Task 10843081
| Name | ParityModified-1639958339-19123-2-0_0 |
| Workunit | 8151220 |
| Created | 17 Jan 2022, 9:25:19 UTC |
| Sent | 5 Feb 2022, 4:25:09 UTC |
| Report deadline | 13 Feb 2022, 4:25:09 UTC |
| Received | 5 Feb 2022, 14:25:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 53 min 18 sec |
| CPU time | 4 hours 40 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.77 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312178 | val_loss: 0.0312124 | Time: 5923.38 ms [2022-02-05 06:16:27 main:574] : INFO : Epoch 1543 | loss: 0.0312196 | val_loss: 0.0312128 | Time: 5876.55 ms [2022-02-05 06:16:33 main:574] : INFO : Epoch 1544 | loss: 0.0312191 | val_loss: 0.0312241 | Time: 5873.14 ms [2022-02-05 06:16:39 main:574] : INFO : Epoch 1545 | loss: 0.0312198 | val_loss: 0.0312156 | Time: 5903.45 ms [2022-02-05 06:16:45 main:574] : INFO : Epoch 1546 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 5907.16 ms [2022-02-05 06:16:51 main:574] : INFO : Epoch 1547 | loss: 0.0312179 | val_loss: 0.0312101 | Time: 5925.24 ms [2022-02-05 06:16:57 main:574] : INFO : Epoch 1548 | loss: 0.031217 | val_loss: 0.031213 | Time: 5975.8 ms [2022-02-05 06:17:03 main:574] : INFO : Epoch 1549 | loss: 0.0312173 | val_loss: 0.0312128 | Time: 5876.52 ms [2022-02-05 06:17:08 main:574] : INFO : Epoch 1550 | loss: 0.0312169 | val_loss: 0.0312162 | Time: 5776.3 ms [2022-02-05 06:17:14 main:574] : INFO : Epoch 1551 | loss: 0.0312193 | val_loss: 0.031212 | Time: 5720.76 ms [2022-02-05 06:17:20 main:574] : INFO : Epoch 1552 | loss: 0.0312199 | val_loss: 0.0312144 | Time: 5949 ms [2022-02-05 06:17:26 main:574] : INFO : Epoch 1553 | loss: 0.0312177 | val_loss: 0.0312117 | Time: 6372.55 ms [2022-02-05 06:17:33 main:574] : INFO : Epoch 1554 | loss: 0.0312178 | val_loss: 0.0312128 | Time: 6337.27 ms [2022-02-05 06:17:39 main:574] : INFO : Epoch 1555 | loss: 0.0312191 | val_loss: 0.0312169 | Time: 6543.22 ms [2022-02-05 06:17:46 main:574] : INFO : Epoch 1556 | loss: 0.0312201 | val_loss: 0.0312117 | Time: 6483.06 ms [2022-02-05 06:17:52 main:574] : INFO : Epoch 1557 | loss: 0.0312175 | val_loss: 0.0312121 | Time: 6355.16 ms [2022-02-05 06:17:58 main:574] : INFO : Epoch 1558 | loss: 0.0312215 | val_loss: 0.0312208 | Time: 5931.19 ms [2022-02-05 06:18:04 main:574] : INFO : Epoch 1559 | loss: 0.0312195 | val_loss: 0.0312132 | Time: 5836.5 ms [2022-02-05 06:18:10 main:574] : INFO : Epoch 1560 | loss: 0.0312215 | val_loss: 0.0312136 | Time: 5929.95 ms [2022-02-05 06:18:16 main:574] : INFO : Epoch 1561 | loss: 0.031221 | val_loss: 0.0312164 | Time: 5988.75 ms [2022-02-05 06:18:22 main:574] : INFO : Epoch 1562 | loss: 0.0312212 | val_loss: 0.0312138 | Time: 5814.58 ms [2022-02-05 06:18:28 main:574] : INFO : Epoch 1563 | loss: 0.0312188 | val_loss: 0.0312122 | Time: 5907.04 ms [2022-02-05 06:18:34 main:574] : INFO : Epoch 1564 | loss: 0.0312191 | val_loss: 0.0312127 | Time: 5946.23 ms [2022-02-05 06:18:40 main:574] : INFO : Epoch 1565 | loss: 0.0312201 | val_loss: 0.0312362 | Time: 5993 ms [2022-02-05 06:18:45 main:574] : INFO : Epoch 1566 | loss: 0.0312265 | val_loss: 0.0312104 | Time: 5910.28 ms [2022-02-05 06:18:51 main:574] : INFO : Epoch 1567 | loss: 0.0312255 | val_loss: 0.0312158 | Time: 5820.05 ms [2022-02-05 06:18:57 main:574] : INFO : Epoch 1568 | loss: 0.0312207 | val_loss: 0.0312138 | Time: 6107.53 ms [2022-02-05 06:19:03 main:574] : INFO : Epoch 1569 | loss: 0.0312165 | val_loss: 0.031211 | Time: 5785.38 ms [2022-02-05 06:19:09 main:574] : INFO : Epoch 1570 | loss: 0.0312161 | val_loss: 0.0312124 | Time: 6066.76 ms [2022-02-05 06:19:15 main:574] : INFO : Epoch 1571 | loss: 0.0312184 | val_loss: 0.0312162 | Time: 5926.95 ms [2022-02-05 06:19:21 main:574] : INFO : Epoch 1572 | loss: 0.0312195 | val_loss: 0.0312212 | Time: 5890.82 ms [2022-02-05 06:19:27 main:574] : INFO : Epoch 1573 | loss: 0.0312175 | val_loss: 0.0312112 | Time: 5927.38 ms [2022-02-05 06:19:33 main:574] : INFO : Epoch 1574 | loss: 0.031218 | val_loss: 0.0312126 | Time: 5789.18 ms [2022-02-05 06:19:39 main:574] : INFO : Epoch 1575 | loss: 0.0312175 | val_loss: 0.0312121 | Time: 5894.81 ms [2022-02-05 06:19:45 main:574] : INFO : Epoch 1576 | loss: 0.0312162 | val_loss: 0.0312149 | Time: 5914.97 ms [2022-02-05 06:19:51 main:574] : INFO : Epoch 1577 | loss: 0.0312184 | val_loss: 0.031212 | Time: 6024.44 ms [2022-02-05 06:19:57 main:574] : INFO : Epoch 1578 | loss: 0.0312171 | val_loss: 0.0312108 | Time: 5981.7 ms [2022-02-05 06:20:03 main:574] : INFO : Epoch 1579 | loss: 0.0312175 | val_loss: 0.0312125 | Time: 5902.09 ms [2022-02-05 06:20:09 main:574] : INFO : Epoch 1580 | loss: 0.0312196 | val_loss: 0.0312108 | Time: 5910.25 ms [2022-02-05 06:20:14 main:574] : INFO : Epoch 1581 | loss: 0.0312231 | val_loss: 0.0312279 | Time: 5888.86 ms [2022-02-05 06:20:20 main:574] : INFO : Epoch 1582 | loss: 0.0312189 | val_loss: 0.03121 | Time: 6017.61 ms [2022-02-05 06:20:26 main:574] : INFO : Epoch 1583 | loss: 0.0312169 | val_loss: 0.0312172 | Time: 5940.72 ms [2022-02-05 06:20:32 main:574] : INFO : Epoch 1584 | loss: 0.0312188 | val_loss: 0.031213 | Time: 5908.74 ms [2022-02-05 06:20:38 main:574] : INFO : Epoch 1585 | loss: 0.0312166 | val_loss: 0.0312104 | Time: 5796.96 ms [2022-02-05 06:20:44 main:574] : INFO : Epoch 1586 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 5880.4 ms [2022-02-05 06:20:50 main:574] : INFO : Epoch 1587 | loss: 0.0312219 | val_loss: 0.0312127 | Time: 6118.21 ms [2022-02-05 06:20:56 main:574] : INFO : Epoch 1588 | loss: 0.0312179 | val_loss: 0.0312121 | Time: 6077.82 ms [2022-02-05 06:21:02 main:574] : INFO : Epoch 1589 | loss: 0.0312168 | val_loss: 0.0312216 | Time: 5905.19 ms [2022-02-05 06:21:08 main:574] : INFO : Epoch 1590 | loss: 0.0312192 | val_loss: 0.0312132 | Time: 6035.1 ms [2022-02-05 06:21:14 main:574] : INFO : Epoch 1591 | loss: 0.0312171 | val_loss: 0.0312097 | Time: 5760.65 ms [2022-02-05 06:21:20 main:574] : INFO : Epoch 1592 | loss: 0.0312185 | val_loss: 0.0312201 | Time: 5864.9 ms [2022-02-05 06:21:26 main:574] : INFO : Epoch 1593 | loss: 0.0312194 | val_loss: 0.0312096 | Time: 5927.04 ms [2022-02-05 06:21:32 main:574] : INFO : Epoch 1594 | loss: 0.0312177 | val_loss: 0.0312125 | Time: 6020.55 ms [2022-02-05 06:21:38 main:574] : INFO : Epoch 1595 | loss: 0.0312185 | val_loss: 0.0312171 | Time: 6015.85 ms [2022-02-05 06:21:44 main:574] : INFO : Epoch 1596 | loss: 0.031217 | val_loss: 0.0312102 | Time: 5867.75 ms [2022-02-05 06:21:50 main:574] : INFO : Epoch 1597 | loss: 0.0312167 | val_loss: 0.0312112 | Time: 6099.48 ms [2022-02-05 06:21:56 main:574] : INFO : Epoch 1598 | loss: 0.0312188 | val_loss: 0.0312204 | Time: 5983.04 ms [2022-02-05 06:22:02 main:574] : INFO : Epoch 1599 | loss: 0.0312175 | val_loss: 0.0312091 | Time: 5838.42 ms [2022-02-05 06:22:07 main:574] : INFO : Epoch 1600 | loss: 0.0312163 | val_loss: 0.0312112 | Time: 5763.61 ms [2022-02-05 06:22:13 main:574] : INFO : Epoch 1601 | loss: 0.0312174 | val_loss: 0.0312122 | Time: 5940.71 ms [2022-02-05 06:22:19 main:574] : INFO : Epoch 1602 | loss: 0.031224 | val_loss: 0.0312147 | Time: 5980.59 ms [2022-02-05 06:22:25 main:574] : INFO : Epoch 1603 | loss: 0.0312198 | val_loss: 0.0312127 | Time: 5940.52 ms [2022-02-05 06:22:31 main:574] : INFO : Epoch 1604 | loss: 0.0312165 | val_loss: 0.0312176 | Time: 5806.09 ms [2022-02-05 06:22:37 main:574] : INFO : Epoch 1605 | loss: 0.0312169 | val_loss: 0.0312135 | Time: 5823.96 ms [2022-02-05 06:22:43 main:574] : INFO : Epoch 1606 | loss: 0.0312161 | val_loss: 0.0312105 | Time: 5881.26 ms [2022-02-05 06:22:49 main:574] : INFO : Epoch 1607 | loss: 0.0312183 | val_loss: 0.0312111 | Time: 5938.15 ms [2022-02-05 06:22:55 main:574] : INFO : Epoch 1608 | loss: 0.0312166 | val_loss: 0.0312106 | Time: 5900.32 ms [2022-02-05 06:23:01 main:574] : INFO : Epoch 1609 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 5891.06 ms [2022-02-05 06:23:07 main:574] : INFO : Epoch 1610 | loss: 0.031219 | val_loss: 0.0312114 | Time: 6048.46 ms [2022-02-05 06:23:13 main:574] : INFO : Epoch 1611 | loss: 0.0312185 | val_loss: 0.0312114 | Time: 6028.96 ms [2022-02-05 06:23:18 main:574] : INFO : Epoch 1612 | loss: 0.0312171 | val_loss: 0.0312109 | Time: 5703.32 ms [2022-02-05 06:23:24 main:574] : INFO : Epoch 1613 | loss: 0.0312183 | val_loss: 0.0312111 | Time: 6118.7 ms [2022-02-05 06:23:30 main:574] : INFO : Epoch 1614 | loss: 0.0312185 | val_loss: 0.0312106 | Time: 5834.47 ms [2022-02-05 06:23:36 main:574] : INFO : Epoch 1615 | loss: 0.0312208 | val_loss: 0.0312101 | Time: 5933.81 ms [2022-02-05 06:23:42 main:574] : INFO : Epoch 1616 | loss: 0.0312182 | val_loss: 0.0312116 | Time: 5845.37 ms [2022-02-05 06:23:48 main:574] : INFO : Epoch 1617 | loss: 0.0312205 | val_loss: 0.0312183 | Time: 5784.67 ms [2022-02-05 06:23:54 main:574] : INFO : Epoch 1618 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 5829.79 ms [2022-02-05 06:24:00 main:574] : INFO : Epoch 1619 | loss: 0.0312195 | val_loss: 0.0312185 | Time: 6038.82 ms [2022-02-05 06:24:06 main:574] : INFO : Epoch 1620 | loss: 0.0312169 | val_loss: 0.0312096 | Time: 6054.88 ms [2022-02-05 06:24:12 main:574] : INFO : Epoch 1621 | loss: 0.0312163 | val_loss: 0.0312163 | Time: 5913.42 ms [2022-02-05 06:24:18 main:574] : INFO : Epoch 1622 | loss: 0.0312177 | val_loss: 0.0312104 | Time: 6004.18 ms [2022-02-05 06:24:24 main:574] : INFO : Epoch 1623 | loss: 0.031216 | val_loss: 0.0312103 | Time: 5839.62 ms [2022-02-05 06:24:30 main:574] : INFO : Epoch 1624 | loss: 0.0312159 | val_loss: 0.0312112 | Time: 5881.77 ms [2022-02-05 06:24:35 main:574] : INFO : Epoch 1625 | loss: 0.0312166 | val_loss: 0.0312122 | Time: 5791.13 ms [2022-02-05 06:24:41 main:574] : INFO : Epoch 1626 | loss: 0.0312172 | val_loss: 0.0312162 | Time: 5445 ms [2022-02-05 06:24:46 main:574] : INFO : Epoch 1627 | loss: 0.0312163 | val_loss: 0.0312101 | Time: 5521.17 ms [2022-02-05 06:24:52 main:574] : INFO : Epoch 1628 | loss: 0.0312194 | val_loss: 0.0312145 | Time: 5877.69 ms [2022-02-05 07:24:53 main:574] : INFO : Epoch 1629 | loss: 0.0312185 | val_loss: 0.0312186 | Time: 3.60039e+06 ms [2022-02-05 07:24:57 main:574] : INFO : Epoch 1630 | loss: 0.03122 | val_loss: 0.0312096 | Time: 4501.47 ms [2022-02-05 07:25:01 main:574] : INFO : Epoch 1631 | loss: 0.0312152 | val_loss: 0.0312134 | Time: 4261.1 ms [2022-02-05 07:25:05 main:574] : INFO : Epoch 1632 | loss: 0.0312189 | val_loss: 0.0312132 | Time: 4091.13 ms [2022-02-05 07:25:09 main:574] : INFO : Epoch 1633 | loss: 0.0312175 | val_loss: 0.0312088 | Time: 3990.32 ms [2022-02-05 07:25:15 main:574] : INFO : Epoch 1634 | loss: 0.0312155 | val_loss: 0.0312097 | Time: 5210.22 ms [2022-02-05 07:25:20 main:574] : INFO : Epoch 1635 | loss: 0.0312157 | val_loss: 0.0312095 | Time: 5673.79 ms [2022-02-05 07:25:26 main:574] : INFO : Epoch 1636 | loss: 0.0312171 | val_loss: 0.0312084 | Time: 5249.36 ms [2022-02-05 07:25:31 main:574] : INFO : Epoch 1637 | loss: 0.0312238 | val_loss: 0.0312214 | Time: 5311.47 ms [2022-02-05 07:26:23 main:574] : INFO : Epoch 1638 | loss: 0.0312204 | val_loss: 0.0312135 | Time: 52031.2 ms [2022-02-05 07:26:27 main:574] : INFO : Epoch 1639 | loss: 0.0312204 | val_loss: 0.0312121 | Time: 4207.32 ms [2022-02-05 07:26:31 main:574] : INFO : Epoch 1640 | loss: 0.0312177 | val_loss: 0.0312104 | Time: 4124.27 ms [2022-02-05 07:26:36 main:574] : INFO : Epoch 1641 | loss: 0.0312185 | val_loss: 0.0312117 | Time: 4787.14 ms [2022-02-05 07:26:41 main:574] : INFO : Epoch 1642 | loss: 0.0312164 | val_loss: 0.0312087 | Time: 4927.4 ms [2022-02-05 07:26:47 main:574] : INFO : Epoch 1643 | loss: 0.0312153 | val_loss: 0.0312083 | Time: 5608.91 ms [2022-02-05 07:26:52 main:574] : INFO : Epoch 1644 | loss: 0.0312173 | val_loss: 0.0312099 | Time: 5750.42 ms [2022-02-05 07:26:58 main:574] : INFO : Epoch 1645 | loss: 0.0312176 | val_loss: 0.0312183 | Time: 5699.21 ms [2022-02-05 07:27:04 main:574] : INFO : Epoch 1646 | loss: 0.0312196 | val_loss: 0.0312129 | Time: 5769.59 ms [2022-02-05 07:27:09 main:574] : INFO : Epoch 1647 | loss: 0.0312163 | val_loss: 0.0312115 | Time: 5542.04 ms [2022-02-05 07:27:15 main:574] : INFO : Epoch 1648 | loss: 0.0312179 | val_loss: 0.0312112 | Time: 5677.03 ms [2022-02-05 07:27:21 main:574] : INFO : Epoch 1649 | loss: 0.0312167 | val_loss: 0.0312159 | Time: 5830.35 ms [2022-02-05 07:27:27 main:574] : INFO : Epoch 1650 | loss: 0.0312198 | val_loss: 0.0312198 | Time: 5782.83 ms [2022-02-05 07:27:33 main:574] : INFO : Epoch 1651 | loss: 0.0312203 | val_loss: 0.0312186 | Time: 5806.89 ms [2022-02-05 07:27:38 main:574] : INFO : Epoch 1652 | loss: 0.0312182 | val_loss: 0.0312095 | Time: 5678.81 ms [2022-02-05 07:27:44 main:574] : INFO : Epoch 1653 | loss: 0.0312157 | val_loss: 0.0312086 | Time: 5825.91 ms [2022-02-05 07:27:50 main:574] : INFO : Epoch 1654 | loss: 0.0312154 | val_loss: 0.0312094 | Time: 5899.62 ms [2022-02-05 07:27:56 main:574] : INFO : Epoch 1655 | loss: 0.0312155 | val_loss: 0.0312086 | Time: 5805.09 ms [2022-02-05 07:28:01 main:574] : INFO : Epoch 1656 | loss: 0.0312156 | val_loss: 0.0312085 | Time: 5714.06 ms [2022-02-05 07:28:07 main:574] : INFO : Epoch 1657 | loss: 0.0312169 | val_loss: 0.031216 | Time: 5825.63 ms [2022-02-05 07:28:13 main:574] : INFO : Epoch 1658 | loss: 0.0312216 | val_loss: 0.0312294 | Time: 5879.78 ms [2022-02-05 07:28:19 main:574] : INFO : Epoch 1659 | loss: 0.0312237 | val_loss: 0.0312215 | Time: 5753.75 ms [2022-02-05 07:28:25 main:574] : INFO : Epoch 1660 | loss: 0.0312214 | val_loss: 0.0312135 | Time: 5925 ms [2022-02-05 07:28:31 main:574] : INFO : Epoch 1661 | loss: 0.0312171 | val_loss: 0.0312155 | Time: 5937.13 ms [2022-02-05 07:28:37 main:574] : INFO : Epoch 1662 | loss: 0.0312191 | val_loss: 0.0312156 | Time: 5857.87 ms [2022-02-05 07:28:43 main:574] : INFO : Epoch 1663 | loss: 0.0312197 | val_loss: 0.0312147 | Time: 5889.12 ms [2022-02-05 07:28:48 main:574] : INFO : Epoch 1664 | loss: 0.0312167 | val_loss: 0.0312135 | Time: 5765.73 ms [2022-02-05 07:28:54 main:574] : INFO : Epoch 1665 | loss: 0.0312192 | val_loss: 0.0312221 | Time: 5904.04 ms [2022-02-05 07:29:00 main:574] : INFO : Epoch 1666 | loss: 0.031219 | val_loss: 0.0312127 | Time: 5926.51 ms [2022-02-05 07:29:06 main:574] : INFO : Epoch 1667 | loss: 0.0312175 | val_loss: 0.031214 | Time: 5941.23 ms [2022-02-05 07:29:12 main:574] : INFO : Epoch 1668 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 5694.5 ms [2022-02-05 07:29:18 main:574] : INFO : Epoch 1669 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 5796.45 ms [2022-02-05 07:29:24 main:574] : INFO : Epoch 1670 | loss: 0.0312189 | val_loss: 0.0312124 | Time: 5944.48 ms [2022-02-05 07:29:30 main:574] : INFO : Epoch 1671 | loss: 0.0312162 | val_loss: 0.0312128 | Time: 5917.71 ms [2022-02-05 07:29:35 main:574] : INFO : Epoch 1672 | loss: 0.0312171 | val_loss: 0.031215 | Time: 5716.15 ms [2022-02-05 07:29:41 main:574] : INFO : Epoch 1673 | loss: 0.0312167 | val_loss: 0.031213 | Time: 5847.14 ms [2022-02-05 07:29:47 main:574] : INFO : Epoch 1674 | loss: 0.0312165 | val_loss: 0.0312118 | Time: 5870.39 ms [2022-02-05 07:29:52 main:574] : INFO : Epoch 1675 | loss: 0.0312175 | val_loss: 0.0312141 | Time: 5388.41 ms [2022-02-05 07:29:58 main:574] : INFO : Epoch 1676 | loss: 0.0312172 | val_loss: 0.0312115 | Time: 5371.77 ms [2022-02-05 07:30:03 main:574] : INFO : Epoch 1677 | loss: 0.0312168 | val_loss: 0.0312135 | Time: 5442.59 ms [2022-02-05 07:30:09 main:574] : INFO : Epoch 1678 | loss: 0.0312166 | val_loss: 0.031215 | Time: 5359.5 ms [2022-02-05 07:30:14 main:574] : INFO : Epoch 1679 | loss: 0.0312225 | val_loss: 0.0312161 | Time: 5336.7 ms [2022-02-05 07:30:20 main:574] : INFO : Epoch 1680 | loss: 0.0312223 | val_loss: 0.0312232 | Time: 5583.34 ms [2022-02-05 07:30:25 main:574] : INFO : Epoch 1681 | loss: 0.0312188 | val_loss: 0.0312111 | Time: 5291.13 ms [2022-02-05 07:30:30 main:574] : INFO : Epoch 1682 | loss: 0.0312171 | val_loss: 0.0312198 | Time: 5475.27 ms [2022-02-05 07:30:36 main:574] : INFO : Epoch 1683 | loss: 0.0312195 | val_loss: 0.0312126 | Time: 5531.93 ms [2022-02-05 07:30:41 main:574] : INFO : Epoch 1684 | loss: 0.0312156 | val_loss: 0.0312151 | Time: 5579.53 ms [2022-02-05 07:30:47 main:574] : INFO : Epoch 1685 | loss: 0.0312165 | val_loss: 0.0312138 | Time: 5406.26 ms [2022-02-05 07:30:52 main:574] : INFO : Epoch 1686 | loss: 0.0312169 | val_loss: 0.0312116 | Time: 5560.59 ms [2022-02-05 07:30:58 main:574] : INFO : Epoch 1687 | loss: 0.0312164 | val_loss: 0.0312116 | Time: 5430.84 ms [2022-02-05 07:31:03 main:574] : INFO : Epoch 1688 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 5443.23 ms [2022-02-05 07:31:09 main:574] : INFO : Epoch 1689 | loss: 0.0312205 | val_loss: 0.0312129 | Time: 5584.6 ms [2022-02-05 07:31:15 main:574] : INFO : Epoch 1690 | loss: 0.031218 | val_loss: 0.0312213 | Time: 5657.04 ms [2022-02-05 07:31:20 main:574] : INFO : Epoch 1691 | loss: 0.031224 | val_loss: 0.0312157 | Time: 5383.3 ms [2022-02-05 07:31:25 main:574] : INFO : Epoch 1692 | loss: 0.0312166 | val_loss: 0.0312112 | Time: 5511.89 ms [2022-02-05 07:31:31 main:574] : INFO : Epoch 1693 | loss: 0.0312165 | val_loss: 0.0312124 | Time: 5498.05 ms [2022-02-05 07:31:36 main:574] : INFO : Epoch 1694 | loss: 0.0312207 | val_loss: 0.0312171 | Time: 5465.67 ms [2022-02-05 07:31:42 main:574] : INFO : Epoch 1695 | loss: 0.0312167 | val_loss: 0.031213 | Time: 5565.44 ms [2022-02-05 07:31:48 main:574] : INFO : Epoch 1696 | loss: 0.0312164 | val_loss: 0.0312119 | Time: 5506.48 ms [2022-02-05 07:31:53 main:574] : INFO : Epoch 1697 | loss: 0.0312167 | val_loss: 0.0312125 | Time: 5440.63 ms [2022-02-05 07:31:58 main:574] : INFO : Epoch 1698 | loss: 0.0312163 | val_loss: 0.0312107 | Time: 5428.07 ms [2022-02-05 07:32:04 main:574] : INFO : Epoch 1699 | loss: 0.0312177 | val_loss: 0.0312161 | Time: 5511.61 ms [2022-02-05 07:32:09 main:574] : INFO : Epoch 1700 | loss: 0.0312183 | val_loss: 0.0312119 | Time: 5400.72 ms [2022-02-05 07:32:15 main:574] : INFO : Epoch 1701 | loss: 0.0312156 | val_loss: 0.0312117 | Time: 5827.78 ms [2022-02-05 07:32:21 main:574] : INFO : Epoch 1702 | loss: 0.0312164 | val_loss: 0.031212 | Time: 5833.76 ms [2022-02-05 07:32:26 main:574] : INFO : Epoch 1703 | loss: 0.0312168 | val_loss: 0.0312118 | Time: 5378.29 ms [2022-02-05 07:32:32 main:574] : INFO : Epoch 1704 | loss: 0.031218 | val_loss: 0.0312141 | Time: 5537.5 ms [2022-02-05 07:32:37 main:574] : INFO : Epoch 1705 | loss: 0.0312193 | val_loss: 0.031217 | Time: 5462.74 ms [2022-02-05 07:32:43 main:574] : INFO : Epoch 1706 | loss: 0.0312171 | val_loss: 0.0312145 | Time: 5450.28 ms [2022-02-05 07:32:48 main:574] : INFO : Epoch 1707 | loss: 0.031216 | val_loss: 0.0312126 | Time: 5450.65 ms [2022-02-05 07:32:54 main:574] : INFO : Epoch 1708 | loss: 0.0312198 | val_loss: 0.031215 | Time: 5906.48 ms [2022-02-05 07:33:00 main:574] : INFO : Epoch 1709 | loss: 0.0312187 | val_loss: 0.0312114 | Time: 5922.84 ms [2022-02-05 07:33:06 main:574] : INFO : Epoch 1710 | loss: 0.0312164 | val_loss: 0.0312111 | Time: 5866.96 ms [2022-02-05 07:33:12 main:574] : INFO : Epoch 1711 | loss: 0.031216 | val_loss: 0.0312123 | Time: 5895.76 ms [2022-02-05 07:33:18 main:574] : INFO : Epoch 1712 | loss: 0.0312184 | val_loss: 0.031213 | Time: 5936.66 ms [2022-02-05 07:33:24 main:574] : INFO : Epoch 1713 | loss: 0.031217 | val_loss: 0.0312185 | Time: 6016.66 ms [2022-02-05 07:33:30 main:574] : INFO : Epoch 1714 | loss: 0.0312236 | val_loss: 0.0312139 | Time: 5911.13 ms [2022-02-05 07:33:36 main:574] : INFO : Epoch 1715 | loss: 0.0312174 | val_loss: 0.0312121 | Time: 5961.31 ms [2022-02-05 07:33:42 main:574] : INFO : Epoch 1716 | loss: 0.0312161 | val_loss: 0.0312122 | Time: 5911.96 ms [2022-02-05 07:33:48 main:574] : INFO : Epoch 1717 | loss: 0.0312165 | val_loss: 0.0312102 | Time: 5868.72 ms [2022-02-05 07:33:54 main:574] : INFO : Epoch 1718 | loss: 0.0312157 | val_loss: 0.0312129 | Time: 5965.05 ms [2022-02-05 07:33:59 main:574] : INFO : Epoch 1719 | loss: 0.0312164 | val_loss: 0.0312109 | Time: 5900.93 ms [2022-02-05 07:34:05 main:574] : INFO : Epoch 1720 | loss: 0.0312167 | val_loss: 0.0312123 | Time: 5821.2 ms [2022-02-05 07:34:11 main:574] : INFO : Epoch 1721 | loss: 0.0312172 | val_loss: 0.0312129 | Time: 5735.58 ms [2022-02-05 07:34:17 main:574] : INFO : Epoch 1722 | loss: 0.0312199 | val_loss: 0.0312101 | Time: 5910.12 ms [2022-02-05 07:34:23 main:574] : INFO : Epoch 1723 | loss: 0.0312174 | val_loss: 0.0312133 | Time: 6146.98 ms [2022-02-05 07:34:29 main:574] : INFO : Epoch 1724 | loss: 0.0312186 | val_loss: 0.0312109 | Time: 5912.21 ms [2022-02-05 07:34:35 main:574] : INFO : Epoch 1725 | loss: 0.0312168 | val_loss: 0.0312115 | Time: 5972.29 ms [2022-02-05 07:34:41 main:574] : INFO : Epoch 1726 | loss: 0.0312218 | val_loss: 0.0312131 | Time: 5974.29 ms [2022-02-05 07:34:47 main:574] : INFO : Epoch 1727 | loss: 0.0312206 | val_loss: 0.0312135 | Time: 5846.37 ms [2022-02-05 07:34:53 main:574] : INFO : Epoch 1728 | loss: 0.0312164 | val_loss: 0.0312106 | Time: 5949.58 ms [2022-02-05 07:34:59 main:574] : INFO : Epoch 1729 | loss: 0.0312156 | val_loss: 0.0312162 | Time: 5958.32 ms [2022-02-05 07:35:05 main:574] : INFO : Epoch 1730 | loss: 0.0312184 | val_loss: 0.0312153 | Time: 5869.6 ms [2022-02-05 07:35:10 main:574] : INFO : Epoch 1731 | loss: 0.0312161 | val_loss: 0.0312098 | Time: 5779.63 ms [2022-02-05 07:35:16 main:574] : INFO : Epoch 1732 | loss: 0.0312167 | val_loss: 0.0312124 | Time: 5909.26 ms [2022-02-05 07:35:22 main:574] : INFO : Epoch 1733 | loss: 0.031216 | val_loss: 0.0312111 | Time: 5914.53 ms [2022-02-05 07:35:28 main:574] : INFO : Epoch 1734 | loss: 0.0312165 | val_loss: 0.0312112 | Time: 6043.33 ms [2022-02-05 07:35:34 main:574] : INFO : Epoch 1735 | loss: 0.0312165 | val_loss: 0.0312173 | Time: 5900.82 ms [2022-02-05 07:35:40 main:574] : INFO : Epoch 1736 | loss: 0.0312186 | val_loss: 0.0312105 | Time: 5940.63 ms [2022-02-05 07:35:46 main:574] : INFO : Epoch 1737 | loss: 0.0312174 | val_loss: 0.0312143 | Time: 5856.81 ms [2022-02-05 07:35:52 main:574] : INFO : Epoch 1738 | loss: 0.0312165 | val_loss: 0.0312101 | Time: 5856.62 ms [2022-02-05 07:35:58 main:574] : INFO : Epoch 1739 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 6012.08 ms [2022-02-05 07:36:04 main:574] : INFO : Epoch 1740 | loss: 0.031219 | val_loss: 0.031211 | Time: 5790.95 ms [2022-02-05 07:36:10 main:574] : INFO : Epoch 1741 | loss: 0.0312163 | val_loss: 0.0312099 | Time: 5870.71 ms [2022-02-05 07:36:16 main:574] : INFO : Epoch 1742 | loss: 0.0312147 | val_loss: 0.0312095 | Time: 5899.53 ms [2022-02-05 07:36:21 main:574] : INFO : Epoch 1743 | loss: 0.0312156 | val_loss: 0.0312125 | Time: 5917.29 ms [2022-02-05 07:36:28 main:574] : INFO : Epoch 1744 | loss: 0.0312167 | val_loss: 0.0312103 | Time: 6087.31 ms [2022-02-05 07:36:34 main:574] : INFO : Epoch 1745 | loss: 0.0312155 | val_loss: 0.0312101 | Time: 6047.75 ms [2022-02-05 07:36:40 main:574] : INFO : Epoch 1746 | loss: 0.0312146 | val_loss: 0.0312106 | Time: 6061.76 ms [2022-02-05 07:36:46 main:574] : INFO : Epoch 1747 | loss: 0.0312171 | val_loss: 0.0312117 | Time: 6015.51 ms [2022-02-05 07:36:52 main:574] : INFO : Epoch 1748 | loss: 0.031217 | val_loss: 0.0312124 | Time: 5998.88 ms [2022-02-05 07:36:57 main:574] : INFO : Epoch 1749 | loss: 0.0312154 | val_loss: 0.0312087 | Time: 5696.04 ms [2022-02-05 07:37:03 main:574] : INFO : Epoch 1750 | loss: 0.0312141 | val_loss: 0.0312096 | Time: 6078.58 ms [2022-02-05 07:37:10 main:574] : INFO : Epoch 1751 | loss: 0.031213 | val_loss: 0.0312105 | Time: 6145.96 ms [2022-02-05 07:37:16 main:574] : INFO : Epoch 1752 | loss: 0.0312151 | val_loss: 0.0312099 | Time: 6441.58 ms [2022-02-05 07:37:22 main:574] : INFO : Epoch 1753 | loss: 0.0312172 | val_loss: 0.0312094 | Time: 6218.4 ms [2022-02-05 07:37:28 main:574] : INFO : Epoch 1754 | loss: 0.0312156 | val_loss: 0.031216 | Time: 6206.09 ms [2022-02-05 07:37:35 main:574] : INFO : Epoch 1755 | loss: 0.0312202 | val_loss: 0.0312149 | Time: 6183.01 ms [2022-02-05 07:37:41 main:574] : INFO : Epoch 1756 | loss: 0.0312196 | val_loss: 0.0312117 | Time: 5855.78 ms [2022-02-05 07:37:46 main:574] : INFO : Epoch 1757 | loss: 0.0312162 | val_loss: 0.0312098 | Time: 5774.05 ms [2022-02-05 07:37:52 main:574] : INFO : Epoch 1758 | loss: 0.031214 | val_loss: 0.0312148 | Time: 5955.82 ms [2022-02-05 07:37:58 main:574] : INFO : Epoch 1759 | loss: 0.031217 | val_loss: 0.0312095 | Time: 5781.11 ms [2022-02-05 07:38:04 main:574] : INFO : Epoch 1760 | loss: 0.0312153 | val_loss: 0.0312095 | Time: 6074.33 ms [2022-02-05 07:38:10 main:574] : INFO : Epoch 1761 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 5833.8 ms [2022-02-05 07:38:16 main:574] : INFO : Epoch 1762 | loss: 0.0312159 | val_loss: 0.0312108 | Time: 5940.95 ms [2022-02-05 07:38:22 main:574] : INFO : Epoch 1763 | loss: 0.0312141 | val_loss: 0.0312104 | Time: 5980.87 ms [2022-02-05 07:38:28 main:574] : INFO : Epoch 1764 | loss: 0.0312167 | val_loss: 0.0312155 | Time: 5865.32 ms [2022-02-05 07:38:34 main:574] : INFO : Epoch 1765 | loss: 0.0312158 | val_loss: 0.0312094 | Time: 6147.35 ms [2022-02-05 07:38:40 main:574] : INFO : Epoch 1766 | loss: 0.0312131 | val_loss: 0.0312074 | Time: 5906.55 ms [2022-02-05 07:38:46 main:574] : INFO : Epoch 1767 | loss: 0.0312132 | val_loss: 0.0312101 | Time: 5924.75 ms [2022-02-05 07:38:52 main:574] : INFO : Epoch 1768 | loss: 0.0312133 | val_loss: 0.0312097 | Time: 6163.43 ms [2022-02-05 07:38:58 main:574] : INFO : Epoch 1769 | loss: 0.0312146 | val_loss: 0.0312094 | Time: 5959.48 ms [2022-02-05 07:39:04 main:574] : INFO : Epoch 1770 | loss: 0.0312145 | val_loss: 0.0312095 | Time: 5913.01 ms [2022-02-05 07:39:10 main:574] : INFO : Epoch 1771 | loss: 0.0312172 | val_loss: 0.0312123 | Time: 5837.25 ms [2022-02-05 07:39:16 main:574] : INFO : Epoch 1772 | loss: 0.0312164 | val_loss: 0.0312159 | Time: 5820.09 ms [2022-02-05 07:39:21 main:574] : INFO : Epoch 1773 | loss: 0.0312169 | val_loss: 0.0312123 | Time: 5961.84 ms [2022-02-05 07:39:28 main:574] : INFO : Epoch 1774 | loss: 0.0312163 | val_loss: 0.0312087 | Time: 6019.13 ms [2022-02-05 07:39:33 main:574] : INFO : Epoch 1775 | loss: 0.0312136 | val_loss: 0.031208 | Time: 5825.51 ms [2022-02-05 07:39:39 main:574] : INFO : Epoch 1776 | loss: 0.0312135 | val_loss: 0.0312091 | Time: 5849.64 ms [2022-02-05 07:39:45 main:574] : INFO : Epoch 1777 | loss: 0.0312128 | val_loss: 0.0312098 | Time: 5904.54 ms [2022-02-05 07:39:51 main:574] : INFO : Epoch 1778 | loss: 0.0312137 | val_loss: 0.0312114 | Time: 6194.58 ms [2022-02-05 07:39:57 main:574] : INFO : Epoch 1779 | loss: 0.0312164 | val_loss: 0.0312105 | Time: 5989.15 ms [2022-02-05 07:40:03 main:574] : INFO : Epoch 1780 | loss: 0.0312185 | val_loss: 0.0312114 | Time: 6086.74 ms [2022-02-05 07:40:09 main:574] : INFO : Epoch 1781 | loss: 0.0312295 | val_loss: 0.0312419 | Time: 6051.41 ms [2022-02-05 07:40:15 main:574] : INFO : Epoch 1782 | loss: 0.031239 | val_loss: 0.0312166 | Time: 5983.25 ms [2022-02-05 07:40:22 main:574] : INFO : Epoch 1783 | loss: 0.0312176 | val_loss: 0.0312092 | Time: 6189.11 ms [2022-02-05 07:40:27 main:574] : INFO : Epoch 1784 | loss: 0.0312146 | val_loss: 0.031219 | Time: 5815.94 ms [2022-02-05 07:40:33 main:574] : INFO : Epoch 1785 | loss: 0.0312173 | val_loss: 0.0312087 | Time: 5863.82 ms [2022-02-05 07:40:39 main:574] : INFO : Epoch 1786 | loss: 0.031219 | val_loss: 0.0312258 | Time: 6058.99 ms [2022-02-05 07:40:45 main:574] : INFO : Epoch 1787 | loss: 0.0312164 | val_loss: 0.0312103 | Time: 5898.31 ms [2022-02-05 07:40:51 main:574] : INFO : Epoch 1788 | loss: 0.0312128 | val_loss: 0.0312089 | Time: 5949.68 ms [2022-02-05 07:40:58 main:574] : INFO : Epoch 1789 | loss: 0.0312129 | val_loss: 0.0312118 | Time: 7007.67 ms [2022-02-05 07:41:04 main:574] : INFO : Epoch 1790 | loss: 0.0312141 | val_loss: 0.0312118 | Time: 6205.42 ms [2022-02-05 07:41:11 main:574] : INFO : Epoch 1791 | loss: 0.0312124 | val_loss: 0.0312087 | Time: 6071.14 ms [2022-02-05 07:41:16 main:574] : INFO : Epoch 1792 | loss: 0.0312123 | val_loss: 0.03121 | Time: 5922.76 ms [2022-02-05 07:41:22 main:574] : INFO : Epoch 1793 | loss: 0.0312125 | val_loss: 0.0312077 | Time: 5938.1 ms [2022-02-05 07:41:28 main:574] : INFO : Epoch 1794 | loss: 0.0312121 | val_loss: 0.0312099 | Time: 5991.54 ms [2022-02-05 07:41:34 main:574] : INFO : Epoch 1795 | loss: 0.0312123 | val_loss: 0.0312072 | Time: 5707.34 ms [2022-02-05 07:41:40 main:574] : INFO : Epoch 1796 | loss: 0.0312131 | val_loss: 0.0312096 | Time: 5838.97 ms [2022-02-05 07:41:46 main:574] : INFO : Epoch 1797 | loss: 0.0312139 | val_loss: 0.0312074 | Time: 6114.17 ms [2022-02-05 07:41:52 main:574] : INFO : Epoch 1798 | loss: 0.0312136 | val_loss: 0.0312087 | Time: 5925.15 ms [2022-02-05 07:41:58 main:574] : INFO : Epoch 1799 | loss: 0.0312126 | val_loss: 0.0312087 | Time: 5737.74 ms [2022-02-05 07:42:04 main:574] : INFO : Epoch 1800 | loss: 0.0312125 | val_loss: 0.0312115 | Time: 5884.01 ms [2022-02-05 07:42:10 main:574] : INFO : Epoch 1801 | loss: 0.0312124 | val_loss: 0.0312128 | Time: 5919.02 ms [2022-02-05 07:42:15 main:574] : INFO : Epoch 1802 | loss: 0.0312145 | val_loss: 0.0312093 | Time: 5790.74 ms [2022-02-05 07:42:21 main:574] : INFO : Epoch 1803 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 5969.09 ms [2022-02-05 07:42:27 main:574] : INFO : Epoch 1804 | loss: 0.0312152 | val_loss: 0.031212 | Time: 5945.52 ms [2022-02-05 07:42:33 main:574] : INFO : Epoch 1805 | loss: 0.0312129 | val_loss: 0.0312106 | Time: 5919.99 ms [2022-02-05 07:42:39 main:574] : INFO : Epoch 1806 | loss: 0.0312128 | val_loss: 0.0312089 | Time: 5947.7 ms [2022-02-05 07:42:45 main:574] : INFO : Epoch 1807 | loss: 0.0312138 | val_loss: 0.0312081 | Time: 5925.25 ms [2022-02-05 07:42:51 main:574] : INFO : Epoch 1808 | loss: 0.0312124 | val_loss: 0.0312109 | Time: 5978.21 ms [2022-02-05 07:42:57 main:574] : INFO : Epoch 1809 | loss: 0.0312139 | val_loss: 0.0312132 | Time: 5830.15 ms [2022-02-05 07:43:03 main:574] : INFO : Epoch 1810 | loss: 0.0312174 | val_loss: 0.0312093 | Time: 5818.94 ms [2022-02-05 07:43:09 main:574] : INFO : Epoch 1811 | loss: 0.0312152 | val_loss: 0.0312115 | Time: 5853.38 ms [2022-02-05 07:43:15 main:574] : INFO : Epoch 1812 | loss: 0.0312147 | val_loss: 0.0312073 | Time: 5858.4 ms [2022-02-05 07:43:20 main:574] : INFO : Epoch 1813 | loss: 0.0312142 | val_loss: 0.0312076 | Time: 5817.5 ms [2022-02-05 07:43:26 main:574] : INFO : Epoch 1814 | loss: 0.0312118 | val_loss: 0.0312074 | Time: 5848.03 ms [2022-02-05 07:43:32 main:574] : INFO : Epoch 1815 | loss: 0.0312153 | val_loss: 0.031208 | Time: 5883.17 ms [2022-02-05 07:43:38 main:574] : INFO : Epoch 1816 | loss: 0.0312144 | val_loss: 0.0312134 | Time: 5964.34 ms [2022-02-05 07:43:44 main:574] : INFO : Epoch 1817 | loss: 0.0312129 | val_loss: 0.0312076 | Time: 5786.99 ms [2022-02-05 07:43:50 main:574] : INFO : Epoch 1818 | loss: 0.0312122 | val_loss: 0.0312069 | Time: 6049.24 ms [2022-02-05 07:43:56 main:574] : INFO : Epoch 1819 | loss: 0.0312121 | val_loss: 0.0312072 | Time: 5968.05 ms [2022-02-05 07:44:02 main:574] : INFO : Epoch 1820 | loss: 0.0312119 | val_loss: 0.0312077 | Time: 5964.63 ms [2022-02-05 07:44:08 main:574] : INFO : Epoch 1821 | loss: 0.0312138 | val_loss: 0.0312094 | Time: 5964.54 ms [2022-02-05 07:44:14 main:574] : INFO : Epoch 1822 | loss: 0.0312133 | val_loss: 0.0312079 | Time: 5915.67 ms [2022-02-05 07:44:20 main:574] : INFO : Epoch 1823 | loss: 0.0312172 | val_loss: 0.0312095 | Time: 5923.15 ms [2022-02-05 07:44:26 main:574] : INFO : Epoch 1824 | loss: 0.0312169 | val_loss: 0.031212 | Time: 5954.37 ms [2022-02-05 07:44:32 main:574] : INFO : Epoch 1825 | loss: 0.0312202 | val_loss: 0.031218 | Time: 5819.6 ms [2022-02-05 07:44:38 main:574] : INFO : Epoch 1826 | loss: 0.0312157 | val_loss: 0.0312074 | Time: 6014.62 ms [2022-02-05 07:44:43 main:574] : INFO : Epoch 1827 | loss: 0.0312122 | val_loss: 0.0312073 | Time: 5836.93 ms [2022-02-05 07:44:50 main:574] : INFO : Epoch 1828 | loss: 0.0312149 | val_loss: 0.031213 | Time: 6131.46 ms [2022-02-05 07:44:56 main:574] : INFO : Epoch 1829 | loss: 0.0312149 | val_loss: 0.0312073 | Time: 6054.35 ms [2022-02-05 07:45:02 main:574] : INFO : Epoch 1830 | loss: 0.0312131 | val_loss: 0.0312075 | Time: 5982.03 ms [2022-02-05 07:45:07 main:574] : INFO : Epoch 1831 | loss: 0.0312161 | val_loss: 0.0312112 | Time: 5912 ms [2022-02-05 07:45:13 main:574] : INFO : Epoch 1832 | loss: 0.0312136 | val_loss: 0.0312102 | Time: 5954.34 ms [2022-02-05 07:45:19 main:574] : INFO : Epoch 1833 | loss: 0.0312146 | val_loss: 0.031209 | Time: 5983.72 ms [2022-02-05 07:45:25 main:574] : INFO : Epoch 1834 | loss: 0.0312149 | val_loss: 0.0312111 | Time: 6005.19 ms [2022-02-05 07:45:31 main:574] : INFO : Epoch 1835 | loss: 0.031214 | val_loss: 0.031209 | Time: 5881.72 ms [2022-02-05 07:45:37 main:574] : INFO : Epoch 1836 | loss: 0.0312144 | val_loss: 0.0312092 | Time: 6040.31 ms [2022-02-05 07:45:43 main:574] : INFO : Epoch 1837 | loss: 0.0312122 | val_loss: 0.0312082 | Time: 5851.88 ms [2022-02-05 07:45:49 main:574] : INFO : Epoch 1838 | loss: 0.0312122 | val_loss: 0.0312085 | Time: 5928.96 ms [2022-02-05 07:45:55 main:574] : INFO : Epoch 1839 | loss: 0.0312122 | val_loss: 0.0312083 | Time: 6016.84 ms [2022-02-05 07:46:01 main:574] : INFO : Epoch 1840 | loss: 0.0312135 | val_loss: 0.031215 | Time: 5939.99 ms [2022-02-05 07:46:07 main:574] : INFO : Epoch 1841 | loss: 0.0312147 | val_loss: 0.0312074 | Time: 6089.06 ms [2022-02-05 07:46:13 main:574] : INFO : Epoch 1842 | loss: 0.0312128 | val_loss: 0.0312092 | Time: 5827.13 ms [2022-02-05 07:46:19 main:574] : INFO : Epoch 1843 | loss: 0.031214 | val_loss: 0.0312136 | Time: 5941.64 ms [2022-02-05 07:46:25 main:574] : INFO : Epoch 1844 | loss: 0.0312134 | val_loss: 0.0312097 | Time: 5961.43 ms [2022-02-05 07:46:31 main:574] : INFO : Epoch 1845 | loss: 0.0312127 | val_loss: 0.0312084 | Time: 5810.94 ms [2022-02-05 07:46:37 main:574] : INFO : Epoch 1846 | loss: 0.0312136 | val_loss: 0.0312154 | Time: 5796.27 ms [2022-02-05 07:46:42 main:574] : INFO : Epoch 1847 | loss: 0.0312138 | val_loss: 0.0312082 | Time: 5846.73 ms [2022-02-05 07:46:48 main:574] : INFO : Epoch 1848 | loss: 0.0312136 | val_loss: 0.0312147 | Time: 5964.46 ms [2022-02-05 07:46:54 main:574] : INFO : Epoch 1849 | loss: 0.0312139 | val_loss: 0.0312079 | Time: 5721.76 ms [2022-02-05 07:47:00 main:574] : INFO : Epoch 1850 | loss: 0.0312118 | val_loss: 0.0312057 | Time: 5962.43 ms [2022-02-05 07:47:07 main:574] : INFO : Epoch 1851 | loss: 0.0312135 | val_loss: 0.0312058 | Time: 6421.6 ms [2022-02-05 07:47:13 main:574] : INFO : Epoch 1852 | loss: 0.0312133 | val_loss: 0.0312102 | Time: 6244.4 ms [2022-02-05 07:47:19 main:574] : INFO : Epoch 1853 | loss: 0.0312132 | val_loss: 0.0312075 | Time: 6166.08 ms [2022-02-05 07:47:25 main:574] : INFO : Epoch 1854 | loss: 0.0312121 | val_loss: 0.0312075 | Time: 5851.62 ms [2022-02-05 07:47:31 main:574] : INFO : Epoch 1855 | loss: 0.0312143 | val_loss: 0.0312091 | Time: 6041.68 ms [2022-02-05 07:47:37 main:574] : INFO : Epoch 1856 | loss: 0.0312122 | val_loss: 0.0312073 | Time: 6141.06 ms [2022-02-05 07:47:43 main:574] : INFO : Epoch 1857 | loss: 0.0312119 | val_loss: 0.031207 | Time: 5847.82 ms [2022-02-05 07:47:49 main:574] : INFO : Epoch 1858 | loss: 0.0312123 | val_loss: 0.0312075 | Time: 5964.25 ms [2022-02-05 07:47:55 main:574] : INFO : Epoch 1859 | loss: 0.0312159 | val_loss: 0.0312149 | Time: 5817.18 ms [2022-02-05 07:48:00 main:574] : INFO : Epoch 1860 | loss: 0.031215 | val_loss: 0.0312103 | Time: 5662.25 ms [2022-02-05 07:48:06 main:574] : INFO : Epoch 1861 | loss: 0.0312122 | val_loss: 0.0312085 | Time: 5889.88 ms [2022-02-05 07:48:12 main:574] : INFO : Epoch 1862 | loss: 0.0312143 | val_loss: 0.0312086 | Time: 5891.54 ms [2022-02-05 07:48:18 main:574] : INFO : Epoch 1863 | loss: 0.031213 | val_loss: 0.0312073 | Time: 5880.39 ms [2022-02-05 07:48:24 main:574] : INFO : Epoch 1864 | loss: 0.0312119 | val_loss: 0.0312102 | Time: 5898.73 ms [2022-02-05 07:48:30 main:574] : INFO : Epoch 1865 | loss: 0.0312128 | val_loss: 0.03121 | Time: 5883.1 ms [2022-02-05 07:48:36 main:574] : INFO : Epoch 1866 | loss: 0.0312142 | val_loss: 0.0312118 | Time: 5763.23 ms [2022-02-05 07:48:42 main:574] : INFO : Epoch 1867 | loss: 0.0312134 | val_loss: 0.0312086 | Time: 5961.25 ms [2022-02-05 07:48:48 main:574] : INFO : Epoch 1868 | loss: 0.0312131 | val_loss: 0.0312073 | Time: 6120.87 ms [2022-02-05 07:48:53 main:574] : INFO : Epoch 1869 | loss: 0.0312162 | val_loss: 0.0312083 | Time: 5813.09 ms [2022-02-05 07:49:00 main:574] : INFO : Epoch 1870 | loss: 0.0312129 | val_loss: 0.0312109 | Time: 6142.25 ms [2022-02-05 07:49:06 main:574] : INFO : Epoch 1871 | loss: 0.0312175 | val_loss: 0.0312141 | Time: 6014.51 ms [2022-02-05 07:49:12 main:574] : INFO : Epoch 1872 | loss: 0.0312173 | val_loss: 0.0312116 | Time: 6022.88 ms [2022-02-05 07:49:18 main:574] : INFO : Epoch 1873 | loss: 0.0312126 | val_loss: 0.0312084 | Time: 5874.54 ms [2022-02-05 07:49:23 main:574] : INFO : Epoch 1874 | loss: 0.0312122 | val_loss: 0.0312068 | Time: 5784.58 ms [2022-02-05 07:49:29 main:574] : INFO : Epoch 1875 | loss: 0.0312122 | val_loss: 0.0312078 | Time: 5960.6 ms [2022-02-05 07:49:35 main:574] : INFO : Epoch 1876 | loss: 0.031212 | val_loss: 0.03121 | Time: 5860.92 ms [2022-02-05 07:49:41 main:574] : INFO : Epoch 1877 | loss: 0.0312117 | val_loss: 0.0312069 | Time: 5852.3 ms [2022-02-05 07:49:47 main:574] : INFO : Epoch 1878 | loss: 0.031212 | val_loss: 0.0312114 | Time: 6039.77 ms [2022-02-05 07:49:53 main:574] : INFO : Epoch 1879 | loss: 0.0312131 | val_loss: 0.0312076 | Time: 5995.74 ms [2022-02-05 07:49:59 main:574] : INFO : Epoch 1880 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 6031.42 ms [2022-02-05 07:50:05 main:574] : INFO : Epoch 1881 | loss: 0.0312123 | val_loss: 0.0312063 | Time: 5802.7 ms [2022-02-05 07:50:11 main:574] : INFO : Epoch 1882 | loss: 0.031212 | val_loss: 0.0312066 | Time: 5898.87 ms [2022-02-05 07:50:17 main:574] : INFO : Epoch 1883 | loss: 0.0312122 | val_loss: 0.0312099 | Time: 5896.11 ms [2022-02-05 07:50:23 main:574] : INFO : Epoch 1884 | loss: 0.031216 | val_loss: 0.0312082 | Time: 5994.08 ms [2022-02-05 07:50:29 main:574] : INFO : Epoch 1885 | loss: 0.0312124 | val_loss: 0.0312065 | Time: 5908.63 ms [2022-02-05 07:50:35 main:574] : INFO : Epoch 1886 | loss: 0.0312142 | val_loss: 0.0312111 | Time: 6127.96 ms [2022-02-05 07:50:41 main:574] : INFO : Epoch 1887 | loss: 0.0312153 | val_loss: 0.0312095 | Time: 5871.44 ms [2022-02-05 07:50:47 main:574] : INFO : Epoch 1888 | loss: 0.0312181 | val_loss: 0.0312079 | Time: 5976.98 ms [2022-02-05 07:50:53 main:574] : INFO : Epoch 1889 | loss: 0.0312184 | val_loss: 0.0312148 | Time: 5879.06 ms [2022-02-05 07:50:59 main:574] : INFO : Epoch 1890 | loss: 0.0312187 | val_loss: 0.0312145 | Time: 6141.72 ms [2022-02-05 07:51:05 main:574] : INFO : Epoch 1891 | loss: 0.0312134 | val_loss: 0.0312078 | Time: 6084.85 ms [2022-02-05 07:51:11 main:574] : INFO : Epoch 1892 | loss: 0.031214 | val_loss: 0.0312102 | Time: 6047.66 ms [2022-02-05 07:51:17 main:574] : INFO : Epoch 1893 | loss: 0.0312137 | val_loss: 0.0312073 | Time: 6075.76 ms [2022-02-05 07:51:23 main:574] : INFO : Epoch 1894 | loss: 0.031211 | val_loss: 0.0312078 | Time: 5900.93 ms [2022-02-05 07:51:29 main:574] : INFO : Epoch 1895 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 6178.22 ms [2022-02-05 07:51:35 main:574] : INFO : Epoch 1896 | loss: 0.031213 | val_loss: 0.0312083 | Time: 6090.88 ms [2022-02-05 07:51:41 main:574] : INFO : Epoch 1897 | loss: 0.031212 | val_loss: 0.0312078 | Time: 5944.01 ms [2022-02-05 07:51:47 main:574] : INFO : Epoch 1898 | loss: 0.0312118 | val_loss: 0.0312067 | Time: 5980.86 ms [2022-02-05 07:51:53 main:574] : INFO : Epoch 1899 | loss: 0.0312121 | val_loss: 0.0312071 | Time: 5879.17 ms [2022-02-05 07:51:59 main:574] : INFO : Epoch 1900 | loss: 0.0312157 | val_loss: 0.0312084 | Time: 5927.32 ms [2022-02-05 07:52:05 main:574] : INFO : Epoch 1901 | loss: 0.031214 | val_loss: 0.0312109 | Time: 5971.42 ms [2022-02-05 07:52:11 main:574] : INFO : Epoch 1902 | loss: 0.0312148 | val_loss: 0.0312053 | Time: 5981.46 ms [2022-02-05 07:52:17 main:574] : INFO : Epoch 1903 | loss: 0.0312128 | val_loss: 0.0312085 | Time: 5996.41 ms [2022-02-05 07:52:23 main:574] : INFO : Epoch 1904 | loss: 0.0312131 | val_loss: 0.0312106 | Time: 6047.8 ms [2022-02-05 07:52:29 main:574] : INFO : Epoch 1905 | loss: 0.031214 | val_loss: 0.0312079 | Time: 5877.99 ms [2022-02-05 07:52:35 main:574] : INFO : Epoch 1906 | loss: 0.031212 | val_loss: 0.0312128 | Time: 5866.11 ms [2022-02-05 07:52:41 main:574] : INFO : Epoch 1907 | loss: 0.0312143 | val_loss: 0.0312077 | Time: 5870.56 ms [2022-02-05 07:52:47 main:574] : INFO : Epoch 1908 | loss: 0.0312128 | val_loss: 0.0312107 | Time: 6035.02 ms [2022-02-05 07:52:53 main:574] : INFO : Epoch 1909 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 6111.71 ms [2022-02-05 07:52:59 main:574] : INFO : Epoch 1910 | loss: 0.0312132 | val_loss: 0.0312101 | Time: 5936.89 ms [2022-02-05 07:53:05 main:574] : INFO : Epoch 1911 | loss: 0.0312118 | val_loss: 0.0312078 | Time: 6114.3 ms [2022-02-05 07:53:11 main:574] : INFO : Epoch 1912 | loss: 0.0312112 | val_loss: 0.0312042 | Time: 6110.59 ms [2022-02-05 07:53:22 main:574] : INFO : Epoch 1913 | loss: 0.0312125 | val_loss: 0.031211 | Time: 10719.3 ms [2022-02-05 07:53:35 main:574] : INFO : Epoch 1914 | loss: 0.0312128 | val_loss: 0.0312069 | Time: 13582.1 ms [2022-02-05 07:53:49 main:574] : INFO : Epoch 1915 | loss: 0.0312121 | val_loss: 0.0312066 | Time: 13456.1 ms [2022-02-05 07:54:02 main:574] : INFO : Epoch 1916 | loss: 0.0312114 | val_loss: 0.0312064 | Time: 13597.9 ms [2022-02-05 07:54:16 main:574] : INFO : Epoch 1917 | loss: 0.0312117 | val_loss: 0.0312084 | Time: 13586 ms [2022-02-05 07:54:29 main:574] : INFO : Epoch 1918 | loss: 0.0312113 | val_loss: 0.0312074 | Time: 13280.8 ms [2022-02-05 07:54:43 main:574] : INFO : Epoch 1919 | loss: 0.0312119 | val_loss: 0.0312085 | Time: 13717.7 ms [2022-02-05 07:54:57 main:574] : INFO : Epoch 1920 | loss: 0.0312118 | val_loss: 0.0312077 | Time: 13937.4 ms [2022-02-05 07:55:11 main:574] : INFO : Epoch 1921 | loss: 0.0312108 | val_loss: 0.031206 | Time: 13721.6 ms [2022-02-05 07:55:24 main:574] : INFO : Epoch 1922 | loss: 0.0312105 | val_loss: 0.0312047 | Time: 13377.3 ms [2022-02-05 07:55:38 main:574] : INFO : Epoch 1923 | loss: 0.0312104 | val_loss: 0.0312068 | Time: 13438.6 ms [2022-02-05 07:55:51 main:574] : INFO : Epoch 1924 | loss: 0.031211 | val_loss: 0.0312044 | Time: 13611.8 ms [2022-02-05 07:56:15 main:574] : INFO : Epoch 1925 | loss: 0.0312104 | val_loss: 0.031206 | Time: 23808.7 ms [2022-02-05 07:56:28 main:574] : INFO : Epoch 1926 | loss: 0.0312109 | val_loss: 0.0312065 | Time: 13377.8 ms [2022-02-05 07:56:42 main:574] : INFO : Epoch 1927 | loss: 0.0312119 | val_loss: 0.0312062 | Time: 13469.4 ms [2022-02-05 07:56:56 main:574] : INFO : Epoch 1928 | loss: 0.0312107 | val_loss: 0.0312056 | Time: 13773.4 ms [2022-02-05 07:57:10 main:574] : INFO : Epoch 1929 | loss: 0.0312108 | val_loss: 0.0312049 | Time: 14358.4 ms [2022-02-05 07:57:24 main:574] : INFO : Epoch 1930 | loss: 0.0312118 | val_loss: 0.0312068 | Time: 13501.6 ms [2022-02-05 07:57:37 main:574] : INFO : Epoch 1931 | loss: 0.031218 | val_loss: 0.0312106 | Time: 13702.9 ms [2022-02-05 07:57:52 main:574] : INFO : Epoch 1932 | loss: 0.0312164 | val_loss: 0.0312083 | Time: 14279 ms [2022-02-05 07:58:05 main:574] : INFO : Epoch 1933 | loss: 0.0312169 | val_loss: 0.0312084 | Time: 13429.3 ms [2022-02-05 07:58:18 main:574] : INFO : Epoch 1934 | loss: 0.0312134 | val_loss: 0.031211 | Time: 13259 ms [2022-02-05 07:58:32 main:574] : INFO : Epoch 1935 | loss: 0.0312134 | val_loss: 0.0312121 | Time: 13436.8 ms [2022-02-05 07:58:45 main:574] : INFO : Epoch 1936 | loss: 0.0312128 | val_loss: 0.0312063 | Time: 13307.7 ms [2022-02-05 07:58:59 main:574] : INFO : Epoch 1937 | loss: 0.0312152 | val_loss: 0.0312128 | Time: 13675.8 ms [2022-02-05 07:59:12 main:574] : INFO : Epoch 1938 | loss: 0.0312121 | val_loss: 0.0312063 | Time: 13615.3 ms [2022-02-05 07:59:26 main:574] : INFO : Epoch 1939 | loss: 0.0312133 | val_loss: 0.0312114 | Time: 13572.9 ms [2022-02-05 07:59:39 main:574] : INFO : Epoch 1940 | loss: 0.0312129 | val_loss: 0.0312077 | Time: 13168.1 ms [2022-02-05 07:59:53 main:574] : INFO : Epoch 1941 | loss: 0.0312111 | val_loss: 0.0312065 | Time: 13568.3 ms [2022-02-05 08:00:06 main:574] : INFO : Epoch 1942 | loss: 0.0312118 | val_loss: 0.0312153 | Time: 13324.2 ms [2022-02-05 08:00:19 main:574] : INFO : Epoch 1943 | loss: 0.0312119 | val_loss: 0.0312059 | Time: 13431.2 ms [2022-02-05 08:00:33 main:574] : INFO : Epoch 1944 | loss: 0.0312116 | val_loss: 0.0312097 | Time: 13257.9 ms [2022-02-05 08:00:46 main:574] : INFO : Epoch 1945 | loss: 0.0312113 | val_loss: 0.0312067 | Time: 13738.1 ms [2022-02-05 08:01:00 main:574] : INFO : Epoch 1946 | loss: 0.031211 | val_loss: 0.0312062 | Time: 13688.1 ms [2022-02-05 08:01:14 main:574] : INFO : Epoch 1947 | loss: 0.0312105 | val_loss: 0.0312056 | Time: 13447.4 ms [2022-02-05 08:01:27 main:574] : INFO : Epoch 1948 | loss: 0.0312101 | val_loss: 0.0312072 | Time: 13546.9 ms [2022-02-05 08:01:41 main:574] : INFO : Epoch 1949 | loss: 0.0312109 | val_loss: 0.0312066 | Time: 13732.1 ms [2022-02-05 08:01:54 main:574] : INFO : Epoch 1950 | loss: 0.0312103 | val_loss: 0.0312083 | Time: 13514.9 ms [2022-02-05 08:02:08 main:574] : INFO : Epoch 1951 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 13656.1 ms [2022-02-05 08:02:22 main:574] : INFO : Epoch 1952 | loss: 0.0312133 | val_loss: 0.0312083 | Time: 13774.1 ms [2022-02-05 08:02:36 main:574] : INFO : Epoch 1953 | loss: 0.0312116 | val_loss: 0.0312053 | Time: 13836.2 ms [2022-02-05 08:02:49 main:574] : INFO : Epoch 1954 | loss: 0.0312124 | val_loss: 0.0312059 | Time: 13278.7 ms [2022-02-05 08:03:03 main:574] : INFO : Epoch 1955 | loss: 0.0312115 | val_loss: 0.0312059 | Time: 13971.7 ms [2022-02-05 08:03:17 main:574] : INFO : Epoch 1956 | loss: 0.0312125 | val_loss: 0.0312095 | Time: 13588.4 ms [2022-02-05 08:03:30 main:574] : INFO : Epoch 1957 | loss: 0.0312107 | val_loss: 0.031206 | Time: 13657.5 ms [2022-02-05 08:03:44 main:574] : INFO : Epoch 1958 | loss: 0.0312111 | val_loss: 0.031209 | Time: 13246.3 ms [2022-02-05 08:03:57 main:574] : INFO : Epoch 1959 | loss: 0.0312118 | val_loss: 0.0312063 | Time: 13602 ms [2022-02-05 08:04:11 main:574] : INFO : Epoch 1960 | loss: 0.0312118 | val_loss: 0.0312089 | Time: 13527.6 ms [2022-02-05 08:04:24 main:574] : INFO : Epoch 1961 | loss: 0.0312116 | val_loss: 0.0312083 | Time: 13596.8 ms [2022-02-05 08:04:38 main:574] : INFO : Epoch 1962 | loss: 0.0312129 | val_loss: 0.0312063 | Time: 13804.3 ms [2022-02-05 08:04:52 main:574] : INFO : Epoch 1963 | loss: 0.0312124 | val_loss: 0.0312122 | Time: 13288.3 ms [2022-02-05 08:05:05 main:574] : INFO : Epoch 1964 | loss: 0.0312122 | val_loss: 0.0312065 | Time: 13908.5 ms [2022-02-05 08:05:19 main:574] : INFO : Epoch 1965 | loss: 0.0312119 | val_loss: 0.0312112 | Time: 13822.6 ms [2022-02-05 08:05:33 main:574] : INFO : Epoch 1966 | loss: 0.0312143 | val_loss: 0.0312103 | Time: 13958.8 ms [2022-02-05 08:05:47 main:574] : INFO : Epoch 1967 | loss: 0.0312119 | val_loss: 0.031206 | Time: 13542.8 ms [2022-02-05 08:06:00 main:574] : INFO : Epoch 1968 | loss: 0.0312113 | val_loss: 0.0312114 | Time: 13659.8 ms [2022-02-05 08:06:14 main:574] : INFO : Epoch 1969 | loss: 0.0312142 | val_loss: 0.0312068 | Time: 13156.9 ms [2022-02-05 08:06:28 main:574] : INFO : Epoch 1970 | loss: 0.031212 | val_loss: 0.031206 | Time: 13856.1 ms [2022-02-05 08:06:41 main:574] : INFO : Epoch 1971 | loss: 0.0312149 | val_loss: 0.0312076 | Time: 13543.4 ms [2022-02-05 08:06:55 main:574] : INFO : Epoch 1972 | loss: 0.0312116 | val_loss: 0.0312055 | Time: 13539.5 ms [2022-02-05 08:07:09 main:574] : INFO : Epoch 1973 | loss: 0.0312101 | val_loss: 0.0312056 | Time: 13896.8 ms [2022-02-05 08:07:22 main:574] : INFO : Epoch 1974 | loss: 0.0312099 | val_loss: 0.0312046 | Time: 12992.4 ms [2022-02-05 08:07:35 main:574] : INFO : Epoch 1975 | loss: 0.0312108 | val_loss: 0.0312091 | Time: 13510.6 ms [2022-02-05 08:07:49 main:574] : INFO : Epoch 1976 | loss: 0.0312156 | val_loss: 0.0312168 | Time: 13847.9 ms [2022-02-05 08:08:03 main:574] : INFO : Epoch 1977 | loss: 0.0312156 | val_loss: 0.0312111 | Time: 14047.3 ms [2022-02-05 08:08:16 main:574] : INFO : Epoch 1978 | loss: 0.0312139 | val_loss: 0.0312091 | Time: 13109.5 ms [2022-02-05 08:08:29 main:574] : INFO : Epoch 1979 | loss: 0.0312136 | val_loss: 0.0312081 | Time: 13303.5 ms [2022-02-05 08:08:43 main:574] : INFO : Epoch 1980 | loss: 0.0312117 | val_loss: 0.0312057 | Time: 13367.3 ms [2022-02-05 08:08:56 main:574] : INFO : Epoch 1981 | loss: 0.0312105 | val_loss: 0.0312057 | Time: 13713.2 ms [2022-02-05 08:09:10 main:574] : INFO : Epoch 1982 | loss: 0.03121 | val_loss: 0.0312064 | Time: 13383.5 ms [2022-02-05 08:09:24 main:574] : INFO : Epoch 1983 | loss: 0.0312107 | val_loss: 0.0312053 | Time: 13630.6 ms [2022-02-05 08:09:37 main:574] : INFO : Epoch 1984 | loss: 0.0312137 | val_loss: 0.0312104 | Time: 13438.3 ms [2022-02-05 08:09:50 main:574] : INFO : Epoch 1985 | loss: 0.0312131 | val_loss: 0.0312063 | Time: 13454.1 ms [2022-02-05 08:10:04 main:574] : INFO : Epoch 1986 | loss: 0.0312144 | val_loss: 0.0312227 | Time: 13628.1 ms [2022-02-05 08:10:18 main:574] : INFO : Epoch 1987 | loss: 0.0312272 | val_loss: 0.0312243 | Time: 13593 ms [2022-02-05 08:10:32 main:574] : INFO : Epoch 1988 | loss: 0.0312314 | val_loss: 0.0312249 | Time: 13809.9 ms [2022-02-05 08:10:45 main:574] : INFO : Epoch 1989 | loss: 0.0312281 | val_loss: 0.0312232 | Time: 13355.7 ms [2022-02-05 08:10:59 main:574] : INFO : Epoch 1990 | loss: 0.0312257 | val_loss: 0.0312223 | Time: 13783.5 ms [2022-02-05 08:11:22 main:574] : INFO : Epoch 1991 | loss: 0.0312246 | val_loss: 0.0312227 | Time: 23709.1 ms [2022-02-05 08:11:36 main:574] : INFO : Epoch 1992 | loss: 0.0312249 | val_loss: 0.0312226 | Time: 13612.3 ms [2022-02-05 08:11:50 main:574] : INFO : Epoch 1993 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 13445.3 ms [2022-02-05 08:12:03 main:574] : INFO : Epoch 1994 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 13788.5 ms [2022-02-05 08:12:16 main:574] : INFO : Epoch 1995 | loss: 0.0312242 | val_loss: 0.031222 | Time: 13153.5 ms [2022-02-05 08:12:29 main:574] : INFO : Epoch 1996 | loss: 0.0312235 | val_loss: 0.0312215 | Time: 12939 ms [2022-02-05 08:12:43 main:574] : INFO : Epoch 1997 | loss: 0.031223 | val_loss: 0.0312219 | Time: 13892.9 ms [2022-02-05 08:12:57 main:574] : INFO : Epoch 1998 | loss: 0.0312237 | val_loss: 0.031221 | Time: 13474.4 ms [2022-02-05 08:13:10 main:574] : INFO : Epoch 1999 | loss: 0.0312225 | val_loss: 0.0312274 | Time: 13665.2 ms [2022-02-05 08:13:24 main:574] : INFO : Epoch 2000 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 13064.9 ms [2022-02-05 08:13:37 main:574] : INFO : Epoch 2001 | loss: 0.0312231 | val_loss: 0.0312209 | Time: 13292.8 ms [2022-02-05 08:13:50 main:574] : INFO : Epoch 2002 | loss: 0.0312244 | val_loss: 0.0312217 | Time: 13415.9 ms [2022-02-05 08:14:04 main:574] : INFO : Epoch 2003 | loss: 0.0312225 | val_loss: 0.0312208 | Time: 13326.1 ms [2022-02-05 08:14:17 main:574] : INFO : Epoch 2004 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 13709.9 ms [2022-02-05 08:14:31 main:574] : INFO : Epoch 2005 | loss: 0.0312254 | val_loss: 0.0312236 | Time: 13948.8 ms [2022-02-05 08:14:45 main:574] : INFO : Epoch 2006 | loss: 0.0312254 | val_loss: 0.0312219 | Time: 13496.4 ms [2022-02-05 08:14:59 main:574] : INFO : Epoch 2007 | loss: 0.0312254 | val_loss: 0.0312296 | Time: 14014.3 ms [2022-02-05 08:15:13 main:574] : INFO : Epoch 2008 | loss: 0.0312229 | val_loss: 0.0312218 | Time: 13616.5 ms [2022-02-05 08:15:26 main:574] : INFO : Epoch 2009 | loss: 0.0312219 | val_loss: 0.0312213 | Time: 13470.1 ms [2022-02-05 08:15:39 main:574] : INFO : Epoch 2010 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 13411 ms [2022-02-05 08:15:53 main:574] : INFO : Epoch 2011 | loss: 0.0312223 | val_loss: 0.0312204 | Time: 13684.1 ms [2022-02-05 08:16:06 main:574] : INFO : Epoch 2012 | loss: 0.0312217 | val_loss: 0.0312197 | Time: 13185 ms [2022-02-05 08:16:20 main:574] : INFO : Epoch 2013 | loss: 0.0312225 | val_loss: 0.0312194 | Time: 13355.6 ms [2022-02-05 08:16:33 main:574] : INFO : Epoch 2014 | loss: 0.031222 | val_loss: 0.0312197 | Time: 13207.8 ms [2022-02-05 08:16:46 main:574] : INFO : Epoch 2015 | loss: 0.031221 | val_loss: 0.0312218 | Time: 13280.7 ms [2022-02-05 08:17:00 main:574] : INFO : Epoch 2016 | loss: 0.031222 | val_loss: 0.0312194 | Time: 13722.7 ms [2022-02-05 08:17:14 main:574] : INFO : Epoch 2017 | loss: 0.0312215 | val_loss: 0.031219 | Time: 13672.2 ms [2022-02-05 08:17:27 main:574] : INFO : Epoch 2018 | loss: 0.0312206 | val_loss: 0.0312194 | Time: 13478.6 ms [2022-02-05 08:17:40 main:574] : INFO : Epoch 2019 | loss: 0.0312203 | val_loss: 0.0312185 | Time: 13240.6 ms [2022-02-05 08:17:55 main:574] : INFO : Epoch 2020 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 14407.8 ms [2022-02-05 08:18:09 main:574] : INFO : Epoch 2021 | loss: 0.0312211 | val_loss: 0.0312202 | Time: 13896.7 ms [2022-02-05 08:18:22 main:574] : INFO : Epoch 2022 | loss: 0.0312212 | val_loss: 0.0312184 | Time: 13435.7 ms [2022-02-05 08:18:36 main:574] : INFO : Epoch 2023 | loss: 0.0312207 | val_loss: 0.0312206 | Time: 13549.2 ms [2022-02-05 08:18:49 main:574] : INFO : Epoch 2024 | loss: 0.0312214 | val_loss: 0.0312199 | Time: 13621.6 ms [2022-02-05 08:19:03 main:574] : INFO : Epoch 2025 | loss: 0.0312221 | val_loss: 0.0312195 | Time: 13504.8 ms [2022-02-05 08:19:16 main:574] : INFO : Epoch 2026 | loss: 0.0312217 | val_loss: 0.0312199 | Time: 13525.9 ms [2022-02-05 08:19:30 main:574] : INFO : Epoch 2027 | loss: 0.0312213 | val_loss: 0.0312197 | Time: 13549.9 ms [2022-02-05 08:19:43 main:574] : INFO : Epoch 2028 | loss: 0.0312226 | val_loss: 0.0312206 | Time: 13376.2 ms [2022-02-05 08:19:57 main:574] : INFO : Epoch 2029 | loss: 0.0312219 | val_loss: 0.0312236 | Time: 13385.8 ms [2022-02-05 08:20:10 main:574] : INFO : Epoch 2030 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 13106.6 ms [2022-02-05 08:20:24 main:574] : INFO : Epoch 2031 | loss: 0.0312228 | val_loss: 0.0312183 | Time: 13977 ms [2022-02-05 08:20:37 main:574] : INFO : Epoch 2032 | loss: 0.0312212 | val_loss: 0.0312212 | Time: 13291 ms [2022-02-05 08:20:51 main:574] : INFO : Epoch 2033 | loss: 0.0312219 | val_loss: 0.0312189 | Time: 13523 ms [2022-02-05 08:21:04 main:574] : INFO : Epoch 2034 | loss: 0.0312221 | val_loss: 0.0312189 | Time: 13287.4 ms [2022-02-05 08:21:18 main:574] : INFO : Epoch 2035 | loss: 0.0312208 | val_loss: 0.0312189 | Time: 13768.1 ms [2022-02-05 08:21:32 main:574] : INFO : Epoch 2036 | loss: 0.0312205 | val_loss: 0.0312192 | Time: 13774.6 ms [2022-02-05 08:21:45 main:574] : INFO : Epoch 2037 | loss: 0.0312207 | val_loss: 0.0312185 | Time: 13662.7 ms [2022-02-05 08:21:59 main:574] : INFO : Epoch 2038 | loss: 0.0312197 | val_loss: 0.0312189 | Time: 13809.5 ms [2022-02-05 08:22:13 main:574] : INFO : Epoch 2039 | loss: 0.03122 | val_loss: 0.0312193 | Time: 13688.7 ms [2022-02-05 08:22:26 main:574] : INFO : Epoch 2040 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 13422.8 ms [2022-02-05 08:22:40 main:574] : INFO : Epoch 2041 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 13829.5 ms [2022-02-05 08:22:53 main:574] : INFO : Epoch 2042 | loss: 0.031221 | val_loss: 0.0312206 | Time: 13268.7 ms [2022-02-05 08:23:06 main:574] : INFO : Epoch 2043 | loss: 0.0312209 | val_loss: 0.0312194 | Time: 13173.8 ms [2022-02-05 08:23:20 main:574] : INFO : Epoch 2044 | loss: 0.0312247 | val_loss: 0.031219 | Time: 13470.4 ms [2022-02-05 08:23:34 main:574] : INFO : Epoch 2045 | loss: 0.0312227 | val_loss: 0.0312258 | Time: 13517.6 ms [2022-02-05 08:23:47 main:574] : INFO : Epoch 2046 | loss: 0.031222 | val_loss: 0.0312203 | Time: 13507.1 ms [2022-02-05 08:24:01 main:574] : INFO : Epoch 2047 | loss: 0.0312237 | val_loss: 0.0312184 | Time: 13485.3 ms [2022-02-05 08:24:14 main:574] : INFO : Epoch 2048 | loss: 0.03122 | val_loss: 0.0312178 | Time: 13291.6 ms [2022-02-05 08:24:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312178 [2022-02-05 08:24:14 main:603] : INFO : Saving end state to config to file [2022-02-05 08:24:14 main:608] : INFO : Success, exiting.. 08:24:14 (30500): 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)