: 0.0312123 | val_loss: 0.0312173 | Time: 3128.4 ms [2021-03-22 07:57:55 main:574] : INFO : Epoch 1598 | loss: 0.0312136 | val_loss: 0.0312173 | Time: 3082.08 ms [2021-03-22 07:57:58 main:574] : INFO : Epoch 1599 | loss: 0.031213 | val_loss: 0.0312201 | Time: 3082.84 ms [2021-03-22 07:58:01 main:574] : INFO : Epoch 1600 | loss: 0.0312152 | val_loss: 0.0312184 | Time: 3095.68 ms [2021-03-22 07:58:04 main:574] : INFO : Epoch 1601 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 3122.7 ms [2021-03-22 07:58:08 main:574] : INFO : Epoch 1602 | loss: 0.0312134 | val_loss: 0.0312193 | Time: 3120.01 ms [2021-03-22 07:58:11 main:574] : INFO : Epoch 1603 | loss: 0.031213 | val_loss: 0.0312164 | Time: 3105.83 ms [2021-03-22 07:58:14 main:574] : INFO : Epoch 1604 | loss: 0.0312119 | val_loss: 0.031219 | Time: 3124.99 ms [2021-03-22 07:58:17 main:574] : INFO : Epoch 1605 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 3087.82 ms [2021-03-22 07:58:20 main:574] : INFO : Epoch 1606 | loss: 0.0312124 | val_loss: 0.0312221 | Time: 3121.2 ms [2021-03-22 07:58:23 main:574] : INFO : Epoch 1607 | loss: 0.0312146 | val_loss: 0.0312192 | Time: 3125.27 ms [2021-03-22 07:58:27 main:574] : INFO : Epoch 1608 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 3118.52 ms [2021-03-22 07:58:30 main:574] : INFO : Epoch 1609 | loss: 0.0312118 | val_loss: 0.0312189 | Time: 3093.12 ms [2021-03-22 07:58:33 main:574] : INFO : Epoch 1610 | loss: 0.031213 | val_loss: 0.0312195 | Time: 3100.96 ms [2021-03-22 07:58:36 main:574] : INFO : Epoch 1611 | loss: 0.0312121 | val_loss: 0.0312173 | Time: 3082.47 ms [2021-03-22 07:58:39 main:574] : INFO : Epoch 1612 | loss: 0.0312093 | val_loss: 0.0312135 | Time: 3085.72 ms [2021-03-22 07:58:42 main:574] : INFO : Epoch 1613 | loss: 0.0312079 | val_loss: 0.0312136 | Time: 3090.88 ms [2021-03-22 07:58:45 main:574] : INFO : Epoch 1614 | loss: 0.0312069 | val_loss: 0.0312126 | Time: 3074.62 ms [2021-03-22 07:58:48 main:574] : INFO : Epoch 1615 | loss: 0.031207 | val_loss: 0.0312128 | Time: 3153.36 ms [2021-03-22 07:58:52 main:574] : INFO : Epoch 1616 | loss: 0.0312072 | val_loss: 0.0312123 | Time: 3084.65 ms [2021-03-22 07:58:55 main:574] : INFO : Epoch 1617 | loss: 0.031206 | val_loss: 0.0312127 | Time: 3074.93 ms [2021-03-22 07:58:58 main:574] : INFO : Epoch 1618 | loss: 0.0312062 | val_loss: 0.0312126 | Time: 3086.75 ms [2021-03-22 07:59:01 main:574] : INFO : Epoch 1619 | loss: 0.0312061 | val_loss: 0.0312135 | Time: 3106.85 ms [2021-03-22 07:59:04 main:574] : INFO : Epoch 1620 | loss: 0.0312073 | val_loss: 0.0312121 | Time: 3104.45 ms [2021-03-22 07:59:07 main:574] : INFO : Epoch 1621 | loss: 0.0312084 | val_loss: 0.0312105 | Time: 3087.16 ms [2021-03-22 07:59:10 main:574] : INFO : Epoch 1622 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 3094.17 ms [2021-03-22 07:59:13 main:574] : INFO : Epoch 1623 | loss: 0.0312052 | val_loss: 0.0312124 | Time: 3089.71 ms [2021-03-22 07:59:16 main:574] : INFO : Epoch 1624 | loss: 0.0312076 | val_loss: 0.0312108 | Time: 3110.41 ms [2021-03-22 07:59:20 main:574] : INFO : Epoch 1625 | loss: 0.031207 | val_loss: 0.0312102 | Time: 3097.47 ms [2021-03-22 07:59:23 main:574] : INFO : Epoch 1626 | loss: 0.0312062 | val_loss: 0.03121 | Time: 3098.99 ms [2021-03-22 07:59:26 main:574] : INFO : Epoch 1627 | loss: 0.031205 | val_loss: 0.0312113 | Time: 3076.3 ms [2021-03-22 07:59:29 main:574] : INFO : Epoch 1628 | loss: 0.0312051 | val_loss: 0.0312125 | Time: 3103.79 ms [2021-03-22 07:59:32 main:574] : INFO : Epoch 1629 | loss: 0.0312049 | val_loss: 0.0312137 | Time: 3083 ms [2021-03-22 07:59:35 main:574] : INFO : Epoch 1630 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 3083.4 ms [2021-03-22 07:59:38 main:574] : INFO : Epoch 1631 | loss: 0.0312039 | val_loss: 0.0312109 | Time: 3138.57 ms [2021-03-22 07:59:41 main:574] : INFO : Epoch 1632 | loss: 0.0312037 | val_loss: 0.0312094 | Time: 3075.8 ms [2021-03-22 07:59:45 main:574] : INFO : Epoch 1633 | loss: 0.0312052 | val_loss: 0.0312104 | Time: 3088.5 ms [2021-03-22 07:59:48 main:574] : INFO : Epoch 1634 | loss: 0.0312042 | val_loss: 0.0312108 | Time: 3098.71 ms [2021-03-22 07:59:51 main:574] : INFO : Epoch 1635 | loss: 0.0312058 | val_loss: 0.0312099 | Time: 3078.27 ms [2021-03-22 07:59:54 main:574] : INFO : Epoch 1636 | loss: 0.0312031 | val_loss: 0.0312086 | Time: 3082.92 ms [2021-03-22 07:59:57 main:574] : INFO : Epoch 1637 | loss: 0.0312027 | val_loss: 0.031211 | Time: 3110.31 ms [2021-03-22 08:00:00 main:574] : INFO : Epoch 1638 | loss: 0.0312035 | val_loss: 0.031216 | Time: 3063.76 ms [2021-03-22 08:00:03 main:574] : INFO : Epoch 1639 | loss: 0.0312048 | val_loss: 0.0312117 | Time: 3071.74 ms [2021-03-22 08:00:06 main:574] : INFO : Epoch 1640 | loss: 0.0312032 | val_loss: 0.0312139 | Time: 3102.53 ms [2021-03-22 08:00:09 main:574] : INFO : Epoch 1641 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 3064.63 ms [2021-03-22 08:00:13 main:574] : INFO : Epoch 1642 | loss: 0.0312021 | val_loss: 0.03121 | Time: 3093.22 ms [2021-03-22 08:00:16 main:574] : INFO : Epoch 1643 | loss: 0.0312032 | val_loss: 0.031208 | Time: 3081.61 ms [2021-03-22 08:00:19 main:574] : INFO : Epoch 1644 | loss: 0.0312022 | val_loss: 0.0312084 | Time: 3084.7 ms [2021-03-22 08:00:22 main:574] : INFO : Epoch 1645 | loss: 0.031203 | val_loss: 0.0312094 | Time: 3106.59 ms [2021-03-22 08:00:25 main:574] : INFO : Epoch 1646 | loss: 0.0312026 | val_loss: 0.0312091 | Time: 3074.16 ms [2021-03-22 08:00:28 main:574] : INFO : Epoch 1647 | loss: 0.0312028 | val_loss: 0.0312086 | Time: 3094.78 ms [2021-03-22 08:00:31 main:574] : INFO : Epoch 1648 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 3092.13 ms [2021-03-22 08:00:34 main:574] : INFO : Epoch 1649 | loss: 0.0312025 | val_loss: 0.0312098 | Time: 3087.26 ms [2021-03-22 08:00:38 main:574] : INFO : Epoch 1650 | loss: 0.0312041 | val_loss: 0.0312112 | Time: 3077.66 ms [2021-03-22 08:00:41 main:574] : INFO : Epoch 1651 | loss: 0.0312078 | val_loss: 0.0312104 | Time: 3085.1 ms [2021-03-22 08:00:44 main:574] : INFO : Epoch 1652 | loss: 0.0312101 | val_loss: 0.0312106 | Time: 3074.09 ms [2021-03-22 08:00:47 main:574] : INFO : Epoch 1653 | loss: 0.0312054 | val_loss: 0.0312115 | Time: 3101.04 ms [2021-03-22 08:00:50 main:574] : INFO : Epoch 1654 | loss: 0.0312046 | val_loss: 0.031208 | Time: 3106.92 ms [2021-03-22 08:00:53 main:574] : INFO : Epoch 1655 | loss: 0.0312037 | val_loss: 0.0312073 | Time: 3080.18 ms [2021-03-22 08:00:56 main:574] : INFO : Epoch 1656 | loss: 0.0312036 | val_loss: 0.0312075 | Time: 3073.99 ms [2021-03-22 08:00:59 main:574] : INFO : Epoch 1657 | loss: 0.0312033 | val_loss: 0.0312065 | Time: 3110.32 ms [2021-03-22 08:01:02 main:574] : INFO : Epoch 1658 | loss: 0.031204 | val_loss: 0.0312068 | Time: 3106.03 ms [2021-03-22 08:01:06 main:574] : INFO : Epoch 1659 | loss: 0.0312049 | val_loss: 0.0312075 | Time: 3088.36 ms [2021-03-22 08:01:09 main:574] : INFO : Epoch 1660 | loss: 0.0312018 | val_loss: 0.0312062 | Time: 3086.87 ms [2021-03-22 08:01:12 main:574] : INFO : Epoch 1661 | loss: 0.0312017 | val_loss: 0.0312107 | Time: 3083.79 ms [2021-03-22 08:01:15 main:574] : INFO : Epoch 1662 | loss: 0.0312014 | val_loss: 0.0312071 | Time: 3105.46 ms [2021-03-22 08:01:18 main:574] : INFO : Epoch 1663 | loss: 0.0312015 | val_loss: 0.0312056 | Time: 3096.44 ms [2021-03-22 08:01:21 main:574] : INFO : Epoch 1664 | loss: 0.031201 | val_loss: 0.0312069 | Time: 3086.36 ms [2021-03-22 08:01:24 main:574] : INFO : Epoch 1665 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 3072.32 ms [2021-03-22 08:01:27 main:574] : INFO : Epoch 1666 | loss: 0.0312022 | val_loss: 0.0312087 | Time: 3070.9 ms [2021-03-22 08:01:30 main:574] : INFO : Epoch 1667 | loss: 0.0312026 | val_loss: 0.0312075 | Time: 3097.22 ms [2021-03-22 08:01:34 main:574] : INFO : Epoch 1668 | loss: 0.0312052 | val_loss: 0.0312088 | Time: 3084.95 ms [2021-03-22 08:01:37 main:574] : INFO : Epoch 1669 | loss: 0.0312011 | val_loss: 0.0312108 | Time: 3087.57 ms [2021-03-22 08:01:40 main:574] : INFO : Epoch 1670 | loss: 0.0312037 | val_loss: 0.0312089 | Time: 3107.95 ms [2021-03-22 08:01:43 main:574] : INFO : Epoch 1671 | loss: 0.0312019 | val_loss: 0.0312071 | Time: 3092.75 ms [2021-03-22 08:01:46 main:574] : INFO : Epoch 1672 | loss: 0.0312034 | val_loss: 0.0312095 | Time: 3091.4 ms [2021-03-22 08:01:49 main:574] : INFO : Epoch 1673 | loss: 0.031201 | val_loss: 0.0312061 | Time: 3095.23 ms [2021-03-22 08:01:52 main:574] : INFO : Epoch 1674 | loss: 0.0311997 | val_loss: 0.0312064 | Time: 3085.63 ms [2021-03-22 08:01:55 main:574] : INFO : Epoch 1675 | loss: 0.0312004 | val_loss: 0.0312053 | Time: 3072.22 ms [2021-03-22 08:01:59 main:574] : INFO : Epoch 1676 | loss: 0.0311994 | val_loss: 0.0312078 | Time: 3079.69 ms [2021-03-22 08:02:02 main:574] : INFO : Epoch 1677 | loss: 0.0312013 | val_loss: 0.0312076 | Time: 3064.64 ms [2021-03-22 08:02:05 main:574] : INFO : Epoch 1678 | loss: 0.0312055 | val_loss: 0.0312076 | Time: 3085.27 ms [2021-03-22 08:02:08 main:574] : INFO : Epoch 1679 | loss: 0.0312022 | val_loss: 0.0312086 | Time: 3097.52 ms [2021-03-22 08:02:11 main:574] : INFO : Epoch 1680 | loss: 0.0312031 | val_loss: 0.0312114 | Time: 3081.3 ms [2021-03-22 08:02:14 main:574] : INFO : Epoch 1681 | loss: 0.0312006 | val_loss: 0.0312059 | Time: 3069.13 ms [2021-03-22 08:02:17 main:574] : INFO : Epoch 1682 | loss: 0.0312001 | val_loss: 0.0312067 | Time: 3078.13 ms [2021-03-22 08:02:20 main:574] : INFO : Epoch 1683 | loss: 0.0312001 | val_loss: 0.0312061 | Time: 3088.13 ms [2021-03-22 08:02:23 main:574] : INFO : Epoch 1684 | loss: 0.0312005 | val_loss: 0.0312099 | Time: 3057.98 ms [2021-03-22 08:02:26 main:574] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0312051 | Time: 3092.46 ms [2021-03-22 08:02:30 main:574] : INFO : Epoch 1686 | loss: 0.0311999 | val_loss: 0.0312086 | Time: 3099.35 ms [2021-03-22 08:02:33 main:574] : INFO : Epoch 1687 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 3075.39 ms [2021-03-22 08:02:36 main:574] : INFO : Epoch 1688 | loss: 0.0311987 | val_loss: 0.0312051 | Time: 3104.12 ms [2021-03-22 08:02:39 main:574] : INFO : Epoch 1689 | loss: 0.0311981 | val_loss: 0.0312123 | Time: 3081.83 ms [2021-03-22 08:02:42 main:574] : INFO : Epoch 1690 | loss: 0.0311998 | val_loss: 0.0312051 | Time: 3090.25 ms [2021-03-22 08:02:45 main:574] : INFO : Epoch 1691 | loss: 0.0311984 | val_loss: 0.0312072 | Time: 3098.53 ms [2021-03-22 08:02:48 main:574] : INFO : Epoch 1692 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 3086.87 ms [2021-03-22 08:02:51 main:574] : INFO : Epoch 1693 | loss: 0.0311987 | val_loss: 0.0312056 | Time: 3103.09 ms [2021-03-22 08:02:55 main:574] : INFO : Epoch 1694 | loss: 0.0311988 | val_loss: 0.0312078 | Time: 3092.01 ms [2021-03-22 08:02:58 main:574] : INFO : Epoch 1695 | loss: 0.0311986 | val_loss: 0.0312055 | Time: 3097.56 ms [2021-03-22 08:03:01 main:574] : INFO : Epoch 1696 | loss: 0.0311996 | val_loss: 0.0312079 | Time: 3076.21 ms [2021-03-22 08:03:04 main:574] : INFO : Epoch 1697 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 3094.2 ms [2021-03-22 08:03:07 main:574] : INFO : Epoch 1698 | loss: 0.0311999 | val_loss: 0.0312072 | Time: 3094.69 ms [2021-03-22 08:03:10 main:574] : INFO : Epoch 1699 | loss: 0.0312003 | val_loss: 0.0312074 | Time: 3075.94 ms [2021-03-22 08:03:13 main:574] : INFO : Epoch 1700 | loss: 0.0311992 | val_loss: 0.0312105 | Time: 3085.69 ms [2021-03-22 08:03:16 main:574] : INFO : Epoch 1701 | loss: 0.0312003 | val_loss: 0.0312084 | Time: 3088.68 ms [2021-03-22 08:03:19 main:574] : INFO : Epoch 1702 | loss: 0.0312053 | val_loss: 0.0312078 | Time: 3104.29 ms [2021-03-22 08:03:23 main:574] : INFO : Epoch 1703 | loss: 0.0312005 | val_loss: 0.031207 | Time: 3081.98 ms [2021-03-22 08:03:26 main:574] : INFO : Epoch 1704 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 3093.15 ms [2021-03-22 08:03:29 main:574] : INFO : Epoch 1705 | loss: 0.0311996 | val_loss: 0.0312071 | Time: 3078.12 ms [2021-03-22 08:03:32 main:574] : INFO : Epoch 1706 | loss: 0.0311988 | val_loss: 0.0312071 | Time: 3119.57 ms [2021-03-22 08:03:35 main:574] : INFO : Epoch 1707 | loss: 0.0311985 | val_loss: 0.0312074 | Time: 3114.43 ms [2021-03-22 08:03:38 main:574] : INFO : Epoch 1708 | loss: 0.0311978 | val_loss: 0.0312057 | Time: 3110.19 ms [2021-03-22 08:03:41 main:574] : INFO : Epoch 1709 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 3109.92 ms [2021-03-22 08:03:44 main:574] : INFO : Epoch 1710 | loss: 0.0311998 | val_loss: 0.0312077 | Time: 3097.05 ms [2021-03-22 08:03:48 main:574] : INFO : Epoch 1711 | loss: 0.0311982 | val_loss: 0.0312073 | Time: 3085.8 ms [2021-03-22 08:03:51 main:574] : INFO : Epoch 1712 | loss: 0.0312021 | val_loss: 0.0312123 | Time: 3102.68 ms [2021-03-22 08:03:54 main:574] : INFO : Epoch 1713 | loss: 0.031206 | val_loss: 0.0312115 | Time: 3107.21 ms [2021-03-22 08:03:57 main:574] : INFO : Epoch 1714 | loss: 0.0312046 | val_loss: 0.0312096 | Time: 3106.02 ms [2021-03-22 08:04:00 main:574] : INFO : Epoch 1715 | loss: 0.0312027 | val_loss: 0.0312081 | Time: 3138.86 ms [2021-03-22 08:04:03 main:574] : INFO : Epoch 1716 | loss: 0.031202 | val_loss: 0.0312082 | Time: 3131.07 ms [2021-03-22 08:04:06 main:574] : INFO : Epoch 1717 | loss: 0.0312028 | val_loss: 0.0312094 | Time: 3089.88 ms [2021-03-22 08:04:10 main:574] : INFO : Epoch 1718 | loss: 0.0312014 | val_loss: 0.0312101 | Time: 3097.25 ms [2021-03-22 08:04:13 main:574] : INFO : Epoch 1719 | loss: 0.0312012 | val_loss: 0.0312075 | Time: 3094.38 ms [2021-03-22 08:04:16 main:574] : INFO : Epoch 1720 | loss: 0.0312002 | val_loss: 0.0312075 | Time: 3068.78 ms [2021-03-22 08:04:19 main:574] : INFO : Epoch 1721 | loss: 0.0312 | val_loss: 0.0312082 | Time: 3073.35 ms [2021-03-22 08:04:22 main:574] : INFO : Epoch 1722 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 3111.02 ms [2021-03-22 08:04:25 main:574] : INFO : Epoch 1723 | loss: 0.0311992 | val_loss: 0.0312082 | Time: 3073.85 ms [2021-03-22 08:04:28 main:574] : INFO : Epoch 1724 | loss: 0.0311998 | val_loss: 0.0312088 | Time: 3075.63 ms [2021-03-22 08:04:31 main:574] : INFO : Epoch 1725 | loss: 0.031201 | val_loss: 0.0312169 | Time: 3066.59 ms [2021-03-22 08:04:34 main:574] : INFO : Epoch 1726 | loss: 0.0312048 | val_loss: 0.0312122 | Time: 3055.86 ms [2021-03-22 08:04:37 main:574] : INFO : Epoch 1727 | loss: 0.031201 | val_loss: 0.0312102 | Time: 3079.91 ms [2021-03-22 08:04:41 main:574] : INFO : Epoch 1728 | loss: 0.0312027 | val_loss: 0.0312101 | Time: 3092.87 ms [2021-03-22 08:04:44 main:574] : INFO : Epoch 1729 | loss: 0.0312005 | val_loss: 0.0312069 | Time: 3094.84 ms [2021-03-22 08:04:47 main:574] : INFO : Epoch 1730 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 3073.45 ms [2021-03-22 08:04:50 main:574] : INFO : Epoch 1731 | loss: 0.0312004 | val_loss: 0.0312084 | Time: 3063.21 ms [2021-03-22 08:04:53 main:574] : INFO : Epoch 1732 | loss: 0.0311995 | val_loss: 0.0312059 | Time: 3077.02 ms [2021-03-22 08:04:56 main:574] : INFO : Epoch 1733 | loss: 0.0312024 | val_loss: 0.0312062 | Time: 3067 ms [2021-03-22 08:04:59 main:574] : INFO : Epoch 1734 | loss: 0.0312002 | val_loss: 0.0312055 | Time: 3075.73 ms [2021-03-22 08:05:02 main:574] : INFO : Epoch 1735 | loss: 0.0311975 | val_loss: 0.0312052 | Time: 3117.58 ms [2021-03-22 08:05:05 main:574] : INFO : Epoch 1736 | loss: 0.0311985 | val_loss: 0.0312121 | Time: 3101.52 ms [2021-03-22 08:05:09 main:574] : INFO : Epoch 1737 | loss: 0.0311981 | val_loss: 0.0312045 | Time: 3079.14 ms [2021-03-22 08:05:12 main:574] : INFO : Epoch 1738 | loss: 0.0311966 | val_loss: 0.031204 | Time: 3072.19 ms [2021-03-22 08:05:15 main:574] : INFO : Epoch 1739 | loss: 0.0311994 | val_loss: 0.0312075 | Time: 3140.52 ms [2021-03-22 08:05:18 main:574] : INFO : Epoch 1740 | loss: 0.0311969 | val_loss: 0.0312059 | Time: 3090.65 ms [2021-03-22 08:05:21 main:574] : INFO : Epoch 1741 | loss: 0.0311959 | val_loss: 0.0312038 | Time: 3093.32 ms [2021-03-22 08:05:24 main:574] : INFO : Epoch 1742 | loss: 0.0311957 | val_loss: 0.0312033 | Time: 3093.48 ms [2021-03-22 08:05:27 main:574] : INFO : Epoch 1743 | loss: 0.0311956 | val_loss: 0.0312046 | Time: 3099.77 ms [2021-03-22 08:05:30 main:574] : INFO : Epoch 1744 | loss: 0.0311962 | val_loss: 0.0312052 | Time: 3101.72 ms [2021-03-22 08:05:34 main:574] : INFO : Epoch 1745 | loss: 0.0311956 | val_loss: 0.0312039 | Time: 3068.34 ms [2021-03-22 08:05:37 main:574] : INFO : Epoch 1746 | loss: 0.0311947 | val_loss: 0.0312038 | Time: 3091.8 ms [2021-03-22 08:05:40 main:574] : INFO : Epoch 1747 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 3108.61 ms [2021-03-22 08:05:43 main:574] : INFO : Epoch 1748 | loss: 0.0311953 | val_loss: 0.0312033 | Time: 3111.8 ms [2021-03-22 08:05:46 main:574] : INFO : Epoch 1749 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 3104.07 ms [2021-03-22 08:05:49 main:574] : INFO : Epoch 1750 | loss: 0.0311952 | val_loss: 0.031205 | Time: 3118.99 ms [2021-03-22 08:05:52 main:574] : INFO : Epoch 1751 | loss: 0.0311959 | val_loss: 0.0312083 | Time: 3103.84 ms [2021-03-22 08:05:55 main:574] : INFO : Epoch 1752 | loss: 0.0311953 | val_loss: 0.031206 | Time: 3114.03 ms [2021-03-22 08:05:59 main:574] : INFO : Epoch 1753 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 3088.62 ms [2021-03-22 08:06:02 main:574] : INFO : Epoch 1754 | loss: 0.0311947 | val_loss: 0.0312053 | Time: 3100.02 ms [2021-03-22 08:06:05 main:574] : INFO : Epoch 1755 | loss: 0.0311953 | val_loss: 0.0312035 | Time: 3106.31 ms [2021-03-22 08:06:08 main:574] : INFO : Epoch 1756 | loss: 0.0311946 | val_loss: 0.0312038 | Time: 3089.02 ms [2021-03-22 08:06:11 main:574] : INFO : Epoch 1757 | loss: 0.031196 | val_loss: 0.031207 | Time: 3094.87 ms [2021-03-22 08:06:14 main:574] : INFO : Epoch 1758 | loss: 0.0311978 | val_loss: 0.0312056 | Time: 3104.96 ms [2021-03-22 08:06:17 main:574] : INFO : Epoch 1759 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 3087.56 ms [2021-03-22 08:06:20 main:574] : INFO : Epoch 1760 | loss: 0.0311948 | val_loss: 0.0312045 | Time: 3107.79 ms [2021-03-22 08:06:24 main:574] : INFO : Epoch 1761 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 3081.08 ms [2021-03-22 08:06:27 main:574] : INFO : Epoch 1762 | loss: 0.0311948 | val_loss: 0.0312082 | Time: 3097.07 ms [2021-03-22 08:06:30 main:574] : INFO : Epoch 1763 | loss: 0.0311948 | val_loss: 0.031203 | Time: 3076.73 ms [2021-03-22 08:06:33 main:574] : INFO : Epoch 1764 | loss: 0.0311947 | val_loss: 0.0312024 | Time: 3093.02 ms [2021-03-22 08:06:36 main:574] : INFO : Epoch 1765 | loss: 0.0311951 | val_loss: 0.0312021 | Time: 3079.61 ms [2021-03-22 08:06:39 main:574] : INFO : Epoch 1766 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 3100.71 ms [2021-03-22 08:06:42 main:574] : INFO : Epoch 1767 | loss: 0.0311948 | val_loss: 0.0312052 | Time: 3100.29 ms [2021-03-22 08:06:45 main:574] : INFO : Epoch 1768 | loss: 0.0311923 | val_loss: 0.0312032 | Time: 3084.69 ms [2021-03-22 08:06:48 main:574] : INFO : Epoch 1769 | loss: 0.0311918 | val_loss: 0.0312022 | Time: 3082.12 ms [2021-03-22 08:06:52 main:574] : INFO : Epoch 1770 | loss: 0.0311925 | val_loss: 0.0312041 | Time: 3074.02 ms [2021-03-22 08:06:55 main:574] : INFO : Epoch 1771 | loss: 0.0311947 | val_loss: 0.0312057 | Time: 3060.52 ms [2021-03-22 08:06:58 main:574] : INFO : Epoch 1772 | loss: 0.0311978 | val_loss: 0.0312058 | Time: 3084.83 ms [2021-03-22 08:07:01 main:574] : INFO : Epoch 1773 | loss: 0.0311985 | val_loss: 0.031207 | Time: 3090.22 ms [2021-03-22 08:07:04 main:574] : INFO : Epoch 1774 | loss: 0.0311989 | val_loss: 0.0312074 | Time: 3065.98 ms [2021-03-22 08:07:07 main:574] : INFO : Epoch 1775 | loss: 0.0311979 | val_loss: 0.0312044 | Time: 3086.21 ms [2021-03-22 08:07:10 main:574] : INFO : Epoch 1776 | loss: 0.0311968 | val_loss: 0.0312086 | Time: 3108.54 ms [2021-03-22 08:07:13 main:574] : INFO : Epoch 1777 | loss: 0.0311972 | val_loss: 0.0312055 | Time: 3108.39 ms [2021-03-22 08:07:16 main:574] : INFO : Epoch 1778 | loss: 0.0311972 | val_loss: 0.0312053 | Time: 3089.64 ms [2021-03-22 08:07:20 main:574] : INFO : Epoch 1779 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 3074.41 ms [2021-03-22 08:07:23 main:574] : INFO : Epoch 1780 | loss: 0.0311958 | val_loss: 0.0312027 | Time: 3095.28 ms [2021-03-22 08:07:26 main:574] : INFO : Epoch 1781 | loss: 0.0311959 | val_loss: 0.031203 | Time: 3101.09 ms [2021-03-22 08:07:29 main:574] : INFO : Epoch 1782 | loss: 0.0311952 | val_loss: 0.0312047 | Time: 3094.37 ms [2021-03-22 08:07:32 main:574] : INFO : Epoch 1783 | loss: 0.031196 | val_loss: 0.0312023 | Time: 3064.16 ms [2021-03-22 08:07:35 main:574] : INFO : Epoch 1784 | loss: 0.0311935 | val_loss: 0.031203 | Time: 3080.14 ms [2021-03-22 08:07:38 main:574] : INFO : Epoch 1785 | loss: 0.0311946 | val_loss: 0.0312047 | Time: 3088.87 ms [2021-03-22 08:07:41 main:574] : INFO : Epoch 1786 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 3119.37 ms [2021-03-22 08:07:45 main:574] : INFO : Epoch 1787 | loss: 0.0311959 | val_loss: 0.0312041 | Time: 3095.56 ms [2021-03-22 08:07:48 main:574] : INFO : Epoch 1788 | loss: 0.0311977 | val_loss: 0.0312037 | Time: 3116.79 ms [2021-03-22 08:07:51 main:574] : INFO : Epoch 1789 | loss: 0.0311938 | val_loss: 0.0312037 | Time: 3118.96 ms [2021-03-22 08:07:54 main:574] : INFO : Epoch 1790 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 3098.59 ms [2021-03-22 08:07:57 main:574] : INFO : Epoch 1791 | loss: 0.0311936 | val_loss: 0.031207 | Time: 3116.7 ms [2021-03-22 08:08:00 main:574] : INFO : Epoch 1792 | loss: 0.0311961 | val_loss: 0.0312049 | Time: 3113.71 ms [2021-03-22 08:08:03 main:574] : INFO : Epoch 1793 | loss: 0.0311961 | val_loss: 0.0312033 | Time: 3114.74 ms [2021-03-22 08:08:07 main:574] : INFO : Epoch 1794 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 3089.28 ms [2021-03-22 08:08:10 main:574] : INFO : Epoch 1795 | loss: 0.0311955 | val_loss: 0.0312024 | Time: 3083.85 ms [2021-03-22 08:08:13 main:574] : INFO : Epoch 1796 | loss: 0.0311979 | val_loss: 0.0312058 | Time: 3090.15 ms [2021-03-22 08:08:16 main:574] : INFO : Epoch 1797 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 3070.17 ms [2021-03-22 08:08:19 main:574] : INFO : Epoch 1798 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 3097.23 ms [2021-03-22 08:08:22 main:574] : INFO : Epoch 1799 | loss: 0.0311931 | val_loss: 0.0312024 | Time: 3084.85 ms [2021-03-22 08:08:25 main:574] : INFO : Epoch 1800 | loss: 0.0311927 | val_loss: 0.0312019 | Time: 3110.97 ms [2021-03-22 08:08:28 main:574] : INFO : Epoch 1801 | loss: 0.0311922 | val_loss: 0.0312016 | Time: 3089.86 ms [2021-03-22 08:08:31 main:574] : INFO : Epoch 1802 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 3093.94 ms [2021-03-22 08:08:35 main:574] : INFO : Epoch 1803 | loss: 0.0311918 | val_loss: 0.0312012 | Time: 3113.29 ms [2021-03-22 08:08:38 main:574] : INFO : Epoch 1804 | loss: 0.0311932 | val_loss: 0.0312019 | Time: 3095.38 ms [2021-03-22 08:08:41 main:574] : INFO : Epoch 1805 | loss: 0.0311917 | val_loss: 0.0312015 | Time: 3082.3 ms [2021-03-22 08:08:44 main:574] : INFO : Epoch 1806 | loss: 0.0311922 | val_loss: 0.0312023 | Time: 3098.77 ms [2021-03-22 08:08:47 main:574] : INFO : Epoch 1807 | loss: 0.0311928 | val_loss: 0.0312043 | Time: 3093.7 ms [2021-03-22 08:08:50 main:574] : INFO : Epoch 1808 | loss: 0.0311915 | val_loss: 0.0312025 | Time: 3084.96 ms [2021-03-22 08:08:53 main:574] : INFO : Epoch 1809 | loss: 0.0311913 | val_loss: 0.0312019 | Time: 3103.98 ms [2021-03-22 08:08:56 main:574] : INFO : Epoch 1810 | loss: 0.0311918 | val_loss: 0.031203 | Time: 3108.64 ms [2021-03-22 08:09:00 main:574] : INFO : Epoch 1811 | loss: 0.0311918 | val_loss: 0.0312047 | Time: 3127.2 ms [2021-03-22 08:09:03 main:574] : INFO : Epoch 1812 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 3107.39 ms [2021-03-22 08:09:06 main:574] : INFO : Epoch 1813 | loss: 0.0311921 | val_loss: 0.0312082 | Time: 3118.6 ms [2021-03-22 08:09:09 main:574] : INFO : Epoch 1814 | loss: 0.0311933 | val_loss: 0.0312026 | Time: 3099.87 ms [2021-03-22 08:09:12 main:574] : INFO : Epoch 1815 | loss: 0.0311929 | val_loss: 0.0312023 | Time: 3087.24 ms [2021-03-22 08:09:15 main:574] : INFO : Epoch 1816 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 3116.76 ms [2021-03-22 08:09:18 main:574] : INFO : Epoch 1817 | loss: 0.0311932 | val_loss: 0.0312021 | Time: 3093.74 ms [2021-03-22 08:09:22 main:574] : INFO : Epoch 1818 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 3113.26 ms [2021-03-22 08:09:25 main:574] : INFO : Epoch 1819 | loss: 0.0311926 | val_loss: 0.0312075 | Time: 3079.3 ms [2021-03-22 08:09:28 main:574] : INFO : Epoch 1820 | loss: 0.0311923 | val_loss: 0.0312028 | Time: 3112.56 ms [2021-03-22 08:09:31 main:574] : INFO : Epoch 1821 | loss: 0.0311929 | val_loss: 0.0312022 | Time: 3078.56 ms [2021-03-22 08:09:34 main:574] : INFO : Epoch 1822 | loss: 0.0311908 | val_loss: 0.0312034 | Time: 3098.82 ms [2021-03-22 08:09:37 main:574] : INFO : Epoch 1823 | loss: 0.0311938 | val_loss: 0.0312098 | Time: 3104.79 ms [2021-03-22 08:09:40 main:574] : INFO : Epoch 1824 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 3125.39 ms [2021-03-22 08:09:43 main:574] : INFO : Epoch 1825 | loss: 0.0311973 | val_loss: 0.0312071 | Time: 3081.25 ms [2021-03-22 08:09:47 main:574] : INFO : Epoch 1826 | loss: 0.0311952 | val_loss: 0.0312048 | Time: 3117.7 ms [2021-03-22 08:09:50 main:574] : INFO : Epoch 1827 | loss: 0.031195 | val_loss: 0.0312033 | Time: 3078.82 ms [2021-03-22 08:09:53 main:574] : INFO : Epoch 1828 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 3102.59 ms [2021-03-22 08:09:56 main:574] : INFO : Epoch 1829 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 3095.4 ms [2021-03-22 08:09:59 main:574] : INFO : Epoch 1830 | loss: 0.0311954 | val_loss: 0.0312051 | Time: 3123.99 ms [2021-03-22 08:10:02 main:574] : INFO : Epoch 1831 | loss: 0.0311943 | val_loss: 0.031203 | Time: 3125.31 ms [2021-03-22 08:10:05 main:574] : INFO : Epoch 1832 | loss: 0.0311938 | val_loss: 0.0312028 | Time: 3098.5 ms [2021-03-22 08:10:08 main:574] : INFO : Epoch 1833 | loss: 0.0311945 | val_loss: 0.0312013 | Time: 3108.27 ms [2021-03-22 08:10:12 main:574] : INFO : Epoch 1834 | loss: 0.0311956 | val_loss: 0.0312053 | Time: 3110.68 ms [2021-03-22 08:10:15 main:574] : INFO : Epoch 1835 | loss: 0.0311961 | val_loss: 0.0312019 | Time: 3091.59 ms [2021-03-22 08:10:18 main:574] : INFO : Epoch 1836 | loss: 0.0311947 | val_loss: 0.0312011 | Time: 3096.66 ms [2021-03-22 08:10:21 main:574] : INFO : Epoch 1837 | loss: 0.0311941 | val_loss: 0.0312026 | Time: 3090.76 ms [2021-03-22 08:10:24 main:574] : INFO : Epoch 1838 | loss: 0.0311954 | val_loss: 0.0312084 | Time: 3089.92 ms [2021-03-22 08:10:27 main:574] : INFO : Epoch 1839 | loss: 0.0312044 | val_loss: 0.0312028 | Time: 3091.71 ms [2021-03-22 08:10:30 main:574] : INFO : Epoch 1840 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 3091.75 ms [2021-03-22 08:10:33 main:574] : INFO : Epoch 1841 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 3064.39 ms [2021-03-22 08:10:37 main:574] : INFO : Epoch 1842 | loss: 0.0311919 | val_loss: 0.0312014 | Time: 3118.55 ms [2021-03-22 08:10:40 main:574] : INFO : Epoch 1843 | loss: 0.0311931 | val_loss: 0.031202 | Time: 3078.4 ms [2021-03-22 08:10:43 main:574] : INFO : Epoch 1844 | loss: 0.0311937 | val_loss: 0.0312053 | Time: 3088 ms [2021-03-22 08:10:46 main:574] : INFO : Epoch 1845 | loss: 0.0311939 | val_loss: 0.0312013 | Time: 3083.36 ms [2021-03-22 08:10:49 main:574] : INFO : Epoch 1846 | loss: 0.0311937 | val_loss: 0.0312013 | Time: 3066.73 ms [2021-03-22 08:10:52 main:574] : INFO : Epoch 1847 | loss: 0.0311921 | val_loss: 0.0312 | Time: 3088.09 ms [2021-03-22 08:10:55 main:574] : INFO : Epoch 1848 | loss: 0.0311919 | val_loss: 0.0312033 | Time: 3089.98 ms [2021-03-22 08:10:58 main:574] : INFO : Epoch 1849 | loss: 0.0311966 | val_loss: 0.0312062 | Time: 3123.58 ms [2021-03-22 08:11:02 main:574] : INFO : Epoch 1850 | loss: 0.0311957 | val_loss: 0.0312004 | Time: 3099.69 ms [2021-03-22 08:11:05 main:574] : INFO : Epoch 1851 | loss: 0.0311963 | val_loss: 0.0312006 | Time: 3078.06 ms [2021-03-22 08:11:08 main:574] : INFO : Epoch 1852 | loss: 0.0311927 | val_loss: 0.0312009 | Time: 3129.09 ms [2021-03-22 08:11:11 main:574] : INFO : Epoch 1853 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 3089.39 ms [2021-03-22 08:11:14 main:574] : INFO : Epoch 1854 | loss: 0.0311923 | val_loss: 0.0312033 | Time: 3101.4 ms [2021-03-22 08:11:17 main:574] : INFO : Epoch 1855 | loss: 0.031194 | val_loss: 0.0312 | Time: 3087.23 ms [2021-03-22 08:11:20 main:574] : INFO : Epoch 1856 | loss: 0.0311939 | val_loss: 0.0312009 | Time: 3095.94 ms [2021-03-22 08:11:23 main:574] : INFO : Epoch 1857 | loss: 0.0311923 | val_loss: 0.0312 | Time: 3085.43 ms [2021-03-22 08:11:27 main:574] : INFO : Epoch 1858 | loss: 0.0311918 | val_loss: 0.0312046 | Time: 3087.86 ms [2021-03-22 08:11:30 main:574] : INFO : Epoch 1859 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 3095.74 ms [2021-03-22 08:11:33 main:574] : INFO : Epoch 1860 | loss: 0.0311929 | val_loss: 0.0312013 | Time: 3112.59 ms [2021-03-22 08:11:36 main:574] : INFO : Epoch 1861 | loss: 0.0311914 | val_loss: 0.0311994 | Time: 3084.45 ms [2021-03-22 08:11:39 main:574] : INFO : Epoch 1862 | loss: 0.0311913 | val_loss: 0.0311998 | Time: 3088.87 ms [2021-03-22 08:11:42 main:574] : INFO : Epoch 1863 | loss: 0.0311932 | val_loss: 0.0312004 | Time: 3082.46 ms [2021-03-22 08:11:45 main:574] : INFO : Epoch 1864 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 3097.22 ms [2021-03-22 08:11:48 main:574] : INFO : Epoch 1865 | loss: 0.0311918 | val_loss: 0.0312025 | Time: 3117.98 ms [2021-03-22 08:11:52 main:574] : INFO : Epoch 1866 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 3086.98 ms [2021-03-22 08:11:55 main:574] : INFO : Epoch 1867 | loss: 0.0311957 | val_loss: 0.0312108 | Time: 3113.61 ms [2021-03-22 08:11:58 main:574] : INFO : Epoch 1868 | loss: 0.0311953 | val_loss: 0.0312016 | Time: 3112.86 ms [2021-03-22 08:12:01 main:574] : INFO : Epoch 1869 | loss: 0.0311922 | val_loss: 0.0312015 | Time: 3106.13 ms [2021-03-22 08:12:04 main:574] : INFO : Epoch 1870 | loss: 0.0311903 | val_loss: 0.0311994 | Time: 3089.39 ms [2021-03-22 08:12:07 main:574] : INFO : Epoch 1871 | loss: 0.0311907 | val_loss: 0.0311991 | Time: 3120.56 ms [2021-03-22 08:12:10 main:574] : INFO : Epoch 1872 | loss: 0.0311933 | val_loss: 0.0311988 | Time: 3111.11 ms [2021-03-22 08:12:14 main:574] : INFO : Epoch 1873 | loss: 0.0311893 | val_loss: 0.0311997 | Time: 3133.9 ms [2021-03-22 08:12:17 main:574] : INFO : Epoch 1874 | loss: 0.0311898 | val_loss: 0.0311992 | Time: 3121.61 ms [2021-03-22 08:12:20 main:574] : INFO : Epoch 1875 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 3131.49 ms [2021-03-22 08:12:23 main:574] : INFO : Epoch 1876 | loss: 0.03119 | val_loss: 0.0311996 | Time: 3092.27 ms [2021-03-22 08:12:26 main:574] : INFO : Epoch 1877 | loss: 0.0311902 | val_loss: 0.0311998 | Time: 3120.75 ms [2021-03-22 08:12:29 main:574] : INFO : Epoch 1878 | loss: 0.0311896 | val_loss: 0.0311995 | Time: 3074.38 ms [2021-03-22 08:12:32 main:574] : INFO : Epoch 1879 | loss: 0.0311903 | val_loss: 0.0312008 | Time: 3087.44 ms [2021-03-22 08:12:35 main:574] : INFO : Epoch 1880 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 3082.48 ms [2021-03-22 08:12:39 main:574] : INFO : Epoch 1881 | loss: 0.0311908 | val_loss: 0.031203 | Time: 3092.12 ms [2021-03-22 08:12:42 main:574] : INFO : Epoch 1882 | loss: 0.0311941 | val_loss: 0.0311993 | Time: 3100.99 ms [2021-03-22 08:12:45 main:574] : INFO : Epoch 1883 | loss: 0.031193 | val_loss: 0.0312047 | Time: 3072.44 ms [2021-03-22 08:12:48 main:574] : INFO : Epoch 1884 | loss: 0.0311939 | val_loss: 0.031199 | Time: 3082.06 ms [2021-03-22 08:12:51 main:574] : INFO : Epoch 1885 | loss: 0.031192 | val_loss: 0.0311979 | Time: 3107.59 ms [2021-03-22 08:12:54 main:574] : INFO : Epoch 1886 | loss: 0.0311908 | val_loss: 0.0311982 | Time: 3086.88 ms [2021-03-22 08:12:57 main:574] : INFO : Epoch 1887 | loss: 0.03119 | val_loss: 0.0311975 | Time: 3110.03 ms [2021-03-22 08:13:00 main:574] : INFO : Epoch 1888 | loss: 0.0311899 | val_loss: 0.0311973 | Time: 3083.73 ms [2021-03-22 08:13:04 main:574] : INFO : Epoch 1889 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 3111.2 ms [2021-03-22 08:13:07 main:574] : INFO : Epoch 1890 | loss: 0.0311892 | val_loss: 0.0311974 | Time: 3098.41 ms [2021-03-22 08:13:10 main:574] : INFO : Epoch 1891 | loss: 0.0311901 | val_loss: 0.031199 | Time: 3109.33 ms [2021-03-22 08:13:13 main:574] : INFO : Epoch 1892 | loss: 0.0311892 | val_loss: 0.0311989 | Time: 3108.22 ms [2021-03-22 08:13:16 main:574] : INFO : Epoch 1893 | loss: 0.03119 | val_loss: 0.0311974 | Time: 3083.18 ms [2021-03-22 08:13:19 main:574] : INFO : Epoch 1894 | loss: 0.0311912 | val_loss: 0.0311999 | Time: 3105.8 ms [2021-03-22 08:13:22 main:574] : INFO : Epoch 1895 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 3073.21 ms [2021-03-22 08:13:25 main:574] : INFO : Epoch 1896 | loss: 0.0311911 | val_loss: 0.0312077 | Time: 3079 ms [2021-03-22 08:13:29 main:574] : INFO : Epoch 1897 | loss: 0.0311938 | val_loss: 0.0311992 | Time: 3087.72 ms [2021-03-22 08:13:32 main:574] : INFO : Epoch 1898 | loss: 0.0311923 | val_loss: 0.031199 | Time: 3085.69 ms [2021-03-22 08:13:35 main:574] : INFO : Epoch 1899 | loss: 0.0311908 | val_loss: 0.0311992 | Time: 3107.18 ms [2021-03-22 08:13:38 main:574] : INFO : Epoch 1900 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 3109.66 ms [2021-03-22 08:13:41 main:574] : INFO : Epoch 1901 | loss: 0.0311916 | val_loss: 0.0311969 | Time: 3112.6 ms [2021-03-22 08:13:44 main:574] : INFO : Epoch 1902 | loss: 0.0311928 | val_loss: 0.0312009 | Time: 3104.29 ms [2021-03-22 08:13:47 main:574] : INFO : Epoch 1903 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 3118.11 ms [2021-03-22 08:13:50 main:574] : INFO : Epoch 1904 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 3126.04 ms [2021-03-22 08:13:54 main:574] : INFO : Epoch 1905 | loss: 0.0311918 | val_loss: 0.0311995 | Time: 3094.66 ms [2021-03-22 08:13:57 main:574] : INFO : Epoch 1906 | loss: 0.031192 | val_loss: 0.0312031 | Time: 3117.19 ms [2021-03-22 08:14:00 main:574] : INFO : Epoch 1907 | loss: 0.0311903 | val_loss: 0.0312014 | Time: 3101.03 ms [2021-03-22 08:14:03 main:574] : INFO : Epoch 1908 | loss: 0.0311906 | val_loss: 0.0312004 | Time: 3107.76 ms [2021-03-22 08:14:06 main:574] : INFO : Epoch 1909 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 3100.21 ms [2021-03-22 08:14:09 main:574] : INFO : Epoch 1910 | loss: 0.0311935 | val_loss: 0.0312012 | Time: 3095.83 ms [2021-03-22 08:14:12 main:574] : INFO : Epoch 1911 | loss: 0.0311949 | val_loss: 0.031203 | Time: 3069.41 ms [2021-03-22 08:14:15 main:574] : INFO : Epoch 1912 | loss: 0.031195 | val_loss: 0.0311999 | Time: 3092.63 ms [2021-03-22 08:14:19 main:574] : INFO : Epoch 1913 | loss: 0.0311944 | val_loss: 0.0312039 | Time: 3084.17 ms [2021-03-22 08:14:22 main:574] : INFO : Epoch 1914 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 3067.17 ms [2021-03-22 08:14:25 main:574] : INFO : Epoch 1915 | loss: 0.0312033 | val_loss: 0.0312057 | Time: 3089.42 ms [2021-03-22 08:14:28 main:574] : INFO : Epoch 1916 | loss: 0.0312024 | val_loss: 0.0312066 | Time: 3075.69 ms [2021-03-22 08:14:31 main:574] : INFO : Epoch 1917 | loss: 0.0312005 | val_loss: 0.0312057 | Time: 3087.18 ms [2021-03-22 08:14:34 main:574] : INFO : Epoch 1918 | loss: 0.0312022 | val_loss: 0.0312054 | Time: 3106.94 ms [2021-03-22 08:14:37 main:574] : INFO : Epoch 1919 | loss: 0.0311991 | val_loss: 0.0312053 | Time: 3103.4 ms [2021-03-22 08:14:40 main:574] : INFO : Epoch 1920 | loss: 0.0311997 | val_loss: 0.0312047 | Time: 3079.84 ms [2021-03-22 08:14:43 main:574] : INFO : Epoch 1921 | loss: 0.0311992 | val_loss: 0.0312074 | Time: 3094.43 ms [2021-03-22 08:14:47 main:574] : INFO : Epoch 1922 | loss: 0.0312018 | val_loss: 0.0312045 | Time: 3086.1 ms [2021-03-22 08:14:50 main:574] : INFO : Epoch 1923 | loss: 0.0311989 | val_loss: 0.0312051 | Time: 3076.66 ms [2021-03-22 08:14:53 main:574] : INFO : Epoch 1924 | loss: 0.0312001 | val_loss: 0.0312028 | Time: 3101.61 ms [2021-03-22 08:14:56 main:574] : INFO : Epoch 1925 | loss: 0.0311963 | val_loss: 0.0312025 | Time: 3078.78 ms [2021-03-22 08:14:59 main:574] : INFO : Epoch 1926 | loss: 0.0311982 | val_loss: 0.031206 | Time: 3088.69 ms [2021-03-22 08:15:02 main:574] : INFO : Epoch 1927 | loss: 0.0311997 | val_loss: 0.0312027 | Time: 3081.64 ms [2021-03-22 08:15:05 main:574] : INFO : Epoch 1928 | loss: 0.0311981 | val_loss: 0.031203 | Time: 3121.34 ms [2021-03-22 08:15:08 main:574] : INFO : Epoch 1929 | loss: 0.0311986 | val_loss: 0.0312035 | Time: 3107.1 ms [2021-03-22 08:15:12 main:574] : INFO : Epoch 1930 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 3112.75 ms [2021-03-22 08:15:15 main:574] : INFO : Epoch 1931 | loss: 0.0311975 | val_loss: 0.031202 | Time: 3095.35 ms [2021-03-22 08:15:18 main:574] : INFO : Epoch 1932 | loss: 0.0311965 | val_loss: 0.0312016 | Time: 3130.48 ms [2021-03-22 08:15:21 main:574] : INFO : Epoch 1933 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 3128.91 ms [2021-03-22 08:15:24 main:574] : INFO : Epoch 1934 | loss: 0.0311959 | val_loss: 0.031205 | Time: 3101.37 ms [2021-03-22 08:15:27 main:574] : INFO : Epoch 1935 | loss: 0.0312006 | val_loss: 0.0312078 | Time: 3110.24 ms [2021-03-22 08:15:30 main:574] : INFO : Epoch 1936 | loss: 0.0311993 | val_loss: 0.0312046 | Time: 3097.27 ms [2021-03-22 08:15:34 main:574] : INFO : Epoch 1937 | loss: 0.0311945 | val_loss: 0.0312036 | Time: 3083.68 ms [2021-03-22 08:15:37 main:574] : INFO : Epoch 1938 | loss: 0.031195 | val_loss: 0.0312011 | Time: 3091.91 ms [2021-03-22 08:15:40 main:574] : INFO : Epoch 1939 | loss: 0.0311951 | val_loss: 0.0312019 | Time: 3073.07 ms [2021-03-22 08:15:43 main:574] : INFO : Epoch 1940 | loss: 0.0311948 | val_loss: 0.0312083 | Time: 3120.06 ms [2021-03-22 08:15:46 main:574] : INFO : Epoch 1941 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 3091.93 ms [2021-03-22 08:15:49 main:574] : INFO : Epoch 1942 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 3121.76 ms [2021-03-22 08:15:52 main:574] : INFO : Epoch 1943 | loss: 0.0311941 | val_loss: 0.0312021 | Time: 3116.74 ms [2021-03-22 08:15:55 main:574] : INFO : Epoch 1944 | loss: 0.0311935 | val_loss: 0.0312019 | Time: 3087.3 ms [2021-03-22 08:15:59 main:574] : INFO : Epoch 1945 | loss: 0.0311944 | val_loss: 0.0312029 | Time: 3108.05 ms [2021-03-22 08:16:02 main:574] : INFO : Epoch 1946 | loss: 0.031196 | val_loss: 0.0312037 | Time: 3082.72 ms [2021-03-22 08:16:05 main:574] : INFO : Epoch 1947 | loss: 0.0311941 | val_loss: 0.0312012 | Time: 3109.2 ms [2021-03-22 08:16:08 main:574] : INFO : Epoch 1948 | loss: 0.0311968 | val_loss: 0.0312059 | Time: 3116.24 ms [2021-03-22 08:16:11 main:574] : INFO : Epoch 1949 | loss: 0.0311945 | val_loss: 0.0312004 | Time: 3089.02 ms [2021-03-22 08:16:14 main:574] : INFO : Epoch 1950 | loss: 0.0311945 | val_loss: 0.0312067 | Time: 3077.1 ms [2021-03-22 08:16:17 main:574] : INFO : Epoch 1951 | loss: 0.031194 | val_loss: 0.0311996 | Time: 3123.39 ms [2021-03-22 08:16:20 main:574] : INFO : Epoch 1952 | loss: 0.0311938 | val_loss: 0.0312016 | Time: 3094.44 ms [2021-03-22 08:16:24 main:574] : INFO : Epoch 1953 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 3072.68 ms [2021-03-22 08:16:27 main:574] : INFO : Epoch 1954 | loss: 0.0311935 | val_loss: 0.0312019 | Time: 3088.75 ms [2021-03-22 08:16:30 main:574] : INFO : Epoch 1955 | loss: 0.0311934 | val_loss: 0.0312015 | Time: 3114.87 ms [2021-03-22 08:16:33 main:574] : INFO : Epoch 1956 | loss: 0.031194 | val_loss: 0.0312062 | Time: 3081.47 ms [2021-03-22 08:16:36 main:574] : INFO : Epoch 1957 | loss: 0.0311978 | val_loss: 0.0312031 | Time: 3084.5 ms [2021-03-22 08:16:39 main:574] : INFO : Epoch 1958 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 3073.58 ms [2021-03-22 08:16:42 main:574] : INFO : Epoch 1959 | loss: 0.0311928 | val_loss: 0.0312003 | Time: 3079.04 ms [2021-03-22 08:16:45 main:574] : INFO : Epoch 1960 | loss: 0.0311924 | val_loss: 0.0312002 | Time: 3102.73 ms [2021-03-22 08:16:49 main:574] : INFO : Epoch 1961 | loss: 0.031193 | val_loss: 0.0312033 | Time: 3083.99 ms [2021-03-22 08:16:52 main:574] : INFO : Epoch 1962 | loss: 0.0311939 | val_loss: 0.0312011 | Time: 3101.65 ms [2021-03-22 08:16:55 main:574] : INFO : Epoch 1963 | loss: 0.0311933 | val_loss: 0.0312006 | Time: 3087.53 ms [2021-03-22 08:16:58 main:574] : INFO : Epoch 1964 | loss: 0.031194 | val_loss: 0.0312017 | Time: 3066.85 ms [2021-03-22 08:17:01 main:574] : INFO : Epoch 1965 | loss: 0.0311948 | val_loss: 0.0312083 | Time: 3075.54 ms [2021-03-22 08:17:04 main:574] : INFO : Epoch 1966 | loss: 0.0311976 | val_loss: 0.0312043 | Time: 3061.48 ms [2021-03-22 08:17:07 main:574] : INFO : Epoch 1967 | loss: 0.0311959 | val_loss: 0.031202 | Time: 3088.49 ms [2021-03-22 08:17:10 main:574] : INFO : Epoch 1968 | loss: 0.0311962 | val_loss: 0.0312033 | Time: 3091.67 ms [2021-03-22 08:17:13 main:574] : INFO : Epoch 1969 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 3073.36 ms [2021-03-22 08:17:17 main:574] : INFO : Epoch 1970 | loss: 0.0311948 | val_loss: 0.0312015 | Time: 3092.23 ms [2021-03-22 08:17:20 main:574] : INFO : Epoch 1971 | loss: 0.0311943 | val_loss: 0.0312028 | Time: 3075.34 ms [2021-03-22 08:17:23 main:574] : INFO : Epoch 1972 | loss: 0.0311951 | val_loss: 0.0312055 | Time: 3074.55 ms [2021-03-22 08:17:26 main:574] : INFO : Epoch 1973 | loss: 0.0311962 | val_loss: 0.0312031 | Time: 3073.36 ms [2021-03-22 08:17:29 main:574] : INFO : Epoch 1974 | loss: 0.0312006 | val_loss: 0.0312093 | Time: 3087.59 ms [2021-03-22 08:17:32 main:574] : INFO : Epoch 1975 | loss: 0.0311962 | val_loss: 0.0312019 | Time: 3095 ms [2021-03-22 08:17:35 main:574] : INFO : Epoch 1976 | loss: 0.0311943 | val_loss: 0.0312013 | Time: 3087.07 ms [2021-03-22 08:17:38 main:574] : INFO : Epoch 1977 | loss: 0.0311947 | val_loss: 0.0312019 | Time: 3071.7 ms [2021-03-22 08:17:41 main:574] : INFO : Epoch 1978 | loss: 0.0311941 | val_loss: 0.0312036 | Time: 3067.72 ms [2021-03-22 08:17:44 main:574] : INFO : Epoch 1979 | loss: 0.0311925 | val_loss: 0.0312011 | Time: 3061.17 ms [2021-03-22 08:17:48 main:574] : INFO : Epoch 1980 | loss: 0.0311934 | val_loss: 0.0312029 | Time: 3081.05 ms [2021-03-22 08:17:51 main:574] : INFO : Epoch 1981 | loss: 0.0311923 | val_loss: 0.0312004 | Time: 3085.94 ms [2021-03-22 08:17:54 main:574] : INFO : Epoch 1982 | loss: 0.0311931 | val_loss: 0.0312018 | Time: 3095.79 ms [2021-03-22 08:17:57 main:574] : INFO : Epoch 1983 | loss: 0.0311926 | val_loss: 0.0312009 | Time: 3103.92 ms [2021-03-22 08:18:00 main:574] : INFO : Epoch 1984 | loss: 0.0311929 | val_loss: 0.0312004 | Time: 3070.9 ms [2021-03-22 08:18:03 main:574] : INFO : Epoch 1985 | loss: 0.0311921 | val_loss: 0.0312038 | Time: 3059.31 ms [2021-03-22 08:18:06 main:574] : INFO : Epoch 1986 | loss: 0.0311928 | val_loss: 0.0312001 | Time: 3094.01 ms [2021-03-22 08:18:09 main:574] : INFO : Epoch 1987 | loss: 0.0311914 | val_loss: 0.0312006 | Time: 3064.95 ms [2021-03-22 08:18:12 main:574] : INFO : Epoch 1988 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 3065.77 ms [2021-03-22 08:18:15 main:574] : INFO : Epoch 1989 | loss: 0.031191 | val_loss: 0.0312004 | Time: 3089.43 ms [2021-03-22 08:18:19 main:574] : INFO : Epoch 1990 | loss: 0.0311916 | val_loss: 0.0312024 | Time: 3113.34 ms [2021-03-22 08:18:22 main:574] : INFO : Epoch 1991 | loss: 0.0312043 | val_loss: 0.0312038 | Time: 3075.6 ms [2021-03-22 08:18:25 main:574] : INFO : Epoch 1992 | loss: 0.0311922 | val_loss: 0.0312019 | Time: 3082.96 ms [2021-03-22 08:18:28 main:574] : INFO : Epoch 1993 | loss: 0.0311911 | val_loss: 0.031201 | Time: 3067.01 ms [2021-03-22 08:18:31 main:574] : INFO : Epoch 1994 | loss: 0.0311908 | val_loss: 0.0312005 | Time: 3088.01 ms [2021-03-22 08:18:34 main:574] : INFO : Epoch 1995 | loss: 0.0311909 | val_loss: 0.0312009 | Time: 3095.82 ms [2021-03-22 08:18:37 main:574] : INFO : Epoch 1996 | loss: 0.0311906 | val_loss: 0.0312035 | Time: 3092.45 ms [2021-03-22 08:18:40 main:574] : INFO : Epoch 1997 | loss: 0.03119 | val_loss: 0.0312051 | Time: 3116.3 ms [2021-03-22 08:18:44 main:574] : INFO : Epoch 1998 | loss: 0.0311927 | val_loss: 0.0312005 | Time: 3092.99 ms [2021-03-22 08:18:47 main:574] : INFO : Epoch 1999 | loss: 0.0311964 | val_loss: 0.0312082 | Time: 3081.22 ms [2021-03-22 08:18:50 main:574] : INFO : Epoch 2000 | loss: 0.0311923 | val_loss: 0.0312044 | Time: 3119.61 ms [2021-03-22 08:18:53 main:574] : INFO : Epoch 2001 | loss: 0.0311918 | val_loss: 0.0311992 | Time: 3103.68 ms [2021-03-22 08:18:56 main:574] : INFO : Epoch 2002 | loss: 0.03119 | val_loss: 0.031201 | Time: 3110.6 ms [2021-03-22 08:18:59 main:574] : INFO : Epoch 2003 | loss: 0.0311911 | val_loss: 0.0312024 | Time: 3091.91 ms [2021-03-22 08:19:02 main:574] : INFO : Epoch 2004 | loss: 0.0311903 | val_loss: 0.0312015 | Time: 3115.94 ms [2021-03-22 08:19:05 main:574] : INFO : Epoch 2005 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 3100.98 ms [2021-03-22 08:19:09 main:574] : INFO : Epoch 2006 | loss: 0.0311907 | val_loss: 0.0312022 | Time: 3104.16 ms [2021-03-22 08:19:12 main:574] : INFO : Epoch 2007 | loss: 0.0311893 | val_loss: 0.0312022 | Time: 3097.43 ms [2021-03-22 08:19:15 main:574] : INFO : Epoch 2008 | loss: 0.0311909 | val_loss: 0.0312049 | Time: 3113.11 ms [2021-03-22 08:19:18 main:574] : INFO : Epoch 2009 | loss: 0.031194 | val_loss: 0.0312088 | Time: 3102.6 ms [2021-03-22 08:19:21 main:574] : INFO : Epoch 2010 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 3128.35 ms [2021-03-22 08:19:24 main:574] : INFO : Epoch 2011 | loss: 0.03119 | val_loss: 0.0311987 | Time: 3135.44 ms [2021-03-22 08:19:28 main:574] : INFO : Epoch 2012 | loss: 0.0311897 | val_loss: 0.0311996 | Time: 3112.73 ms [2021-03-22 08:19:31 main:574] : INFO : Epoch 2013 | loss: 0.0311887 | val_loss: 0.0312003 | Time: 3107.49 ms [2021-03-22 08:19:34 main:574] : INFO : Epoch 2014 | loss: 0.0311896 | val_loss: 0.0312002 | Time: 3095.37 ms [2021-03-22 08:19:37 main:574] : INFO : Epoch 2015 | loss: 0.0311936 | val_loss: 0.0312039 | Time: 3091.66 ms [2021-03-22 08:19:40 main:574] : INFO : Epoch 2016 | loss: 0.0311974 | val_loss: 0.0312081 | Time: 3105.34 ms [2021-03-22 08:19:43 main:574] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0312087 | Time: 3110.63 ms [2021-03-22 08:19:46 main:574] : INFO : Epoch 2018 | loss: 0.0312 | val_loss: 0.0312092 | Time: 3113.44 ms [2021-03-22 08:19:49 main:574] : INFO : Epoch 2019 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 3120.79 ms [2021-03-22 08:19:53 main:574] : INFO : Epoch 2020 | loss: 0.0311971 | val_loss: 0.0312055 | Time: 3093.48 ms [2021-03-22 08:19:56 main:574] : INFO : Epoch 2021 | loss: 0.0311973 | val_loss: 0.0312048 | Time: 3124.54 ms [2021-03-22 08:19:59 main:574] : INFO : Epoch 2022 | loss: 0.0311967 | val_loss: 0.0312098 | Time: 3136.34 ms [2021-03-22 08:20:02 main:574] : INFO : Epoch 2023 | loss: 0.031197 | val_loss: 0.0312084 | Time: 3106.86 ms [2021-03-22 08:20:05 main:574] : INFO : Epoch 2024 | loss: 0.0311973 | val_loss: 0.0312079 | Time: 3088.12 ms [2021-03-22 08:20:08 main:574] : INFO : Epoch 2025 | loss: 0.031199 | val_loss: 0.0312049 | Time: 3086.95 ms [2021-03-22 08:20:11 main:574] : INFO : Epoch 2026 | loss: 0.031196 | val_loss: 0.0312055 | Time: 3095.79 ms [2021-03-22 08:20:15 main:574] : INFO : Epoch 2027 | loss: 0.0311959 | val_loss: 0.0312088 | Time: 3132.74 ms [2021-03-22 08:20:18 main:574] : INFO : Epoch 2028 | loss: 0.0311987 | val_loss: 0.0312131 | Time: 3105.73 ms [2021-03-22 08:20:21 main:574] : INFO : Epoch 2029 | loss: 0.0311962 | val_loss: 0.0312063 | Time: 3108.24 ms [2021-03-22 08:20:24 main:574] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0312056 | Time: 3122.73 ms [2021-03-22 08:20:27 main:574] : INFO : Epoch 2031 | loss: 0.0311947 | val_loss: 0.0312047 | Time: 3092.37 ms [2021-03-22 08:20:30 main:574] : INFO : Epoch 2032 | loss: 0.0311955 | val_loss: 0.0312043 | Time: 3110.13 ms [2021-03-22 08:20:33 main:574] : INFO : Epoch 2033 | loss: 0.0311963 | val_loss: 0.0312047 | Time: 3109.28 ms [2021-03-22 08:20:37 main:574] : INFO : Epoch 2034 | loss: 0.0311941 | val_loss: 0.0312041 | Time: 3101.42 ms [2021-03-22 08:20:40 main:574] : INFO : Epoch 2035 | loss: 0.0311941 | val_loss: 0.0312041 | Time: 3121.58 ms [2021-03-22 08:20:43 main:574] : INFO : Epoch 2036 | loss: 0.0311953 | val_loss: 0.0312053 | Time: 3096.66 ms [2021-03-22 08:20:46 main:574] : INFO : Epoch 2037 | loss: 0.0311937 | val_loss: 0.0312047 | Time: 3107.94 ms [2021-03-22 08:20:49 main:574] : INFO : Epoch 2038 | loss: 0.0311959 | val_loss: 0.0312118 | Time: 3125.14 ms [2021-03-22 08:20:52 main:574] : INFO : Epoch 2039 | loss: 0.0312018 | val_loss: 0.0312078 | Time: 3093.27 ms [2021-03-22 08:20:55 main:574] : INFO : Epoch 2040 | loss: 0.0312007 | val_loss: 0.0312142 | Time: 3102.63 ms [2021-03-22 08:20:59 main:574] : INFO : Epoch 2041 | loss: 0.0311984 | val_loss: 0.0312185 | Time: 3126.9 ms [2021-03-22 08:21:02 main:574] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0312049 | Time: 3111 ms [2021-03-22 08:21:05 main:574] : INFO : Epoch 2043 | loss: 0.0311926 | val_loss: 0.031204 | Time: 3102.94 ms [2021-03-22 08:21:08 main:574] : INFO : Epoch 2044 | loss: 0.0311928 | val_loss: 0.0312068 | Time: 3116.99 ms [2021-03-22 08:21:11 main:574] : INFO : Epoch 2045 | loss: 0.0311979 | val_loss: 0.0312067 | Time: 3090.54 ms [2021-03-22 08:21:14 main:574] : INFO : Epoch 2046 | loss: 0.0311961 | val_loss: 0.031205 | Time: 3113.44 ms [2021-03-22 08:21:17 main:574] : INFO : Epoch 2047 | loss: 0.0311948 | val_loss: 0.0312049 | Time: 3107.73 ms [2021-03-22 08:21:20 main:574] : INFO : Epoch 2048 | loss: 0.0311951 | val_loss: 0.0312057 | Time: 3091.82 ms [2021-03-22 08:21:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312057 [2021-03-22 08:21:20 main:603] : INFO : Saving end state to config to file [2021-03-22 08:21:20 main:608] : INFO : Success, exiting.. 08:21:20 (3016): 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)