Task 14548630
| Name | ParityModified-1647043726-7382-3-0_0 |
| Workunit | 11574951 |
| Created | 8 Apr 2022, 5:55:33 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 12:08:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 13 min 11 sec |
| CPU time | 1 hours 10 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 42 | loss: 0.0312272 | val_loss: 0.0312246 | Time: 2080.17 ms [2022-04-12 13:50:12 main:574] : INFO : Epoch 1543 | loss: 0.0312282 | val_loss: 0.0312236 | Time: 2068.95 ms [2022-04-12 13:50:14 main:574] : INFO : Epoch 1544 | loss: 0.0312271 | val_loss: 0.0312247 | Time: 2040.61 ms [2022-04-12 13:50:16 main:574] : INFO : Epoch 1545 | loss: 0.0312261 | val_loss: 0.0312232 | Time: 2057.3 ms [2022-04-12 13:50:18 main:574] : INFO : Epoch 1546 | loss: 0.0312272 | val_loss: 0.0312217 | Time: 2076.92 ms [2022-04-12 13:50:20 main:574] : INFO : Epoch 1547 | loss: 0.0312261 | val_loss: 0.0312219 | Time: 2051.11 ms [2022-04-12 13:50:23 main:574] : INFO : Epoch 1548 | loss: 0.0312274 | val_loss: 0.0312267 | Time: 2041.78 ms [2022-04-12 13:50:25 main:574] : INFO : Epoch 1549 | loss: 0.0312272 | val_loss: 0.031222 | Time: 2060.88 ms [2022-04-12 13:50:27 main:574] : INFO : Epoch 1550 | loss: 0.0312256 | val_loss: 0.0312218 | Time: 2070 ms [2022-04-12 13:50:29 main:574] : INFO : Epoch 1551 | loss: 0.0312263 | val_loss: 0.0312228 | Time: 2082.35 ms [2022-04-12 13:50:31 main:574] : INFO : Epoch 1552 | loss: 0.0312266 | val_loss: 0.0312257 | Time: 2022.94 ms [2022-04-12 13:50:33 main:574] : INFO : Epoch 1553 | loss: 0.0312299 | val_loss: 0.0312262 | Time: 2047.92 ms [2022-04-12 13:50:35 main:574] : INFO : Epoch 1554 | loss: 0.0312313 | val_loss: 0.031227 | Time: 2035.08 ms [2022-04-12 13:50:37 main:574] : INFO : Epoch 1555 | loss: 0.0312289 | val_loss: 0.0312264 | Time: 2007.04 ms [2022-04-12 13:50:39 main:574] : INFO : Epoch 1556 | loss: 0.0312295 | val_loss: 0.0312307 | Time: 2091.41 ms [2022-04-12 13:50:41 main:574] : INFO : Epoch 1557 | loss: 0.031229 | val_loss: 0.0312246 | Time: 2010.74 ms [2022-04-12 13:50:43 main:574] : INFO : Epoch 1558 | loss: 0.031227 | val_loss: 0.0312253 | Time: 2069.5 ms [2022-04-12 13:50:46 main:574] : INFO : Epoch 1559 | loss: 0.031228 | val_loss: 0.0312245 | Time: 2022.15 ms [2022-04-12 13:50:48 main:574] : INFO : Epoch 1560 | loss: 0.0312275 | val_loss: 0.0312256 | Time: 2095.29 ms [2022-04-12 13:50:50 main:574] : INFO : Epoch 1561 | loss: 0.0312259 | val_loss: 0.0312244 | Time: 2122.71 ms [2022-04-12 13:50:52 main:574] : INFO : Epoch 1562 | loss: 0.0312268 | val_loss: 0.0312297 | Time: 2043.85 ms [2022-04-12 13:50:54 main:574] : INFO : Epoch 1563 | loss: 0.0312278 | val_loss: 0.0312227 | Time: 2036.73 ms [2022-04-12 13:50:56 main:574] : INFO : Epoch 1564 | loss: 0.0312284 | val_loss: 0.0312252 | Time: 2037.8 ms [2022-04-12 13:50:58 main:574] : INFO : Epoch 1565 | loss: 0.0312286 | val_loss: 0.0312225 | Time: 2068.4 ms [2022-04-12 13:51:01 main:574] : INFO : Epoch 1566 | loss: 0.031226 | val_loss: 0.0312265 | Time: 2054.11 ms [2022-04-12 13:51:03 main:574] : INFO : Epoch 1567 | loss: 0.0312281 | val_loss: 0.0312235 | Time: 2045.57 ms [2022-04-12 13:51:05 main:574] : INFO : Epoch 1568 | loss: 0.0312271 | val_loss: 0.0312225 | Time: 2039.93 ms [2022-04-12 13:51:07 main:574] : INFO : Epoch 1569 | loss: 0.0312259 | val_loss: 0.0312235 | Time: 2059.5 ms [2022-04-12 13:51:09 main:574] : INFO : Epoch 1570 | loss: 0.0312268 | val_loss: 0.0312252 | Time: 2053.6 ms [2022-04-12 13:51:11 main:574] : INFO : Epoch 1571 | loss: 0.0312274 | val_loss: 0.0312221 | Time: 2048.89 ms [2022-04-12 13:51:13 main:574] : INFO : Epoch 1572 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 2066.74 ms [2022-04-12 13:51:15 main:574] : INFO : Epoch 1573 | loss: 0.0312268 | val_loss: 0.0312222 | Time: 2048 ms [2022-04-12 13:51:17 main:574] : INFO : Epoch 1574 | loss: 0.0312257 | val_loss: 0.0312219 | Time: 2062.16 ms [2022-04-12 13:51:19 main:574] : INFO : Epoch 1575 | loss: 0.0312276 | val_loss: 0.0312246 | Time: 2065.63 ms [2022-04-12 13:51:22 main:574] : INFO : Epoch 1576 | loss: 0.031234 | val_loss: 0.0312274 | Time: 2055.15 ms [2022-04-12 13:51:24 main:574] : INFO : Epoch 1577 | loss: 0.0312275 | val_loss: 0.0312228 | Time: 2055.72 ms [2022-04-12 13:51:26 main:574] : INFO : Epoch 1578 | loss: 0.0312276 | val_loss: 0.0312222 | Time: 2081.58 ms [2022-04-12 13:51:28 main:574] : INFO : Epoch 1579 | loss: 0.0312281 | val_loss: 0.0312219 | Time: 2045.02 ms [2022-04-12 13:51:30 main:574] : INFO : Epoch 1580 | loss: 0.0312267 | val_loss: 0.0312242 | Time: 2005.79 ms [2022-04-12 13:51:32 main:574] : INFO : Epoch 1581 | loss: 0.0312274 | val_loss: 0.031222 | Time: 2036.93 ms [2022-04-12 13:51:34 main:574] : INFO : Epoch 1582 | loss: 0.0312259 | val_loss: 0.0312246 | Time: 2047.02 ms [2022-04-12 13:51:36 main:574] : INFO : Epoch 1583 | loss: 0.0312268 | val_loss: 0.0312221 | Time: 2071.13 ms [2022-04-12 13:51:38 main:574] : INFO : Epoch 1584 | loss: 0.0312256 | val_loss: 0.0312234 | Time: 2027.34 ms [2022-04-12 13:51:40 main:574] : INFO : Epoch 1585 | loss: 0.0312264 | val_loss: 0.0312267 | Time: 2079.67 ms [2022-04-12 13:51:43 main:574] : INFO : Epoch 1586 | loss: 0.0312269 | val_loss: 0.0312226 | Time: 2033.9 ms [2022-04-12 13:51:45 main:574] : INFO : Epoch 1587 | loss: 0.0312262 | val_loss: 0.031226 | Time: 2067.27 ms [2022-04-12 13:51:47 main:574] : INFO : Epoch 1588 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 2039.29 ms [2022-04-12 13:51:49 main:574] : INFO : Epoch 1589 | loss: 0.0312263 | val_loss: 0.0312221 | Time: 2069.88 ms [2022-04-12 13:51:51 main:574] : INFO : Epoch 1590 | loss: 0.0312268 | val_loss: 0.0312219 | Time: 2081.05 ms [2022-04-12 13:51:53 main:574] : INFO : Epoch 1591 | loss: 0.031226 | val_loss: 0.0312232 | Time: 2074.38 ms [2022-04-12 13:51:55 main:574] : INFO : Epoch 1592 | loss: 0.0312263 | val_loss: 0.0312243 | Time: 2045.32 ms [2022-04-12 13:51:57 main:574] : INFO : Epoch 1593 | loss: 0.031226 | val_loss: 0.0312218 | Time: 2052.34 ms [2022-04-12 13:51:59 main:574] : INFO : Epoch 1594 | loss: 0.0312264 | val_loss: 0.0312219 | Time: 2034.66 ms [2022-04-12 13:52:02 main:574] : INFO : Epoch 1595 | loss: 0.0312261 | val_loss: 0.0312217 | Time: 2038.29 ms [2022-04-12 13:52:04 main:574] : INFO : Epoch 1596 | loss: 0.0312255 | val_loss: 0.0312225 | Time: 2027.48 ms [2022-04-12 13:52:06 main:574] : INFO : Epoch 1597 | loss: 0.0312267 | val_loss: 0.0312227 | Time: 2048.44 ms [2022-04-12 13:52:08 main:574] : INFO : Epoch 1598 | loss: 0.0312257 | val_loss: 0.0312226 | Time: 2055.62 ms [2022-04-12 13:52:10 main:574] : INFO : Epoch 1599 | loss: 0.0312261 | val_loss: 0.0312217 | Time: 2028.64 ms [2022-04-12 13:52:12 main:574] : INFO : Epoch 1600 | loss: 0.0312265 | val_loss: 0.031222 | Time: 2028.14 ms [2022-04-12 13:52:14 main:574] : INFO : Epoch 1601 | loss: 0.0312279 | val_loss: 0.0312223 | Time: 2085.93 ms [2022-04-12 13:52:16 main:574] : INFO : Epoch 1602 | loss: 0.0312268 | val_loss: 0.0312222 | Time: 2089.34 ms [2022-04-12 13:52:19 main:574] : INFO : Epoch 1603 | loss: 0.0312266 | val_loss: 0.0312225 | Time: 2072.23 ms [2022-04-12 13:52:21 main:574] : INFO : Epoch 1604 | loss: 0.0312263 | val_loss: 0.0312218 | Time: 2056.15 ms [2022-04-12 13:52:23 main:574] : INFO : Epoch 1605 | loss: 0.0312261 | val_loss: 0.0312217 | Time: 2050.19 ms [2022-04-12 13:52:25 main:574] : INFO : Epoch 1606 | loss: 0.0312263 | val_loss: 0.0312231 | Time: 2067.73 ms [2022-04-12 13:52:27 main:574] : INFO : Epoch 1607 | loss: 0.0312257 | val_loss: 0.0312244 | Time: 2076.48 ms [2022-04-12 13:52:29 main:574] : INFO : Epoch 1608 | loss: 0.0312267 | val_loss: 0.0312248 | Time: 2051.58 ms [2022-04-12 13:52:31 main:574] : INFO : Epoch 1609 | loss: 0.0312276 | val_loss: 0.031222 | Time: 2017.83 ms [2022-04-12 13:52:33 main:574] : INFO : Epoch 1610 | loss: 0.0312257 | val_loss: 0.031223 | Time: 2047.35 ms [2022-04-12 13:52:36 main:574] : INFO : Epoch 1611 | loss: 0.0312259 | val_loss: 0.0312217 | Time: 2079.3 ms [2022-04-12 13:52:38 main:574] : INFO : Epoch 1612 | loss: 0.0312269 | val_loss: 0.0312225 | Time: 2055.51 ms [2022-04-12 13:52:40 main:574] : INFO : Epoch 1613 | loss: 0.0312258 | val_loss: 0.0312231 | Time: 2082.25 ms [2022-04-12 13:52:42 main:574] : INFO : Epoch 1614 | loss: 0.0312266 | val_loss: 0.0312246 | Time: 2070.16 ms [2022-04-12 13:52:44 main:574] : INFO : Epoch 1615 | loss: 0.0312283 | val_loss: 0.0312243 | Time: 2100.86 ms [2022-04-12 13:52:46 main:574] : INFO : Epoch 1616 | loss: 0.0312272 | val_loss: 0.031222 | Time: 2089.71 ms [2022-04-12 13:52:48 main:574] : INFO : Epoch 1617 | loss: 0.0312258 | val_loss: 0.0312225 | Time: 2048.37 ms [2022-04-12 13:52:50 main:574] : INFO : Epoch 1618 | loss: 0.0312265 | val_loss: 0.0312222 | Time: 2078.69 ms [2022-04-12 13:52:53 main:574] : INFO : Epoch 1619 | loss: 0.0312262 | val_loss: 0.0312219 | Time: 2057.9 ms [2022-04-12 13:52:55 main:574] : INFO : Epoch 1620 | loss: 0.0312254 | val_loss: 0.0312217 | Time: 2074.4 ms [2022-04-12 13:52:57 main:574] : INFO : Epoch 1621 | loss: 0.0312258 | val_loss: 0.0312219 | Time: 2078.03 ms [2022-04-12 13:52:59 main:574] : INFO : Epoch 1622 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 2045.77 ms [2022-04-12 13:53:01 main:574] : INFO : Epoch 1623 | loss: 0.0312261 | val_loss: 0.0312223 | Time: 2065.03 ms [2022-04-12 13:53:03 main:574] : INFO : Epoch 1624 | loss: 0.0312255 | val_loss: 0.0312254 | Time: 2033.04 ms [2022-04-12 13:53:05 main:574] : INFO : Epoch 1625 | loss: 0.0312269 | val_loss: 0.0312223 | Time: 2058.23 ms [2022-04-12 13:53:07 main:574] : INFO : Epoch 1626 | loss: 0.0312283 | val_loss: 0.0312237 | Time: 2045.1 ms [2022-04-12 13:53:09 main:574] : INFO : Epoch 1627 | loss: 0.0312271 | val_loss: 0.0312222 | Time: 2063.8 ms [2022-04-12 13:53:12 main:574] : INFO : Epoch 1628 | loss: 0.0312274 | val_loss: 0.0312224 | Time: 2060.92 ms [2022-04-12 13:53:14 main:574] : INFO : Epoch 1629 | loss: 0.0312265 | val_loss: 0.0312227 | Time: 2048.96 ms [2022-04-12 13:53:16 main:574] : INFO : Epoch 1630 | loss: 0.0312292 | val_loss: 0.0312243 | Time: 2064.08 ms [2022-04-12 13:53:18 main:574] : INFO : Epoch 1631 | loss: 0.0312278 | val_loss: 0.0312226 | Time: 2033.58 ms [2022-04-12 13:53:20 main:574] : INFO : Epoch 1632 | loss: 0.0312268 | val_loss: 0.0312217 | Time: 2060.76 ms [2022-04-12 13:53:22 main:574] : INFO : Epoch 1633 | loss: 0.0312264 | val_loss: 0.0312224 | Time: 2040.39 ms [2022-04-12 13:53:24 main:574] : INFO : Epoch 1634 | loss: 0.031227 | val_loss: 0.0312219 | Time: 2067.25 ms [2022-04-12 13:53:26 main:574] : INFO : Epoch 1635 | loss: 0.0312268 | val_loss: 0.0312228 | Time: 2038.11 ms [2022-04-12 13:53:28 main:574] : INFO : Epoch 1636 | loss: 0.0312254 | val_loss: 0.031223 | Time: 2054.57 ms [2022-04-12 13:53:30 main:574] : INFO : Epoch 1637 | loss: 0.0312267 | val_loss: 0.0312264 | Time: 2036.45 ms [2022-04-12 13:53:33 main:574] : INFO : Epoch 1638 | loss: 0.0312288 | val_loss: 0.0312246 | Time: 2057.67 ms [2022-04-12 13:53:35 main:574] : INFO : Epoch 1639 | loss: 0.0312265 | val_loss: 0.0312234 | Time: 2060.47 ms [2022-04-12 13:53:37 main:574] : INFO : Epoch 1640 | loss: 0.0312261 | val_loss: 0.0312223 | Time: 2059.32 ms [2022-04-12 13:53:39 main:574] : INFO : Epoch 1641 | loss: 0.0312262 | val_loss: 0.0312231 | Time: 2019.78 ms [2022-04-12 13:53:41 main:574] : INFO : Epoch 1642 | loss: 0.0312264 | val_loss: 0.0312232 | Time: 2050.06 ms [2022-04-12 13:53:43 main:574] : INFO : Epoch 1643 | loss: 0.0312265 | val_loss: 0.0312221 | Time: 2067.41 ms [2022-04-12 13:53:45 main:574] : INFO : Epoch 1644 | loss: 0.0312265 | val_loss: 0.0312219 | Time: 2065.97 ms [2022-04-12 13:53:47 main:574] : INFO : Epoch 1645 | loss: 0.0312263 | val_loss: 0.0312235 | Time: 2043.14 ms [2022-04-12 13:53:49 main:574] : INFO : Epoch 1646 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 2061.24 ms [2022-04-12 13:53:51 main:574] : INFO : Epoch 1647 | loss: 0.0312258 | val_loss: 0.031223 | Time: 2046.87 ms [2022-04-12 13:53:54 main:574] : INFO : Epoch 1648 | loss: 0.0312264 | val_loss: 0.0312229 | Time: 2085.39 ms [2022-04-12 13:53:56 main:574] : INFO : Epoch 1649 | loss: 0.0312257 | val_loss: 0.0312225 | Time: 2050.66 ms [2022-04-12 13:53:58 main:574] : INFO : Epoch 1650 | loss: 0.0312258 | val_loss: 0.0312257 | Time: 2108.42 ms [2022-04-12 13:54:00 main:574] : INFO : Epoch 1651 | loss: 0.0312268 | val_loss: 0.0312225 | Time: 2063.39 ms [2022-04-12 13:54:02 main:574] : INFO : Epoch 1652 | loss: 0.0312285 | val_loss: 0.031224 | Time: 2062.19 ms [2022-04-12 13:54:04 main:574] : INFO : Epoch 1653 | loss: 0.0312294 | val_loss: 0.0312243 | Time: 2074.86 ms [2022-04-12 13:54:06 main:574] : INFO : Epoch 1654 | loss: 0.0312267 | val_loss: 0.031226 | Time: 2045.25 ms [2022-04-12 13:54:08 main:574] : INFO : Epoch 1655 | loss: 0.0312282 | val_loss: 0.0312245 | Time: 2056.16 ms [2022-04-12 13:54:10 main:574] : INFO : Epoch 1656 | loss: 0.0312291 | val_loss: 0.0312266 | Time: 2007.34 ms [2022-04-12 13:54:12 main:574] : INFO : Epoch 1657 | loss: 0.031226 | val_loss: 0.0312222 | Time: 2034.06 ms [2022-04-12 13:54:14 main:574] : INFO : Epoch 1658 | loss: 0.0312259 | val_loss: 0.0312238 | Time: 2017.01 ms [2022-04-12 13:54:17 main:574] : INFO : Epoch 1659 | loss: 0.0312262 | val_loss: 0.0312222 | Time: 2047.12 ms [2022-04-12 13:54:19 main:574] : INFO : Epoch 1660 | loss: 0.0312258 | val_loss: 0.0312239 | Time: 2035.55 ms [2022-04-12 13:54:21 main:574] : INFO : Epoch 1661 | loss: 0.031226 | val_loss: 0.0312232 | Time: 2125.75 ms [2022-04-12 13:54:23 main:574] : INFO : Epoch 1662 | loss: 0.0312264 | val_loss: 0.0312223 | Time: 2063.19 ms [2022-04-12 13:54:25 main:574] : INFO : Epoch 1663 | loss: 0.0312259 | val_loss: 0.0312224 | Time: 2062.04 ms [2022-04-12 13:54:27 main:574] : INFO : Epoch 1664 | loss: 0.0312268 | val_loss: 0.0312256 | Time: 2028.36 ms [2022-04-12 13:54:29 main:574] : INFO : Epoch 1665 | loss: 0.0312276 | val_loss: 0.0312237 | Time: 2024.87 ms [2022-04-12 13:54:31 main:574] : INFO : Epoch 1666 | loss: 0.031226 | val_loss: 0.0312219 | Time: 2069.38 ms [2022-04-12 13:54:33 main:574] : INFO : Epoch 1667 | loss: 0.0312256 | val_loss: 0.0312227 | Time: 2062.52 ms [2022-04-12 13:54:36 main:574] : INFO : Epoch 1668 | loss: 0.0312263 | val_loss: 0.0312221 | Time: 2058.15 ms [2022-04-12 13:54:38 main:574] : INFO : Epoch 1669 | loss: 0.0312274 | val_loss: 0.0312245 | Time: 2068.23 ms [2022-04-12 13:54:40 main:574] : INFO : Epoch 1670 | loss: 0.0312278 | val_loss: 0.0312244 | Time: 2068.22 ms [2022-04-12 13:54:42 main:574] : INFO : Epoch 1671 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 2050.67 ms [2022-04-12 13:54:44 main:574] : INFO : Epoch 1672 | loss: 0.031226 | val_loss: 0.0312254 | Time: 2033.73 ms [2022-04-12 13:54:46 main:574] : INFO : Epoch 1673 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 2075.56 ms [2022-04-12 13:54:48 main:574] : INFO : Epoch 1674 | loss: 0.031226 | val_loss: 0.0312218 | Time: 2062.16 ms [2022-04-12 13:54:50 main:574] : INFO : Epoch 1675 | loss: 0.0312265 | val_loss: 0.0312222 | Time: 2061.34 ms [2022-04-12 13:54:52 main:574] : INFO : Epoch 1676 | loss: 0.0312255 | val_loss: 0.0312217 | Time: 2054.26 ms [2022-04-12 13:54:55 main:574] : INFO : Epoch 1677 | loss: 0.0312266 | val_loss: 0.0312218 | Time: 2070.25 ms [2022-04-12 13:54:57 main:574] : INFO : Epoch 1678 | loss: 0.0312262 | val_loss: 0.0312224 | Time: 2068.25 ms [2022-04-12 13:54:59 main:574] : INFO : Epoch 1679 | loss: 0.0312256 | val_loss: 0.0312227 | Time: 2070.56 ms [2022-04-12 13:55:01 main:574] : INFO : Epoch 1680 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 2087.21 ms [2022-04-12 13:55:03 main:574] : INFO : Epoch 1681 | loss: 0.0312257 | val_loss: 0.0312218 | Time: 2101.37 ms [2022-04-12 13:55:05 main:574] : INFO : Epoch 1682 | loss: 0.0312254 | val_loss: 0.0312222 | Time: 2091.02 ms [2022-04-12 13:55:07 main:574] : INFO : Epoch 1683 | loss: 0.0312256 | val_loss: 0.0312222 | Time: 2077.06 ms [2022-04-12 13:55:09 main:574] : INFO : Epoch 1684 | loss: 0.0312258 | val_loss: 0.0312221 | Time: 2037.74 ms [2022-04-12 13:55:11 main:574] : INFO : Epoch 1685 | loss: 0.0312262 | val_loss: 0.0312219 | Time: 2064.61 ms [2022-04-12 13:55:14 main:574] : INFO : Epoch 1686 | loss: 0.0312274 | val_loss: 0.0312219 | Time: 2071.19 ms [2022-04-12 13:55:16 main:574] : INFO : Epoch 1687 | loss: 0.031226 | val_loss: 0.0312226 | Time: 2120.11 ms [2022-04-12 13:55:18 main:574] : INFO : Epoch 1688 | loss: 0.0312263 | val_loss: 0.0312224 | Time: 2082.91 ms [2022-04-12 13:55:20 main:574] : INFO : Epoch 1689 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 2104.27 ms [2022-04-12 13:55:22 main:574] : INFO : Epoch 1690 | loss: 0.0312269 | val_loss: 0.0312238 | Time: 2068.41 ms [2022-04-12 13:55:24 main:574] : INFO : Epoch 1691 | loss: 0.0312273 | val_loss: 0.0312251 | Time: 2075.12 ms [2022-04-12 13:55:27 main:574] : INFO : Epoch 1692 | loss: 0.0312285 | val_loss: 0.031223 | Time: 2118.55 ms [2022-04-12 13:55:29 main:574] : INFO : Epoch 1693 | loss: 0.0312264 | val_loss: 0.0312258 | Time: 2087.74 ms [2022-04-12 13:55:31 main:574] : INFO : Epoch 1694 | loss: 0.0312262 | val_loss: 0.0312226 | Time: 2038.92 ms [2022-04-12 13:55:33 main:574] : INFO : Epoch 1695 | loss: 0.0312261 | val_loss: 0.0312225 | Time: 2103.13 ms [2022-04-12 13:55:35 main:574] : INFO : Epoch 1696 | loss: 0.0312271 | val_loss: 0.0312249 | Time: 2042.41 ms [2022-04-12 13:55:37 main:574] : INFO : Epoch 1697 | loss: 0.0312279 | val_loss: 0.0312249 | Time: 2081.88 ms [2022-04-12 13:55:39 main:574] : INFO : Epoch 1698 | loss: 0.031228 | val_loss: 0.0312259 | Time: 2067.45 ms [2022-04-12 13:55:41 main:574] : INFO : Epoch 1699 | loss: 0.031227 | val_loss: 0.0312225 | Time: 2081.73 ms [2022-04-12 13:55:44 main:574] : INFO : Epoch 1700 | loss: 0.0312274 | val_loss: 0.0312236 | Time: 2014.99 ms [2022-04-12 13:55:46 main:574] : INFO : Epoch 1701 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 2047.77 ms [2022-04-12 13:55:48 main:574] : INFO : Epoch 1702 | loss: 0.031228 | val_loss: 0.0312244 | Time: 2030.48 ms [2022-04-12 13:55:50 main:574] : INFO : Epoch 1703 | loss: 0.0312283 | val_loss: 0.0312237 | Time: 2040.94 ms [2022-04-12 13:55:52 main:574] : INFO : Epoch 1704 | loss: 0.0312292 | val_loss: 0.0312395 | Time: 2078.13 ms [2022-04-12 13:55:54 main:574] : INFO : Epoch 1705 | loss: 0.031237 | val_loss: 0.0312301 | Time: 2081.48 ms [2022-04-12 13:55:56 main:574] : INFO : Epoch 1706 | loss: 0.0322948 | val_loss: 0.0319863 | Time: 2070.99 ms [2022-04-12 13:55:58 main:574] : INFO : Epoch 1707 | loss: 0.0342261 | val_loss: 0.0316654 | Time: 2091.52 ms [2022-04-12 13:56:01 main:574] : INFO : Epoch 1708 | loss: 0.0316725 | val_loss: 0.0313374 | Time: 2108.83 ms [2022-04-12 13:56:03 main:574] : INFO : Epoch 1709 | loss: 0.0313195 | val_loss: 0.0312706 | Time: 2056.56 ms [2022-04-12 13:56:05 main:574] : INFO : Epoch 1710 | loss: 0.0312611 | val_loss: 0.0312513 | Time: 2069.94 ms [2022-04-12 13:56:07 main:574] : INFO : Epoch 1711 | loss: 0.0312493 | val_loss: 0.0312448 | Time: 2073.39 ms [2022-04-12 13:56:09 main:574] : INFO : Epoch 1712 | loss: 0.0312438 | val_loss: 0.0312403 | Time: 2095.34 ms [2022-04-12 13:56:11 main:574] : INFO : Epoch 1713 | loss: 0.0312402 | val_loss: 0.0312365 | Time: 2088.99 ms [2022-04-12 13:56:13 main:574] : INFO : Epoch 1714 | loss: 0.0312364 | val_loss: 0.0312332 | Time: 2014.07 ms [2022-04-12 13:56:15 main:574] : INFO : Epoch 1715 | loss: 0.031233 | val_loss: 0.0312284 | Time: 2039.93 ms [2022-04-12 13:56:17 main:574] : INFO : Epoch 1716 | loss: 0.0312302 | val_loss: 0.0312259 | Time: 2080.72 ms [2022-04-12 13:56:19 main:574] : INFO : Epoch 1717 | loss: 0.0312286 | val_loss: 0.0312251 | Time: 2093.87 ms [2022-04-12 13:56:22 main:574] : INFO : Epoch 1718 | loss: 0.0312273 | val_loss: 0.0312237 | Time: 2025.31 ms [2022-04-12 13:56:24 main:574] : INFO : Epoch 1719 | loss: 0.0312273 | val_loss: 0.0312236 | Time: 2030.17 ms [2022-04-12 13:56:26 main:574] : INFO : Epoch 1720 | loss: 0.031227 | val_loss: 0.0312243 | Time: 2073.22 ms [2022-04-12 13:56:28 main:574] : INFO : Epoch 1721 | loss: 0.031227 | val_loss: 0.031223 | Time: 2061.53 ms [2022-04-12 13:56:30 main:574] : INFO : Epoch 1722 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 2097.69 ms [2022-04-12 13:56:32 main:574] : INFO : Epoch 1723 | loss: 0.0312288 | val_loss: 0.0312229 | Time: 2022.6 ms [2022-04-12 13:56:34 main:574] : INFO : Epoch 1724 | loss: 0.0312265 | val_loss: 0.0312246 | Time: 2039.05 ms [2022-04-12 13:56:36 main:574] : INFO : Epoch 1725 | loss: 0.0312268 | val_loss: 0.031223 | Time: 2015.16 ms [2022-04-12 13:56:38 main:574] : INFO : Epoch 1726 | loss: 0.0312262 | val_loss: 0.031223 | Time: 2073.41 ms [2022-04-12 13:56:40 main:574] : INFO : Epoch 1727 | loss: 0.0312263 | val_loss: 0.0312249 | Time: 2073.67 ms [2022-04-12 13:56:43 main:574] : INFO : Epoch 1728 | loss: 0.0312272 | val_loss: 0.0312228 | Time: 2057.76 ms [2022-04-12 13:56:45 main:574] : INFO : Epoch 1729 | loss: 0.0312271 | val_loss: 0.0312231 | Time: 2037.16 ms [2022-04-12 13:56:47 main:574] : INFO : Epoch 1730 | loss: 0.0312267 | val_loss: 0.0312241 | Time: 2038.77 ms [2022-04-12 13:56:49 main:574] : INFO : Epoch 1731 | loss: 0.0312272 | val_loss: 0.031223 | Time: 2062.44 ms [2022-04-12 13:56:51 main:574] : INFO : Epoch 1732 | loss: 0.0312264 | val_loss: 0.0312224 | Time: 2059.32 ms [2022-04-12 13:56:53 main:574] : INFO : Epoch 1733 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 2063.1 ms [2022-04-12 13:56:55 main:574] : INFO : Epoch 1734 | loss: 0.0312258 | val_loss: 0.0312222 | Time: 2034.56 ms [2022-04-12 13:56:57 main:574] : INFO : Epoch 1735 | loss: 0.0312266 | val_loss: 0.0312231 | Time: 2023.11 ms [2022-04-12 13:56:59 main:574] : INFO : Epoch 1736 | loss: 0.031226 | val_loss: 0.0312226 | Time: 2086.55 ms [2022-04-12 13:57:02 main:574] : INFO : Epoch 1737 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 2094.07 ms [2022-04-12 13:57:04 main:574] : INFO : Epoch 1738 | loss: 0.0312264 | val_loss: 0.0312229 | Time: 2061.01 ms [2022-04-12 13:57:06 main:574] : INFO : Epoch 1739 | loss: 0.0312258 | val_loss: 0.0312247 | Time: 2058.73 ms [2022-04-12 13:57:08 main:574] : INFO : Epoch 1740 | loss: 0.031226 | val_loss: 0.0312229 | Time: 2078.32 ms [2022-04-12 13:57:10 main:574] : INFO : Epoch 1741 | loss: 0.0312259 | val_loss: 0.0312223 | Time: 2073.53 ms [2022-04-12 13:57:12 main:574] : INFO : Epoch 1742 | loss: 0.0312262 | val_loss: 0.0312232 | Time: 2098.57 ms [2022-04-12 13:57:14 main:574] : INFO : Epoch 1743 | loss: 0.031226 | val_loss: 0.0312223 | Time: 2028.29 ms [2022-04-12 13:57:16 main:574] : INFO : Epoch 1744 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 2090.78 ms [2022-04-12 13:57:19 main:574] : INFO : Epoch 1745 | loss: 0.0312257 | val_loss: 0.0312226 | Time: 2009.91 ms [2022-04-12 13:57:21 main:574] : INFO : Epoch 1746 | loss: 0.0312257 | val_loss: 0.0312227 | Time: 2131.13 ms [2022-04-12 13:57:23 main:574] : INFO : Epoch 1747 | loss: 0.031226 | val_loss: 0.0312225 | Time: 2030.94 ms [2022-04-12 13:57:25 main:574] : INFO : Epoch 1748 | loss: 0.0312257 | val_loss: 0.031223 | Time: 2077.67 ms [2022-04-12 13:57:27 main:574] : INFO : Epoch 1749 | loss: 0.0312259 | val_loss: 0.0312222 | Time: 2040.89 ms [2022-04-12 13:57:29 main:574] : INFO : Epoch 1750 | loss: 0.0312258 | val_loss: 0.031223 | Time: 2063.32 ms [2022-04-12 13:57:32 main:574] : INFO : Epoch 1751 | loss: 0.0312262 | val_loss: 0.0312225 | Time: 2061.23 ms [2022-04-12 13:57:34 main:574] : INFO : Epoch 1752 | loss: 0.0312256 | val_loss: 0.0312222 | Time: 2078.86 ms [2022-04-12 13:57:36 main:574] : INFO : Epoch 1753 | loss: 0.0312256 | val_loss: 0.0312227 | Time: 2096.14 ms [2022-04-12 13:57:38 main:574] : INFO : Epoch 1754 | loss: 0.0312266 | val_loss: 0.0312223 | Time: 2054.55 ms [2022-04-12 13:57:40 main:574] : INFO : Epoch 1755 | loss: 0.0312255 | val_loss: 0.0312224 | Time: 2083.7 ms [2022-04-12 13:57:42 main:574] : INFO : Epoch 1756 | loss: 0.0312262 | val_loss: 0.0312222 | Time: 2077.44 ms [2022-04-12 13:57:44 main:574] : INFO : Epoch 1757 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 2060.75 ms [2022-04-12 13:57:46 main:574] : INFO : Epoch 1758 | loss: 0.031226 | val_loss: 0.0312231 | Time: 2058.62 ms [2022-04-12 13:57:49 main:574] : INFO : Epoch 1759 | loss: 0.0312259 | val_loss: 0.0312236 | Time: 2100.84 ms [2022-04-12 13:57:51 main:574] : INFO : Epoch 1760 | loss: 0.0312257 | val_loss: 0.0312226 | Time: 2063.22 ms [2022-04-12 13:57:53 main:574] : INFO : Epoch 1761 | loss: 0.031226 | val_loss: 0.0312224 | Time: 2095.48 ms [2022-04-12 13:57:55 main:574] : INFO : Epoch 1762 | loss: 0.0312256 | val_loss: 0.0312221 | Time: 2062.48 ms [2022-04-12 13:57:57 main:574] : INFO : Epoch 1763 | loss: 0.0312259 | val_loss: 0.0312222 | Time: 2061.69 ms [2022-04-12 13:57:59 main:574] : INFO : Epoch 1764 | loss: 0.0312254 | val_loss: 0.0312226 | Time: 2061.33 ms [2022-04-12 13:58:01 main:574] : INFO : Epoch 1765 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 2060.85 ms [2022-04-12 13:58:03 main:574] : INFO : Epoch 1766 | loss: 0.0312255 | val_loss: 0.0312235 | Time: 2054.43 ms [2022-04-12 13:58:05 main:574] : INFO : Epoch 1767 | loss: 0.0312256 | val_loss: 0.031222 | Time: 2041.58 ms [2022-04-12 13:58:08 main:574] : INFO : Epoch 1768 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 2047.32 ms [2022-04-12 13:58:10 main:574] : INFO : Epoch 1769 | loss: 0.0312261 | val_loss: 0.0312221 | Time: 2067.46 ms [2022-04-12 13:58:12 main:574] : INFO : Epoch 1770 | loss: 0.0312259 | val_loss: 0.0312239 | Time: 2075.45 ms [2022-04-12 13:58:14 main:574] : INFO : Epoch 1771 | loss: 0.0312268 | val_loss: 0.0312228 | Time: 2027.71 ms [2022-04-12 13:58:16 main:574] : INFO : Epoch 1772 | loss: 0.0312268 | val_loss: 0.0312254 | Time: 2007.28 ms [2022-04-12 13:58:18 main:574] : INFO : Epoch 1773 | loss: 0.0312262 | val_loss: 0.0312243 | Time: 2073.91 ms [2022-04-12 13:58:20 main:574] : INFO : Epoch 1774 | loss: 0.0312258 | val_loss: 0.0312223 | Time: 2045.05 ms [2022-04-12 13:58:22 main:574] : INFO : Epoch 1775 | loss: 0.0312254 | val_loss: 0.0312231 | Time: 2087.53 ms [2022-04-12 13:58:25 main:574] : INFO : Epoch 1776 | loss: 0.031226 | val_loss: 0.0312221 | Time: 2055.84 ms [2022-04-12 13:58:27 main:574] : INFO : Epoch 1777 | loss: 0.0312253 | val_loss: 0.031223 | Time: 2097.83 ms [2022-04-12 13:58:29 main:574] : INFO : Epoch 1778 | loss: 0.0312259 | val_loss: 0.0312221 | Time: 2059.38 ms [2022-04-12 13:58:31 main:574] : INFO : Epoch 1779 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 2073.12 ms [2022-04-12 13:58:33 main:574] : INFO : Epoch 1780 | loss: 0.0312256 | val_loss: 0.0312221 | Time: 2045.82 ms [2022-04-12 13:58:35 main:574] : INFO : Epoch 1781 | loss: 0.0312255 | val_loss: 0.0312246 | Time: 2046.73 ms [2022-04-12 13:58:37 main:574] : INFO : Epoch 1782 | loss: 0.0312266 | val_loss: 0.0312225 | Time: 2048.8 ms [2022-04-12 13:58:39 main:574] : INFO : Epoch 1783 | loss: 0.0312254 | val_loss: 0.0312234 | Time: 2093.01 ms [2022-04-12 13:58:42 main:574] : INFO : Epoch 1784 | loss: 0.031226 | val_loss: 0.0312227 | Time: 2096.52 ms [2022-04-12 13:58:44 main:574] : INFO : Epoch 1785 | loss: 0.0312255 | val_loss: 0.0312225 | Time: 2055.28 ms [2022-04-12 13:58:46 main:574] : INFO : Epoch 1786 | loss: 0.0312254 | val_loss: 0.0312219 | Time: 2089.46 ms [2022-04-12 13:58:48 main:574] : INFO : Epoch 1787 | loss: 0.0312251 | val_loss: 0.0312221 | Time: 2109.02 ms [2022-04-12 13:58:50 main:574] : INFO : Epoch 1788 | loss: 0.0312259 | val_loss: 0.0312229 | Time: 2101.58 ms [2022-04-12 13:58:52 main:574] : INFO : Epoch 1789 | loss: 0.0312257 | val_loss: 0.0312222 | Time: 2049.86 ms [2022-04-12 13:58:54 main:574] : INFO : Epoch 1790 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 2028.42 ms [2022-04-12 13:58:56 main:574] : INFO : Epoch 1791 | loss: 0.0312257 | val_loss: 0.0312238 | Time: 2094.63 ms [2022-04-12 13:58:59 main:574] : INFO : Epoch 1792 | loss: 0.0312262 | val_loss: 0.0312225 | Time: 2055.95 ms [2022-04-12 13:59:01 main:574] : INFO : Epoch 1793 | loss: 0.0312254 | val_loss: 0.0312236 | Time: 2064.4 ms [2022-04-12 13:59:03 main:574] : INFO : Epoch 1794 | loss: 0.0312272 | val_loss: 0.0312241 | Time: 2051.88 ms [2022-04-12 13:59:05 main:574] : INFO : Epoch 1795 | loss: 0.0312266 | val_loss: 0.0312224 | Time: 2067.64 ms [2022-04-12 13:59:07 main:574] : INFO : Epoch 1796 | loss: 0.0312261 | val_loss: 0.0312218 | Time: 2090.57 ms [2022-04-12 13:59:09 main:574] : INFO : Epoch 1797 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 2034.76 ms [2022-04-12 13:59:11 main:574] : INFO : Epoch 1798 | loss: 0.0312266 | val_loss: 0.0312242 | Time: 2026.46 ms [2022-04-12 13:59:13 main:574] : INFO : Epoch 1799 | loss: 0.0312269 | val_loss: 0.0312226 | Time: 2087.93 ms [2022-04-12 13:59:15 main:574] : INFO : Epoch 1800 | loss: 0.0312261 | val_loss: 0.0312223 | Time: 2060.41 ms [2022-04-12 13:59:18 main:574] : INFO : Epoch 1801 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 2071.43 ms [2022-04-12 13:59:20 main:574] : INFO : Epoch 1802 | loss: 0.0312256 | val_loss: 0.0312248 | Time: 2053.15 ms [2022-04-12 13:59:22 main:574] : INFO : Epoch 1803 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 2060.49 ms [2022-04-12 13:59:24 main:574] : INFO : Epoch 1804 | loss: 0.0312263 | val_loss: 0.0312221 | Time: 2063.27 ms [2022-04-12 13:59:26 main:574] : INFO : Epoch 1805 | loss: 0.0312259 | val_loss: 0.0312238 | Time: 2060.36 ms [2022-04-12 13:59:28 main:574] : INFO : Epoch 1806 | loss: 0.0312258 | val_loss: 0.0312234 | Time: 2071.83 ms [2022-04-12 13:59:30 main:574] : INFO : Epoch 1807 | loss: 0.0312255 | val_loss: 0.0312224 | Time: 2065.33 ms [2022-04-12 13:59:32 main:574] : INFO : Epoch 1808 | loss: 0.0312266 | val_loss: 0.0312246 | Time: 2073.29 ms [2022-04-12 13:59:34 main:574] : INFO : Epoch 1809 | loss: 0.0312259 | val_loss: 0.0312233 | Time: 2079.71 ms [2022-04-12 13:59:37 main:574] : INFO : Epoch 1810 | loss: 0.031226 | val_loss: 0.0312229 | Time: 2084.57 ms [2022-04-12 13:59:39 main:574] : INFO : Epoch 1811 | loss: 0.0312256 | val_loss: 0.031222 | Time: 2100.88 ms [2022-04-12 13:59:41 main:574] : INFO : Epoch 1812 | loss: 0.0312253 | val_loss: 0.0312219 | Time: 2065.62 ms [2022-04-12 13:59:43 main:574] : INFO : Epoch 1813 | loss: 0.0312254 | val_loss: 0.0312225 | Time: 2091.67 ms [2022-04-12 13:59:45 main:574] : INFO : Epoch 1814 | loss: 0.0312257 | val_loss: 0.0312222 | Time: 2088.64 ms [2022-04-12 13:59:47 main:574] : INFO : Epoch 1815 | loss: 0.0312259 | val_loss: 0.0312227 | Time: 2059.73 ms [2022-04-12 13:59:49 main:574] : INFO : Epoch 1816 | loss: 0.031226 | val_loss: 0.0312232 | Time: 2087.63 ms [2022-04-12 13:59:51 main:574] : INFO : Epoch 1817 | loss: 0.031227 | val_loss: 0.0312238 | Time: 2075.24 ms [2022-04-12 13:59:54 main:574] : INFO : Epoch 1818 | loss: 0.0312258 | val_loss: 0.0312225 | Time: 2053.72 ms [2022-04-12 13:59:56 main:574] : INFO : Epoch 1819 | loss: 0.0312259 | val_loss: 0.0312226 | Time: 2047.66 ms [2022-04-12 13:59:58 main:574] : INFO : Epoch 1820 | loss: 0.0312265 | val_loss: 0.031223 | Time: 2079.04 ms [2022-04-12 14:00:00 main:574] : INFO : Epoch 1821 | loss: 0.0312257 | val_loss: 0.0312219 | Time: 2054.62 ms [2022-04-12 14:00:02 main:574] : INFO : Epoch 1822 | loss: 0.0312255 | val_loss: 0.0312222 | Time: 2085.08 ms [2022-04-12 14:00:04 main:574] : INFO : Epoch 1823 | loss: 0.0312257 | val_loss: 0.0312225 | Time: 2101.66 ms [2022-04-12 14:00:06 main:574] : INFO : Epoch 1824 | loss: 0.0312251 | val_loss: 0.0312233 | Time: 2067.41 ms [2022-04-12 14:00:08 main:574] : INFO : Epoch 1825 | loss: 0.0312261 | val_loss: 0.0312229 | Time: 2065.94 ms [2022-04-12 14:00:11 main:574] : INFO : Epoch 1826 | loss: 0.0312253 | val_loss: 0.0312218 | Time: 2088.08 ms [2022-04-12 14:00:13 main:574] : INFO : Epoch 1827 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 2045.92 ms [2022-04-12 14:00:15 main:574] : INFO : Epoch 1828 | loss: 0.031226 | val_loss: 0.0312227 | Time: 2010.73 ms [2022-04-12 14:00:17 main:574] : INFO : Epoch 1829 | loss: 0.0312256 | val_loss: 0.031222 | Time: 2013.31 ms [2022-04-12 14:00:19 main:574] : INFO : Epoch 1830 | loss: 0.0312256 | val_loss: 0.0312221 | Time: 2036.39 ms [2022-04-12 14:00:21 main:574] : INFO : Epoch 1831 | loss: 0.0312264 | val_loss: 0.0312228 | Time: 2019.2 ms [2022-04-12 14:00:23 main:574] : INFO : Epoch 1832 | loss: 0.0312253 | val_loss: 0.0312226 | Time: 2000.07 ms [2022-04-12 14:00:25 main:574] : INFO : Epoch 1833 | loss: 0.0312257 | val_loss: 0.031222 | Time: 2050.08 ms [2022-04-12 14:00:27 main:574] : INFO : Epoch 1834 | loss: 0.0312258 | val_loss: 0.031222 | Time: 2042.77 ms [2022-04-12 14:00:29 main:574] : INFO : Epoch 1835 | loss: 0.0312258 | val_loss: 0.031222 | Time: 2065.79 ms [2022-04-12 14:00:31 main:574] : INFO : Epoch 1836 | loss: 0.0312254 | val_loss: 0.0312223 | Time: 2016.21 ms [2022-04-12 14:00:33 main:574] : INFO : Epoch 1837 | loss: 0.0312257 | val_loss: 0.0312223 | Time: 1961.41 ms [2022-04-12 14:00:36 main:574] : INFO : Epoch 1838 | loss: 0.031226 | val_loss: 0.0312229 | Time: 2028.86 ms [2022-04-12 14:00:38 main:574] : INFO : Epoch 1839 | loss: 0.0312253 | val_loss: 0.0312218 | Time: 2045.98 ms [2022-04-12 14:00:40 main:574] : INFO : Epoch 1840 | loss: 0.0312259 | val_loss: 0.031222 | Time: 2091.05 ms [2022-04-12 14:00:42 main:574] : INFO : Epoch 1841 | loss: 0.0312252 | val_loss: 0.0312219 | Time: 2086.05 ms [2022-04-12 14:00:44 main:574] : INFO : Epoch 1842 | loss: 0.0312259 | val_loss: 0.0312224 | Time: 2063.69 ms [2022-04-12 14:00:46 main:574] : INFO : Epoch 1843 | loss: 0.0312258 | val_loss: 0.0312219 | Time: 2098.44 ms [2022-04-12 14:00:48 main:574] : INFO : Epoch 1844 | loss: 0.0312252 | val_loss: 0.0312225 | Time: 2027.34 ms [2022-04-12 14:00:50 main:574] : INFO : Epoch 1845 | loss: 0.0312256 | val_loss: 0.0312257 | Time: 2050.68 ms [2022-04-12 14:00:52 main:574] : INFO : Epoch 1846 | loss: 0.0312261 | val_loss: 0.0312227 | Time: 2024.91 ms [2022-04-12 14:00:55 main:574] : INFO : Epoch 1847 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 2060.09 ms [2022-04-12 14:00:57 main:574] : INFO : Epoch 1848 | loss: 0.0312263 | val_loss: 0.031223 | Time: 2072.74 ms [2022-04-12 14:00:59 main:574] : INFO : Epoch 1849 | loss: 0.031226 | val_loss: 0.0312231 | Time: 2078.55 ms [2022-04-12 14:01:01 main:574] : INFO : Epoch 1850 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 2109.97 ms [2022-04-12 14:01:03 main:574] : INFO : Epoch 1851 | loss: 0.0312271 | val_loss: 0.0312243 | Time: 2065.18 ms [2022-04-12 14:01:06 main:574] : INFO : Epoch 1852 | loss: 0.0312261 | val_loss: 0.0312223 | Time: 2071.84 ms [2022-04-12 14:01:08 main:574] : INFO : Epoch 1853 | loss: 0.0312257 | val_loss: 0.031223 | Time: 2054.54 ms [2022-04-12 14:01:10 main:574] : INFO : Epoch 1854 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 2071.26 ms [2022-04-12 14:01:12 main:574] : INFO : Epoch 1855 | loss: 0.0312262 | val_loss: 0.0312227 | Time: 2091.53 ms [2022-04-12 14:01:14 main:574] : INFO : Epoch 1856 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 2063.68 ms [2022-04-12 14:01:16 main:574] : INFO : Epoch 1857 | loss: 0.0312255 | val_loss: 0.0312223 | Time: 2090.85 ms [2022-04-12 14:01:18 main:574] : INFO : Epoch 1858 | loss: 0.0312257 | val_loss: 0.0312222 | Time: 2085.07 ms [2022-04-12 14:01:20 main:574] : INFO : Epoch 1859 | loss: 0.0312256 | val_loss: 0.0312231 | Time: 2095.46 ms [2022-04-12 14:01:23 main:574] : INFO : Epoch 1860 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 2115.3 ms [2022-04-12 14:01:25 main:574] : INFO : Epoch 1861 | loss: 0.0312259 | val_loss: 0.0312236 | Time: 2061.16 ms [2022-04-12 14:01:27 main:574] : INFO : Epoch 1862 | loss: 0.0312262 | val_loss: 0.0312224 | Time: 2106.51 ms [2022-04-12 14:01:29 main:574] : INFO : Epoch 1863 | loss: 0.0312261 | val_loss: 0.0312229 | Time: 2122.21 ms [2022-04-12 14:01:31 main:574] : INFO : Epoch 1864 | loss: 0.0312265 | val_loss: 0.0312221 | Time: 2073.25 ms [2022-04-12 14:01:33 main:574] : INFO : Epoch 1865 | loss: 0.0312258 | val_loss: 0.031223 | Time: 2104.43 ms [2022-04-12 14:01:35 main:574] : INFO : Epoch 1866 | loss: 0.0312265 | val_loss: 0.0312221 | Time: 2085.52 ms [2022-04-12 14:01:38 main:574] : INFO : Epoch 1867 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 2122.94 ms [2022-04-12 14:01:40 main:574] : INFO : Epoch 1868 | loss: 0.0312255 | val_loss: 0.0312239 | Time: 2109.58 ms [2022-04-12 14:01:42 main:574] : INFO : Epoch 1869 | loss: 0.0312253 | val_loss: 0.031222 | Time: 2081.62 ms [2022-04-12 14:01:44 main:574] : INFO : Epoch 1870 | loss: 0.0312258 | val_loss: 0.0312219 | Time: 2108.32 ms [2022-04-12 14:01:46 main:574] : INFO : Epoch 1871 | loss: 0.0312258 | val_loss: 0.0312248 | Time: 2089.33 ms [2022-04-12 14:01:48 main:574] : INFO : Epoch 1872 | loss: 0.0312259 | val_loss: 0.0312228 | Time: 2078.87 ms [2022-04-12 14:01:50 main:574] : INFO : Epoch 1873 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 2099.33 ms [2022-04-12 14:01:53 main:574] : INFO : Epoch 1874 | loss: 0.0312255 | val_loss: 0.0312221 | Time: 2041.79 ms [2022-04-12 14:01:55 main:574] : INFO : Epoch 1875 | loss: 0.0312252 | val_loss: 0.031222 | Time: 2095.18 ms [2022-04-12 14:01:57 main:574] : INFO : Epoch 1876 | loss: 0.0312252 | val_loss: 0.0312224 | Time: 2113.14 ms [2022-04-12 14:01:59 main:574] : INFO : Epoch 1877 | loss: 0.0312257 | val_loss: 0.031222 | Time: 2146.25 ms [2022-04-12 14:02:01 main:574] : INFO : Epoch 1878 | loss: 0.0312254 | val_loss: 0.0312218 | Time: 2123.48 ms [2022-04-12 14:02:04 main:574] : INFO : Epoch 1879 | loss: 0.0312256 | val_loss: 0.031222 | Time: 2111.38 ms [2022-04-12 14:02:06 main:574] : INFO : Epoch 1880 | loss: 0.0312266 | val_loss: 0.0312228 | Time: 2127.92 ms [2022-04-12 14:02:08 main:574] : INFO : Epoch 1881 | loss: 0.0312254 | val_loss: 0.0312225 | Time: 2130.71 ms [2022-04-12 14:02:10 main:574] : INFO : Epoch 1882 | loss: 0.0312253 | val_loss: 0.0312218 | Time: 2110.39 ms [2022-04-12 14:02:12 main:574] : INFO : Epoch 1883 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 2133.56 ms [2022-04-12 14:02:15 main:574] : INFO : Epoch 1884 | loss: 0.0312251 | val_loss: 0.0312219 | Time: 2094.59 ms [2022-04-12 14:02:17 main:574] : INFO : Epoch 1885 | loss: 0.0312254 | val_loss: 0.0312219 | Time: 2075.72 ms [2022-04-12 14:02:19 main:574] : INFO : Epoch 1886 | loss: 0.0312255 | val_loss: 0.0312227 | Time: 2079.99 ms [2022-04-12 14:02:21 main:574] : INFO : Epoch 1887 | loss: 0.0312261 | val_loss: 0.0312225 | Time: 2069.87 ms [2022-04-12 14:02:23 main:574] : INFO : Epoch 1888 | loss: 0.0312255 | val_loss: 0.031222 | Time: 2078.68 ms [2022-04-12 14:02:25 main:574] : INFO : Epoch 1889 | loss: 0.0312263 | val_loss: 0.0312237 | Time: 2080.49 ms [2022-04-12 14:02:27 main:574] : INFO : Epoch 1890 | loss: 0.0312256 | val_loss: 0.0312225 | Time: 2112.43 ms [2022-04-12 14:02:30 main:574] : INFO : Epoch 1891 | loss: 0.0312267 | val_loss: 0.0312234 | Time: 2095.52 ms [2022-04-12 14:02:32 main:574] : INFO : Epoch 1892 | loss: 0.0312261 | val_loss: 0.0312222 | Time: 2086.06 ms [2022-04-12 14:02:34 main:574] : INFO : Epoch 1893 | loss: 0.0312273 | val_loss: 0.0312313 | Time: 2113.75 ms [2022-04-12 14:02:36 main:574] : INFO : Epoch 1894 | loss: 0.0312285 | val_loss: 0.0312261 | Time: 2114.54 ms [2022-04-12 14:02:38 main:574] : INFO : Epoch 1895 | loss: 0.0312261 | val_loss: 0.0312221 | Time: 2115.8 ms [2022-04-12 14:02:40 main:574] : INFO : Epoch 1896 | loss: 0.0312252 | val_loss: 0.0312227 | Time: 2056.12 ms [2022-04-12 14:02:43 main:574] : INFO : Epoch 1897 | loss: 0.0312252 | val_loss: 0.0312218 | Time: 2100.27 ms [2022-04-12 14:02:45 main:574] : INFO : Epoch 1898 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 2104.29 ms [2022-04-12 14:02:47 main:574] : INFO : Epoch 1899 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 2049.95 ms [2022-04-12 14:02:49 main:574] : INFO : Epoch 1900 | loss: 0.0312261 | val_loss: 0.0312222 | Time: 2065.77 ms [2022-04-12 14:02:51 main:574] : INFO : Epoch 1901 | loss: 0.0312261 | val_loss: 0.0312232 | Time: 2065.55 ms [2022-04-12 14:02:53 main:574] : INFO : Epoch 1902 | loss: 0.0312261 | val_loss: 0.031223 | Time: 2110.9 ms [2022-04-12 14:02:55 main:574] : INFO : Epoch 1903 | loss: 0.0312264 | val_loss: 0.0312226 | Time: 2071.51 ms [2022-04-12 14:02:58 main:574] : INFO : Epoch 1904 | loss: 0.031226 | val_loss: 0.0312221 | Time: 2118.37 ms [2022-04-12 14:03:00 main:574] : INFO : Epoch 1905 | loss: 0.0312255 | val_loss: 0.0312218 | Time: 2088.98 ms [2022-04-12 14:03:02 main:574] : INFO : Epoch 1906 | loss: 0.0312262 | val_loss: 0.0312242 | Time: 2072.49 ms [2022-04-12 14:03:04 main:574] : INFO : Epoch 1907 | loss: 0.0312266 | val_loss: 0.031224 | Time: 2108.77 ms [2022-04-12 14:03:06 main:574] : INFO : Epoch 1908 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 2076.18 ms [2022-04-12 14:03:08 main:574] : INFO : Epoch 1909 | loss: 0.0312267 | val_loss: 0.031223 | Time: 2082.11 ms [2022-04-12 14:03:11 main:574] : INFO : Epoch 1910 | loss: 0.0312257 | val_loss: 0.0312224 | Time: 2058.16 ms [2022-04-12 14:03:13 main:574] : INFO : Epoch 1911 | loss: 0.0312268 | val_loss: 0.0312231 | Time: 2065.13 ms [2022-04-12 14:03:15 main:574] : INFO : Epoch 1912 | loss: 0.0312263 | val_loss: 0.0312227 | Time: 2069.66 ms [2022-04-12 14:03:17 main:574] : INFO : Epoch 1913 | loss: 0.0312267 | val_loss: 0.0312227 | Time: 2090.31 ms [2022-04-12 14:03:19 main:574] : INFO : Epoch 1914 | loss: 0.0312274 | val_loss: 0.031223 | Time: 2079.18 ms [2022-04-12 14:03:21 main:574] : INFO : Epoch 1915 | loss: 0.0312262 | val_loss: 0.0312241 | Time: 2072.71 ms [2022-04-12 14:03:23 main:574] : INFO : Epoch 1916 | loss: 0.0312267 | val_loss: 0.0312224 | Time: 2049.05 ms [2022-04-12 14:03:25 main:574] : INFO : Epoch 1917 | loss: 0.0312255 | val_loss: 0.0312227 | Time: 2058.37 ms [2022-04-12 14:03:27 main:574] : INFO : Epoch 1918 | loss: 0.0312259 | val_loss: 0.0312232 | Time: 2069.59 ms [2022-04-12 14:03:30 main:574] : INFO : Epoch 1919 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 2079.49 ms [2022-04-12 14:03:32 main:574] : INFO : Epoch 1920 | loss: 0.031225 | val_loss: 0.0312232 | Time: 2073.48 ms [2022-04-12 14:03:34 main:574] : INFO : Epoch 1921 | loss: 0.0312259 | val_loss: 0.031222 | Time: 2088.65 ms [2022-04-12 14:03:36 main:574] : INFO : Epoch 1922 | loss: 0.0312254 | val_loss: 0.0312246 | Time: 2079.99 ms [2022-04-12 14:03:38 main:574] : INFO : Epoch 1923 | loss: 0.0312254 | val_loss: 0.0312235 | Time: 2109.19 ms [2022-04-12 14:03:40 main:574] : INFO : Epoch 1924 | loss: 0.0312254 | val_loss: 0.0312242 | Time: 2053.79 ms [2022-04-12 14:03:42 main:574] : INFO : Epoch 1925 | loss: 0.0312264 | val_loss: 0.0312225 | Time: 2081.62 ms [2022-04-12 14:03:44 main:574] : INFO : Epoch 1926 | loss: 0.0312255 | val_loss: 0.0312246 | Time: 2094.35 ms [2022-04-12 14:03:47 main:574] : INFO : Epoch 1927 | loss: 0.0312258 | val_loss: 0.031222 | Time: 2078.24 ms [2022-04-12 14:03:49 main:574] : INFO : Epoch 1928 | loss: 0.0312256 | val_loss: 0.0312222 | Time: 2080.51 ms [2022-04-12 14:03:51 main:574] : INFO : Epoch 1929 | loss: 0.0312258 | val_loss: 0.0312229 | Time: 2058.48 ms [2022-04-12 14:03:53 main:574] : INFO : Epoch 1930 | loss: 0.0312252 | val_loss: 0.0312228 | Time: 2049.63 ms [2022-04-12 14:03:55 main:574] : INFO : Epoch 1931 | loss: 0.0312265 | val_loss: 0.0312221 | Time: 2066.58 ms [2022-04-12 14:03:57 main:574] : INFO : Epoch 1932 | loss: 0.0312276 | val_loss: 0.0312221 | Time: 2083.15 ms [2022-04-12 14:03:59 main:574] : INFO : Epoch 1933 | loss: 0.031226 | val_loss: 0.0312248 | Time: 2065.91 ms [2022-04-12 14:04:01 main:574] : INFO : Epoch 1934 | loss: 0.0312258 | val_loss: 0.031223 | Time: 2071.88 ms [2022-04-12 14:04:03 main:574] : INFO : Epoch 1935 | loss: 0.0312255 | val_loss: 0.0312238 | Time: 2084.42 ms [2022-04-12 14:04:06 main:574] : INFO : Epoch 1936 | loss: 0.0312292 | val_loss: 0.0312298 | Time: 2072.13 ms [2022-04-12 14:04:08 main:574] : INFO : Epoch 1937 | loss: 0.0312277 | val_loss: 0.031222 | Time: 2070.74 ms [2022-04-12 14:04:10 main:574] : INFO : Epoch 1938 | loss: 0.0312264 | val_loss: 0.0312252 | Time: 2051.65 ms [2022-04-12 14:04:12 main:574] : INFO : Epoch 1939 | loss: 0.0312267 | val_loss: 0.0312231 | Time: 2062.47 ms [2022-04-12 14:04:14 main:574] : INFO : Epoch 1940 | loss: 0.0312266 | val_loss: 0.0312217 | Time: 2086.03 ms [2022-04-12 14:04:16 main:574] : INFO : Epoch 1941 | loss: 0.0312281 | val_loss: 0.0312226 | Time: 2082.07 ms [2022-04-12 14:04:18 main:574] : INFO : Epoch 1942 | loss: 0.0312283 | val_loss: 0.0312227 | Time: 2067.07 ms [2022-04-12 14:04:20 main:574] : INFO : Epoch 1943 | loss: 0.0312266 | val_loss: 0.031222 | Time: 2056.42 ms [2022-04-12 14:04:23 main:574] : INFO : Epoch 1944 | loss: 0.0312255 | val_loss: 0.031223 | Time: 2048.83 ms [2022-04-12 14:04:25 main:574] : INFO : Epoch 1945 | loss: 0.0312258 | val_loss: 0.0312235 | Time: 2076.65 ms [2022-04-12 14:04:27 main:574] : INFO : Epoch 1946 | loss: 0.0312274 | val_loss: 0.0312239 | Time: 2061.78 ms [2022-04-12 14:04:29 main:574] : INFO : Epoch 1947 | loss: 0.0312271 | val_loss: 0.031224 | Time: 2100.09 ms [2022-04-12 14:04:31 main:574] : INFO : Epoch 1948 | loss: 0.0312259 | val_loss: 0.0312236 | Time: 2064.32 ms [2022-04-12 14:04:33 main:574] : INFO : Epoch 1949 | loss: 0.0312258 | val_loss: 0.0312219 | Time: 2043.79 ms [2022-04-12 14:04:35 main:574] : INFO : Epoch 1950 | loss: 0.0312255 | val_loss: 0.0312234 | Time: 2044.14 ms [2022-04-12 14:04:37 main:574] : INFO : Epoch 1951 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 2032.02 ms [2022-04-12 14:04:39 main:574] : INFO : Epoch 1952 | loss: 0.0312254 | val_loss: 0.0312231 | Time: 2036.27 ms [2022-04-12 14:04:41 main:574] : INFO : Epoch 1953 | loss: 0.0312257 | val_loss: 0.0312233 | Time: 2060.81 ms [2022-04-12 14:04:44 main:574] : INFO : Epoch 1954 | loss: 0.0312253 | val_loss: 0.031223 | Time: 2073.19 ms [2022-04-12 14:04:46 main:574] : INFO : Epoch 1955 | loss: 0.0312253 | val_loss: 0.0312218 | Time: 2083.61 ms [2022-04-12 14:04:48 main:574] : INFO : Epoch 1956 | loss: 0.0312256 | val_loss: 0.0312231 | Time: 2092.87 ms [2022-04-12 14:04:50 main:574] : INFO : Epoch 1957 | loss: 0.0312256 | val_loss: 0.0312227 | Time: 2080.77 ms [2022-04-12 14:04:52 main:574] : INFO : Epoch 1958 | loss: 0.0312253 | val_loss: 0.031222 | Time: 2092.77 ms [2022-04-12 14:04:54 main:574] : INFO : Epoch 1959 | loss: 0.0312251 | val_loss: 0.0312221 | Time: 2027.33 ms [2022-04-12 14:04:56 main:574] : INFO : Epoch 1960 | loss: 0.0312261 | val_loss: 0.0312219 | Time: 2103.55 ms [2022-04-12 14:04:58 main:574] : INFO : Epoch 1961 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 2066.62 ms [2022-04-12 14:05:01 main:574] : INFO : Epoch 1962 | loss: 0.0312277 | val_loss: 0.031223 | Time: 2070.29 ms [2022-04-12 14:05:03 main:574] : INFO : Epoch 1963 | loss: 0.0312261 | val_loss: 0.0312228 | Time: 2070.36 ms [2022-04-12 14:05:05 main:574] : INFO : Epoch 1964 | loss: 0.0312265 | val_loss: 0.0312219 | Time: 2078.14 ms [2022-04-12 14:05:07 main:574] : INFO : Epoch 1965 | loss: 0.0312317 | val_loss: 0.0312301 | Time: 2060.28 ms [2022-04-12 14:05:09 main:574] : INFO : Epoch 1966 | loss: 0.0312269 | val_loss: 0.0312221 | Time: 2049.25 ms [2022-04-12 14:05:11 main:574] : INFO : Epoch 1967 | loss: 0.031226 | val_loss: 0.0312239 | Time: 2108.41 ms [2022-04-12 14:05:13 main:574] : INFO : Epoch 1968 | loss: 0.0312275 | val_loss: 0.0312242 | Time: 2051.15 ms [2022-04-12 14:05:15 main:574] : INFO : Epoch 1969 | loss: 0.0312262 | val_loss: 0.0312228 | Time: 2065.01 ms [2022-04-12 14:05:17 main:574] : INFO : Epoch 1970 | loss: 0.0312261 | val_loss: 0.0312283 | Time: 2024.82 ms [2022-04-12 14:05:20 main:574] : INFO : Epoch 1971 | loss: 0.0312275 | val_loss: 0.0312232 | Time: 2071.29 ms [2022-04-12 14:05:22 main:574] : INFO : Epoch 1972 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 2016.69 ms [2022-04-12 14:05:24 main:574] : INFO : Epoch 1973 | loss: 0.0312252 | val_loss: 0.0312217 | Time: 2105.96 ms [2022-04-12 14:05:26 main:574] : INFO : Epoch 1974 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 2082.52 ms [2022-04-12 14:05:28 main:574] : INFO : Epoch 1975 | loss: 0.0312264 | val_loss: 0.0312217 | Time: 2070.95 ms [2022-04-12 14:05:30 main:574] : INFO : Epoch 1976 | loss: 0.0312253 | val_loss: 0.0312224 | Time: 2079.31 ms [2022-04-12 14:05:32 main:574] : INFO : Epoch 1977 | loss: 0.0312251 | val_loss: 0.0312218 | Time: 2109.1 ms [2022-04-12 14:05:35 main:574] : INFO : Epoch 1978 | loss: 0.0312253 | val_loss: 0.0312217 | Time: 2048.62 ms [2022-04-12 14:05:37 main:574] : INFO : Epoch 1979 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 2102.94 ms [2022-04-12 14:05:39 main:574] : INFO : Epoch 1980 | loss: 0.031226 | val_loss: 0.0312232 | Time: 2119.17 ms [2022-04-12 14:05:41 main:574] : INFO : Epoch 1981 | loss: 0.0312265 | val_loss: 0.0312235 | Time: 2091.71 ms [2022-04-12 14:05:43 main:574] : INFO : Epoch 1982 | loss: 0.0312264 | val_loss: 0.0312272 | Time: 2097.49 ms [2022-04-12 14:05:45 main:574] : INFO : Epoch 1983 | loss: 0.0312284 | val_loss: 0.0312224 | Time: 2068.18 ms [2022-04-12 14:05:47 main:574] : INFO : Epoch 1984 | loss: 0.0312264 | val_loss: 0.0312227 | Time: 2032.13 ms [2022-04-12 14:05:49 main:574] : INFO : Epoch 1985 | loss: 0.0312267 | val_loss: 0.0312231 | Time: 2085.77 ms [2022-04-12 14:05:52 main:574] : INFO : Epoch 1986 | loss: 0.0312252 | val_loss: 0.0312233 | Time: 2074.91 ms [2022-04-12 14:05:54 main:574] : INFO : Epoch 1987 | loss: 0.031226 | val_loss: 0.0312265 | Time: 2061.08 ms [2022-04-12 14:05:56 main:574] : INFO : Epoch 1988 | loss: 0.031228 | val_loss: 0.0312238 | Time: 2034.49 ms [2022-04-12 14:05:58 main:574] : INFO : Epoch 1989 | loss: 0.0312278 | val_loss: 0.0312227 | Time: 2073.22 ms [2022-04-12 14:06:00 main:574] : INFO : Epoch 1990 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 2108.32 ms [2022-04-12 14:06:02 main:574] : INFO : Epoch 1991 | loss: 0.0312254 | val_loss: 0.0312224 | Time: 2062.68 ms [2022-04-12 14:06:04 main:574] : INFO : Epoch 1992 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 2072.58 ms [2022-04-12 14:06:06 main:574] : INFO : Epoch 1993 | loss: 0.0312264 | val_loss: 0.0312228 | Time: 2075.32 ms [2022-04-12 14:06:09 main:574] : INFO : Epoch 1994 | loss: 0.0312257 | val_loss: 0.0312241 | Time: 2073.03 ms [2022-04-12 14:06:11 main:574] : INFO : Epoch 1995 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 2099.99 ms [2022-04-12 14:06:13 main:574] : INFO : Epoch 1996 | loss: 0.031226 | val_loss: 0.0312217 | Time: 2064.6 ms [2022-04-12 14:06:15 main:574] : INFO : Epoch 1997 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 2078.28 ms [2022-04-12 14:06:17 main:574] : INFO : Epoch 1998 | loss: 0.0312261 | val_loss: 0.0312252 | Time: 2089.58 ms [2022-04-12 14:06:19 main:574] : INFO : Epoch 1999 | loss: 0.0312259 | val_loss: 0.0312242 | Time: 2074.7 ms [2022-04-12 14:06:21 main:574] : INFO : Epoch 2000 | loss: 0.0312272 | val_loss: 0.0312242 | Time: 2072.88 ms [2022-04-12 14:06:23 main:574] : INFO : Epoch 2001 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 2060.65 ms [2022-04-12 14:06:26 main:574] : INFO : Epoch 2002 | loss: 0.0312281 | val_loss: 0.0312248 | Time: 2064.69 ms [2022-04-12 14:06:28 main:574] : INFO : Epoch 2003 | loss: 0.031226 | val_loss: 0.0312227 | Time: 2028.57 ms [2022-04-12 14:06:30 main:574] : INFO : Epoch 2004 | loss: 0.0312256 | val_loss: 0.0312225 | Time: 2064.92 ms [2022-04-12 14:06:32 main:574] : INFO : Epoch 2005 | loss: 0.0312257 | val_loss: 0.031223 | Time: 2026.77 ms [2022-04-12 14:06:34 main:574] : INFO : Epoch 2006 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 2041.3 ms [2022-04-12 14:06:36 main:574] : INFO : Epoch 2007 | loss: 0.0312253 | val_loss: 0.0312247 | Time: 2090.39 ms [2022-04-12 14:06:38 main:574] : INFO : Epoch 2008 | loss: 0.0312261 | val_loss: 0.0312225 | Time: 2093.08 ms [2022-04-12 14:06:40 main:574] : INFO : Epoch 2009 | loss: 0.031228 | val_loss: 0.0312248 | Time: 2111.85 ms [2022-04-12 14:06:42 main:574] : INFO : Epoch 2010 | loss: 0.0312276 | val_loss: 0.0312225 | Time: 2086.13 ms [2022-04-12 14:06:45 main:574] : INFO : Epoch 2011 | loss: 0.0312254 | val_loss: 0.0312216 | Time: 2076.21 ms [2022-04-12 14:06:47 main:574] : INFO : Epoch 2012 | loss: 0.0312254 | val_loss: 0.0312231 | Time: 2040.61 ms [2022-04-12 14:06:49 main:574] : INFO : Epoch 2013 | loss: 0.0312255 | val_loss: 0.0312234 | Time: 2054.01 ms [2022-04-12 14:06:51 main:574] : INFO : Epoch 2014 | loss: 0.0312259 | val_loss: 0.0312243 | Time: 2083.23 ms [2022-04-12 14:06:53 main:574] : INFO : Epoch 2015 | loss: 0.0312273 | val_loss: 0.0312234 | Time: 2094.75 ms [2022-04-12 14:06:55 main:574] : INFO : Epoch 2016 | loss: 0.0312266 | val_loss: 0.0312217 | Time: 2048.73 ms [2022-04-12 14:06:57 main:574] : INFO : Epoch 2017 | loss: 0.0312278 | val_loss: 0.0312227 | Time: 2067.3 ms [2022-04-12 14:06:59 main:574] : INFO : Epoch 2018 | loss: 0.0312289 | val_loss: 0.0312244 | Time: 2044.07 ms [2022-04-12 14:07:01 main:574] : INFO : Epoch 2019 | loss: 0.0312266 | val_loss: 0.0312234 | Time: 2088.47 ms [2022-04-12 14:07:04 main:574] : INFO : Epoch 2020 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 2059.93 ms [2022-04-12 14:07:06 main:574] : INFO : Epoch 2021 | loss: 0.0312267 | val_loss: 0.0312222 | Time: 2034.05 ms [2022-04-12 14:07:08 main:574] : INFO : Epoch 2022 | loss: 0.0312285 | val_loss: 0.0312235 | Time: 2047.79 ms [2022-04-12 14:07:10 main:574] : INFO : Epoch 2023 | loss: 0.0312271 | val_loss: 0.0312216 | Time: 2062.14 ms [2022-04-12 14:07:12 main:574] : INFO : Epoch 2024 | loss: 0.0312259 | val_loss: 0.0312216 | Time: 2090.04 ms [2022-04-12 14:07:14 main:574] : INFO : Epoch 2025 | loss: 0.0312255 | val_loss: 0.031224 | Time: 2082.94 ms [2022-04-12 14:07:16 main:574] : INFO : Epoch 2026 | loss: 0.0312257 | val_loss: 0.0312217 | Time: 2059.28 ms [2022-04-12 14:07:18 main:574] : INFO : Epoch 2027 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 2066.85 ms [2022-04-12 14:07:21 main:574] : INFO : Epoch 2028 | loss: 0.0312259 | val_loss: 0.0312222 | Time: 2044.97 ms [2022-04-12 14:07:23 main:574] : INFO : Epoch 2029 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 2082.93 ms [2022-04-12 14:07:25 main:574] : INFO : Epoch 2030 | loss: 0.0312267 | val_loss: 0.0312259 | Time: 2083.67 ms [2022-04-12 14:07:27 main:574] : INFO : Epoch 2031 | loss: 0.0312259 | val_loss: 0.0312216 | Time: 2035.9 ms [2022-04-12 14:07:29 main:574] : INFO : Epoch 2032 | loss: 0.0312256 | val_loss: 0.0312216 | Time: 2081.47 ms [2022-04-12 14:07:31 main:574] : INFO : Epoch 2033 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 2076.36 ms [2022-04-12 14:07:33 main:574] : INFO : Epoch 2034 | loss: 0.0312256 | val_loss: 0.0312251 | Time: 2072.42 ms [2022-04-12 14:07:35 main:574] : INFO : Epoch 2035 | loss: 0.0312264 | val_loss: 0.0312217 | Time: 2070.92 ms [2022-04-12 14:07:38 main:574] : INFO : Epoch 2036 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 2083.97 ms [2022-04-12 14:07:40 main:574] : INFO : Epoch 2037 | loss: 0.0312254 | val_loss: 0.031222 | Time: 2069 ms [2022-04-12 14:07:42 main:574] : INFO : Epoch 2038 | loss: 0.0312252 | val_loss: 0.0312221 | Time: 2098.71 ms [2022-04-12 14:07:44 main:574] : INFO : Epoch 2039 | loss: 0.0312258 | val_loss: 0.0312228 | Time: 2053.58 ms [2022-04-12 14:07:46 main:574] : INFO : Epoch 2040 | loss: 0.0312255 | val_loss: 0.0312216 | Time: 2146.52 ms [2022-04-12 14:07:48 main:574] : INFO : Epoch 2041 | loss: 0.0312262 | val_loss: 0.031222 | Time: 2072.91 ms [2022-04-12 14:07:50 main:574] : INFO : Epoch 2042 | loss: 0.0312263 | val_loss: 0.031222 | Time: 2084.71 ms [2022-04-12 14:07:53 main:574] : INFO : Epoch 2043 | loss: 0.0312258 | val_loss: 0.0312218 | Time: 2063.64 ms [2022-04-12 14:07:55 main:574] : INFO : Epoch 2044 | loss: 0.0312253 | val_loss: 0.0312226 | Time: 2048.06 ms [2022-04-12 14:07:57 main:574] : INFO : Epoch 2045 | loss: 0.0312265 | val_loss: 0.0312256 | Time: 2050.55 ms [2022-04-12 14:07:59 main:574] : INFO : Epoch 2046 | loss: 0.031227 | val_loss: 0.031222 | Time: 2080.36 ms [2022-04-12 14:08:01 main:574] : INFO : Epoch 2047 | loss: 0.0312254 | val_loss: 0.0312217 | Time: 2072.6 ms [2022-04-12 14:08:03 main:574] : INFO : Epoch 2048 | loss: 0.0312256 | val_loss: 0.0312217 | Time: 2102.56 ms [2022-04-12 14:08:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312217 [2022-04-12 14:08:03 main:603] : INFO : Saving end state to config to file [2022-04-12 14:08:03 main:608] : INFO : Success, exiting.. 14:08:04 (21628): 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)