Task 5173336
| Name | ParityMachine-1619579734-4648-2_0 |
| Workunit | 3108767 |
| Created | 10 May 2021, 15:06:09 UTC |
| Sent | 19 May 2021, 17:34:22 UTC |
| Report deadline | 26 May 2021, 17:34:22 UTC |
| Received | 19 May 2021, 20:11:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12343 |
| Run time | 2 hours 22 min 11 sec |
| CPU time | 1 hours 10 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 54.51 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.17.0</core_client_version> <![CDATA[ <stderr_txt> 21:36:16 main:581] : INFO : Epoch 1538 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 4382.44 ms [2021-05-19 21:36:20 main:581] : INFO : Epoch 1539 | loss: 0.0312014 | val_loss: 0.0312056 | Time: 3612.54 ms [2021-05-19 21:36:23 main:581] : INFO : Epoch 1540 | loss: 0.0312049 | val_loss: 0.0312038 | Time: 3522.42 ms [2021-05-19 21:36:27 main:581] : INFO : Epoch 1541 | loss: 0.0312018 | val_loss: 0.0312078 | Time: 3769.23 ms [2021-05-19 21:36:32 main:581] : INFO : Epoch 1542 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 4363.89 ms [2021-05-19 21:36:35 main:581] : INFO : Epoch 1543 | loss: 0.0312022 | val_loss: 0.0312034 | Time: 3693.16 ms [2021-05-19 21:36:39 main:581] : INFO : Epoch 1544 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 3921.84 ms [2021-05-19 21:36:43 main:581] : INFO : Epoch 1545 | loss: 0.0312028 | val_loss: 0.0312046 | Time: 4323.78 ms [2021-05-19 21:36:48 main:581] : INFO : Epoch 1546 | loss: 0.031203 | val_loss: 0.0312089 | Time: 4029.98 ms [2021-05-19 21:36:51 main:581] : INFO : Epoch 1547 | loss: 0.0312048 | val_loss: 0.0312038 | Time: 3652.73 ms [2021-05-19 21:36:55 main:581] : INFO : Epoch 1548 | loss: 0.031202 | val_loss: 0.0312053 | Time: 3932.5 ms [2021-05-19 21:36:59 main:581] : INFO : Epoch 1549 | loss: 0.0312019 | val_loss: 0.0312056 | Time: 3488.4 ms [2021-05-19 21:37:02 main:581] : INFO : Epoch 1550 | loss: 0.0312029 | val_loss: 0.031204 | Time: 3790.07 ms [2021-05-19 21:37:07 main:581] : INFO : Epoch 1551 | loss: 0.031203 | val_loss: 0.0312069 | Time: 4151.33 ms [2021-05-19 21:37:10 main:581] : INFO : Epoch 1552 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 3797.57 ms [2021-05-19 21:37:14 main:581] : INFO : Epoch 1553 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 3929.46 ms [2021-05-19 21:37:18 main:581] : INFO : Epoch 1554 | loss: 0.0312015 | val_loss: 0.0312053 | Time: 3938.67 ms [2021-05-19 21:37:22 main:581] : INFO : Epoch 1555 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 4236.11 ms [2021-05-19 21:37:26 main:581] : INFO : Epoch 1556 | loss: 0.0312014 | val_loss: 0.0312038 | Time: 4006.15 ms [2021-05-19 21:37:30 main:581] : INFO : Epoch 1557 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 3953.35 ms [2021-05-19 21:37:35 main:581] : INFO : Epoch 1558 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 4293.29 ms [2021-05-19 21:37:39 main:581] : INFO : Epoch 1559 | loss: 0.0312026 | val_loss: 0.0312044 | Time: 4271.06 ms [2021-05-19 21:37:43 main:581] : INFO : Epoch 1560 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 4167.91 ms [2021-05-19 21:37:48 main:581] : INFO : Epoch 1561 | loss: 0.0312021 | val_loss: 0.0312038 | Time: 4519.26 ms [2021-05-19 21:37:52 main:581] : INFO : Epoch 1562 | loss: 0.0312033 | val_loss: 0.0312137 | Time: 4520.85 ms [2021-05-19 21:37:56 main:581] : INFO : Epoch 1563 | loss: 0.0312052 | val_loss: 0.0312034 | Time: 4178.35 ms [2021-05-19 21:38:01 main:581] : INFO : Epoch 1564 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 4323.87 ms [2021-05-19 21:38:05 main:581] : INFO : Epoch 1565 | loss: 0.031202 | val_loss: 0.0312033 | Time: 4106.95 ms [2021-05-19 21:38:09 main:581] : INFO : Epoch 1566 | loss: 0.0312023 | val_loss: 0.0312051 | Time: 3734.57 ms [2021-05-19 21:38:12 main:581] : INFO : Epoch 1567 | loss: 0.0312048 | val_loss: 0.0312081 | Time: 3802.66 ms [2021-05-19 21:38:16 main:581] : INFO : Epoch 1568 | loss: 0.0312039 | val_loss: 0.0312038 | Time: 3760.75 ms [2021-05-19 21:38:20 main:581] : INFO : Epoch 1569 | loss: 0.0312023 | val_loss: 0.031205 | Time: 3871.52 ms [2021-05-19 21:38:24 main:581] : INFO : Epoch 1570 | loss: 0.031203 | val_loss: 0.0312034 | Time: 3865.32 ms [2021-05-19 21:38:28 main:581] : INFO : Epoch 1571 | loss: 0.0312026 | val_loss: 0.0312045 | Time: 4344.96 ms [2021-05-19 21:38:32 main:581] : INFO : Epoch 1572 | loss: 0.0312075 | val_loss: 0.0312217 | Time: 4045.58 ms [2021-05-19 21:38:36 main:581] : INFO : Epoch 1573 | loss: 0.0312082 | val_loss: 0.031205 | Time: 3906.96 ms [2021-05-19 21:38:40 main:581] : INFO : Epoch 1574 | loss: 0.0312042 | val_loss: 0.0312033 | Time: 3925.78 ms [2021-05-19 21:38:44 main:581] : INFO : Epoch 1575 | loss: 0.0312028 | val_loss: 0.0312088 | Time: 3871.41 ms [2021-05-19 21:38:48 main:581] : INFO : Epoch 1576 | loss: 0.0312032 | val_loss: 0.0312027 | Time: 3741.19 ms [2021-05-19 21:38:51 main:581] : INFO : Epoch 1577 | loss: 0.0312052 | val_loss: 0.0312067 | Time: 3614.37 ms [2021-05-19 21:38:55 main:581] : INFO : Epoch 1578 | loss: 0.0312021 | val_loss: 0.0312059 | Time: 4120.22 ms [2021-05-19 21:39:00 main:581] : INFO : Epoch 1579 | loss: 0.0312051 | val_loss: 0.0312037 | Time: 4152.36 ms [2021-05-19 21:39:04 main:581] : INFO : Epoch 1580 | loss: 0.0312041 | val_loss: 0.0312113 | Time: 4066.18 ms [2021-05-19 21:39:08 main:581] : INFO : Epoch 1581 | loss: 0.031207 | val_loss: 0.0312079 | Time: 4190.13 ms [2021-05-19 21:39:12 main:581] : INFO : Epoch 1582 | loss: 0.0312055 | val_loss: 0.0312066 | Time: 4196.88 ms [2021-05-19 21:39:16 main:581] : INFO : Epoch 1583 | loss: 0.0312042 | val_loss: 0.0312067 | Time: 4223.45 ms [2021-05-19 21:39:21 main:581] : INFO : Epoch 1584 | loss: 0.0312477 | val_loss: 0.0317967 | Time: 4316.43 ms [2021-05-19 21:39:25 main:581] : INFO : Epoch 1585 | loss: 0.0349153 | val_loss: 0.0355034 | Time: 4290.39 ms [2021-05-19 21:39:29 main:581] : INFO : Epoch 1586 | loss: 0.032705 | val_loss: 0.0314758 | Time: 4452.81 ms [2021-05-19 21:39:33 main:581] : INFO : Epoch 1587 | loss: 0.0314214 | val_loss: 0.0312831 | Time: 4065.66 ms [2021-05-19 21:39:37 main:581] : INFO : Epoch 1588 | loss: 0.0312656 | val_loss: 0.0312474 | Time: 4069.27 ms [2021-05-19 21:39:41 main:581] : INFO : Epoch 1589 | loss: 0.0312407 | val_loss: 0.0312326 | Time: 3951.44 ms [2021-05-19 21:39:45 main:581] : INFO : Epoch 1590 | loss: 0.0312319 | val_loss: 0.0312276 | Time: 4085.73 ms [2021-05-19 21:39:51 main:581] : INFO : Epoch 1591 | loss: 0.0312273 | val_loss: 0.031225 | Time: 5048.6 ms [2021-05-19 21:39:55 main:581] : INFO : Epoch 1592 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 4252.86 ms [2021-05-19 21:39:59 main:581] : INFO : Epoch 1593 | loss: 0.0312203 | val_loss: 0.031218 | Time: 3827.69 ms [2021-05-19 21:40:03 main:581] : INFO : Epoch 1594 | loss: 0.0312171 | val_loss: 0.0312162 | Time: 4216.19 ms [2021-05-19 21:40:07 main:581] : INFO : Epoch 1595 | loss: 0.0312147 | val_loss: 0.0312138 | Time: 3851.22 ms [2021-05-19 21:40:11 main:581] : INFO : Epoch 1596 | loss: 0.0312133 | val_loss: 0.031213 | Time: 4065.28 ms [2021-05-19 21:40:15 main:581] : INFO : Epoch 1597 | loss: 0.0312111 | val_loss: 0.0312112 | Time: 4046.45 ms [2021-05-19 21:40:19 main:581] : INFO : Epoch 1598 | loss: 0.0312092 | val_loss: 0.0312108 | Time: 3926.54 ms [2021-05-19 21:40:23 main:581] : INFO : Epoch 1599 | loss: 0.031209 | val_loss: 0.0312094 | Time: 4173.79 ms [2021-05-19 21:40:27 main:581] : INFO : Epoch 1600 | loss: 0.0312091 | val_loss: 0.0312098 | Time: 4069.7 ms [2021-05-19 21:40:31 main:581] : INFO : Epoch 1601 | loss: 0.0312083 | val_loss: 0.0312087 | Time: 3988.5 ms [2021-05-19 21:40:35 main:581] : INFO : Epoch 1602 | loss: 0.0312073 | val_loss: 0.0312097 | Time: 4309.45 ms [2021-05-19 21:40:39 main:581] : INFO : Epoch 1603 | loss: 0.0312077 | val_loss: 0.031208 | Time: 3980.32 ms [2021-05-19 21:40:44 main:581] : INFO : Epoch 1604 | loss: 0.031207 | val_loss: 0.031208 | Time: 4296.88 ms [2021-05-19 21:40:48 main:581] : INFO : Epoch 1605 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 4445.68 ms [2021-05-19 21:40:52 main:581] : INFO : Epoch 1606 | loss: 0.031206 | val_loss: 0.0312062 | Time: 3927.25 ms [2021-05-19 21:40:56 main:581] : INFO : Epoch 1607 | loss: 0.0312053 | val_loss: 0.0312059 | Time: 3896.52 ms [2021-05-19 21:41:00 main:581] : INFO : Epoch 1608 | loss: 0.0312049 | val_loss: 0.0312055 | Time: 4162.13 ms [2021-05-19 21:41:04 main:581] : INFO : Epoch 1609 | loss: 0.0312043 | val_loss: 0.0312054 | Time: 4168.25 ms [2021-05-19 21:41:08 main:581] : INFO : Epoch 1610 | loss: 0.0312043 | val_loss: 0.0312071 | Time: 4113.81 ms [2021-05-19 21:41:12 main:581] : INFO : Epoch 1611 | loss: 0.0312039 | val_loss: 0.0312053 | Time: 3447.48 ms [2021-05-19 21:41:15 main:581] : INFO : Epoch 1612 | loss: 0.0312041 | val_loss: 0.0312051 | Time: 3726.37 ms [2021-05-19 21:41:19 main:581] : INFO : Epoch 1613 | loss: 0.0312034 | val_loss: 0.0312057 | Time: 4031.13 ms [2021-05-19 21:41:23 main:581] : INFO : Epoch 1614 | loss: 0.0312043 | val_loss: 0.0312051 | Time: 3925.19 ms [2021-05-19 21:41:28 main:581] : INFO : Epoch 1615 | loss: 0.0312043 | val_loss: 0.0312058 | Time: 4171.74 ms [2021-05-19 21:41:31 main:581] : INFO : Epoch 1616 | loss: 0.0312058 | val_loss: 0.0312055 | Time: 3819.11 ms [2021-05-19 21:41:36 main:581] : INFO : Epoch 1617 | loss: 0.0312052 | val_loss: 0.0312046 | Time: 4502.21 ms [2021-05-19 21:41:40 main:581] : INFO : Epoch 1618 | loss: 0.0312045 | val_loss: 0.0312048 | Time: 4148.24 ms [2021-05-19 21:41:44 main:581] : INFO : Epoch 1619 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 3809.57 ms [2021-05-19 21:41:48 main:581] : INFO : Epoch 1620 | loss: 0.0312046 | val_loss: 0.0312051 | Time: 3919.53 ms [2021-05-19 21:41:52 main:581] : INFO : Epoch 1621 | loss: 0.0312038 | val_loss: 0.031205 | Time: 4503.15 ms [2021-05-19 21:41:57 main:581] : INFO : Epoch 1622 | loss: 0.0312047 | val_loss: 0.0312056 | Time: 4541.8 ms [2021-05-19 21:42:01 main:581] : INFO : Epoch 1623 | loss: 0.0312042 | val_loss: 0.0312046 | Time: 3848.79 ms [2021-05-19 21:42:04 main:581] : INFO : Epoch 1624 | loss: 0.0312036 | val_loss: 0.031205 | Time: 3776.02 ms [2021-05-19 21:42:09 main:581] : INFO : Epoch 1625 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 4468.67 ms [2021-05-19 21:42:13 main:581] : INFO : Epoch 1626 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 3944.25 ms [2021-05-19 21:42:17 main:581] : INFO : Epoch 1627 | loss: 0.0312042 | val_loss: 0.0312039 | Time: 4359.79 ms [2021-05-19 21:42:21 main:581] : INFO : Epoch 1628 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 4207.96 ms [2021-05-19 21:42:25 main:581] : INFO : Epoch 1629 | loss: 0.0312059 | val_loss: 0.0312045 | Time: 3334.22 ms [2021-05-19 21:42:29 main:581] : INFO : Epoch 1630 | loss: 0.0312054 | val_loss: 0.0312039 | Time: 4282.88 ms [2021-05-19 21:42:33 main:581] : INFO : Epoch 1631 | loss: 0.0312049 | val_loss: 0.0312047 | Time: 4222.39 ms [2021-05-19 21:42:37 main:581] : INFO : Epoch 1632 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 3791.21 ms [2021-05-19 21:42:41 main:581] : INFO : Epoch 1633 | loss: 0.0312051 | val_loss: 0.0312083 | Time: 3957.57 ms [2021-05-19 21:42:45 main:581] : INFO : Epoch 1634 | loss: 0.031207 | val_loss: 0.0312053 | Time: 3787.47 ms [2021-05-19 21:42:49 main:581] : INFO : Epoch 1635 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 4099.01 ms [2021-05-19 21:42:53 main:581] : INFO : Epoch 1636 | loss: 0.0312063 | val_loss: 0.0312062 | Time: 3947.46 ms [2021-05-19 21:42:57 main:581] : INFO : Epoch 1637 | loss: 0.0312048 | val_loss: 0.0312046 | Time: 3997.73 ms [2021-05-19 21:43:01 main:581] : INFO : Epoch 1638 | loss: 0.0312042 | val_loss: 0.0312034 | Time: 4037.78 ms [2021-05-19 21:43:05 main:581] : INFO : Epoch 1639 | loss: 0.0312041 | val_loss: 0.0312028 | Time: 3971.63 ms [2021-05-19 21:43:08 main:581] : INFO : Epoch 1640 | loss: 0.0312036 | val_loss: 0.0312028 | Time: 3646.89 ms [2021-05-19 21:43:12 main:581] : INFO : Epoch 1641 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 3723.53 ms [2021-05-19 21:43:16 main:581] : INFO : Epoch 1642 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 3983.75 ms [2021-05-19 21:43:20 main:581] : INFO : Epoch 1643 | loss: 0.0312029 | val_loss: 0.0312021 | Time: 4136.54 ms [2021-05-19 21:43:24 main:581] : INFO : Epoch 1644 | loss: 0.0312032 | val_loss: 0.0312024 | Time: 3828.44 ms [2021-05-19 21:43:28 main:581] : INFO : Epoch 1645 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 3400.71 ms [2021-05-19 21:43:31 main:581] : INFO : Epoch 1646 | loss: 0.0312031 | val_loss: 0.0312038 | Time: 3706.33 ms [2021-05-19 21:43:36 main:581] : INFO : Epoch 1647 | loss: 0.0312036 | val_loss: 0.0312038 | Time: 4535.53 ms [2021-05-19 21:43:40 main:581] : INFO : Epoch 1648 | loss: 0.0312025 | val_loss: 0.0312023 | Time: 4202.19 ms [2021-05-19 21:43:44 main:581] : INFO : Epoch 1649 | loss: 0.031202 | val_loss: 0.0312021 | Time: 3784.54 ms [2021-05-19 21:43:48 main:581] : INFO : Epoch 1650 | loss: 0.0312031 | val_loss: 0.0312024 | Time: 3950.17 ms [2021-05-19 21:43:52 main:581] : INFO : Epoch 1651 | loss: 0.0312023 | val_loss: 0.0312024 | Time: 4003.78 ms [2021-05-19 21:43:56 main:581] : INFO : Epoch 1652 | loss: 0.0312017 | val_loss: 0.0312018 | Time: 4128.46 ms [2021-05-19 21:44:00 main:581] : INFO : Epoch 1653 | loss: 0.0312025 | val_loss: 0.0312021 | Time: 3735.6 ms [2021-05-19 21:44:03 main:581] : INFO : Epoch 1654 | loss: 0.031202 | val_loss: 0.0312028 | Time: 3413.15 ms [2021-05-19 21:44:07 main:581] : INFO : Epoch 1655 | loss: 0.0312013 | val_loss: 0.031203 | Time: 4101.03 ms [2021-05-19 21:44:11 main:581] : INFO : Epoch 1656 | loss: 0.0312021 | val_loss: 0.0312028 | Time: 3704.45 ms [2021-05-19 21:44:15 main:581] : INFO : Epoch 1657 | loss: 0.0312009 | val_loss: 0.0312036 | Time: 4395 ms [2021-05-19 21:44:20 main:581] : INFO : Epoch 1658 | loss: 0.0312011 | val_loss: 0.0312016 | Time: 4307.92 ms [2021-05-19 21:44:23 main:581] : INFO : Epoch 1659 | loss: 0.031201 | val_loss: 0.0312016 | Time: 3914.85 ms [2021-05-19 21:44:27 main:581] : INFO : Epoch 1660 | loss: 0.031201 | val_loss: 0.0312017 | Time: 3634.09 ms [2021-05-19 21:44:31 main:581] : INFO : Epoch 1661 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 4179.97 ms [2021-05-19 21:44:36 main:581] : INFO : Epoch 1662 | loss: 0.0312007 | val_loss: 0.0312025 | Time: 4678.04 ms [2021-05-19 21:44:40 main:581] : INFO : Epoch 1663 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 3963.27 ms [2021-05-19 21:44:44 main:581] : INFO : Epoch 1664 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 4305.55 ms [2021-05-19 21:44:48 main:581] : INFO : Epoch 1665 | loss: 0.0312015 | val_loss: 0.0312023 | Time: 3977.89 ms [2021-05-19 21:44:52 main:581] : INFO : Epoch 1666 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 4246.97 ms [2021-05-19 21:44:57 main:581] : INFO : Epoch 1667 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 4274.53 ms [2021-05-19 21:45:01 main:581] : INFO : Epoch 1668 | loss: 0.0312013 | val_loss: 0.0312018 | Time: 4042.09 ms [2021-05-19 21:45:05 main:581] : INFO : Epoch 1669 | loss: 0.0312008 | val_loss: 0.031201 | Time: 4214.14 ms [2021-05-19 21:45:09 main:581] : INFO : Epoch 1670 | loss: 0.0312018 | val_loss: 0.031202 | Time: 4398.96 ms [2021-05-19 21:45:14 main:581] : INFO : Epoch 1671 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 4383.98 ms [2021-05-19 21:45:18 main:581] : INFO : Epoch 1672 | loss: 0.0312008 | val_loss: 0.0312019 | Time: 4626.62 ms [2021-05-19 21:45:22 main:581] : INFO : Epoch 1673 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 4111.03 ms [2021-05-19 21:45:27 main:581] : INFO : Epoch 1674 | loss: 0.0312005 | val_loss: 0.0312011 | Time: 4456.5 ms [2021-05-19 21:45:31 main:581] : INFO : Epoch 1675 | loss: 0.0312005 | val_loss: 0.0312016 | Time: 4434.19 ms [2021-05-19 21:45:35 main:581] : INFO : Epoch 1676 | loss: 0.0312015 | val_loss: 0.0312013 | Time: 4100.48 ms [2021-05-19 21:45:39 main:581] : INFO : Epoch 1677 | loss: 0.0312 | val_loss: 0.0312028 | Time: 3988.05 ms [2021-05-19 21:45:43 main:581] : INFO : Epoch 1678 | loss: 0.0312002 | val_loss: 0.031201 | Time: 3764.33 ms [2021-05-19 21:45:48 main:581] : INFO : Epoch 1679 | loss: 0.0312022 | val_loss: 0.031202 | Time: 4409.34 ms [2021-05-19 21:45:52 main:581] : INFO : Epoch 1680 | loss: 0.0312061 | val_loss: 0.0312165 | Time: 4183.22 ms [2021-05-19 21:45:56 main:581] : INFO : Epoch 1681 | loss: 0.0312159 | val_loss: 0.0312158 | Time: 3914.12 ms [2021-05-19 21:46:00 main:581] : INFO : Epoch 1682 | loss: 0.0312159 | val_loss: 0.0312146 | Time: 4224.16 ms [2021-05-19 21:46:04 main:581] : INFO : Epoch 1683 | loss: 0.031215 | val_loss: 0.0312141 | Time: 3974.29 ms [2021-05-19 21:46:08 main:581] : INFO : Epoch 1684 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 4197.18 ms [2021-05-19 21:46:12 main:581] : INFO : Epoch 1685 | loss: 0.031214 | val_loss: 0.0312124 | Time: 3739.58 ms [2021-05-19 21:46:16 main:581] : INFO : Epoch 1686 | loss: 0.0312134 | val_loss: 0.0312129 | Time: 4110.75 ms [2021-05-19 21:46:20 main:581] : INFO : Epoch 1687 | loss: 0.0312134 | val_loss: 0.0312126 | Time: 3962.38 ms [2021-05-19 21:46:24 main:581] : INFO : Epoch 1688 | loss: 0.0312122 | val_loss: 0.0312107 | Time: 4217.95 ms [2021-05-19 21:46:28 main:581] : INFO : Epoch 1689 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 4259.2 ms [2021-05-19 21:46:33 main:581] : INFO : Epoch 1690 | loss: 0.0312112 | val_loss: 0.0312102 | Time: 4090.58 ms [2021-05-19 21:46:36 main:581] : INFO : Epoch 1691 | loss: 0.0312107 | val_loss: 0.0312094 | Time: 3701.89 ms [2021-05-19 21:46:40 main:581] : INFO : Epoch 1692 | loss: 0.0312106 | val_loss: 0.0312094 | Time: 3723.52 ms [2021-05-19 21:46:44 main:581] : INFO : Epoch 1693 | loss: 0.03121 | val_loss: 0.0312109 | Time: 4283.83 ms [2021-05-19 21:46:49 main:581] : INFO : Epoch 1694 | loss: 0.0312099 | val_loss: 0.0312086 | Time: 4426.59 ms [2021-05-19 21:46:53 main:581] : INFO : Epoch 1695 | loss: 0.0312092 | val_loss: 0.0312091 | Time: 4013.07 ms [2021-05-19 21:46:57 main:581] : INFO : Epoch 1696 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 3884.18 ms [2021-05-19 21:47:01 main:581] : INFO : Epoch 1697 | loss: 0.0312093 | val_loss: 0.0312083 | Time: 4292.8 ms [2021-05-19 21:47:05 main:581] : INFO : Epoch 1698 | loss: 0.0312089 | val_loss: 0.0312086 | Time: 3683.91 ms [2021-05-19 21:47:09 main:581] : INFO : Epoch 1699 | loss: 0.0312092 | val_loss: 0.0312081 | Time: 4409.66 ms [2021-05-19 21:47:13 main:581] : INFO : Epoch 1700 | loss: 0.0312086 | val_loss: 0.031208 | Time: 4368.45 ms [2021-05-19 21:47:18 main:581] : INFO : Epoch 1701 | loss: 0.0312079 | val_loss: 0.031208 | Time: 4226.83 ms [2021-05-19 21:47:21 main:581] : INFO : Epoch 1702 | loss: 0.031208 | val_loss: 0.0312082 | Time: 3853.29 ms [2021-05-19 21:47:26 main:581] : INFO : Epoch 1703 | loss: 0.0312084 | val_loss: 0.0312078 | Time: 4192.81 ms [2021-05-19 21:47:30 main:581] : INFO : Epoch 1704 | loss: 0.0312076 | val_loss: 0.0312078 | Time: 4459.47 ms [2021-05-19 21:47:34 main:581] : INFO : Epoch 1705 | loss: 0.0312092 | val_loss: 0.0312096 | Time: 3887.74 ms [2021-05-19 21:47:38 main:581] : INFO : Epoch 1706 | loss: 0.0312076 | val_loss: 0.0312077 | Time: 4163.56 ms [2021-05-19 21:47:42 main:581] : INFO : Epoch 1707 | loss: 0.0312072 | val_loss: 0.0312084 | Time: 4072.5 ms [2021-05-19 21:47:47 main:581] : INFO : Epoch 1708 | loss: 0.0312083 | val_loss: 0.0312084 | Time: 4361.4 ms [2021-05-19 21:47:51 main:581] : INFO : Epoch 1709 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 4284.99 ms [2021-05-19 21:47:55 main:581] : INFO : Epoch 1710 | loss: 0.031208 | val_loss: 0.0312087 | Time: 4046.43 ms [2021-05-19 21:47:59 main:581] : INFO : Epoch 1711 | loss: 0.0312082 | val_loss: 0.0312082 | Time: 3666.34 ms [2021-05-19 21:48:03 main:581] : INFO : Epoch 1712 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 4066.65 ms [2021-05-19 21:48:07 main:581] : INFO : Epoch 1713 | loss: 0.0312081 | val_loss: 0.0312078 | Time: 4334.75 ms [2021-05-19 21:48:11 main:581] : INFO : Epoch 1714 | loss: 0.0312076 | val_loss: 0.0312079 | Time: 4225.92 ms [2021-05-19 21:48:16 main:581] : INFO : Epoch 1715 | loss: 0.0312071 | val_loss: 0.0312079 | Time: 4440.89 ms [2021-05-19 21:48:20 main:581] : INFO : Epoch 1716 | loss: 0.031207 | val_loss: 0.0312079 | Time: 4281.63 ms [2021-05-19 21:48:24 main:581] : INFO : Epoch 1717 | loss: 0.031207 | val_loss: 0.0312084 | Time: 3635.18 ms [2021-05-19 21:48:27 main:581] : INFO : Epoch 1718 | loss: 0.0312068 | val_loss: 0.0312075 | Time: 3624.47 ms [2021-05-19 21:48:31 main:581] : INFO : Epoch 1719 | loss: 0.0312069 | val_loss: 0.031208 | Time: 3352.82 ms [2021-05-19 21:48:35 main:581] : INFO : Epoch 1720 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 4027.67 ms [2021-05-19 21:48:38 main:581] : INFO : Epoch 1721 | loss: 0.0312071 | val_loss: 0.0312078 | Time: 3929.81 ms [2021-05-19 21:48:42 main:581] : INFO : Epoch 1722 | loss: 0.0312063 | val_loss: 0.0312077 | Time: 3580.99 ms [2021-05-19 21:48:46 main:581] : INFO : Epoch 1723 | loss: 0.0312063 | val_loss: 0.0312073 | Time: 4193.77 ms [2021-05-19 21:48:50 main:581] : INFO : Epoch 1724 | loss: 0.0312076 | val_loss: 0.0312149 | Time: 3795.46 ms [2021-05-19 21:48:54 main:581] : INFO : Epoch 1725 | loss: 0.0312081 | val_loss: 0.0312082 | Time: 3989.27 ms [2021-05-19 21:48:58 main:581] : INFO : Epoch 1726 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 4200.49 ms [2021-05-19 21:49:02 main:581] : INFO : Epoch 1727 | loss: 0.031207 | val_loss: 0.0312075 | Time: 4031.17 ms [2021-05-19 21:49:06 main:581] : INFO : Epoch 1728 | loss: 0.0312056 | val_loss: 0.0312071 | Time: 4066.75 ms [2021-05-19 21:49:11 main:581] : INFO : Epoch 1729 | loss: 0.0312059 | val_loss: 0.0312098 | Time: 4386.84 ms [2021-05-19 21:49:15 main:581] : INFO : Epoch 1730 | loss: 0.0312069 | val_loss: 0.0312075 | Time: 4664.6 ms [2021-05-19 21:49:20 main:581] : INFO : Epoch 1731 | loss: 0.0312038 | val_loss: 0.0312059 | Time: 4253.79 ms [2021-05-19 21:49:24 main:581] : INFO : Epoch 1732 | loss: 0.0312034 | val_loss: 0.0312056 | Time: 4335.38 ms [2021-05-19 21:49:28 main:581] : INFO : Epoch 1733 | loss: 0.0312034 | val_loss: 0.0312054 | Time: 4201.28 ms [2021-05-19 21:49:32 main:581] : INFO : Epoch 1734 | loss: 0.0312028 | val_loss: 0.0312051 | Time: 4039.97 ms [2021-05-19 21:49:36 main:581] : INFO : Epoch 1735 | loss: 0.0312027 | val_loss: 0.031205 | Time: 4049.59 ms [2021-05-19 21:49:41 main:581] : INFO : Epoch 1736 | loss: 0.0312024 | val_loss: 0.0312061 | Time: 4511.16 ms [2021-05-19 21:49:45 main:581] : INFO : Epoch 1737 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 4030.77 ms [2021-05-19 21:49:49 main:581] : INFO : Epoch 1738 | loss: 0.0312038 | val_loss: 0.0312064 | Time: 3914.43 ms [2021-05-19 21:49:53 main:581] : INFO : Epoch 1739 | loss: 0.0312049 | val_loss: 0.0312051 | Time: 4009.16 ms [2021-05-19 21:49:57 main:581] : INFO : Epoch 1740 | loss: 0.0312041 | val_loss: 0.031209 | Time: 4194.05 ms [2021-05-19 21:50:01 main:581] : INFO : Epoch 1741 | loss: 0.031204 | val_loss: 0.0312052 | Time: 4322.42 ms [2021-05-19 21:50:05 main:581] : INFO : Epoch 1742 | loss: 0.0312023 | val_loss: 0.0312073 | Time: 3695 ms [2021-05-19 21:50:09 main:581] : INFO : Epoch 1743 | loss: 0.0312021 | val_loss: 0.0312049 | Time: 3825.5 ms [2021-05-19 21:50:14 main:581] : INFO : Epoch 1744 | loss: 0.0312017 | val_loss: 0.0312048 | Time: 4782.38 ms [2021-05-19 21:50:18 main:581] : INFO : Epoch 1745 | loss: 0.031202 | val_loss: 0.0312047 | Time: 3948.75 ms [2021-05-19 21:50:21 main:581] : INFO : Epoch 1746 | loss: 0.0312028 | val_loss: 0.0312063 | Time: 3866.07 ms [2021-05-19 21:50:25 main:581] : INFO : Epoch 1747 | loss: 0.0312021 | val_loss: 0.0312052 | Time: 3950.63 ms [2021-05-19 21:50:29 main:581] : INFO : Epoch 1748 | loss: 0.0312026 | val_loss: 0.0312042 | Time: 3813.78 ms [2021-05-19 21:50:33 main:581] : INFO : Epoch 1749 | loss: 0.031201 | val_loss: 0.0312045 | Time: 3675.37 ms [2021-05-19 21:50:37 main:581] : INFO : Epoch 1750 | loss: 0.0312008 | val_loss: 0.0312053 | Time: 4305.6 ms [2021-05-19 21:50:41 main:581] : INFO : Epoch 1751 | loss: 0.0312018 | val_loss: 0.0312053 | Time: 4088.84 ms [2021-05-19 21:50:45 main:581] : INFO : Epoch 1752 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 3667.1 ms [2021-05-19 21:50:49 main:581] : INFO : Epoch 1753 | loss: 0.0312022 | val_loss: 0.0312048 | Time: 3690.83 ms [2021-05-19 21:50:53 main:581] : INFO : Epoch 1754 | loss: 0.0312026 | val_loss: 0.0312071 | Time: 4085.05 ms [2021-05-19 21:50:57 main:581] : INFO : Epoch 1755 | loss: 0.031203 | val_loss: 0.0312082 | Time: 4266.15 ms [2021-05-19 21:51:01 main:581] : INFO : Epoch 1756 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 3939.79 ms [2021-05-19 21:51:04 main:581] : INFO : Epoch 1757 | loss: 0.0312025 | val_loss: 0.0312079 | Time: 3632.05 ms [2021-05-19 21:51:09 main:581] : INFO : Epoch 1758 | loss: 0.0312017 | val_loss: 0.0312039 | Time: 4209.85 ms [2021-05-19 21:51:13 main:581] : INFO : Epoch 1759 | loss: 0.0312013 | val_loss: 0.0312072 | Time: 4452.39 ms [2021-05-19 21:51:18 main:581] : INFO : Epoch 1760 | loss: 0.0312034 | val_loss: 0.0312079 | Time: 4383.6 ms [2021-05-19 21:51:22 main:581] : INFO : Epoch 1761 | loss: 0.031204 | val_loss: 0.0312062 | Time: 4843.09 ms [2021-05-19 21:51:26 main:581] : INFO : Epoch 1762 | loss: 0.0312008 | val_loss: 0.0312041 | Time: 3905.68 ms [2021-05-19 21:51:30 main:581] : INFO : Epoch 1763 | loss: 0.031201 | val_loss: 0.0312035 | Time: 3793.86 ms [2021-05-19 21:51:34 main:581] : INFO : Epoch 1764 | loss: 0.0312005 | val_loss: 0.0312074 | Time: 4219.25 ms [2021-05-19 21:51:39 main:581] : INFO : Epoch 1765 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 4707.98 ms [2021-05-19 21:51:43 main:581] : INFO : Epoch 1766 | loss: 0.0311998 | val_loss: 0.0312037 | Time: 4102.61 ms [2021-05-19 21:51:47 main:581] : INFO : Epoch 1767 | loss: 0.0311997 | val_loss: 0.0312039 | Time: 4058.85 ms [2021-05-19 21:51:51 main:581] : INFO : Epoch 1768 | loss: 0.0311997 | val_loss: 0.031203 | Time: 4144.73 ms [2021-05-19 21:51:55 main:581] : INFO : Epoch 1769 | loss: 0.0311994 | val_loss: 0.0312032 | Time: 3955.67 ms [2021-05-19 21:52:00 main:581] : INFO : Epoch 1770 | loss: 0.0312009 | val_loss: 0.0312044 | Time: 4261.49 ms [2021-05-19 21:52:04 main:581] : INFO : Epoch 1771 | loss: 0.031204 | val_loss: 0.031204 | Time: 4239.03 ms [2021-05-19 21:52:08 main:581] : INFO : Epoch 1772 | loss: 0.0312011 | val_loss: 0.0312033 | Time: 4149.96 ms [2021-05-19 21:52:13 main:581] : INFO : Epoch 1773 | loss: 0.0311998 | val_loss: 0.0312043 | Time: 4742.06 ms [2021-05-19 21:52:17 main:581] : INFO : Epoch 1774 | loss: 0.0312008 | val_loss: 0.0312053 | Time: 4453.03 ms [2021-05-19 21:52:22 main:581] : INFO : Epoch 1775 | loss: 0.031199 | val_loss: 0.0312043 | Time: 4459.37 ms [2021-05-19 21:52:26 main:581] : INFO : Epoch 1776 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 4559.73 ms [2021-05-19 21:52:31 main:581] : INFO : Epoch 1777 | loss: 0.0311989 | val_loss: 0.0312031 | Time: 4482.24 ms [2021-05-19 21:52:35 main:581] : INFO : Epoch 1778 | loss: 0.0311993 | val_loss: 0.0312028 | Time: 4074.27 ms [2021-05-19 21:52:39 main:581] : INFO : Epoch 1779 | loss: 0.0311993 | val_loss: 0.0312034 | Time: 4036.52 ms [2021-05-19 21:52:42 main:581] : INFO : Epoch 1780 | loss: 0.0311989 | val_loss: 0.0312034 | Time: 3652.5 ms [2021-05-19 21:52:47 main:581] : INFO : Epoch 1781 | loss: 0.0311994 | val_loss: 0.0312032 | Time: 4185.14 ms [2021-05-19 21:52:51 main:581] : INFO : Epoch 1782 | loss: 0.0311995 | val_loss: 0.0312043 | Time: 4309.04 ms [2021-05-19 21:52:55 main:581] : INFO : Epoch 1783 | loss: 0.0311985 | val_loss: 0.0312027 | Time: 4088.34 ms [2021-05-19 21:52:59 main:581] : INFO : Epoch 1784 | loss: 0.031199 | val_loss: 0.0312032 | Time: 3620.65 ms [2021-05-19 21:53:03 main:581] : INFO : Epoch 1785 | loss: 0.0311993 | val_loss: 0.031206 | Time: 4253.09 ms [2021-05-19 21:53:07 main:581] : INFO : Epoch 1786 | loss: 0.0311989 | val_loss: 0.0312024 | Time: 3955.31 ms [2021-05-19 21:53:10 main:581] : INFO : Epoch 1787 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 3607.4 ms [2021-05-19 21:53:15 main:581] : INFO : Epoch 1788 | loss: 0.0311994 | val_loss: 0.0312027 | Time: 4239 ms [2021-05-19 21:53:18 main:581] : INFO : Epoch 1789 | loss: 0.0311978 | val_loss: 0.0312025 | Time: 3721.97 ms [2021-05-19 21:53:22 main:581] : INFO : Epoch 1790 | loss: 0.0311979 | val_loss: 0.0312029 | Time: 3371.5 ms [2021-05-19 21:53:25 main:581] : INFO : Epoch 1791 | loss: 0.0311995 | val_loss: 0.0312082 | Time: 3592.61 ms [2021-05-19 21:53:29 main:581] : INFO : Epoch 1792 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 3568.8 ms [2021-05-19 21:53:33 main:581] : INFO : Epoch 1793 | loss: 0.031198 | val_loss: 0.031202 | Time: 4300.05 ms [2021-05-19 21:53:37 main:581] : INFO : Epoch 1794 | loss: 0.0311973 | val_loss: 0.0312031 | Time: 4127.93 ms [2021-05-19 21:53:42 main:581] : INFO : Epoch 1795 | loss: 0.0311989 | val_loss: 0.0312021 | Time: 4180.78 ms [2021-05-19 21:53:46 main:581] : INFO : Epoch 1796 | loss: 0.0311995 | val_loss: 0.0312027 | Time: 4357.67 ms [2021-05-19 21:53:50 main:581] : INFO : Epoch 1797 | loss: 0.0311976 | val_loss: 0.0312028 | Time: 3902.17 ms [2021-05-19 21:53:54 main:581] : INFO : Epoch 1798 | loss: 0.0311979 | val_loss: 0.0312035 | Time: 4011.44 ms [2021-05-19 21:53:58 main:581] : INFO : Epoch 1799 | loss: 0.0311986 | val_loss: 0.0312024 | Time: 3732.53 ms [2021-05-19 21:54:01 main:581] : INFO : Epoch 1800 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 3679.52 ms [2021-05-19 21:54:05 main:581] : INFO : Epoch 1801 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 3906.04 ms [2021-05-19 21:54:09 main:581] : INFO : Epoch 1802 | loss: 0.0311972 | val_loss: 0.031204 | Time: 3480.05 ms [2021-05-19 21:54:13 main:581] : INFO : Epoch 1803 | loss: 0.031198 | val_loss: 0.0312062 | Time: 4442.82 ms [2021-05-19 21:54:17 main:581] : INFO : Epoch 1804 | loss: 0.0311985 | val_loss: 0.0312067 | Time: 4102.47 ms [2021-05-19 21:54:21 main:581] : INFO : Epoch 1805 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 3908.16 ms [2021-05-19 21:54:25 main:581] : INFO : Epoch 1806 | loss: 0.0311972 | val_loss: 0.0312061 | Time: 3976.58 ms [2021-05-19 21:54:29 main:581] : INFO : Epoch 1807 | loss: 0.0311992 | val_loss: 0.0312014 | Time: 3707.79 ms [2021-05-19 21:54:33 main:581] : INFO : Epoch 1808 | loss: 0.0311964 | val_loss: 0.031202 | Time: 4351.79 ms [2021-05-19 21:54:38 main:581] : INFO : Epoch 1809 | loss: 0.0311971 | val_loss: 0.0312017 | Time: 4508.94 ms [2021-05-19 21:54:42 main:581] : INFO : Epoch 1810 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 4461.6 ms [2021-05-19 21:54:46 main:581] : INFO : Epoch 1811 | loss: 0.0311965 | val_loss: 0.0312059 | Time: 3648.53 ms [2021-05-19 21:54:49 main:581] : INFO : Epoch 1812 | loss: 0.0311988 | val_loss: 0.031211 | Time: 3630.21 ms [2021-05-19 21:54:53 main:581] : INFO : Epoch 1813 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 3735.6 ms [2021-05-19 21:54:57 main:581] : INFO : Epoch 1814 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 3675.22 ms [2021-05-19 21:55:01 main:581] : INFO : Epoch 1815 | loss: 0.031197 | val_loss: 0.0312067 | Time: 4366.36 ms [2021-05-19 21:55:05 main:581] : INFO : Epoch 1816 | loss: 0.0311974 | val_loss: 0.0312043 | Time: 4123.75 ms [2021-05-19 21:55:09 main:581] : INFO : Epoch 1817 | loss: 0.0311958 | val_loss: 0.0312024 | Time: 4004.5 ms [2021-05-19 21:55:13 main:581] : INFO : Epoch 1818 | loss: 0.0311973 | val_loss: 0.0312024 | Time: 3448.76 ms [2021-05-19 21:55:16 main:581] : INFO : Epoch 1819 | loss: 0.0311976 | val_loss: 0.0312014 | Time: 3549.55 ms [2021-05-19 21:55:20 main:581] : INFO : Epoch 1820 | loss: 0.0311969 | val_loss: 0.0312019 | Time: 3891.98 ms [2021-05-19 21:55:25 main:581] : INFO : Epoch 1821 | loss: 0.0311975 | val_loss: 0.0312075 | Time: 4379.15 ms [2021-05-19 21:55:28 main:581] : INFO : Epoch 1822 | loss: 0.0311969 | val_loss: 0.0312012 | Time: 3743.19 ms [2021-05-19 21:55:32 main:581] : INFO : Epoch 1823 | loss: 0.0311958 | val_loss: 0.0312008 | Time: 4176.79 ms [2021-05-19 21:55:37 main:581] : INFO : Epoch 1824 | loss: 0.0311967 | val_loss: 0.0312013 | Time: 4301.11 ms [2021-05-19 21:55:41 main:581] : INFO : Epoch 1825 | loss: 0.0311964 | val_loss: 0.0312019 | Time: 4442.29 ms [2021-05-19 21:55:45 main:581] : INFO : Epoch 1826 | loss: 0.0311958 | val_loss: 0.0312014 | Time: 3826.2 ms [2021-05-19 21:55:48 main:581] : INFO : Epoch 1827 | loss: 0.0311963 | val_loss: 0.0312011 | Time: 3422.19 ms [2021-05-19 21:55:52 main:581] : INFO : Epoch 1828 | loss: 0.0311967 | val_loss: 0.0312019 | Time: 3486.86 ms [2021-05-19 21:55:56 main:581] : INFO : Epoch 1829 | loss: 0.031197 | val_loss: 0.0312022 | Time: 3828.64 ms [2021-05-19 21:56:00 main:581] : INFO : Epoch 1830 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 4562.18 ms [2021-05-19 21:56:05 main:581] : INFO : Epoch 1831 | loss: 0.0311969 | val_loss: 0.0312026 | Time: 4381.21 ms [2021-05-19 21:56:09 main:581] : INFO : Epoch 1832 | loss: 0.0311983 | val_loss: 0.0312061 | Time: 4511.53 ms [2021-05-19 21:56:13 main:581] : INFO : Epoch 1833 | loss: 0.0311964 | val_loss: 0.0312023 | Time: 3773.13 ms [2021-05-19 21:56:18 main:581] : INFO : Epoch 1834 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 4684.88 ms [2021-05-19 21:56:22 main:581] : INFO : Epoch 1835 | loss: 0.031196 | val_loss: 0.0312012 | Time: 4058.57 ms [2021-05-19 21:56:26 main:581] : INFO : Epoch 1836 | loss: 0.0311961 | val_loss: 0.0312048 | Time: 3940.23 ms [2021-05-19 21:56:30 main:581] : INFO : Epoch 1837 | loss: 0.031196 | val_loss: 0.0312014 | Time: 4746.83 ms [2021-05-19 21:56:35 main:581] : INFO : Epoch 1838 | loss: 0.0311954 | val_loss: 0.0312009 | Time: 5056.59 ms [2021-05-19 21:56:40 main:581] : INFO : Epoch 1839 | loss: 0.0311962 | val_loss: 0.0312038 | Time: 4134.43 ms [2021-05-19 21:56:44 main:581] : INFO : Epoch 1840 | loss: 0.0311957 | val_loss: 0.0312018 | Time: 3980.71 ms [2021-05-19 21:56:48 main:581] : INFO : Epoch 1841 | loss: 0.0311947 | val_loss: 0.0312007 | Time: 4052 ms [2021-05-19 21:56:52 main:581] : INFO : Epoch 1842 | loss: 0.0311949 | val_loss: 0.0312006 | Time: 4356.39 ms [2021-05-19 21:56:56 main:581] : INFO : Epoch 1843 | loss: 0.0311951 | val_loss: 0.0312009 | Time: 4379.94 ms [2021-05-19 21:57:00 main:581] : INFO : Epoch 1844 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 4049.19 ms [2021-05-19 21:57:04 main:581] : INFO : Epoch 1845 | loss: 0.0311952 | val_loss: 0.0312011 | Time: 4023.95 ms [2021-05-19 21:57:09 main:581] : INFO : Epoch 1846 | loss: 0.0311972 | val_loss: 0.0312018 | Time: 4229.64 ms [2021-05-19 21:57:12 main:581] : INFO : Epoch 1847 | loss: 0.0311952 | val_loss: 0.0312005 | Time: 3729.28 ms [2021-05-19 21:57:16 main:581] : INFO : Epoch 1848 | loss: 0.0311953 | val_loss: 0.0312009 | Time: 3628.14 ms [2021-05-19 21:57:20 main:581] : INFO : Epoch 1849 | loss: 0.0311966 | val_loss: 0.0312012 | Time: 3944.8 ms [2021-05-19 21:57:24 main:581] : INFO : Epoch 1850 | loss: 0.0311952 | val_loss: 0.0312009 | Time: 4429.76 ms [2021-05-19 21:57:29 main:581] : INFO : Epoch 1851 | loss: 0.0311946 | val_loss: 0.0312018 | Time: 4289.13 ms [2021-05-19 21:57:33 main:581] : INFO : Epoch 1852 | loss: 0.0311956 | val_loss: 0.0312009 | Time: 4253.45 ms [2021-05-19 21:57:37 main:581] : INFO : Epoch 1853 | loss: 0.0311954 | val_loss: 0.0312012 | Time: 4532.2 ms [2021-05-19 21:57:42 main:581] : INFO : Epoch 1854 | loss: 0.0311957 | val_loss: 0.031201 | Time: 4298.99 ms [2021-05-19 21:57:46 main:581] : INFO : Epoch 1855 | loss: 0.0311963 | val_loss: 0.031202 | Time: 4014.35 ms [2021-05-19 21:57:50 main:581] : INFO : Epoch 1856 | loss: 0.0311966 | val_loss: 0.0312024 | Time: 4184.83 ms [2021-05-19 21:57:55 main:581] : INFO : Epoch 1857 | loss: 0.0311974 | val_loss: 0.0312029 | Time: 4627.28 ms [2021-05-19 21:57:59 main:581] : INFO : Epoch 1858 | loss: 0.0311959 | val_loss: 0.0312003 | Time: 4299.39 ms [2021-05-19 21:58:03 main:581] : INFO : Epoch 1859 | loss: 0.0311964 | val_loss: 0.0312011 | Time: 4239.93 ms [2021-05-19 21:58:07 main:581] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.031207 | Time: 4126.11 ms [2021-05-19 21:58:12 main:581] : INFO : Epoch 1861 | loss: 0.0311965 | val_loss: 0.0312007 | Time: 4403.6 ms [2021-05-19 21:58:16 main:581] : INFO : Epoch 1862 | loss: 0.0311947 | val_loss: 0.031202 | Time: 3891.94 ms [2021-05-19 21:58:20 main:581] : INFO : Epoch 1863 | loss: 0.0311949 | val_loss: 0.0312047 | Time: 4229.95 ms [2021-05-19 21:58:24 main:581] : INFO : Epoch 1864 | loss: 0.0311953 | val_loss: 0.0312015 | Time: 4370.88 ms [2021-05-19 21:58:28 main:581] : INFO : Epoch 1865 | loss: 0.0311952 | val_loss: 0.0312013 | Time: 4130.83 ms [2021-05-19 21:58:32 main:581] : INFO : Epoch 1866 | loss: 0.031195 | val_loss: 0.0312008 | Time: 4169.03 ms [2021-05-19 21:58:36 main:581] : INFO : Epoch 1867 | loss: 0.0311951 | val_loss: 0.031202 | Time: 3999.47 ms [2021-05-19 21:58:40 main:581] : INFO : Epoch 1868 | loss: 0.031195 | val_loss: 0.0312024 | Time: 3547.55 ms [2021-05-19 21:58:44 main:581] : INFO : Epoch 1869 | loss: 0.0311948 | val_loss: 0.0312006 | Time: 3793.68 ms [2021-05-19 21:58:48 main:581] : INFO : Epoch 1870 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 4530.04 ms [2021-05-19 21:58:52 main:581] : INFO : Epoch 1871 | loss: 0.0311947 | val_loss: 0.0312035 | Time: 3928.75 ms [2021-05-19 21:58:57 main:581] : INFO : Epoch 1872 | loss: 0.0311958 | val_loss: 0.031202 | Time: 4582.61 ms [2021-05-19 21:59:01 main:581] : INFO : Epoch 1873 | loss: 0.0311941 | val_loss: 0.0312009 | Time: 4323.93 ms [2021-05-19 21:59:05 main:581] : INFO : Epoch 1874 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 4267.21 ms [2021-05-19 21:59:09 main:581] : INFO : Epoch 1875 | loss: 0.0311952 | val_loss: 0.0312027 | Time: 3921.59 ms [2021-05-19 21:59:14 main:581] : INFO : Epoch 1876 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 4215.7 ms [2021-05-19 21:59:18 main:581] : INFO : Epoch 1877 | loss: 0.0311946 | val_loss: 0.0312012 | Time: 3944.09 ms [2021-05-19 21:59:21 main:581] : INFO : Epoch 1878 | loss: 0.0311943 | val_loss: 0.0312007 | Time: 3729.48 ms [2021-05-19 21:59:25 main:581] : INFO : Epoch 1879 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 3696.99 ms [2021-05-19 21:59:29 main:581] : INFO : Epoch 1880 | loss: 0.0311972 | val_loss: 0.0312077 | Time: 4274.86 ms [2021-05-19 21:59:33 main:581] : INFO : Epoch 1881 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 3659.48 ms [2021-05-19 21:59:37 main:581] : INFO : Epoch 1882 | loss: 0.0311957 | val_loss: 0.0312006 | Time: 4055.7 ms [2021-05-19 21:59:41 main:581] : INFO : Epoch 1883 | loss: 0.031197 | val_loss: 0.0312036 | Time: 3799.82 ms [2021-05-19 21:59:45 main:581] : INFO : Epoch 1884 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 4244.63 ms [2021-05-19 21:59:49 main:581] : INFO : Epoch 1885 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 3649.88 ms [2021-05-19 21:59:53 main:581] : INFO : Epoch 1886 | loss: 0.0311989 | val_loss: 0.031202 | Time: 4031.33 ms [2021-05-19 21:59:57 main:581] : INFO : Epoch 1887 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 4154.04 ms [2021-05-19 22:00:01 main:581] : INFO : Epoch 1888 | loss: 0.031198 | val_loss: 0.0312038 | Time: 3828.03 ms [2021-05-19 22:00:05 main:581] : INFO : Epoch 1889 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 4266.54 ms [2021-05-19 22:00:09 main:581] : INFO : Epoch 1890 | loss: 0.0311988 | val_loss: 0.0312028 | Time: 4331.02 ms [2021-05-19 22:00:13 main:581] : INFO : Epoch 1891 | loss: 0.0311985 | val_loss: 0.0312076 | Time: 3559.31 ms [2021-05-19 22:00:17 main:581] : INFO : Epoch 1892 | loss: 0.0311997 | val_loss: 0.0312027 | Time: 3729.43 ms [2021-05-19 22:00:21 main:581] : INFO : Epoch 1893 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 4485.1 ms [2021-05-19 22:00:25 main:581] : INFO : Epoch 1894 | loss: 0.031196 | val_loss: 0.0312043 | Time: 4161.39 ms [2021-05-19 22:00:30 main:581] : INFO : Epoch 1895 | loss: 0.0311975 | val_loss: 0.0312034 | Time: 4410.97 ms [2021-05-19 22:00:34 main:581] : INFO : Epoch 1896 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 4251.84 ms [2021-05-19 22:00:38 main:581] : INFO : Epoch 1897 | loss: 0.031197 | val_loss: 0.0312034 | Time: 3844.92 ms [2021-05-19 22:00:42 main:581] : INFO : Epoch 1898 | loss: 0.031197 | val_loss: 0.0312052 | Time: 3854.05 ms [2021-05-19 22:00:46 main:581] : INFO : Epoch 1899 | loss: 0.0311972 | val_loss: 0.0312018 | Time: 3955.87 ms [2021-05-19 22:00:50 main:581] : INFO : Epoch 1900 | loss: 0.0311975 | val_loss: 0.0312016 | Time: 4179.51 ms [2021-05-19 22:00:54 main:581] : INFO : Epoch 1901 | loss: 0.0311959 | val_loss: 0.031204 | Time: 4300.59 ms [2021-05-19 22:00:59 main:581] : INFO : Epoch 1902 | loss: 0.0311989 | val_loss: 0.031204 | Time: 4523.72 ms [2021-05-19 22:01:02 main:581] : INFO : Epoch 1903 | loss: 0.0312006 | val_loss: 0.031203 | Time: 3819.7 ms [2021-05-19 22:01:07 main:581] : INFO : Epoch 1904 | loss: 0.0312004 | val_loss: 0.0312048 | Time: 4518.28 ms [2021-05-19 22:01:11 main:581] : INFO : Epoch 1905 | loss: 0.0311966 | val_loss: 0.0312026 | Time: 4520.18 ms [2021-05-19 22:01:16 main:581] : INFO : Epoch 1906 | loss: 0.031199 | val_loss: 0.031202 | Time: 4100.88 ms [2021-05-19 22:01:19 main:581] : INFO : Epoch 1907 | loss: 0.0311959 | val_loss: 0.0312048 | Time: 3958.78 ms [2021-05-19 22:01:24 main:581] : INFO : Epoch 1908 | loss: 0.0311998 | val_loss: 0.0312056 | Time: 4054.39 ms [2021-05-19 22:01:28 main:581] : INFO : Epoch 1909 | loss: 0.0311983 | val_loss: 0.0312019 | Time: 4004.95 ms [2021-05-19 22:01:31 main:581] : INFO : Epoch 1910 | loss: 0.0311966 | val_loss: 0.0312033 | Time: 3883.92 ms [2021-05-19 22:01:36 main:581] : INFO : Epoch 1911 | loss: 0.0311997 | val_loss: 0.0312021 | Time: 4176.27 ms [2021-05-19 22:01:40 main:581] : INFO : Epoch 1912 | loss: 0.0311957 | val_loss: 0.0312051 | Time: 3959.79 ms [2021-05-19 22:01:44 main:581] : INFO : Epoch 1913 | loss: 0.0311969 | val_loss: 0.0312019 | Time: 4249.56 ms [2021-05-19 22:01:48 main:581] : INFO : Epoch 1914 | loss: 0.0311951 | val_loss: 0.0312017 | Time: 4206.43 ms [2021-05-19 22:01:52 main:581] : INFO : Epoch 1915 | loss: 0.0311949 | val_loss: 0.0312025 | Time: 4230.75 ms [2021-05-19 22:01:56 main:581] : INFO : Epoch 1916 | loss: 0.0311959 | val_loss: 0.0312021 | Time: 3706.81 ms [2021-05-19 22:02:00 main:581] : INFO : Epoch 1917 | loss: 0.0311947 | val_loss: 0.0312031 | Time: 3859.74 ms [2021-05-19 22:02:04 main:581] : INFO : Epoch 1918 | loss: 0.0311949 | val_loss: 0.0312021 | Time: 3828.9 ms [2021-05-19 22:02:08 main:581] : INFO : Epoch 1919 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 4036.86 ms [2021-05-19 22:02:12 main:581] : INFO : Epoch 1920 | loss: 0.0311943 | val_loss: 0.031203 | Time: 3841.85 ms [2021-05-19 22:02:16 main:581] : INFO : Epoch 1921 | loss: 0.031194 | val_loss: 0.0312005 | Time: 4148.12 ms [2021-05-19 22:02:20 main:581] : INFO : Epoch 1922 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 3922.12 ms [2021-05-19 22:02:24 main:581] : INFO : Epoch 1923 | loss: 0.0311936 | val_loss: 0.0312026 | Time: 3923.96 ms [2021-05-19 22:02:27 main:581] : INFO : Epoch 1924 | loss: 0.0311941 | val_loss: 0.0312019 | Time: 3902.24 ms [2021-05-19 22:02:32 main:581] : INFO : Epoch 1925 | loss: 0.0311958 | val_loss: 0.0312018 | Time: 4387.72 ms [2021-05-19 22:02:36 main:581] : INFO : Epoch 1926 | loss: 0.0311942 | val_loss: 0.031203 | Time: 4170.36 ms [2021-05-19 22:02:40 main:581] : INFO : Epoch 1927 | loss: 0.0311959 | val_loss: 0.0312015 | Time: 4356.16 ms [2021-05-19 22:02:44 main:581] : INFO : Epoch 1928 | loss: 0.0311938 | val_loss: 0.0312026 | Time: 4131.47 ms [2021-05-19 22:02:49 main:581] : INFO : Epoch 1929 | loss: 0.031194 | val_loss: 0.0312031 | Time: 4016.64 ms [2021-05-19 22:02:53 main:581] : INFO : Epoch 1930 | loss: 0.031194 | val_loss: 0.0312024 | Time: 4135.13 ms [2021-05-19 22:02:57 main:581] : INFO : Epoch 1931 | loss: 0.0311949 | val_loss: 0.0312031 | Time: 3984.58 ms [2021-05-19 22:03:01 main:581] : INFO : Epoch 1932 | loss: 0.0311957 | val_loss: 0.0312043 | Time: 4504.57 ms [2021-05-19 22:03:05 main:581] : INFO : Epoch 1933 | loss: 0.0311945 | val_loss: 0.0312011 | Time: 3841.83 ms [2021-05-19 22:03:09 main:581] : INFO : Epoch 1934 | loss: 0.0311937 | val_loss: 0.0312026 | Time: 4017.14 ms [2021-05-19 22:03:13 main:581] : INFO : Epoch 1935 | loss: 0.0311943 | val_loss: 0.0312014 | Time: 4126.18 ms [2021-05-19 22:03:17 main:581] : INFO : Epoch 1936 | loss: 0.0311955 | val_loss: 0.031201 | Time: 3895.62 ms [2021-05-19 22:03:21 main:581] : INFO : Epoch 1937 | loss: 0.0311974 | val_loss: 0.0312074 | Time: 3671.55 ms [2021-05-19 22:03:24 main:581] : INFO : Epoch 1938 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 3561.55 ms [2021-05-19 22:03:28 main:581] : INFO : Epoch 1939 | loss: 0.0311963 | val_loss: 0.0312029 | Time: 4018.77 ms [2021-05-19 22:03:32 main:581] : INFO : Epoch 1940 | loss: 0.0311937 | val_loss: 0.031205 | Time: 4075.97 ms [2021-05-19 22:03:36 main:581] : INFO : Epoch 1941 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 3717.24 ms [2021-05-19 22:03:40 main:581] : INFO : Epoch 1942 | loss: 0.031193 | val_loss: 0.0312009 | Time: 3592.71 ms [2021-05-19 22:03:43 main:581] : INFO : Epoch 1943 | loss: 0.031193 | val_loss: 0.0312031 | Time: 3670.94 ms [2021-05-19 22:03:48 main:581] : INFO : Epoch 1944 | loss: 0.031193 | val_loss: 0.0312026 | Time: 4348.01 ms [2021-05-19 22:03:52 main:581] : INFO : Epoch 1945 | loss: 0.0311943 | val_loss: 0.0312079 | Time: 3940.5 ms [2021-05-19 22:03:56 main:581] : INFO : Epoch 1946 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 4115.8 ms [2021-05-19 22:04:00 main:581] : INFO : Epoch 1947 | loss: 0.0311921 | val_loss: 0.0312045 | Time: 4591.55 ms [2021-05-19 22:04:05 main:581] : INFO : Epoch 1948 | loss: 0.0311947 | val_loss: 0.0312033 | Time: 4356.3 ms [2021-05-19 22:04:09 main:581] : INFO : Epoch 1949 | loss: 0.0311933 | val_loss: 0.0312044 | Time: 4312.62 ms [2021-05-19 22:04:13 main:581] : INFO : Epoch 1950 | loss: 0.0311918 | val_loss: 0.031204 | Time: 4179.38 ms [2021-05-19 22:04:17 main:581] : INFO : Epoch 1951 | loss: 0.031193 | val_loss: 0.0312029 | Time: 3713.26 ms [2021-05-19 22:04:21 main:581] : INFO : Epoch 1952 | loss: 0.0311927 | val_loss: 0.0312026 | Time: 4352.99 ms [2021-05-19 22:04:25 main:581] : INFO : Epoch 1953 | loss: 0.0311927 | val_loss: 0.0312013 | Time: 4019.17 ms [2021-05-19 22:04:29 main:581] : INFO : Epoch 1954 | loss: 0.0311935 | val_loss: 0.0312075 | Time: 3712.3 ms [2021-05-19 22:04:33 main:581] : INFO : Epoch 1955 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 4201.86 ms [2021-05-19 22:04:37 main:581] : INFO : Epoch 1956 | loss: 0.0311932 | val_loss: 0.0312004 | Time: 3415.5 ms [2021-05-19 22:04:40 main:581] : INFO : Epoch 1957 | loss: 0.0311923 | val_loss: 0.0312061 | Time: 3752.14 ms [2021-05-19 22:04:44 main:581] : INFO : Epoch 1958 | loss: 0.0311935 | val_loss: 0.0312023 | Time: 3912.65 ms [2021-05-19 22:04:48 main:581] : INFO : Epoch 1959 | loss: 0.0311936 | val_loss: 0.0312011 | Time: 4081.67 ms [2021-05-19 22:04:52 main:581] : INFO : Epoch 1960 | loss: 0.031193 | val_loss: 0.0312004 | Time: 3508.73 ms [2021-05-19 22:04:56 main:581] : INFO : Epoch 1961 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 4191.13 ms [2021-05-19 22:05:00 main:581] : INFO : Epoch 1962 | loss: 0.0311925 | val_loss: 0.0312071 | Time: 4404.63 ms [2021-05-19 22:05:05 main:581] : INFO : Epoch 1963 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 4081.27 ms [2021-05-19 22:05:09 main:581] : INFO : Epoch 1964 | loss: 0.0311918 | val_loss: 0.0312026 | Time: 4459.38 ms [2021-05-19 22:05:13 main:581] : INFO : Epoch 1965 | loss: 0.0311931 | val_loss: 0.0312022 | Time: 4156.28 ms [2021-05-19 22:05:17 main:581] : INFO : Epoch 1966 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 4279.11 ms [2021-05-19 22:05:21 main:581] : INFO : Epoch 1967 | loss: 0.0311919 | val_loss: 0.0311989 | Time: 3756 ms [2021-05-19 22:05:25 main:581] : INFO : Epoch 1968 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 3696.63 ms [2021-05-19 22:05:29 main:581] : INFO : Epoch 1969 | loss: 0.0311905 | val_loss: 0.0311989 | Time: 4130.25 ms [2021-05-19 22:05:33 main:581] : INFO : Epoch 1970 | loss: 0.0311902 | val_loss: 0.0311998 | Time: 4179.41 ms [2021-05-19 22:05:37 main:581] : INFO : Epoch 1971 | loss: 0.0311901 | val_loss: 0.0311987 | Time: 4048.02 ms [2021-05-19 22:05:41 main:581] : INFO : Epoch 1972 | loss: 0.0311904 | val_loss: 0.0312009 | Time: 4028.58 ms [2021-05-19 22:05:46 main:581] : INFO : Epoch 1973 | loss: 0.0311913 | val_loss: 0.0312002 | Time: 4263.54 ms [2021-05-19 22:05:50 main:581] : INFO : Epoch 1974 | loss: 0.0311924 | val_loss: 0.0312071 | Time: 4410.82 ms [2021-05-19 22:05:54 main:581] : INFO : Epoch 1975 | loss: 0.0311942 | val_loss: 0.0312008 | Time: 4136.52 ms [2021-05-19 22:05:58 main:581] : INFO : Epoch 1976 | loss: 0.0312158 | val_loss: 0.0312274 | Time: 3982.82 ms [2021-05-19 22:06:02 main:581] : INFO : Epoch 1977 | loss: 0.0312212 | val_loss: 0.0312218 | Time: 3703.21 ms [2021-05-19 22:06:05 main:581] : INFO : Epoch 1978 | loss: 0.0312176 | val_loss: 0.0312285 | Time: 3124.89 ms [2021-05-19 22:06:09 main:581] : INFO : Epoch 1979 | loss: 0.0312173 | val_loss: 0.0312148 | Time: 3895.76 ms [2021-05-19 22:06:13 main:581] : INFO : Epoch 1980 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 3967.41 ms [2021-05-19 22:06:16 main:581] : INFO : Epoch 1981 | loss: 0.031215 | val_loss: 0.0312127 | Time: 3656.15 ms [2021-05-19 22:06:21 main:581] : INFO : Epoch 1982 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 4285.16 ms [2021-05-19 22:06:25 main:581] : INFO : Epoch 1983 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 4188.36 ms [2021-05-19 22:06:29 main:581] : INFO : Epoch 1984 | loss: 0.0312094 | val_loss: 0.0312136 | Time: 4246.14 ms [2021-05-19 22:06:33 main:581] : INFO : Epoch 1985 | loss: 0.0312101 | val_loss: 0.031217 | Time: 4271.69 ms [2021-05-19 22:06:38 main:581] : INFO : Epoch 1986 | loss: 0.0312086 | val_loss: 0.0312111 | Time: 4352.53 ms [2021-05-19 22:06:42 main:581] : INFO : Epoch 1987 | loss: 0.0312075 | val_loss: 0.0312085 | Time: 4506.8 ms [2021-05-19 22:06:46 main:581] : INFO : Epoch 1988 | loss: 0.0312066 | val_loss: 0.0312074 | Time: 3984.62 ms [2021-05-19 22:06:50 main:581] : INFO : Epoch 1989 | loss: 0.0312077 | val_loss: 0.0312058 | Time: 3766.19 ms [2021-05-19 22:06:54 main:581] : INFO : Epoch 1990 | loss: 0.0312058 | val_loss: 0.0312039 | Time: 4315.88 ms [2021-05-19 22:06:59 main:581] : INFO : Epoch 1991 | loss: 0.0312035 | val_loss: 0.0312032 | Time: 4479.29 ms [2021-05-19 22:07:03 main:581] : INFO : Epoch 1992 | loss: 0.0312048 | val_loss: 0.0312027 | Time: 3888.43 ms [2021-05-19 22:07:07 main:581] : INFO : Epoch 1993 | loss: 0.031203 | val_loss: 0.0312071 | Time: 4311.33 ms [2021-05-19 22:07:11 main:581] : INFO : Epoch 1994 | loss: 0.0312039 | val_loss: 0.0312053 | Time: 3595.69 ms [2021-05-19 22:07:14 main:581] : INFO : Epoch 1995 | loss: 0.0312032 | val_loss: 0.0312049 | Time: 3836.87 ms [2021-05-19 22:07:18 main:581] : INFO : Epoch 1996 | loss: 0.0312024 | val_loss: 0.031203 | Time: 3879.21 ms [2021-05-19 22:07:22 main:581] : INFO : Epoch 1997 | loss: 0.0312023 | val_loss: 0.0312064 | Time: 3444.28 ms [2021-05-19 22:07:26 main:581] : INFO : Epoch 1998 | loss: 0.0312027 | val_loss: 0.0312017 | Time: 3947.31 ms [2021-05-19 22:07:30 main:581] : INFO : Epoch 1999 | loss: 0.0312015 | val_loss: 0.0312016 | Time: 3942.9 ms [2021-05-19 22:07:33 main:581] : INFO : Epoch 2000 | loss: 0.0312021 | val_loss: 0.0312074 | Time: 3659.61 ms [2021-05-19 22:07:38 main:581] : INFO : Epoch 2001 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 4282.98 ms [2021-05-19 22:07:41 main:581] : INFO : Epoch 2002 | loss: 0.0312023 | val_loss: 0.0312021 | Time: 3650.94 ms [2021-05-19 22:07:45 main:581] : INFO : Epoch 2003 | loss: 0.031202 | val_loss: 0.031204 | Time: 4117.81 ms [2021-05-19 22:07:49 main:581] : INFO : Epoch 2004 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 3805.75 ms [2021-05-19 22:07:54 main:581] : INFO : Epoch 2005 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 4411.17 ms [2021-05-19 22:07:58 main:581] : INFO : Epoch 2006 | loss: 0.0312007 | val_loss: 0.0312014 | Time: 4746.29 ms [2021-05-19 22:08:03 main:581] : INFO : Epoch 2007 | loss: 0.031201 | val_loss: 0.0312003 | Time: 4496.02 ms [2021-05-19 22:08:07 main:581] : INFO : Epoch 2008 | loss: 0.0312018 | val_loss: 0.0312069 | Time: 4224.4 ms [2021-05-19 22:08:11 main:581] : INFO : Epoch 2009 | loss: 0.0312059 | val_loss: 0.0312014 | Time: 3906.37 ms [2021-05-19 22:08:15 main:581] : INFO : Epoch 2010 | loss: 0.0312029 | val_loss: 0.0312 | Time: 3978.79 ms [2021-05-19 22:08:19 main:581] : INFO : Epoch 2011 | loss: 0.0312012 | val_loss: 0.0312002 | Time: 4006.55 ms [2021-05-19 22:08:23 main:581] : INFO : Epoch 2012 | loss: 0.0311994 | val_loss: 0.0311999 | Time: 3894.95 ms [2021-05-19 22:08:27 main:581] : INFO : Epoch 2013 | loss: 0.0312022 | val_loss: 0.0312022 | Time: 4147.26 ms [2021-05-19 22:08:32 main:581] : INFO : Epoch 2014 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 4458.65 ms [2021-05-19 22:08:36 main:581] : INFO : Epoch 2015 | loss: 0.0311991 | val_loss: 0.0311987 | Time: 4279.49 ms [2021-05-19 22:08:40 main:581] : INFO : Epoch 2016 | loss: 0.0311986 | val_loss: 0.0311989 | Time: 4240.29 ms [2021-05-19 22:08:44 main:581] : INFO : Epoch 2017 | loss: 0.0311984 | val_loss: 0.0312004 | Time: 4025.22 ms [2021-05-19 22:08:48 main:581] : INFO : Epoch 2018 | loss: 0.0311981 | val_loss: 0.0311992 | Time: 4247.44 ms [2021-05-19 22:08:52 main:581] : INFO : Epoch 2019 | loss: 0.0311979 | val_loss: 0.0311991 | Time: 3726.51 ms [2021-05-19 22:08:56 main:581] : INFO : Epoch 2020 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 4075.74 ms [2021-05-19 22:09:00 main:581] : INFO : Epoch 2021 | loss: 0.031198 | val_loss: 0.0311985 | Time: 4366.96 ms [2021-05-19 22:09:05 main:581] : INFO : Epoch 2022 | loss: 0.0311976 | val_loss: 0.031201 | Time: 4062.7 ms [2021-05-19 22:09:09 main:581] : INFO : Epoch 2023 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 4120.82 ms [2021-05-19 22:09:13 main:581] : INFO : Epoch 2024 | loss: 0.0311978 | val_loss: 0.0311978 | Time: 4223.38 ms [2021-05-19 22:09:17 main:581] : INFO : Epoch 2025 | loss: 0.0311969 | val_loss: 0.031198 | Time: 3955.05 ms [2021-05-19 22:09:21 main:581] : INFO : Epoch 2026 | loss: 0.0311993 | val_loss: 0.0311994 | Time: 4195.35 ms [2021-05-19 22:09:25 main:581] : INFO : Epoch 2027 | loss: 0.0311975 | val_loss: 0.0311974 | Time: 3810.68 ms [2021-05-19 22:09:29 main:581] : INFO : Epoch 2028 | loss: 0.0311977 | val_loss: 0.0311974 | Time: 3994.5 ms [2021-05-19 22:09:33 main:581] : INFO : Epoch 2029 | loss: 0.0311973 | val_loss: 0.0311975 | Time: 4071.85 ms [2021-05-19 22:09:37 main:581] : INFO : Epoch 2030 | loss: 0.0311972 | val_loss: 0.031198 | Time: 4021.26 ms [2021-05-19 22:09:41 main:581] : INFO : Epoch 2031 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 3596.2 ms [2021-05-19 22:09:45 main:581] : INFO : Epoch 2032 | loss: 0.0311971 | val_loss: 0.0311971 | Time: 4196.62 ms [2021-05-19 22:09:49 main:581] : INFO : Epoch 2033 | loss: 0.0311988 | val_loss: 0.031202 | Time: 4052.16 ms [2021-05-19 22:09:53 main:581] : INFO : Epoch 2034 | loss: 0.0311973 | val_loss: 0.0311989 | Time: 3855.31 ms [2021-05-19 22:09:57 main:581] : INFO : Epoch 2035 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 3961 ms [2021-05-19 22:10:00 main:581] : INFO : Epoch 2036 | loss: 0.0311995 | val_loss: 0.0312008 | Time: 3555.72 ms [2021-05-19 22:10:04 main:581] : INFO : Epoch 2037 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 4091.17 ms [2021-05-19 22:10:08 main:581] : INFO : Epoch 2038 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 3518.83 ms [2021-05-19 22:10:11 main:581] : INFO : Epoch 2039 | loss: 0.0311972 | val_loss: 0.0311974 | Time: 3557.38 ms [2021-05-19 22:10:16 main:581] : INFO : Epoch 2040 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 4427.4 ms [2021-05-19 22:10:20 main:581] : INFO : Epoch 2041 | loss: 0.031197 | val_loss: 0.031197 | Time: 4126.2 ms [2021-05-19 22:10:24 main:581] : INFO : Epoch 2042 | loss: 0.0311955 | val_loss: 0.0311985 | Time: 4031.17 ms [2021-05-19 22:10:28 main:581] : INFO : Epoch 2043 | loss: 0.031196 | val_loss: 0.0311968 | Time: 4229.59 ms [2021-05-19 22:10:32 main:581] : INFO : Epoch 2044 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 3724.92 ms [2021-05-19 22:10:35 main:581] : INFO : Epoch 2045 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 3485.59 ms [2021-05-19 22:10:39 main:581] : INFO : Epoch 2046 | loss: 0.0311967 | val_loss: 0.0312034 | Time: 3500.67 ms [2021-05-19 22:10:43 main:581] : INFO : Epoch 2047 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 4016.29 ms [2021-05-19 22:10:47 main:581] : INFO : Epoch 2048 | loss: 0.0311945 | val_loss: 0.0311973 | Time: 4274.55 ms [2021-05-19 22:10:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311973 [2021-05-19 22:10:47 main:610] : INFO : Saving end state to config to file [2021-05-19 22:10:47 main:615] : INFO : Success, exiting.. 22:10:47 (6311): 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)