Task 10774050
| Name | ParityModified-1639951840-12787-2-0_0 |
| Workunit | 8088222 |
| Created | 14 Jan 2022, 21:02:24 UTC |
| Sent | 29 Jan 2022, 8:40:24 UTC |
| Report deadline | 6 Feb 2022, 8:40:24 UTC |
| Received | 29 Jan 2022, 19:32:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 36 min 52 sec |
| CPU time | 4 hours 18 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 25:13 main:574] : INFO : Epoch 1542 | loss: 0.0312145 | val_loss: 0.0312167 | Time: 8639.82 ms [2022-01-29 19:25:21 main:574] : INFO : Epoch 1543 | loss: 0.0312167 | val_loss: 0.0312219 | Time: 7899.58 ms [2022-01-29 19:25:29 main:574] : INFO : Epoch 1544 | loss: 0.0312157 | val_loss: 0.031218 | Time: 8695.42 ms [2022-01-29 19:25:38 main:574] : INFO : Epoch 1545 | loss: 0.0312152 | val_loss: 0.0312165 | Time: 9043.36 ms [2022-01-29 19:25:47 main:574] : INFO : Epoch 1546 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 9008.88 ms [2022-01-29 19:25:56 main:574] : INFO : Epoch 1547 | loss: 0.0312113 | val_loss: 0.0312158 | Time: 8875.5 ms [2022-01-29 19:26:05 main:574] : INFO : Epoch 1548 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 8852.98 ms [2022-01-29 19:26:14 main:574] : INFO : Epoch 1549 | loss: 0.0312138 | val_loss: 0.0312164 | Time: 8839.98 ms [2022-01-29 19:26:23 main:574] : INFO : Epoch 1550 | loss: 0.0312125 | val_loss: 0.0312166 | Time: 8866.27 ms [2022-01-29 19:26:32 main:574] : INFO : Epoch 1551 | loss: 0.0312108 | val_loss: 0.0312166 | Time: 8783.2 ms [2022-01-29 19:26:41 main:574] : INFO : Epoch 1552 | loss: 0.0312149 | val_loss: 0.0312248 | Time: 8878.29 ms [2022-01-29 19:26:50 main:574] : INFO : Epoch 1553 | loss: 0.0312155 | val_loss: 0.031225 | Time: 8895.4 ms [2022-01-29 19:26:59 main:574] : INFO : Epoch 1554 | loss: 0.0312149 | val_loss: 0.0312196 | Time: 9019.04 ms [2022-01-29 19:27:08 main:574] : INFO : Epoch 1555 | loss: 0.0312124 | val_loss: 0.0312157 | Time: 8882.96 ms [2022-01-29 19:27:17 main:574] : INFO : Epoch 1556 | loss: 0.0312123 | val_loss: 0.0312217 | Time: 8720.13 ms [2022-01-29 19:27:26 main:574] : INFO : Epoch 1557 | loss: 0.0312136 | val_loss: 0.0312199 | Time: 8990.22 ms [2022-01-29 19:27:35 main:574] : INFO : Epoch 1558 | loss: 0.0312108 | val_loss: 0.0312168 | Time: 9068.73 ms [2022-01-29 19:27:44 main:574] : INFO : Epoch 1559 | loss: 0.0312102 | val_loss: 0.0312154 | Time: 8843.47 ms [2022-01-29 19:27:53 main:574] : INFO : Epoch 1560 | loss: 0.0312114 | val_loss: 0.0312173 | Time: 8944.65 ms [2022-01-29 19:28:02 main:574] : INFO : Epoch 1561 | loss: 0.0312132 | val_loss: 0.0312171 | Time: 8855.98 ms [2022-01-29 19:28:10 main:574] : INFO : Epoch 1562 | loss: 0.0312109 | val_loss: 0.0312145 | Time: 8768.97 ms [2022-01-29 19:28:19 main:574] : INFO : Epoch 1563 | loss: 0.0312096 | val_loss: 0.0312145 | Time: 8745.82 ms [2022-01-29 19:28:28 main:574] : INFO : Epoch 1564 | loss: 0.0312098 | val_loss: 0.0312179 | Time: 8756.64 ms [2022-01-29 19:28:37 main:574] : INFO : Epoch 1565 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 8440.8 ms [2022-01-29 19:28:45 main:574] : INFO : Epoch 1566 | loss: 0.0312108 | val_loss: 0.0312149 | Time: 8569.26 ms [2022-01-29 19:28:54 main:574] : INFO : Epoch 1567 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 8719.86 ms [2022-01-29 19:29:03 main:574] : INFO : Epoch 1568 | loss: 0.0312105 | val_loss: 0.0312159 | Time: 8688.46 ms [2022-01-29 19:29:12 main:574] : INFO : Epoch 1569 | loss: 0.0312123 | val_loss: 0.0312165 | Time: 8778.17 ms [2022-01-29 19:29:21 main:574] : INFO : Epoch 1570 | loss: 0.0312102 | val_loss: 0.0312145 | Time: 8860.35 ms [2022-01-29 19:29:29 main:574] : INFO : Epoch 1571 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 8712.78 ms [2022-01-29 19:29:38 main:574] : INFO : Epoch 1572 | loss: 0.0312101 | val_loss: 0.0312168 | Time: 8671.34 ms [2022-01-29 19:29:46 main:574] : INFO : Epoch 1573 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 8415.38 ms [2022-01-29 19:29:55 main:574] : INFO : Epoch 1574 | loss: 0.0312097 | val_loss: 0.0312163 | Time: 8667.97 ms [2022-01-29 19:30:04 main:574] : INFO : Epoch 1575 | loss: 0.0312093 | val_loss: 0.0312164 | Time: 8481.17 ms [2022-01-29 19:30:12 main:574] : INFO : Epoch 1576 | loss: 0.0312096 | val_loss: 0.0312146 | Time: 8488.52 ms [2022-01-29 19:30:21 main:574] : INFO : Epoch 1577 | loss: 0.0312098 | val_loss: 0.031214 | Time: 8647.68 ms [2022-01-29 19:30:30 main:574] : INFO : Epoch 1578 | loss: 0.0312113 | val_loss: 0.0312163 | Time: 9138.24 ms [2022-01-29 19:30:39 main:574] : INFO : Epoch 1579 | loss: 0.0312095 | val_loss: 0.0312152 | Time: 8824.8 ms [2022-01-29 19:30:48 main:574] : INFO : Epoch 1580 | loss: 0.0312112 | val_loss: 0.0312164 | Time: 8671.03 ms [2022-01-29 19:30:57 main:574] : INFO : Epoch 1581 | loss: 0.0312117 | val_loss: 0.0312176 | Time: 8904.37 ms [2022-01-29 19:31:05 main:574] : INFO : Epoch 1582 | loss: 0.0312118 | val_loss: 0.0312247 | Time: 8549.16 ms [2022-01-29 19:31:14 main:574] : INFO : Epoch 1583 | loss: 0.0312104 | val_loss: 0.0312178 | Time: 8962.87 ms [2022-01-29 19:31:23 main:574] : INFO : Epoch 1584 | loss: 0.0312083 | val_loss: 0.0312119 | Time: 8830.97 ms [2022-01-29 19:31:32 main:574] : INFO : Epoch 1585 | loss: 0.0312074 | val_loss: 0.0312125 | Time: 8605.63 ms [2022-01-29 19:31:41 main:574] : INFO : Epoch 1586 | loss: 0.0312073 | val_loss: 0.0312138 | Time: 8631.94 ms [2022-01-29 19:31:49 main:574] : INFO : Epoch 1587 | loss: 0.0312086 | val_loss: 0.0312164 | Time: 8814 ms [2022-01-29 19:31:58 main:574] : INFO : Epoch 1588 | loss: 0.0312092 | val_loss: 0.0312139 | Time: 8938.97 ms [2022-01-29 19:32:07 main:574] : INFO : Epoch 1589 | loss: 0.0312078 | val_loss: 0.0312144 | Time: 8697.27 ms [2022-01-29 19:32:16 main:574] : INFO : Epoch 1590 | loss: 0.0312072 | val_loss: 0.031213 | Time: 9103.02 ms [2022-01-29 19:32:25 main:574] : INFO : Epoch 1591 | loss: 0.0312065 | val_loss: 0.0312116 | Time: 8849.19 ms [2022-01-29 19:32:34 main:574] : INFO : Epoch 1592 | loss: 0.0312066 | val_loss: 0.0312128 | Time: 8943.89 ms [2022-01-29 19:32:43 main:574] : INFO : Epoch 1593 | loss: 0.031206 | val_loss: 0.0312134 | Time: 8794.25 ms [2022-01-29 19:32:52 main:574] : INFO : Epoch 1594 | loss: 0.0312064 | val_loss: 0.031215 | Time: 8420.96 ms [2022-01-29 19:33:00 main:574] : INFO : Epoch 1595 | loss: 0.0312107 | val_loss: 0.0312151 | Time: 8837.97 ms [2022-01-29 19:33:10 main:574] : INFO : Epoch 1596 | loss: 0.0312079 | val_loss: 0.0312141 | Time: 9035.87 ms [2022-01-29 19:33:18 main:574] : INFO : Epoch 1597 | loss: 0.0312082 | val_loss: 0.0312217 | Time: 8684.6 ms [2022-01-29 19:33:27 main:574] : INFO : Epoch 1598 | loss: 0.0312161 | val_loss: 0.0312221 | Time: 8524.95 ms [2022-01-29 19:33:36 main:574] : INFO : Epoch 1599 | loss: 0.0312334 | val_loss: 0.0313207 | Time: 8856.83 ms [2022-01-29 19:33:45 main:574] : INFO : Epoch 1600 | loss: 0.0336746 | val_loss: 0.0348414 | Time: 8804.02 ms [2022-01-29 19:33:54 main:574] : INFO : Epoch 1601 | loss: 0.0322202 | val_loss: 0.0314961 | Time: 8750.6 ms [2022-01-29 19:34:02 main:574] : INFO : Epoch 1602 | loss: 0.0314216 | val_loss: 0.031326 | Time: 8903.27 ms [2022-01-29 19:34:11 main:574] : INFO : Epoch 1603 | loss: 0.0312741 | val_loss: 0.0312571 | Time: 8647.01 ms [2022-01-29 19:34:20 main:574] : INFO : Epoch 1604 | loss: 0.0312541 | val_loss: 0.0312514 | Time: 8619.15 ms [2022-01-29 19:34:29 main:574] : INFO : Epoch 1605 | loss: 0.0312511 | val_loss: 0.03125 | Time: 8668.57 ms [2022-01-29 19:34:37 main:574] : INFO : Epoch 1606 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 8850.7 ms [2022-01-29 19:34:46 main:574] : INFO : Epoch 1607 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 8654.72 ms [2022-01-29 19:34:55 main:574] : INFO : Epoch 1608 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 8878.21 ms [2022-01-29 19:35:04 main:574] : INFO : Epoch 1609 | loss: 0.0312492 | val_loss: 0.031248 | Time: 8937.37 ms [2022-01-29 19:35:13 main:574] : INFO : Epoch 1610 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 8701.69 ms [2022-01-29 19:35:22 main:574] : INFO : Epoch 1611 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 8674.93 ms [2022-01-29 19:35:30 main:574] : INFO : Epoch 1612 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 8780.65 ms [2022-01-29 19:35:39 main:574] : INFO : Epoch 1613 | loss: 0.031247 | val_loss: 0.0312462 | Time: 8683.26 ms [2022-01-29 19:35:48 main:574] : INFO : Epoch 1614 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 8820.78 ms [2022-01-29 19:35:57 main:574] : INFO : Epoch 1615 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 9327.36 ms [2022-01-29 19:36:07 main:574] : INFO : Epoch 1616 | loss: 0.0312433 | val_loss: 0.0312416 | Time: 9874.09 ms [2022-01-29 19:36:17 main:574] : INFO : Epoch 1617 | loss: 0.0312428 | val_loss: 0.03124 | Time: 9132.5 ms [2022-01-29 19:36:26 main:574] : INFO : Epoch 1618 | loss: 0.0312411 | val_loss: 0.0312385 | Time: 9026.45 ms [2022-01-29 19:36:35 main:574] : INFO : Epoch 1619 | loss: 0.0312395 | val_loss: 0.0312367 | Time: 8809.26 ms [2022-01-29 19:36:44 main:574] : INFO : Epoch 1620 | loss: 0.0312368 | val_loss: 0.0312345 | Time: 8993.87 ms [2022-01-29 19:36:53 main:574] : INFO : Epoch 1621 | loss: 0.0312353 | val_loss: 0.0312337 | Time: 9750.23 ms [2022-01-29 19:37:02 main:574] : INFO : Epoch 1622 | loss: 0.0312324 | val_loss: 0.0312335 | Time: 8870.62 ms [2022-01-29 19:37:11 main:574] : INFO : Epoch 1623 | loss: 0.0312329 | val_loss: 0.0312322 | Time: 8219.55 ms [2022-01-29 19:37:19 main:574] : INFO : Epoch 1624 | loss: 0.0312324 | val_loss: 0.0312292 | Time: 8335.27 ms [2022-01-29 19:37:28 main:574] : INFO : Epoch 1625 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 8634.84 ms [2022-01-29 19:37:37 main:574] : INFO : Epoch 1626 | loss: 0.0312299 | val_loss: 0.0312392 | Time: 8887.5 ms [2022-01-29 19:37:45 main:574] : INFO : Epoch 1627 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 7858.03 ms [2022-01-29 19:37:52 main:574] : INFO : Epoch 1628 | loss: 0.0312263 | val_loss: 0.0312251 | Time: 7729.4 ms [2022-01-29 19:38:00 main:574] : INFO : Epoch 1629 | loss: 0.031226 | val_loss: 0.0312244 | Time: 7858.97 ms [2022-01-29 19:38:08 main:574] : INFO : Epoch 1630 | loss: 0.031225 | val_loss: 0.031225 | Time: 8035.18 ms [2022-01-29 19:38:16 main:574] : INFO : Epoch 1631 | loss: 0.0312252 | val_loss: 0.0312253 | Time: 7411.59 ms [2022-01-29 19:38:23 main:574] : INFO : Epoch 1632 | loss: 0.0312251 | val_loss: 0.0312229 | Time: 7618.2 ms [2022-01-29 19:38:31 main:574] : INFO : Epoch 1633 | loss: 0.0312247 | val_loss: 0.0312261 | Time: 7635.38 ms [2022-01-29 19:38:39 main:574] : INFO : Epoch 1634 | loss: 0.031226 | val_loss: 0.0312258 | Time: 7368.12 ms [2022-01-29 19:38:46 main:574] : INFO : Epoch 1635 | loss: 0.0312264 | val_loss: 0.0312261 | Time: 7548.81 ms [2022-01-29 19:38:54 main:574] : INFO : Epoch 1636 | loss: 0.0312244 | val_loss: 0.0312241 | Time: 7745.85 ms [2022-01-29 19:39:01 main:574] : INFO : Epoch 1637 | loss: 0.031224 | val_loss: 0.0312238 | Time: 7296.56 ms [2022-01-29 19:39:09 main:574] : INFO : Epoch 1638 | loss: 0.0312261 | val_loss: 0.0312218 | Time: 7545.59 ms [2022-01-29 19:39:17 main:574] : INFO : Epoch 1639 | loss: 0.0312217 | val_loss: 0.031221 | Time: 7653.62 ms [2022-01-29 19:39:24 main:574] : INFO : Epoch 1640 | loss: 0.0312206 | val_loss: 0.0312351 | Time: 7707.9 ms [2022-01-29 19:39:32 main:574] : INFO : Epoch 1641 | loss: 0.0312232 | val_loss: 0.0312194 | Time: 7569.96 ms [2022-01-29 19:39:39 main:574] : INFO : Epoch 1642 | loss: 0.0312201 | val_loss: 0.0312231 | Time: 7379.78 ms [2022-01-29 19:39:47 main:574] : INFO : Epoch 1643 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 7315.94 ms [2022-01-29 19:39:54 main:574] : INFO : Epoch 1644 | loss: 0.0312193 | val_loss: 0.0312256 | Time: 7228.13 ms [2022-01-29 19:40:01 main:574] : INFO : Epoch 1645 | loss: 0.0312213 | val_loss: 0.031219 | Time: 7235.2 ms [2022-01-29 19:40:09 main:574] : INFO : Epoch 1646 | loss: 0.0312182 | val_loss: 0.0312187 | Time: 7289.79 ms [2022-01-29 19:40:16 main:574] : INFO : Epoch 1647 | loss: 0.031218 | val_loss: 0.0312305 | Time: 7248.84 ms [2022-01-29 19:40:23 main:574] : INFO : Epoch 1648 | loss: 0.0312256 | val_loss: 0.0312222 | Time: 7338.54 ms [2022-01-29 19:40:31 main:574] : INFO : Epoch 1649 | loss: 0.0312211 | val_loss: 0.0312216 | Time: 7468.47 ms [2022-01-29 19:40:39 main:574] : INFO : Epoch 1650 | loss: 0.0312213 | val_loss: 0.0312173 | Time: 7437.77 ms [2022-01-29 19:40:46 main:574] : INFO : Epoch 1651 | loss: 0.031219 | val_loss: 0.0312167 | Time: 7353.52 ms [2022-01-29 19:40:53 main:574] : INFO : Epoch 1652 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 7154.15 ms [2022-01-29 19:41:00 main:574] : INFO : Epoch 1653 | loss: 0.0312202 | val_loss: 0.0312287 | Time: 7178.1 ms [2022-01-29 19:41:08 main:574] : INFO : Epoch 1654 | loss: 0.0312197 | val_loss: 0.0312162 | Time: 7560.05 ms [2022-01-29 19:41:16 main:574] : INFO : Epoch 1655 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 7485.39 ms [2022-01-29 19:41:23 main:574] : INFO : Epoch 1656 | loss: 0.0312147 | val_loss: 0.0312153 | Time: 7295.06 ms [2022-01-29 19:41:30 main:574] : INFO : Epoch 1657 | loss: 0.0312153 | val_loss: 0.031229 | Time: 7533.04 ms [2022-01-29 19:41:38 main:574] : INFO : Epoch 1658 | loss: 0.0312175 | val_loss: 0.0312164 | Time: 7184.22 ms [2022-01-29 19:41:45 main:574] : INFO : Epoch 1659 | loss: 0.0312175 | val_loss: 0.031217 | Time: 7134.92 ms [2022-01-29 19:41:52 main:574] : INFO : Epoch 1660 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 6874.49 ms [2022-01-29 19:41:59 main:574] : INFO : Epoch 1661 | loss: 0.03122 | val_loss: 0.0312213 | Time: 7077.15 ms [2022-01-29 19:42:06 main:574] : INFO : Epoch 1662 | loss: 0.0312168 | val_loss: 0.0312146 | Time: 6926.35 ms [2022-01-29 19:42:13 main:574] : INFO : Epoch 1663 | loss: 0.0312139 | val_loss: 0.031222 | Time: 6830.94 ms [2022-01-29 19:42:20 main:574] : INFO : Epoch 1664 | loss: 0.0312164 | val_loss: 0.0312138 | Time: 6869.03 ms [2022-01-29 19:42:27 main:574] : INFO : Epoch 1665 | loss: 0.0312124 | val_loss: 0.0312153 | Time: 6915.17 ms [2022-01-29 19:42:34 main:574] : INFO : Epoch 1666 | loss: 0.0312132 | val_loss: 0.031219 | Time: 6857.97 ms [2022-01-29 19:42:41 main:574] : INFO : Epoch 1667 | loss: 0.0312126 | val_loss: 0.031213 | Time: 7141.02 ms [2022-01-29 19:42:48 main:574] : INFO : Epoch 1668 | loss: 0.0312117 | val_loss: 0.0312147 | Time: 7005.93 ms [2022-01-29 19:42:55 main:574] : INFO : Epoch 1669 | loss: 0.0312124 | val_loss: 0.0312136 | Time: 6851.84 ms [2022-01-29 19:43:02 main:574] : INFO : Epoch 1670 | loss: 0.0312093 | val_loss: 0.0312139 | Time: 7157.13 ms [2022-01-29 19:43:10 main:574] : INFO : Epoch 1671 | loss: 0.0312104 | val_loss: 0.031213 | Time: 7477.48 ms [2022-01-29 19:43:17 main:574] : INFO : Epoch 1672 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 7159.86 ms [2022-01-29 19:43:24 main:574] : INFO : Epoch 1673 | loss: 0.0312123 | val_loss: 0.0312116 | Time: 7299 ms [2022-01-29 19:43:31 main:574] : INFO : Epoch 1674 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 6779.26 ms [2022-01-29 19:43:38 main:574] : INFO : Epoch 1675 | loss: 0.031211 | val_loss: 0.0312214 | Time: 6899.18 ms [2022-01-29 19:43:45 main:574] : INFO : Epoch 1676 | loss: 0.0312088 | val_loss: 0.0312118 | Time: 6772.32 ms [2022-01-29 19:43:52 main:574] : INFO : Epoch 1677 | loss: 0.0312111 | val_loss: 0.0312194 | Time: 6795.26 ms [2022-01-29 19:43:58 main:574] : INFO : Epoch 1678 | loss: 0.0312084 | val_loss: 0.0312172 | Time: 6526.64 ms [2022-01-29 19:44:05 main:574] : INFO : Epoch 1679 | loss: 0.0312072 | val_loss: 0.0312125 | Time: 6789.63 ms [2022-01-29 19:44:12 main:574] : INFO : Epoch 1680 | loss: 0.031206 | val_loss: 0.0312121 | Time: 7032.38 ms [2022-01-29 19:44:19 main:574] : INFO : Epoch 1681 | loss: 0.0312057 | val_loss: 0.0312107 | Time: 6770.69 ms [2022-01-29 19:44:26 main:574] : INFO : Epoch 1682 | loss: 0.0312051 | val_loss: 0.0312108 | Time: 6843.97 ms [2022-01-29 19:44:33 main:574] : INFO : Epoch 1683 | loss: 0.0312062 | val_loss: 0.0312129 | Time: 6723.79 ms [2022-01-29 19:44:39 main:574] : INFO : Epoch 1684 | loss: 0.0312052 | val_loss: 0.0312105 | Time: 6736.74 ms [2022-01-29 19:44:46 main:574] : INFO : Epoch 1685 | loss: 0.0312047 | val_loss: 0.0312102 | Time: 6904.38 ms [2022-01-29 19:44:53 main:574] : INFO : Epoch 1686 | loss: 0.0312065 | val_loss: 0.0312134 | Time: 6757.9 ms [2022-01-29 19:45:00 main:574] : INFO : Epoch 1687 | loss: 0.0312044 | val_loss: 0.0312104 | Time: 6823.91 ms [2022-01-29 19:45:07 main:574] : INFO : Epoch 1688 | loss: 0.0312042 | val_loss: 0.0312092 | Time: 6859.12 ms [2022-01-29 19:45:14 main:574] : INFO : Epoch 1689 | loss: 0.0312049 | val_loss: 0.0312093 | Time: 6877.64 ms [2022-01-29 19:45:21 main:574] : INFO : Epoch 1690 | loss: 0.0312037 | val_loss: 0.0312096 | Time: 6835.4 ms [2022-01-29 19:45:28 main:574] : INFO : Epoch 1691 | loss: 0.0312039 | val_loss: 0.031209 | Time: 6886.69 ms [2022-01-29 19:45:35 main:574] : INFO : Epoch 1692 | loss: 0.0312025 | val_loss: 0.0312089 | Time: 6879.71 ms [2022-01-29 19:45:41 main:574] : INFO : Epoch 1693 | loss: 0.0312024 | val_loss: 0.0312093 | Time: 6747.27 ms [2022-01-29 19:45:48 main:574] : INFO : Epoch 1694 | loss: 0.0312044 | val_loss: 0.0312177 | Time: 6842.56 ms [2022-01-29 19:45:55 main:574] : INFO : Epoch 1695 | loss: 0.0312079 | val_loss: 0.031209 | Time: 6772.11 ms [2022-01-29 19:46:02 main:574] : INFO : Epoch 1696 | loss: 0.0312014 | val_loss: 0.0312095 | Time: 6771.2 ms [2022-01-29 19:46:09 main:574] : INFO : Epoch 1697 | loss: 0.0312028 | val_loss: 0.0312103 | Time: 6749.5 ms [2022-01-29 19:46:15 main:574] : INFO : Epoch 1698 | loss: 0.0312041 | val_loss: 0.0312074 | Time: 6556.86 ms [2022-01-29 19:46:22 main:574] : INFO : Epoch 1699 | loss: 0.0312047 | val_loss: 0.0312086 | Time: 6799.62 ms [2022-01-29 19:46:29 main:574] : INFO : Epoch 1700 | loss: 0.0312016 | val_loss: 0.0312102 | Time: 6435.09 ms [2022-01-29 19:46:36 main:574] : INFO : Epoch 1701 | loss: 0.0312021 | val_loss: 0.0312081 | Time: 6758.68 ms [2022-01-29 19:46:42 main:574] : INFO : Epoch 1702 | loss: 0.0312018 | val_loss: 0.0312087 | Time: 6788.32 ms [2022-01-29 19:46:49 main:574] : INFO : Epoch 1703 | loss: 0.0312005 | val_loss: 0.0312076 | Time: 6720.11 ms [2022-01-29 19:46:56 main:574] : INFO : Epoch 1704 | loss: 0.0311997 | val_loss: 0.0312114 | Time: 6785.22 ms [2022-01-29 19:47:03 main:574] : INFO : Epoch 1705 | loss: 0.0312025 | val_loss: 0.0312064 | Time: 6709.45 ms [2022-01-29 19:47:10 main:574] : INFO : Epoch 1706 | loss: 0.0312008 | val_loss: 0.031207 | Time: 6693.7 ms [2022-01-29 19:47:16 main:574] : INFO : Epoch 1707 | loss: 0.0311985 | val_loss: 0.031206 | Time: 6777.61 ms [2022-01-29 19:47:23 main:574] : INFO : Epoch 1708 | loss: 0.0311979 | val_loss: 0.0312065 | Time: 6796.67 ms [2022-01-29 19:47:30 main:574] : INFO : Epoch 1709 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 6734.6 ms [2022-01-29 19:47:37 main:574] : INFO : Epoch 1710 | loss: 0.0312011 | val_loss: 0.0312119 | Time: 6683.47 ms [2022-01-29 19:47:44 main:574] : INFO : Epoch 1711 | loss: 0.0312002 | val_loss: 0.0312052 | Time: 6810.57 ms [2022-01-29 19:47:50 main:574] : INFO : Epoch 1712 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 6695.96 ms [2022-01-29 19:47:57 main:574] : INFO : Epoch 1713 | loss: 0.0311985 | val_loss: 0.0312076 | Time: 6654.64 ms [2022-01-29 19:48:04 main:574] : INFO : Epoch 1714 | loss: 0.0311967 | val_loss: 0.0312054 | Time: 6778.09 ms [2022-01-29 19:48:11 main:574] : INFO : Epoch 1715 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 6761.84 ms [2022-01-29 19:48:18 main:574] : INFO : Epoch 1716 | loss: 0.0311966 | val_loss: 0.031207 | Time: 6824.93 ms [2022-01-29 19:48:25 main:574] : INFO : Epoch 1717 | loss: 0.0311957 | val_loss: 0.031211 | Time: 6962.46 ms [2022-01-29 19:48:31 main:574] : INFO : Epoch 1718 | loss: 0.0311974 | val_loss: 0.031204 | Time: 6711.16 ms [2022-01-29 19:48:38 main:574] : INFO : Epoch 1719 | loss: 0.0311972 | val_loss: 0.0312134 | Time: 6772.5 ms [2022-01-29 19:48:45 main:574] : INFO : Epoch 1720 | loss: 0.0311969 | val_loss: 0.0312037 | Time: 6681.56 ms [2022-01-29 19:48:52 main:574] : INFO : Epoch 1721 | loss: 0.0311983 | val_loss: 0.0312075 | Time: 6679.23 ms [2022-01-29 19:48:59 main:574] : INFO : Epoch 1722 | loss: 0.0311942 | val_loss: 0.0312036 | Time: 6713.17 ms [2022-01-29 19:49:06 main:574] : INFO : Epoch 1723 | loss: 0.0311955 | val_loss: 0.0312126 | Time: 6890.34 ms [2022-01-29 19:49:13 main:574] : INFO : Epoch 1724 | loss: 0.0311959 | val_loss: 0.0312044 | Time: 7012.81 ms [2022-01-29 19:49:20 main:574] : INFO : Epoch 1725 | loss: 0.0311933 | val_loss: 0.0312027 | Time: 7026.49 ms [2022-01-29 19:49:28 main:574] : INFO : Epoch 1726 | loss: 0.031195 | val_loss: 0.031203 | Time: 7809.1 ms [2022-01-29 19:49:35 main:574] : INFO : Epoch 1727 | loss: 0.0311918 | val_loss: 0.0312051 | Time: 7658.55 ms [2022-01-29 19:49:43 main:574] : INFO : Epoch 1728 | loss: 0.0311941 | val_loss: 0.0312043 | Time: 7635.06 ms [2022-01-29 19:49:51 main:574] : INFO : Epoch 1729 | loss: 0.0311984 | val_loss: 0.0312035 | Time: 7834.83 ms [2022-01-29 19:49:59 main:574] : INFO : Epoch 1730 | loss: 0.0311915 | val_loss: 0.0312025 | Time: 7675.05 ms [2022-01-29 19:50:07 main:574] : INFO : Epoch 1731 | loss: 0.0311907 | val_loss: 0.0312022 | Time: 7864.13 ms [2022-01-29 19:50:14 main:574] : INFO : Epoch 1732 | loss: 0.0311905 | val_loss: 0.0312015 | Time: 7892.23 ms [2022-01-29 19:50:22 main:574] : INFO : Epoch 1733 | loss: 0.031191 | val_loss: 0.031201 | Time: 7751.67 ms [2022-01-29 19:50:30 main:574] : INFO : Epoch 1734 | loss: 0.031191 | val_loss: 0.0312042 | Time: 7694.92 ms [2022-01-29 19:50:38 main:574] : INFO : Epoch 1735 | loss: 0.031191 | val_loss: 0.0312031 | Time: 7513.51 ms [2022-01-29 19:50:45 main:574] : INFO : Epoch 1736 | loss: 0.0311927 | val_loss: 0.031201 | Time: 7502.78 ms [2022-01-29 19:50:53 main:574] : INFO : Epoch 1737 | loss: 0.0311917 | val_loss: 0.0312007 | Time: 7590.88 ms [2022-01-29 19:51:01 main:574] : INFO : Epoch 1738 | loss: 0.0311902 | val_loss: 0.0312011 | Time: 7705.41 ms [2022-01-29 19:51:08 main:574] : INFO : Epoch 1739 | loss: 0.0311905 | val_loss: 0.0312034 | Time: 7806.38 ms [2022-01-29 19:51:16 main:574] : INFO : Epoch 1740 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 7687.14 ms [2022-01-29 19:51:24 main:574] : INFO : Epoch 1741 | loss: 0.0311898 | val_loss: 0.0312015 | Time: 7761.31 ms [2022-01-29 19:51:32 main:574] : INFO : Epoch 1742 | loss: 0.0311912 | val_loss: 0.0312025 | Time: 7772.23 ms [2022-01-29 19:51:39 main:574] : INFO : Epoch 1743 | loss: 0.0311901 | val_loss: 0.0312009 | Time: 7666.09 ms [2022-01-29 19:51:47 main:574] : INFO : Epoch 1744 | loss: 0.0311904 | val_loss: 0.0311997 | Time: 7765.8 ms [2022-01-29 19:51:55 main:574] : INFO : Epoch 1745 | loss: 0.0311961 | val_loss: 0.0312158 | Time: 7746.1 ms [2022-01-29 19:52:03 main:574] : INFO : Epoch 1746 | loss: 0.0312049 | val_loss: 0.0312082 | Time: 7780.97 ms [2022-01-29 19:52:11 main:574] : INFO : Epoch 1747 | loss: 0.0311912 | val_loss: 0.0312036 | Time: 7751.32 ms [2022-01-29 19:52:19 main:574] : INFO : Epoch 1748 | loss: 0.0311878 | val_loss: 0.0312004 | Time: 7677.84 ms [2022-01-29 19:52:26 main:574] : INFO : Epoch 1749 | loss: 0.0311873 | val_loss: 0.0312017 | Time: 7769.18 ms [2022-01-29 19:52:34 main:574] : INFO : Epoch 1750 | loss: 0.0311901 | val_loss: 0.0312012 | Time: 7774.05 ms [2022-01-29 19:52:42 main:574] : INFO : Epoch 1751 | loss: 0.0311883 | val_loss: 0.0311995 | Time: 7879.87 ms [2022-01-29 19:52:50 main:574] : INFO : Epoch 1752 | loss: 0.0311885 | val_loss: 0.0312006 | Time: 7839.67 ms [2022-01-29 19:52:58 main:574] : INFO : Epoch 1753 | loss: 0.0311881 | val_loss: 0.0312047 | Time: 7573.23 ms [2022-01-29 19:53:05 main:574] : INFO : Epoch 1754 | loss: 0.0311882 | val_loss: 0.0312085 | Time: 7795.63 ms [2022-01-29 19:53:13 main:574] : INFO : Epoch 1755 | loss: 0.031192 | val_loss: 0.0312049 | Time: 7754.91 ms [2022-01-29 19:53:21 main:574] : INFO : Epoch 1756 | loss: 0.0311875 | val_loss: 0.0311999 | Time: 7730.3 ms [2022-01-29 19:53:29 main:574] : INFO : Epoch 1757 | loss: 0.0311863 | val_loss: 0.0311993 | Time: 7792.48 ms [2022-01-29 19:53:37 main:574] : INFO : Epoch 1758 | loss: 0.031186 | val_loss: 0.0312022 | Time: 7839.97 ms [2022-01-29 19:53:44 main:574] : INFO : Epoch 1759 | loss: 0.0311863 | val_loss: 0.0311993 | Time: 7623.53 ms [2022-01-29 19:53:52 main:574] : INFO : Epoch 1760 | loss: 0.0311862 | val_loss: 0.0312049 | Time: 7734.41 ms [2022-01-29 19:54:00 main:574] : INFO : Epoch 1761 | loss: 0.0311879 | val_loss: 0.0311978 | Time: 7826.1 ms [2022-01-29 19:54:08 main:574] : INFO : Epoch 1762 | loss: 0.0311883 | val_loss: 0.0312039 | Time: 7748.02 ms [2022-01-29 19:54:16 main:574] : INFO : Epoch 1763 | loss: 0.0311865 | val_loss: 0.0311998 | Time: 7691.35 ms [2022-01-29 19:54:23 main:574] : INFO : Epoch 1764 | loss: 0.0311863 | val_loss: 0.0311993 | Time: 7787.73 ms [2022-01-29 19:54:32 main:574] : INFO : Epoch 1765 | loss: 0.0311885 | val_loss: 0.0312018 | Time: 7991.32 ms [2022-01-29 19:54:39 main:574] : INFO : Epoch 1766 | loss: 0.0311858 | val_loss: 0.0311989 | Time: 7619.07 ms [2022-01-29 19:54:47 main:574] : INFO : Epoch 1767 | loss: 0.0311864 | val_loss: 0.0312014 | Time: 7653.15 ms [2022-01-29 19:54:55 main:574] : INFO : Epoch 1768 | loss: 0.0311856 | val_loss: 0.0312014 | Time: 7983.45 ms [2022-01-29 19:55:03 main:574] : INFO : Epoch 1769 | loss: 0.0311856 | val_loss: 0.0311978 | Time: 7555.5 ms [2022-01-29 19:55:10 main:574] : INFO : Epoch 1770 | loss: 0.0311843 | val_loss: 0.0311979 | Time: 7785.57 ms [2022-01-29 19:55:18 main:574] : INFO : Epoch 1771 | loss: 0.0311829 | val_loss: 0.0311979 | Time: 7797.1 ms [2022-01-29 19:55:26 main:574] : INFO : Epoch 1772 | loss: 0.031182 | val_loss: 0.0311987 | Time: 7892.17 ms [2022-01-29 19:55:34 main:574] : INFO : Epoch 1773 | loss: 0.031183 | val_loss: 0.0311978 | Time: 7686.33 ms [2022-01-29 19:55:42 main:574] : INFO : Epoch 1774 | loss: 0.0311858 | val_loss: 0.0311983 | Time: 7909.69 ms [2022-01-29 19:55:50 main:574] : INFO : Epoch 1775 | loss: 0.0311855 | val_loss: 0.0311983 | Time: 7807.48 ms [2022-01-29 19:55:58 main:574] : INFO : Epoch 1776 | loss: 0.0311839 | val_loss: 0.0312055 | Time: 7661.47 ms [2022-01-29 19:56:06 main:574] : INFO : Epoch 1777 | loss: 0.0311879 | val_loss: 0.0312097 | Time: 8380.94 ms [2022-01-29 19:56:14 main:574] : INFO : Epoch 1778 | loss: 0.0311837 | val_loss: 0.0312048 | Time: 8002.21 ms [2022-01-29 19:56:22 main:574] : INFO : Epoch 1779 | loss: 0.0311835 | val_loss: 0.0311974 | Time: 7781.54 ms [2022-01-29 19:56:30 main:574] : INFO : Epoch 1780 | loss: 0.031182 | val_loss: 0.0312035 | Time: 8103.35 ms [2022-01-29 19:56:38 main:574] : INFO : Epoch 1781 | loss: 0.0311839 | val_loss: 0.031205 | Time: 7696.29 ms [2022-01-29 19:56:46 main:574] : INFO : Epoch 1782 | loss: 0.0311819 | val_loss: 0.0312001 | Time: 7910.99 ms [2022-01-29 19:56:54 main:574] : INFO : Epoch 1783 | loss: 0.0311805 | val_loss: 0.0311971 | Time: 7800.41 ms [2022-01-29 19:57:02 main:574] : INFO : Epoch 1784 | loss: 0.0311798 | val_loss: 0.0311968 | Time: 7906.09 ms [2022-01-29 19:57:10 main:574] : INFO : Epoch 1785 | loss: 0.0311818 | val_loss: 0.0311965 | Time: 8131.1 ms [2022-01-29 19:57:18 main:574] : INFO : Epoch 1786 | loss: 0.0311795 | val_loss: 0.0311962 | Time: 8026.2 ms [2022-01-29 19:57:26 main:574] : INFO : Epoch 1787 | loss: 0.0311793 | val_loss: 0.0311964 | Time: 8005.41 ms [2022-01-29 19:57:34 main:574] : INFO : Epoch 1788 | loss: 0.0311799 | val_loss: 0.0311968 | Time: 8061.95 ms [2022-01-29 19:57:42 main:574] : INFO : Epoch 1789 | loss: 0.0311788 | val_loss: 0.0311967 | Time: 7816.86 ms [2022-01-29 19:57:50 main:574] : INFO : Epoch 1790 | loss: 0.0311795 | val_loss: 0.0311999 | Time: 7694.48 ms [2022-01-29 19:57:58 main:574] : INFO : Epoch 1791 | loss: 0.0311818 | val_loss: 0.0311977 | Time: 7839.32 ms [2022-01-29 19:58:05 main:574] : INFO : Epoch 1792 | loss: 0.0311802 | val_loss: 0.0311967 | Time: 7729.45 ms [2022-01-29 19:58:13 main:574] : INFO : Epoch 1793 | loss: 0.0311813 | val_loss: 0.031207 | Time: 7784.69 ms [2022-01-29 19:58:21 main:574] : INFO : Epoch 1794 | loss: 0.0311828 | val_loss: 0.0311971 | Time: 8057.68 ms [2022-01-29 19:58:29 main:574] : INFO : Epoch 1795 | loss: 0.0311783 | val_loss: 0.0311977 | Time: 7928.36 ms [2022-01-29 19:58:37 main:574] : INFO : Epoch 1796 | loss: 0.0311788 | val_loss: 0.0311944 | Time: 7834.05 ms [2022-01-29 19:58:45 main:574] : INFO : Epoch 1797 | loss: 0.0311793 | val_loss: 0.0312074 | Time: 8037.58 ms [2022-01-29 19:58:53 main:574] : INFO : Epoch 1798 | loss: 0.0311845 | val_loss: 0.0311981 | Time: 7788.35 ms [2022-01-29 19:59:01 main:574] : INFO : Epoch 1799 | loss: 0.0311809 | val_loss: 0.031196 | Time: 7760.67 ms [2022-01-29 19:59:09 main:574] : INFO : Epoch 1800 | loss: 0.0311823 | val_loss: 0.0312071 | Time: 7991.6 ms [2022-01-29 19:59:17 main:574] : INFO : Epoch 1801 | loss: 0.0311832 | val_loss: 0.0311986 | Time: 7766.88 ms [2022-01-29 19:59:25 main:574] : INFO : Epoch 1802 | loss: 0.0311793 | val_loss: 0.0311974 | Time: 7777.45 ms [2022-01-29 19:59:33 main:574] : INFO : Epoch 1803 | loss: 0.0311788 | val_loss: 0.0311977 | Time: 8054.33 ms [2022-01-29 19:59:41 main:574] : INFO : Epoch 1804 | loss: 0.0311777 | val_loss: 0.0311978 | Time: 8248.37 ms [2022-01-29 19:59:49 main:574] : INFO : Epoch 1805 | loss: 0.0311768 | val_loss: 0.0311938 | Time: 7998.78 ms [2022-01-29 19:59:57 main:574] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311941 | Time: 7794.6 ms [2022-01-29 20:00:05 main:574] : INFO : Epoch 1807 | loss: 0.0311758 | val_loss: 0.0311935 | Time: 7945.72 ms [2022-01-29 20:00:13 main:574] : INFO : Epoch 1808 | loss: 0.0311761 | val_loss: 0.0311931 | Time: 8024.06 ms [2022-01-29 20:00:21 main:574] : INFO : Epoch 1809 | loss: 0.031175 | val_loss: 0.0311945 | Time: 7926.23 ms [2022-01-29 20:00:29 main:574] : INFO : Epoch 1810 | loss: 0.0311746 | val_loss: 0.031195 | Time: 7985.41 ms [2022-01-29 20:00:37 main:574] : INFO : Epoch 1811 | loss: 0.0311751 | val_loss: 0.0311944 | Time: 8062.29 ms [2022-01-29 20:00:45 main:574] : INFO : Epoch 1812 | loss: 0.0311739 | val_loss: 0.0311945 | Time: 7883.49 ms [2022-01-29 20:00:53 main:574] : INFO : Epoch 1813 | loss: 0.0311731 | val_loss: 0.0311943 | Time: 7746.45 ms [2022-01-29 20:01:01 main:574] : INFO : Epoch 1814 | loss: 0.0311735 | val_loss: 0.0311943 | Time: 7781.52 ms [2022-01-29 20:01:09 main:574] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.0311949 | Time: 7777.31 ms [2022-01-29 20:01:17 main:574] : INFO : Epoch 1816 | loss: 0.0311769 | val_loss: 0.031204 | Time: 8159.14 ms [2022-01-29 20:01:25 main:574] : INFO : Epoch 1817 | loss: 0.0311752 | val_loss: 0.0311938 | Time: 8084.95 ms [2022-01-29 20:01:33 main:574] : INFO : Epoch 1818 | loss: 0.031172 | val_loss: 0.0311944 | Time: 7795.5 ms [2022-01-29 20:01:41 main:574] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.0311973 | Time: 7888.54 ms [2022-01-29 20:01:49 main:574] : INFO : Epoch 1820 | loss: 0.0311746 | val_loss: 0.0311921 | Time: 7979.61 ms [2022-01-29 20:01:57 main:574] : INFO : Epoch 1821 | loss: 0.0311724 | val_loss: 0.0311939 | Time: 8172.23 ms [2022-01-29 20:02:05 main:574] : INFO : Epoch 1822 | loss: 0.0311726 | val_loss: 0.0312005 | Time: 8229.08 ms [2022-01-29 20:02:13 main:574] : INFO : Epoch 1823 | loss: 0.0311731 | val_loss: 0.0311939 | Time: 7794.41 ms [2022-01-29 20:02:21 main:574] : INFO : Epoch 1824 | loss: 0.0311737 | val_loss: 0.0311933 | Time: 8067.57 ms [2022-01-29 20:02:29 main:574] : INFO : Epoch 1825 | loss: 0.0311749 | val_loss: 0.0312003 | Time: 8088.34 ms [2022-01-29 20:02:37 main:574] : INFO : Epoch 1826 | loss: 0.031173 | val_loss: 0.0312 | Time: 7965.07 ms [2022-01-29 20:02:45 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0312015 | Time: 8071.47 ms [2022-01-29 20:02:54 main:574] : INFO : Epoch 1828 | loss: 0.0311732 | val_loss: 0.0311945 | Time: 8015.97 ms [2022-01-29 20:03:02 main:574] : INFO : Epoch 1829 | loss: 0.0311707 | val_loss: 0.0311917 | Time: 8074.95 ms [2022-01-29 20:03:10 main:574] : INFO : Epoch 1830 | loss: 0.0311738 | val_loss: 0.0312042 | Time: 8050.29 ms [2022-01-29 20:03:18 main:574] : INFO : Epoch 1831 | loss: 0.0311727 | val_loss: 0.031204 | Time: 8002.37 ms [2022-01-29 20:03:26 main:574] : INFO : Epoch 1832 | loss: 0.0311758 | val_loss: 0.0312028 | Time: 7998.04 ms [2022-01-29 20:03:34 main:574] : INFO : Epoch 1833 | loss: 0.0311748 | val_loss: 0.0311934 | Time: 8139.01 ms [2022-01-29 20:03:42 main:574] : INFO : Epoch 1834 | loss: 0.0311725 | val_loss: 0.0311924 | Time: 7903.3 ms [2022-01-29 20:03:50 main:574] : INFO : Epoch 1835 | loss: 0.0311703 | val_loss: 0.0311931 | Time: 7793.9 ms [2022-01-29 20:03:58 main:574] : INFO : Epoch 1836 | loss: 0.0311713 | val_loss: 0.031193 | Time: 7913.29 ms [2022-01-29 20:04:06 main:574] : INFO : Epoch 1837 | loss: 0.0311697 | val_loss: 0.0311932 | Time: 7985.93 ms [2022-01-29 20:04:14 main:574] : INFO : Epoch 1838 | loss: 0.0311691 | val_loss: 0.0311913 | Time: 8024.28 ms [2022-01-29 20:04:22 main:574] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.0311977 | Time: 7781.41 ms [2022-01-29 20:04:30 main:574] : INFO : Epoch 1840 | loss: 0.0311722 | val_loss: 0.0311961 | Time: 8074.81 ms [2022-01-29 20:04:38 main:574] : INFO : Epoch 1841 | loss: 0.0311724 | val_loss: 0.0311962 | Time: 7925.57 ms [2022-01-29 20:04:46 main:574] : INFO : Epoch 1842 | loss: 0.0311711 | val_loss: 0.0311985 | Time: 7777.8 ms [2022-01-29 20:04:54 main:574] : INFO : Epoch 1843 | loss: 0.0311705 | val_loss: 0.0311903 | Time: 7792.48 ms [2022-01-29 20:05:02 main:574] : INFO : Epoch 1844 | loss: 0.0311694 | val_loss: 0.0311908 | Time: 8102.87 ms [2022-01-29 20:05:10 main:574] : INFO : Epoch 1845 | loss: 0.0311718 | val_loss: 0.0311912 | Time: 7845.6 ms [2022-01-29 20:05:18 main:574] : INFO : Epoch 1846 | loss: 0.0311707 | val_loss: 0.0311928 | Time: 7938.46 ms [2022-01-29 20:05:26 main:574] : INFO : Epoch 1847 | loss: 0.031169 | val_loss: 0.0311944 | Time: 7816.86 ms [2022-01-29 20:05:33 main:574] : INFO : Epoch 1848 | loss: 0.0311687 | val_loss: 0.031191 | Time: 7747.15 ms [2022-01-29 20:05:41 main:574] : INFO : Epoch 1849 | loss: 0.0311673 | val_loss: 0.0311897 | Time: 7819.13 ms [2022-01-29 20:05:49 main:574] : INFO : Epoch 1850 | loss: 0.0311667 | val_loss: 0.0311915 | Time: 7803.95 ms [2022-01-29 20:05:57 main:574] : INFO : Epoch 1851 | loss: 0.0311683 | val_loss: 0.0311917 | Time: 7752.84 ms [2022-01-29 20:06:05 main:574] : INFO : Epoch 1852 | loss: 0.0311699 | val_loss: 0.0311915 | Time: 7951.73 ms [2022-01-29 20:06:13 main:574] : INFO : Epoch 1853 | loss: 0.0311699 | val_loss: 0.0311898 | Time: 8007.98 ms [2022-01-29 20:06:21 main:574] : INFO : Epoch 1854 | loss: 0.0311691 | val_loss: 0.0311971 | Time: 7861.92 ms [2022-01-29 20:06:29 main:574] : INFO : Epoch 1855 | loss: 0.0311683 | val_loss: 0.0311914 | Time: 8043.17 ms [2022-01-29 20:06:37 main:574] : INFO : Epoch 1856 | loss: 0.0311676 | val_loss: 0.0311914 | Time: 7812.37 ms [2022-01-29 20:06:45 main:574] : INFO : Epoch 1857 | loss: 0.0311678 | val_loss: 0.0311917 | Time: 7899.7 ms [2022-01-29 20:06:53 main:574] : INFO : Epoch 1858 | loss: 0.0311676 | val_loss: 0.0311909 | Time: 7817.05 ms [2022-01-29 20:07:01 main:574] : INFO : Epoch 1859 | loss: 0.0311698 | val_loss: 0.0311916 | Time: 8010 ms [2022-01-29 20:07:09 main:574] : INFO : Epoch 1860 | loss: 0.0311688 | val_loss: 0.0311922 | Time: 7707.38 ms [2022-01-29 20:07:16 main:574] : INFO : Epoch 1861 | loss: 0.0311666 | val_loss: 0.0311922 | Time: 7717.59 ms [2022-01-29 20:07:24 main:574] : INFO : Epoch 1862 | loss: 0.0311662 | val_loss: 0.0311906 | Time: 7744.52 ms [2022-01-29 20:07:32 main:574] : INFO : Epoch 1863 | loss: 0.0311682 | val_loss: 0.0312036 | Time: 7762.36 ms [2022-01-29 20:07:40 main:574] : INFO : Epoch 1864 | loss: 0.0311695 | val_loss: 0.0311975 | Time: 7656.15 ms [2022-01-29 20:07:48 main:574] : INFO : Epoch 1865 | loss: 0.0311683 | val_loss: 0.0311942 | Time: 8030.66 ms [2022-01-29 20:07:56 main:574] : INFO : Epoch 1866 | loss: 0.0311664 | val_loss: 0.0311932 | Time: 7750.86 ms [2022-01-29 20:08:03 main:574] : INFO : Epoch 1867 | loss: 0.0311671 | val_loss: 0.0311956 | Time: 7800.25 ms [2022-01-29 20:08:11 main:574] : INFO : Epoch 1868 | loss: 0.0311669 | val_loss: 0.0311977 | Time: 7766.93 ms [2022-01-29 20:08:19 main:574] : INFO : Epoch 1869 | loss: 0.0311651 | val_loss: 0.03119 | Time: 7673.99 ms [2022-01-29 20:08:27 main:574] : INFO : Epoch 1870 | loss: 0.0311654 | val_loss: 0.0311901 | Time: 7622.59 ms [2022-01-29 20:08:34 main:574] : INFO : Epoch 1871 | loss: 0.0311656 | val_loss: 0.0311932 | Time: 7700.64 ms [2022-01-29 20:08:42 main:574] : INFO : Epoch 1872 | loss: 0.0311653 | val_loss: 0.0311926 | Time: 7860.13 ms [2022-01-29 20:08:50 main:574] : INFO : Epoch 1873 | loss: 0.0311641 | val_loss: 0.0311911 | Time: 7715.23 ms [2022-01-29 20:08:58 main:574] : INFO : Epoch 1874 | loss: 0.0311632 | val_loss: 0.0311918 | Time: 7761.75 ms [2022-01-29 20:09:06 main:574] : INFO : Epoch 1875 | loss: 0.0311642 | val_loss: 0.0311915 | Time: 7860.87 ms [2022-01-29 20:09:14 main:574] : INFO : Epoch 1876 | loss: 0.0311676 | val_loss: 0.0311904 | Time: 7693.15 ms [2022-01-29 20:09:21 main:574] : INFO : Epoch 1877 | loss: 0.0311697 | val_loss: 0.0311912 | Time: 7772.35 ms [2022-01-29 20:09:29 main:574] : INFO : Epoch 1878 | loss: 0.031168 | val_loss: 0.0311948 | Time: 7951.51 ms [2022-01-29 20:09:37 main:574] : INFO : Epoch 1879 | loss: 0.0311664 | val_loss: 0.031192 | Time: 7720.69 ms [2022-01-29 20:09:45 main:574] : INFO : Epoch 1880 | loss: 0.0311692 | val_loss: 0.0311929 | Time: 7599.58 ms [2022-01-29 20:09:53 main:574] : INFO : Epoch 1881 | loss: 0.0311723 | val_loss: 0.0311931 | Time: 7699.55 ms [2022-01-29 20:10:00 main:574] : INFO : Epoch 1882 | loss: 0.0311673 | val_loss: 0.031188 | Time: 7757.86 ms [2022-01-29 20:10:08 main:574] : INFO : Epoch 1883 | loss: 0.03117 | val_loss: 0.0311927 | Time: 7728.46 ms [2022-01-29 20:10:16 main:574] : INFO : Epoch 1884 | loss: 0.0311665 | val_loss: 0.0311905 | Time: 7846.65 ms [2022-01-29 20:10:24 main:574] : INFO : Epoch 1885 | loss: 0.0311643 | val_loss: 0.0311914 | Time: 7541.77 ms [2022-01-29 20:10:31 main:574] : INFO : Epoch 1886 | loss: 0.031165 | val_loss: 0.0311949 | Time: 7651.48 ms [2022-01-29 20:10:39 main:574] : INFO : Epoch 1887 | loss: 0.0311628 | val_loss: 0.0311897 | Time: 7745.47 ms [2022-01-29 20:10:47 main:574] : INFO : Epoch 1888 | loss: 0.0311611 | val_loss: 0.0311926 | Time: 8095.62 ms [2022-01-29 20:10:55 main:574] : INFO : Epoch 1889 | loss: 0.031164 | val_loss: 0.0311978 | Time: 7948.87 ms [2022-01-29 20:11:03 main:574] : INFO : Epoch 1890 | loss: 0.0311665 | val_loss: 0.0311916 | Time: 7714.44 ms [2022-01-29 20:11:11 main:574] : INFO : Epoch 1891 | loss: 0.0311649 | val_loss: 0.0311906 | Time: 7849.07 ms [2022-01-29 20:11:19 main:574] : INFO : Epoch 1892 | loss: 0.0311633 | val_loss: 0.0311925 | Time: 7889.52 ms [2022-01-29 20:11:27 main:574] : INFO : Epoch 1893 | loss: 0.0311626 | val_loss: 0.0312009 | Time: 8075.89 ms [2022-01-29 20:11:35 main:574] : INFO : Epoch 1894 | loss: 0.0311643 | val_loss: 0.0311916 | Time: 8125.94 ms [2022-01-29 20:11:43 main:574] : INFO : Epoch 1895 | loss: 0.0311624 | val_loss: 0.031191 | Time: 7948.76 ms [2022-01-29 20:11:51 main:574] : INFO : Epoch 1896 | loss: 0.0311618 | val_loss: 0.0311972 | Time: 8013.31 ms [2022-01-29 20:11:59 main:574] : INFO : Epoch 1897 | loss: 0.0311629 | val_loss: 0.0311894 | Time: 7957.97 ms [2022-01-29 20:12:07 main:574] : INFO : Epoch 1898 | loss: 0.0311637 | val_loss: 0.0311926 | Time: 7734.02 ms [2022-01-29 20:12:15 main:574] : INFO : Epoch 1899 | loss: 0.0311656 | val_loss: 0.0311908 | Time: 7826.58 ms [2022-01-29 20:12:23 main:574] : INFO : Epoch 1900 | loss: 0.0311627 | val_loss: 0.0311898 | Time: 7719.56 ms [2022-01-29 20:12:31 main:574] : INFO : Epoch 1901 | loss: 0.0311631 | val_loss: 0.0311947 | Time: 7730.7 ms [2022-01-29 20:12:38 main:574] : INFO : Epoch 1902 | loss: 0.0311627 | val_loss: 0.0311961 | Time: 7248.2 ms [2022-01-29 20:12:45 main:574] : INFO : Epoch 1903 | loss: 0.0311627 | val_loss: 0.0311901 | Time: 6934.36 ms [2022-01-29 20:12:52 main:574] : INFO : Epoch 1904 | loss: 0.0311628 | val_loss: 0.03119 | Time: 7053.26 ms [2022-01-29 20:12:59 main:574] : INFO : Epoch 1905 | loss: 0.0311631 | val_loss: 0.0311955 | Time: 7046.27 ms [2022-01-29 20:13:06 main:574] : INFO : Epoch 1906 | loss: 0.0311639 | val_loss: 0.0311929 | Time: 7094.58 ms [2022-01-29 20:13:13 main:574] : INFO : Epoch 1907 | loss: 0.03116 | val_loss: 0.0311904 | Time: 6995.64 ms [2022-01-29 20:13:20 main:574] : INFO : Epoch 1908 | loss: 0.031161 | val_loss: 0.0311936 | Time: 7070.8 ms [2022-01-29 20:13:28 main:574] : INFO : Epoch 1909 | loss: 0.0311599 | val_loss: 0.0311913 | Time: 7037.07 ms [2022-01-29 20:13:35 main:574] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311925 | Time: 7064.85 ms [2022-01-29 20:13:42 main:574] : INFO : Epoch 1911 | loss: 0.0311623 | val_loss: 0.0311954 | Time: 7054.63 ms [2022-01-29 20:13:49 main:574] : INFO : Epoch 1912 | loss: 0.0311614 | val_loss: 0.0311911 | Time: 7074.59 ms [2022-01-29 20:13:56 main:574] : INFO : Epoch 1913 | loss: 0.031161 | val_loss: 0.0311985 | Time: 7104.68 ms [2022-01-29 20:14:03 main:574] : INFO : Epoch 1914 | loss: 0.0311624 | val_loss: 0.0311904 | Time: 7171.95 ms [2022-01-29 20:14:11 main:574] : INFO : Epoch 1915 | loss: 0.0311604 | val_loss: 0.0311945 | Time: 7713.08 ms [2022-01-29 20:14:19 main:574] : INFO : Epoch 1916 | loss: 0.0311606 | val_loss: 0.0311902 | Time: 7911.84 ms [2022-01-29 20:14:27 main:574] : INFO : Epoch 1917 | loss: 0.03116 | val_loss: 0.0311905 | Time: 7488.59 ms [2022-01-29 20:14:34 main:574] : INFO : Epoch 1918 | loss: 0.0311634 | val_loss: 0.0311971 | Time: 7875.43 ms [2022-01-29 20:14:42 main:574] : INFO : Epoch 1919 | loss: 0.0311645 | val_loss: 0.0311897 | Time: 7574.92 ms [2022-01-29 20:14:50 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311925 | Time: 7623.02 ms [2022-01-29 20:14:58 main:574] : INFO : Epoch 1921 | loss: 0.0311612 | val_loss: 0.0311935 | Time: 7836.49 ms [2022-01-29 20:15:05 main:574] : INFO : Epoch 1922 | loss: 0.0311646 | val_loss: 0.0311903 | Time: 7619.01 ms [2022-01-29 20:15:13 main:574] : INFO : Epoch 1923 | loss: 0.0311717 | val_loss: 0.0311928 | Time: 7756.61 ms [2022-01-29 20:15:21 main:574] : INFO : Epoch 1924 | loss: 0.0311705 | val_loss: 0.031201 | Time: 7792.28 ms [2022-01-29 20:15:29 main:574] : INFO : Epoch 1925 | loss: 0.0311665 | val_loss: 0.0311956 | Time: 7598.03 ms [2022-01-29 20:15:36 main:574] : INFO : Epoch 1926 | loss: 0.0311636 | val_loss: 0.0311925 | Time: 7705.56 ms [2022-01-29 20:15:44 main:574] : INFO : Epoch 1927 | loss: 0.0311623 | val_loss: 0.0311926 | Time: 7690.51 ms [2022-01-29 20:15:52 main:574] : INFO : Epoch 1928 | loss: 0.0311645 | val_loss: 0.0311876 | Time: 7648.26 ms [2022-01-29 20:16:00 main:574] : INFO : Epoch 1929 | loss: 0.0311617 | val_loss: 0.0311886 | Time: 7674.54 ms [2022-01-29 20:16:08 main:574] : INFO : Epoch 1930 | loss: 0.0311599 | val_loss: 0.0311886 | Time: 7902.23 ms [2022-01-29 20:16:15 main:574] : INFO : Epoch 1931 | loss: 0.0311614 | val_loss: 0.0311895 | Time: 7679.16 ms [2022-01-29 20:16:23 main:574] : INFO : Epoch 1932 | loss: 0.0311608 | val_loss: 0.0311915 | Time: 7607.2 ms [2022-01-29 20:16:31 main:574] : INFO : Epoch 1933 | loss: 0.0311642 | val_loss: 0.031192 | Time: 7563.29 ms [2022-01-29 20:16:39 main:574] : INFO : Epoch 1934 | loss: 0.0311622 | val_loss: 0.0311907 | Time: 7941.95 ms [2022-01-29 20:16:46 main:574] : INFO : Epoch 1935 | loss: 0.0311594 | val_loss: 0.0311915 | Time: 7754.34 ms [2022-01-29 20:16:54 main:574] : INFO : Epoch 1936 | loss: 0.0311586 | val_loss: 0.0311912 | Time: 7658.03 ms [2022-01-29 20:17:02 main:574] : INFO : Epoch 1937 | loss: 0.0311627 | val_loss: 0.0311962 | Time: 7561.59 ms [2022-01-29 20:17:09 main:574] : INFO : Epoch 1938 | loss: 0.0311579 | val_loss: 0.0311895 | Time: 7696.21 ms [2022-01-29 20:17:17 main:574] : INFO : Epoch 1939 | loss: 0.031159 | val_loss: 0.0311953 | Time: 7515.3 ms [2022-01-29 20:17:25 main:574] : INFO : Epoch 1940 | loss: 0.0311601 | val_loss: 0.0311939 | Time: 7661.41 ms [2022-01-29 20:17:32 main:574] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.0311885 | Time: 7581.17 ms [2022-01-29 20:17:40 main:574] : INFO : Epoch 1942 | loss: 0.0311641 | val_loss: 0.0311905 | Time: 7612.13 ms [2022-01-29 20:17:48 main:574] : INFO : Epoch 1943 | loss: 0.0311601 | val_loss: 0.0311953 | Time: 8073.61 ms [2022-01-29 20:17:56 main:574] : INFO : Epoch 1944 | loss: 0.03116 | val_loss: 0.031189 | Time: 7788.74 ms [2022-01-29 20:18:04 main:574] : INFO : Epoch 1945 | loss: 0.0311605 | val_loss: 0.0311993 | Time: 7683.39 ms [2022-01-29 20:18:11 main:574] : INFO : Epoch 1946 | loss: 0.0311577 | val_loss: 0.0311922 | Time: 7612.93 ms [2022-01-29 20:18:19 main:574] : INFO : Epoch 1947 | loss: 0.0311586 | val_loss: 0.0311928 | Time: 7707.85 ms [2022-01-29 20:18:27 main:574] : INFO : Epoch 1948 | loss: 0.0311586 | val_loss: 0.0311941 | Time: 8144.59 ms [2022-01-29 20:18:35 main:574] : INFO : Epoch 1949 | loss: 0.0311578 | val_loss: 0.0311928 | Time: 7804.55 ms [2022-01-29 20:18:43 main:574] : INFO : Epoch 1950 | loss: 0.0311583 | val_loss: 0.031194 | Time: 8159.69 ms [2022-01-29 20:18:51 main:574] : INFO : Epoch 1951 | loss: 0.0311595 | val_loss: 0.0311949 | Time: 7796.98 ms [2022-01-29 20:18:59 main:574] : INFO : Epoch 1952 | loss: 0.0311579 | val_loss: 0.0311928 | Time: 7761.3 ms [2022-01-29 20:19:07 main:574] : INFO : Epoch 1953 | loss: 0.031162 | val_loss: 0.0311992 | Time: 7824.07 ms [2022-01-29 20:19:15 main:574] : INFO : Epoch 1954 | loss: 0.0311619 | val_loss: 0.0311912 | Time: 8037.65 ms [2022-01-29 20:19:23 main:574] : INFO : Epoch 1955 | loss: 0.0311577 | val_loss: 0.0311931 | Time: 7827.67 ms [2022-01-29 20:19:31 main:574] : INFO : Epoch 1956 | loss: 0.0311559 | val_loss: 0.0311966 | Time: 7705.67 ms [2022-01-29 20:19:39 main:574] : INFO : Epoch 1957 | loss: 0.0311569 | val_loss: 0.031192 | Time: 7866.79 ms [2022-01-29 20:19:47 main:574] : INFO : Epoch 1958 | loss: 0.0311558 | val_loss: 0.0311939 | Time: 8097.14 ms [2022-01-29 20:19:55 main:574] : INFO : Epoch 1959 | loss: 0.0311619 | val_loss: 0.031196 | Time: 8009.21 ms [2022-01-29 20:20:03 main:574] : INFO : Epoch 1960 | loss: 0.0311604 | val_loss: 0.0311949 | Time: 8152.03 ms [2022-01-29 20:20:11 main:574] : INFO : Epoch 1961 | loss: 0.0311554 | val_loss: 0.031194 | Time: 7781.1 ms [2022-01-29 20:20:19 main:574] : INFO : Epoch 1962 | loss: 0.0311582 | val_loss: 0.0311903 | Time: 7645.97 ms [2022-01-29 20:20:26 main:574] : INFO : Epoch 1963 | loss: 0.0311607 | val_loss: 0.0311947 | Time: 7720.66 ms [2022-01-29 20:20:34 main:574] : INFO : Epoch 1964 | loss: 0.0311567 | val_loss: 0.0311943 | Time: 7785.78 ms [2022-01-29 20:20:42 main:574] : INFO : Epoch 1965 | loss: 0.0311603 | val_loss: 0.0311948 | Time: 7696.44 ms [2022-01-29 20:20:50 main:574] : INFO : Epoch 1966 | loss: 0.0311573 | val_loss: 0.0311916 | Time: 7840.6 ms [2022-01-29 20:20:58 main:574] : INFO : Epoch 1967 | loss: 0.0311585 | val_loss: 0.0311929 | Time: 7853.74 ms [2022-01-29 20:21:06 main:574] : INFO : Epoch 1968 | loss: 0.0311593 | val_loss: 0.0311896 | Time: 7998.02 ms [2022-01-29 20:21:14 main:574] : INFO : Epoch 1969 | loss: 0.0311574 | val_loss: 0.0311926 | Time: 7844.49 ms [2022-01-29 20:21:22 main:574] : INFO : Epoch 1970 | loss: 0.0311563 | val_loss: 0.0311905 | Time: 7945.29 ms [2022-01-29 20:21:30 main:574] : INFO : Epoch 1971 | loss: 0.031154 | val_loss: 0.0311885 | Time: 8043.91 ms [2022-01-29 20:21:38 main:574] : INFO : Epoch 1972 | loss: 0.0311556 | val_loss: 0.0311999 | Time: 7785.61 ms [2022-01-29 20:21:46 main:574] : INFO : Epoch 1973 | loss: 0.031157 | val_loss: 0.0311918 | Time: 7992.43 ms [2022-01-29 20:21:54 main:574] : INFO : Epoch 1974 | loss: 0.031155 | val_loss: 0.0311933 | Time: 8111.68 ms [2022-01-29 20:22:02 main:574] : INFO : Epoch 1975 | loss: 0.031158 | val_loss: 0.0311911 | Time: 8306.6 ms [2022-01-29 20:22:10 main:574] : INFO : Epoch 1976 | loss: 0.0311596 | val_loss: 0.0311964 | Time: 8128.35 ms [2022-01-29 20:22:18 main:574] : INFO : Epoch 1977 | loss: 0.0311604 | val_loss: 0.0311979 | Time: 7945.43 ms [2022-01-29 20:22:27 main:574] : INFO : Epoch 1978 | loss: 0.0311598 | val_loss: 0.0311903 | Time: 8236.18 ms [2022-01-29 20:22:35 main:574] : INFO : Epoch 1979 | loss: 0.0311576 | val_loss: 0.0311914 | Time: 8329.97 ms [2022-01-29 20:22:43 main:574] : INFO : Epoch 1980 | loss: 0.0311552 | val_loss: 0.031193 | Time: 8017.81 ms [2022-01-29 20:22:52 main:574] : INFO : Epoch 1981 | loss: 0.0311546 | val_loss: 0.0311966 | Time: 8392.86 ms [2022-01-29 20:23:00 main:574] : INFO : Epoch 1982 | loss: 0.0311609 | val_loss: 0.0311963 | Time: 8349.02 ms [2022-01-29 20:23:08 main:574] : INFO : Epoch 1983 | loss: 0.0332697 | val_loss: 0.0319367 | Time: 8281.54 ms [2022-01-29 20:23:17 main:574] : INFO : Epoch 1984 | loss: 0.0318361 | val_loss: 0.0314147 | Time: 8418.66 ms [2022-01-29 20:23:25 main:574] : INFO : Epoch 1985 | loss: 0.0313387 | val_loss: 0.031282 | Time: 7558.98 ms [2022-01-29 20:23:32 main:574] : INFO : Epoch 1986 | loss: 0.0312652 | val_loss: 0.0312561 | Time: 7603.82 ms [2022-01-29 20:23:40 main:574] : INFO : Epoch 1987 | loss: 0.0312523 | val_loss: 0.0312491 | Time: 7590.21 ms [2022-01-29 20:23:48 main:574] : INFO : Epoch 1988 | loss: 0.031249 | val_loss: 0.0312495 | Time: 7663.04 ms [2022-01-29 20:23:56 main:574] : INFO : Epoch 1989 | loss: 0.0312484 | val_loss: 0.031249 | Time: 7864.75 ms [2022-01-29 20:24:03 main:574] : INFO : Epoch 1990 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 7688.6 ms [2022-01-29 20:24:12 main:574] : INFO : Epoch 1991 | loss: 0.031248 | val_loss: 0.0312481 | Time: 8307.75 ms [2022-01-29 20:24:20 main:574] : INFO : Epoch 1992 | loss: 0.031248 | val_loss: 0.0312489 | Time: 8329.11 ms [2022-01-29 20:24:29 main:574] : INFO : Epoch 1993 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 8265.73 ms [2022-01-29 20:24:37 main:574] : INFO : Epoch 1994 | loss: 0.031249 | val_loss: 0.0312495 | Time: 8125.85 ms [2022-01-29 20:24:45 main:574] : INFO : Epoch 1995 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 8280.46 ms [2022-01-29 20:24:53 main:574] : INFO : Epoch 1996 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 7991.16 ms [2022-01-29 20:25:01 main:574] : INFO : Epoch 1997 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 8004.4 ms [2022-01-29 20:25:09 main:574] : INFO : Epoch 1998 | loss: 0.0312479 | val_loss: 0.031248 | Time: 7822.67 ms [2022-01-29 20:25:17 main:574] : INFO : Epoch 1999 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 7778.29 ms [2022-01-29 20:25:25 main:574] : INFO : Epoch 2000 | loss: 0.0312492 | val_loss: 0.031248 | Time: 7781.47 ms [2022-01-29 20:25:32 main:574] : INFO : Epoch 2001 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 7496.77 ms [2022-01-29 20:25:40 main:574] : INFO : Epoch 2002 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 7846.75 ms [2022-01-29 20:25:48 main:574] : INFO : Epoch 2003 | loss: 0.0312478 | val_loss: 0.0312502 | Time: 7861.72 ms [2022-01-29 20:25:56 main:574] : INFO : Epoch 2004 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 7910.7 ms [2022-01-29 20:26:04 main:574] : INFO : Epoch 2005 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 8011.88 ms [2022-01-29 20:26:12 main:574] : INFO : Epoch 2006 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 7823.63 ms [2022-01-29 20:26:20 main:574] : INFO : Epoch 2007 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 7743.68 ms [2022-01-29 20:26:28 main:574] : INFO : Epoch 2008 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 7582.49 ms [2022-01-29 20:26:35 main:574] : INFO : Epoch 2009 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 7769.4 ms [2022-01-29 20:26:43 main:574] : INFO : Epoch 2010 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 7738.05 ms [2022-01-29 20:26:51 main:574] : INFO : Epoch 2011 | loss: 0.031247 | val_loss: 0.0312489 | Time: 7848.7 ms [2022-01-29 20:26:59 main:574] : INFO : Epoch 2012 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 8012.57 ms [2022-01-29 20:27:07 main:574] : INFO : Epoch 2013 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 7661.27 ms [2022-01-29 20:27:14 main:574] : INFO : Epoch 2014 | loss: 0.0312487 | val_loss: 0.0312564 | Time: 7467.96 ms [2022-01-29 20:27:22 main:574] : INFO : Epoch 2015 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 8027.75 ms [2022-01-29 20:27:31 main:574] : INFO : Epoch 2016 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 8016.92 ms [2022-01-29 20:27:39 main:574] : INFO : Epoch 2017 | loss: 0.031246 | val_loss: 0.0312466 | Time: 8096.25 ms [2022-01-29 20:27:47 main:574] : INFO : Epoch 2018 | loss: 0.031246 | val_loss: 0.0312466 | Time: 8292.41 ms [2022-01-29 20:27:55 main:574] : INFO : Epoch 2019 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 8076.56 ms [2022-01-29 20:28:03 main:574] : INFO : Epoch 2020 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 8004.07 ms [2022-01-29 20:28:12 main:574] : INFO : Epoch 2021 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 8296.14 ms [2022-01-29 20:28:20 main:574] : INFO : Epoch 2022 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 8089.84 ms [2022-01-29 20:28:28 main:574] : INFO : Epoch 2023 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 8057.47 ms [2022-01-29 20:28:36 main:574] : INFO : Epoch 2024 | loss: 0.031247 | val_loss: 0.0312457 | Time: 8331.28 ms [2022-01-29 20:28:45 main:574] : INFO : Epoch 2025 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 8265.55 ms [2022-01-29 20:28:53 main:574] : INFO : Epoch 2026 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 8119.32 ms [2022-01-29 20:29:01 main:574] : INFO : Epoch 2027 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 8139.1 ms [2022-01-29 20:29:09 main:574] : INFO : Epoch 2028 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 8174.79 ms [2022-01-29 20:29:17 main:574] : INFO : Epoch 2029 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 8037.04 ms [2022-01-29 20:29:26 main:574] : INFO : Epoch 2030 | loss: 0.0312451 | val_loss: 0.0312478 | Time: 8204.42 ms [2022-01-29 20:29:34 main:574] : INFO : Epoch 2031 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 8139.18 ms [2022-01-29 20:29:42 main:574] : INFO : Epoch 2032 | loss: 0.0312482 | val_loss: 0.03125 | Time: 8176.2 ms [2022-01-29 20:29:50 main:574] : INFO : Epoch 2033 | loss: 0.031248 | val_loss: 0.0312534 | Time: 8109.44 ms [2022-01-29 20:29:58 main:574] : INFO : Epoch 2034 | loss: 0.0312467 | val_loss: 0.031246 | Time: 8096.15 ms [2022-01-29 20:30:07 main:574] : INFO : Epoch 2035 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 8178.61 ms [2022-01-29 20:30:15 main:574] : INFO : Epoch 2036 | loss: 0.0312454 | val_loss: 0.031245 | Time: 8178.9 ms [2022-01-29 20:30:23 main:574] : INFO : Epoch 2037 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 8089.51 ms [2022-01-29 20:30:31 main:574] : INFO : Epoch 2038 | loss: 0.0312453 | val_loss: 0.0312483 | Time: 8285.38 ms [2022-01-29 20:30:39 main:574] : INFO : Epoch 2039 | loss: 0.031246 | val_loss: 0.031245 | Time: 8138.87 ms [2022-01-29 20:30:48 main:574] : INFO : Epoch 2040 | loss: 0.0312451 | val_loss: 0.0312452 | Time: 8058.05 ms [2022-01-29 20:30:56 main:574] : INFO : Epoch 2041 | loss: 0.031245 | val_loss: 0.0312465 | Time: 8110.21 ms [2022-01-29 20:31:04 main:574] : INFO : Epoch 2042 | loss: 0.0312492 | val_loss: 0.031246 | Time: 8192.09 ms [2022-01-29 20:31:12 main:574] : INFO : Epoch 2043 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 8219.04 ms [2022-01-29 20:31:20 main:574] : INFO : Epoch 2044 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 8067.39 ms [2022-01-29 20:31:29 main:574] : INFO : Epoch 2045 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 8170.79 ms [2022-01-29 20:31:37 main:574] : INFO : Epoch 2046 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 8663.17 ms [2022-01-29 20:31:45 main:574] : INFO : Epoch 2047 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 7901.71 ms [2022-01-29 20:31:52 main:574] : INFO : Epoch 2048 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 7171.92 ms [2022-01-29 20:31:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312451 [2022-01-29 20:31:53 main:603] : INFO : Saving end state to config to file [2022-01-29 20:31:53 main:608] : INFO : Success, exiting.. 20:31:53 (2352): 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)