Task 14624006
| Name | ParityModified-1647047501-26250-3-0_1 |
| Workunit | 11576042 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 24 Apr 2022, 7:04:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 3 hours 51 min 33 sec |
| CPU time | 2 hours 12 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0312161 | val_loss: 0.0312161 | Time: 6004.82 ms [2022-04-24 08:09:00 main:574] : INFO : Epoch 1543 | loss: 0.0312143 | val_loss: 0.0312191 | Time: 6113.73 ms [2022-04-24 08:09:08 main:574] : INFO : Epoch 1544 | loss: 0.0312166 | val_loss: 0.0312164 | Time: 6109.54 ms [2022-04-24 08:09:15 main:574] : INFO : Epoch 1545 | loss: 0.0312142 | val_loss: 0.0312172 | Time: 6102.52 ms [2022-04-24 08:09:24 main:574] : INFO : Epoch 1546 | loss: 0.0312142 | val_loss: 0.0312216 | Time: 7298.12 ms [2022-04-24 08:09:31 main:574] : INFO : Epoch 1547 | loss: 0.0312143 | val_loss: 0.0312161 | Time: 5907.25 ms [2022-04-24 08:09:39 main:574] : INFO : Epoch 1548 | loss: 0.0312128 | val_loss: 0.0312162 | Time: 6331.69 ms [2022-04-24 08:09:45 main:574] : INFO : Epoch 1549 | loss: 0.0312145 | val_loss: 0.0312201 | Time: 6175.79 ms [2022-04-24 08:09:52 main:574] : INFO : Epoch 1550 | loss: 0.0312168 | val_loss: 0.0312187 | Time: 6085.01 ms [2022-04-24 08:09:58 main:574] : INFO : Epoch 1551 | loss: 0.0312141 | val_loss: 0.0312213 | Time: 6087.28 ms [2022-04-24 08:10:06 main:574] : INFO : Epoch 1552 | loss: 0.0312168 | val_loss: 0.0312161 | Time: 6134.72 ms [2022-04-24 08:10:12 main:574] : INFO : Epoch 1553 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 6076.39 ms [2022-04-24 08:10:18 main:574] : INFO : Epoch 1554 | loss: 0.031216 | val_loss: 0.031215 | Time: 5960.13 ms [2022-04-24 08:10:25 main:574] : INFO : Epoch 1555 | loss: 0.0312135 | val_loss: 0.0312169 | Time: 6172.53 ms [2022-04-24 08:10:31 main:574] : INFO : Epoch 1556 | loss: 0.0312152 | val_loss: 0.0312167 | Time: 5978.7 ms [2022-04-24 08:10:37 main:574] : INFO : Epoch 1557 | loss: 0.0312156 | val_loss: 0.0312171 | Time: 6184.74 ms [2022-04-24 08:10:44 main:574] : INFO : Epoch 1558 | loss: 0.0312127 | val_loss: 0.0312169 | Time: 6000.82 ms [2022-04-24 08:10:50 main:574] : INFO : Epoch 1559 | loss: 0.0312143 | val_loss: 0.031217 | Time: 6114.84 ms [2022-04-24 08:10:57 main:574] : INFO : Epoch 1560 | loss: 0.0312147 | val_loss: 0.0312187 | Time: 6004.99 ms [2022-04-24 08:11:04 main:574] : INFO : Epoch 1561 | loss: 0.0312144 | val_loss: 0.0312153 | Time: 5993.95 ms [2022-04-24 08:11:11 main:574] : INFO : Epoch 1562 | loss: 0.0312146 | val_loss: 0.0312161 | Time: 6231.65 ms [2022-04-24 08:11:18 main:574] : INFO : Epoch 1563 | loss: 0.0312154 | val_loss: 0.0312195 | Time: 6112.56 ms [2022-04-24 08:11:26 main:574] : INFO : Epoch 1564 | loss: 0.0312152 | val_loss: 0.0312216 | Time: 6087.42 ms [2022-04-24 08:11:33 main:574] : INFO : Epoch 1565 | loss: 0.0312138 | val_loss: 0.0312156 | Time: 6086.31 ms [2022-04-24 08:11:39 main:574] : INFO : Epoch 1566 | loss: 0.0312132 | val_loss: 0.0312161 | Time: 6082.69 ms [2022-04-24 08:11:46 main:574] : INFO : Epoch 1567 | loss: 0.0312144 | val_loss: 0.0312153 | Time: 6131.62 ms [2022-04-24 08:11:53 main:574] : INFO : Epoch 1568 | loss: 0.0312154 | val_loss: 0.0312169 | Time: 6256.92 ms [2022-04-24 08:12:00 main:574] : INFO : Epoch 1569 | loss: 0.0312131 | val_loss: 0.0312157 | Time: 5989.8 ms [2022-04-24 08:12:07 main:574] : INFO : Epoch 1570 | loss: 0.0312145 | val_loss: 0.0312182 | Time: 6178.34 ms [2022-04-24 08:12:13 main:574] : INFO : Epoch 1571 | loss: 0.0312139 | val_loss: 0.0312179 | Time: 5955.45 ms [2022-04-24 08:12:21 main:574] : INFO : Epoch 1572 | loss: 0.0312124 | val_loss: 0.031216 | Time: 6254.75 ms [2022-04-24 08:12:29 main:574] : INFO : Epoch 1573 | loss: 0.0312146 | val_loss: 0.0312158 | Time: 6130.49 ms [2022-04-24 08:12:36 main:574] : INFO : Epoch 1574 | loss: 0.0312122 | val_loss: 0.0312152 | Time: 6158.05 ms [2022-04-24 08:12:42 main:574] : INFO : Epoch 1575 | loss: 0.0312127 | val_loss: 0.0312206 | Time: 5982.66 ms [2022-04-24 08:12:48 main:574] : INFO : Epoch 1576 | loss: 0.0312159 | val_loss: 0.0312171 | Time: 5974.13 ms [2022-04-24 08:12:55 main:574] : INFO : Epoch 1577 | loss: 0.0312134 | val_loss: 0.0312169 | Time: 6044.31 ms [2022-04-24 08:13:02 main:574] : INFO : Epoch 1578 | loss: 0.0312151 | val_loss: 0.031221 | Time: 6029.62 ms [2022-04-24 08:13:08 main:574] : INFO : Epoch 1579 | loss: 0.0312181 | val_loss: 0.0312168 | Time: 6054.74 ms [2022-04-24 08:13:15 main:574] : INFO : Epoch 1580 | loss: 0.0312147 | val_loss: 0.031215 | Time: 5972.28 ms [2022-04-24 08:13:21 main:574] : INFO : Epoch 1581 | loss: 0.0312135 | val_loss: 0.0312185 | Time: 5883.94 ms [2022-04-24 08:13:27 main:574] : INFO : Epoch 1582 | loss: 0.0312157 | val_loss: 0.0312172 | Time: 6089.93 ms [2022-04-24 08:13:33 main:574] : INFO : Epoch 1583 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 5747.55 ms [2022-04-24 08:13:39 main:574] : INFO : Epoch 1584 | loss: 0.0312123 | val_loss: 0.0312149 | Time: 6165.07 ms [2022-04-24 08:13:45 main:574] : INFO : Epoch 1585 | loss: 0.0312129 | val_loss: 0.0312154 | Time: 6118.99 ms [2022-04-24 08:13:52 main:574] : INFO : Epoch 1586 | loss: 0.0312143 | val_loss: 0.031216 | Time: 6024.32 ms [2022-04-24 08:13:58 main:574] : INFO : Epoch 1587 | loss: 0.0312122 | val_loss: 0.0312164 | Time: 6003.49 ms [2022-04-24 08:14:05 main:574] : INFO : Epoch 1588 | loss: 0.0312138 | val_loss: 0.0312155 | Time: 5984.07 ms [2022-04-24 08:14:12 main:574] : INFO : Epoch 1589 | loss: 0.031215 | val_loss: 0.0312182 | Time: 6132.79 ms [2022-04-24 08:14:18 main:574] : INFO : Epoch 1590 | loss: 0.0312159 | val_loss: 0.0312172 | Time: 5834.76 ms [2022-04-24 08:14:24 main:574] : INFO : Epoch 1591 | loss: 0.0312143 | val_loss: 0.0312174 | Time: 6026.72 ms [2022-04-24 08:14:31 main:574] : INFO : Epoch 1592 | loss: 0.0312141 | val_loss: 0.0312155 | Time: 6119.85 ms [2022-04-24 08:14:38 main:574] : INFO : Epoch 1593 | loss: 0.0312137 | val_loss: 0.0312146 | Time: 6206.86 ms [2022-04-24 08:14:44 main:574] : INFO : Epoch 1594 | loss: 0.0312118 | val_loss: 0.031216 | Time: 5963.8 ms [2022-04-24 08:14:50 main:574] : INFO : Epoch 1595 | loss: 0.0312141 | val_loss: 0.0312175 | Time: 6004.88 ms [2022-04-24 08:14:57 main:574] : INFO : Epoch 1596 | loss: 0.0312148 | val_loss: 0.0312154 | Time: 6174.12 ms [2022-04-24 08:15:03 main:574] : INFO : Epoch 1597 | loss: 0.0312116 | val_loss: 0.0312156 | Time: 6207.43 ms [2022-04-24 08:15:10 main:574] : INFO : Epoch 1598 | loss: 0.0312117 | val_loss: 0.0312193 | Time: 6076.52 ms [2022-04-24 08:15:16 main:574] : INFO : Epoch 1599 | loss: 0.0312124 | val_loss: 0.0312151 | Time: 5902.94 ms [2022-04-24 08:15:22 main:574] : INFO : Epoch 1600 | loss: 0.0312146 | val_loss: 0.0312296 | Time: 6122.54 ms [2022-04-24 08:15:28 main:574] : INFO : Epoch 1601 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 5877.54 ms [2022-04-24 08:15:34 main:574] : INFO : Epoch 1602 | loss: 0.0312138 | val_loss: 0.0312196 | Time: 6198.48 ms [2022-04-24 08:15:41 main:574] : INFO : Epoch 1603 | loss: 0.0312128 | val_loss: 0.0312154 | Time: 4994.4 ms [2022-04-24 08:15:47 main:574] : INFO : Epoch 1604 | loss: 0.0312122 | val_loss: 0.0312158 | Time: 6036.91 ms [2022-04-24 08:15:54 main:574] : INFO : Epoch 1605 | loss: 0.0312122 | val_loss: 0.0312149 | Time: 6146.26 ms [2022-04-24 08:16:01 main:574] : INFO : Epoch 1606 | loss: 0.0312118 | val_loss: 0.0312172 | Time: 6164.69 ms [2022-04-24 08:16:07 main:574] : INFO : Epoch 1607 | loss: 0.0312121 | val_loss: 0.0312159 | Time: 6064.18 ms [2022-04-24 08:16:14 main:574] : INFO : Epoch 1608 | loss: 0.0312126 | val_loss: 0.0312167 | Time: 6243.66 ms [2022-04-24 08:16:20 main:574] : INFO : Epoch 1609 | loss: 0.0312167 | val_loss: 0.031226 | Time: 6186.26 ms [2022-04-24 08:16:27 main:574] : INFO : Epoch 1610 | loss: 0.0312173 | val_loss: 0.0312153 | Time: 6040.02 ms [2022-04-24 08:16:33 main:574] : INFO : Epoch 1611 | loss: 0.0312125 | val_loss: 0.0312154 | Time: 5794.71 ms [2022-04-24 08:16:39 main:574] : INFO : Epoch 1612 | loss: 0.0312127 | val_loss: 0.0312161 | Time: 6191.35 ms [2022-04-24 08:16:45 main:574] : INFO : Epoch 1613 | loss: 0.0312121 | val_loss: 0.0312152 | Time: 6149.75 ms [2022-04-24 08:16:51 main:574] : INFO : Epoch 1614 | loss: 0.0312122 | val_loss: 0.0312151 | Time: 6030.81 ms [2022-04-24 08:16:57 main:574] : INFO : Epoch 1615 | loss: 0.0312133 | val_loss: 0.031218 | Time: 6158.24 ms [2022-04-24 08:17:04 main:574] : INFO : Epoch 1616 | loss: 0.0312126 | val_loss: 0.0312163 | Time: 6217.78 ms [2022-04-24 08:17:11 main:574] : INFO : Epoch 1617 | loss: 0.0312121 | val_loss: 0.031216 | Time: 6161.06 ms [2022-04-24 08:17:19 main:574] : INFO : Epoch 1618 | loss: 0.0312117 | val_loss: 0.0312154 | Time: 6040.64 ms [2022-04-24 08:17:25 main:574] : INFO : Epoch 1619 | loss: 0.0312113 | val_loss: 0.0312158 | Time: 6043.27 ms [2022-04-24 08:17:32 main:574] : INFO : Epoch 1620 | loss: 0.0312148 | val_loss: 0.0312163 | Time: 6154.4 ms [2022-04-24 08:17:39 main:574] : INFO : Epoch 1621 | loss: 0.031213 | val_loss: 0.0312161 | Time: 6200.88 ms [2022-04-24 08:17:45 main:574] : INFO : Epoch 1622 | loss: 0.0312128 | val_loss: 0.0312152 | Time: 6175.22 ms [2022-04-24 08:17:51 main:574] : INFO : Epoch 1623 | loss: 0.0312151 | val_loss: 0.0312161 | Time: 6059.95 ms [2022-04-24 08:17:57 main:574] : INFO : Epoch 1624 | loss: 0.0312147 | val_loss: 0.0312238 | Time: 5984.26 ms [2022-04-24 08:18:04 main:574] : INFO : Epoch 1625 | loss: 0.0312132 | val_loss: 0.0312154 | Time: 6081.5 ms [2022-04-24 08:18:10 main:574] : INFO : Epoch 1626 | loss: 0.0312118 | val_loss: 0.0312152 | Time: 5755.3 ms [2022-04-24 08:18:16 main:574] : INFO : Epoch 1627 | loss: 0.0312142 | val_loss: 0.0312187 | Time: 5540.62 ms [2022-04-24 08:18:23 main:574] : INFO : Epoch 1628 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 6040.37 ms [2022-04-24 08:18:30 main:574] : INFO : Epoch 1629 | loss: 0.0312126 | val_loss: 0.0312146 | Time: 6151.5 ms [2022-04-24 08:18:37 main:574] : INFO : Epoch 1630 | loss: 0.0312135 | val_loss: 0.0312153 | Time: 6044.85 ms [2022-04-24 08:18:43 main:574] : INFO : Epoch 1631 | loss: 0.0312144 | val_loss: 0.0312165 | Time: 6019.62 ms [2022-04-24 08:18:50 main:574] : INFO : Epoch 1632 | loss: 0.0312132 | val_loss: 0.0312159 | Time: 6124.05 ms [2022-04-24 08:18:56 main:574] : INFO : Epoch 1633 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 6086.83 ms [2022-04-24 08:19:03 main:574] : INFO : Epoch 1634 | loss: 0.0312121 | val_loss: 0.0312166 | Time: 6197.66 ms [2022-04-24 08:19:09 main:574] : INFO : Epoch 1635 | loss: 0.031214 | val_loss: 0.0312145 | Time: 6116.25 ms [2022-04-24 08:19:16 main:574] : INFO : Epoch 1636 | loss: 0.0312126 | val_loss: 0.0312213 | Time: 6170.75 ms [2022-04-24 08:19:22 main:574] : INFO : Epoch 1637 | loss: 0.0312132 | val_loss: 0.0312148 | Time: 6241.95 ms [2022-04-24 08:19:28 main:574] : INFO : Epoch 1638 | loss: 0.0312127 | val_loss: 0.0312155 | Time: 6188.46 ms [2022-04-24 08:19:36 main:574] : INFO : Epoch 1639 | loss: 0.0312144 | val_loss: 0.0312173 | Time: 6216.36 ms [2022-04-24 08:19:42 main:574] : INFO : Epoch 1640 | loss: 0.0312136 | val_loss: 0.031215 | Time: 6002.95 ms [2022-04-24 08:19:49 main:574] : INFO : Epoch 1641 | loss: 0.0312116 | val_loss: 0.0312147 | Time: 6222.66 ms [2022-04-24 08:19:55 main:574] : INFO : Epoch 1642 | loss: 0.0312116 | val_loss: 0.0312165 | Time: 6379.56 ms [2022-04-24 08:20:02 main:574] : INFO : Epoch 1643 | loss: 0.0312135 | val_loss: 0.031221 | Time: 6014.75 ms [2022-04-24 08:20:08 main:574] : INFO : Epoch 1644 | loss: 0.0312143 | val_loss: 0.031224 | Time: 6145.55 ms [2022-04-24 08:20:16 main:574] : INFO : Epoch 1645 | loss: 0.0312203 | val_loss: 0.0312183 | Time: 6077.1 ms [2022-04-24 08:20:23 main:574] : INFO : Epoch 1646 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 6156.46 ms [2022-04-24 08:20:30 main:574] : INFO : Epoch 1647 | loss: 0.0312139 | val_loss: 0.0312158 | Time: 6170.72 ms [2022-04-24 08:20:37 main:574] : INFO : Epoch 1648 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 6108.43 ms [2022-04-24 08:20:43 main:574] : INFO : Epoch 1649 | loss: 0.0312126 | val_loss: 0.0312219 | Time: 5983.62 ms [2022-04-24 08:20:50 main:574] : INFO : Epoch 1650 | loss: 0.0312127 | val_loss: 0.0312162 | Time: 6087.74 ms [2022-04-24 08:20:56 main:574] : INFO : Epoch 1651 | loss: 0.0312123 | val_loss: 0.0312176 | Time: 6191.2 ms [2022-04-24 08:21:03 main:574] : INFO : Epoch 1652 | loss: 0.0312125 | val_loss: 0.0312198 | Time: 5892.68 ms [2022-04-24 08:21:09 main:574] : INFO : Epoch 1653 | loss: 0.0312139 | val_loss: 0.0312177 | Time: 6121.68 ms [2022-04-24 08:21:15 main:574] : INFO : Epoch 1654 | loss: 0.0312127 | val_loss: 0.0312178 | Time: 6175.36 ms [2022-04-24 08:21:22 main:574] : INFO : Epoch 1655 | loss: 0.0312117 | val_loss: 0.0312148 | Time: 6234.63 ms [2022-04-24 08:21:28 main:574] : INFO : Epoch 1656 | loss: 0.031213 | val_loss: 0.0312179 | Time: 6054.64 ms [2022-04-24 08:21:35 main:574] : INFO : Epoch 1657 | loss: 0.0312118 | val_loss: 0.031216 | Time: 6063.69 ms [2022-04-24 08:21:41 main:574] : INFO : Epoch 1658 | loss: 0.0312123 | val_loss: 0.0312149 | Time: 6203.57 ms [2022-04-24 08:21:48 main:574] : INFO : Epoch 1659 | loss: 0.0312113 | val_loss: 0.031215 | Time: 6289.37 ms [2022-04-24 08:21:55 main:574] : INFO : Epoch 1660 | loss: 0.0312119 | val_loss: 0.031215 | Time: 6200.58 ms [2022-04-24 08:22:01 main:574] : INFO : Epoch 1661 | loss: 0.0312137 | val_loss: 0.031219 | Time: 5983.52 ms [2022-04-24 08:22:08 main:574] : INFO : Epoch 1662 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 6126.78 ms [2022-04-24 08:22:14 main:574] : INFO : Epoch 1663 | loss: 0.0312138 | val_loss: 0.0312156 | Time: 6109.23 ms [2022-04-24 08:22:21 main:574] : INFO : Epoch 1664 | loss: 0.0312137 | val_loss: 0.0312143 | Time: 5887.14 ms [2022-04-24 08:22:27 main:574] : INFO : Epoch 1665 | loss: 0.0312114 | val_loss: 0.0312149 | Time: 6086.2 ms [2022-04-24 08:22:34 main:574] : INFO : Epoch 1666 | loss: 0.0312175 | val_loss: 0.0312286 | Time: 6298.28 ms [2022-04-24 08:22:40 main:574] : INFO : Epoch 1667 | loss: 0.0312202 | val_loss: 0.0312264 | Time: 6302.04 ms [2022-04-24 08:22:47 main:574] : INFO : Epoch 1668 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 6113.16 ms [2022-04-24 08:22:52 main:574] : INFO : Epoch 1669 | loss: 0.0312121 | val_loss: 0.0312145 | Time: 5615.73 ms [2022-04-24 08:22:59 main:574] : INFO : Epoch 1670 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 5738.31 ms [2022-04-24 08:23:06 main:574] : INFO : Epoch 1671 | loss: 0.0312116 | val_loss: 0.0312173 | Time: 6089.78 ms [2022-04-24 08:23:12 main:574] : INFO : Epoch 1672 | loss: 0.0312109 | val_loss: 0.0312144 | Time: 5894.94 ms [2022-04-24 08:23:18 main:574] : INFO : Epoch 1673 | loss: 0.0312106 | val_loss: 0.031219 | Time: 5685.33 ms [2022-04-24 08:23:25 main:574] : INFO : Epoch 1674 | loss: 0.0312139 | val_loss: 0.0312146 | Time: 5880.73 ms [2022-04-24 08:23:32 main:574] : INFO : Epoch 1675 | loss: 0.0312108 | val_loss: 0.0312144 | Time: 5815.85 ms [2022-04-24 08:23:38 main:574] : INFO : Epoch 1676 | loss: 0.031211 | val_loss: 0.0312155 | Time: 5955.49 ms [2022-04-24 08:23:45 main:574] : INFO : Epoch 1677 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 6149.73 ms [2022-04-24 08:23:52 main:574] : INFO : Epoch 1678 | loss: 0.0312113 | val_loss: 0.0312164 | Time: 6330.35 ms [2022-04-24 08:23:58 main:574] : INFO : Epoch 1679 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 6393.16 ms [2022-04-24 08:24:05 main:574] : INFO : Epoch 1680 | loss: 0.0312118 | val_loss: 0.0312223 | Time: 6065.05 ms [2022-04-24 08:24:11 main:574] : INFO : Epoch 1681 | loss: 0.031216 | val_loss: 0.0312198 | Time: 6196.7 ms [2022-04-24 08:24:18 main:574] : INFO : Epoch 1682 | loss: 0.0312158 | val_loss: 0.0312184 | Time: 6195.2 ms [2022-04-24 08:24:25 main:574] : INFO : Epoch 1683 | loss: 0.031212 | val_loss: 0.0312154 | Time: 6253.57 ms [2022-04-24 08:24:31 main:574] : INFO : Epoch 1684 | loss: 0.0312123 | val_loss: 0.0312225 | Time: 6074.56 ms [2022-04-24 08:24:38 main:574] : INFO : Epoch 1685 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 6088.91 ms [2022-04-24 08:24:44 main:574] : INFO : Epoch 1686 | loss: 0.0312109 | val_loss: 0.0312169 | Time: 6143.14 ms [2022-04-24 08:24:51 main:574] : INFO : Epoch 1687 | loss: 0.0312117 | val_loss: 0.0312175 | Time: 6185.21 ms [2022-04-24 08:24:57 main:574] : INFO : Epoch 1688 | loss: 0.0312124 | val_loss: 0.0312149 | Time: 6156.84 ms [2022-04-24 08:25:04 main:574] : INFO : Epoch 1689 | loss: 0.0312119 | val_loss: 0.0312162 | Time: 6003.79 ms [2022-04-24 08:25:11 main:574] : INFO : Epoch 1690 | loss: 0.031214 | val_loss: 0.0312172 | Time: 6096.76 ms [2022-04-24 08:25:17 main:574] : INFO : Epoch 1691 | loss: 0.0312128 | val_loss: 0.0312151 | Time: 6188.68 ms [2022-04-24 08:25:23 main:574] : INFO : Epoch 1692 | loss: 0.0312134 | val_loss: 0.0312155 | Time: 6212.48 ms [2022-04-24 08:25:29 main:574] : INFO : Epoch 1693 | loss: 0.0312136 | val_loss: 0.0312165 | Time: 5957.48 ms [2022-04-24 08:25:36 main:574] : INFO : Epoch 1694 | loss: 0.0312114 | val_loss: 0.031214 | Time: 6335.63 ms [2022-04-24 08:25:43 main:574] : INFO : Epoch 1695 | loss: 0.0312118 | val_loss: 0.0312183 | Time: 6346.77 ms [2022-04-24 08:25:49 main:574] : INFO : Epoch 1696 | loss: 0.0312147 | val_loss: 0.0312158 | Time: 6184.05 ms [2022-04-24 08:25:56 main:574] : INFO : Epoch 1697 | loss: 0.0312112 | val_loss: 0.0312163 | Time: 6200.34 ms [2022-04-24 08:26:02 main:574] : INFO : Epoch 1698 | loss: 0.0312124 | val_loss: 0.0312149 | Time: 6274.78 ms [2022-04-24 08:26:08 main:574] : INFO : Epoch 1699 | loss: 0.0312121 | val_loss: 0.0312149 | Time: 6066.8 ms [2022-04-24 08:26:15 main:574] : INFO : Epoch 1700 | loss: 0.0312112 | val_loss: 0.0312175 | Time: 6213.06 ms [2022-04-24 08:26:21 main:574] : INFO : Epoch 1701 | loss: 0.0312118 | val_loss: 0.0312148 | Time: 6032.63 ms [2022-04-24 08:26:28 main:574] : INFO : Epoch 1702 | loss: 0.0312113 | val_loss: 0.0312161 | Time: 6246.47 ms [2022-04-24 08:26:35 main:574] : INFO : Epoch 1703 | loss: 0.0312105 | val_loss: 0.0312175 | Time: 6309.34 ms [2022-04-24 08:26:41 main:574] : INFO : Epoch 1704 | loss: 0.031212 | val_loss: 0.0312175 | Time: 6141.57 ms [2022-04-24 08:26:48 main:574] : INFO : Epoch 1705 | loss: 0.0312122 | val_loss: 0.0312172 | Time: 6260.42 ms [2022-04-24 08:26:55 main:574] : INFO : Epoch 1706 | loss: 0.0312106 | val_loss: 0.0312177 | Time: 6147.17 ms [2022-04-24 08:27:01 main:574] : INFO : Epoch 1707 | loss: 0.0312113 | val_loss: 0.0312154 | Time: 6198.06 ms [2022-04-24 08:27:08 main:574] : INFO : Epoch 1708 | loss: 0.0312111 | val_loss: 0.0312179 | Time: 6160.36 ms [2022-04-24 08:27:14 main:574] : INFO : Epoch 1709 | loss: 0.0312118 | val_loss: 0.0312164 | Time: 6077.08 ms [2022-04-24 08:27:21 main:574] : INFO : Epoch 1710 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 6022.05 ms [2022-04-24 08:27:27 main:574] : INFO : Epoch 1711 | loss: 0.0312105 | val_loss: 0.0312193 | Time: 6112.97 ms [2022-04-24 08:27:33 main:574] : INFO : Epoch 1712 | loss: 0.0312118 | val_loss: 0.0312215 | Time: 5821.09 ms [2022-04-24 08:27:40 main:574] : INFO : Epoch 1713 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 5923.24 ms [2022-04-24 08:27:46 main:574] : INFO : Epoch 1714 | loss: 0.0312106 | val_loss: 0.0312155 | Time: 5989.11 ms [2022-04-24 08:27:53 main:574] : INFO : Epoch 1715 | loss: 0.0312109 | val_loss: 0.0312158 | Time: 6206.72 ms [2022-04-24 08:28:00 main:574] : INFO : Epoch 1716 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 6076.82 ms [2022-04-24 08:28:07 main:574] : INFO : Epoch 1717 | loss: 0.031211 | val_loss: 0.0312179 | Time: 6150.29 ms [2022-04-24 08:28:14 main:574] : INFO : Epoch 1718 | loss: 0.0312105 | val_loss: 0.0312158 | Time: 6097.68 ms [2022-04-24 08:28:20 main:574] : INFO : Epoch 1719 | loss: 0.031213 | val_loss: 0.0312193 | Time: 6095.51 ms [2022-04-24 08:28:26 main:574] : INFO : Epoch 1720 | loss: 0.0312155 | val_loss: 0.0312176 | Time: 6122.86 ms [2022-04-24 08:28:33 main:574] : INFO : Epoch 1721 | loss: 0.0312142 | val_loss: 0.0312164 | Time: 6038.01 ms [2022-04-24 08:28:39 main:574] : INFO : Epoch 1722 | loss: 0.031215 | val_loss: 0.0312187 | Time: 6152.53 ms [2022-04-24 08:28:45 main:574] : INFO : Epoch 1723 | loss: 0.0312141 | val_loss: 0.0312163 | Time: 6262.61 ms [2022-04-24 08:28:51 main:574] : INFO : Epoch 1724 | loss: 0.0312115 | val_loss: 0.031219 | Time: 6213.28 ms [2022-04-24 08:28:58 main:574] : INFO : Epoch 1725 | loss: 0.0312114 | val_loss: 0.0312164 | Time: 6057.31 ms [2022-04-24 08:29:05 main:574] : INFO : Epoch 1726 | loss: 0.0312129 | val_loss: 0.0312169 | Time: 6159.2 ms [2022-04-24 08:29:11 main:574] : INFO : Epoch 1727 | loss: 0.0312143 | val_loss: 0.031217 | Time: 6314.24 ms [2022-04-24 08:29:17 main:574] : INFO : Epoch 1728 | loss: 0.031214 | val_loss: 0.0312228 | Time: 6013.5 ms [2022-04-24 08:29:23 main:574] : INFO : Epoch 1729 | loss: 0.0312121 | val_loss: 0.0312158 | Time: 6144.59 ms [2022-04-24 08:29:30 main:574] : INFO : Epoch 1730 | loss: 0.0312113 | val_loss: 0.0312187 | Time: 6215.58 ms [2022-04-24 08:29:36 main:574] : INFO : Epoch 1731 | loss: 0.0312126 | val_loss: 0.0312156 | Time: 6215.71 ms [2022-04-24 08:29:42 main:574] : INFO : Epoch 1732 | loss: 0.0312125 | val_loss: 0.0312175 | Time: 6073.76 ms [2022-04-24 08:29:49 main:574] : INFO : Epoch 1733 | loss: 0.0312143 | val_loss: 0.0312187 | Time: 6060.97 ms [2022-04-24 08:29:56 main:574] : INFO : Epoch 1734 | loss: 0.0312139 | val_loss: 0.0312144 | Time: 6194.46 ms [2022-04-24 08:30:03 main:574] : INFO : Epoch 1735 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 6393.96 ms [2022-04-24 08:30:07 main:574] : INFO : Epoch 1736 | loss: 0.0312134 | val_loss: 0.0312183 | Time: 4130.16 ms [2022-04-24 08:30:14 main:574] : INFO : Epoch 1737 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 6118.07 ms [2022-04-24 08:30:20 main:574] : INFO : Epoch 1738 | loss: 0.0312142 | val_loss: 0.0312194 | Time: 6119.44 ms [2022-04-24 08:30:27 main:574] : INFO : Epoch 1739 | loss: 0.0312115 | val_loss: 0.031216 | Time: 6293.3 ms [2022-04-24 08:30:34 main:574] : INFO : Epoch 1740 | loss: 0.0312117 | val_loss: 0.0312148 | Time: 6066.17 ms [2022-04-24 08:30:40 main:574] : INFO : Epoch 1741 | loss: 0.0312113 | val_loss: 0.0312185 | Time: 6003.1 ms [2022-04-24 08:30:46 main:574] : INFO : Epoch 1742 | loss: 0.0312139 | val_loss: 0.0312184 | Time: 6075.56 ms [2022-04-24 08:30:53 main:574] : INFO : Epoch 1743 | loss: 0.0312159 | val_loss: 0.0312161 | Time: 6473.13 ms [2022-04-24 08:30:59 main:574] : INFO : Epoch 1744 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 5946.11 ms [2022-04-24 08:31:06 main:574] : INFO : Epoch 1745 | loss: 0.0312156 | val_loss: 0.0312258 | Time: 6087.53 ms [2022-04-24 08:31:12 main:574] : INFO : Epoch 1746 | loss: 0.0312136 | val_loss: 0.0312139 | Time: 6055.27 ms [2022-04-24 08:31:19 main:574] : INFO : Epoch 1747 | loss: 0.0312104 | val_loss: 0.0312146 | Time: 6076.68 ms [2022-04-24 08:31:25 main:574] : INFO : Epoch 1748 | loss: 0.0312106 | val_loss: 0.0312147 | Time: 6063.15 ms [2022-04-24 08:31:31 main:574] : INFO : Epoch 1749 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 6102.19 ms [2022-04-24 08:31:38 main:574] : INFO : Epoch 1750 | loss: 0.0312114 | val_loss: 0.0312164 | Time: 6107.33 ms [2022-04-24 08:31:44 main:574] : INFO : Epoch 1751 | loss: 0.0312115 | val_loss: 0.0312193 | Time: 6298.35 ms [2022-04-24 08:31:51 main:574] : INFO : Epoch 1752 | loss: 0.0312113 | val_loss: 0.0312158 | Time: 6104.86 ms [2022-04-24 08:31:57 main:574] : INFO : Epoch 1753 | loss: 0.031214 | val_loss: 0.0312156 | Time: 5932.61 ms [2022-04-24 08:32:04 main:574] : INFO : Epoch 1754 | loss: 0.0312128 | val_loss: 0.031218 | Time: 6031.26 ms [2022-04-24 08:32:11 main:574] : INFO : Epoch 1755 | loss: 0.0312142 | val_loss: 0.0312237 | Time: 6099.4 ms [2022-04-24 08:32:17 main:574] : INFO : Epoch 1756 | loss: 0.0312149 | val_loss: 0.0312151 | Time: 6156.41 ms [2022-04-24 08:32:24 main:574] : INFO : Epoch 1757 | loss: 0.0312118 | val_loss: 0.0312178 | Time: 6227.6 ms [2022-04-24 08:32:30 main:574] : INFO : Epoch 1758 | loss: 0.0312108 | val_loss: 0.0312147 | Time: 6034.23 ms [2022-04-24 08:32:38 main:574] : INFO : Epoch 1759 | loss: 0.03121 | val_loss: 0.031217 | Time: 6148.05 ms [2022-04-24 08:32:45 main:574] : INFO : Epoch 1760 | loss: 0.0312113 | val_loss: 0.031216 | Time: 6266 ms [2022-04-24 08:32:51 main:574] : INFO : Epoch 1761 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 6070.67 ms [2022-04-24 08:32:58 main:574] : INFO : Epoch 1762 | loss: 0.0312114 | val_loss: 0.0312165 | Time: 6121.06 ms [2022-04-24 08:33:04 main:574] : INFO : Epoch 1763 | loss: 0.0312121 | val_loss: 0.031215 | Time: 6117.13 ms [2022-04-24 08:33:10 main:574] : INFO : Epoch 1764 | loss: 0.0312116 | val_loss: 0.0312156 | Time: 6270.98 ms [2022-04-24 08:33:18 main:574] : INFO : Epoch 1765 | loss: 0.0312121 | val_loss: 0.0312174 | Time: 6311.87 ms [2022-04-24 08:33:24 main:574] : INFO : Epoch 1766 | loss: 0.0312117 | val_loss: 0.0312158 | Time: 6172.86 ms [2022-04-24 08:33:30 main:574] : INFO : Epoch 1767 | loss: 0.0312103 | val_loss: 0.0312147 | Time: 6196.29 ms [2022-04-24 08:33:37 main:574] : INFO : Epoch 1768 | loss: 0.0312101 | val_loss: 0.0312164 | Time: 6216.55 ms [2022-04-24 08:33:44 main:574] : INFO : Epoch 1769 | loss: 0.0312104 | val_loss: 0.0312144 | Time: 6252.6 ms [2022-04-24 08:33:50 main:574] : INFO : Epoch 1770 | loss: 0.0312108 | val_loss: 0.0312148 | Time: 6042.55 ms [2022-04-24 08:33:57 main:574] : INFO : Epoch 1771 | loss: 0.0312096 | val_loss: 0.0312143 | Time: 6014.73 ms [2022-04-24 08:34:04 main:574] : INFO : Epoch 1772 | loss: 0.0312096 | val_loss: 0.0312143 | Time: 6231.53 ms [2022-04-24 08:34:10 main:574] : INFO : Epoch 1773 | loss: 0.0312101 | val_loss: 0.0312145 | Time: 6136.44 ms [2022-04-24 08:34:16 main:574] : INFO : Epoch 1774 | loss: 0.0312113 | val_loss: 0.0312217 | Time: 6007.2 ms [2022-04-24 08:34:23 main:574] : INFO : Epoch 1775 | loss: 0.0312152 | val_loss: 0.0312205 | Time: 6185.58 ms [2022-04-24 08:34:29 main:574] : INFO : Epoch 1776 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 6091.91 ms [2022-04-24 08:34:35 main:574] : INFO : Epoch 1777 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 6170.36 ms [2022-04-24 08:34:42 main:574] : INFO : Epoch 1778 | loss: 0.0312099 | val_loss: 0.0312143 | Time: 6053.56 ms [2022-04-24 08:34:49 main:574] : INFO : Epoch 1779 | loss: 0.0312104 | val_loss: 0.0312151 | Time: 6053.59 ms [2022-04-24 08:34:55 main:574] : INFO : Epoch 1780 | loss: 0.0312101 | val_loss: 0.0312156 | Time: 6115.23 ms [2022-04-24 08:35:01 main:574] : INFO : Epoch 1781 | loss: 0.031213 | val_loss: 0.031216 | Time: 6085.23 ms [2022-04-24 08:35:08 main:574] : INFO : Epoch 1782 | loss: 0.0312127 | val_loss: 0.0312181 | Time: 5919.28 ms [2022-04-24 08:35:15 main:574] : INFO : Epoch 1783 | loss: 0.0312118 | val_loss: 0.0312148 | Time: 6056.88 ms [2022-04-24 08:35:21 main:574] : INFO : Epoch 1784 | loss: 0.0312112 | val_loss: 0.0312171 | Time: 6180.93 ms [2022-04-24 08:35:28 main:574] : INFO : Epoch 1785 | loss: 0.0312104 | val_loss: 0.0312176 | Time: 6277.72 ms [2022-04-24 08:35:34 main:574] : INFO : Epoch 1786 | loss: 0.0312108 | val_loss: 0.0312146 | Time: 6050.53 ms [2022-04-24 08:35:41 main:574] : INFO : Epoch 1787 | loss: 0.0312102 | val_loss: 0.0312149 | Time: 6182.04 ms [2022-04-24 08:35:48 main:574] : INFO : Epoch 1788 | loss: 0.0312124 | val_loss: 0.0312215 | Time: 6064.18 ms [2022-04-24 08:35:54 main:574] : INFO : Epoch 1789 | loss: 0.0312122 | val_loss: 0.0312171 | Time: 6269.1 ms [2022-04-24 08:36:01 main:574] : INFO : Epoch 1790 | loss: 0.03121 | val_loss: 0.0312171 | Time: 6008.91 ms [2022-04-24 08:36:07 main:574] : INFO : Epoch 1791 | loss: 0.0312094 | val_loss: 0.0312172 | Time: 6023.03 ms [2022-04-24 08:36:14 main:574] : INFO : Epoch 1792 | loss: 0.0312122 | val_loss: 0.0312182 | Time: 6194.33 ms [2022-04-24 08:36:21 main:574] : INFO : Epoch 1793 | loss: 0.0312116 | val_loss: 0.0312157 | Time: 6294.2 ms [2022-04-24 08:36:27 main:574] : INFO : Epoch 1794 | loss: 0.0312116 | val_loss: 0.0312176 | Time: 6167.61 ms [2022-04-24 08:36:34 main:574] : INFO : Epoch 1795 | loss: 0.0312116 | val_loss: 0.0312192 | Time: 6070.55 ms [2022-04-24 08:36:40 main:574] : INFO : Epoch 1796 | loss: 0.0312118 | val_loss: 0.0312169 | Time: 6087.3 ms [2022-04-24 08:36:46 main:574] : INFO : Epoch 1797 | loss: 0.0312105 | val_loss: 0.0312147 | Time: 6074.34 ms [2022-04-24 08:36:52 main:574] : INFO : Epoch 1798 | loss: 0.0312101 | val_loss: 0.0312176 | Time: 6002.57 ms [2022-04-24 08:36:58 main:574] : INFO : Epoch 1799 | loss: 0.0312111 | val_loss: 0.0312157 | Time: 6120.49 ms [2022-04-24 08:37:05 main:574] : INFO : Epoch 1800 | loss: 0.0312121 | val_loss: 0.0312169 | Time: 6252.5 ms [2022-04-24 08:37:11 main:574] : INFO : Epoch 1801 | loss: 0.0312135 | val_loss: 0.0312166 | Time: 6118.43 ms [2022-04-24 08:37:16 main:574] : INFO : Epoch 1802 | loss: 0.0312111 | val_loss: 0.0312172 | Time: 5541.99 ms [2022-04-24 08:37:23 main:574] : INFO : Epoch 1803 | loss: 0.031211 | val_loss: 0.0312163 | Time: 6181.22 ms [2022-04-24 08:37:30 main:574] : INFO : Epoch 1804 | loss: 0.0312108 | val_loss: 0.0312223 | Time: 6213.52 ms [2022-04-24 08:37:37 main:574] : INFO : Epoch 1805 | loss: 0.0312151 | val_loss: 0.0312163 | Time: 6327.66 ms [2022-04-24 08:37:43 main:574] : INFO : Epoch 1806 | loss: 0.0312104 | val_loss: 0.0312156 | Time: 6116.62 ms [2022-04-24 08:37:50 main:574] : INFO : Epoch 1807 | loss: 0.0312109 | val_loss: 0.0312161 | Time: 6196.37 ms [2022-04-24 08:37:56 main:574] : INFO : Epoch 1808 | loss: 0.0312105 | val_loss: 0.0312144 | Time: 5931.67 ms [2022-04-24 08:38:02 main:574] : INFO : Epoch 1809 | loss: 0.0312096 | val_loss: 0.0312212 | Time: 5739.54 ms [2022-04-24 08:38:09 main:574] : INFO : Epoch 1810 | loss: 0.0312135 | val_loss: 0.0312169 | Time: 5627.49 ms [2022-04-24 08:38:16 main:574] : INFO : Epoch 1811 | loss: 0.0312107 | val_loss: 0.0312166 | Time: 6169.51 ms [2022-04-24 08:38:22 main:574] : INFO : Epoch 1812 | loss: 0.0312099 | val_loss: 0.0312152 | Time: 6229.34 ms [2022-04-24 08:38:29 main:574] : INFO : Epoch 1813 | loss: 0.0312119 | val_loss: 0.0312153 | Time: 6214.54 ms [2022-04-24 08:38:36 main:574] : INFO : Epoch 1814 | loss: 0.0312103 | val_loss: 0.0312148 | Time: 6036.86 ms [2022-04-24 08:38:42 main:574] : INFO : Epoch 1815 | loss: 0.0312098 | val_loss: 0.0312184 | Time: 6126.3 ms [2022-04-24 08:38:49 main:574] : INFO : Epoch 1816 | loss: 0.03121 | val_loss: 0.0312259 | Time: 6323.96 ms [2022-04-24 08:38:55 main:574] : INFO : Epoch 1817 | loss: 0.0312122 | val_loss: 0.0312149 | Time: 6010.98 ms [2022-04-24 08:39:02 main:574] : INFO : Epoch 1818 | loss: 0.0312096 | val_loss: 0.0312154 | Time: 6047.72 ms [2022-04-24 08:39:09 main:574] : INFO : Epoch 1819 | loss: 0.0312104 | val_loss: 0.0312193 | Time: 6238.13 ms [2022-04-24 08:39:16 main:574] : INFO : Epoch 1820 | loss: 0.0312104 | val_loss: 0.0312151 | Time: 6290.07 ms [2022-04-24 08:39:23 main:574] : INFO : Epoch 1821 | loss: 0.0312093 | val_loss: 0.0312198 | Time: 6294.28 ms [2022-04-24 08:39:29 main:574] : INFO : Epoch 1822 | loss: 0.0312105 | val_loss: 0.0312153 | Time: 6081.68 ms [2022-04-24 08:39:36 main:574] : INFO : Epoch 1823 | loss: 0.0312087 | val_loss: 0.0312153 | Time: 6036.7 ms [2022-04-24 08:39:42 main:574] : INFO : Epoch 1824 | loss: 0.0312111 | val_loss: 0.0312161 | Time: 6082.63 ms [2022-04-24 08:39:49 main:574] : INFO : Epoch 1825 | loss: 0.0312102 | val_loss: 0.0312156 | Time: 6127.1 ms [2022-04-24 08:39:55 main:574] : INFO : Epoch 1826 | loss: 0.0312093 | val_loss: 0.0312162 | Time: 6022.07 ms [2022-04-24 08:40:02 main:574] : INFO : Epoch 1827 | loss: 0.0312111 | val_loss: 0.0312186 | Time: 6034.25 ms [2022-04-24 08:40:09 main:574] : INFO : Epoch 1828 | loss: 0.0312104 | val_loss: 0.0312151 | Time: 6046.24 ms [2022-04-24 08:40:15 main:574] : INFO : Epoch 1829 | loss: 0.0312115 | val_loss: 0.0312172 | Time: 6077.88 ms [2022-04-24 08:40:22 main:574] : INFO : Epoch 1830 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 6199.75 ms [2022-04-24 08:40:28 main:574] : INFO : Epoch 1831 | loss: 0.0312099 | val_loss: 0.0312152 | Time: 6210.64 ms [2022-04-24 08:40:35 main:574] : INFO : Epoch 1832 | loss: 0.0312095 | val_loss: 0.0312192 | Time: 6138.85 ms [2022-04-24 08:40:42 main:574] : INFO : Epoch 1833 | loss: 0.0312104 | val_loss: 0.0312165 | Time: 6196.66 ms [2022-04-24 08:40:48 main:574] : INFO : Epoch 1834 | loss: 0.0312096 | val_loss: 0.0312152 | Time: 6175.98 ms [2022-04-24 08:40:55 main:574] : INFO : Epoch 1835 | loss: 0.0312103 | val_loss: 0.0312151 | Time: 6080.61 ms [2022-04-24 08:41:01 main:574] : INFO : Epoch 1836 | loss: 0.0312127 | val_loss: 0.0312159 | Time: 6168.6 ms [2022-04-24 08:41:08 main:574] : INFO : Epoch 1837 | loss: 0.0312118 | val_loss: 0.0312198 | Time: 6180.06 ms [2022-04-24 08:41:15 main:574] : INFO : Epoch 1838 | loss: 0.0312111 | val_loss: 0.0312153 | Time: 6272.04 ms [2022-04-24 08:41:21 main:574] : INFO : Epoch 1839 | loss: 0.0312116 | val_loss: 0.031215 | Time: 6046.5 ms [2022-04-24 08:41:27 main:574] : INFO : Epoch 1840 | loss: 0.0312089 | val_loss: 0.0312168 | Time: 6265.61 ms [2022-04-24 08:41:34 main:574] : INFO : Epoch 1841 | loss: 0.0312107 | val_loss: 0.0312162 | Time: 6086.75 ms [2022-04-24 08:41:41 main:574] : INFO : Epoch 1842 | loss: 0.0312108 | val_loss: 0.0312148 | Time: 6109.09 ms [2022-04-24 08:41:47 main:574] : INFO : Epoch 1843 | loss: 0.0312092 | val_loss: 0.0312148 | Time: 6122.68 ms [2022-04-24 08:41:54 main:574] : INFO : Epoch 1844 | loss: 0.0312095 | val_loss: 0.0312155 | Time: 5978.54 ms [2022-04-24 08:42:01 main:574] : INFO : Epoch 1845 | loss: 0.0312093 | val_loss: 0.0312151 | Time: 6134.52 ms [2022-04-24 08:42:07 main:574] : INFO : Epoch 1846 | loss: 0.031212 | val_loss: 0.0312179 | Time: 6254.75 ms [2022-04-24 08:42:14 main:574] : INFO : Epoch 1847 | loss: 0.0312134 | val_loss: 0.0312159 | Time: 6226.41 ms [2022-04-24 08:42:20 main:574] : INFO : Epoch 1848 | loss: 0.0312107 | val_loss: 0.0312224 | Time: 6058.05 ms [2022-04-24 08:42:27 main:574] : INFO : Epoch 1849 | loss: 0.0312152 | val_loss: 0.0312217 | Time: 6121.32 ms [2022-04-24 08:42:34 main:574] : INFO : Epoch 1850 | loss: 0.0312176 | val_loss: 0.0312266 | Time: 6079.27 ms [2022-04-24 08:42:40 main:574] : INFO : Epoch 1851 | loss: 0.0312169 | val_loss: 0.0312246 | Time: 6230.44 ms [2022-04-24 08:42:47 main:574] : INFO : Epoch 1852 | loss: 0.0312124 | val_loss: 0.0312153 | Time: 6049.55 ms [2022-04-24 08:42:53 main:574] : INFO : Epoch 1853 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 6043.96 ms [2022-04-24 08:43:00 main:574] : INFO : Epoch 1854 | loss: 0.031209 | val_loss: 0.0312162 | Time: 6263.37 ms [2022-04-24 08:43:06 main:574] : INFO : Epoch 1855 | loss: 0.0312093 | val_loss: 0.0312151 | Time: 6637.77 ms [2022-04-24 08:43:13 main:574] : INFO : Epoch 1856 | loss: 0.0312098 | val_loss: 0.0312156 | Time: 6198.19 ms [2022-04-24 08:43:20 main:574] : INFO : Epoch 1857 | loss: 0.031211 | val_loss: 0.0312256 | Time: 6077.98 ms [2022-04-24 08:43:26 main:574] : INFO : Epoch 1858 | loss: 0.0312159 | val_loss: 0.0312146 | Time: 6398.71 ms [2022-04-24 08:43:32 main:574] : INFO : Epoch 1859 | loss: 0.0312105 | val_loss: 0.0312147 | Time: 5822.92 ms [2022-04-24 08:43:39 main:574] : INFO : Epoch 1860 | loss: 0.0312113 | val_loss: 0.0312183 | Time: 5529.49 ms [2022-04-24 08:43:45 main:574] : INFO : Epoch 1861 | loss: 0.0312117 | val_loss: 0.0312162 | Time: 5593.74 ms [2022-04-24 08:43:51 main:574] : INFO : Epoch 1862 | loss: 0.031211 | val_loss: 0.0312155 | Time: 6045.96 ms [2022-04-24 08:43:58 main:574] : INFO : Epoch 1863 | loss: 0.0312096 | val_loss: 0.0312152 | Time: 6072.33 ms [2022-04-24 08:44:05 main:574] : INFO : Epoch 1864 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 5673.44 ms [2022-04-24 08:44:11 main:574] : INFO : Epoch 1865 | loss: 0.0312092 | val_loss: 0.0312148 | Time: 6001.84 ms [2022-04-24 08:44:18 main:574] : INFO : Epoch 1866 | loss: 0.0312088 | val_loss: 0.0312149 | Time: 6210.87 ms [2022-04-24 08:44:24 main:574] : INFO : Epoch 1867 | loss: 0.031209 | val_loss: 0.0312207 | Time: 6352.8 ms [2022-04-24 08:44:31 main:574] : INFO : Epoch 1868 | loss: 0.0312082 | val_loss: 0.0312171 | Time: 6676.22 ms [2022-04-24 08:44:36 main:574] : INFO : Epoch 1869 | loss: 0.03121 | val_loss: 0.0312148 | Time: 4462.69 ms [2022-04-24 08:44:42 main:574] : INFO : Epoch 1870 | loss: 0.0312098 | val_loss: 0.0312162 | Time: 5749.66 ms [2022-04-24 08:44:49 main:574] : INFO : Epoch 1871 | loss: 0.0312129 | val_loss: 0.0312227 | Time: 6000.79 ms [2022-04-24 08:44:55 main:574] : INFO : Epoch 1872 | loss: 0.0312121 | val_loss: 0.0312198 | Time: 5906.76 ms [2022-04-24 08:45:02 main:574] : INFO : Epoch 1873 | loss: 0.0312145 | val_loss: 0.0312232 | Time: 6187.49 ms [2022-04-24 08:45:09 main:574] : INFO : Epoch 1874 | loss: 0.0312108 | val_loss: 0.0312154 | Time: 6119.06 ms [2022-04-24 08:45:16 main:574] : INFO : Epoch 1875 | loss: 0.0312099 | val_loss: 0.0312151 | Time: 6257.65 ms [2022-04-24 08:45:22 main:574] : INFO : Epoch 1876 | loss: 0.03121 | val_loss: 0.0312158 | Time: 6290.48 ms [2022-04-24 08:45:28 main:574] : INFO : Epoch 1877 | loss: 0.0312099 | val_loss: 0.0312158 | Time: 5942.23 ms [2022-04-24 08:45:35 main:574] : INFO : Epoch 1878 | loss: 0.0312101 | val_loss: 0.0312183 | Time: 6019.22 ms [2022-04-24 08:45:42 main:574] : INFO : Epoch 1879 | loss: 0.0312128 | val_loss: 0.0312249 | Time: 6095.49 ms [2022-04-24 08:45:49 main:574] : INFO : Epoch 1880 | loss: 0.0312147 | val_loss: 0.0312215 | Time: 6260.51 ms [2022-04-24 08:45:55 main:574] : INFO : Epoch 1881 | loss: 0.0312133 | val_loss: 0.0312159 | Time: 6192.67 ms [2022-04-24 08:46:02 main:574] : INFO : Epoch 1882 | loss: 0.0312094 | val_loss: 0.0312153 | Time: 6036.55 ms [2022-04-24 08:46:08 main:574] : INFO : Epoch 1883 | loss: 0.0312094 | val_loss: 0.0312154 | Time: 6324.7 ms [2022-04-24 08:46:15 main:574] : INFO : Epoch 1884 | loss: 0.0312107 | val_loss: 0.0312165 | Time: 6164.36 ms [2022-04-24 08:46:21 main:574] : INFO : Epoch 1885 | loss: 0.0312115 | val_loss: 0.0312159 | Time: 6080.37 ms [2022-04-24 08:46:27 main:574] : INFO : Epoch 1886 | loss: 0.031213 | val_loss: 0.0312166 | Time: 5956.23 ms [2022-04-24 08:46:34 main:574] : INFO : Epoch 1887 | loss: 0.0312146 | val_loss: 0.0312167 | Time: 6111.62 ms [2022-04-24 08:46:40 main:574] : INFO : Epoch 1888 | loss: 0.0312119 | val_loss: 0.0312178 | Time: 6224.62 ms [2022-04-24 08:46:47 main:574] : INFO : Epoch 1889 | loss: 0.0312106 | val_loss: 0.0312173 | Time: 6041.07 ms [2022-04-24 08:46:53 main:574] : INFO : Epoch 1890 | loss: 0.0312112 | val_loss: 0.0312192 | Time: 6343.86 ms [2022-04-24 08:47:01 main:574] : INFO : Epoch 1891 | loss: 0.0312156 | val_loss: 0.0312162 | Time: 6310.85 ms [2022-04-24 08:47:08 main:574] : INFO : Epoch 1892 | loss: 0.0312106 | val_loss: 0.0312156 | Time: 6205.7 ms [2022-04-24 08:47:15 main:574] : INFO : Epoch 1893 | loss: 0.0312102 | val_loss: 0.0312219 | Time: 7151.94 ms [2022-04-24 08:47:21 main:574] : INFO : Epoch 1894 | loss: 0.0312109 | val_loss: 0.0312156 | Time: 5985.91 ms [2022-04-24 08:47:28 main:574] : INFO : Epoch 1895 | loss: 0.0312096 | val_loss: 0.0312165 | Time: 6089.92 ms [2022-04-24 08:47:36 main:574] : INFO : Epoch 1896 | loss: 0.0312105 | val_loss: 0.0312154 | Time: 6357.45 ms [2022-04-24 08:47:43 main:574] : INFO : Epoch 1897 | loss: 0.0312112 | val_loss: 0.0312155 | Time: 6165.23 ms [2022-04-24 08:47:49 main:574] : INFO : Epoch 1898 | loss: 0.0312102 | val_loss: 0.031221 | Time: 6388.65 ms [2022-04-24 08:47:56 main:574] : INFO : Epoch 1899 | loss: 0.0312132 | val_loss: 0.031215 | Time: 6201.56 ms [2022-04-24 08:48:03 main:574] : INFO : Epoch 1900 | loss: 0.0312144 | val_loss: 0.0312199 | Time: 6209.49 ms [2022-04-24 08:48:09 main:574] : INFO : Epoch 1901 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 6133.66 ms [2022-04-24 08:48:16 main:574] : INFO : Epoch 1902 | loss: 0.031209 | val_loss: 0.0312134 | Time: 6300.13 ms [2022-04-24 08:48:22 main:574] : INFO : Epoch 1903 | loss: 0.0312096 | val_loss: 0.031215 | Time: 6133 ms [2022-04-24 08:48:29 main:574] : INFO : Epoch 1904 | loss: 0.0312121 | val_loss: 0.0312155 | Time: 6206.13 ms [2022-04-24 08:48:36 main:574] : INFO : Epoch 1905 | loss: 0.0312113 | val_loss: 0.031217 | Time: 6100.32 ms [2022-04-24 08:48:42 main:574] : INFO : Epoch 1906 | loss: 0.031211 | val_loss: 0.0312178 | Time: 6189.68 ms [2022-04-24 08:48:48 main:574] : INFO : Epoch 1907 | loss: 0.03121 | val_loss: 0.0312153 | Time: 6056.68 ms [2022-04-24 08:48:54 main:574] : INFO : Epoch 1908 | loss: 0.0312096 | val_loss: 0.031215 | Time: 6069.21 ms [2022-04-24 08:49:01 main:574] : INFO : Epoch 1909 | loss: 0.0312102 | val_loss: 0.0312216 | Time: 6255.72 ms [2022-04-24 08:49:09 main:574] : INFO : Epoch 1910 | loss: 0.031211 | val_loss: 0.0312164 | Time: 6302.73 ms [2022-04-24 08:49:15 main:574] : INFO : Epoch 1911 | loss: 0.0312111 | val_loss: 0.0312184 | Time: 6071.97 ms [2022-04-24 08:49:22 main:574] : INFO : Epoch 1912 | loss: 0.0312105 | val_loss: 0.0312156 | Time: 5859.92 ms [2022-04-24 08:49:29 main:574] : INFO : Epoch 1913 | loss: 0.0312136 | val_loss: 0.0312215 | Time: 6021.59 ms [2022-04-24 08:49:36 main:574] : INFO : Epoch 1914 | loss: 0.0312105 | val_loss: 0.031217 | Time: 5904.34 ms [2022-04-24 08:49:43 main:574] : INFO : Epoch 1915 | loss: 0.0312093 | val_loss: 0.031216 | Time: 5980.46 ms [2022-04-24 08:49:49 main:574] : INFO : Epoch 1916 | loss: 0.03121 | val_loss: 0.0312168 | Time: 6135.37 ms [2022-04-24 08:49:56 main:574] : INFO : Epoch 1917 | loss: 0.0312124 | val_loss: 0.0312218 | Time: 6162.29 ms [2022-04-24 08:50:02 main:574] : INFO : Epoch 1918 | loss: 0.0312116 | val_loss: 0.0312214 | Time: 5967.11 ms [2022-04-24 08:50:09 main:574] : INFO : Epoch 1919 | loss: 0.0312133 | val_loss: 0.0312172 | Time: 6144.5 ms [2022-04-24 08:50:17 main:574] : INFO : Epoch 1920 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 6195.72 ms [2022-04-24 08:50:23 main:574] : INFO : Epoch 1921 | loss: 0.0312126 | val_loss: 0.0312164 | Time: 6335.47 ms [2022-04-24 08:50:29 main:574] : INFO : Epoch 1922 | loss: 0.031214 | val_loss: 0.0312167 | Time: 6172.29 ms [2022-04-24 08:50:36 main:574] : INFO : Epoch 1923 | loss: 0.0312124 | val_loss: 0.0312195 | Time: 6015.43 ms [2022-04-24 08:50:42 main:574] : INFO : Epoch 1924 | loss: 0.031217 | val_loss: 0.031221 | Time: 6251.36 ms [2022-04-24 08:50:49 main:574] : INFO : Epoch 1925 | loss: 0.0312166 | val_loss: 0.0312234 | Time: 6101.48 ms [2022-04-24 08:50:55 main:574] : INFO : Epoch 1926 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 6124.19 ms [2022-04-24 08:51:02 main:574] : INFO : Epoch 1927 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 6153.37 ms [2022-04-24 08:51:08 main:574] : INFO : Epoch 1928 | loss: 0.0312158 | val_loss: 0.0312187 | Time: 6162.82 ms [2022-04-24 08:51:15 main:574] : INFO : Epoch 1929 | loss: 0.0312145 | val_loss: 0.0312198 | Time: 6309.24 ms [2022-04-24 08:51:21 main:574] : INFO : Epoch 1930 | loss: 0.0312142 | val_loss: 0.0312181 | Time: 5679.05 ms [2022-04-24 08:51:28 main:574] : INFO : Epoch 1931 | loss: 0.031217 | val_loss: 0.0312165 | Time: 6008.74 ms [2022-04-24 08:51:35 main:574] : INFO : Epoch 1932 | loss: 0.0312134 | val_loss: 0.0312187 | Time: 6241.59 ms [2022-04-24 08:51:41 main:574] : INFO : Epoch 1933 | loss: 0.0312107 | val_loss: 0.0312169 | Time: 6179.03 ms [2022-04-24 08:51:47 main:574] : INFO : Epoch 1934 | loss: 0.0312105 | val_loss: 0.031216 | Time: 6053.05 ms [2022-04-24 08:51:54 main:574] : INFO : Epoch 1935 | loss: 0.0312124 | val_loss: 0.0312188 | Time: 5993.07 ms [2022-04-24 08:52:01 main:574] : INFO : Epoch 1936 | loss: 0.0312108 | val_loss: 0.0312161 | Time: 6347.94 ms [2022-04-24 08:52:07 main:574] : INFO : Epoch 1937 | loss: 0.0312094 | val_loss: 0.0312167 | Time: 6238.76 ms [2022-04-24 08:52:14 main:574] : INFO : Epoch 1938 | loss: 0.03121 | val_loss: 0.0312169 | Time: 6174.78 ms [2022-04-24 08:52:21 main:574] : INFO : Epoch 1939 | loss: 0.0312097 | val_loss: 0.0312152 | Time: 6224.9 ms [2022-04-24 08:52:27 main:574] : INFO : Epoch 1940 | loss: 0.031212 | val_loss: 0.0312166 | Time: 6270.88 ms [2022-04-24 08:52:35 main:574] : INFO : Epoch 1941 | loss: 0.031212 | val_loss: 0.0312157 | Time: 6253.78 ms [2022-04-24 08:52:41 main:574] : INFO : Epoch 1942 | loss: 0.0312127 | val_loss: 0.0312179 | Time: 6177.98 ms [2022-04-24 08:52:47 main:574] : INFO : Epoch 1943 | loss: 0.0312093 | val_loss: 0.0312152 | Time: 5974.69 ms [2022-04-24 08:52:54 main:574] : INFO : Epoch 1944 | loss: 0.0312091 | val_loss: 0.0312152 | Time: 6117.22 ms [2022-04-24 08:53:00 main:574] : INFO : Epoch 1945 | loss: 0.0312103 | val_loss: 0.0312161 | Time: 6274.89 ms [2022-04-24 08:53:07 main:574] : INFO : Epoch 1946 | loss: 0.0312112 | val_loss: 0.0312178 | Time: 6223.89 ms [2022-04-24 08:53:13 main:574] : INFO : Epoch 1947 | loss: 0.0312121 | val_loss: 0.0312209 | Time: 6065.05 ms [2022-04-24 08:53:20 main:574] : INFO : Epoch 1948 | loss: 0.0312115 | val_loss: 0.0312172 | Time: 6051.28 ms [2022-04-24 08:53:27 main:574] : INFO : Epoch 1949 | loss: 0.0312096 | val_loss: 0.0312152 | Time: 7148.74 ms [2022-04-24 08:53:34 main:574] : INFO : Epoch 1950 | loss: 0.031211 | val_loss: 0.0312171 | Time: 6099.62 ms [2022-04-24 08:53:40 main:574] : INFO : Epoch 1951 | loss: 0.0312098 | val_loss: 0.0312272 | Time: 6071.53 ms [2022-04-24 08:53:47 main:574] : INFO : Epoch 1952 | loss: 0.0312102 | val_loss: 0.0312145 | Time: 6062 ms [2022-04-24 08:53:53 main:574] : INFO : Epoch 1953 | loss: 0.0312091 | val_loss: 0.0312148 | Time: 6061.39 ms [2022-04-24 08:54:00 main:574] : INFO : Epoch 1954 | loss: 0.0312082 | val_loss: 0.0312154 | Time: 6136.75 ms [2022-04-24 08:54:06 main:574] : INFO : Epoch 1955 | loss: 0.0312101 | val_loss: 0.0312145 | Time: 6085.36 ms [2022-04-24 08:54:12 main:574] : INFO : Epoch 1956 | loss: 0.0312123 | val_loss: 0.0312169 | Time: 5708.55 ms [2022-04-24 08:54:19 main:574] : INFO : Epoch 1957 | loss: 0.031211 | val_loss: 0.031215 | Time: 6063.29 ms [2022-04-24 08:54:25 main:574] : INFO : Epoch 1958 | loss: 0.0312099 | val_loss: 0.0312178 | Time: 6103.13 ms [2022-04-24 08:54:32 main:574] : INFO : Epoch 1959 | loss: 0.0312091 | val_loss: 0.031215 | Time: 6207.4 ms [2022-04-24 08:54:38 main:574] : INFO : Epoch 1960 | loss: 0.0312093 | val_loss: 0.0312181 | Time: 6125.82 ms [2022-04-24 08:54:45 main:574] : INFO : Epoch 1961 | loss: 0.0312125 | val_loss: 0.0312189 | Time: 6116.3 ms [2022-04-24 08:54:52 main:574] : INFO : Epoch 1962 | loss: 0.0312121 | val_loss: 0.0312164 | Time: 6143.4 ms [2022-04-24 08:54:58 main:574] : INFO : Epoch 1963 | loss: 0.0312109 | val_loss: 0.0312161 | Time: 6100.25 ms [2022-04-24 08:55:04 main:574] : INFO : Epoch 1964 | loss: 0.0312106 | val_loss: 0.0312156 | Time: 6075.8 ms [2022-04-24 08:55:10 main:574] : INFO : Epoch 1965 | loss: 0.0312097 | val_loss: 0.0312156 | Time: 6145.25 ms [2022-04-24 08:55:17 main:574] : INFO : Epoch 1966 | loss: 0.0312158 | val_loss: 0.0312169 | Time: 6121.85 ms [2022-04-24 08:55:23 main:574] : INFO : Epoch 1967 | loss: 0.0312119 | val_loss: 0.0312158 | Time: 6042.5 ms [2022-04-24 08:55:30 main:574] : INFO : Epoch 1968 | loss: 0.0312115 | val_loss: 0.0312164 | Time: 6054.62 ms [2022-04-24 08:55:36 main:574] : INFO : Epoch 1969 | loss: 0.0312111 | val_loss: 0.0312157 | Time: 6168.07 ms [2022-04-24 08:55:43 main:574] : INFO : Epoch 1970 | loss: 0.0312093 | val_loss: 0.0312176 | Time: 6108.01 ms [2022-04-24 08:55:49 main:574] : INFO : Epoch 1971 | loss: 0.0312092 | val_loss: 0.031217 | Time: 6154.7 ms [2022-04-24 08:55:55 main:574] : INFO : Epoch 1972 | loss: 0.0312093 | val_loss: 0.0312154 | Time: 6071.85 ms [2022-04-24 08:56:02 main:574] : INFO : Epoch 1973 | loss: 0.0312086 | val_loss: 0.0312272 | Time: 6282.73 ms [2022-04-24 08:56:08 main:574] : INFO : Epoch 1974 | loss: 0.0312172 | val_loss: 0.0312287 | Time: 6057.4 ms [2022-04-24 08:56:14 main:574] : INFO : Epoch 1975 | loss: 0.031266 | val_loss: 0.0312723 | Time: 6007.88 ms [2022-04-24 08:56:20 main:574] : INFO : Epoch 1976 | loss: 0.0343127 | val_loss: 0.0353278 | Time: 6114.64 ms [2022-04-24 08:56:27 main:574] : INFO : Epoch 1977 | loss: 0.0323224 | val_loss: 0.031466 | Time: 6083.45 ms [2022-04-24 08:56:33 main:574] : INFO : Epoch 1978 | loss: 0.0313176 | val_loss: 0.0312493 | Time: 6043.39 ms [2022-04-24 08:56:39 main:574] : INFO : Epoch 1979 | loss: 0.0312307 | val_loss: 0.0312217 | Time: 6199.31 ms [2022-04-24 08:56:46 main:574] : INFO : Epoch 1980 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 6234.36 ms [2022-04-24 08:56:52 main:574] : INFO : Epoch 1981 | loss: 0.0312101 | val_loss: 0.0312176 | Time: 6197.59 ms [2022-04-24 08:56:59 main:574] : INFO : Epoch 1982 | loss: 0.0312089 | val_loss: 0.0312174 | Time: 6048.47 ms [2022-04-24 08:57:05 main:574] : INFO : Epoch 1983 | loss: 0.0312123 | val_loss: 0.0312163 | Time: 6141.11 ms [2022-04-24 08:57:12 main:574] : INFO : Epoch 1984 | loss: 0.0312118 | val_loss: 0.0312165 | Time: 6185.73 ms [2022-04-24 08:57:18 main:574] : INFO : Epoch 1985 | loss: 0.031211 | val_loss: 0.0312152 | Time: 6272.9 ms [2022-04-24 08:57:25 main:574] : INFO : Epoch 1986 | loss: 0.0312094 | val_loss: 0.0312136 | Time: 6224.28 ms [2022-04-24 08:57:31 main:574] : INFO : Epoch 1987 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 6002.11 ms [2022-04-24 08:57:37 main:574] : INFO : Epoch 1988 | loss: 0.03121 | val_loss: 0.031215 | Time: 6074.73 ms [2022-04-24 08:57:44 main:574] : INFO : Epoch 1989 | loss: 0.0312092 | val_loss: 0.0312161 | Time: 6156.12 ms [2022-04-24 08:57:50 main:574] : INFO : Epoch 1990 | loss: 0.0312091 | val_loss: 0.0312164 | Time: 6174.59 ms [2022-04-24 08:57:56 main:574] : INFO : Epoch 1991 | loss: 0.0312085 | val_loss: 0.0312147 | Time: 5956.78 ms [2022-04-24 08:58:02 main:574] : INFO : Epoch 1992 | loss: 0.0312087 | val_loss: 0.0312169 | Time: 6183.89 ms [2022-04-24 08:58:08 main:574] : INFO : Epoch 1993 | loss: 0.0312095 | val_loss: 0.0312168 | Time: 5709.6 ms [2022-04-24 08:58:15 main:574] : INFO : Epoch 1994 | loss: 0.0312095 | val_loss: 0.0312151 | Time: 5751.79 ms [2022-04-24 08:58:21 main:574] : INFO : Epoch 1995 | loss: 0.0312086 | val_loss: 0.03122 | Time: 6001.95 ms [2022-04-24 08:58:28 main:574] : INFO : Epoch 1996 | loss: 0.0312096 | val_loss: 0.0312165 | Time: 5787.6 ms [2022-04-24 08:58:34 main:574] : INFO : Epoch 1997 | loss: 0.0312114 | val_loss: 0.0312168 | Time: 5990.06 ms [2022-04-24 08:58:41 main:574] : INFO : Epoch 1998 | loss: 0.0312103 | val_loss: 0.0312181 | Time: 6078.04 ms [2022-04-24 08:58:48 main:574] : INFO : Epoch 1999 | loss: 0.0312088 | val_loss: 0.0312162 | Time: 6162.36 ms [2022-04-24 08:58:54 main:574] : INFO : Epoch 2000 | loss: 0.0312096 | val_loss: 0.0312184 | Time: 6265.95 ms [2022-04-24 08:58:59 main:574] : INFO : Epoch 2001 | loss: 0.0312094 | val_loss: 0.0312156 | Time: 4760.31 ms [2022-04-24 08:59:05 main:574] : INFO : Epoch 2002 | loss: 0.0312095 | val_loss: 0.0312162 | Time: 5813.71 ms [2022-04-24 08:59:11 main:574] : INFO : Epoch 2003 | loss: 0.0312111 | val_loss: 0.0312166 | Time: 6064.08 ms [2022-04-24 08:59:18 main:574] : INFO : Epoch 2004 | loss: 0.0312105 | val_loss: 0.0312167 | Time: 6133.31 ms [2022-04-24 08:59:24 main:574] : INFO : Epoch 2005 | loss: 0.031209 | val_loss: 0.0312156 | Time: 6026.49 ms [2022-04-24 08:59:30 main:574] : INFO : Epoch 2006 | loss: 0.0312085 | val_loss: 0.0312157 | Time: 6096.42 ms [2022-04-24 08:59:36 main:574] : INFO : Epoch 2007 | loss: 0.0312084 | val_loss: 0.0312162 | Time: 6137.78 ms [2022-04-24 08:59:43 main:574] : INFO : Epoch 2008 | loss: 0.0312084 | val_loss: 0.0312159 | Time: 6180.07 ms [2022-04-24 08:59:49 main:574] : INFO : Epoch 2009 | loss: 0.0312094 | val_loss: 0.0312171 | Time: 5935.98 ms [2022-04-24 08:59:55 main:574] : INFO : Epoch 2010 | loss: 0.0312082 | val_loss: 0.0312164 | Time: 6110.26 ms [2022-04-24 09:00:02 main:574] : INFO : Epoch 2011 | loss: 0.031208 | val_loss: 0.0312167 | Time: 6084.64 ms [2022-04-24 09:00:09 main:574] : INFO : Epoch 2012 | loss: 0.0312073 | val_loss: 0.0312166 | Time: 6147.65 ms [2022-04-24 09:00:15 main:574] : INFO : Epoch 2013 | loss: 0.0312074 | val_loss: 0.0312153 | Time: 6072.85 ms [2022-04-24 09:00:21 main:574] : INFO : Epoch 2014 | loss: 0.0312069 | val_loss: 0.0312159 | Time: 5989.76 ms [2022-04-24 09:00:29 main:574] : INFO : Epoch 2015 | loss: 0.0312065 | val_loss: 0.0312161 | Time: 6882.47 ms [2022-04-24 09:00:35 main:574] : INFO : Epoch 2016 | loss: 0.031207 | val_loss: 0.0312164 | Time: 6240.45 ms [2022-04-24 09:00:41 main:574] : INFO : Epoch 2017 | loss: 0.031208 | val_loss: 0.0312158 | Time: 5978.66 ms [2022-04-24 09:00:47 main:574] : INFO : Epoch 2018 | loss: 0.031207 | val_loss: 0.0312163 | Time: 5856.93 ms [2022-04-24 09:00:53 main:574] : INFO : Epoch 2019 | loss: 0.0312085 | val_loss: 0.0312165 | Time: 6111.97 ms [2022-04-24 09:01:00 main:574] : INFO : Epoch 2020 | loss: 0.0312101 | val_loss: 0.0312168 | Time: 6028.86 ms [2022-04-24 09:01:07 main:574] : INFO : Epoch 2021 | loss: 0.0312087 | val_loss: 0.0312163 | Time: 6046.01 ms [2022-04-24 09:01:13 main:574] : INFO : Epoch 2022 | loss: 0.0312092 | val_loss: 0.0312193 | Time: 6126.73 ms [2022-04-24 09:01:20 main:574] : INFO : Epoch 2023 | loss: 0.0312086 | val_loss: 0.0312176 | Time: 6151.87 ms [2022-04-24 09:01:26 main:574] : INFO : Epoch 2024 | loss: 0.0312116 | val_loss: 0.0312189 | Time: 6141.31 ms [2022-04-24 09:01:32 main:574] : INFO : Epoch 2025 | loss: 0.0312118 | val_loss: 0.0312205 | Time: 5907.4 ms [2022-04-24 09:01:39 main:574] : INFO : Epoch 2026 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 6133.69 ms [2022-04-24 09:01:45 main:574] : INFO : Epoch 2027 | loss: 0.0312114 | val_loss: 0.0312202 | Time: 6199.9 ms [2022-04-24 09:01:52 main:574] : INFO : Epoch 2028 | loss: 0.0312113 | val_loss: 0.0312179 | Time: 6037.14 ms [2022-04-24 09:01:58 main:574] : INFO : Epoch 2029 | loss: 0.0312101 | val_loss: 0.0312179 | Time: 6011.31 ms [2022-04-24 09:02:05 main:574] : INFO : Epoch 2030 | loss: 0.0312104 | val_loss: 0.0312179 | Time: 6109.98 ms [2022-04-24 09:02:11 main:574] : INFO : Epoch 2031 | loss: 0.0312103 | val_loss: 0.0312171 | Time: 6166.23 ms [2022-04-24 09:02:17 main:574] : INFO : Epoch 2032 | loss: 0.0312109 | val_loss: 0.0312199 | Time: 5770.3 ms [2022-04-24 09:02:24 main:574] : INFO : Epoch 2033 | loss: 0.0312124 | val_loss: 0.0312213 | Time: 5930.51 ms [2022-04-24 09:02:30 main:574] : INFO : Epoch 2034 | loss: 0.0312111 | val_loss: 0.0312182 | Time: 5732.57 ms [2022-04-24 09:02:37 main:574] : INFO : Epoch 2035 | loss: 0.0312092 | val_loss: 0.031219 | Time: 5814.61 ms [2022-04-24 09:02:44 main:574] : INFO : Epoch 2036 | loss: 0.0312107 | val_loss: 0.0312183 | Time: 6046.58 ms [2022-04-24 09:02:50 main:574] : INFO : Epoch 2037 | loss: 0.0312117 | val_loss: 0.0312164 | Time: 6117.83 ms [2022-04-24 09:02:56 main:574] : INFO : Epoch 2038 | loss: 0.0312097 | val_loss: 0.031218 | Time: 6057.59 ms [2022-04-24 09:03:03 main:574] : INFO : Epoch 2039 | loss: 0.0312108 | val_loss: 0.031218 | Time: 6047.74 ms [2022-04-24 09:03:09 main:574] : INFO : Epoch 2040 | loss: 0.0312107 | val_loss: 0.0312151 | Time: 5960.7 ms [2022-04-24 09:03:15 main:574] : INFO : Epoch 2041 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 5840.84 ms [2022-04-24 09:03:21 main:574] : INFO : Epoch 2042 | loss: 0.0312119 | val_loss: 0.0312168 | Time: 5754.63 ms [2022-04-24 09:03:28 main:574] : INFO : Epoch 2043 | loss: 0.0312091 | val_loss: 0.031215 | Time: 5805.64 ms [2022-04-24 09:03:34 main:574] : INFO : Epoch 2044 | loss: 0.0312086 | val_loss: 0.0312151 | Time: 5647.42 ms [2022-04-24 09:03:40 main:574] : INFO : Epoch 2045 | loss: 0.0312086 | val_loss: 0.0312147 | Time: 5848.45 ms [2022-04-24 09:03:47 main:574] : INFO : Epoch 2046 | loss: 0.0312092 | val_loss: 0.0312158 | Time: 6133.71 ms [2022-04-24 09:03:53 main:574] : INFO : Epoch 2047 | loss: 0.0312102 | val_loss: 0.0312176 | Time: 6026.49 ms [2022-04-24 09:03:59 main:574] : INFO : Epoch 2048 | loss: 0.0312101 | val_loss: 0.0312156 | Time: 5938.17 ms [2022-04-24 09:03:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312156 [2022-04-24 09:04:00 main:603] : INFO : Saving end state to config to file [2022-04-24 09:04:00 main:608] : INFO : Success, exiting.. 09:04:01 (13856): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)