Task 7601704
| Name | ParityModified-1630358858-10243-3_0 |
| Workunit | 5257053 |
| Created | 26 Sep 2021, 8:21:37 UTC |
| Sent | 28 Sep 2021, 23:55:09 UTC |
| Report deadline | 5 Oct 2021, 23:55:09 UTC |
| Received | 29 Sep 2021, 6:31:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 51 min 19 sec |
| CPU time | 2 hours 39 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312105 | val_loss: 0.031213 | Time: 5012.32 ms
[2021-09-29 07:48:42 main:574] : INFO : Epoch 1543 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 5168.09 ms
[2021-09-29 07:48:47 main:574] : INFO : Epoch 1544 | loss: 0.0312093 | val_loss: 0.031212 | Time: 5062.45 ms
[2021-09-29 07:48:52 main:574] : INFO : Epoch 1545 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 5078.32 ms
[2021-09-29 07:48:57 main:574] : INFO : Epoch 1546 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 4954.21 ms
[2021-09-29 07:49:02 main:574] : INFO : Epoch 1547 | loss: 0.0312092 | val_loss: 0.0312126 | Time: 5339.03 ms
[2021-09-29 07:49:07 main:574] : INFO : Epoch 1548 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 4839.51 ms
[2021-09-29 07:49:12 main:574] : INFO : Epoch 1549 | loss: 0.0312095 | val_loss: 0.0312129 | Time: 5020.92 ms
[2021-09-29 07:49:17 main:574] : INFO : Epoch 1550 | loss: 0.0312098 | val_loss: 0.031214 | Time: 5019.13 ms
[2021-09-29 07:49:22 main:574] : INFO : Epoch 1551 | loss: 0.03121 | val_loss: 0.0312119 | Time: 5137.47 ms
[2021-09-29 07:49:28 main:574] : INFO : Epoch 1552 | loss: 0.0312095 | val_loss: 0.0312142 | Time: 5099.17 ms
[2021-09-29 07:49:32 main:574] : INFO : Epoch 1553 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 4881.81 ms
[2021-09-29 07:49:37 main:574] : INFO : Epoch 1554 | loss: 0.0312091 | val_loss: 0.0312127 | Time: 4597.65 ms
[2021-09-29 07:49:42 main:574] : INFO : Epoch 1555 | loss: 0.0312095 | val_loss: 0.031212 | Time: 5291.94 ms
[2021-09-29 07:49:48 main:574] : INFO : Epoch 1556 | loss: 0.0312088 | val_loss: 0.0312122 | Time: 5101.84 ms
[2021-09-29 07:49:53 main:574] : INFO : Epoch 1557 | loss: 0.0312088 | val_loss: 0.0312122 | Time: 5016.9 ms
[2021-09-29 07:49:57 main:574] : INFO : Epoch 1558 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 4809.79 ms
[2021-09-29 07:50:02 main:574] : INFO : Epoch 1559 | loss: 0.0312096 | val_loss: 0.0312143 | Time: 4970.5 ms
[2021-09-29 07:50:07 main:574] : INFO : Epoch 1560 | loss: 0.03121 | val_loss: 0.0312129 | Time: 4839.85 ms
[2021-09-29 07:50:12 main:574] : INFO : Epoch 1561 | loss: 0.0312105 | val_loss: 0.0312161 | Time: 5088.27 ms
[2021-09-29 07:50:17 main:574] : INFO : Epoch 1562 | loss: 0.0312114 | val_loss: 0.031215 | Time: 4991.49 ms
[2021-09-29 07:50:22 main:574] : INFO : Epoch 1563 | loss: 0.0312106 | val_loss: 0.0312115 | Time: 5129.19 ms
[2021-09-29 07:50:27 main:574] : INFO : Epoch 1564 | loss: 0.0312088 | val_loss: 0.0312119 | Time: 5001.53 ms
[2021-09-29 07:50:33 main:574] : INFO : Epoch 1565 | loss: 0.0312086 | val_loss: 0.0312125 | Time: 5523.36 ms
[2021-09-29 07:50:38 main:574] : INFO : Epoch 1566 | loss: 0.0312087 | val_loss: 0.0312121 | Time: 5201.04 ms
[2021-09-29 07:50:43 main:574] : INFO : Epoch 1567 | loss: 0.0312084 | val_loss: 0.031212 | Time: 4920.86 ms
[2021-09-29 07:50:48 main:574] : INFO : Epoch 1568 | loss: 0.0312086 | val_loss: 0.0312129 | Time: 4902.32 ms
[2021-09-29 07:50:53 main:574] : INFO : Epoch 1569 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 4942.91 ms
[2021-09-29 07:50:58 main:574] : INFO : Epoch 1570 | loss: 0.0312097 | val_loss: 0.0312122 | Time: 4959.38 ms
[2021-09-29 07:51:03 main:574] : INFO : Epoch 1571 | loss: 0.031209 | val_loss: 0.0312129 | Time: 5015.27 ms
[2021-09-29 07:51:08 main:574] : INFO : Epoch 1572 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 5082.59 ms
[2021-09-29 07:51:13 main:574] : INFO : Epoch 1573 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 4890.54 ms
[2021-09-29 07:51:18 main:574] : INFO : Epoch 1574 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 4861.72 ms
[2021-09-29 07:51:23 main:574] : INFO : Epoch 1575 | loss: 0.0312085 | val_loss: 0.0312121 | Time: 5076.21 ms
[2021-09-29 07:51:28 main:574] : INFO : Epoch 1576 | loss: 0.0312086 | val_loss: 0.0312116 | Time: 5191.59 ms
[2021-09-29 07:51:33 main:574] : INFO : Epoch 1577 | loss: 0.0312084 | val_loss: 0.0312132 | Time: 5087.24 ms
[2021-09-29 07:51:39 main:574] : INFO : Epoch 1578 | loss: 0.031208 | val_loss: 0.0312113 | Time: 5543.06 ms
[2021-09-29 07:51:43 main:574] : INFO : Epoch 1579 | loss: 0.0312096 | val_loss: 0.0312128 | Time: 4791.96 ms
[2021-09-29 07:51:48 main:574] : INFO : Epoch 1580 | loss: 0.0312095 | val_loss: 0.031211 | Time: 4929.74 ms
[2021-09-29 07:51:53 main:574] : INFO : Epoch 1581 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 4890.5 ms
[2021-09-29 07:51:58 main:574] : INFO : Epoch 1582 | loss: 0.0312102 | val_loss: 0.0312152 | Time: 4881.86 ms
[2021-09-29 07:52:03 main:574] : INFO : Epoch 1583 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 5015.19 ms
[2021-09-29 07:52:08 main:574] : INFO : Epoch 1584 | loss: 0.03121 | val_loss: 0.0312131 | Time: 4892.56 ms
[2021-09-29 07:52:13 main:574] : INFO : Epoch 1585 | loss: 0.0312086 | val_loss: 0.0312161 | Time: 4954.45 ms
[2021-09-29 07:52:18 main:574] : INFO : Epoch 1586 | loss: 0.0312089 | val_loss: 0.0312108 | Time: 4824.11 ms
[2021-09-29 07:52:23 main:574] : INFO : Epoch 1587 | loss: 0.0312084 | val_loss: 0.0312155 | Time: 5060.41 ms
[2021-09-29 07:52:28 main:574] : INFO : Epoch 1588 | loss: 0.03121 | val_loss: 0.0312112 | Time: 4909.7 ms
[2021-09-29 07:52:33 main:574] : INFO : Epoch 1589 | loss: 0.0312081 | val_loss: 0.0312108 | Time: 5311.46 ms
[2021-09-29 07:52:38 main:574] : INFO : Epoch 1590 | loss: 0.0312079 | val_loss: 0.031211 | Time: 5003.73 ms
[2021-09-29 07:52:44 main:574] : INFO : Epoch 1591 | loss: 0.0312089 | val_loss: 0.0312128 | Time: 5413.01 ms
[2021-09-29 07:52:48 main:574] : INFO : Epoch 1592 | loss: 0.0312079 | val_loss: 0.0312104 | Time: 4799.8 ms
[2021-09-29 07:52:53 main:574] : INFO : Epoch 1593 | loss: 0.0312082 | val_loss: 0.0312112 | Time: 5038.18 ms
[2021-09-29 07:52:59 main:574] : INFO : Epoch 1594 | loss: 0.031208 | val_loss: 0.0312104 | Time: 5039.57 ms
[2021-09-29 07:53:04 main:574] : INFO : Epoch 1595 | loss: 0.0312079 | val_loss: 0.0312104 | Time: 5074.57 ms
[2021-09-29 07:53:09 main:574] : INFO : Epoch 1596 | loss: 0.0312079 | val_loss: 0.0312119 | Time: 5039.27 ms
[2021-09-29 07:53:14 main:574] : INFO : Epoch 1597 | loss: 0.0312082 | val_loss: 0.0312118 | Time: 5081.65 ms
[2021-09-29 07:53:19 main:574] : INFO : Epoch 1598 | loss: 0.031208 | val_loss: 0.0312103 | Time: 5103.09 ms
[2021-09-29 07:53:24 main:574] : INFO : Epoch 1599 | loss: 0.0312072 | val_loss: 0.0312113 | Time: 4921.48 ms
[2021-09-29 07:53:29 main:574] : INFO : Epoch 1600 | loss: 0.031208 | val_loss: 0.0312131 | Time: 4767.2 ms
[2021-09-29 07:53:33 main:574] : INFO : Epoch 1601 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 4858.75 ms
[2021-09-29 07:53:38 main:574] : INFO : Epoch 1602 | loss: 0.0312075 | val_loss: 0.0312125 | Time: 4960.71 ms
[2021-09-29 07:53:43 main:574] : INFO : Epoch 1603 | loss: 0.03121 | val_loss: 0.0312143 | Time: 4881.58 ms
[2021-09-29 07:53:49 main:574] : INFO : Epoch 1604 | loss: 0.0312102 | val_loss: 0.0312124 | Time: 5421.8 ms
[2021-09-29 07:53:54 main:574] : INFO : Epoch 1605 | loss: 0.0312097 | val_loss: 0.0312127 | Time: 5101.74 ms
[2021-09-29 07:53:59 main:574] : INFO : Epoch 1606 | loss: 0.0312099 | val_loss: 0.0312134 | Time: 4969.92 ms
[2021-09-29 07:54:04 main:574] : INFO : Epoch 1607 | loss: 0.031209 | val_loss: 0.0312111 | Time: 5038.76 ms
[2021-09-29 07:54:09 main:574] : INFO : Epoch 1608 | loss: 0.031208 | val_loss: 0.0312114 | Time: 5143 ms
[2021-09-29 07:54:14 main:574] : INFO : Epoch 1609 | loss: 0.0312081 | val_loss: 0.0312112 | Time: 5296.16 ms
[2021-09-29 07:54:19 main:574] : INFO : Epoch 1610 | loss: 0.0312085 | val_loss: 0.0312124 | Time: 5008.11 ms
[2021-09-29 07:54:24 main:574] : INFO : Epoch 1611 | loss: 0.0312087 | val_loss: 0.031213 | Time: 4885.42 ms
[2021-09-29 07:54:29 main:574] : INFO : Epoch 1612 | loss: 0.031208 | val_loss: 0.0312111 | Time: 4766.98 ms
[2021-09-29 07:54:34 main:574] : INFO : Epoch 1613 | loss: 0.0312084 | val_loss: 0.0312136 | Time: 4985.37 ms
[2021-09-29 07:54:39 main:574] : INFO : Epoch 1614 | loss: 0.0312082 | val_loss: 0.031211 | Time: 4884.23 ms
[2021-09-29 07:54:44 main:574] : INFO : Epoch 1615 | loss: 0.0312078 | val_loss: 0.0312112 | Time: 5178.52 ms
[2021-09-29 07:54:49 main:574] : INFO : Epoch 1616 | loss: 0.0312081 | val_loss: 0.0312111 | Time: 4914.21 ms
[2021-09-29 07:54:54 main:574] : INFO : Epoch 1617 | loss: 0.0312078 | val_loss: 0.0312112 | Time: 5331.91 ms
[2021-09-29 07:54:59 main:574] : INFO : Epoch 1618 | loss: 0.0312077 | val_loss: 0.0312111 | Time: 4912.49 ms
[2021-09-29 07:55:04 main:574] : INFO : Epoch 1619 | loss: 0.0312082 | val_loss: 0.0312123 | Time: 5019.91 ms
[2021-09-29 07:55:09 main:574] : INFO : Epoch 1620 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 4893.33 ms
[2021-09-29 07:55:14 main:574] : INFO : Epoch 1621 | loss: 0.0312079 | val_loss: 0.0312119 | Time: 4922.59 ms
[2021-09-29 07:55:19 main:574] : INFO : Epoch 1622 | loss: 0.0312078 | val_loss: 0.0312114 | Time: 4996.57 ms
[2021-09-29 07:55:24 main:574] : INFO : Epoch 1623 | loss: 0.0312077 | val_loss: 0.0312107 | Time: 4924.48 ms
[2021-09-29 07:55:29 main:574] : INFO : Epoch 1624 | loss: 0.0312077 | val_loss: 0.0312146 | Time: 4854.53 ms
[2021-09-29 07:55:34 main:574] : INFO : Epoch 1625 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 4869.15 ms
[2021-09-29 07:55:39 main:574] : INFO : Epoch 1626 | loss: 0.031211 | val_loss: 0.0312134 | Time: 4884.43 ms
[2021-09-29 07:55:43 main:574] : INFO : Epoch 1627 | loss: 0.0312111 | val_loss: 0.0312139 | Time: 4805.67 ms
[2021-09-29 07:55:48 main:574] : INFO : Epoch 1628 | loss: 0.0312083 | val_loss: 0.0312101 | Time: 5018.6 ms
[2021-09-29 07:55:54 main:574] : INFO : Epoch 1629 | loss: 0.0312085 | val_loss: 0.0312111 | Time: 5197.13 ms
[2021-09-29 07:55:59 main:574] : INFO : Epoch 1630 | loss: 0.0312082 | val_loss: 0.0312124 | Time: 5268.08 ms
[2021-09-29 07:56:04 main:574] : INFO : Epoch 1631 | loss: 0.0312087 | val_loss: 0.0312113 | Time: 5320.12 ms
[2021-09-29 07:56:09 main:574] : INFO : Epoch 1632 | loss: 0.031209 | val_loss: 0.0312136 | Time: 4855.35 ms
[2021-09-29 07:56:14 main:574] : INFO : Epoch 1633 | loss: 0.0312116 | val_loss: 0.0312164 | Time: 5017.41 ms
[2021-09-29 07:56:19 main:574] : INFO : Epoch 1634 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 4877.57 ms
[2021-09-29 07:56:24 main:574] : INFO : Epoch 1635 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 4916.26 ms
[2021-09-29 07:56:29 main:574] : INFO : Epoch 1636 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 4868.38 ms
[2021-09-29 07:56:34 main:574] : INFO : Epoch 1637 | loss: 0.0312111 | val_loss: 0.0312137 | Time: 4906.08 ms
[2021-09-29 07:56:39 main:574] : INFO : Epoch 1638 | loss: 0.0312104 | val_loss: 0.031212 | Time: 4938.35 ms
[2021-09-29 07:56:44 main:574] : INFO : Epoch 1639 | loss: 0.0312106 | val_loss: 0.0312133 | Time: 4870.41 ms
[2021-09-29 07:56:48 main:574] : INFO : Epoch 1640 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 4973.72 ms
[2021-09-29 07:56:53 main:574] : INFO : Epoch 1641 | loss: 0.0312115 | val_loss: 0.0312118 | Time: 4901.73 ms
[2021-09-29 07:56:59 main:574] : INFO : Epoch 1642 | loss: 0.03121 | val_loss: 0.0312132 | Time: 5144.57 ms
[2021-09-29 07:57:04 main:574] : INFO : Epoch 1643 | loss: 0.0312091 | val_loss: 0.0312109 | Time: 5032.86 ms
[2021-09-29 07:57:09 main:574] : INFO : Epoch 1644 | loss: 0.0312086 | val_loss: 0.0312109 | Time: 5354.74 ms
[2021-09-29 07:57:14 main:574] : INFO : Epoch 1645 | loss: 0.0312082 | val_loss: 0.0312108 | Time: 4969.61 ms
[2021-09-29 07:57:19 main:574] : INFO : Epoch 1646 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 4953.2 ms
[2021-09-29 07:57:24 main:574] : INFO : Epoch 1647 | loss: 0.0312073 | val_loss: 0.0312094 | Time: 5060.8 ms
[2021-09-29 07:57:29 main:574] : INFO : Epoch 1648 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 4870.79 ms
[2021-09-29 07:57:34 main:574] : INFO : Epoch 1649 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 4809.82 ms
[2021-09-29 07:57:39 main:574] : INFO : Epoch 1650 | loss: 0.0312072 | val_loss: 0.0312093 | Time: 4972.89 ms
[2021-09-29 07:57:43 main:574] : INFO : Epoch 1651 | loss: 0.0312066 | val_loss: 0.0312086 | Time: 4770.04 ms
[2021-09-29 07:57:49 main:574] : INFO : Epoch 1652 | loss: 0.0312065 | val_loss: 0.0312086 | Time: 5137.66 ms
[2021-09-29 07:57:54 main:574] : INFO : Epoch 1653 | loss: 0.0312069 | val_loss: 0.0312093 | Time: 5026.84 ms
[2021-09-29 07:57:59 main:574] : INFO : Epoch 1654 | loss: 0.0312073 | val_loss: 0.0312104 | Time: 5085.42 ms
[2021-09-29 07:58:04 main:574] : INFO : Epoch 1655 | loss: 0.0312069 | val_loss: 0.0312092 | Time: 5091.17 ms
[2021-09-29 07:58:09 main:574] : INFO : Epoch 1656 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 5172.52 ms
[2021-09-29 07:58:15 main:574] : INFO : Epoch 1657 | loss: 0.0312074 | val_loss: 0.0312104 | Time: 5612.76 ms
[2021-09-29 07:58:19 main:574] : INFO : Epoch 1658 | loss: 0.0312065 | val_loss: 0.0312087 | Time: 4948.01 ms
[2021-09-29 07:58:25 main:574] : INFO : Epoch 1659 | loss: 0.0312064 | val_loss: 0.0312109 | Time: 5125.93 ms
[2021-09-29 07:58:30 main:574] : INFO : Epoch 1660 | loss: 0.031207 | val_loss: 0.0312092 | Time: 4982.71 ms
[2021-09-29 07:58:35 main:574] : INFO : Epoch 1661 | loss: 0.031208 | val_loss: 0.0312114 | Time: 5048.88 ms
[2021-09-29 07:58:40 main:574] : INFO : Epoch 1662 | loss: 0.0312076 | val_loss: 0.0312097 | Time: 4861.64 ms
[2021-09-29 07:58:45 main:574] : INFO : Epoch 1663 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 5150.07 ms
[2021-09-29 07:58:50 main:574] : INFO : Epoch 1664 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 4945.92 ms
[2021-09-29 07:58:55 main:574] : INFO : Epoch 1665 | loss: 0.0312068 | val_loss: 0.0312096 | Time: 5075.63 ms
[2021-09-29 07:59:00 main:574] : INFO : Epoch 1666 | loss: 0.0312075 | val_loss: 0.0312108 | Time: 4885.04 ms
[2021-09-29 07:59:05 main:574] : INFO : Epoch 1667 | loss: 0.0312073 | val_loss: 0.0312102 | Time: 5370.94 ms
[2021-09-29 07:59:10 main:574] : INFO : Epoch 1668 | loss: 0.031208 | val_loss: 0.0312105 | Time: 5161.93 ms
[2021-09-29 07:59:15 main:574] : INFO : Epoch 1669 | loss: 0.0312079 | val_loss: 0.0312107 | Time: 5023.84 ms
[2021-09-29 07:59:21 main:574] : INFO : Epoch 1670 | loss: 0.0312089 | val_loss: 0.031209 | Time: 5319.14 ms
[2021-09-29 07:59:26 main:574] : INFO : Epoch 1671 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 5027.34 ms
[2021-09-29 07:59:31 main:574] : INFO : Epoch 1672 | loss: 0.0312083 | val_loss: 0.031209 | Time: 5032.19 ms
[2021-09-29 07:59:36 main:574] : INFO : Epoch 1673 | loss: 0.0312071 | val_loss: 0.0312186 | Time: 5064.43 ms
[2021-09-29 07:59:41 main:574] : INFO : Epoch 1674 | loss: 0.0312071 | val_loss: 0.0312103 | Time: 5126.13 ms
[2021-09-29 07:59:46 main:574] : INFO : Epoch 1675 | loss: 0.0312081 | val_loss: 0.0312106 | Time: 4978.24 ms
[2021-09-29 07:59:51 main:574] : INFO : Epoch 1676 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 5142.41 ms
[2021-09-29 07:59:56 main:574] : INFO : Epoch 1677 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 4959.31 ms
[2021-09-29 08:00:01 main:574] : INFO : Epoch 1678 | loss: 0.0312082 | val_loss: 0.0312147 | Time: 4967.67 ms
[2021-09-29 08:00:06 main:574] : INFO : Epoch 1679 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 4872.43 ms
[2021-09-29 08:00:11 main:574] : INFO : Epoch 1680 | loss: 0.0312099 | val_loss: 0.0312096 | Time: 5015.89 ms
[2021-09-29 08:00:16 main:574] : INFO : Epoch 1681 | loss: 0.0312089 | val_loss: 0.0312092 | Time: 5123.88 ms
[2021-09-29 08:00:21 main:574] : INFO : Epoch 1682 | loss: 0.031207 | val_loss: 0.0312088 | Time: 4853.9 ms
[2021-09-29 08:00:26 main:574] : INFO : Epoch 1683 | loss: 0.0312074 | val_loss: 0.0312107 | Time: 5497.69 ms
[2021-09-29 08:00:31 main:574] : INFO : Epoch 1684 | loss: 0.0312075 | val_loss: 0.0312098 | Time: 5001.9 ms
[2021-09-29 08:00:36 main:574] : INFO : Epoch 1685 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 5045.96 ms
[2021-09-29 08:00:42 main:574] : INFO : Epoch 1686 | loss: 0.0312067 | val_loss: 0.0312084 | Time: 5366.91 ms
[2021-09-29 08:00:47 main:574] : INFO : Epoch 1687 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 4941.13 ms
[2021-09-29 08:00:52 main:574] : INFO : Epoch 1688 | loss: 0.0312122 | val_loss: 0.0312125 | Time: 5050.71 ms
[2021-09-29 08:00:57 main:574] : INFO : Epoch 1689 | loss: 0.0312094 | val_loss: 0.0312103 | Time: 5135.78 ms
[2021-09-29 08:01:02 main:574] : INFO : Epoch 1690 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 5078.23 ms
[2021-09-29 08:01:07 main:574] : INFO : Epoch 1691 | loss: 0.0312073 | val_loss: 0.031209 | Time: 5304.01 ms
[2021-09-29 08:01:13 main:574] : INFO : Epoch 1692 | loss: 0.0312075 | val_loss: 0.0312132 | Time: 5346.97 ms
[2021-09-29 08:01:17 main:574] : INFO : Epoch 1693 | loss: 0.0312092 | val_loss: 0.0312093 | Time: 4900.02 ms
[2021-09-29 08:01:23 main:574] : INFO : Epoch 1694 | loss: 0.0312069 | val_loss: 0.031212 | Time: 5452.52 ms
[2021-09-29 08:01:28 main:574] : INFO : Epoch 1695 | loss: 0.0312074 | val_loss: 0.031211 | Time: 5117.57 ms
[2021-09-29 08:01:33 main:574] : INFO : Epoch 1696 | loss: 0.0312076 | val_loss: 0.0312093 | Time: 5365.52 ms
[2021-09-29 08:01:38 main:574] : INFO : Epoch 1697 | loss: 0.0312066 | val_loss: 0.0312093 | Time: 4879.55 ms
[2021-09-29 08:01:43 main:574] : INFO : Epoch 1698 | loss: 0.0312058 | val_loss: 0.0312084 | Time: 4999.89 ms
[2021-09-29 08:01:48 main:574] : INFO : Epoch 1699 | loss: 0.0312068 | val_loss: 0.0312152 | Time: 4907.31 ms
[2021-09-29 08:01:53 main:574] : INFO : Epoch 1700 | loss: 0.0312073 | val_loss: 0.031209 | Time: 4948.22 ms
[2021-09-29 08:01:58 main:574] : INFO : Epoch 1701 | loss: 0.0312066 | val_loss: 0.0312088 | Time: 5025.08 ms
[2021-09-29 08:02:03 main:574] : INFO : Epoch 1702 | loss: 0.0312054 | val_loss: 0.0312087 | Time: 4987.62 ms
[2021-09-29 08:02:08 main:574] : INFO : Epoch 1703 | loss: 0.0312088 | val_loss: 0.0312089 | Time: 4986.68 ms
[2021-09-29 08:02:13 main:574] : INFO : Epoch 1704 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 4853.65 ms
[2021-09-29 08:02:18 main:574] : INFO : Epoch 1705 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 5029.02 ms
[2021-09-29 08:02:23 main:574] : INFO : Epoch 1706 | loss: 0.0312097 | val_loss: 0.0312127 | Time: 4806.58 ms
[2021-09-29 08:02:28 main:574] : INFO : Epoch 1707 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 5245.84 ms
[2021-09-29 08:02:33 main:574] : INFO : Epoch 1708 | loss: 0.0312084 | val_loss: 0.0312143 | Time: 4905.38 ms
[2021-09-29 08:02:39 main:574] : INFO : Epoch 1709 | loss: 0.0312154 | val_loss: 0.031217 | Time: 5434.45 ms
[2021-09-29 08:02:43 main:574] : INFO : Epoch 1710 | loss: 0.0312167 | val_loss: 0.0312211 | Time: 4978.17 ms
[2021-09-29 08:02:48 main:574] : INFO : Epoch 1711 | loss: 0.0312159 | val_loss: 0.0312166 | Time: 4897.89 ms
[2021-09-29 08:02:53 main:574] : INFO : Epoch 1712 | loss: 0.0312153 | val_loss: 0.0312167 | Time: 4811.1 ms
[2021-09-29 08:02:58 main:574] : INFO : Epoch 1713 | loss: 0.031216 | val_loss: 0.0312156 | Time: 5079.41 ms
[2021-09-29 08:03:03 main:574] : INFO : Epoch 1714 | loss: 0.0312144 | val_loss: 0.031215 | Time: 5040.81 ms
[2021-09-29 08:03:09 main:574] : INFO : Epoch 1715 | loss: 0.0312147 | val_loss: 0.0312151 | Time: 5239.52 ms
[2021-09-29 08:03:14 main:574] : INFO : Epoch 1716 | loss: 0.0312128 | val_loss: 0.0312145 | Time: 5155.35 ms
[2021-09-29 08:03:19 main:574] : INFO : Epoch 1717 | loss: 0.0312135 | val_loss: 0.031215 | Time: 5133.64 ms
[2021-09-29 08:03:24 main:574] : INFO : Epoch 1718 | loss: 0.0312127 | val_loss: 0.0312144 | Time: 4940.07 ms
[2021-09-29 08:03:29 main:574] : INFO : Epoch 1719 | loss: 0.0312137 | val_loss: 0.0312147 | Time: 4943.27 ms
[2021-09-29 08:03:34 main:574] : INFO : Epoch 1720 | loss: 0.0312135 | val_loss: 0.0312158 | Time: 5174.96 ms
[2021-09-29 08:03:39 main:574] : INFO : Epoch 1721 | loss: 0.0312146 | val_loss: 0.0312153 | Time: 5293.63 ms
[2021-09-29 08:03:45 main:574] : INFO : Epoch 1722 | loss: 0.0312126 | val_loss: 0.0312135 | Time: 5778.55 ms
[2021-09-29 08:03:50 main:574] : INFO : Epoch 1723 | loss: 0.0312129 | val_loss: 0.0312187 | Time: 5171.19 ms
[2021-09-29 08:03:55 main:574] : INFO : Epoch 1724 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 4854.81 ms
[2021-09-29 08:04:00 main:574] : INFO : Epoch 1725 | loss: 0.031212 | val_loss: 0.0312156 | Time: 4990.54 ms
[2021-09-29 08:04:05 main:574] : INFO : Epoch 1726 | loss: 0.0312119 | val_loss: 0.0312165 | Time: 4959.23 ms
[2021-09-29 08:04:10 main:574] : INFO : Epoch 1727 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 5014.83 ms
[2021-09-29 08:04:15 main:574] : INFO : Epoch 1728 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 4937.39 ms
[2021-09-29 08:04:20 main:574] : INFO : Epoch 1729 | loss: 0.0312113 | val_loss: 0.0312121 | Time: 5000.64 ms
[2021-09-29 08:04:25 main:574] : INFO : Epoch 1730 | loss: 0.0312134 | val_loss: 0.0312147 | Time: 5008.52 ms
[2021-09-29 08:04:30 main:574] : INFO : Epoch 1731 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 4921.9 ms
[2021-09-29 08:04:35 main:574] : INFO : Epoch 1732 | loss: 0.0312106 | val_loss: 0.0312124 | Time: 4876.31 ms
[2021-09-29 08:04:40 main:574] : INFO : Epoch 1733 | loss: 0.0312112 | val_loss: 0.0312126 | Time: 5153.98 ms
[2021-09-29 08:04:45 main:574] : INFO : Epoch 1734 | loss: 0.0312113 | val_loss: 0.0312128 | Time: 4980.24 ms
[2021-09-29 08:04:50 main:574] : INFO : Epoch 1735 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 5426.78 ms
[2021-09-29 08:04:55 main:574] : INFO : Epoch 1736 | loss: 0.0312135 | val_loss: 0.0312138 | Time: 4958.57 ms
[2021-09-29 08:05:01 main:574] : INFO : Epoch 1737 | loss: 0.0312116 | val_loss: 0.0312125 | Time: 5112.2 ms
[2021-09-29 08:05:05 main:574] : INFO : Epoch 1738 | loss: 0.0312106 | val_loss: 0.0312126 | Time: 4915.98 ms
[2021-09-29 08:05:11 main:574] : INFO : Epoch 1739 | loss: 0.031211 | val_loss: 0.0312135 | Time: 5126 ms
[2021-09-29 08:05:15 main:574] : INFO : Epoch 1740 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 4900.46 ms
[2021-09-29 08:05:20 main:574] : INFO : Epoch 1741 | loss: 0.0312117 | val_loss: 0.0312144 | Time: 4899.46 ms
[2021-09-29 08:05:25 main:574] : INFO : Epoch 1742 | loss: 0.0312113 | val_loss: 0.0312125 | Time: 5039.51 ms
[2021-09-29 08:05:31 main:574] : INFO : Epoch 1743 | loss: 0.03121 | val_loss: 0.031213 | Time: 5116.85 ms
[2021-09-29 08:05:35 main:574] : INFO : Epoch 1744 | loss: 0.0312108 | val_loss: 0.0312122 | Time: 4890.24 ms
[2021-09-29 08:05:40 main:574] : INFO : Epoch 1745 | loss: 0.0312117 | val_loss: 0.0312144 | Time: 5025.76 ms
[2021-09-29 08:05:45 main:574] : INFO : Epoch 1746 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 4993.03 ms
[2021-09-29 08:05:50 main:574] : INFO : Epoch 1747 | loss: 0.0312112 | val_loss: 0.0312136 | Time: 5012.59 ms
[2021-09-29 08:05:56 main:574] : INFO : Epoch 1748 | loss: 0.0312114 | val_loss: 0.0312142 | Time: 5370.97 ms
[2021-09-29 08:06:01 main:574] : INFO : Epoch 1749 | loss: 0.0312134 | val_loss: 0.0312221 | Time: 5282.82 ms
[2021-09-29 08:06:06 main:574] : INFO : Epoch 1750 | loss: 0.0312128 | val_loss: 0.0312122 | Time: 5010.45 ms
[2021-09-29 08:06:11 main:574] : INFO : Epoch 1751 | loss: 0.0312123 | val_loss: 0.0312196 | Time: 5053.47 ms
[2021-09-29 08:06:16 main:574] : INFO : Epoch 1752 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 4970.76 ms
[2021-09-29 08:06:21 main:574] : INFO : Epoch 1753 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 5040.43 ms
[2021-09-29 08:06:26 main:574] : INFO : Epoch 1754 | loss: 0.03121 | val_loss: 0.0312121 | Time: 4789.2 ms
[2021-09-29 08:06:31 main:574] : INFO : Epoch 1755 | loss: 0.0312103 | val_loss: 0.0312118 | Time: 4910.16 ms
[2021-09-29 08:06:36 main:574] : INFO : Epoch 1756 | loss: 0.031211 | val_loss: 0.0312124 | Time: 4887.66 ms
[2021-09-29 08:06:41 main:574] : INFO : Epoch 1757 | loss: 0.0312105 | val_loss: 0.0312119 | Time: 4941.38 ms
[2021-09-29 08:06:46 main:574] : INFO : Epoch 1758 | loss: 0.03121 | val_loss: 0.0312116 | Time: 4965.71 ms
[2021-09-29 08:06:51 main:574] : INFO : Epoch 1759 | loss: 0.0312102 | val_loss: 0.0312151 | Time: 5030.26 ms
[2021-09-29 08:06:56 main:574] : INFO : Epoch 1760 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 4928.97 ms
[2021-09-29 08:07:01 main:574] : INFO : Epoch 1761 | loss: 0.0312103 | val_loss: 0.0312129 | Time: 5318.21 ms
[2021-09-29 08:07:06 main:574] : INFO : Epoch 1762 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 5181.39 ms
[2021-09-29 08:07:11 main:574] : INFO : Epoch 1763 | loss: 0.0312103 | val_loss: 0.0312144 | Time: 4999.77 ms
[2021-09-29 08:07:16 main:574] : INFO : Epoch 1764 | loss: 0.0312123 | val_loss: 0.0312124 | Time: 4871.97 ms
[2021-09-29 08:07:21 main:574] : INFO : Epoch 1765 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 4880.61 ms
[2021-09-29 08:07:26 main:574] : INFO : Epoch 1766 | loss: 0.0312098 | val_loss: 0.0312135 | Time: 4886.4 ms
[2021-09-29 08:07:31 main:574] : INFO : Epoch 1767 | loss: 0.0312142 | val_loss: 0.0312132 | Time: 4866.2 ms
[2021-09-29 08:07:36 main:574] : INFO : Epoch 1768 | loss: 0.0312148 | val_loss: 0.0312137 | Time: 5043.24 ms
[2021-09-29 08:07:41 main:574] : INFO : Epoch 1769 | loss: 0.0312137 | val_loss: 0.0312133 | Time: 4858.59 ms
[2021-09-29 08:07:46 main:574] : INFO : Epoch 1770 | loss: 0.031215 | val_loss: 0.0312137 | Time: 5020.85 ms
[2021-09-29 08:07:51 main:574] : INFO : Epoch 1771 | loss: 0.0312133 | val_loss: 0.0312139 | Time: 5007.57 ms
[2021-09-29 08:07:56 main:574] : INFO : Epoch 1772 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 5022.83 ms
[2021-09-29 08:08:01 main:574] : INFO : Epoch 1773 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 4994.92 ms
[2021-09-29 08:08:06 main:574] : INFO : Epoch 1774 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 5216.51 ms
[2021-09-29 08:08:11 main:574] : INFO : Epoch 1775 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 5178.83 ms
[2021-09-29 08:08:16 main:574] : INFO : Epoch 1776 | loss: 0.031212 | val_loss: 0.0312181 | Time: 4943.55 ms
[2021-09-29 08:08:21 main:574] : INFO : Epoch 1777 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 4928.53 ms
[2021-09-29 08:08:26 main:574] : INFO : Epoch 1778 | loss: 0.0312108 | val_loss: 0.0312117 | Time: 5028.66 ms
[2021-09-29 08:08:32 main:574] : INFO : Epoch 1779 | loss: 0.0312108 | val_loss: 0.0312117 | Time: 5575.96 ms
[2021-09-29 08:08:37 main:574] : INFO : Epoch 1780 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 5622 ms
[2021-09-29 08:08:42 main:574] : INFO : Epoch 1781 | loss: 0.03121 | val_loss: 0.0312119 | Time: 4947.6 ms
[2021-09-29 08:08:47 main:574] : INFO : Epoch 1782 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 4975.35 ms
[2021-09-29 08:08:52 main:574] : INFO : Epoch 1783 | loss: 0.0312093 | val_loss: 0.0312111 | Time: 4971.3 ms
[2021-09-29 08:08:57 main:574] : INFO : Epoch 1784 | loss: 0.0312094 | val_loss: 0.0312116 | Time: 5032.34 ms
[2021-09-29 08:09:02 main:574] : INFO : Epoch 1785 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 5180.07 ms
[2021-09-29 08:09:08 main:574] : INFO : Epoch 1786 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 5786.64 ms
[2021-09-29 08:09:14 main:574] : INFO : Epoch 1787 | loss: 0.0312111 | val_loss: 0.0312141 | Time: 6151.35 ms
[2021-09-29 08:09:20 main:574] : INFO : Epoch 1788 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 5915.42 ms
[2021-09-29 08:09:26 main:574] : INFO : Epoch 1789 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 5478.71 ms
[2021-09-29 08:09:31 main:574] : INFO : Epoch 1790 | loss: 0.0312092 | val_loss: 0.0312117 | Time: 5484.73 ms
[2021-09-29 08:09:37 main:574] : INFO : Epoch 1791 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 5582.97 ms
[2021-09-29 08:09:42 main:574] : INFO : Epoch 1792 | loss: 0.0312095 | val_loss: 0.0312115 | Time: 5546.56 ms
[2021-09-29 08:09:48 main:574] : INFO : Epoch 1793 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 5644.97 ms
[2021-09-29 08:09:53 main:574] : INFO : Epoch 1794 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 5339.5 ms
[2021-09-29 08:09:59 main:574] : INFO : Epoch 1795 | loss: 0.0312087 | val_loss: 0.031212 | Time: 5225.93 ms
[2021-09-29 08:10:04 main:574] : INFO : Epoch 1796 | loss: 0.0312094 | val_loss: 0.0312117 | Time: 5147.39 ms
[2021-09-29 08:10:09 main:574] : INFO : Epoch 1797 | loss: 0.0312094 | val_loss: 0.0312131 | Time: 5102.11 ms
[2021-09-29 08:10:14 main:574] : INFO : Epoch 1798 | loss: 0.03121 | val_loss: 0.0312127 | Time: 5050.23 ms
[2021-09-29 08:10:19 main:574] : INFO : Epoch 1799 | loss: 0.0312098 | val_loss: 0.0312148 | Time: 5239.21 ms
[2021-09-29 08:10:24 main:574] : INFO : Epoch 1800 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 5277.55 ms
[2021-09-29 08:10:29 main:574] : INFO : Epoch 1801 | loss: 0.0312092 | val_loss: 0.0312154 | Time: 4825.88 ms
[2021-09-29 08:10:34 main:574] : INFO : Epoch 1802 | loss: 0.0312116 | val_loss: 0.0312139 | Time: 4926.2 ms
[2021-09-29 08:10:39 main:574] : INFO : Epoch 1803 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 4909.8 ms
[2021-09-29 08:10:44 main:574] : INFO : Epoch 1804 | loss: 0.0312086 | val_loss: 0.0312115 | Time: 4929.35 ms
[2021-09-29 08:10:49 main:574] : INFO : Epoch 1805 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 4829.07 ms
[2021-09-29 08:10:54 main:574] : INFO : Epoch 1806 | loss: 0.0312091 | val_loss: 0.0312125 | Time: 4890.4 ms
[2021-09-29 08:10:59 main:574] : INFO : Epoch 1807 | loss: 0.0312098 | val_loss: 0.0312118 | Time: 4957.83 ms
[2021-09-29 08:11:04 main:574] : INFO : Epoch 1808 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 4721.13 ms
[2021-09-29 08:11:09 main:574] : INFO : Epoch 1809 | loss: 0.0312104 | val_loss: 0.0312118 | Time: 5045.47 ms
[2021-09-29 08:11:13 main:574] : INFO : Epoch 1810 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 4936.25 ms
[2021-09-29 08:11:19 main:574] : INFO : Epoch 1811 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 5113.93 ms
[2021-09-29 08:11:24 main:574] : INFO : Epoch 1812 | loss: 0.0312095 | val_loss: 0.031212 | Time: 5072.75 ms
[2021-09-29 08:11:29 main:574] : INFO : Epoch 1813 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 5425.06 ms
[2021-09-29 08:11:34 main:574] : INFO : Epoch 1814 | loss: 0.0312106 | val_loss: 0.0312135 | Time: 4910.57 ms
[2021-09-29 08:11:39 main:574] : INFO : Epoch 1815 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 4989.93 ms
[2021-09-29 08:11:44 main:574] : INFO : Epoch 1816 | loss: 0.0312092 | val_loss: 0.0312113 | Time: 4992.67 ms
[2021-09-29 08:11:49 main:574] : INFO : Epoch 1817 | loss: 0.0312098 | val_loss: 0.0312134 | Time: 4978.4 ms
[2021-09-29 08:11:54 main:574] : INFO : Epoch 1818 | loss: 0.0312096 | val_loss: 0.0312112 | Time: 5098.69 ms
[2021-09-29 08:11:59 main:574] : INFO : Epoch 1819 | loss: 0.0312085 | val_loss: 0.0312111 | Time: 5025.9 ms
[2021-09-29 08:12:04 main:574] : INFO : Epoch 1820 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 4877.01 ms
[2021-09-29 08:12:09 main:574] : INFO : Epoch 1821 | loss: 0.0312095 | val_loss: 0.0312115 | Time: 4908.92 ms
[2021-09-29 08:12:14 main:574] : INFO : Epoch 1822 | loss: 0.0312086 | val_loss: 0.031214 | Time: 4831.97 ms
[2021-09-29 08:12:19 main:574] : INFO : Epoch 1823 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 4933.34 ms
[2021-09-29 08:12:24 main:574] : INFO : Epoch 1824 | loss: 0.0312082 | val_loss: 0.0312111 | Time: 5017.79 ms
[2021-09-29 08:12:29 main:574] : INFO : Epoch 1825 | loss: 0.0312089 | val_loss: 0.0312155 | Time: 4900.07 ms
[2021-09-29 08:12:34 main:574] : INFO : Epoch 1826 | loss: 0.0312091 | val_loss: 0.0312114 | Time: 5343.5 ms
[2021-09-29 08:12:39 main:574] : INFO : Epoch 1827 | loss: 0.0312084 | val_loss: 0.0312116 | Time: 4853.85 ms
[2021-09-29 08:12:44 main:574] : INFO : Epoch 1828 | loss: 0.0312094 | val_loss: 0.0312132 | Time: 4879.7 ms
[2021-09-29 08:12:49 main:574] : INFO : Epoch 1829 | loss: 0.0312088 | val_loss: 0.0312138 | Time: 4987.17 ms
[2021-09-29 08:12:54 main:574] : INFO : Epoch 1830 | loss: 0.0312106 | val_loss: 0.0312134 | Time: 4858.23 ms
[2021-09-29 08:12:59 main:574] : INFO : Epoch 1831 | loss: 0.0312123 | val_loss: 0.0312132 | Time: 4989.39 ms
[2021-09-29 08:13:04 main:574] : INFO : Epoch 1832 | loss: 0.03121 | val_loss: 0.0312128 | Time: 4922.22 ms
[2021-09-29 08:13:08 main:574] : INFO : Epoch 1833 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 4908.81 ms
[2021-09-29 08:13:13 main:574] : INFO : Epoch 1834 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 4978.59 ms
[2021-09-29 08:13:18 main:574] : INFO : Epoch 1835 | loss: 0.0312097 | val_loss: 0.0312121 | Time: 4678.62 ms
[2021-09-29 08:13:23 main:574] : INFO : Epoch 1836 | loss: 0.0312086 | val_loss: 0.0312113 | Time: 4961.42 ms
[2021-09-29 08:13:28 main:574] : INFO : Epoch 1837 | loss: 0.031208 | val_loss: 0.0312112 | Time: 5032.42 ms
[2021-09-29 08:13:33 main:574] : INFO : Epoch 1838 | loss: 0.0312088 | val_loss: 0.0312134 | Time: 5025.66 ms
[2021-09-29 08:13:39 main:574] : INFO : Epoch 1839 | loss: 0.0312081 | val_loss: 0.0312113 | Time: 5404.29 ms
[2021-09-29 08:13:44 main:574] : INFO : Epoch 1840 | loss: 0.0312083 | val_loss: 0.0312116 | Time: 4997.68 ms
[2021-09-29 08:13:48 main:574] : INFO : Epoch 1841 | loss: 0.0312085 | val_loss: 0.031211 | Time: 4896.26 ms
[2021-09-29 08:13:53 main:574] : INFO : Epoch 1842 | loss: 0.0312083 | val_loss: 0.0312113 | Time: 4963.91 ms
[2021-09-29 08:13:58 main:574] : INFO : Epoch 1843 | loss: 0.0312083 | val_loss: 0.0312126 | Time: 4710.12 ms
[2021-09-29 08:14:03 main:574] : INFO : Epoch 1844 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 5051.64 ms
[2021-09-29 08:14:08 main:574] : INFO : Epoch 1845 | loss: 0.0312081 | val_loss: 0.0312122 | Time: 4790.73 ms
[2021-09-29 08:14:13 main:574] : INFO : Epoch 1846 | loss: 0.0312082 | val_loss: 0.0312129 | Time: 4881.73 ms
[2021-09-29 08:14:18 main:574] : INFO : Epoch 1847 | loss: 0.0312084 | val_loss: 0.0312165 | Time: 4917.26 ms
[2021-09-29 08:14:23 main:574] : INFO : Epoch 1848 | loss: 0.0312088 | val_loss: 0.0312118 | Time: 4814.42 ms
[2021-09-29 08:14:28 main:574] : INFO : Epoch 1849 | loss: 0.0312083 | val_loss: 0.0312123 | Time: 4979.82 ms
[2021-09-29 08:14:33 main:574] : INFO : Epoch 1850 | loss: 0.0312081 | val_loss: 0.0312114 | Time: 4888.29 ms
[2021-09-29 08:14:38 main:574] : INFO : Epoch 1851 | loss: 0.0312083 | val_loss: 0.0312113 | Time: 4991.89 ms
[2021-09-29 08:14:43 main:574] : INFO : Epoch 1852 | loss: 0.0312085 | val_loss: 0.0312153 | Time: 5274.27 ms
[2021-09-29 08:14:48 main:574] : INFO : Epoch 1853 | loss: 0.0312086 | val_loss: 0.0312123 | Time: 5060.63 ms
[2021-09-29 08:14:53 main:574] : INFO : Epoch 1854 | loss: 0.0312077 | val_loss: 0.0312116 | Time: 4756.99 ms
[2021-09-29 08:14:57 main:574] : INFO : Epoch 1855 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 4845.83 ms
[2021-09-29 08:15:02 main:574] : INFO : Epoch 1856 | loss: 0.0312079 | val_loss: 0.0312124 | Time: 4881.68 ms
[2021-09-29 08:15:07 main:574] : INFO : Epoch 1857 | loss: 0.0312081 | val_loss: 0.0312115 | Time: 5040.88 ms
[2021-09-29 08:15:12 main:574] : INFO : Epoch 1858 | loss: 0.031208 | val_loss: 0.0312138 | Time: 4815.19 ms
[2021-09-29 08:15:17 main:574] : INFO : Epoch 1859 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 4928.18 ms
[2021-09-29 08:15:22 main:574] : INFO : Epoch 1860 | loss: 0.0312085 | val_loss: 0.0312114 | Time: 5101.48 ms
[2021-09-29 08:15:27 main:574] : INFO : Epoch 1861 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 4887.04 ms
[2021-09-29 08:15:32 main:574] : INFO : Epoch 1862 | loss: 0.0312125 | val_loss: 0.0312129 | Time: 5013.67 ms
[2021-09-29 08:15:37 main:574] : INFO : Epoch 1863 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 4948.36 ms
[2021-09-29 08:15:43 main:574] : INFO : Epoch 1864 | loss: 0.0312086 | val_loss: 0.0312122 | Time: 5532.21 ms
[2021-09-29 08:15:48 main:574] : INFO : Epoch 1865 | loss: 0.0312105 | val_loss: 0.0312142 | Time: 5486.41 ms
[2021-09-29 08:15:53 main:574] : INFO : Epoch 1866 | loss: 0.0312104 | val_loss: 0.0312127 | Time: 5013.28 ms
[2021-09-29 08:15:58 main:574] : INFO : Epoch 1867 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 4923.81 ms
[2021-09-29 08:16:03 main:574] : INFO : Epoch 1868 | loss: 0.031212 | val_loss: 0.0312133 | Time: 4817.13 ms
[2021-09-29 08:16:08 main:574] : INFO : Epoch 1869 | loss: 0.0312107 | val_loss: 0.031212 | Time: 5109.74 ms
[2021-09-29 08:16:13 main:574] : INFO : Epoch 1870 | loss: 0.0312103 | val_loss: 0.0312156 | Time: 5296.48 ms
[2021-09-29 08:16:18 main:574] : INFO : Epoch 1871 | loss: 0.0312105 | val_loss: 0.031213 | Time: 4901.62 ms
[2021-09-29 08:16:24 main:574] : INFO : Epoch 1872 | loss: 0.0312111 | val_loss: 0.0312136 | Time: 5275.85 ms
[2021-09-29 08:16:28 main:574] : INFO : Epoch 1873 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 4871.82 ms
[2021-09-29 08:16:33 main:574] : INFO : Epoch 1874 | loss: 0.0312106 | val_loss: 0.0312126 | Time: 4748.05 ms
[2021-09-29 08:16:39 main:574] : INFO : Epoch 1875 | loss: 0.0312096 | val_loss: 0.0312141 | Time: 5722.19 ms
[2021-09-29 08:16:45 main:574] : INFO : Epoch 1876 | loss: 0.0312092 | val_loss: 0.0312141 | Time: 6313.84 ms
[2021-09-29 08:16:51 main:574] : INFO : Epoch 1877 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 5982.24 ms
[2021-09-29 08:16:57 main:574] : INFO : Epoch 1878 | loss: 0.0312088 | val_loss: 0.031217 | Time: 5405.82 ms
[2021-09-29 08:17:02 main:574] : INFO : Epoch 1879 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 4990.61 ms
[2021-09-29 08:17:07 main:574] : INFO : Epoch 1880 | loss: 0.0312094 | val_loss: 0.0312124 | Time: 4955.95 ms
[2021-09-29 08:17:11 main:574] : INFO : Epoch 1881 | loss: 0.03121 | val_loss: 0.0312123 | Time: 4711.89 ms
[2021-09-29 08:17:16 main:574] : INFO : Epoch 1882 | loss: 0.0312089 | val_loss: 0.0312129 | Time: 5039 ms
[2021-09-29 08:17:21 main:574] : INFO : Epoch 1883 | loss: 0.031209 | val_loss: 0.031212 | Time: 4743.67 ms
[2021-09-29 08:17:26 main:574] : INFO : Epoch 1884 | loss: 0.0312092 | val_loss: 0.0312134 | Time: 4961.08 ms
[2021-09-29 08:17:31 main:574] : INFO : Epoch 1885 | loss: 0.0312108 | val_loss: 0.0312127 | Time: 4874.05 ms
[2021-09-29 08:17:36 main:574] : INFO : Epoch 1886 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 5039.95 ms
[2021-09-29 08:17:41 main:574] : INFO : Epoch 1887 | loss: 0.0312098 | val_loss: 0.0312139 | Time: 5005.84 ms
[2021-09-29 08:17:46 main:574] : INFO : Epoch 1888 | loss: 0.0312118 | val_loss: 0.0312139 | Time: 4906.08 ms
[2021-09-29 08:17:51 main:574] : INFO : Epoch 1889 | loss: 0.0312106 | val_loss: 0.031213 | Time: 5062.01 ms
[2021-09-29 08:17:56 main:574] : INFO : Epoch 1890 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 4938.41 ms
[2021-09-29 08:18:01 main:574] : INFO : Epoch 1891 | loss: 0.0312092 | val_loss: 0.0312122 | Time: 5404.58 ms
[2021-09-29 08:18:07 main:574] : INFO : Epoch 1892 | loss: 0.031209 | val_loss: 0.0312125 | Time: 5662.94 ms
[2021-09-29 08:18:12 main:574] : INFO : Epoch 1893 | loss: 0.0312096 | val_loss: 0.0312129 | Time: 5096.61 ms
[2021-09-29 08:18:17 main:574] : INFO : Epoch 1894 | loss: 0.0312102 | val_loss: 0.0312129 | Time: 5186.9 ms
[2021-09-29 08:18:22 main:574] : INFO : Epoch 1895 | loss: 0.0312107 | val_loss: 0.0312128 | Time: 4925.26 ms
[2021-09-29 08:18:27 main:574] : INFO : Epoch 1896 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 5099.81 ms
[2021-09-29 08:18:32 main:574] : INFO : Epoch 1897 | loss: 0.0312093 | val_loss: 0.0312122 | Time: 4908.8 ms
[2021-09-29 08:18:37 main:574] : INFO : Epoch 1898 | loss: 0.0312094 | val_loss: 0.0312123 | Time: 4869.24 ms
[2021-09-29 08:18:42 main:574] : INFO : Epoch 1899 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 4913.11 ms
[2021-09-29 08:18:47 main:574] : INFO : Epoch 1900 | loss: 0.0312084 | val_loss: 0.0312122 | Time: 5059.56 ms
[2021-09-29 08:18:52 main:574] : INFO : Epoch 1901 | loss: 0.0312097 | val_loss: 0.0312166 | Time: 4890.87 ms
[2021-09-29 08:18:57 main:574] : INFO : Epoch 1902 | loss: 0.0312108 | val_loss: 0.0312127 | Time: 5055.78 ms
[2021-09-29 08:19:02 main:574] : INFO : Epoch 1903 | loss: 0.031211 | val_loss: 0.0312128 | Time: 4922.89 ms
[2021-09-29 08:19:07 main:574] : INFO : Epoch 1904 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 5498.54 ms
[2021-09-29 08:19:13 main:574] : INFO : Epoch 1905 | loss: 0.0312103 | val_loss: 0.0312149 | Time: 5077.35 ms
[2021-09-29 08:19:17 main:574] : INFO : Epoch 1906 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 4787.94 ms
[2021-09-29 08:19:22 main:574] : INFO : Epoch 1907 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 4931.22 ms
[2021-09-29 08:19:27 main:574] : INFO : Epoch 1908 | loss: 0.0312089 | val_loss: 0.031212 | Time: 4916.16 ms
[2021-09-29 08:19:32 main:574] : INFO : Epoch 1909 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 4893.01 ms
[2021-09-29 08:19:37 main:574] : INFO : Epoch 1910 | loss: 0.0312085 | val_loss: 0.0312121 | Time: 4802.96 ms
[2021-09-29 08:19:42 main:574] : INFO : Epoch 1911 | loss: 0.0312088 | val_loss: 0.0312127 | Time: 4782.76 ms
[2021-09-29 08:19:47 main:574] : INFO : Epoch 1912 | loss: 0.0312086 | val_loss: 0.0312125 | Time: 4903.97 ms
[2021-09-29 08:19:52 main:574] : INFO : Epoch 1913 | loss: 0.0312089 | val_loss: 0.0312124 | Time: 5150.03 ms
[2021-09-29 08:19:57 main:574] : INFO : Epoch 1914 | loss: 0.0312128 | val_loss: 0.0312137 | Time: 5381.3 ms
[2021-09-29 08:20:02 main:574] : INFO : Epoch 1915 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 4971.88 ms
[2021-09-29 08:20:07 main:574] : INFO : Epoch 1916 | loss: 0.0312084 | val_loss: 0.0312121 | Time: 5111.1 ms
[2021-09-29 08:20:13 main:574] : INFO : Epoch 1917 | loss: 0.0312096 | val_loss: 0.0312115 | Time: 5320.9 ms
[2021-09-29 08:20:18 main:574] : INFO : Epoch 1918 | loss: 0.0312092 | val_loss: 0.0312142 | Time: 5195.26 ms
[2021-09-29 08:20:23 main:574] : INFO : Epoch 1919 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 4835.19 ms
[2021-09-29 08:20:28 main:574] : INFO : Epoch 1920 | loss: 0.0312083 | val_loss: 0.0312121 | Time: 4944.52 ms
[2021-09-29 08:20:32 main:574] : INFO : Epoch 1921 | loss: 0.0312091 | val_loss: 0.0312134 | Time: 4844.44 ms
[2021-09-29 08:20:38 main:574] : INFO : Epoch 1922 | loss: 0.0312098 | val_loss: 0.0312146 | Time: 5071.88 ms
[2021-09-29 08:20:43 main:574] : INFO : Epoch 1923 | loss: 0.0312094 | val_loss: 0.0312114 | Time: 5008.99 ms
[2021-09-29 08:20:47 main:574] : INFO : Epoch 1924 | loss: 0.0312084 | val_loss: 0.0312122 | Time: 4860.68 ms
[2021-09-29 08:20:52 main:574] : INFO : Epoch 1925 | loss: 0.03121 | val_loss: 0.0312227 | Time: 4837.14 ms
[2021-09-29 08:20:57 main:574] : INFO : Epoch 1926 | loss: 0.0312103 | val_loss: 0.0312125 | Time: 4844.33 ms
[2021-09-29 08:21:02 main:574] : INFO : Epoch 1927 | loss: 0.0312092 | val_loss: 0.0312149 | Time: 4893.58 ms
[2021-09-29 08:21:07 main:574] : INFO : Epoch 1928 | loss: 0.0312087 | val_loss: 0.0312123 | Time: 4851.19 ms
[2021-09-29 08:21:12 main:574] : INFO : Epoch 1929 | loss: 0.0312082 | val_loss: 0.0312133 | Time: 5069.93 ms
[2021-09-29 08:21:17 main:574] : INFO : Epoch 1930 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 5016.25 ms
[2021-09-29 08:21:22 main:574] : INFO : Epoch 1931 | loss: 0.0312082 | val_loss: 0.0312152 | Time: 5342.76 ms
[2021-09-29 08:21:27 main:574] : INFO : Epoch 1932 | loss: 0.0312089 | val_loss: 0.0312126 | Time: 4913.58 ms
[2021-09-29 08:21:32 main:574] : INFO : Epoch 1933 | loss: 0.0312079 | val_loss: 0.0312117 | Time: 4820.5 ms
[2021-09-29 08:21:37 main:574] : INFO : Epoch 1934 | loss: 0.0312075 | val_loss: 0.0312116 | Time: 4837.82 ms
[2021-09-29 08:21:42 main:574] : INFO : Epoch 1935 | loss: 0.0312077 | val_loss: 0.0312123 | Time: 4843.47 ms
[2021-09-29 08:21:46 main:574] : INFO : Epoch 1936 | loss: 0.0312079 | val_loss: 0.0312119 | Time: 4713.86 ms
[2021-09-29 08:21:51 main:574] : INFO : Epoch 1937 | loss: 0.0312083 | val_loss: 0.031213 | Time: 4969.97 ms
[2021-09-29 08:21:56 main:574] : INFO : Epoch 1938 | loss: 0.0312089 | val_loss: 0.0312116 | Time: 4949.24 ms
[2021-09-29 08:22:01 main:574] : INFO : Epoch 1939 | loss: 0.0312088 | val_loss: 0.0312133 | Time: 4937.53 ms
[2021-09-29 08:22:06 main:574] : INFO : Epoch 1940 | loss: 0.0312082 | val_loss: 0.0312116 | Time: 4825.82 ms
[2021-09-29 08:22:11 main:574] : INFO : Epoch 1941 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 4779.8 ms
[2021-09-29 08:22:16 main:574] : INFO : Epoch 1942 | loss: 0.0312088 | val_loss: 0.0312134 | Time: 4994.59 ms
[2021-09-29 08:22:21 main:574] : INFO : Epoch 1943 | loss: 0.0312082 | val_loss: 0.0312135 | Time: 4876.48 ms
[2021-09-29 08:22:26 main:574] : INFO : Epoch 1944 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 5639.61 ms
[2021-09-29 08:22:32 main:574] : INFO : Epoch 1945 | loss: 0.0312126 | val_loss: 0.0312117 | Time: 5092.67 ms
[2021-09-29 08:22:36 main:574] : INFO : Epoch 1946 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 4853.39 ms
[2021-09-29 08:22:41 main:574] : INFO : Epoch 1947 | loss: 0.0312083 | val_loss: 0.0312119 | Time: 4897.82 ms
[2021-09-29 08:22:46 main:574] : INFO : Epoch 1948 | loss: 0.0312083 | val_loss: 0.031214 | Time: 4915.22 ms
[2021-09-29 08:22:51 main:574] : INFO : Epoch 1949 | loss: 0.0312111 | val_loss: 0.0312161 | Time: 4713.54 ms
[2021-09-29 08:22:56 main:574] : INFO : Epoch 1950 | loss: 0.0312131 | val_loss: 0.0312189 | Time: 4963.65 ms
[2021-09-29 08:23:01 main:574] : INFO : Epoch 1951 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 4772.53 ms
[2021-09-29 08:23:06 main:574] : INFO : Epoch 1952 | loss: 0.0312079 | val_loss: 0.0312112 | Time: 4982.62 ms
[2021-09-29 08:23:10 main:574] : INFO : Epoch 1953 | loss: 0.0312081 | val_loss: 0.0312112 | Time: 4751.68 ms
[2021-09-29 08:23:15 main:574] : INFO : Epoch 1954 | loss: 0.031212 | val_loss: 0.0312128 | Time: 4872.9 ms
[2021-09-29 08:23:20 main:574] : INFO : Epoch 1955 | loss: 0.031211 | val_loss: 0.0312144 | Time: 5017.05 ms
[2021-09-29 08:23:25 main:574] : INFO : Epoch 1956 | loss: 0.0312103 | val_loss: 0.0312127 | Time: 4951.92 ms
[2021-09-29 08:23:30 main:574] : INFO : Epoch 1957 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 5061.79 ms
[2021-09-29 08:23:36 main:574] : INFO : Epoch 1958 | loss: 0.0312097 | val_loss: 0.0312151 | Time: 5207.2 ms
[2021-09-29 08:23:41 main:574] : INFO : Epoch 1959 | loss: 0.0312095 | val_loss: 0.0312158 | Time: 5012.62 ms
[2021-09-29 08:23:45 main:574] : INFO : Epoch 1960 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 4777.56 ms
[2021-09-29 08:23:50 main:574] : INFO : Epoch 1961 | loss: 0.0312092 | val_loss: 0.0312113 | Time: 4894.19 ms
[2021-09-29 08:23:55 main:574] : INFO : Epoch 1962 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 4847.5 ms
[2021-09-29 08:24:00 main:574] : INFO : Epoch 1963 | loss: 0.0312095 | val_loss: 0.0312152 | Time: 4831.33 ms
[2021-09-29 08:24:05 main:574] : INFO : Epoch 1964 | loss: 0.0312083 | val_loss: 0.0312117 | Time: 5348.02 ms
[2021-09-29 08:24:10 main:574] : INFO : Epoch 1965 | loss: 0.0312079 | val_loss: 0.0312132 | Time: 5057.12 ms
[2021-09-29 08:24:16 main:574] : INFO : Epoch 1966 | loss: 0.0312088 | val_loss: 0.0312137 | Time: 5142.14 ms
[2021-09-29 08:24:21 main:574] : INFO : Epoch 1967 | loss: 0.0312089 | val_loss: 0.0312106 | Time: 4978.99 ms
[2021-09-29 08:24:25 main:574] : INFO : Epoch 1968 | loss: 0.0312074 | val_loss: 0.0312109 | Time: 4896.18 ms
[2021-09-29 08:24:31 main:574] : INFO : Epoch 1969 | loss: 0.0312084 | val_loss: 0.0312113 | Time: 5134.42 ms
[2021-09-29 08:24:35 main:574] : INFO : Epoch 1970 | loss: 0.0312089 | val_loss: 0.031211 | Time: 4907.29 ms
[2021-09-29 08:24:41 main:574] : INFO : Epoch 1971 | loss: 0.0312087 | val_loss: 0.0312132 | Time: 5479.82 ms
[2021-09-29 08:24:46 main:574] : INFO : Epoch 1972 | loss: 0.0312077 | val_loss: 0.031212 | Time: 4756.42 ms
[2021-09-29 08:24:51 main:574] : INFO : Epoch 1973 | loss: 0.031209 | val_loss: 0.0312119 | Time: 4911.87 ms
[2021-09-29 08:24:56 main:574] : INFO : Epoch 1974 | loss: 0.0312071 | val_loss: 0.0312115 | Time: 4998.08 ms
[2021-09-29 08:25:01 main:574] : INFO : Epoch 1975 | loss: 0.0312069 | val_loss: 0.0312123 | Time: 4956.26 ms
[2021-09-29 08:25:05 main:574] : INFO : Epoch 1976 | loss: 0.031207 | val_loss: 0.0312117 | Time: 4760.07 ms
[2021-09-29 08:25:10 main:574] : INFO : Epoch 1977 | loss: 0.0312077 | val_loss: 0.0312105 | Time: 4898.07 ms
[2021-09-29 08:25:15 main:574] : INFO : Epoch 1978 | loss: 0.0312076 | val_loss: 0.0312128 | Time: 4861.6 ms
[2021-09-29 08:25:20 main:574] : INFO : Epoch 1979 | loss: 0.0312099 | val_loss: 0.031211 | Time: 4686.39 ms
[2021-09-29 08:25:25 main:574] : INFO : Epoch 1980 | loss: 0.0312087 | val_loss: 0.0312112 | Time: 5326.74 ms
[2021-09-29 08:25:30 main:574] : INFO : Epoch 1981 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 5103.69 ms
[2021-09-29 08:25:35 main:574] : INFO : Epoch 1982 | loss: 0.031207 | val_loss: 0.0312131 | Time: 4967.18 ms
[2021-09-29 08:25:40 main:574] : INFO : Epoch 1983 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 5067.69 ms
[2021-09-29 08:25:46 main:574] : INFO : Epoch 1984 | loss: 0.0312068 | val_loss: 0.031211 | Time: 5276.59 ms
[2021-09-29 08:25:51 main:574] : INFO : Epoch 1985 | loss: 0.0312069 | val_loss: 0.031211 | Time: 5083.92 ms
[2021-09-29 08:25:56 main:574] : INFO : Epoch 1986 | loss: 0.0312068 | val_loss: 0.0312118 | Time: 4978.59 ms
[2021-09-29 08:26:01 main:574] : INFO : Epoch 1987 | loss: 0.0312081 | val_loss: 0.0312145 | Time: 4922.26 ms
[2021-09-29 08:26:06 main:574] : INFO : Epoch 1988 | loss: 0.0312143 | val_loss: 0.0312187 | Time: 4943.69 ms
[2021-09-29 08:26:11 main:574] : INFO : Epoch 1989 | loss: 0.0312146 | val_loss: 0.0312142 | Time: 4981.74 ms
[2021-09-29 08:26:16 main:574] : INFO : Epoch 1990 | loss: 0.0312142 | val_loss: 0.0312125 | Time: 5063.25 ms
[2021-09-29 08:26:21 main:574] : INFO : Epoch 1991 | loss: 0.0312091 | val_loss: 0.03121 | Time: 5194.29 ms
[2021-09-29 08:26:26 main:574] : INFO : Epoch 1992 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 5099.85 ms
[2021-09-29 08:26:31 main:574] : INFO : Epoch 1993 | loss: 0.03121 | val_loss: 0.0312192 | Time: 4975.67 ms
[2021-09-29 08:26:36 main:574] : INFO : Epoch 1994 | loss: 0.0312101 | val_loss: 0.0312106 | Time: 4744.33 ms
[2021-09-29 08:26:41 main:574] : INFO : Epoch 1995 | loss: 0.031208 | val_loss: 0.0312091 | Time: 5085.51 ms
[2021-09-29 08:26:46 main:574] : INFO : Epoch 1996 | loss: 0.0312075 | val_loss: 0.0312104 | Time: 4889.39 ms
[2021-09-29 08:26:51 main:574] : INFO : Epoch 1997 | loss: 0.0312074 | val_loss: 0.0312113 | Time: 4918.7 ms
[2021-09-29 08:26:56 main:574] : INFO : Epoch 1998 | loss: 0.0312077 | val_loss: 0.0312096 | Time: 5419.92 ms
[2021-09-29 08:27:01 main:574] : INFO : Epoch 1999 | loss: 0.0312081 | val_loss: 0.0312098 | Time: 4991.31 ms
[2021-09-29 08:27:06 main:574] : INFO : Epoch 2000 | loss: 0.0312088 | val_loss: 0.0312104 | Time: 5247.6 ms
[2021-09-29 08:27:12 main:574] : INFO : Epoch 2001 | loss: 0.0312077 | val_loss: 0.0312107 | Time: 5381.43 ms
[2021-09-29 08:27:17 main:574] : INFO : Epoch 2002 | loss: 0.0312081 | val_loss: 0.0312163 | Time: 4969.14 ms
[2021-09-29 08:27:21 main:574] : INFO : Epoch 2003 | loss: 0.0312084 | val_loss: 0.0312105 | Time: 4817.18 ms
[2021-09-29 08:27:26 main:574] : INFO : Epoch 2004 | loss: 0.0312079 | val_loss: 0.0312103 | Time: 4837.83 ms
[2021-09-29 08:27:31 main:574] : INFO : Epoch 2005 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 4905.09 ms
[2021-09-29 08:27:36 main:574] : INFO : Epoch 2006 | loss: 0.0312089 | val_loss: 0.0312113 | Time: 4918.22 ms
[2021-09-29 08:27:41 main:574] : INFO : Epoch 2007 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 4890.2 ms
[2021-09-29 08:27:46 main:574] : INFO : Epoch 2008 | loss: 0.0312087 | val_loss: 0.0312101 | Time: 4928.24 ms
[2021-09-29 08:27:51 main:574] : INFO : Epoch 2009 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 4903.2 ms
[2021-09-29 08:27:56 main:574] : INFO : Epoch 2010 | loss: 0.0312078 | val_loss: 0.0312106 | Time: 5049.81 ms
[2021-09-29 08:28:01 main:574] : INFO : Epoch 2011 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 5369.05 ms
[2021-09-29 08:28:06 main:574] : INFO : Epoch 2012 | loss: 0.0312093 | val_loss: 0.0312163 | Time: 4840.44 ms
[2021-09-29 08:28:11 main:574] : INFO : Epoch 2013 | loss: 0.0312131 | val_loss: 0.0312125 | Time: 4918.55 ms
[2021-09-29 08:28:16 main:574] : INFO : Epoch 2014 | loss: 0.0312077 | val_loss: 0.0312103 | Time: 4913.33 ms
[2021-09-29 08:28:21 main:574] : INFO : Epoch 2015 | loss: 0.0312082 | val_loss: 0.0312158 | Time: 4996.51 ms
[2021-09-29 08:28:26 main:574] : INFO : Epoch 2016 | loss: 0.0312114 | val_loss: 0.0312157 | Time: 5044.97 ms
[2021-09-29 08:28:31 main:574] : INFO : Epoch 2017 | loss: 0.0312103 | val_loss: 0.0312115 | Time: 4754.99 ms
[2021-09-29 08:28:36 main:574] : INFO : Epoch 2018 | loss: 0.0312074 | val_loss: 0.031213 | Time: 4989.02 ms
[2021-09-29 08:28:41 main:574] : INFO : Epoch 2019 | loss: 0.0312083 | val_loss: 0.03121 | Time: 4766.99 ms
[2021-09-29 08:28:45 main:574] : INFO : Epoch 2020 | loss: 0.0312086 | val_loss: 0.0312099 | Time: 4930.19 ms
[2021-09-29 08:28:50 main:574] : INFO : Epoch 2021 | loss: 0.0312084 | val_loss: 0.03121 | Time: 4884.77 ms
[2021-09-29 08:28:55 main:574] : INFO : Epoch 2022 | loss: 0.031208 | val_loss: 0.0312107 | Time: 5126.78 ms
[2021-09-29 08:29:00 main:574] : INFO : Epoch 2023 | loss: 0.0312078 | val_loss: 0.031212 | Time: 4911.42 ms
[2021-09-29 08:29:06 main:574] : INFO : Epoch 2024 | loss: 0.0312078 | val_loss: 0.0312125 | Time: 5585.35 ms
[2021-09-29 08:29:11 main:574] : INFO : Epoch 2025 | loss: 0.0312093 | val_loss: 0.0312118 | Time: 4974.48 ms
[2021-09-29 08:29:16 main:574] : INFO : Epoch 2026 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 4799.94 ms
[2021-09-29 08:29:21 main:574] : INFO : Epoch 2027 | loss: 0.0312079 | val_loss: 0.0312112 | Time: 4826.41 ms
[2021-09-29 08:29:26 main:574] : INFO : Epoch 2028 | loss: 0.0312075 | val_loss: 0.0312098 | Time: 4953.8 ms
[2021-09-29 08:29:30 main:574] : INFO : Epoch 2029 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 4743.44 ms
[2021-09-29 08:29:35 main:574] : INFO : Epoch 2030 | loss: 0.0312072 | val_loss: 0.0312101 | Time: 5046.66 ms
[2021-09-29 08:29:40 main:574] : INFO : Epoch 2031 | loss: 0.0312123 | val_loss: 0.0312166 | Time: 5028.54 ms
[2021-09-29 08:29:45 main:574] : INFO : Epoch 2032 | loss: 0.0312122 | val_loss: 0.0312108 | Time: 4924.72 ms
[2021-09-29 08:29:50 main:574] : INFO : Epoch 2033 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 5025.96 ms
[2021-09-29 08:29:55 main:574] : INFO : Epoch 2034 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 4848.44 ms
[2021-09-29 08:30:00 main:574] : INFO : Epoch 2035 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 5158.67 ms
[2021-09-29 08:30:05 main:574] : INFO : Epoch 2036 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 4823.81 ms
[2021-09-29 08:30:11 main:574] : INFO : Epoch 2037 | loss: 0.03121 | val_loss: 0.0312114 | Time: 5411.4 ms
[2021-09-29 08:30:16 main:574] : INFO : Epoch 2038 | loss: 0.0312095 | val_loss: 0.0312103 | Time: 5025.84 ms
[2021-09-29 08:30:21 main:574] : INFO : Epoch 2039 | loss: 0.0312081 | val_loss: 0.0312123 | Time: 4848.36 ms
[2021-09-29 08:30:25 main:574] : INFO : Epoch 2040 | loss: 0.0312095 | val_loss: 0.0312137 | Time: 4830.68 ms
[2021-09-29 08:30:30 main:574] : INFO : Epoch 2041 | loss: 0.031209 | val_loss: 0.0312108 | Time: 4847.97 ms
[2021-09-29 08:30:35 main:574] : INFO : Epoch 2042 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 4740.46 ms
[2021-09-29 08:30:40 main:574] : INFO : Epoch 2043 | loss: 0.03121 | val_loss: 0.0312104 | Time: 4891.61 ms
[2021-09-29 08:30:45 main:574] : INFO : Epoch 2044 | loss: 0.0312095 | val_loss: 0.0312108 | Time: 5104.39 ms
[2021-09-29 08:30:50 main:574] : INFO : Epoch 2045 | loss: 0.0312074 | val_loss: 0.0312127 | Time: 4961.49 ms
[2021-09-29 08:30:55 main:574] : INFO : Epoch 2046 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 4877.43 ms
[2021-09-29 08:31:00 main:574] : INFO : Epoch 2047 | loss: 0.0312083 | val_loss: 0.0312132 | Time: 4971.94 ms
[2021-09-29 08:31:05 main:574] : INFO : Epoch 2048 | loss: 0.0312113 | val_loss: 0.031219 | Time: 5178.27 ms
[2021-09-29 08:31:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031219
[2021-09-29 08:31:05 main:603] : INFO : Saving end state to config to file
[2021-09-29 08:31:05 main:608] : INFO : Success, exiting..
08:31:05 (15444): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)