Task 6643132
| Name | ParityMachine-1627979665-18532-2_0 |
| Workunit | 4393100 |
| Created | 15 Aug 2021, 8:47:03 UTC |
| Sent | 19 Aug 2021, 23:44:49 UTC |
| Report deadline | 26 Aug 2021, 23:44:49 UTC |
| Received | 20 Aug 2021, 9:17:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 42 sec |
| CPU time | 2 hours 19 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 56 main:574] : INFO : Epoch 1542 | loss: 0.0311079 | val_loss: 0.0311213 | Time: 4177.73 ms [2021-08-20 10:42:00 main:574] : INFO : Epoch 1543 | loss: 0.0311086 | val_loss: 0.0311229 | Time: 4093.12 ms [2021-08-20 10:42:04 main:574] : INFO : Epoch 1544 | loss: 0.0311074 | val_loss: 0.0311203 | Time: 4072.06 ms [2021-08-20 10:42:08 main:574] : INFO : Epoch 1545 | loss: 0.0311081 | val_loss: 0.0311215 | Time: 4188.78 ms [2021-08-20 10:42:12 main:574] : INFO : Epoch 1546 | loss: 0.0311077 | val_loss: 0.0311219 | Time: 4266.74 ms [2021-08-20 10:42:16 main:574] : INFO : Epoch 1547 | loss: 0.0311122 | val_loss: 0.0311204 | Time: 4107.98 ms [2021-08-20 10:42:21 main:574] : INFO : Epoch 1548 | loss: 0.0311075 | val_loss: 0.0311234 | Time: 4105.85 ms [2021-08-20 10:42:25 main:574] : INFO : Epoch 1549 | loss: 0.0311074 | val_loss: 0.0311233 | Time: 4151.51 ms [2021-08-20 10:42:29 main:574] : INFO : Epoch 1550 | loss: 0.0311103 | val_loss: 0.0311302 | Time: 4200.02 ms [2021-08-20 10:42:33 main:574] : INFO : Epoch 1551 | loss: 0.0311093 | val_loss: 0.0311278 | Time: 4120.86 ms [2021-08-20 10:42:37 main:574] : INFO : Epoch 1552 | loss: 0.0311081 | val_loss: 0.0311238 | Time: 4239.65 ms [2021-08-20 10:42:42 main:574] : INFO : Epoch 1553 | loss: 0.0311094 | val_loss: 0.0311294 | Time: 4161.71 ms [2021-08-20 10:42:46 main:574] : INFO : Epoch 1554 | loss: 0.0311088 | val_loss: 0.0311228 | Time: 4228.21 ms [2021-08-20 10:42:50 main:574] : INFO : Epoch 1555 | loss: 0.0311082 | val_loss: 0.0311228 | Time: 4122.91 ms [2021-08-20 10:42:54 main:574] : INFO : Epoch 1556 | loss: 0.0311055 | val_loss: 0.0311283 | Time: 4139.65 ms [2021-08-20 10:42:58 main:574] : INFO : Epoch 1557 | loss: 0.0311083 | val_loss: 0.0311235 | Time: 4179.73 ms [2021-08-20 10:43:03 main:574] : INFO : Epoch 1558 | loss: 0.0311065 | val_loss: 0.0311229 | Time: 4169.7 ms [2021-08-20 10:43:07 main:574] : INFO : Epoch 1559 | loss: 0.0311087 | val_loss: 0.0311325 | Time: 4226.37 ms [2021-08-20 10:43:11 main:574] : INFO : Epoch 1560 | loss: 0.031117 | val_loss: 0.0311374 | Time: 4108.95 ms [2021-08-20 10:43:15 main:574] : INFO : Epoch 1561 | loss: 0.0311199 | val_loss: 0.0311261 | Time: 4175.99 ms [2021-08-20 10:43:19 main:574] : INFO : Epoch 1562 | loss: 0.031114 | val_loss: 0.0311227 | Time: 4173.16 ms [2021-08-20 10:43:23 main:574] : INFO : Epoch 1563 | loss: 0.0311107 | val_loss: 0.031119 | Time: 4124.02 ms [2021-08-20 10:43:28 main:574] : INFO : Epoch 1564 | loss: 0.03111 | val_loss: 0.0311214 | Time: 4151.96 ms [2021-08-20 10:43:32 main:574] : INFO : Epoch 1565 | loss: 0.0311146 | val_loss: 0.0311256 | Time: 4096 ms [2021-08-20 10:43:36 main:574] : INFO : Epoch 1566 | loss: 0.0311172 | val_loss: 0.0311296 | Time: 4101.17 ms [2021-08-20 10:43:40 main:574] : INFO : Epoch 1567 | loss: 0.0311143 | val_loss: 0.0311283 | Time: 4087.49 ms [2021-08-20 10:43:44 main:574] : INFO : Epoch 1568 | loss: 0.0311125 | val_loss: 0.0311229 | Time: 4097.53 ms [2021-08-20 10:43:48 main:574] : INFO : Epoch 1569 | loss: 0.0311094 | val_loss: 0.0311206 | Time: 4108.17 ms [2021-08-20 10:43:52 main:574] : INFO : Epoch 1570 | loss: 0.0311081 | val_loss: 0.0311217 | Time: 4158.44 ms [2021-08-20 10:43:57 main:574] : INFO : Epoch 1571 | loss: 0.031111 | val_loss: 0.0311224 | Time: 4081.68 ms [2021-08-20 10:44:01 main:574] : INFO : Epoch 1572 | loss: 0.0311098 | val_loss: 0.0311215 | Time: 4158.15 ms [2021-08-20 10:44:05 main:574] : INFO : Epoch 1573 | loss: 0.0311061 | val_loss: 0.0311199 | Time: 4149.69 ms [2021-08-20 10:44:09 main:574] : INFO : Epoch 1574 | loss: 0.0311146 | val_loss: 0.0311338 | Time: 4030.9 ms [2021-08-20 10:44:13 main:574] : INFO : Epoch 1575 | loss: 0.0311187 | val_loss: 0.0311269 | Time: 4089.81 ms [2021-08-20 10:44:17 main:574] : INFO : Epoch 1576 | loss: 0.0311139 | val_loss: 0.0311255 | Time: 4166.3 ms [2021-08-20 10:44:21 main:574] : INFO : Epoch 1577 | loss: 0.0311122 | val_loss: 0.031126 | Time: 4194.78 ms [2021-08-20 10:44:26 main:574] : INFO : Epoch 1578 | loss: 0.0311117 | val_loss: 0.0311243 | Time: 4100.43 ms [2021-08-20 10:44:30 main:574] : INFO : Epoch 1579 | loss: 0.0311089 | val_loss: 0.0311403 | Time: 4174.04 ms [2021-08-20 10:44:34 main:574] : INFO : Epoch 1580 | loss: 0.0311087 | val_loss: 0.0311215 | Time: 4162.81 ms [2021-08-20 10:44:38 main:574] : INFO : Epoch 1581 | loss: 0.0311089 | val_loss: 0.0311278 | Time: 4142.74 ms [2021-08-20 10:44:42 main:574] : INFO : Epoch 1582 | loss: 0.03111 | val_loss: 0.0311256 | Time: 4120.21 ms [2021-08-20 10:44:46 main:574] : INFO : Epoch 1583 | loss: 0.0311107 | val_loss: 0.0311237 | Time: 4112.85 ms [2021-08-20 10:44:51 main:574] : INFO : Epoch 1584 | loss: 0.0311075 | val_loss: 0.0311246 | Time: 4156.32 ms [2021-08-20 10:44:55 main:574] : INFO : Epoch 1585 | loss: 0.031114 | val_loss: 0.0311367 | Time: 4148.66 ms [2021-08-20 10:44:59 main:574] : INFO : Epoch 1586 | loss: 0.031112 | val_loss: 0.0311222 | Time: 4150.36 ms [2021-08-20 10:45:03 main:574] : INFO : Epoch 1587 | loss: 0.0311063 | val_loss: 0.031128 | Time: 4270.15 ms [2021-08-20 10:45:07 main:574] : INFO : Epoch 1588 | loss: 0.0311073 | val_loss: 0.0311243 | Time: 4118.25 ms [2021-08-20 10:45:11 main:574] : INFO : Epoch 1589 | loss: 0.0311113 | val_loss: 0.0311331 | Time: 4097.03 ms [2021-08-20 10:45:16 main:574] : INFO : Epoch 1590 | loss: 0.031113 | val_loss: 0.0311258 | Time: 4126.02 ms [2021-08-20 10:45:20 main:574] : INFO : Epoch 1591 | loss: 0.031111 | val_loss: 0.0311254 | Time: 4047.88 ms [2021-08-20 10:45:24 main:574] : INFO : Epoch 1592 | loss: 0.0311137 | val_loss: 0.0311301 | Time: 4077.44 ms [2021-08-20 10:45:28 main:574] : INFO : Epoch 1593 | loss: 0.0311114 | val_loss: 0.031123 | Time: 4144.99 ms [2021-08-20 10:45:32 main:574] : INFO : Epoch 1594 | loss: 0.031111 | val_loss: 0.0311229 | Time: 4144.89 ms [2021-08-20 10:45:36 main:574] : INFO : Epoch 1595 | loss: 0.0311088 | val_loss: 0.0311228 | Time: 4206.39 ms [2021-08-20 10:45:40 main:574] : INFO : Epoch 1596 | loss: 0.0311083 | val_loss: 0.0311265 | Time: 4152.5 ms [2021-08-20 10:45:45 main:574] : INFO : Epoch 1597 | loss: 0.0311131 | val_loss: 0.031123 | Time: 4139.99 ms [2021-08-20 10:45:49 main:574] : INFO : Epoch 1598 | loss: 0.0311092 | val_loss: 0.0311241 | Time: 4145.97 ms [2021-08-20 10:45:53 main:574] : INFO : Epoch 1599 | loss: 0.0311116 | val_loss: 0.0311205 | Time: 4108.05 ms [2021-08-20 10:45:57 main:574] : INFO : Epoch 1600 | loss: 0.0311092 | val_loss: 0.0311206 | Time: 4150.1 ms [2021-08-20 10:46:01 main:574] : INFO : Epoch 1601 | loss: 0.0311122 | val_loss: 0.0311245 | Time: 4205.02 ms [2021-08-20 10:46:05 main:574] : INFO : Epoch 1602 | loss: 0.0311122 | val_loss: 0.0311195 | Time: 4045.07 ms [2021-08-20 10:46:09 main:574] : INFO : Epoch 1603 | loss: 0.0311065 | val_loss: 0.031123 | Time: 4075.19 ms [2021-08-20 10:46:14 main:574] : INFO : Epoch 1604 | loss: 0.0311076 | val_loss: 0.0311179 | Time: 4088.12 ms [2021-08-20 10:46:18 main:574] : INFO : Epoch 1605 | loss: 0.0311065 | val_loss: 0.0311175 | Time: 4122.57 ms [2021-08-20 10:46:22 main:574] : INFO : Epoch 1606 | loss: 0.0311065 | val_loss: 0.031129 | Time: 4060.63 ms [2021-08-20 10:46:26 main:574] : INFO : Epoch 1607 | loss: 0.0311159 | val_loss: 0.0311236 | Time: 4247.98 ms [2021-08-20 10:46:30 main:574] : INFO : Epoch 1608 | loss: 0.0311128 | val_loss: 0.0311191 | Time: 4213.48 ms [2021-08-20 10:46:34 main:574] : INFO : Epoch 1609 | loss: 0.0311185 | val_loss: 0.0311228 | Time: 4048.33 ms [2021-08-20 10:46:39 main:574] : INFO : Epoch 1610 | loss: 0.0311135 | val_loss: 0.0311425 | Time: 4115.52 ms [2021-08-20 10:46:43 main:574] : INFO : Epoch 1611 | loss: 0.0311242 | val_loss: 0.0311374 | Time: 4049.58 ms [2021-08-20 10:46:47 main:574] : INFO : Epoch 1612 | loss: 0.0311111 | val_loss: 0.0311474 | Time: 4136.29 ms [2021-08-20 10:46:51 main:574] : INFO : Epoch 1613 | loss: 0.0311138 | val_loss: 0.0311221 | Time: 4214.36 ms [2021-08-20 10:46:55 main:574] : INFO : Epoch 1614 | loss: 0.0311045 | val_loss: 0.0311249 | Time: 4093.25 ms [2021-08-20 10:46:59 main:574] : INFO : Epoch 1615 | loss: 0.0311064 | val_loss: 0.0311193 | Time: 4017.01 ms [2021-08-20 10:47:03 main:574] : INFO : Epoch 1616 | loss: 0.0311062 | val_loss: 0.0311191 | Time: 4160.67 ms [2021-08-20 10:47:07 main:574] : INFO : Epoch 1617 | loss: 0.031102 | val_loss: 0.0311216 | Time: 4057.54 ms [2021-08-20 10:47:11 main:574] : INFO : Epoch 1618 | loss: 0.0311038 | val_loss: 0.031118 | Time: 4104.43 ms [2021-08-20 10:47:16 main:574] : INFO : Epoch 1619 | loss: 0.0311077 | val_loss: 0.0311166 | Time: 4101 ms [2021-08-20 10:47:20 main:574] : INFO : Epoch 1620 | loss: 0.0311102 | val_loss: 0.0311366 | Time: 4097.11 ms [2021-08-20 10:47:24 main:574] : INFO : Epoch 1621 | loss: 0.0311114 | val_loss: 0.031121 | Time: 4072.82 ms [2021-08-20 10:47:28 main:574] : INFO : Epoch 1622 | loss: 0.0311068 | val_loss: 0.0311255 | Time: 4324.99 ms [2021-08-20 10:47:33 main:574] : INFO : Epoch 1623 | loss: 0.0311071 | val_loss: 0.0311194 | Time: 4362.58 ms [2021-08-20 10:47:37 main:574] : INFO : Epoch 1624 | loss: 0.031104 | val_loss: 0.0311227 | Time: 4099 ms [2021-08-20 10:47:41 main:574] : INFO : Epoch 1625 | loss: 0.0311027 | val_loss: 0.0311256 | Time: 4182.12 ms [2021-08-20 10:47:45 main:574] : INFO : Epoch 1626 | loss: 0.0311089 | val_loss: 0.0311227 | Time: 4125.83 ms [2021-08-20 10:47:49 main:574] : INFO : Epoch 1627 | loss: 0.0311005 | val_loss: 0.0311216 | Time: 4145.19 ms [2021-08-20 10:47:53 main:574] : INFO : Epoch 1628 | loss: 0.0311012 | val_loss: 0.0311237 | Time: 4067.83 ms [2021-08-20 10:47:57 main:574] : INFO : Epoch 1629 | loss: 0.0311029 | val_loss: 0.0311266 | Time: 4163.62 ms [2021-08-20 10:48:02 main:574] : INFO : Epoch 1630 | loss: 0.0311147 | val_loss: 0.0311233 | Time: 4224.44 ms [2021-08-20 10:48:06 main:574] : INFO : Epoch 1631 | loss: 0.0311104 | val_loss: 0.0311198 | Time: 4110.05 ms [2021-08-20 10:48:10 main:574] : INFO : Epoch 1632 | loss: 0.031112 | val_loss: 0.0311226 | Time: 4154.33 ms [2021-08-20 10:48:14 main:574] : INFO : Epoch 1633 | loss: 0.0311158 | val_loss: 0.0311208 | Time: 4083.15 ms [2021-08-20 10:48:18 main:574] : INFO : Epoch 1634 | loss: 0.0311142 | val_loss: 0.0311274 | Time: 4155.85 ms [2021-08-20 10:48:22 main:574] : INFO : Epoch 1635 | loss: 0.0311106 | val_loss: 0.0311209 | Time: 4179.32 ms [2021-08-20 10:48:27 main:574] : INFO : Epoch 1636 | loss: 0.0311104 | val_loss: 0.031123 | Time: 4101.11 ms [2021-08-20 10:48:31 main:574] : INFO : Epoch 1637 | loss: 0.0311104 | val_loss: 0.0311286 | Time: 4087.81 ms [2021-08-20 10:48:35 main:574] : INFO : Epoch 1638 | loss: 0.0311242 | val_loss: 0.0311307 | Time: 4200.05 ms [2021-08-20 10:48:39 main:574] : INFO : Epoch 1639 | loss: 0.0311211 | val_loss: 0.0311249 | Time: 4196.93 ms [2021-08-20 10:48:43 main:574] : INFO : Epoch 1640 | loss: 0.0311079 | val_loss: 0.0311257 | Time: 4212.12 ms [2021-08-20 10:48:48 main:574] : INFO : Epoch 1641 | loss: 0.0311048 | val_loss: 0.0311223 | Time: 4145.03 ms [2021-08-20 10:48:52 main:574] : INFO : Epoch 1642 | loss: 0.0311042 | val_loss: 0.0311249 | Time: 4140.97 ms [2021-08-20 10:48:56 main:574] : INFO : Epoch 1643 | loss: 0.0311048 | val_loss: 0.031117 | Time: 4112.97 ms [2021-08-20 10:49:00 main:574] : INFO : Epoch 1644 | loss: 0.0311027 | val_loss: 0.0311193 | Time: 4242.79 ms [2021-08-20 10:49:04 main:574] : INFO : Epoch 1645 | loss: 0.0311084 | val_loss: 0.0311269 | Time: 4077 ms [2021-08-20 10:49:08 main:574] : INFO : Epoch 1646 | loss: 0.03111 | val_loss: 0.0311204 | Time: 4195.58 ms [2021-08-20 10:49:13 main:574] : INFO : Epoch 1647 | loss: 0.0311035 | val_loss: 0.0311219 | Time: 4113.77 ms [2021-08-20 10:49:17 main:574] : INFO : Epoch 1648 | loss: 0.0311038 | val_loss: 0.0311184 | Time: 4170.27 ms [2021-08-20 10:49:21 main:574] : INFO : Epoch 1649 | loss: 0.031102 | val_loss: 0.0311212 | Time: 4174.75 ms [2021-08-20 10:49:25 main:574] : INFO : Epoch 1650 | loss: 0.0311012 | val_loss: 0.0311267 | Time: 4115.63 ms [2021-08-20 10:49:29 main:574] : INFO : Epoch 1651 | loss: 0.0311007 | val_loss: 0.0311202 | Time: 4127.58 ms [2021-08-20 10:49:33 main:574] : INFO : Epoch 1652 | loss: 0.0311051 | val_loss: 0.0311172 | Time: 4081.26 ms [2021-08-20 10:49:37 main:574] : INFO : Epoch 1653 | loss: 0.0311069 | val_loss: 0.0311327 | Time: 4128.63 ms [2021-08-20 10:49:42 main:574] : INFO : Epoch 1654 | loss: 0.0311092 | val_loss: 0.0311222 | Time: 4153.88 ms [2021-08-20 10:49:46 main:574] : INFO : Epoch 1655 | loss: 0.031104 | val_loss: 0.03112 | Time: 4157.53 ms [2021-08-20 10:49:50 main:574] : INFO : Epoch 1656 | loss: 0.031107 | val_loss: 0.0311465 | Time: 4215.86 ms [2021-08-20 10:49:54 main:574] : INFO : Epoch 1657 | loss: 0.0311163 | val_loss: 0.0311199 | Time: 4170.23 ms [2021-08-20 10:49:58 main:574] : INFO : Epoch 1658 | loss: 0.0311033 | val_loss: 0.0311207 | Time: 4138.51 ms [2021-08-20 10:50:03 main:574] : INFO : Epoch 1659 | loss: 0.0311002 | val_loss: 0.0311168 | Time: 4201.56 ms [2021-08-20 10:50:07 main:574] : INFO : Epoch 1660 | loss: 0.0310989 | val_loss: 0.0311171 | Time: 4115.26 ms [2021-08-20 10:50:11 main:574] : INFO : Epoch 1661 | loss: 0.031099 | val_loss: 0.0311171 | Time: 4135.07 ms [2021-08-20 10:50:15 main:574] : INFO : Epoch 1662 | loss: 0.0311036 | val_loss: 0.0311241 | Time: 4079.56 ms [2021-08-20 10:50:19 main:574] : INFO : Epoch 1663 | loss: 0.0311092 | val_loss: 0.0311338 | Time: 4112.15 ms [2021-08-20 10:50:23 main:574] : INFO : Epoch 1664 | loss: 0.0311079 | val_loss: 0.0311229 | Time: 4170.26 ms [2021-08-20 10:50:27 main:574] : INFO : Epoch 1665 | loss: 0.0311068 | val_loss: 0.0311251 | Time: 4059.91 ms [2021-08-20 10:50:32 main:574] : INFO : Epoch 1666 | loss: 0.0311052 | val_loss: 0.0311367 | Time: 4110.05 ms [2021-08-20 10:50:36 main:574] : INFO : Epoch 1667 | loss: 0.0311151 | val_loss: 0.0311242 | Time: 4152.84 ms [2021-08-20 10:50:40 main:574] : INFO : Epoch 1668 | loss: 0.0311034 | val_loss: 0.0311169 | Time: 4147.88 ms [2021-08-20 10:50:44 main:574] : INFO : Epoch 1669 | loss: 0.0311002 | val_loss: 0.0311152 | Time: 4159.53 ms [2021-08-20 10:50:48 main:574] : INFO : Epoch 1670 | loss: 0.0311006 | val_loss: 0.0311141 | Time: 4083.1 ms [2021-08-20 10:50:52 main:574] : INFO : Epoch 1671 | loss: 0.0310977 | val_loss: 0.0311219 | Time: 4130.46 ms [2021-08-20 10:50:56 main:574] : INFO : Epoch 1672 | loss: 0.031098 | val_loss: 0.0311159 | Time: 4091.42 ms [2021-08-20 10:51:01 main:574] : INFO : Epoch 1673 | loss: 0.0310953 | val_loss: 0.031114 | Time: 4233.37 ms [2021-08-20 10:51:05 main:574] : INFO : Epoch 1674 | loss: 0.0310962 | val_loss: 0.0311152 | Time: 4208.54 ms [2021-08-20 10:51:09 main:574] : INFO : Epoch 1675 | loss: 0.0310956 | val_loss: 0.0311191 | Time: 4155.98 ms [2021-08-20 10:51:13 main:574] : INFO : Epoch 1676 | loss: 0.0310989 | val_loss: 0.0311125 | Time: 4166.6 ms [2021-08-20 10:51:17 main:574] : INFO : Epoch 1677 | loss: 0.0311003 | val_loss: 0.0311228 | Time: 4134.24 ms [2021-08-20 10:51:22 main:574] : INFO : Epoch 1678 | loss: 0.0310954 | val_loss: 0.0311245 | Time: 4208.75 ms [2021-08-20 10:51:26 main:574] : INFO : Epoch 1679 | loss: 0.0311075 | val_loss: 0.0311454 | Time: 4151.42 ms [2021-08-20 10:51:30 main:574] : INFO : Epoch 1680 | loss: 0.0311063 | val_loss: 0.0311222 | Time: 4126.25 ms [2021-08-20 10:51:34 main:574] : INFO : Epoch 1681 | loss: 0.0310959 | val_loss: 0.0311159 | Time: 4110 ms [2021-08-20 10:51:38 main:574] : INFO : Epoch 1682 | loss: 0.0311002 | val_loss: 0.0311233 | Time: 4019.66 ms [2021-08-20 10:51:42 main:574] : INFO : Epoch 1683 | loss: 0.0310985 | val_loss: 0.0311163 | Time: 4105.54 ms [2021-08-20 10:51:46 main:574] : INFO : Epoch 1684 | loss: 0.031097 | val_loss: 0.0311154 | Time: 4106.94 ms [2021-08-20 10:51:51 main:574] : INFO : Epoch 1685 | loss: 0.0310974 | val_loss: 0.0311157 | Time: 4106.56 ms [2021-08-20 10:51:55 main:574] : INFO : Epoch 1686 | loss: 0.0310946 | val_loss: 0.0311111 | Time: 4138.03 ms [2021-08-20 10:51:59 main:574] : INFO : Epoch 1687 | loss: 0.0310941 | val_loss: 0.031112 | Time: 4071.38 ms [2021-08-20 10:52:03 main:574] : INFO : Epoch 1688 | loss: 0.0310989 | val_loss: 0.0311165 | Time: 4149.73 ms [2021-08-20 10:52:07 main:574] : INFO : Epoch 1689 | loss: 0.0311008 | val_loss: 0.0311387 | Time: 4279.52 ms [2021-08-20 10:52:11 main:574] : INFO : Epoch 1690 | loss: 0.0311035 | val_loss: 0.0311114 | Time: 4118.13 ms [2021-08-20 10:52:16 main:574] : INFO : Epoch 1691 | loss: 0.0310976 | val_loss: 0.0311199 | Time: 4232.73 ms [2021-08-20 10:52:20 main:574] : INFO : Epoch 1692 | loss: 0.0310953 | val_loss: 0.031115 | Time: 4114.2 ms [2021-08-20 10:52:24 main:574] : INFO : Epoch 1693 | loss: 0.0310945 | val_loss: 0.0311112 | Time: 4097.56 ms [2021-08-20 10:52:28 main:574] : INFO : Epoch 1694 | loss: 0.0310956 | val_loss: 0.0311098 | Time: 4189.56 ms [2021-08-20 10:52:32 main:574] : INFO : Epoch 1695 | loss: 0.0311044 | val_loss: 0.0311161 | Time: 4191.13 ms [2021-08-20 10:52:37 main:574] : INFO : Epoch 1696 | loss: 0.0311032 | val_loss: 0.031116 | Time: 4153.09 ms [2021-08-20 10:52:41 main:574] : INFO : Epoch 1697 | loss: 0.0310955 | val_loss: 0.0311128 | Time: 4171.54 ms [2021-08-20 10:52:45 main:574] : INFO : Epoch 1698 | loss: 0.0310984 | val_loss: 0.0311108 | Time: 4311.56 ms [2021-08-20 10:52:49 main:574] : INFO : Epoch 1699 | loss: 0.0310969 | val_loss: 0.031117 | Time: 4094.45 ms [2021-08-20 10:52:53 main:574] : INFO : Epoch 1700 | loss: 0.0311064 | val_loss: 0.0311108 | Time: 4096.19 ms [2021-08-20 10:52:58 main:574] : INFO : Epoch 1701 | loss: 0.0310921 | val_loss: 0.0311099 | Time: 4235.84 ms [2021-08-20 10:53:02 main:574] : INFO : Epoch 1702 | loss: 0.0310903 | val_loss: 0.0311161 | Time: 4108.18 ms [2021-08-20 10:53:06 main:574] : INFO : Epoch 1703 | loss: 0.0310979 | val_loss: 0.0311161 | Time: 4201.62 ms [2021-08-20 10:53:10 main:574] : INFO : Epoch 1704 | loss: 0.0310968 | val_loss: 0.031113 | Time: 4156.34 ms [2021-08-20 10:53:14 main:574] : INFO : Epoch 1705 | loss: 0.031096 | val_loss: 0.0311419 | Time: 4243.62 ms [2021-08-20 10:53:19 main:574] : INFO : Epoch 1706 | loss: 0.0311003 | val_loss: 0.0311175 | Time: 4153.52 ms [2021-08-20 10:53:23 main:574] : INFO : Epoch 1707 | loss: 0.0311072 | val_loss: 0.0311198 | Time: 4096.24 ms [2021-08-20 10:53:27 main:574] : INFO : Epoch 1708 | loss: 0.0310954 | val_loss: 0.0311153 | Time: 4143.67 ms [2021-08-20 10:53:31 main:574] : INFO : Epoch 1709 | loss: 0.0310942 | val_loss: 0.0311155 | Time: 4277.95 ms [2021-08-20 10:53:35 main:574] : INFO : Epoch 1710 | loss: 0.0310951 | val_loss: 0.0311184 | Time: 4155.09 ms [2021-08-20 10:53:39 main:574] : INFO : Epoch 1711 | loss: 0.0311015 | val_loss: 0.0311145 | Time: 4143.82 ms [2021-08-20 10:53:44 main:574] : INFO : Epoch 1712 | loss: 0.0310947 | val_loss: 0.0311207 | Time: 4206.72 ms [2021-08-20 10:53:48 main:574] : INFO : Epoch 1713 | loss: 0.0310974 | val_loss: 0.0311131 | Time: 4199.97 ms [2021-08-20 10:53:52 main:574] : INFO : Epoch 1714 | loss: 0.031099 | val_loss: 0.0311158 | Time: 4193.41 ms [2021-08-20 10:53:56 main:574] : INFO : Epoch 1715 | loss: 0.0311119 | val_loss: 0.0311212 | Time: 4130.1 ms [2021-08-20 10:54:00 main:574] : INFO : Epoch 1716 | loss: 0.0311031 | val_loss: 0.0311149 | Time: 4128.74 ms [2021-08-20 10:54:05 main:574] : INFO : Epoch 1717 | loss: 0.0310975 | val_loss: 0.0311154 | Time: 4248.09 ms [2021-08-20 10:54:09 main:574] : INFO : Epoch 1718 | loss: 0.0311015 | val_loss: 0.0311198 | Time: 4197.28 ms [2021-08-20 10:54:13 main:574] : INFO : Epoch 1719 | loss: 0.0311008 | val_loss: 0.0311143 | Time: 4122.72 ms [2021-08-20 10:54:17 main:574] : INFO : Epoch 1720 | loss: 0.0310933 | val_loss: 0.0311183 | Time: 4163.87 ms [2021-08-20 10:54:21 main:574] : INFO : Epoch 1721 | loss: 0.0310967 | val_loss: 0.0311139 | Time: 4094.28 ms [2021-08-20 10:54:26 main:574] : INFO : Epoch 1722 | loss: 0.0310945 | val_loss: 0.0311158 | Time: 4177.8 ms [2021-08-20 10:54:30 main:574] : INFO : Epoch 1723 | loss: 0.0310977 | val_loss: 0.031118 | Time: 4089.76 ms [2021-08-20 10:54:34 main:574] : INFO : Epoch 1724 | loss: 0.0310937 | val_loss: 0.0311166 | Time: 4150.37 ms [2021-08-20 10:54:38 main:574] : INFO : Epoch 1725 | loss: 0.0310913 | val_loss: 0.0311163 | Time: 4095.3 ms [2021-08-20 10:54:42 main:574] : INFO : Epoch 1726 | loss: 0.031103 | val_loss: 0.031118 | Time: 4212.63 ms [2021-08-20 10:54:46 main:574] : INFO : Epoch 1727 | loss: 0.0311076 | val_loss: 0.0311395 | Time: 4134.59 ms [2021-08-20 10:54:51 main:574] : INFO : Epoch 1728 | loss: 0.031095 | val_loss: 0.0311245 | Time: 4138.19 ms [2021-08-20 10:54:55 main:574] : INFO : Epoch 1729 | loss: 0.0310919 | val_loss: 0.0311115 | Time: 4244.21 ms [2021-08-20 10:54:59 main:574] : INFO : Epoch 1730 | loss: 0.0310898 | val_loss: 0.0311116 | Time: 4113.93 ms [2021-08-20 10:55:03 main:574] : INFO : Epoch 1731 | loss: 0.0310905 | val_loss: 0.0311054 | Time: 4141.09 ms [2021-08-20 10:55:07 main:574] : INFO : Epoch 1732 | loss: 0.0310911 | val_loss: 0.0311114 | Time: 4218.54 ms [2021-08-20 10:55:12 main:574] : INFO : Epoch 1733 | loss: 0.0310915 | val_loss: 0.0311091 | Time: 4190.15 ms [2021-08-20 10:55:16 main:574] : INFO : Epoch 1734 | loss: 0.0310907 | val_loss: 0.0311107 | Time: 4071.33 ms [2021-08-20 10:55:20 main:574] : INFO : Epoch 1735 | loss: 0.031089 | val_loss: 0.0311086 | Time: 4167.08 ms [2021-08-20 10:55:24 main:574] : INFO : Epoch 1736 | loss: 0.0310877 | val_loss: 0.0311117 | Time: 4152.69 ms [2021-08-20 10:55:28 main:574] : INFO : Epoch 1737 | loss: 0.031094 | val_loss: 0.031147 | Time: 4090.71 ms [2021-08-20 10:55:32 main:574] : INFO : Epoch 1738 | loss: 0.0311019 | val_loss: 0.0311155 | Time: 4189.93 ms [2021-08-20 10:55:37 main:574] : INFO : Epoch 1739 | loss: 0.0310901 | val_loss: 0.0311117 | Time: 4157.58 ms [2021-08-20 10:55:41 main:574] : INFO : Epoch 1740 | loss: 0.0310901 | val_loss: 0.0311087 | Time: 4151.16 ms [2021-08-20 10:55:45 main:574] : INFO : Epoch 1741 | loss: 0.0310897 | val_loss: 0.03111 | Time: 4059.78 ms [2021-08-20 10:55:49 main:574] : INFO : Epoch 1742 | loss: 0.0310887 | val_loss: 0.0311093 | Time: 4103.74 ms [2021-08-20 10:55:53 main:574] : INFO : Epoch 1743 | loss: 0.0310924 | val_loss: 0.0311107 | Time: 4140.93 ms [2021-08-20 10:55:58 main:574] : INFO : Epoch 1744 | loss: 0.0310902 | val_loss: 0.0311085 | Time: 4588.83 ms [2021-08-20 10:56:02 main:574] : INFO : Epoch 1745 | loss: 0.0310903 | val_loss: 0.0311112 | Time: 4157.18 ms [2021-08-20 10:56:06 main:574] : INFO : Epoch 1746 | loss: 0.031091 | val_loss: 0.0311158 | Time: 4052.48 ms [2021-08-20 10:56:10 main:574] : INFO : Epoch 1747 | loss: 0.0310932 | val_loss: 0.0311138 | Time: 4150.61 ms [2021-08-20 10:56:14 main:574] : INFO : Epoch 1748 | loss: 0.0310875 | val_loss: 0.0311101 | Time: 4143.7 ms [2021-08-20 10:56:18 main:574] : INFO : Epoch 1749 | loss: 0.0310863 | val_loss: 0.0311099 | Time: 4046.95 ms [2021-08-20 10:56:23 main:574] : INFO : Epoch 1750 | loss: 0.0310928 | val_loss: 0.0311085 | Time: 4151.33 ms [2021-08-20 10:56:27 main:574] : INFO : Epoch 1751 | loss: 0.0310885 | val_loss: 0.0311064 | Time: 4220.56 ms [2021-08-20 10:56:31 main:574] : INFO : Epoch 1752 | loss: 0.0310868 | val_loss: 0.0311101 | Time: 4187.05 ms [2021-08-20 10:56:35 main:574] : INFO : Epoch 1753 | loss: 0.0310898 | val_loss: 0.0311303 | Time: 4093.2 ms [2021-08-20 10:56:39 main:574] : INFO : Epoch 1754 | loss: 0.0310983 | val_loss: 0.031111 | Time: 4223.41 ms [2021-08-20 10:56:43 main:574] : INFO : Epoch 1755 | loss: 0.0310873 | val_loss: 0.0311068 | Time: 4084.81 ms [2021-08-20 10:56:48 main:574] : INFO : Epoch 1756 | loss: 0.0310884 | val_loss: 0.0311063 | Time: 4143.33 ms [2021-08-20 10:56:52 main:574] : INFO : Epoch 1757 | loss: 0.0310844 | val_loss: 0.0311132 | Time: 4113.73 ms [2021-08-20 10:56:56 main:574] : INFO : Epoch 1758 | loss: 0.0310855 | val_loss: 0.0311206 | Time: 4200.71 ms [2021-08-20 10:57:00 main:574] : INFO : Epoch 1759 | loss: 0.031087 | val_loss: 0.0311084 | Time: 4167.87 ms [2021-08-20 10:57:04 main:574] : INFO : Epoch 1760 | loss: 0.0310831 | val_loss: 0.0311135 | Time: 4212.72 ms [2021-08-20 10:57:08 main:574] : INFO : Epoch 1761 | loss: 0.0310856 | val_loss: 0.0311081 | Time: 4094.35 ms [2021-08-20 10:57:13 main:574] : INFO : Epoch 1762 | loss: 0.0310873 | val_loss: 0.0311057 | Time: 4210.11 ms [2021-08-20 10:57:17 main:574] : INFO : Epoch 1763 | loss: 0.0310819 | val_loss: 0.0311124 | Time: 4183.15 ms [2021-08-20 10:57:21 main:574] : INFO : Epoch 1764 | loss: 0.0310849 | val_loss: 0.0311068 | Time: 4122.45 ms [2021-08-20 10:57:25 main:574] : INFO : Epoch 1765 | loss: 0.0310869 | val_loss: 0.0311265 | Time: 4146.46 ms [2021-08-20 10:57:29 main:574] : INFO : Epoch 1766 | loss: 0.0310969 | val_loss: 0.0311163 | Time: 4075.58 ms [2021-08-20 10:57:33 main:574] : INFO : Epoch 1767 | loss: 0.031095 | val_loss: 0.0311263 | Time: 4026.03 ms [2021-08-20 10:57:38 main:574] : INFO : Epoch 1768 | loss: 0.0310924 | val_loss: 0.0311108 | Time: 4126.35 ms [2021-08-20 10:57:42 main:574] : INFO : Epoch 1769 | loss: 0.0310881 | val_loss: 0.0311215 | Time: 4177.5 ms [2021-08-20 10:57:46 main:574] : INFO : Epoch 1770 | loss: 0.0310896 | val_loss: 0.031124 | Time: 4079.72 ms [2021-08-20 10:57:50 main:574] : INFO : Epoch 1771 | loss: 0.0310878 | val_loss: 0.0311116 | Time: 4228.46 ms [2021-08-20 10:57:54 main:574] : INFO : Epoch 1772 | loss: 0.0310901 | val_loss: 0.0311235 | Time: 4058.01 ms [2021-08-20 10:57:58 main:574] : INFO : Epoch 1773 | loss: 0.0310919 | val_loss: 0.0311103 | Time: 4116.7 ms [2021-08-20 10:58:03 main:574] : INFO : Epoch 1774 | loss: 0.031088 | val_loss: 0.0311089 | Time: 4239.24 ms [2021-08-20 10:58:07 main:574] : INFO : Epoch 1775 | loss: 0.0310968 | val_loss: 0.031116 | Time: 4113.29 ms [2021-08-20 10:58:11 main:574] : INFO : Epoch 1776 | loss: 0.0310962 | val_loss: 0.0311059 | Time: 4143.68 ms [2021-08-20 10:58:15 main:574] : INFO : Epoch 1777 | loss: 0.031091 | val_loss: 0.0311084 | Time: 4141.51 ms [2021-08-20 10:58:19 main:574] : INFO : Epoch 1778 | loss: 0.031094 | val_loss: 0.0311127 | Time: 4146.49 ms [2021-08-20 10:58:23 main:574] : INFO : Epoch 1779 | loss: 0.0310985 | val_loss: 0.0311157 | Time: 4124.13 ms [2021-08-20 10:58:27 main:574] : INFO : Epoch 1780 | loss: 0.0311022 | val_loss: 0.0311134 | Time: 4167.46 ms [2021-08-20 10:58:32 main:574] : INFO : Epoch 1781 | loss: 0.0310938 | val_loss: 0.0311132 | Time: 4151.06 ms [2021-08-20 10:58:36 main:574] : INFO : Epoch 1782 | loss: 0.0310928 | val_loss: 0.0311139 | Time: 4099.18 ms [2021-08-20 10:58:40 main:574] : INFO : Epoch 1783 | loss: 0.0310926 | val_loss: 0.0311145 | Time: 4285.41 ms [2021-08-20 10:58:44 main:574] : INFO : Epoch 1784 | loss: 0.0310976 | val_loss: 0.0311184 | Time: 4091 ms [2021-08-20 10:58:48 main:574] : INFO : Epoch 1785 | loss: 0.0310918 | val_loss: 0.03112 | Time: 4133.37 ms [2021-08-20 10:58:52 main:574] : INFO : Epoch 1786 | loss: 0.0310893 | val_loss: 0.0311138 | Time: 4143.15 ms [2021-08-20 10:58:57 main:574] : INFO : Epoch 1787 | loss: 0.031096 | val_loss: 0.0311426 | Time: 4178.46 ms [2021-08-20 10:59:01 main:574] : INFO : Epoch 1788 | loss: 0.0310969 | val_loss: 0.0311148 | Time: 4131.73 ms [2021-08-20 10:59:05 main:574] : INFO : Epoch 1789 | loss: 0.0310904 | val_loss: 0.0311141 | Time: 4138.11 ms [2021-08-20 10:59:09 main:574] : INFO : Epoch 1790 | loss: 0.0310909 | val_loss: 0.0311154 | Time: 4101.45 ms [2021-08-20 10:59:13 main:574] : INFO : Epoch 1791 | loss: 0.0310868 | val_loss: 0.031113 | Time: 4097.45 ms [2021-08-20 10:59:17 main:574] : INFO : Epoch 1792 | loss: 0.0310951 | val_loss: 0.0311167 | Time: 4221.19 ms [2021-08-20 10:59:22 main:574] : INFO : Epoch 1793 | loss: 0.0310958 | val_loss: 0.0311145 | Time: 4141.49 ms [2021-08-20 10:59:26 main:574] : INFO : Epoch 1794 | loss: 0.0310992 | val_loss: 0.0311188 | Time: 4108.47 ms [2021-08-20 10:59:30 main:574] : INFO : Epoch 1795 | loss: 0.0310916 | val_loss: 0.0311093 | Time: 4217.15 ms [2021-08-20 10:59:34 main:574] : INFO : Epoch 1796 | loss: 0.0310938 | val_loss: 0.0311208 | Time: 4113.14 ms [2021-08-20 10:59:38 main:574] : INFO : Epoch 1797 | loss: 0.031098 | val_loss: 0.0311179 | Time: 4115.29 ms [2021-08-20 10:59:43 main:574] : INFO : Epoch 1798 | loss: 0.0310944 | val_loss: 0.0311331 | Time: 4228.52 ms [2021-08-20 10:59:47 main:574] : INFO : Epoch 1799 | loss: 0.0310976 | val_loss: 0.0311111 | Time: 4166.75 ms [2021-08-20 10:59:51 main:574] : INFO : Epoch 1800 | loss: 0.0310909 | val_loss: 0.0311143 | Time: 4046.32 ms [2021-08-20 10:59:55 main:574] : INFO : Epoch 1801 | loss: 0.0310909 | val_loss: 0.0311236 | Time: 4079.93 ms [2021-08-20 10:59:59 main:574] : INFO : Epoch 1802 | loss: 0.0310916 | val_loss: 0.0311117 | Time: 4198.08 ms [2021-08-20 11:00:03 main:574] : INFO : Epoch 1803 | loss: 0.0310928 | val_loss: 0.0311122 | Time: 4148.16 ms [2021-08-20 11:00:07 main:574] : INFO : Epoch 1804 | loss: 0.0310945 | val_loss: 0.0311153 | Time: 4188.43 ms [2021-08-20 11:00:12 main:574] : INFO : Epoch 1805 | loss: 0.0310957 | val_loss: 0.0311157 | Time: 4148.78 ms [2021-08-20 11:00:16 main:574] : INFO : Epoch 1806 | loss: 0.0310932 | val_loss: 0.0311241 | Time: 4107.54 ms [2021-08-20 11:00:20 main:574] : INFO : Epoch 1807 | loss: 0.0310946 | val_loss: 0.031111 | Time: 4141.6 ms [2021-08-20 11:00:24 main:574] : INFO : Epoch 1808 | loss: 0.0310927 | val_loss: 0.031109 | Time: 4106.74 ms [2021-08-20 11:00:28 main:574] : INFO : Epoch 1809 | loss: 0.0310894 | val_loss: 0.031115 | Time: 4125.94 ms [2021-08-20 11:00:32 main:574] : INFO : Epoch 1810 | loss: 0.0310927 | val_loss: 0.0311088 | Time: 4178.22 ms [2021-08-20 11:00:37 main:574] : INFO : Epoch 1811 | loss: 0.0310872 | val_loss: 0.031115 | Time: 4176.87 ms [2021-08-20 11:00:41 main:574] : INFO : Epoch 1812 | loss: 0.0310958 | val_loss: 0.0311192 | Time: 4097.99 ms [2021-08-20 11:00:45 main:574] : INFO : Epoch 1813 | loss: 0.0310928 | val_loss: 0.031107 | Time: 4069.29 ms [2021-08-20 11:00:49 main:574] : INFO : Epoch 1814 | loss: 0.0311016 | val_loss: 0.0311135 | Time: 4041.9 ms [2021-08-20 11:00:53 main:574] : INFO : Epoch 1815 | loss: 0.0310973 | val_loss: 0.0311218 | Time: 4097.54 ms [2021-08-20 11:00:57 main:574] : INFO : Epoch 1816 | loss: 0.0310999 | val_loss: 0.0311178 | Time: 4133.78 ms [2021-08-20 11:01:01 main:574] : INFO : Epoch 1817 | loss: 0.0310975 | val_loss: 0.031107 | Time: 4105.98 ms [2021-08-20 11:01:05 main:574] : INFO : Epoch 1818 | loss: 0.0310881 | val_loss: 0.0311074 | Time: 4134.86 ms [2021-08-20 11:01:10 main:574] : INFO : Epoch 1819 | loss: 0.0310888 | val_loss: 0.0311137 | Time: 4144.85 ms [2021-08-20 11:01:14 main:574] : INFO : Epoch 1820 | loss: 0.0310906 | val_loss: 0.031105 | Time: 4197.68 ms [2021-08-20 11:01:18 main:574] : INFO : Epoch 1821 | loss: 0.0311037 | val_loss: 0.0311201 | Time: 4101.24 ms [2021-08-20 11:01:22 main:574] : INFO : Epoch 1822 | loss: 0.0310907 | val_loss: 0.0311069 | Time: 4071.24 ms [2021-08-20 11:01:26 main:574] : INFO : Epoch 1823 | loss: 0.0310865 | val_loss: 0.0311022 | Time: 4293.07 ms [2021-08-20 11:01:31 main:574] : INFO : Epoch 1824 | loss: 0.0310889 | val_loss: 0.0311047 | Time: 4228.62 ms [2021-08-20 11:01:35 main:574] : INFO : Epoch 1825 | loss: 0.031091 | val_loss: 0.0311012 | Time: 4130.59 ms [2021-08-20 11:01:39 main:574] : INFO : Epoch 1826 | loss: 0.0310999 | val_loss: 0.0311058 | Time: 4051.25 ms [2021-08-20 11:01:43 main:574] : INFO : Epoch 1827 | loss: 0.0310893 | val_loss: 0.0311012 | Time: 4136.79 ms [2021-08-20 11:01:47 main:574] : INFO : Epoch 1828 | loss: 0.031086 | val_loss: 0.0311031 | Time: 4145.01 ms [2021-08-20 11:01:51 main:574] : INFO : Epoch 1829 | loss: 0.0310917 | val_loss: 0.0311222 | Time: 4110.93 ms [2021-08-20 11:01:55 main:574] : INFO : Epoch 1830 | loss: 0.0310934 | val_loss: 0.0311231 | Time: 4270.38 ms [2021-08-20 11:02:00 main:574] : INFO : Epoch 1831 | loss: 0.0310882 | val_loss: 0.0311065 | Time: 4346.78 ms [2021-08-20 11:02:04 main:574] : INFO : Epoch 1832 | loss: 0.0310946 | val_loss: 0.0311134 | Time: 4045.68 ms [2021-08-20 11:02:08 main:574] : INFO : Epoch 1833 | loss: 0.0310894 | val_loss: 0.0311044 | Time: 4159.95 ms [2021-08-20 11:02:12 main:574] : INFO : Epoch 1834 | loss: 0.0310863 | val_loss: 0.0311086 | Time: 4120.43 ms [2021-08-20 11:02:16 main:574] : INFO : Epoch 1835 | loss: 0.0310963 | val_loss: 0.0311064 | Time: 4093.77 ms [2021-08-20 11:02:20 main:574] : INFO : Epoch 1836 | loss: 0.0311001 | val_loss: 0.031122 | Time: 4095.29 ms [2021-08-20 11:02:25 main:574] : INFO : Epoch 1837 | loss: 0.0310921 | val_loss: 0.0311028 | Time: 4178.36 ms [2021-08-20 11:02:29 main:574] : INFO : Epoch 1838 | loss: 0.0310871 | val_loss: 0.0311032 | Time: 4129.66 ms [2021-08-20 11:02:33 main:574] : INFO : Epoch 1839 | loss: 0.0310888 | val_loss: 0.0311109 | Time: 4114.24 ms [2021-08-20 11:02:37 main:574] : INFO : Epoch 1840 | loss: 0.0310927 | val_loss: 0.0311039 | Time: 4199.94 ms [2021-08-20 11:02:41 main:574] : INFO : Epoch 1841 | loss: 0.0310878 | val_loss: 0.031102 | Time: 4069 ms [2021-08-20 11:02:45 main:574] : INFO : Epoch 1842 | loss: 0.0310911 | val_loss: 0.03111 | Time: 4177.73 ms [2021-08-20 11:02:50 main:574] : INFO : Epoch 1843 | loss: 0.0310893 | val_loss: 0.031111 | Time: 4259.82 ms [2021-08-20 11:02:54 main:574] : INFO : Epoch 1844 | loss: 0.0310894 | val_loss: 0.0311179 | Time: 4182.99 ms [2021-08-20 11:02:58 main:574] : INFO : Epoch 1845 | loss: 0.0310901 | val_loss: 0.0311088 | Time: 4147.7 ms [2021-08-20 11:03:02 main:574] : INFO : Epoch 1846 | loss: 0.0310838 | val_loss: 0.0311083 | Time: 4135.33 ms [2021-08-20 11:03:06 main:574] : INFO : Epoch 1847 | loss: 0.0310879 | val_loss: 0.0311189 | Time: 4203.04 ms [2021-08-20 11:03:11 main:574] : INFO : Epoch 1848 | loss: 0.0310924 | val_loss: 0.0311067 | Time: 4119.64 ms [2021-08-20 11:03:15 main:574] : INFO : Epoch 1849 | loss: 0.031088 | val_loss: 0.0311161 | Time: 4096.2 ms [2021-08-20 11:03:19 main:574] : INFO : Epoch 1850 | loss: 0.0310939 | val_loss: 0.0311265 | Time: 4309.11 ms [2021-08-20 11:03:23 main:574] : INFO : Epoch 1851 | loss: 0.0310913 | val_loss: 0.0311224 | Time: 4130.89 ms [2021-08-20 11:03:27 main:574] : INFO : Epoch 1852 | loss: 0.0310876 | val_loss: 0.0311109 | Time: 4154.68 ms [2021-08-20 11:03:31 main:574] : INFO : Epoch 1853 | loss: 0.0310829 | val_loss: 0.0311085 | Time: 4099.56 ms [2021-08-20 11:03:36 main:574] : INFO : Epoch 1854 | loss: 0.0310835 | val_loss: 0.0311121 | Time: 4130.48 ms [2021-08-20 11:03:40 main:574] : INFO : Epoch 1855 | loss: 0.0310907 | val_loss: 0.0311221 | Time: 4221.64 ms [2021-08-20 11:03:44 main:574] : INFO : Epoch 1856 | loss: 0.0310902 | val_loss: 0.0311091 | Time: 4254.46 ms [2021-08-20 11:03:48 main:574] : INFO : Epoch 1857 | loss: 0.0310875 | val_loss: 0.0311128 | Time: 4098.53 ms [2021-08-20 11:03:52 main:574] : INFO : Epoch 1858 | loss: 0.0310849 | val_loss: 0.0311043 | Time: 4137.2 ms [2021-08-20 11:03:57 main:574] : INFO : Epoch 1859 | loss: 0.0310845 | val_loss: 0.0311063 | Time: 4140.07 ms [2021-08-20 11:04:01 main:574] : INFO : Epoch 1860 | loss: 0.0310834 | val_loss: 0.0311049 | Time: 4108.42 ms [2021-08-20 11:04:05 main:574] : INFO : Epoch 1861 | loss: 0.0310836 | val_loss: 0.0311092 | Time: 4134.39 ms [2021-08-20 11:04:09 main:574] : INFO : Epoch 1862 | loss: 0.0310813 | val_loss: 0.0311062 | Time: 4204.46 ms [2021-08-20 11:04:13 main:574] : INFO : Epoch 1863 | loss: 0.031092 | val_loss: 0.0311072 | Time: 4130.85 ms [2021-08-20 11:04:18 main:574] : INFO : Epoch 1864 | loss: 0.0311001 | val_loss: 0.031111 | Time: 4459.32 ms [2021-08-20 11:04:22 main:574] : INFO : Epoch 1865 | loss: 0.0310898 | val_loss: 0.0311124 | Time: 4252.97 ms [2021-08-20 11:04:26 main:574] : INFO : Epoch 1866 | loss: 0.0310891 | val_loss: 0.03111 | Time: 4142.61 ms [2021-08-20 11:04:30 main:574] : INFO : Epoch 1867 | loss: 0.0310875 | val_loss: 0.0311053 | Time: 4156.69 ms [2021-08-20 11:04:35 main:574] : INFO : Epoch 1868 | loss: 0.0310887 | val_loss: 0.0311124 | Time: 4205.57 ms [2021-08-20 11:04:39 main:574] : INFO : Epoch 1869 | loss: 0.0310881 | val_loss: 0.0311121 | Time: 4161.6 ms [2021-08-20 11:04:43 main:574] : INFO : Epoch 1870 | loss: 0.0310889 | val_loss: 0.0311036 | Time: 4157.88 ms [2021-08-20 11:04:47 main:574] : INFO : Epoch 1871 | loss: 0.0310852 | val_loss: 0.0311022 | Time: 4138.39 ms [2021-08-20 11:04:51 main:574] : INFO : Epoch 1872 | loss: 0.0310876 | val_loss: 0.0311228 | Time: 4124.18 ms [2021-08-20 11:04:55 main:574] : INFO : Epoch 1873 | loss: 0.0310914 | val_loss: 0.0311057 | Time: 4159.51 ms [2021-08-20 11:05:00 main:574] : INFO : Epoch 1874 | loss: 0.0310893 | val_loss: 0.0311037 | Time: 4250.72 ms [2021-08-20 11:05:04 main:574] : INFO : Epoch 1875 | loss: 0.0310902 | val_loss: 0.0311024 | Time: 4207.61 ms [2021-08-20 11:05:08 main:574] : INFO : Epoch 1876 | loss: 0.0310881 | val_loss: 0.0311068 | Time: 4104.22 ms [2021-08-20 11:05:12 main:574] : INFO : Epoch 1877 | loss: 0.0310866 | val_loss: 0.0311368 | Time: 4071.63 ms [2021-08-20 11:05:16 main:574] : INFO : Epoch 1878 | loss: 0.0311009 | val_loss: 0.0311018 | Time: 4091.84 ms [2021-08-20 11:05:20 main:574] : INFO : Epoch 1879 | loss: 0.0310913 | val_loss: 0.0311028 | Time: 4105.15 ms [2021-08-20 11:05:25 main:574] : INFO : Epoch 1880 | loss: 0.0310873 | val_loss: 0.0311014 | Time: 4189.63 ms [2021-08-20 11:05:29 main:574] : INFO : Epoch 1881 | loss: 0.0310851 | val_loss: 0.031102 | Time: 4151.95 ms [2021-08-20 11:05:33 main:574] : INFO : Epoch 1882 | loss: 0.0310894 | val_loss: 0.0311105 | Time: 4269.85 ms [2021-08-20 11:05:37 main:574] : INFO : Epoch 1883 | loss: 0.0310899 | val_loss: 0.0311056 | Time: 4256.26 ms [2021-08-20 11:05:41 main:574] : INFO : Epoch 1884 | loss: 0.0310892 | val_loss: 0.0311037 | Time: 4092.42 ms [2021-08-20 11:05:46 main:574] : INFO : Epoch 1885 | loss: 0.0310873 | val_loss: 0.031102 | Time: 4216.96 ms [2021-08-20 11:05:50 main:574] : INFO : Epoch 1886 | loss: 0.0310846 | val_loss: 0.0311047 | Time: 4169.96 ms [2021-08-20 11:05:54 main:574] : INFO : Epoch 1887 | loss: 0.0310915 | val_loss: 0.0311222 | Time: 4089.45 ms [2021-08-20 11:05:58 main:574] : INFO : Epoch 1888 | loss: 0.0310935 | val_loss: 0.0311069 | Time: 4170.7 ms [2021-08-20 11:06:02 main:574] : INFO : Epoch 1889 | loss: 0.0310941 | val_loss: 0.0311083 | Time: 4109.03 ms [2021-08-20 11:06:06 main:574] : INFO : Epoch 1890 | loss: 0.0311036 | val_loss: 0.0311158 | Time: 4045.38 ms [2021-08-20 11:06:11 main:574] : INFO : Epoch 1891 | loss: 0.0310933 | val_loss: 0.0311072 | Time: 4272.94 ms [2021-08-20 11:06:15 main:574] : INFO : Epoch 1892 | loss: 0.0310902 | val_loss: 0.0311076 | Time: 4085.52 ms [2021-08-20 11:06:19 main:574] : INFO : Epoch 1893 | loss: 0.0310894 | val_loss: 0.0311117 | Time: 4103.77 ms [2021-08-20 11:06:23 main:574] : INFO : Epoch 1894 | loss: 0.031094 | val_loss: 0.0311061 | Time: 4104.37 ms [2021-08-20 11:06:27 main:574] : INFO : Epoch 1895 | loss: 0.0310868 | val_loss: 0.0311087 | Time: 4097.64 ms [2021-08-20 11:06:31 main:574] : INFO : Epoch 1896 | loss: 0.031093 | val_loss: 0.0311171 | Time: 4233.81 ms [2021-08-20 11:06:36 main:574] : INFO : Epoch 1897 | loss: 0.0310923 | val_loss: 0.0311058 | Time: 4121.87 ms [2021-08-20 11:06:40 main:574] : INFO : Epoch 1898 | loss: 0.0310903 | val_loss: 0.0311043 | Time: 4065.41 ms [2021-08-20 11:06:44 main:574] : INFO : Epoch 1899 | loss: 0.031092 | val_loss: 0.0311095 | Time: 4116.94 ms [2021-08-20 11:06:48 main:574] : INFO : Epoch 1900 | loss: 0.0310889 | val_loss: 0.0311151 | Time: 4080.3 ms [2021-08-20 11:06:52 main:574] : INFO : Epoch 1901 | loss: 0.0310875 | val_loss: 0.0311054 | Time: 4223.31 ms [2021-08-20 11:06:56 main:574] : INFO : Epoch 1902 | loss: 0.0310893 | val_loss: 0.0311059 | Time: 4139.19 ms [2021-08-20 11:07:00 main:574] : INFO : Epoch 1903 | loss: 0.0310903 | val_loss: 0.0311049 | Time: 4168.15 ms [2021-08-20 11:07:05 main:574] : INFO : Epoch 1904 | loss: 0.0310902 | val_loss: 0.0311133 | Time: 4237.31 ms [2021-08-20 11:07:09 main:574] : INFO : Epoch 1905 | loss: 0.0310871 | val_loss: 0.0311029 | Time: 4111.41 ms [2021-08-20 11:07:13 main:574] : INFO : Epoch 1906 | loss: 0.0310855 | val_loss: 0.0311035 | Time: 4152.24 ms [2021-08-20 11:07:17 main:574] : INFO : Epoch 1907 | loss: 0.0310857 | val_loss: 0.0311068 | Time: 4177.79 ms [2021-08-20 11:07:21 main:574] : INFO : Epoch 1908 | loss: 0.0310958 | val_loss: 0.0311065 | Time: 4171.23 ms [2021-08-20 11:07:25 main:574] : INFO : Epoch 1909 | loss: 0.0310881 | val_loss: 0.0311047 | Time: 4092.73 ms [2021-08-20 11:07:30 main:574] : INFO : Epoch 1910 | loss: 0.0310921 | val_loss: 0.0311083 | Time: 4126.57 ms [2021-08-20 11:07:34 main:574] : INFO : Epoch 1911 | loss: 0.0310965 | val_loss: 0.0311071 | Time: 4016.52 ms [2021-08-20 11:07:38 main:574] : INFO : Epoch 1912 | loss: 0.0310928 | val_loss: 0.0310984 | Time: 4182.56 ms [2021-08-20 11:07:42 main:574] : INFO : Epoch 1913 | loss: 0.0310869 | val_loss: 0.031102 | Time: 4135.7 ms [2021-08-20 11:07:46 main:574] : INFO : Epoch 1914 | loss: 0.0310906 | val_loss: 0.0311042 | Time: 4236.12 ms [2021-08-20 11:07:51 main:574] : INFO : Epoch 1915 | loss: 0.0310815 | val_loss: 0.0310987 | Time: 4318.35 ms [2021-08-20 11:07:55 main:574] : INFO : Epoch 1916 | loss: 0.0310847 | val_loss: 0.0311061 | Time: 4133.94 ms [2021-08-20 11:07:59 main:574] : INFO : Epoch 1917 | loss: 0.031095 | val_loss: 0.0311221 | Time: 4147.49 ms [2021-08-20 11:08:03 main:574] : INFO : Epoch 1918 | loss: 0.0310883 | val_loss: 0.0311008 | Time: 4146.86 ms [2021-08-20 11:08:07 main:574] : INFO : Epoch 1919 | loss: 0.0310861 | val_loss: 0.0311186 | Time: 4178.28 ms [2021-08-20 11:08:11 main:574] : INFO : Epoch 1920 | loss: 0.0310896 | val_loss: 0.0311099 | Time: 4158.91 ms [2021-08-20 11:08:16 main:574] : INFO : Epoch 1921 | loss: 0.0310894 | val_loss: 0.0311072 | Time: 4096.4 ms [2021-08-20 11:08:20 main:574] : INFO : Epoch 1922 | loss: 0.031088 | val_loss: 0.0311042 | Time: 4105.08 ms [2021-08-20 11:08:24 main:574] : INFO : Epoch 1923 | loss: 0.0310918 | val_loss: 0.0311158 | Time: 4154.33 ms [2021-08-20 11:08:28 main:574] : INFO : Epoch 1924 | loss: 0.0310888 | val_loss: 0.0311097 | Time: 4083.73 ms [2021-08-20 11:08:32 main:574] : INFO : Epoch 1925 | loss: 0.0310906 | val_loss: 0.0310994 | Time: 4078.35 ms [2021-08-20 11:08:36 main:574] : INFO : Epoch 1926 | loss: 0.0310819 | val_loss: 0.0311009 | Time: 4057.05 ms [2021-08-20 11:08:40 main:574] : INFO : Epoch 1927 | loss: 0.0310847 | val_loss: 0.0311099 | Time: 4130.2 ms [2021-08-20 11:08:44 main:574] : INFO : Epoch 1928 | loss: 0.0310932 | val_loss: 0.0311305 | Time: 4167.47 ms [2021-08-20 11:08:49 main:574] : INFO : Epoch 1929 | loss: 0.0310862 | val_loss: 0.0311056 | Time: 4122.51 ms [2021-08-20 11:08:53 main:574] : INFO : Epoch 1930 | loss: 0.0310853 | val_loss: 0.0311046 | Time: 4274.86 ms [2021-08-20 11:08:57 main:574] : INFO : Epoch 1931 | loss: 0.031082 | val_loss: 0.0311078 | Time: 4175.69 ms [2021-08-20 11:09:01 main:574] : INFO : Epoch 1932 | loss: 0.0310842 | val_loss: 0.0311029 | Time: 4115.32 ms [2021-08-20 11:09:05 main:574] : INFO : Epoch 1933 | loss: 0.0310828 | val_loss: 0.0310981 | Time: 4164.02 ms [2021-08-20 11:09:10 main:574] : INFO : Epoch 1934 | loss: 0.0310818 | val_loss: 0.0311032 | Time: 4125.88 ms [2021-08-20 11:09:14 main:574] : INFO : Epoch 1935 | loss: 0.0310916 | val_loss: 0.0310964 | Time: 4219.61 ms [2021-08-20 11:09:18 main:574] : INFO : Epoch 1936 | loss: 0.0310864 | val_loss: 0.0310967 | Time: 4206.54 ms [2021-08-20 11:09:22 main:574] : INFO : Epoch 1937 | loss: 0.0310853 | val_loss: 0.0311045 | Time: 4101.09 ms [2021-08-20 11:09:26 main:574] : INFO : Epoch 1938 | loss: 0.0310929 | val_loss: 0.0310991 | Time: 4140.02 ms [2021-08-20 11:09:31 main:574] : INFO : Epoch 1939 | loss: 0.0310874 | val_loss: 0.031098 | Time: 4175.45 ms [2021-08-20 11:09:35 main:574] : INFO : Epoch 1940 | loss: 0.0310814 | val_loss: 0.0310987 | Time: 4123.18 ms [2021-08-20 11:09:39 main:574] : INFO : Epoch 1941 | loss: 0.0310775 | val_loss: 0.0310999 | Time: 4151.25 ms [2021-08-20 11:09:43 main:574] : INFO : Epoch 1942 | loss: 0.0310883 | val_loss: 0.0311024 | Time: 4140.12 ms [2021-08-20 11:09:47 main:574] : INFO : Epoch 1943 | loss: 0.0310896 | val_loss: 0.0310991 | Time: 4199.69 ms [2021-08-20 11:09:51 main:574] : INFO : Epoch 1944 | loss: 0.0310839 | val_loss: 0.0311052 | Time: 4109.6 ms [2021-08-20 11:09:56 main:574] : INFO : Epoch 1945 | loss: 0.0310863 | val_loss: 0.0311029 | Time: 4178.34 ms [2021-08-20 11:10:00 main:574] : INFO : Epoch 1946 | loss: 0.0310855 | val_loss: 0.0311099 | Time: 4127.99 ms [2021-08-20 11:10:04 main:574] : INFO : Epoch 1947 | loss: 0.0310873 | val_loss: 0.0311147 | Time: 4185.97 ms [2021-08-20 11:10:08 main:574] : INFO : Epoch 1948 | loss: 0.0310947 | val_loss: 0.0311002 | Time: 4156.58 ms [2021-08-20 11:10:12 main:574] : INFO : Epoch 1949 | loss: 0.0310903 | val_loss: 0.0310972 | Time: 4100.29 ms [2021-08-20 11:10:16 main:574] : INFO : Epoch 1950 | loss: 0.0310795 | val_loss: 0.0311003 | Time: 4108.7 ms [2021-08-20 11:10:21 main:574] : INFO : Epoch 1951 | loss: 0.0310835 | val_loss: 0.0311272 | Time: 4224.1 ms [2021-08-20 11:10:25 main:574] : INFO : Epoch 1952 | loss: 0.0310841 | val_loss: 0.0311114 | Time: 4089 ms [2021-08-20 11:10:29 main:574] : INFO : Epoch 1953 | loss: 0.0310848 | val_loss: 0.0310968 | Time: 4231.8 ms [2021-08-20 11:10:33 main:574] : INFO : Epoch 1954 | loss: 0.0310934 | val_loss: 0.0311057 | Time: 4155.63 ms [2021-08-20 11:10:37 main:574] : INFO : Epoch 1955 | loss: 0.031091 | val_loss: 0.0311063 | Time: 4141.91 ms [2021-08-20 11:10:41 main:574] : INFO : Epoch 1956 | loss: 0.031091 | val_loss: 0.0311121 | Time: 4103.37 ms [2021-08-20 11:10:46 main:574] : INFO : Epoch 1957 | loss: 0.0310876 | val_loss: 0.0311133 | Time: 4139.36 ms [2021-08-20 11:10:50 main:574] : INFO : Epoch 1958 | loss: 0.031094 | val_loss: 0.0311037 | Time: 4197.54 ms [2021-08-20 11:10:54 main:574] : INFO : Epoch 1959 | loss: 0.0310936 | val_loss: 0.0311036 | Time: 4134.59 ms [2021-08-20 11:10:58 main:574] : INFO : Epoch 1960 | loss: 0.0310839 | val_loss: 0.0311026 | Time: 4145.6 ms [2021-08-20 11:11:02 main:574] : INFO : Epoch 1961 | loss: 0.0310832 | val_loss: 0.0311108 | Time: 4192.42 ms [2021-08-20 11:11:07 main:574] : INFO : Epoch 1962 | loss: 0.0310876 | val_loss: 0.0311095 | Time: 4172.16 ms [2021-08-20 11:11:11 main:574] : INFO : Epoch 1963 | loss: 0.0310851 | val_loss: 0.0311076 | Time: 4054.59 ms [2021-08-20 11:11:15 main:574] : INFO : Epoch 1964 | loss: 0.0310848 | val_loss: 0.0311018 | Time: 4351.19 ms [2021-08-20 11:11:19 main:574] : INFO : Epoch 1965 | loss: 0.0310812 | val_loss: 0.0310987 | Time: 4180.14 ms [2021-08-20 11:11:23 main:574] : INFO : Epoch 1966 | loss: 0.0310783 | val_loss: 0.0310978 | Time: 4194.83 ms [2021-08-20 11:11:28 main:574] : INFO : Epoch 1967 | loss: 0.0310803 | val_loss: 0.0311049 | Time: 4106.37 ms [2021-08-20 11:11:32 main:574] : INFO : Epoch 1968 | loss: 0.031079 | val_loss: 0.0311298 | Time: 4189.61 ms [2021-08-20 11:11:36 main:574] : INFO : Epoch 1969 | loss: 0.0310952 | val_loss: 0.0311162 | Time: 4074.72 ms [2021-08-20 11:11:40 main:574] : INFO : Epoch 1970 | loss: 0.0310979 | val_loss: 0.0311292 | Time: 4081.47 ms [2021-08-20 11:11:44 main:574] : INFO : Epoch 1971 | loss: 0.0310905 | val_loss: 0.0310971 | Time: 4200.08 ms [2021-08-20 11:11:48 main:574] : INFO : Epoch 1972 | loss: 0.0310805 | val_loss: 0.0310964 | Time: 4115.41 ms [2021-08-20 11:11:53 main:574] : INFO : Epoch 1973 | loss: 0.0310777 | val_loss: 0.0310969 | Time: 4130.75 ms [2021-08-20 11:11:57 main:574] : INFO : Epoch 1974 | loss: 0.0310791 | val_loss: 0.0311009 | Time: 4145.44 ms [2021-08-20 11:12:01 main:574] : INFO : Epoch 1975 | loss: 0.03108 | val_loss: 0.0310998 | Time: 4186.47 ms [2021-08-20 11:12:05 main:574] : INFO : Epoch 1976 | loss: 0.0310786 | val_loss: 0.0311101 | Time: 4246.47 ms [2021-08-20 11:12:09 main:574] : INFO : Epoch 1977 | loss: 0.0310814 | val_loss: 0.0310967 | Time: 4127.22 ms [2021-08-20 11:12:13 main:574] : INFO : Epoch 1978 | loss: 0.0310826 | val_loss: 0.0310977 | Time: 4121.2 ms [2021-08-20 11:12:18 main:574] : INFO : Epoch 1979 | loss: 0.0310793 | val_loss: 0.0310967 | Time: 4099.88 ms [2021-08-20 11:12:22 main:574] : INFO : Epoch 1980 | loss: 0.0310805 | val_loss: 0.0311114 | Time: 4018.51 ms [2021-08-20 11:12:26 main:574] : INFO : Epoch 1981 | loss: 0.0310781 | val_loss: 0.0310983 | Time: 4188.3 ms [2021-08-20 11:12:30 main:574] : INFO : Epoch 1982 | loss: 0.0310788 | val_loss: 0.0311044 | Time: 4175.22 ms [2021-08-20 11:12:34 main:574] : INFO : Epoch 1983 | loss: 0.0310798 | val_loss: 0.0311092 | Time: 4117.12 ms [2021-08-20 11:12:38 main:574] : INFO : Epoch 1984 | loss: 0.0310812 | val_loss: 0.0311104 | Time: 4133.05 ms [2021-08-20 11:12:42 main:574] : INFO : Epoch 1985 | loss: 0.0310791 | val_loss: 0.0310969 | Time: 4139.22 ms [2021-08-20 11:12:47 main:574] : INFO : Epoch 1986 | loss: 0.0310785 | val_loss: 0.0310981 | Time: 4734.1 ms [2021-08-20 11:12:52 main:574] : INFO : Epoch 1987 | loss: 0.0310766 | val_loss: 0.031101 | Time: 4493.82 ms [2021-08-20 11:12:56 main:574] : INFO : Epoch 1988 | loss: 0.0310875 | val_loss: 0.0311096 | Time: 4231.01 ms [2021-08-20 11:13:00 main:574] : INFO : Epoch 1989 | loss: 0.0310847 | val_loss: 0.0311155 | Time: 4140.86 ms [2021-08-20 11:13:04 main:574] : INFO : Epoch 1990 | loss: 0.0310869 | val_loss: 0.0310978 | Time: 4257.8 ms [2021-08-20 11:13:08 main:574] : INFO : Epoch 1991 | loss: 0.031075 | val_loss: 0.0311146 | Time: 4057.72 ms [2021-08-20 11:13:13 main:574] : INFO : Epoch 1992 | loss: 0.0310763 | val_loss: 0.0311015 | Time: 4257.7 ms [2021-08-20 11:13:17 main:574] : INFO : Epoch 1993 | loss: 0.0310753 | val_loss: 0.0311018 | Time: 4242.02 ms [2021-08-20 11:13:21 main:574] : INFO : Epoch 1994 | loss: 0.031076 | val_loss: 0.0311047 | Time: 4139.41 ms [2021-08-20 11:13:25 main:574] : INFO : Epoch 1995 | loss: 0.0310801 | val_loss: 0.0311035 | Time: 4173.63 ms [2021-08-20 11:13:29 main:574] : INFO : Epoch 1996 | loss: 0.0310845 | val_loss: 0.0311114 | Time: 4135.12 ms [2021-08-20 11:13:34 main:574] : INFO : Epoch 1997 | loss: 0.0310844 | val_loss: 0.0310972 | Time: 4157.86 ms [2021-08-20 11:13:38 main:574] : INFO : Epoch 1998 | loss: 0.0310835 | val_loss: 0.0311002 | Time: 4203.59 ms [2021-08-20 11:13:42 main:574] : INFO : Epoch 1999 | loss: 0.0310846 | val_loss: 0.0311022 | Time: 4069.41 ms [2021-08-20 11:13:46 main:574] : INFO : Epoch 2000 | loss: 0.031079 | val_loss: 0.0310956 | Time: 4173.22 ms [2021-08-20 11:13:50 main:574] : INFO : Epoch 2001 | loss: 0.0310742 | val_loss: 0.0311021 | Time: 4214.22 ms [2021-08-20 11:13:55 main:574] : INFO : Epoch 2002 | loss: 0.0310815 | val_loss: 0.0310955 | Time: 4238.04 ms [2021-08-20 11:13:59 main:574] : INFO : Epoch 2003 | loss: 0.031081 | val_loss: 0.0311172 | Time: 4071.12 ms [2021-08-20 11:14:03 main:574] : INFO : Epoch 2004 | loss: 0.0310815 | val_loss: 0.0310977 | Time: 4145.43 ms [2021-08-20 11:14:07 main:574] : INFO : Epoch 2005 | loss: 0.0310803 | val_loss: 0.0311006 | Time: 4269.42 ms [2021-08-20 11:14:11 main:574] : INFO : Epoch 2006 | loss: 0.0310817 | val_loss: 0.0310979 | Time: 4150.3 ms [2021-08-20 11:14:16 main:574] : INFO : Epoch 2007 | loss: 0.031083 | val_loss: 0.0311076 | Time: 4186.32 ms [2021-08-20 11:14:20 main:574] : INFO : Epoch 2008 | loss: 0.0310794 | val_loss: 0.0311024 | Time: 4128.32 ms [2021-08-20 11:14:24 main:574] : INFO : Epoch 2009 | loss: 0.0310762 | val_loss: 0.031096 | Time: 4114.27 ms [2021-08-20 11:14:28 main:574] : INFO : Epoch 2010 | loss: 0.0310756 | val_loss: 0.031104 | Time: 4069.77 ms [2021-08-20 11:14:32 main:574] : INFO : Epoch 2011 | loss: 0.0310821 | val_loss: 0.0311137 | Time: 4133.54 ms [2021-08-20 11:14:36 main:574] : INFO : Epoch 2012 | loss: 0.0310838 | val_loss: 0.0310934 | Time: 4162.35 ms [2021-08-20 11:14:41 main:574] : INFO : Epoch 2013 | loss: 0.0310772 | val_loss: 0.0310969 | Time: 4266.91 ms [2021-08-20 11:14:45 main:574] : INFO : Epoch 2014 | loss: 0.0310776 | val_loss: 0.0311015 | Time: 4182.99 ms [2021-08-20 11:14:49 main:574] : INFO : Epoch 2015 | loss: 0.0310726 | val_loss: 0.0311035 | Time: 4106.75 ms [2021-08-20 11:14:53 main:574] : INFO : Epoch 2016 | loss: 0.0310782 | val_loss: 0.0311002 | Time: 4131.03 ms [2021-08-20 11:14:57 main:574] : INFO : Epoch 2017 | loss: 0.0310769 | val_loss: 0.0310981 | Time: 4175.99 ms [2021-08-20 11:15:01 main:574] : INFO : Epoch 2018 | loss: 0.031077 | val_loss: 0.031097 | Time: 4071.33 ms [2021-08-20 11:15:06 main:574] : INFO : Epoch 2019 | loss: 0.0310764 | val_loss: 0.0310941 | Time: 4253.72 ms [2021-08-20 11:15:10 main:574] : INFO : Epoch 2020 | loss: 0.0310729 | val_loss: 0.0310938 | Time: 4172.23 ms [2021-08-20 11:15:14 main:574] : INFO : Epoch 2021 | loss: 0.0310713 | val_loss: 0.0310928 | Time: 4086.79 ms [2021-08-20 11:15:18 main:574] : INFO : Epoch 2022 | loss: 0.0310767 | val_loss: 0.0310998 | Time: 4143.35 ms [2021-08-20 11:15:22 main:574] : INFO : Epoch 2023 | loss: 0.0310804 | val_loss: 0.0311117 | Time: 4145.28 ms [2021-08-20 11:15:27 main:574] : INFO : Epoch 2024 | loss: 0.0310784 | val_loss: 0.0310972 | Time: 4256.56 ms [2021-08-20 11:15:31 main:574] : INFO : Epoch 2025 | loss: 0.0310768 | val_loss: 0.0310961 | Time: 4213.26 ms [2021-08-20 11:15:35 main:574] : INFO : Epoch 2026 | loss: 0.0310747 | val_loss: 0.0310994 | Time: 4116.67 ms [2021-08-20 11:15:39 main:574] : INFO : Epoch 2027 | loss: 0.0310787 | val_loss: 0.0311049 | Time: 4117.64 ms [2021-08-20 11:15:43 main:574] : INFO : Epoch 2028 | loss: 0.0310809 | val_loss: 0.031099 | Time: 4069.39 ms [2021-08-20 11:15:47 main:574] : INFO : Epoch 2029 | loss: 0.0310778 | val_loss: 0.0311015 | Time: 4207.48 ms [2021-08-20 11:15:51 main:574] : INFO : Epoch 2030 | loss: 0.0310778 | val_loss: 0.0311057 | Time: 4096.65 ms [2021-08-20 11:15:56 main:574] : INFO : Epoch 2031 | loss: 0.031076 | val_loss: 0.0311098 | Time: 4146.15 ms [2021-08-20 11:16:00 main:574] : INFO : Epoch 2032 | loss: 0.0310742 | val_loss: 0.0310963 | Time: 4122.57 ms [2021-08-20 11:16:04 main:574] : INFO : Epoch 2033 | loss: 0.0310802 | val_loss: 0.0311077 | Time: 4147.95 ms [2021-08-20 11:16:08 main:574] : INFO : Epoch 2034 | loss: 0.0310797 | val_loss: 0.0311016 | Time: 4193 ms [2021-08-20 11:16:12 main:574] : INFO : Epoch 2035 | loss: 0.0310767 | val_loss: 0.0310967 | Time: 4127.87 ms [2021-08-20 11:16:16 main:574] : INFO : Epoch 2036 | loss: 0.0310745 | val_loss: 0.0311074 | Time: 4118.96 ms [2021-08-20 11:16:21 main:574] : INFO : Epoch 2037 | loss: 0.0310756 | val_loss: 0.0311135 | Time: 4151.95 ms [2021-08-20 11:16:25 main:574] : INFO : Epoch 2038 | loss: 0.0310801 | val_loss: 0.0310983 | Time: 4097.61 ms [2021-08-20 11:16:29 main:574] : INFO : Epoch 2039 | loss: 0.0310799 | val_loss: 0.0311029 | Time: 4198.56 ms [2021-08-20 11:16:33 main:574] : INFO : Epoch 2040 | loss: 0.0310863 | val_loss: 0.031134 | Time: 4074.33 ms [2021-08-20 11:16:37 main:574] : INFO : Epoch 2041 | loss: 0.0310903 | val_loss: 0.031113 | Time: 4120.26 ms [2021-08-20 11:16:41 main:574] : INFO : Epoch 2042 | loss: 0.0310888 | val_loss: 0.0311188 | Time: 4094 ms [2021-08-20 11:16:46 main:574] : INFO : Epoch 2043 | loss: 0.0310895 | val_loss: 0.0311049 | Time: 4142.6 ms [2021-08-20 11:16:50 main:574] : INFO : Epoch 2044 | loss: 0.0310843 | val_loss: 0.0311082 | Time: 4042.94 ms [2021-08-20 11:16:54 main:574] : INFO : Epoch 2045 | loss: 0.0310862 | val_loss: 0.0311128 | Time: 4136.91 ms [2021-08-20 11:16:58 main:574] : INFO : Epoch 2046 | loss: 0.0310856 | val_loss: 0.0311065 | Time: 4115.52 ms [2021-08-20 11:17:02 main:574] : INFO : Epoch 2047 | loss: 0.0310889 | val_loss: 0.0311086 | Time: 4187.12 ms [2021-08-20 11:17:06 main:574] : INFO : Epoch 2048 | loss: 0.0310908 | val_loss: 0.0311108 | Time: 4176.68 ms [2021-08-20 11:17:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311108 [2021-08-20 11:17:06 main:603] : INFO : Saving end state to config to file [2021-08-20 11:17:06 main:608] : INFO : Success, exiting.. 11:17:06 (2172): 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)