Task 9131495
| Name | ParityModified-1636180377-25554-2_2 |
| Workunit | 6389655 |
| Created | 23 Nov 2021, 10:46:57 UTC |
| Sent | 23 Nov 2021, 11:09:39 UTC |
| Report deadline | 30 Nov 2021, 11:09:39 UTC |
| Received | 23 Nov 2021, 20:30:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14886 |
| Run time | 1 hours 10 min 6 sec |
| CPU time | 1 hours 9 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,036.70 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2021-11-24 06:14:54 main:574] : INFO : Epoch 1542 | loss: 0.0312246 | val_loss: 0.0312258 | Time: 2045.01 ms [2021-11-24 06:14:56 main:574] : INFO : Epoch 1543 | loss: 0.0312291 | val_loss: 0.0312259 | Time: 2044.6 ms [2021-11-24 06:14:58 main:574] : INFO : Epoch 1544 | loss: 0.0312267 | val_loss: 0.0312245 | Time: 2045.53 ms [2021-11-24 06:15:00 main:574] : INFO : Epoch 1545 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 2046.96 ms [2021-11-24 06:15:02 main:574] : INFO : Epoch 1546 | loss: 0.0312237 | val_loss: 0.0312233 | Time: 2047.23 ms [2021-11-24 06:15:04 main:574] : INFO : Epoch 1547 | loss: 0.0312261 | val_loss: 0.0312251 | Time: 2043.58 ms [2021-11-24 06:15:06 main:574] : INFO : Epoch 1548 | loss: 0.0312237 | val_loss: 0.0312242 | Time: 2045.67 ms [2021-11-24 06:15:08 main:574] : INFO : Epoch 1549 | loss: 0.0312236 | val_loss: 0.0312229 | Time: 2046.75 ms [2021-11-24 06:15:10 main:574] : INFO : Epoch 1550 | loss: 0.0312237 | val_loss: 0.0312233 | Time: 2046.94 ms [2021-11-24 06:15:12 main:574] : INFO : Epoch 1551 | loss: 0.0312231 | val_loss: 0.0312267 | Time: 2048.32 ms [2021-11-24 06:15:14 main:574] : INFO : Epoch 1552 | loss: 0.0312243 | val_loss: 0.0312243 | Time: 2043.59 ms [2021-11-24 06:15:16 main:574] : INFO : Epoch 1553 | loss: 0.0312238 | val_loss: 0.031223 | Time: 2049.68 ms [2021-11-24 06:15:18 main:574] : INFO : Epoch 1554 | loss: 0.0312265 | val_loss: 0.0312232 | Time: 2047.23 ms [2021-11-24 06:15:20 main:574] : INFO : Epoch 1555 | loss: 0.0312281 | val_loss: 0.0312241 | Time: 2046.52 ms [2021-11-24 06:15:22 main:574] : INFO : Epoch 1556 | loss: 0.0312253 | val_loss: 0.0312267 | Time: 2042.83 ms [2021-11-24 06:15:24 main:574] : INFO : Epoch 1557 | loss: 0.0312234 | val_loss: 0.0312229 | Time: 2044.43 ms [2021-11-24 06:15:26 main:574] : INFO : Epoch 1558 | loss: 0.0312244 | val_loss: 0.0312275 | Time: 2045.6 ms [2021-11-24 06:15:28 main:574] : INFO : Epoch 1559 | loss: 0.0312282 | val_loss: 0.0312232 | Time: 2050.4 ms [2021-11-24 06:15:31 main:574] : INFO : Epoch 1560 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 2044.46 ms [2021-11-24 06:15:33 main:574] : INFO : Epoch 1561 | loss: 0.0312258 | val_loss: 0.0312245 | Time: 2045.51 ms [2021-11-24 06:15:35 main:574] : INFO : Epoch 1562 | loss: 0.031225 | val_loss: 0.0312251 | Time: 2045.12 ms [2021-11-24 06:15:37 main:574] : INFO : Epoch 1563 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 2047.39 ms [2021-11-24 06:15:39 main:574] : INFO : Epoch 1564 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 2040.99 ms [2021-11-24 06:15:41 main:574] : INFO : Epoch 1565 | loss: 0.0312258 | val_loss: 0.0312274 | Time: 2048.63 ms [2021-11-24 06:15:43 main:574] : INFO : Epoch 1566 | loss: 0.0312259 | val_loss: 0.0312288 | Time: 2046.14 ms [2021-11-24 06:15:45 main:574] : INFO : Epoch 1567 | loss: 0.0312306 | val_loss: 0.0312258 | Time: 2042.74 ms [2021-11-24 06:15:47 main:574] : INFO : Epoch 1568 | loss: 0.0312241 | val_loss: 0.0312272 | Time: 2042.33 ms [2021-11-24 06:15:49 main:574] : INFO : Epoch 1569 | loss: 0.0312239 | val_loss: 0.0312311 | Time: 2047.24 ms [2021-11-24 06:15:51 main:574] : INFO : Epoch 1570 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 2050.42 ms [2021-11-24 06:15:53 main:574] : INFO : Epoch 1571 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 2044.15 ms [2021-11-24 06:15:55 main:574] : INFO : Epoch 1572 | loss: 0.0312221 | val_loss: 0.0312221 | Time: 2044.39 ms [2021-11-24 06:15:57 main:574] : INFO : Epoch 1573 | loss: 0.0312251 | val_loss: 0.0312336 | Time: 2047.68 ms [2021-11-24 06:15:59 main:574] : INFO : Epoch 1574 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 2047.69 ms [2021-11-24 06:16:01 main:574] : INFO : Epoch 1575 | loss: 0.0312242 | val_loss: 0.0312236 | Time: 2042.99 ms [2021-11-24 06:16:03 main:574] : INFO : Epoch 1576 | loss: 0.0312261 | val_loss: 0.0312265 | Time: 2045.49 ms [2021-11-24 06:16:05 main:574] : INFO : Epoch 1577 | loss: 0.0312246 | val_loss: 0.0312234 | Time: 2048.53 ms [2021-11-24 06:16:07 main:574] : INFO : Epoch 1578 | loss: 0.0312234 | val_loss: 0.0312216 | Time: 2046.77 ms [2021-11-24 06:16:09 main:574] : INFO : Epoch 1579 | loss: 0.0312256 | val_loss: 0.0312221 | Time: 2039.25 ms [2021-11-24 06:16:12 main:574] : INFO : Epoch 1580 | loss: 0.0312257 | val_loss: 0.0312265 | Time: 2048.58 ms [2021-11-24 06:16:14 main:574] : INFO : Epoch 1581 | loss: 0.0312247 | val_loss: 0.0312228 | Time: 2046.48 ms [2021-11-24 06:16:16 main:574] : INFO : Epoch 1582 | loss: 0.0312231 | val_loss: 0.0312219 | Time: 2048.61 ms [2021-11-24 06:16:18 main:574] : INFO : Epoch 1583 | loss: 0.0312246 | val_loss: 0.0312217 | Time: 2047.58 ms [2021-11-24 06:16:20 main:574] : INFO : Epoch 1584 | loss: 0.031223 | val_loss: 0.0312302 | Time: 2050.69 ms [2021-11-24 06:16:22 main:574] : INFO : Epoch 1585 | loss: 0.0312247 | val_loss: 0.0312256 | Time: 2045.65 ms [2021-11-24 06:16:24 main:574] : INFO : Epoch 1586 | loss: 0.0312229 | val_loss: 0.0312227 | Time: 2047.28 ms [2021-11-24 06:16:26 main:574] : INFO : Epoch 1587 | loss: 0.0312213 | val_loss: 0.0312208 | Time: 2048.7 ms [2021-11-24 06:16:28 main:574] : INFO : Epoch 1588 | loss: 0.0312213 | val_loss: 0.0312216 | Time: 2052.04 ms [2021-11-24 06:16:30 main:574] : INFO : Epoch 1589 | loss: 0.031223 | val_loss: 0.031223 | Time: 2044.74 ms [2021-11-24 06:16:32 main:574] : INFO : Epoch 1590 | loss: 0.0312209 | val_loss: 0.0312225 | Time: 2048.69 ms [2021-11-24 06:16:34 main:574] : INFO : Epoch 1591 | loss: 0.0312217 | val_loss: 0.031226 | Time: 2046.56 ms [2021-11-24 06:16:36 main:574] : INFO : Epoch 1592 | loss: 0.0312234 | val_loss: 0.0312231 | Time: 2048.18 ms [2021-11-24 06:16:38 main:574] : INFO : Epoch 1593 | loss: 0.0312247 | val_loss: 0.0312294 | Time: 2040.8 ms [2021-11-24 06:16:40 main:574] : INFO : Epoch 1594 | loss: 0.0312215 | val_loss: 0.0312199 | Time: 2049.65 ms [2021-11-24 06:16:42 main:574] : INFO : Epoch 1595 | loss: 0.0312224 | val_loss: 0.03122 | Time: 2043.73 ms [2021-11-24 06:16:44 main:574] : INFO : Epoch 1596 | loss: 0.0312222 | val_loss: 0.0312209 | Time: 2041.95 ms [2021-11-24 06:16:46 main:574] : INFO : Epoch 1597 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 2047.02 ms [2021-11-24 06:16:48 main:574] : INFO : Epoch 1598 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 2050.68 ms [2021-11-24 06:16:51 main:574] : INFO : Epoch 1599 | loss: 0.0312202 | val_loss: 0.0312197 | Time: 2045.92 ms [2021-11-24 06:16:53 main:574] : INFO : Epoch 1600 | loss: 0.031219 | val_loss: 0.0312199 | Time: 2042.88 ms [2021-11-24 06:16:55 main:574] : INFO : Epoch 1601 | loss: 0.0312206 | val_loss: 0.0312229 | Time: 2041.87 ms [2021-11-24 06:16:57 main:574] : INFO : Epoch 1602 | loss: 0.0312197 | val_loss: 0.0312192 | Time: 2050.32 ms [2021-11-24 06:16:59 main:574] : INFO : Epoch 1603 | loss: 0.0312185 | val_loss: 0.0312185 | Time: 2049.25 ms [2021-11-24 06:17:01 main:574] : INFO : Epoch 1604 | loss: 0.0312185 | val_loss: 0.0312184 | Time: 2045.65 ms [2021-11-24 06:17:03 main:574] : INFO : Epoch 1605 | loss: 0.0312206 | val_loss: 0.0312193 | Time: 2042.96 ms [2021-11-24 06:17:05 main:574] : INFO : Epoch 1606 | loss: 0.031218 | val_loss: 0.0312198 | Time: 2041.76 ms [2021-11-24 06:17:07 main:574] : INFO : Epoch 1607 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 2047.28 ms [2021-11-24 06:17:09 main:574] : INFO : Epoch 1608 | loss: 0.0312189 | val_loss: 0.0312216 | Time: 2046.51 ms [2021-11-24 06:17:11 main:574] : INFO : Epoch 1609 | loss: 0.0312214 | val_loss: 0.03122 | Time: 2042.56 ms [2021-11-24 06:17:13 main:574] : INFO : Epoch 1610 | loss: 0.0312177 | val_loss: 0.0312179 | Time: 2047.29 ms [2021-11-24 06:17:15 main:574] : INFO : Epoch 1611 | loss: 0.0312176 | val_loss: 0.0312184 | Time: 2046 ms [2021-11-24 06:17:17 main:574] : INFO : Epoch 1612 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 2042.65 ms [2021-11-24 06:17:19 main:574] : INFO : Epoch 1613 | loss: 0.0312169 | val_loss: 0.0312215 | Time: 2046.68 ms [2021-11-24 06:17:21 main:574] : INFO : Epoch 1614 | loss: 0.0312197 | val_loss: 0.0312199 | Time: 2044.38 ms [2021-11-24 06:17:23 main:574] : INFO : Epoch 1615 | loss: 0.0312177 | val_loss: 0.0312218 | Time: 2041.19 ms [2021-11-24 06:17:25 main:574] : INFO : Epoch 1616 | loss: 0.0312179 | val_loss: 0.0312217 | Time: 2049.46 ms [2021-11-24 06:17:27 main:574] : INFO : Epoch 1617 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2047.46 ms [2021-11-24 06:17:29 main:574] : INFO : Epoch 1618 | loss: 0.0312172 | val_loss: 0.0312171 | Time: 2044.27 ms [2021-11-24 06:17:31 main:574] : INFO : Epoch 1619 | loss: 0.0312163 | val_loss: 0.0312178 | Time: 2043.87 ms [2021-11-24 06:17:34 main:574] : INFO : Epoch 1620 | loss: 0.0312178 | val_loss: 0.031219 | Time: 2041.71 ms [2021-11-24 06:17:36 main:574] : INFO : Epoch 1621 | loss: 0.0312173 | val_loss: 0.0312186 | Time: 2044.37 ms [2021-11-24 06:17:38 main:574] : INFO : Epoch 1622 | loss: 0.031218 | val_loss: 0.0312194 | Time: 2048.71 ms [2021-11-24 06:17:40 main:574] : INFO : Epoch 1623 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 2043.94 ms [2021-11-24 06:17:42 main:574] : INFO : Epoch 1624 | loss: 0.0312177 | val_loss: 0.0312173 | Time: 2047.81 ms [2021-11-24 06:17:44 main:574] : INFO : Epoch 1625 | loss: 0.0312164 | val_loss: 0.0312181 | Time: 2049.06 ms [2021-11-24 06:17:46 main:574] : INFO : Epoch 1626 | loss: 0.0312186 | val_loss: 0.0312257 | Time: 2036.88 ms [2021-11-24 06:17:48 main:574] : INFO : Epoch 1627 | loss: 0.0312179 | val_loss: 0.0312164 | Time: 2041.61 ms [2021-11-24 06:17:50 main:574] : INFO : Epoch 1628 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 2050.29 ms [2021-11-24 06:17:52 main:574] : INFO : Epoch 1629 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 2045.73 ms [2021-11-24 06:17:54 main:574] : INFO : Epoch 1630 | loss: 0.0312148 | val_loss: 0.0312164 | Time: 2048.39 ms [2021-11-24 06:17:56 main:574] : INFO : Epoch 1631 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 2043.86 ms [2021-11-24 06:17:58 main:574] : INFO : Epoch 1632 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 2043.12 ms [2021-11-24 06:18:00 main:574] : INFO : Epoch 1633 | loss: 0.0312155 | val_loss: 0.0312151 | Time: 2049.97 ms [2021-11-24 06:18:02 main:574] : INFO : Epoch 1634 | loss: 0.0312144 | val_loss: 0.0312198 | Time: 2045.33 ms [2021-11-24 06:18:04 main:574] : INFO : Epoch 1635 | loss: 0.0312168 | val_loss: 0.0312156 | Time: 2046.27 ms [2021-11-24 06:18:06 main:574] : INFO : Epoch 1636 | loss: 0.0312173 | val_loss: 0.0312213 | Time: 2043.98 ms [2021-11-24 06:18:08 main:574] : INFO : Epoch 1637 | loss: 0.0312155 | val_loss: 0.0312154 | Time: 2048.18 ms [2021-11-24 06:18:10 main:574] : INFO : Epoch 1638 | loss: 0.0312141 | val_loss: 0.0312145 | Time: 2049.63 ms [2021-11-24 06:18:12 main:574] : INFO : Epoch 1639 | loss: 0.0312163 | val_loss: 0.0312152 | Time: 2040.8 ms [2021-11-24 06:18:15 main:574] : INFO : Epoch 1640 | loss: 0.031218 | val_loss: 0.0312163 | Time: 2042.56 ms [2021-11-24 06:18:17 main:574] : INFO : Epoch 1641 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 2046.89 ms [2021-11-24 06:18:19 main:574] : INFO : Epoch 1642 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 2047.28 ms [2021-11-24 06:18:21 main:574] : INFO : Epoch 1643 | loss: 0.031215 | val_loss: 0.0312149 | Time: 2043.82 ms [2021-11-24 06:18:23 main:574] : INFO : Epoch 1644 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 2036.73 ms [2021-11-24 06:18:25 main:574] : INFO : Epoch 1645 | loss: 0.0312199 | val_loss: 0.0312165 | Time: 2047.36 ms [2021-11-24 06:18:27 main:574] : INFO : Epoch 1646 | loss: 0.031216 | val_loss: 0.0312172 | Time: 2053.08 ms [2021-11-24 06:18:29 main:574] : INFO : Epoch 1647 | loss: 0.0312145 | val_loss: 0.0312146 | Time: 2047.73 ms [2021-11-24 06:18:31 main:574] : INFO : Epoch 1648 | loss: 0.031215 | val_loss: 0.0312155 | Time: 2046.5 ms [2021-11-24 06:18:33 main:574] : INFO : Epoch 1649 | loss: 0.0312152 | val_loss: 0.0312266 | Time: 2043.33 ms [2021-11-24 06:18:35 main:574] : INFO : Epoch 1650 | loss: 0.0312186 | val_loss: 0.0312152 | Time: 2043.15 ms [2021-11-24 06:18:37 main:574] : INFO : Epoch 1651 | loss: 0.0312226 | val_loss: 0.0312276 | Time: 2046.68 ms [2021-11-24 06:18:39 main:574] : INFO : Epoch 1652 | loss: 0.0312249 | val_loss: 0.0312204 | Time: 2044.5 ms [2021-11-24 06:18:41 main:574] : INFO : Epoch 1653 | loss: 0.0312196 | val_loss: 0.0312179 | Time: 2040.62 ms [2021-11-24 06:18:43 main:574] : INFO : Epoch 1654 | loss: 0.03122 | val_loss: 0.0312231 | Time: 2047.76 ms [2021-11-24 06:18:45 main:574] : INFO : Epoch 1655 | loss: 0.0312194 | val_loss: 0.0312167 | Time: 2043.88 ms [2021-11-24 06:18:47 main:574] : INFO : Epoch 1656 | loss: 0.031216 | val_loss: 0.0312165 | Time: 2042.91 ms [2021-11-24 06:18:49 main:574] : INFO : Epoch 1657 | loss: 0.0312165 | val_loss: 0.0312158 | Time: 2045.03 ms [2021-11-24 06:18:51 main:574] : INFO : Epoch 1658 | loss: 0.0312162 | val_loss: 0.0312178 | Time: 2047.44 ms [2021-11-24 06:18:53 main:574] : INFO : Epoch 1659 | loss: 0.0312163 | val_loss: 0.0312152 | Time: 2045.56 ms [2021-11-24 06:18:56 main:574] : INFO : Epoch 1660 | loss: 0.0312152 | val_loss: 0.0312159 | Time: 2040.48 ms [2021-11-24 06:18:58 main:574] : INFO : Epoch 1661 | loss: 0.0312155 | val_loss: 0.0312152 | Time: 2042.42 ms [2021-11-24 06:19:00 main:574] : INFO : Epoch 1662 | loss: 0.0312151 | val_loss: 0.0312172 | Time: 2044.25 ms [2021-11-24 06:19:02 main:574] : INFO : Epoch 1663 | loss: 0.0312154 | val_loss: 0.0312158 | Time: 2041.29 ms [2021-11-24 06:19:04 main:574] : INFO : Epoch 1664 | loss: 0.0312161 | val_loss: 0.0312161 | Time: 2043.25 ms [2021-11-24 06:19:06 main:574] : INFO : Epoch 1665 | loss: 0.0312147 | val_loss: 0.0312155 | Time: 2044.28 ms [2021-11-24 06:19:08 main:574] : INFO : Epoch 1666 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 2046.1 ms [2021-11-24 06:19:10 main:574] : INFO : Epoch 1667 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 2048.28 ms [2021-11-24 06:19:12 main:574] : INFO : Epoch 1668 | loss: 0.0312163 | val_loss: 0.0312209 | Time: 2043.08 ms [2021-11-24 06:19:14 main:574] : INFO : Epoch 1669 | loss: 0.0312156 | val_loss: 0.0312161 | Time: 2046.4 ms [2021-11-24 06:19:16 main:574] : INFO : Epoch 1670 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 2043.5 ms [2021-11-24 06:19:18 main:574] : INFO : Epoch 1671 | loss: 0.0312153 | val_loss: 0.0312152 | Time: 2043.55 ms [2021-11-24 06:19:20 main:574] : INFO : Epoch 1672 | loss: 0.0312156 | val_loss: 0.0312144 | Time: 2044.52 ms [2021-11-24 06:19:22 main:574] : INFO : Epoch 1673 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 2039.07 ms [2021-11-24 06:19:24 main:574] : INFO : Epoch 1674 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 2046.94 ms [2021-11-24 06:19:26 main:574] : INFO : Epoch 1675 | loss: 0.0312149 | val_loss: 0.0312149 | Time: 2046.77 ms [2021-11-24 06:19:28 main:574] : INFO : Epoch 1676 | loss: 0.0312146 | val_loss: 0.031217 | Time: 2044.9 ms [2021-11-24 06:19:30 main:574] : INFO : Epoch 1677 | loss: 0.0312157 | val_loss: 0.0312139 | Time: 2049.81 ms [2021-11-24 06:19:32 main:574] : INFO : Epoch 1678 | loss: 0.0312159 | val_loss: 0.0312158 | Time: 2040.68 ms [2021-11-24 06:19:34 main:574] : INFO : Epoch 1679 | loss: 0.0312168 | val_loss: 0.031216 | Time: 2047.76 ms [2021-11-24 06:19:36 main:574] : INFO : Epoch 1680 | loss: 0.0312191 | val_loss: 0.0312159 | Time: 2045.14 ms [2021-11-24 06:19:39 main:574] : INFO : Epoch 1681 | loss: 0.0312137 | val_loss: 0.0312136 | Time: 2044.87 ms [2021-11-24 06:19:41 main:574] : INFO : Epoch 1682 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 2042.24 ms [2021-11-24 06:19:43 main:574] : INFO : Epoch 1683 | loss: 0.0312138 | val_loss: 0.0312139 | Time: 2041.21 ms [2021-11-24 06:19:45 main:574] : INFO : Epoch 1684 | loss: 0.0312164 | val_loss: 0.0312138 | Time: 2048.89 ms [2021-11-24 06:19:47 main:574] : INFO : Epoch 1685 | loss: 0.0312145 | val_loss: 0.0312166 | Time: 2045.77 ms [2021-11-24 06:19:49 main:574] : INFO : Epoch 1686 | loss: 0.0312147 | val_loss: 0.0312133 | Time: 2043.88 ms [2021-11-24 06:19:51 main:574] : INFO : Epoch 1687 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 2043.99 ms [2021-11-24 06:19:53 main:574] : INFO : Epoch 1688 | loss: 0.0312137 | val_loss: 0.0312172 | Time: 2042.94 ms [2021-11-24 06:19:55 main:574] : INFO : Epoch 1689 | loss: 0.0312141 | val_loss: 0.0312125 | Time: 2045.75 ms [2021-11-24 06:19:57 main:574] : INFO : Epoch 1690 | loss: 0.0312132 | val_loss: 0.031213 | Time: 2053.62 ms [2021-11-24 06:19:59 main:574] : INFO : Epoch 1691 | loss: 0.031214 | val_loss: 0.0312125 | Time: 2049.85 ms [2021-11-24 06:20:01 main:574] : INFO : Epoch 1692 | loss: 0.0312122 | val_loss: 0.031213 | Time: 2046.86 ms [2021-11-24 06:20:03 main:574] : INFO : Epoch 1693 | loss: 0.0312125 | val_loss: 0.0312122 | Time: 2050.48 ms [2021-11-24 06:20:05 main:574] : INFO : Epoch 1694 | loss: 0.0312134 | val_loss: 0.0312167 | Time: 2043.01 ms [2021-11-24 06:20:07 main:574] : INFO : Epoch 1695 | loss: 0.031216 | val_loss: 0.031212 | Time: 2037.72 ms [2021-11-24 06:20:09 main:574] : INFO : Epoch 1696 | loss: 0.0312143 | val_loss: 0.0312119 | Time: 2052.85 ms [2021-11-24 06:20:11 main:574] : INFO : Epoch 1697 | loss: 0.0312143 | val_loss: 0.0312116 | Time: 2045.03 ms [2021-11-24 06:20:13 main:574] : INFO : Epoch 1698 | loss: 0.0312128 | val_loss: 0.0312165 | Time: 2048.15 ms [2021-11-24 06:20:15 main:574] : INFO : Epoch 1699 | loss: 0.031212 | val_loss: 0.0312116 | Time: 2043.42 ms [2021-11-24 06:20:17 main:574] : INFO : Epoch 1700 | loss: 0.0312114 | val_loss: 0.0312117 | Time: 2051.08 ms [2021-11-24 06:20:20 main:574] : INFO : Epoch 1701 | loss: 0.031212 | val_loss: 0.0312219 | Time: 2046.76 ms [2021-11-24 06:20:22 main:574] : INFO : Epoch 1702 | loss: 0.0312125 | val_loss: 0.0312158 | Time: 2046.8 ms [2021-11-24 06:20:24 main:574] : INFO : Epoch 1703 | loss: 0.0312143 | val_loss: 0.0312114 | Time: 2046.86 ms [2021-11-24 06:20:26 main:574] : INFO : Epoch 1704 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 2046.66 ms [2021-11-24 06:20:28 main:574] : INFO : Epoch 1705 | loss: 0.0312127 | val_loss: 0.0312136 | Time: 2047.83 ms [2021-11-24 06:20:30 main:574] : INFO : Epoch 1706 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 2044.7 ms [2021-11-24 06:20:32 main:574] : INFO : Epoch 1707 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 2046.28 ms [2021-11-24 06:20:34 main:574] : INFO : Epoch 1708 | loss: 0.0312133 | val_loss: 0.0312158 | Time: 2048.99 ms [2021-11-24 06:20:36 main:574] : INFO : Epoch 1709 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 2042.37 ms [2021-11-24 06:20:38 main:574] : INFO : Epoch 1710 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 2048.84 ms [2021-11-24 06:20:40 main:574] : INFO : Epoch 1711 | loss: 0.031211 | val_loss: 0.0312159 | Time: 2043.39 ms [2021-11-24 06:20:42 main:574] : INFO : Epoch 1712 | loss: 0.0312116 | val_loss: 0.0312107 | Time: 2039.63 ms [2021-11-24 06:20:44 main:574] : INFO : Epoch 1713 | loss: 0.0312106 | val_loss: 0.0312104 | Time: 2045.46 ms [2021-11-24 06:20:46 main:574] : INFO : Epoch 1714 | loss: 0.0312116 | val_loss: 0.0312112 | Time: 2044.29 ms [2021-11-24 06:20:48 main:574] : INFO : Epoch 1715 | loss: 0.0312117 | val_loss: 0.0312105 | Time: 2043.83 ms [2021-11-24 06:20:50 main:574] : INFO : Epoch 1716 | loss: 0.0312102 | val_loss: 0.0312117 | Time: 2041.97 ms [2021-11-24 06:20:52 main:574] : INFO : Epoch 1717 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 2048.35 ms [2021-11-24 06:20:54 main:574] : INFO : Epoch 1718 | loss: 0.0312111 | val_loss: 0.0312112 | Time: 2042.38 ms [2021-11-24 06:20:56 main:574] : INFO : Epoch 1719 | loss: 0.0312113 | val_loss: 0.031211 | Time: 2041.92 ms [2021-11-24 06:20:58 main:574] : INFO : Epoch 1720 | loss: 0.0312105 | val_loss: 0.0312116 | Time: 2044.11 ms [2021-11-24 06:21:01 main:574] : INFO : Epoch 1721 | loss: 0.0312108 | val_loss: 0.031212 | Time: 2044.19 ms [2021-11-24 06:21:03 main:574] : INFO : Epoch 1722 | loss: 0.0312123 | val_loss: 0.031219 | Time: 2042.22 ms [2021-11-24 06:21:05 main:574] : INFO : Epoch 1723 | loss: 0.031212 | val_loss: 0.0312104 | Time: 2044.07 ms [2021-11-24 06:21:07 main:574] : INFO : Epoch 1724 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 2043.21 ms [2021-11-24 06:21:09 main:574] : INFO : Epoch 1725 | loss: 0.0312095 | val_loss: 0.0312151 | Time: 2040.92 ms [2021-11-24 06:21:11 main:574] : INFO : Epoch 1726 | loss: 0.0312119 | val_loss: 0.0312102 | Time: 2042.08 ms [2021-11-24 06:21:13 main:574] : INFO : Epoch 1727 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 2047.22 ms [2021-11-24 06:21:15 main:574] : INFO : Epoch 1728 | loss: 0.031212 | val_loss: 0.0312151 | Time: 2045.23 ms [2021-11-24 06:21:17 main:574] : INFO : Epoch 1729 | loss: 0.0312142 | val_loss: 0.0312224 | Time: 2043.38 ms [2021-11-24 06:21:19 main:574] : INFO : Epoch 1730 | loss: 0.0312147 | val_loss: 0.031212 | Time: 2045.96 ms [2021-11-24 06:21:21 main:574] : INFO : Epoch 1731 | loss: 0.0312122 | val_loss: 0.0312117 | Time: 2046.11 ms [2021-11-24 06:21:23 main:574] : INFO : Epoch 1732 | loss: 0.0312114 | val_loss: 0.03121 | Time: 2046.39 ms [2021-11-24 06:21:25 main:574] : INFO : Epoch 1733 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 2043.8 ms [2021-11-24 06:21:27 main:574] : INFO : Epoch 1734 | loss: 0.0312092 | val_loss: 0.0312096 | Time: 2044.89 ms [2021-11-24 06:21:29 main:574] : INFO : Epoch 1735 | loss: 0.0312097 | val_loss: 0.0312187 | Time: 2045.56 ms [2021-11-24 06:21:31 main:574] : INFO : Epoch 1736 | loss: 0.0312143 | val_loss: 0.031212 | Time: 2042.94 ms [2021-11-24 06:21:33 main:574] : INFO : Epoch 1737 | loss: 0.0312136 | val_loss: 0.031221 | Time: 2038.02 ms [2021-11-24 06:21:35 main:574] : INFO : Epoch 1738 | loss: 0.031212 | val_loss: 0.031211 | Time: 2046.2 ms [2021-11-24 06:21:37 main:574] : INFO : Epoch 1739 | loss: 0.0312135 | val_loss: 0.0312095 | Time: 2039.64 ms [2021-11-24 06:21:39 main:574] : INFO : Epoch 1740 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 2045.9 ms [2021-11-24 06:21:41 main:574] : INFO : Epoch 1741 | loss: 0.0312126 | val_loss: 0.0312121 | Time: 2042.5 ms [2021-11-24 06:21:44 main:574] : INFO : Epoch 1742 | loss: 0.0312159 | val_loss: 0.0312168 | Time: 2041.71 ms [2021-11-24 06:21:46 main:574] : INFO : Epoch 1743 | loss: 0.0312111 | val_loss: 0.0312101 | Time: 2044.76 ms [2021-11-24 06:21:48 main:574] : INFO : Epoch 1744 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 2043.24 ms [2021-11-24 06:21:50 main:574] : INFO : Epoch 1745 | loss: 0.0312108 | val_loss: 0.0312119 | Time: 2044.86 ms [2021-11-24 06:21:52 main:574] : INFO : Epoch 1746 | loss: 0.0312097 | val_loss: 0.0312088 | Time: 2047.71 ms [2021-11-24 06:21:54 main:574] : INFO : Epoch 1747 | loss: 0.0312099 | val_loss: 0.0312158 | Time: 2045.88 ms [2021-11-24 06:21:56 main:574] : INFO : Epoch 1748 | loss: 0.0312098 | val_loss: 0.0312095 | Time: 2046.44 ms [2021-11-24 06:21:58 main:574] : INFO : Epoch 1749 | loss: 0.031209 | val_loss: 0.0312083 | Time: 2047.6 ms [2021-11-24 06:22:00 main:574] : INFO : Epoch 1750 | loss: 0.03121 | val_loss: 0.0312093 | Time: 2052.16 ms [2021-11-24 06:22:02 main:574] : INFO : Epoch 1751 | loss: 0.0312115 | val_loss: 0.0312159 | Time: 2044.33 ms [2021-11-24 06:22:04 main:574] : INFO : Epoch 1752 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 2043.31 ms [2021-11-24 06:22:06 main:574] : INFO : Epoch 1753 | loss: 0.0312101 | val_loss: 0.0312109 | Time: 2042.47 ms [2021-11-24 06:22:08 main:574] : INFO : Epoch 1754 | loss: 0.0312206 | val_loss: 0.0312274 | Time: 2047.15 ms [2021-11-24 06:22:10 main:574] : INFO : Epoch 1755 | loss: 0.031224 | val_loss: 0.031225 | Time: 2041.92 ms [2021-11-24 06:22:12 main:574] : INFO : Epoch 1756 | loss: 0.0312227 | val_loss: 0.0312202 | Time: 2046.39 ms [2021-11-24 06:22:14 main:574] : INFO : Epoch 1757 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 2043.26 ms [2021-11-24 06:22:16 main:574] : INFO : Epoch 1758 | loss: 0.0312207 | val_loss: 0.0312227 | Time: 2046.59 ms [2021-11-24 06:22:18 main:574] : INFO : Epoch 1759 | loss: 0.0312236 | val_loss: 0.0312213 | Time: 2051.4 ms [2021-11-24 06:22:20 main:574] : INFO : Epoch 1760 | loss: 0.0312221 | val_loss: 0.0312202 | Time: 2049.43 ms [2021-11-24 06:22:22 main:574] : INFO : Epoch 1761 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 2047.48 ms [2021-11-24 06:22:25 main:574] : INFO : Epoch 1762 | loss: 0.0312194 | val_loss: 0.0312188 | Time: 2053.49 ms [2021-11-24 06:22:27 main:574] : INFO : Epoch 1763 | loss: 0.0312195 | val_loss: 0.0312207 | Time: 2041.19 ms [2021-11-24 06:22:29 main:574] : INFO : Epoch 1764 | loss: 0.031237 | val_loss: 0.0312535 | Time: 2047.26 ms [2021-11-24 06:22:31 main:574] : INFO : Epoch 1765 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 2046.34 ms [2021-11-24 06:22:33 main:574] : INFO : Epoch 1766 | loss: 0.031254 | val_loss: 0.0312542 | Time: 2045.51 ms [2021-11-24 06:22:35 main:574] : INFO : Epoch 1767 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2045.51 ms [2021-11-24 06:22:37 main:574] : INFO : Epoch 1768 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2054.24 ms [2021-11-24 06:22:39 main:574] : INFO : Epoch 1769 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2044.95 ms [2021-11-24 06:22:41 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2049.14 ms [2021-11-24 06:22:43 main:574] : INFO : Epoch 1771 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2045.21 ms [2021-11-24 06:22:45 main:574] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2043.52 ms [2021-11-24 06:22:47 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2041.12 ms [2021-11-24 06:22:49 main:574] : INFO : Epoch 1774 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2042.92 ms [2021-11-24 06:22:51 main:574] : INFO : Epoch 1775 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2040.64 ms [2021-11-24 06:22:53 main:574] : INFO : Epoch 1776 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2051.05 ms [2021-11-24 06:22:55 main:574] : INFO : Epoch 1777 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2046.72 ms [2021-11-24 06:22:57 main:574] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 2043.39 ms [2021-11-24 06:22:59 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2043.97 ms [2021-11-24 06:23:01 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 2043.12 ms [2021-11-24 06:23:03 main:574] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2047.01 ms [2021-11-24 06:23:06 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2048.13 ms [2021-11-24 06:23:08 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 2041.91 ms [2021-11-24 06:23:10 main:574] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2043.75 ms [2021-11-24 06:23:12 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2041.7 ms [2021-11-24 06:23:14 main:574] : INFO : Epoch 1786 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2053.09 ms [2021-11-24 06:23:16 main:574] : INFO : Epoch 1787 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2048.99 ms [2021-11-24 06:23:18 main:574] : INFO : Epoch 1788 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2047.44 ms [2021-11-24 06:23:20 main:574] : INFO : Epoch 1789 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2050.2 ms [2021-11-24 06:23:22 main:574] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2045.72 ms [2021-11-24 06:23:24 main:574] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2051.94 ms [2021-11-24 06:23:26 main:574] : INFO : Epoch 1792 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2046.83 ms [2021-11-24 06:23:28 main:574] : INFO : Epoch 1793 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2044.03 ms [2021-11-24 06:23:30 main:574] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2045.33 ms [2021-11-24 06:23:32 main:574] : INFO : Epoch 1795 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2045.72 ms [2021-11-24 06:23:34 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2045.16 ms [2021-11-24 06:23:36 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2044.86 ms [2021-11-24 06:23:38 main:574] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 2046.14 ms [2021-11-24 06:23:40 main:574] : INFO : Epoch 1799 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2041.65 ms [2021-11-24 06:23:42 main:574] : INFO : Epoch 1800 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2044.18 ms [2021-11-24 06:23:45 main:574] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2049.88 ms [2021-11-24 06:23:47 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2045.72 ms [2021-11-24 06:23:49 main:574] : INFO : Epoch 1803 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2043.3 ms [2021-11-24 06:23:51 main:574] : INFO : Epoch 1804 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2046.91 ms [2021-11-24 06:23:53 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2045.49 ms [2021-11-24 06:23:55 main:574] : INFO : Epoch 1806 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2042.75 ms [2021-11-24 06:23:57 main:574] : INFO : Epoch 1807 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2039.82 ms [2021-11-24 06:23:59 main:574] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2051.97 ms [2021-11-24 06:24:01 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2045.82 ms [2021-11-24 06:24:03 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2046.14 ms [2021-11-24 06:24:05 main:574] : INFO : Epoch 1811 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 2045.79 ms [2021-11-24 06:24:07 main:574] : INFO : Epoch 1812 | loss: 0.0312601 | val_loss: 0.0312516 | Time: 2050.82 ms [2021-11-24 06:24:09 main:574] : INFO : Epoch 1813 | loss: 0.0312527 | val_loss: 0.0312515 | Time: 2045.64 ms [2021-11-24 06:24:11 main:574] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2042.45 ms [2021-11-24 06:24:13 main:574] : INFO : Epoch 1815 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2043.98 ms [2021-11-24 06:24:15 main:574] : INFO : Epoch 1816 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2046.18 ms [2021-11-24 06:24:17 main:574] : INFO : Epoch 1817 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2052.66 ms [2021-11-24 06:24:19 main:574] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2047.52 ms [2021-11-24 06:24:21 main:574] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2039.22 ms [2021-11-24 06:24:23 main:574] : INFO : Epoch 1820 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2042.84 ms [2021-11-24 06:24:26 main:574] : INFO : Epoch 1821 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2048.2 ms [2021-11-24 06:24:28 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2048.2 ms [2021-11-24 06:24:30 main:574] : INFO : Epoch 1823 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2045.52 ms [2021-11-24 06:24:32 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2040.89 ms [2021-11-24 06:24:34 main:574] : INFO : Epoch 1825 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2047.01 ms [2021-11-24 06:24:36 main:574] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2046.91 ms [2021-11-24 06:24:38 main:574] : INFO : Epoch 1827 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2042.22 ms [2021-11-24 06:24:40 main:574] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2046.61 ms [2021-11-24 06:24:42 main:574] : INFO : Epoch 1829 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2040.6 ms [2021-11-24 06:24:44 main:574] : INFO : Epoch 1830 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2045.46 ms [2021-11-24 06:24:46 main:574] : INFO : Epoch 1831 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2043.66 ms [2021-11-24 06:24:48 main:574] : INFO : Epoch 1832 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2043.86 ms [2021-11-24 06:24:50 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2045.1 ms [2021-11-24 06:24:52 main:574] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2042.85 ms [2021-11-24 06:24:54 main:574] : INFO : Epoch 1835 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2042.93 ms [2021-11-24 06:24:56 main:574] : INFO : Epoch 1836 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2046.4 ms [2021-11-24 06:24:58 main:574] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2044.16 ms [2021-11-24 06:25:00 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2044.18 ms [2021-11-24 06:25:02 main:574] : INFO : Epoch 1839 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2046.06 ms [2021-11-24 06:25:04 main:574] : INFO : Epoch 1840 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2043.91 ms [2021-11-24 06:25:06 main:574] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2044.09 ms [2021-11-24 06:25:09 main:574] : INFO : Epoch 1842 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2044.5 ms [2021-11-24 06:25:11 main:574] : INFO : Epoch 1843 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2045.06 ms [2021-11-24 06:25:13 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2051.65 ms [2021-11-24 06:25:15 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2042.02 ms [2021-11-24 06:25:17 main:574] : INFO : Epoch 1846 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2047.47 ms [2021-11-24 06:25:19 main:574] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2049.48 ms [2021-11-24 06:25:21 main:574] : INFO : Epoch 1848 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2044.16 ms [2021-11-24 06:25:23 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2045.65 ms [2021-11-24 06:25:25 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2041.41 ms [2021-11-24 06:25:27 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2047.16 ms [2021-11-24 06:25:29 main:574] : INFO : Epoch 1852 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2048.36 ms [2021-11-24 06:25:31 main:574] : INFO : Epoch 1853 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2045.39 ms [2021-11-24 06:25:33 main:574] : INFO : Epoch 1854 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2042.32 ms [2021-11-24 06:25:35 main:574] : INFO : Epoch 1855 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 2045.53 ms [2021-11-24 06:25:37 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2042.26 ms [2021-11-24 06:25:39 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2053.44 ms [2021-11-24 06:25:41 main:574] : INFO : Epoch 1858 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2045.58 ms [2021-11-24 06:25:43 main:574] : INFO : Epoch 1859 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2045.86 ms [2021-11-24 06:25:45 main:574] : INFO : Epoch 1860 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2044.3 ms [2021-11-24 06:25:47 main:574] : INFO : Epoch 1861 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2044.94 ms [2021-11-24 06:25:50 main:574] : INFO : Epoch 1862 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 2043.43 ms [2021-11-24 06:25:52 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2044.2 ms [2021-11-24 06:25:54 main:574] : INFO : Epoch 1864 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2049.37 ms [2021-11-24 06:25:56 main:574] : INFO : Epoch 1865 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2045.88 ms [2021-11-24 06:25:58 main:574] : INFO : Epoch 1866 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2049.19 ms [2021-11-24 06:26:00 main:574] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2050.77 ms [2021-11-24 06:26:02 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2047.06 ms [2021-11-24 06:26:04 main:574] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2045.31 ms [2021-11-24 06:26:06 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2045.89 ms [2021-11-24 06:26:08 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2046.63 ms [2021-11-24 06:26:10 main:574] : INFO : Epoch 1872 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2040.1 ms [2021-11-24 06:26:12 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 2040.16 ms [2021-11-24 06:26:14 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2049.93 ms [2021-11-24 06:26:16 main:574] : INFO : Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2046.33 ms [2021-11-24 06:26:18 main:574] : INFO : Epoch 1876 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 2042.39 ms [2021-11-24 06:26:20 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2044.85 ms [2021-11-24 06:26:22 main:574] : INFO : Epoch 1878 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2041.37 ms [2021-11-24 06:26:24 main:574] : INFO : Epoch 1879 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2047.91 ms [2021-11-24 06:26:26 main:574] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2050.68 ms [2021-11-24 06:26:29 main:574] : INFO : Epoch 1881 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2050.02 ms [2021-11-24 06:26:31 main:574] : INFO : Epoch 1882 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2047.29 ms [2021-11-24 06:26:33 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2045.92 ms [2021-11-24 06:26:35 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2044.86 ms [2021-11-24 06:26:37 main:574] : INFO : Epoch 1885 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2044.45 ms [2021-11-24 06:26:39 main:574] : INFO : Epoch 1886 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2048.84 ms [2021-11-24 06:26:41 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2047.34 ms [2021-11-24 06:26:43 main:574] : INFO : Epoch 1888 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2050.37 ms [2021-11-24 06:26:45 main:574] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2043.89 ms [2021-11-24 06:26:47 main:574] : INFO : Epoch 1890 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 2040.49 ms [2021-11-24 06:26:49 main:574] : INFO : Epoch 1891 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2043.53 ms [2021-11-24 06:26:51 main:574] : INFO : Epoch 1892 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 2045.59 ms [2021-11-24 06:26:53 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2045.53 ms [2021-11-24 06:26:55 main:574] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2042.49 ms [2021-11-24 06:26:57 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2042.92 ms [2021-11-24 06:26:59 main:574] : INFO : Epoch 1896 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2049.16 ms [2021-11-24 06:27:01 main:574] : INFO : Epoch 1897 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2045.84 ms [2021-11-24 06:27:03 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2045.35 ms [2021-11-24 06:27:05 main:574] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2046.56 ms [2021-11-24 06:27:07 main:574] : INFO : Epoch 1900 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2048.12 ms [2021-11-24 06:27:10 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2044.42 ms [2021-11-24 06:27:12 main:574] : INFO : Epoch 1902 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2044.16 ms [2021-11-24 06:27:14 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2049.08 ms [2021-11-24 06:27:16 main:574] : INFO : Epoch 1904 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2044.54 ms [2021-11-24 06:27:18 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2051.35 ms [2021-11-24 06:27:20 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2040.07 ms [2021-11-24 06:27:22 main:574] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2037.64 ms [2021-11-24 06:27:24 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2041.75 ms [2021-11-24 06:27:26 main:574] : INFO : Epoch 1909 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2043.29 ms [2021-11-24 06:27:28 main:574] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2035.79 ms [2021-11-24 06:27:30 main:574] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2043.05 ms [2021-11-24 06:27:32 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2042.88 ms [2021-11-24 06:27:34 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2040.24 ms [2021-11-24 06:27:36 main:574] : INFO : Epoch 1914 | loss: 0.0312519 | val_loss: 0.031252 | Time: 2042.8 ms [2021-11-24 06:27:38 main:574] : INFO : Epoch 1915 | loss: 0.0312523 | val_loss: 0.0312513 | Time: 2047.13 ms [2021-11-24 06:27:40 main:574] : INFO : Epoch 1916 | loss: 0.0312566 | val_loss: 0.0312542 | Time: 2043.32 ms [2021-11-24 06:27:42 main:574] : INFO : Epoch 1917 | loss: 0.0334879 | val_loss: 0.034121 | Time: 2047.92 ms [2021-11-24 06:27:44 main:574] : INFO : Epoch 1918 | loss: 0.0364949 | val_loss: 0.0315286 | Time: 2047.53 ms [2021-11-24 06:27:46 main:574] : INFO : Epoch 1919 | loss: 0.0316586 | val_loss: 0.0314395 | Time: 2050.4 ms [2021-11-24 06:27:48 main:574] : INFO : Epoch 1920 | loss: 0.0313122 | val_loss: 0.0312767 | Time: 2048.44 ms [2021-11-24 06:27:50 main:574] : INFO : Epoch 1921 | loss: 0.0312662 | val_loss: 0.031266 | Time: 2047.66 ms [2021-11-24 06:27:53 main:574] : INFO : Epoch 1922 | loss: 0.0312558 | val_loss: 0.0312569 | Time: 2048.9 ms [2021-11-24 06:27:55 main:574] : INFO : Epoch 1923 | loss: 0.0312528 | val_loss: 0.031254 | Time: 2046.41 ms [2021-11-24 06:27:57 main:574] : INFO : Epoch 1924 | loss: 0.0312515 | val_loss: 0.0312544 | Time: 2044.09 ms [2021-11-24 06:27:59 main:574] : INFO : Epoch 1925 | loss: 0.0312514 | val_loss: 0.0312537 | Time: 2049.85 ms [2021-11-24 06:28:01 main:574] : INFO : Epoch 1926 | loss: 0.0312509 | val_loss: 0.0312535 | Time: 2054.32 ms [2021-11-24 06:28:03 main:574] : INFO : Epoch 1927 | loss: 0.0312507 | val_loss: 0.0312536 | Time: 2046.03 ms [2021-11-24 06:28:05 main:574] : INFO : Epoch 1928 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 2047.01 ms [2021-11-24 06:28:07 main:574] : INFO : Epoch 1929 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 2045.92 ms [2021-11-24 06:28:09 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 2045.8 ms [2021-11-24 06:28:11 main:574] : INFO : Epoch 1931 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 2045.32 ms [2021-11-24 06:28:13 main:574] : INFO : Epoch 1932 | loss: 0.031251 | val_loss: 0.031252 | Time: 2048.49 ms [2021-11-24 06:28:15 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 2046.29 ms [2021-11-24 06:28:17 main:574] : INFO : Epoch 1934 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 2048.75 ms [2021-11-24 06:28:19 main:574] : INFO : Epoch 1935 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 2060.54 ms [2021-11-24 06:28:21 main:574] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2046 ms [2021-11-24 06:28:23 main:574] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 2050.05 ms [2021-11-24 06:28:25 main:574] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2049.04 ms [2021-11-24 06:28:27 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312517 | Time: 2046.15 ms [2021-11-24 06:28:29 main:574] : INFO : Epoch 1940 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2058.18 ms [2021-11-24 06:28:32 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2042.9 ms [2021-11-24 06:28:34 main:574] : INFO : Epoch 1942 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2050.31 ms [2021-11-24 06:28:36 main:574] : INFO : Epoch 1943 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2043.09 ms [2021-11-24 06:28:38 main:574] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2046.3 ms [2021-11-24 06:28:40 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2042.72 ms [2021-11-24 06:28:42 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2046.36 ms [2021-11-24 06:28:44 main:574] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 2050.13 ms [2021-11-24 06:28:46 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312515 | Time: 2048.23 ms [2021-11-24 06:28:48 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2046.03 ms [2021-11-24 06:28:50 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 2044.91 ms [2021-11-24 06:28:52 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2041.89 ms [2021-11-24 06:28:54 main:574] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2047.83 ms [2021-11-24 06:28:56 main:574] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2048.08 ms [2021-11-24 06:28:58 main:574] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2046.72 ms [2021-11-24 06:29:00 main:574] : INFO : Epoch 1955 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2042.16 ms [2021-11-24 06:29:02 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2044.18 ms [2021-11-24 06:29:04 main:574] : INFO : Epoch 1957 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2047.53 ms [2021-11-24 06:29:06 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2042.68 ms [2021-11-24 06:29:08 main:574] : INFO : Epoch 1959 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2047.06 ms [2021-11-24 06:29:10 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2042.94 ms [2021-11-24 06:29:13 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2036.52 ms [2021-11-24 06:29:15 main:574] : INFO : Epoch 1962 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2046.7 ms [2021-11-24 06:29:17 main:574] : INFO : Epoch 1963 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2046.83 ms [2021-11-24 06:29:19 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2042.9 ms [2021-11-24 06:29:21 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2042.61 ms [2021-11-24 06:29:23 main:574] : INFO : Epoch 1966 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2050.7 ms [2021-11-24 06:29:25 main:574] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2041.78 ms [2021-11-24 06:29:27 main:574] : INFO : Epoch 1968 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2046.65 ms [2021-11-24 06:29:29 main:574] : INFO : Epoch 1969 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2049.98 ms [2021-11-24 06:29:31 main:574] : INFO : Epoch 1970 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2041.51 ms [2021-11-24 06:29:33 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2045.8 ms [2021-11-24 06:29:35 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2050.84 ms [2021-11-24 06:29:37 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2040.97 ms [2021-11-24 06:29:39 main:574] : INFO : Epoch 1974 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2044.87 ms [2021-11-24 06:29:41 main:574] : INFO : Epoch 1975 | loss: 0.031251 | val_loss: 0.0312513 | Time: 2045.47 ms [2021-11-24 06:29:43 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2044.85 ms [2021-11-24 06:29:45 main:574] : INFO : Epoch 1977 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2046.21 ms [2021-11-24 06:29:47 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2045.96 ms [2021-11-24 06:29:49 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2048.55 ms [2021-11-24 06:29:51 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2046.57 ms [2021-11-24 06:29:54 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2048.13 ms [2021-11-24 06:29:56 main:574] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2044.77 ms [2021-11-24 06:29:58 main:574] : INFO : Epoch 1983 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2047.94 ms [2021-11-24 06:30:00 main:574] : INFO : Epoch 1984 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2045.91 ms [2021-11-24 06:30:02 main:574] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2047.22 ms [2021-11-24 06:30:04 main:574] : INFO : Epoch 1986 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2048.8 ms [2021-11-24 06:30:06 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2045.55 ms [2021-11-24 06:30:08 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2047.33 ms [2021-11-24 06:30:10 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2044.9 ms [2021-11-24 06:30:12 main:574] : INFO : Epoch 1990 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2045.85 ms [2021-11-24 06:30:14 main:574] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2045.38 ms [2021-11-24 06:30:16 main:574] : INFO : Epoch 1992 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2046.2 ms [2021-11-24 06:30:18 main:574] : INFO : Epoch 1993 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2050.58 ms [2021-11-24 06:30:20 main:574] : INFO : Epoch 1994 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2045.28 ms [2021-11-24 06:30:22 main:574] : INFO : Epoch 1995 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2046.65 ms [2021-11-24 06:30:24 main:574] : INFO : Epoch 1996 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2046.69 ms [2021-11-24 06:30:26 main:574] : INFO : Epoch 1997 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2051.75 ms [2021-11-24 06:30:28 main:574] : INFO : Epoch 1998 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2047.43 ms [2021-11-24 06:30:30 main:574] : INFO : Epoch 1999 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2046.68 ms [2021-11-24 06:30:32 main:574] : INFO : Epoch 2000 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2046.98 ms [2021-11-24 06:30:35 main:574] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2052.13 ms [2021-11-24 06:30:37 main:574] : INFO : Epoch 2002 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2050.96 ms [2021-11-24 06:30:39 main:574] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2051.27 ms [2021-11-24 06:30:41 main:574] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2045.73 ms [2021-11-24 06:30:43 main:574] : INFO : Epoch 2005 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2044.2 ms [2021-11-24 06:30:45 main:574] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2047.03 ms [2021-11-24 06:30:47 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2041.51 ms [2021-11-24 06:30:49 main:574] : INFO : Epoch 2008 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2045.66 ms [2021-11-24 06:30:51 main:574] : INFO : Epoch 2009 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2049.28 ms [2021-11-24 06:30:53 main:574] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2045.02 ms [2021-11-24 06:30:55 main:574] : INFO : Epoch 2011 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2041.95 ms [2021-11-24 06:30:57 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2043.08 ms [2021-11-24 06:30:59 main:574] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2043.9 ms [2021-11-24 06:31:01 main:574] : INFO : Epoch 2014 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2046.62 ms [2021-11-24 06:31:03 main:574] : INFO : Epoch 2015 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2043.97 ms [2021-11-24 06:31:05 main:574] : INFO : Epoch 2016 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2050.39 ms [2021-11-24 06:31:07 main:574] : INFO : Epoch 2017 | loss: 0.0312511 | val_loss: 0.0312526 | Time: 2049.46 ms [2021-11-24 06:31:09 main:574] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2042.7 ms [2021-11-24 06:31:11 main:574] : INFO : Epoch 2019 | loss: 0.0312508 | val_loss: 0.031253 | Time: 2046.58 ms [2021-11-24 06:31:13 main:574] : INFO : Epoch 2020 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2046.74 ms [2021-11-24 06:31:16 main:574] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2046.46 ms [2021-11-24 06:31:18 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2042.04 ms [2021-11-24 06:31:20 main:574] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2047.7 ms [2021-11-24 06:31:22 main:574] : INFO : Epoch 2024 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2046.53 ms [2021-11-24 06:31:24 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2042.43 ms [2021-11-24 06:31:26 main:574] : INFO : Epoch 2026 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2046.09 ms [2021-11-24 06:31:28 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2044.27 ms [2021-11-24 06:31:30 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2048.89 ms [2021-11-24 06:31:32 main:574] : INFO : Epoch 2029 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2047.09 ms [2021-11-24 06:31:34 main:574] : INFO : Epoch 2030 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2046.32 ms [2021-11-24 06:31:36 main:574] : INFO : Epoch 2031 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2045.01 ms [2021-11-24 06:31:38 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 2043.04 ms [2021-11-24 06:31:40 main:574] : INFO : Epoch 2033 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2043.38 ms [2021-11-24 06:31:42 main:574] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2041.38 ms [2021-11-24 06:31:44 main:574] : INFO : Epoch 2035 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2045.52 ms [2021-11-24 06:31:46 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2047.86 ms [2021-11-24 06:31:48 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2047.04 ms [2021-11-24 06:31:50 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2055.7 ms [2021-11-24 06:31:52 main:574] : INFO : Epoch 2039 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2041.2 ms [2021-11-24 06:31:55 main:574] : INFO : Epoch 2040 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 2044.2 ms [2021-11-24 06:31:57 main:574] : INFO : Epoch 2041 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2040.85 ms [2021-11-24 06:31:59 main:574] : INFO : Epoch 2042 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2049.13 ms [2021-11-24 06:32:01 main:574] : INFO : Epoch 2043 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2044.08 ms [2021-11-24 06:32:03 main:574] : INFO : Epoch 2044 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2042.06 ms [2021-11-24 06:32:05 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2045.46 ms [2021-11-24 06:32:07 main:574] : INFO : Epoch 2046 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2039.54 ms [2021-11-24 06:32:09 main:574] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.031251 | Time: 2048.56 ms [2021-11-24 06:32:11 main:574] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2040.26 ms [2021-11-24 06:32:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312507 [2021-11-24 06:32:11 main:603] : INFO : Saving end state to config to file [2021-11-24 06:32:11 main:608] : INFO : Success, exiting.. 06:32:11 (14960): 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)