Task 9194763
| Name | ParityModified-1636228367-23678-2-0_1 |
| Workunit | 6484991 |
| Created | 26 Nov 2021, 6:53:52 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 4 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 17:48:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 17 sec |
| CPU time | 1 hours 15 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 28 18:29:17 main:574] : INFO : Epoch 1542 | loss: 0.031241 | val_loss: 0.0312314 | Time: 2256.44 ms [2021-11-28 18:29:19 main:574] : INFO : Epoch 1543 | loss: 0.0312313 | val_loss: 0.0312274 | Time: 2209.77 ms [2021-11-28 18:29:21 main:574] : INFO : Epoch 1544 | loss: 0.0312297 | val_loss: 0.031227 | Time: 2235.71 ms [2021-11-28 18:29:24 main:574] : INFO : Epoch 1545 | loss: 0.0312286 | val_loss: 0.0312306 | Time: 2215.93 ms [2021-11-28 18:29:26 main:574] : INFO : Epoch 1546 | loss: 0.0312293 | val_loss: 0.0312273 | Time: 2212.66 ms [2021-11-28 18:29:28 main:574] : INFO : Epoch 1547 | loss: 0.0312281 | val_loss: 0.0312288 | Time: 2251.76 ms [2021-11-28 18:29:30 main:574] : INFO : Epoch 1548 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 2213.82 ms [2021-11-28 18:29:33 main:574] : INFO : Epoch 1549 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 2237.73 ms [2021-11-28 18:29:35 main:574] : INFO : Epoch 1550 | loss: 0.031228 | val_loss: 0.0312271 | Time: 2230.48 ms [2021-11-28 18:29:37 main:574] : INFO : Epoch 1551 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 2236.03 ms [2021-11-28 18:29:39 main:574] : INFO : Epoch 1552 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 2223.03 ms [2021-11-28 18:29:42 main:574] : INFO : Epoch 1553 | loss: 0.0312282 | val_loss: 0.0312294 | Time: 2243.63 ms [2021-11-28 18:29:44 main:574] : INFO : Epoch 1554 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 2208.19 ms [2021-11-28 18:29:46 main:574] : INFO : Epoch 1555 | loss: 0.0312297 | val_loss: 0.0312268 | Time: 2264.68 ms [2021-11-28 18:29:48 main:574] : INFO : Epoch 1556 | loss: 0.0312292 | val_loss: 0.031227 | Time: 2234.52 ms [2021-11-28 18:29:51 main:574] : INFO : Epoch 1557 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 2226.61 ms [2021-11-28 18:29:53 main:574] : INFO : Epoch 1558 | loss: 0.0312286 | val_loss: 0.0312272 | Time: 2224.51 ms [2021-11-28 18:29:55 main:574] : INFO : Epoch 1559 | loss: 0.0312299 | val_loss: 0.0312274 | Time: 2217.97 ms [2021-11-28 18:29:57 main:574] : INFO : Epoch 1560 | loss: 0.0312295 | val_loss: 0.031227 | Time: 2238.22 ms [2021-11-28 18:29:59 main:574] : INFO : Epoch 1561 | loss: 0.0312296 | val_loss: 0.031227 | Time: 2253.05 ms [2021-11-28 18:30:02 main:574] : INFO : Epoch 1562 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 2222.37 ms [2021-11-28 18:30:04 main:574] : INFO : Epoch 1563 | loss: 0.0312292 | val_loss: 0.0312268 | Time: 2236.74 ms [2021-11-28 18:30:06 main:574] : INFO : Epoch 1564 | loss: 0.031228 | val_loss: 0.0312274 | Time: 2219.45 ms [2021-11-28 18:30:08 main:574] : INFO : Epoch 1565 | loss: 0.031228 | val_loss: 0.0312271 | Time: 2235.96 ms [2021-11-28 18:30:11 main:574] : INFO : Epoch 1566 | loss: 0.0312278 | val_loss: 0.0312268 | Time: 2237.6 ms [2021-11-28 18:30:13 main:574] : INFO : Epoch 1567 | loss: 0.0312285 | val_loss: 0.0312293 | Time: 2255.19 ms [2021-11-28 18:30:15 main:574] : INFO : Epoch 1568 | loss: 0.0312292 | val_loss: 0.0312268 | Time: 2214.49 ms [2021-11-28 18:30:17 main:574] : INFO : Epoch 1569 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 2234.7 ms [2021-11-28 18:30:20 main:574] : INFO : Epoch 1570 | loss: 0.0312283 | val_loss: 0.031227 | Time: 2242.14 ms [2021-11-28 18:30:22 main:574] : INFO : Epoch 1571 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 2266.36 ms [2021-11-28 18:30:24 main:574] : INFO : Epoch 1572 | loss: 0.0312285 | val_loss: 0.0312268 | Time: 2240.11 ms [2021-11-28 18:30:26 main:574] : INFO : Epoch 1573 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 2241.14 ms [2021-11-28 18:30:29 main:574] : INFO : Epoch 1574 | loss: 0.0312285 | val_loss: 0.0312294 | Time: 2234.16 ms [2021-11-28 18:30:31 main:574] : INFO : Epoch 1575 | loss: 0.0312289 | val_loss: 0.0312273 | Time: 2240.77 ms [2021-11-28 18:30:33 main:574] : INFO : Epoch 1576 | loss: 0.0312291 | val_loss: 0.0312279 | Time: 2218.18 ms [2021-11-28 18:30:35 main:574] : INFO : Epoch 1577 | loss: 0.0312288 | val_loss: 0.031227 | Time: 2254.07 ms [2021-11-28 18:30:38 main:574] : INFO : Epoch 1578 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 2218.66 ms [2021-11-28 18:30:40 main:574] : INFO : Epoch 1579 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 2234.88 ms [2021-11-28 18:30:42 main:574] : INFO : Epoch 1580 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 2246.15 ms [2021-11-28 18:30:44 main:574] : INFO : Epoch 1581 | loss: 0.0312286 | val_loss: 0.0312284 | Time: 2244.57 ms [2021-11-28 18:30:46 main:574] : INFO : Epoch 1582 | loss: 0.0312287 | val_loss: 0.0312283 | Time: 2230.06 ms [2021-11-28 18:30:49 main:574] : INFO : Epoch 1583 | loss: 0.031229 | val_loss: 0.031228 | Time: 2220.83 ms [2021-11-28 18:30:51 main:574] : INFO : Epoch 1584 | loss: 0.0312286 | val_loss: 0.031227 | Time: 2224.6 ms [2021-11-28 18:30:53 main:574] : INFO : Epoch 1585 | loss: 0.0312281 | val_loss: 0.0312274 | Time: 2226.53 ms [2021-11-28 18:30:55 main:574] : INFO : Epoch 1586 | loss: 0.0312278 | val_loss: 0.031227 | Time: 2306.82 ms [2021-11-28 18:30:58 main:574] : INFO : Epoch 1587 | loss: 0.031228 | val_loss: 0.0312278 | Time: 2221.94 ms [2021-11-28 18:31:00 main:574] : INFO : Epoch 1588 | loss: 0.0312289 | val_loss: 0.0312272 | Time: 2234.42 ms [2021-11-28 18:31:02 main:574] : INFO : Epoch 1589 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 2248.03 ms [2021-11-28 18:31:04 main:574] : INFO : Epoch 1590 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2207.12 ms [2021-11-28 18:31:07 main:574] : INFO : Epoch 1591 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 2231.94 ms [2021-11-28 18:31:09 main:574] : INFO : Epoch 1592 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 2206.67 ms [2021-11-28 18:31:11 main:574] : INFO : Epoch 1593 | loss: 0.0312279 | val_loss: 0.0312278 | Time: 2223.62 ms [2021-11-28 18:31:13 main:574] : INFO : Epoch 1594 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 2225.2 ms [2021-11-28 18:31:16 main:574] : INFO : Epoch 1595 | loss: 0.0312289 | val_loss: 0.0312284 | Time: 2242.12 ms [2021-11-28 18:31:18 main:574] : INFO : Epoch 1596 | loss: 0.0312286 | val_loss: 0.0312271 | Time: 2244.84 ms [2021-11-28 18:31:20 main:574] : INFO : Epoch 1597 | loss: 0.0312312 | val_loss: 0.0312351 | Time: 2217.01 ms [2021-11-28 18:31:22 main:574] : INFO : Epoch 1598 | loss: 0.0312311 | val_loss: 0.0312357 | Time: 2225.91 ms [2021-11-28 18:31:25 main:574] : INFO : Epoch 1599 | loss: 0.0312341 | val_loss: 0.0312295 | Time: 2248.49 ms [2021-11-28 18:31:27 main:574] : INFO : Epoch 1600 | loss: 0.0312293 | val_loss: 0.0312272 | Time: 2221.92 ms [2021-11-28 18:31:29 main:574] : INFO : Epoch 1601 | loss: 0.0312291 | val_loss: 0.0312273 | Time: 2224.06 ms [2021-11-28 18:31:31 main:574] : INFO : Epoch 1602 | loss: 0.0312288 | val_loss: 0.0312271 | Time: 2219.19 ms [2021-11-28 18:31:33 main:574] : INFO : Epoch 1603 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 2217.84 ms [2021-11-28 18:31:36 main:574] : INFO : Epoch 1604 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 2206.99 ms [2021-11-28 18:31:38 main:574] : INFO : Epoch 1605 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2251.63 ms [2021-11-28 18:31:40 main:574] : INFO : Epoch 1606 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 2264.09 ms [2021-11-28 18:31:42 main:574] : INFO : Epoch 1607 | loss: 0.0312286 | val_loss: 0.0312298 | Time: 2209.79 ms [2021-11-28 18:31:45 main:574] : INFO : Epoch 1608 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 2213.15 ms [2021-11-28 18:31:47 main:574] : INFO : Epoch 1609 | loss: 0.031229 | val_loss: 0.0312268 | Time: 2240.27 ms [2021-11-28 18:31:49 main:574] : INFO : Epoch 1610 | loss: 0.0312282 | val_loss: 0.0312278 | Time: 2242.23 ms [2021-11-28 18:31:51 main:574] : INFO : Epoch 1611 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 2234.68 ms [2021-11-28 18:31:53 main:574] : INFO : Epoch 1612 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 2203.73 ms [2021-11-28 18:31:56 main:574] : INFO : Epoch 1613 | loss: 0.0312279 | val_loss: 0.031227 | Time: 2236 ms [2021-11-28 18:31:58 main:574] : INFO : Epoch 1614 | loss: 0.0312293 | val_loss: 0.0312275 | Time: 2228.73 ms [2021-11-28 18:32:00 main:574] : INFO : Epoch 1615 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 2234.22 ms [2021-11-28 18:32:02 main:574] : INFO : Epoch 1616 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 2238.23 ms [2021-11-28 18:32:05 main:574] : INFO : Epoch 1617 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2228.61 ms [2021-11-28 18:32:07 main:574] : INFO : Epoch 1618 | loss: 0.0312284 | val_loss: 0.031228 | Time: 2238.59 ms [2021-11-28 18:32:09 main:574] : INFO : Epoch 1619 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 2232.49 ms [2021-11-28 18:32:11 main:574] : INFO : Epoch 1620 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2216.73 ms [2021-11-28 18:32:14 main:574] : INFO : Epoch 1621 | loss: 0.0312284 | val_loss: 0.0312282 | Time: 2242.13 ms [2021-11-28 18:32:16 main:574] : INFO : Epoch 1622 | loss: 0.0312292 | val_loss: 0.03123 | Time: 2243.12 ms [2021-11-28 18:32:18 main:574] : INFO : Epoch 1623 | loss: 0.0312291 | val_loss: 0.031227 | Time: 2232.56 ms [2021-11-28 18:32:20 main:574] : INFO : Epoch 1624 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2229.33 ms [2021-11-28 18:32:23 main:574] : INFO : Epoch 1625 | loss: 0.0312279 | val_loss: 0.031227 | Time: 2206.63 ms [2021-11-28 18:32:25 main:574] : INFO : Epoch 1626 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 2229.96 ms [2021-11-28 18:32:27 main:574] : INFO : Epoch 1627 | loss: 0.031228 | val_loss: 0.0312295 | Time: 2229.88 ms [2021-11-28 18:32:29 main:574] : INFO : Epoch 1628 | loss: 0.0312285 | val_loss: 0.031231 | Time: 2207.71 ms [2021-11-28 18:32:32 main:574] : INFO : Epoch 1629 | loss: 0.0312297 | val_loss: 0.0312277 | Time: 2264.38 ms [2021-11-28 18:32:34 main:574] : INFO : Epoch 1630 | loss: 0.0312286 | val_loss: 0.0312279 | Time: 2229.19 ms [2021-11-28 18:32:36 main:574] : INFO : Epoch 1631 | loss: 0.0312295 | val_loss: 0.0312288 | Time: 2247.04 ms [2021-11-28 18:32:38 main:574] : INFO : Epoch 1632 | loss: 0.0312284 | val_loss: 0.0312296 | Time: 2206.6 ms [2021-11-28 18:32:40 main:574] : INFO : Epoch 1633 | loss: 0.0312287 | val_loss: 0.0312272 | Time: 2235.14 ms [2021-11-28 18:32:43 main:574] : INFO : Epoch 1634 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 2244.35 ms [2021-11-28 18:32:45 main:574] : INFO : Epoch 1635 | loss: 0.0312282 | val_loss: 0.0312274 | Time: 2230.85 ms [2021-11-28 18:32:47 main:574] : INFO : Epoch 1636 | loss: 0.0312285 | val_loss: 0.0312286 | Time: 2226.26 ms [2021-11-28 18:32:49 main:574] : INFO : Epoch 1637 | loss: 0.0312296 | val_loss: 0.0312269 | Time: 2228.9 ms [2021-11-28 18:32:52 main:574] : INFO : Epoch 1638 | loss: 0.0312287 | val_loss: 0.0312287 | Time: 2216.48 ms [2021-11-28 18:32:54 main:574] : INFO : Epoch 1639 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 2218.01 ms [2021-11-28 18:32:56 main:574] : INFO : Epoch 1640 | loss: 0.0312282 | val_loss: 0.0312278 | Time: 2232.27 ms [2021-11-28 18:32:58 main:574] : INFO : Epoch 1641 | loss: 0.0312305 | val_loss: 0.0312307 | Time: 2249.2 ms [2021-11-28 18:33:01 main:574] : INFO : Epoch 1642 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 2223.28 ms [2021-11-28 18:33:03 main:574] : INFO : Epoch 1643 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 2208.1 ms [2021-11-28 18:33:05 main:574] : INFO : Epoch 1644 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2219.57 ms [2021-11-28 18:33:07 main:574] : INFO : Epoch 1645 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 2248.34 ms [2021-11-28 18:33:09 main:574] : INFO : Epoch 1646 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 2183.77 ms [2021-11-28 18:33:12 main:574] : INFO : Epoch 1647 | loss: 0.0312298 | val_loss: 0.0312292 | Time: 2221.13 ms [2021-11-28 18:33:14 main:574] : INFO : Epoch 1648 | loss: 0.0312292 | val_loss: 0.0312277 | Time: 2236.9 ms [2021-11-28 18:33:16 main:574] : INFO : Epoch 1649 | loss: 0.0312296 | val_loss: 0.0312281 | Time: 2213.91 ms [2021-11-28 18:33:18 main:574] : INFO : Epoch 1650 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2258.87 ms [2021-11-28 18:33:21 main:574] : INFO : Epoch 1651 | loss: 0.0312293 | val_loss: 0.0312296 | Time: 2192.12 ms [2021-11-28 18:33:23 main:574] : INFO : Epoch 1652 | loss: 0.0312291 | val_loss: 0.0312312 | Time: 2214.69 ms [2021-11-28 18:33:25 main:574] : INFO : Epoch 1653 | loss: 0.0312299 | val_loss: 0.0312283 | Time: 2196.98 ms [2021-11-28 18:33:27 main:574] : INFO : Epoch 1654 | loss: 0.0312289 | val_loss: 0.0312269 | Time: 2210.96 ms [2021-11-28 18:33:29 main:574] : INFO : Epoch 1655 | loss: 0.0312286 | val_loss: 0.0312308 | Time: 2228.18 ms [2021-11-28 18:33:32 main:574] : INFO : Epoch 1656 | loss: 0.0312291 | val_loss: 0.031227 | Time: 2234.34 ms [2021-11-28 18:33:34 main:574] : INFO : Epoch 1657 | loss: 0.0312297 | val_loss: 0.03123 | Time: 2237.36 ms [2021-11-28 18:33:36 main:574] : INFO : Epoch 1658 | loss: 0.031229 | val_loss: 0.0312276 | Time: 2207.9 ms [2021-11-28 18:33:38 main:574] : INFO : Epoch 1659 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 2217.46 ms [2021-11-28 18:33:41 main:574] : INFO : Epoch 1660 | loss: 0.0312313 | val_loss: 0.0312281 | Time: 2235.91 ms [2021-11-28 18:33:43 main:574] : INFO : Epoch 1661 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 2224.88 ms [2021-11-28 18:33:45 main:574] : INFO : Epoch 1662 | loss: 0.0312288 | val_loss: 0.0312294 | Time: 2246.7 ms [2021-11-28 18:33:47 main:574] : INFO : Epoch 1663 | loss: 0.0312284 | val_loss: 0.0312276 | Time: 2215.92 ms [2021-11-28 18:33:49 main:574] : INFO : Epoch 1664 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 2213.52 ms [2021-11-28 18:33:52 main:574] : INFO : Epoch 1665 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 2221.56 ms [2021-11-28 18:33:54 main:574] : INFO : Epoch 1666 | loss: 0.0312283 | val_loss: 0.0312274 | Time: 2185.31 ms [2021-11-28 18:33:56 main:574] : INFO : Epoch 1667 | loss: 0.0312292 | val_loss: 0.0312291 | Time: 2221.31 ms [2021-11-28 18:33:58 main:574] : INFO : Epoch 1668 | loss: 0.031229 | val_loss: 0.031227 | Time: 2200.93 ms [2021-11-28 18:34:01 main:574] : INFO : Epoch 1669 | loss: 0.0312291 | val_loss: 0.031233 | Time: 2219.75 ms [2021-11-28 18:34:03 main:574] : INFO : Epoch 1670 | loss: 0.0312297 | val_loss: 0.0312268 | Time: 2248.87 ms [2021-11-28 18:34:05 main:574] : INFO : Epoch 1671 | loss: 0.0312282 | val_loss: 0.0312284 | Time: 2230.39 ms [2021-11-28 18:34:07 main:574] : INFO : Epoch 1672 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2231.07 ms [2021-11-28 18:34:09 main:574] : INFO : Epoch 1673 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 2236.09 ms [2021-11-28 18:34:12 main:574] : INFO : Epoch 1674 | loss: 0.0312278 | val_loss: 0.0312286 | Time: 2226.34 ms [2021-11-28 18:34:14 main:574] : INFO : Epoch 1675 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 2238.44 ms [2021-11-28 18:34:16 main:574] : INFO : Epoch 1676 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 2229.74 ms [2021-11-28 18:34:18 main:574] : INFO : Epoch 1677 | loss: 0.0312295 | val_loss: 0.0312287 | Time: 2243.92 ms [2021-11-28 18:34:21 main:574] : INFO : Epoch 1678 | loss: 0.0312291 | val_loss: 0.031227 | Time: 2202.23 ms [2021-11-28 18:34:23 main:574] : INFO : Epoch 1679 | loss: 0.0312298 | val_loss: 0.0312279 | Time: 2231.41 ms [2021-11-28 18:34:25 main:574] : INFO : Epoch 1680 | loss: 0.0312288 | val_loss: 0.0312276 | Time: 2219.04 ms [2021-11-28 18:34:27 main:574] : INFO : Epoch 1681 | loss: 0.0312288 | val_loss: 0.0312273 | Time: 2198.52 ms [2021-11-28 18:34:30 main:574] : INFO : Epoch 1682 | loss: 0.0312295 | val_loss: 0.0312292 | Time: 2231.35 ms [2021-11-28 18:34:32 main:574] : INFO : Epoch 1683 | loss: 0.031229 | val_loss: 0.0312278 | Time: 2220.79 ms [2021-11-28 18:34:34 main:574] : INFO : Epoch 1684 | loss: 0.0312287 | val_loss: 0.0312282 | Time: 2251.84 ms [2021-11-28 18:34:36 main:574] : INFO : Epoch 1685 | loss: 0.0312287 | val_loss: 0.0312272 | Time: 2221.96 ms [2021-11-28 18:34:39 main:574] : INFO : Epoch 1686 | loss: 0.0312278 | val_loss: 0.031227 | Time: 2245.54 ms [2021-11-28 18:34:41 main:574] : INFO : Epoch 1687 | loss: 0.031228 | val_loss: 0.0312292 | Time: 2229.21 ms [2021-11-28 18:34:43 main:574] : INFO : Epoch 1688 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 2197.5 ms [2021-11-28 18:34:45 main:574] : INFO : Epoch 1689 | loss: 0.0312285 | val_loss: 0.0312297 | Time: 2252.95 ms [2021-11-28 18:34:47 main:574] : INFO : Epoch 1690 | loss: 0.0312284 | val_loss: 0.0312291 | Time: 2255.48 ms [2021-11-28 18:34:50 main:574] : INFO : Epoch 1691 | loss: 0.0312295 | val_loss: 0.0312268 | Time: 2204.01 ms [2021-11-28 18:34:52 main:574] : INFO : Epoch 1692 | loss: 0.0312287 | val_loss: 0.031227 | Time: 2267.01 ms [2021-11-28 18:34:54 main:574] : INFO : Epoch 1693 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 2217.8 ms [2021-11-28 18:34:56 main:574] : INFO : Epoch 1694 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 2228.77 ms [2021-11-28 18:34:59 main:574] : INFO : Epoch 1695 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 2240.86 ms [2021-11-28 18:35:01 main:574] : INFO : Epoch 1696 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 2233.74 ms [2021-11-28 18:35:03 main:574] : INFO : Epoch 1697 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2234.03 ms [2021-11-28 18:35:05 main:574] : INFO : Epoch 1698 | loss: 0.031228 | val_loss: 0.0312269 | Time: 2231.86 ms [2021-11-28 18:35:08 main:574] : INFO : Epoch 1699 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2222.62 ms [2021-11-28 18:35:10 main:574] : INFO : Epoch 1700 | loss: 0.0312282 | val_loss: 0.031227 | Time: 2262.93 ms [2021-11-28 18:35:12 main:574] : INFO : Epoch 1701 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 2236.4 ms [2021-11-28 18:35:14 main:574] : INFO : Epoch 1702 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 2225.94 ms [2021-11-28 18:35:17 main:574] : INFO : Epoch 1703 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 2207.66 ms [2021-11-28 18:35:19 main:574] : INFO : Epoch 1704 | loss: 0.0312307 | val_loss: 0.0312279 | Time: 2236.75 ms [2021-11-28 18:35:21 main:574] : INFO : Epoch 1705 | loss: 0.0312297 | val_loss: 0.0312277 | Time: 2209.36 ms [2021-11-28 18:35:23 main:574] : INFO : Epoch 1706 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 2242.32 ms [2021-11-28 18:35:25 main:574] : INFO : Epoch 1707 | loss: 0.0312283 | val_loss: 0.031229 | Time: 2240.73 ms [2021-11-28 18:35:28 main:574] : INFO : Epoch 1708 | loss: 0.0312291 | val_loss: 0.0312267 | Time: 2210.81 ms [2021-11-28 18:35:30 main:574] : INFO : Epoch 1709 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 2262.64 ms [2021-11-28 18:35:32 main:574] : INFO : Epoch 1710 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 2229.17 ms [2021-11-28 18:35:34 main:574] : INFO : Epoch 1711 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 2244.44 ms [2021-11-28 18:35:37 main:574] : INFO : Epoch 1712 | loss: 0.0312291 | val_loss: 0.031228 | Time: 2238.34 ms [2021-11-28 18:35:39 main:574] : INFO : Epoch 1713 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2231.28 ms [2021-11-28 18:35:41 main:574] : INFO : Epoch 1714 | loss: 0.0312281 | val_loss: 0.031227 | Time: 2234.53 ms [2021-11-28 18:35:43 main:574] : INFO : Epoch 1715 | loss: 0.0312283 | val_loss: 0.0312268 | Time: 2232.31 ms [2021-11-28 18:35:46 main:574] : INFO : Epoch 1716 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2198.62 ms [2021-11-28 18:35:48 main:574] : INFO : Epoch 1717 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 2219.04 ms [2021-11-28 18:35:50 main:574] : INFO : Epoch 1718 | loss: 0.0312281 | val_loss: 0.0312274 | Time: 2222.83 ms [2021-11-28 18:35:52 main:574] : INFO : Epoch 1719 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 2217 ms [2021-11-28 18:35:54 main:574] : INFO : Epoch 1720 | loss: 0.0312282 | val_loss: 0.0312275 | Time: 2259.82 ms [2021-11-28 18:35:57 main:574] : INFO : Epoch 1721 | loss: 0.031228 | val_loss: 0.0312274 | Time: 2221.59 ms [2021-11-28 18:35:59 main:574] : INFO : Epoch 1722 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 2228.04 ms [2021-11-28 18:36:01 main:574] : INFO : Epoch 1723 | loss: 0.031229 | val_loss: 0.0312285 | Time: 2229.05 ms [2021-11-28 18:36:03 main:574] : INFO : Epoch 1724 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 2238.27 ms [2021-11-28 18:36:06 main:574] : INFO : Epoch 1725 | loss: 0.0312281 | val_loss: 0.0312277 | Time: 2227.75 ms [2021-11-28 18:36:08 main:574] : INFO : Epoch 1726 | loss: 0.031228 | val_loss: 0.0312272 | Time: 2222.2 ms [2021-11-28 18:36:10 main:574] : INFO : Epoch 1727 | loss: 0.0312282 | val_loss: 0.031227 | Time: 2254.11 ms [2021-11-28 18:36:12 main:574] : INFO : Epoch 1728 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 2217.83 ms [2021-11-28 18:36:15 main:574] : INFO : Epoch 1729 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 2197.75 ms [2021-11-28 18:36:17 main:574] : INFO : Epoch 1730 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2251.58 ms [2021-11-28 18:36:19 main:574] : INFO : Epoch 1731 | loss: 0.0312289 | val_loss: 0.0312294 | Time: 2213.49 ms [2021-11-28 18:36:21 main:574] : INFO : Epoch 1732 | loss: 0.0312292 | val_loss: 0.0312302 | Time: 2265.41 ms [2021-11-28 18:36:24 main:574] : INFO : Epoch 1733 | loss: 0.0312288 | val_loss: 0.0312282 | Time: 2240.89 ms [2021-11-28 18:36:26 main:574] : INFO : Epoch 1734 | loss: 0.0312284 | val_loss: 0.0312284 | Time: 2247.03 ms [2021-11-28 18:36:28 main:574] : INFO : Epoch 1735 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 2196.3 ms [2021-11-28 18:36:30 main:574] : INFO : Epoch 1736 | loss: 0.0312288 | val_loss: 0.0312269 | Time: 2229.27 ms [2021-11-28 18:36:32 main:574] : INFO : Epoch 1737 | loss: 0.0312285 | val_loss: 0.0312268 | Time: 2213.63 ms [2021-11-28 18:36:35 main:574] : INFO : Epoch 1738 | loss: 0.0312279 | val_loss: 0.0312297 | Time: 2230.06 ms [2021-11-28 18:36:37 main:574] : INFO : Epoch 1739 | loss: 0.0312291 | val_loss: 0.0312296 | Time: 2254.03 ms [2021-11-28 18:36:39 main:574] : INFO : Epoch 1740 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 2224.71 ms [2021-11-28 18:36:41 main:574] : INFO : Epoch 1741 | loss: 0.0312281 | val_loss: 0.0312271 | Time: 2255.11 ms [2021-11-28 18:36:44 main:574] : INFO : Epoch 1742 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 2205.71 ms [2021-11-28 18:36:46 main:574] : INFO : Epoch 1743 | loss: 0.0312295 | val_loss: 0.031227 | Time: 2234.9 ms [2021-11-28 18:36:48 main:574] : INFO : Epoch 1744 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2265.83 ms [2021-11-28 18:36:50 main:574] : INFO : Epoch 1745 | loss: 0.031229 | val_loss: 0.0312284 | Time: 2216.12 ms [2021-11-28 18:36:53 main:574] : INFO : Epoch 1746 | loss: 0.0312281 | val_loss: 0.0312275 | Time: 2259.99 ms [2021-11-28 18:36:55 main:574] : INFO : Epoch 1747 | loss: 0.031228 | val_loss: 0.0312271 | Time: 2221.71 ms [2021-11-28 18:36:57 main:574] : INFO : Epoch 1748 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2238.65 ms [2021-11-28 18:36:59 main:574] : INFO : Epoch 1749 | loss: 0.0312283 | val_loss: 0.0312274 | Time: 2254.61 ms [2021-11-28 18:37:02 main:574] : INFO : Epoch 1750 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2248.85 ms [2021-11-28 18:37:04 main:574] : INFO : Epoch 1751 | loss: 0.0312299 | val_loss: 0.031227 | Time: 2216.19 ms [2021-11-28 18:37:06 main:574] : INFO : Epoch 1752 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 2240.89 ms [2021-11-28 18:37:08 main:574] : INFO : Epoch 1753 | loss: 0.0312289 | val_loss: 0.0312295 | Time: 2207.3 ms [2021-11-28 18:37:10 main:574] : INFO : Epoch 1754 | loss: 0.0312286 | val_loss: 0.0312287 | Time: 2221.34 ms [2021-11-28 18:37:13 main:574] : INFO : Epoch 1755 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 2245.67 ms [2021-11-28 18:37:15 main:574] : INFO : Epoch 1756 | loss: 0.031228 | val_loss: 0.0312268 | Time: 2245.09 ms [2021-11-28 18:37:17 main:574] : INFO : Epoch 1757 | loss: 0.0312282 | val_loss: 0.0312286 | Time: 2241.07 ms [2021-11-28 18:37:19 main:574] : INFO : Epoch 1758 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 2259.85 ms [2021-11-28 18:37:22 main:574] : INFO : Epoch 1759 | loss: 0.0312288 | val_loss: 0.031227 | Time: 2217.76 ms [2021-11-28 18:37:24 main:574] : INFO : Epoch 1760 | loss: 0.0312289 | val_loss: 0.0312318 | Time: 2236.98 ms [2021-11-28 18:37:26 main:574] : INFO : Epoch 1761 | loss: 0.0312291 | val_loss: 0.0312277 | Time: 2209.74 ms [2021-11-28 18:37:28 main:574] : INFO : Epoch 1762 | loss: 0.0312333 | val_loss: 0.031246 | Time: 2235.43 ms [2021-11-28 18:37:31 main:574] : INFO : Epoch 1763 | loss: 0.0324822 | val_loss: 0.0895439 | Time: 2234.6 ms [2021-11-28 18:37:33 main:574] : INFO : Epoch 1764 | loss: 0.0393041 | val_loss: 0.0391477 | Time: 2250.09 ms [2021-11-28 18:37:35 main:574] : INFO : Epoch 1765 | loss: 0.0329753 | val_loss: 0.0317262 | Time: 2230.02 ms [2021-11-28 18:37:37 main:574] : INFO : Epoch 1766 | loss: 0.0314897 | val_loss: 0.0313422 | Time: 2216.6 ms [2021-11-28 18:37:40 main:574] : INFO : Epoch 1767 | loss: 0.0312791 | val_loss: 0.0312565 | Time: 2219.26 ms [2021-11-28 18:37:42 main:574] : INFO : Epoch 1768 | loss: 0.031245 | val_loss: 0.0312397 | Time: 2253.8 ms [2021-11-28 18:37:44 main:574] : INFO : Epoch 1769 | loss: 0.0312386 | val_loss: 0.031235 | Time: 2210.26 ms [2021-11-28 18:37:46 main:574] : INFO : Epoch 1770 | loss: 0.0312351 | val_loss: 0.0312325 | Time: 2249.17 ms [2021-11-28 18:37:49 main:574] : INFO : Epoch 1771 | loss: 0.0312326 | val_loss: 0.0312304 | Time: 2221.44 ms [2021-11-28 18:37:51 main:574] : INFO : Epoch 1772 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 2227.41 ms [2021-11-28 18:37:53 main:574] : INFO : Epoch 1773 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 2237.88 ms [2021-11-28 18:37:55 main:574] : INFO : Epoch 1774 | loss: 0.0312298 | val_loss: 0.0312284 | Time: 2207.59 ms [2021-11-28 18:37:57 main:574] : INFO : Epoch 1775 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 2208.6 ms [2021-11-28 18:38:00 main:574] : INFO : Epoch 1776 | loss: 0.0312291 | val_loss: 0.0312278 | Time: 2244.18 ms [2021-11-28 18:38:02 main:574] : INFO : Epoch 1777 | loss: 0.0312289 | val_loss: 0.0312288 | Time: 2263.41 ms [2021-11-28 18:38:04 main:574] : INFO : Epoch 1778 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 2249.67 ms [2021-11-28 18:38:06 main:574] : INFO : Epoch 1779 | loss: 0.031229 | val_loss: 0.0312274 | Time: 2224.79 ms [2021-11-28 18:38:09 main:574] : INFO : Epoch 1780 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 2216.06 ms [2021-11-28 18:38:11 main:574] : INFO : Epoch 1781 | loss: 0.0312293 | val_loss: 0.0312278 | Time: 2229.46 ms [2021-11-28 18:38:13 main:574] : INFO : Epoch 1782 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 2191.16 ms [2021-11-28 18:38:15 main:574] : INFO : Epoch 1783 | loss: 0.0312286 | val_loss: 0.0312272 | Time: 2228.14 ms [2021-11-28 18:38:17 main:574] : INFO : Epoch 1784 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 2187.11 ms [2021-11-28 18:38:20 main:574] : INFO : Epoch 1785 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 2243.13 ms [2021-11-28 18:38:22 main:574] : INFO : Epoch 1786 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 2223.82 ms [2021-11-28 18:38:24 main:574] : INFO : Epoch 1787 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 2231.26 ms [2021-11-28 18:38:26 main:574] : INFO : Epoch 1788 | loss: 0.0312285 | val_loss: 0.031228 | Time: 2198 ms [2021-11-28 18:38:29 main:574] : INFO : Epoch 1789 | loss: 0.031229 | val_loss: 0.0312273 | Time: 2243.98 ms [2021-11-28 18:38:31 main:574] : INFO : Epoch 1790 | loss: 0.031229 | val_loss: 0.0312285 | Time: 2200.37 ms [2021-11-28 18:38:33 main:574] : INFO : Epoch 1791 | loss: 0.0312294 | val_loss: 0.0312275 | Time: 2234.97 ms [2021-11-28 18:38:35 main:574] : INFO : Epoch 1792 | loss: 0.0312289 | val_loss: 0.0312283 | Time: 2190.18 ms [2021-11-28 18:38:37 main:574] : INFO : Epoch 1793 | loss: 0.0312287 | val_loss: 0.0312275 | Time: 2212.32 ms [2021-11-28 18:38:40 main:574] : INFO : Epoch 1794 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 2223.18 ms [2021-11-28 18:38:42 main:574] : INFO : Epoch 1795 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 2225.26 ms [2021-11-28 18:38:44 main:574] : INFO : Epoch 1796 | loss: 0.0312284 | val_loss: 0.031227 | Time: 2206.94 ms [2021-11-28 18:38:46 main:574] : INFO : Epoch 1797 | loss: 0.0312285 | val_loss: 0.0312281 | Time: 2246.47 ms [2021-11-28 18:38:49 main:574] : INFO : Epoch 1798 | loss: 0.0312289 | val_loss: 0.0312274 | Time: 2225.37 ms [2021-11-28 18:38:51 main:574] : INFO : Epoch 1799 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 2209.77 ms [2021-11-28 18:38:53 main:574] : INFO : Epoch 1800 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 2243.67 ms [2021-11-28 18:38:55 main:574] : INFO : Epoch 1801 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 2217.95 ms [2021-11-28 18:38:58 main:574] : INFO : Epoch 1802 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2214.56 ms [2021-11-28 18:39:00 main:574] : INFO : Epoch 1803 | loss: 0.0312283 | val_loss: 0.031227 | Time: 2227.7 ms [2021-11-28 18:39:02 main:574] : INFO : Epoch 1804 | loss: 0.031229 | val_loss: 0.0312302 | Time: 2245.49 ms [2021-11-28 18:39:04 main:574] : INFO : Epoch 1805 | loss: 0.0312296 | val_loss: 0.0312271 | Time: 2205.16 ms [2021-11-28 18:39:06 main:574] : INFO : Epoch 1806 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 2234.37 ms [2021-11-28 18:39:09 main:574] : INFO : Epoch 1807 | loss: 0.031228 | val_loss: 0.0312272 | Time: 2192.3 ms [2021-11-28 18:39:11 main:574] : INFO : Epoch 1808 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 2238.29 ms [2021-11-28 18:39:13 main:574] : INFO : Epoch 1809 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 2222.13 ms [2021-11-28 18:39:15 main:574] : INFO : Epoch 1810 | loss: 0.0312281 | val_loss: 0.0312279 | Time: 2198.01 ms [2021-11-28 18:39:18 main:574] : INFO : Epoch 1811 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 2211.34 ms [2021-11-28 18:39:20 main:574] : INFO : Epoch 1812 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 2225.98 ms [2021-11-28 18:39:22 main:574] : INFO : Epoch 1813 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 2224.62 ms [2021-11-28 18:39:24 main:574] : INFO : Epoch 1814 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 2225.64 ms [2021-11-28 18:39:26 main:574] : INFO : Epoch 1815 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 2220.17 ms [2021-11-28 18:39:29 main:574] : INFO : Epoch 1816 | loss: 0.031228 | val_loss: 0.0312271 | Time: 2203.3 ms [2021-11-28 18:39:31 main:574] : INFO : Epoch 1817 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2209.55 ms [2021-11-28 18:39:33 main:574] : INFO : Epoch 1818 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 2220.07 ms [2021-11-28 18:39:35 main:574] : INFO : Epoch 1819 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 2232.62 ms [2021-11-28 18:39:38 main:574] : INFO : Epoch 1820 | loss: 0.0312282 | val_loss: 0.0312274 | Time: 2214.21 ms [2021-11-28 18:39:40 main:574] : INFO : Epoch 1821 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 2231.33 ms [2021-11-28 18:39:42 main:574] : INFO : Epoch 1822 | loss: 0.0312284 | val_loss: 0.031227 | Time: 2195.75 ms [2021-11-28 18:39:44 main:574] : INFO : Epoch 1823 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2243.29 ms [2021-11-28 18:39:46 main:574] : INFO : Epoch 1824 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 2198.65 ms [2021-11-28 18:39:49 main:574] : INFO : Epoch 1825 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 2243.79 ms [2021-11-28 18:39:51 main:574] : INFO : Epoch 1826 | loss: 0.0312279 | val_loss: 0.031227 | Time: 2210.14 ms [2021-11-28 18:39:53 main:574] : INFO : Epoch 1827 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 2230.87 ms [2021-11-28 18:39:55 main:574] : INFO : Epoch 1828 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 2217.09 ms [2021-11-28 18:39:58 main:574] : INFO : Epoch 1829 | loss: 0.0312286 | val_loss: 0.0312285 | Time: 2235.86 ms [2021-11-28 18:40:00 main:574] : INFO : Epoch 1830 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 2229.57 ms [2021-11-28 18:40:02 main:574] : INFO : Epoch 1831 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 2228.83 ms [2021-11-28 18:40:04 main:574] : INFO : Epoch 1832 | loss: 0.0312279 | val_loss: 0.0312271 | Time: 2231.29 ms [2021-11-28 18:40:06 main:574] : INFO : Epoch 1833 | loss: 0.031228 | val_loss: 0.0312269 | Time: 2238.79 ms [2021-11-28 18:40:09 main:574] : INFO : Epoch 1834 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 2235.04 ms [2021-11-28 18:40:11 main:574] : INFO : Epoch 1835 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2237.72 ms [2021-11-28 18:40:13 main:574] : INFO : Epoch 1836 | loss: 0.0312284 | val_loss: 0.031228 | Time: 2224.69 ms [2021-11-28 18:40:15 main:574] : INFO : Epoch 1837 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 2250.54 ms [2021-11-28 18:40:18 main:574] : INFO : Epoch 1838 | loss: 0.0312292 | val_loss: 0.0312285 | Time: 2231 ms [2021-11-28 18:40:20 main:574] : INFO : Epoch 1839 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 2199.54 ms [2021-11-28 18:40:22 main:574] : INFO : Epoch 1840 | loss: 0.031228 | val_loss: 0.0312269 | Time: 2229.82 ms [2021-11-28 18:40:24 main:574] : INFO : Epoch 1841 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2242.89 ms [2021-11-28 18:40:27 main:574] : INFO : Epoch 1842 | loss: 0.0312282 | val_loss: 0.031227 | Time: 2242.16 ms [2021-11-28 18:40:29 main:574] : INFO : Epoch 1843 | loss: 0.0312283 | val_loss: 0.0312279 | Time: 2228.98 ms [2021-11-28 18:40:31 main:574] : INFO : Epoch 1844 | loss: 0.0312286 | val_loss: 0.0312272 | Time: 2227.13 ms [2021-11-28 18:40:33 main:574] : INFO : Epoch 1845 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 2221.94 ms [2021-11-28 18:40:36 main:574] : INFO : Epoch 1846 | loss: 0.0312291 | val_loss: 0.0312284 | Time: 2212.59 ms [2021-11-28 18:40:38 main:574] : INFO : Epoch 1847 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 2223.68 ms [2021-11-28 18:40:40 main:574] : INFO : Epoch 1848 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2230.5 ms [2021-11-28 18:40:42 main:574] : INFO : Epoch 1849 | loss: 0.0312282 | val_loss: 0.0312276 | Time: 2217.34 ms [2021-11-28 18:40:44 main:574] : INFO : Epoch 1850 | loss: 0.0312289 | val_loss: 0.0312289 | Time: 2204.54 ms [2021-11-28 18:40:47 main:574] : INFO : Epoch 1851 | loss: 0.0312298 | val_loss: 0.031227 | Time: 2237.57 ms [2021-11-28 18:40:49 main:574] : INFO : Epoch 1852 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 2209.85 ms [2021-11-28 18:40:51 main:574] : INFO : Epoch 1853 | loss: 0.0312287 | val_loss: 0.0312285 | Time: 2215.18 ms [2021-11-28 18:40:53 main:574] : INFO : Epoch 1854 | loss: 0.0312289 | val_loss: 0.0312295 | Time: 2224.6 ms [2021-11-28 18:40:56 main:574] : INFO : Epoch 1855 | loss: 0.031229 | val_loss: 0.0312275 | Time: 2244.43 ms [2021-11-28 18:40:58 main:574] : INFO : Epoch 1856 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2252.63 ms [2021-11-28 18:41:00 main:574] : INFO : Epoch 1857 | loss: 0.0312283 | val_loss: 0.0312279 | Time: 2206.45 ms [2021-11-28 18:41:02 main:574] : INFO : Epoch 1858 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 2204.55 ms [2021-11-28 18:41:05 main:574] : INFO : Epoch 1859 | loss: 0.031228 | val_loss: 0.0312269 | Time: 2264.7 ms [2021-11-28 18:41:07 main:574] : INFO : Epoch 1860 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 2198.29 ms [2021-11-28 18:41:09 main:574] : INFO : Epoch 1861 | loss: 0.0312285 | val_loss: 0.031227 | Time: 2229.47 ms [2021-11-28 18:41:11 main:574] : INFO : Epoch 1862 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 2209.63 ms [2021-11-28 18:41:13 main:574] : INFO : Epoch 1863 | loss: 0.0312285 | val_loss: 0.0312303 | Time: 2231.46 ms [2021-11-28 18:41:16 main:574] : INFO : Epoch 1864 | loss: 0.03123 | val_loss: 0.0312276 | Time: 2212.86 ms [2021-11-28 18:41:18 main:574] : INFO : Epoch 1865 | loss: 0.031229 | val_loss: 0.031227 | Time: 2224.21 ms [2021-11-28 18:41:20 main:574] : INFO : Epoch 1866 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 2218.48 ms [2021-11-28 18:41:22 main:574] : INFO : Epoch 1867 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2263.92 ms [2021-11-28 18:41:25 main:574] : INFO : Epoch 1868 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 2204.96 ms [2021-11-28 18:41:27 main:574] : INFO : Epoch 1869 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 2253.76 ms [2021-11-28 18:41:29 main:574] : INFO : Epoch 1870 | loss: 0.0312284 | val_loss: 0.031227 | Time: 2224.71 ms [2021-11-28 18:41:31 main:574] : INFO : Epoch 1871 | loss: 0.0312291 | val_loss: 0.0312288 | Time: 2222 ms [2021-11-28 18:41:33 main:574] : INFO : Epoch 1872 | loss: 0.0312286 | val_loss: 0.0312271 | Time: 2195.53 ms [2021-11-28 18:41:36 main:574] : INFO : Epoch 1873 | loss: 0.0312284 | val_loss: 0.0312297 | Time: 2228.92 ms [2021-11-28 18:41:38 main:574] : INFO : Epoch 1874 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 2227.73 ms [2021-11-28 18:41:40 main:574] : INFO : Epoch 1875 | loss: 0.031228 | val_loss: 0.031227 | Time: 2232.76 ms [2021-11-28 18:41:42 main:574] : INFO : Epoch 1876 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 2214.7 ms [2021-11-28 18:41:45 main:574] : INFO : Epoch 1877 | loss: 0.0312279 | val_loss: 0.0312272 | Time: 2195.82 ms [2021-11-28 18:41:47 main:574] : INFO : Epoch 1878 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 2214.77 ms [2021-11-28 18:41:49 main:574] : INFO : Epoch 1879 | loss: 0.0312281 | val_loss: 0.0312274 | Time: 2197.49 ms [2021-11-28 18:41:51 main:574] : INFO : Epoch 1880 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2229.39 ms [2021-11-28 18:41:53 main:574] : INFO : Epoch 1881 | loss: 0.0312294 | val_loss: 0.0312303 | Time: 2232.37 ms [2021-11-28 18:41:56 main:574] : INFO : Epoch 1882 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 2213.84 ms [2021-11-28 18:41:58 main:574] : INFO : Epoch 1883 | loss: 0.0312289 | val_loss: 0.0312284 | Time: 2179.62 ms [2021-11-28 18:42:00 main:574] : INFO : Epoch 1884 | loss: 0.0312283 | val_loss: 0.031228 | Time: 2247.23 ms [2021-11-28 18:42:02 main:574] : INFO : Epoch 1885 | loss: 0.0312285 | val_loss: 0.031228 | Time: 2204.98 ms [2021-11-28 18:42:05 main:574] : INFO : Epoch 1886 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 2230.82 ms [2021-11-28 18:42:07 main:574] : INFO : Epoch 1887 | loss: 0.0312283 | val_loss: 0.0312279 | Time: 2248.53 ms [2021-11-28 18:42:09 main:574] : INFO : Epoch 1888 | loss: 0.0312286 | val_loss: 0.0312272 | Time: 2203.73 ms [2021-11-28 18:42:11 main:574] : INFO : Epoch 1889 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 2207.6 ms [2021-11-28 18:42:13 main:574] : INFO : Epoch 1890 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 2198.11 ms [2021-11-28 18:42:16 main:574] : INFO : Epoch 1891 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 2216.94 ms [2021-11-28 18:42:18 main:574] : INFO : Epoch 1892 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 2212.19 ms [2021-11-28 18:42:20 main:574] : INFO : Epoch 1893 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 2236.5 ms [2021-11-28 18:42:22 main:574] : INFO : Epoch 1894 | loss: 0.0312279 | val_loss: 0.0312275 | Time: 2252.52 ms [2021-11-28 18:42:25 main:574] : INFO : Epoch 1895 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 2193.55 ms [2021-11-28 18:42:27 main:574] : INFO : Epoch 1896 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 2259.6 ms [2021-11-28 18:42:29 main:574] : INFO : Epoch 1897 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 2227.65 ms [2021-11-28 18:42:31 main:574] : INFO : Epoch 1898 | loss: 0.031228 | val_loss: 0.0312269 | Time: 2221.85 ms [2021-11-28 18:42:33 main:574] : INFO : Epoch 1899 | loss: 0.0312289 | val_loss: 0.0312283 | Time: 2229.11 ms [2021-11-28 18:42:36 main:574] : INFO : Epoch 1900 | loss: 0.0312285 | val_loss: 0.031227 | Time: 2222.89 ms [2021-11-28 18:42:38 main:574] : INFO : Epoch 1901 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 2241.7 ms [2021-11-28 18:42:40 main:574] : INFO : Epoch 1902 | loss: 0.0312283 | val_loss: 0.031227 | Time: 2213.49 ms [2021-11-28 18:42:42 main:574] : INFO : Epoch 1903 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 2232.44 ms [2021-11-28 18:42:45 main:574] : INFO : Epoch 1904 | loss: 0.0312283 | val_loss: 0.0312278 | Time: 2242.19 ms [2021-11-28 18:42:47 main:574] : INFO : Epoch 1905 | loss: 0.0312292 | val_loss: 0.0312291 | Time: 2228.56 ms [2021-11-28 18:42:49 main:574] : INFO : Epoch 1906 | loss: 0.0312293 | val_loss: 0.0312272 | Time: 2233.62 ms [2021-11-28 18:42:51 main:574] : INFO : Epoch 1907 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 2223.05 ms [2021-11-28 18:42:54 main:574] : INFO : Epoch 1908 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 2218.77 ms [2021-11-28 18:42:56 main:574] : INFO : Epoch 1909 | loss: 0.0312285 | val_loss: 0.0312298 | Time: 2217.11 ms [2021-11-28 18:42:58 main:574] : INFO : Epoch 1910 | loss: 0.0312299 | val_loss: 0.0312278 | Time: 2184.25 ms [2021-11-28 18:43:00 main:574] : INFO : Epoch 1911 | loss: 0.031229 | val_loss: 0.0312271 | Time: 2234.76 ms [2021-11-28 18:43:02 main:574] : INFO : Epoch 1912 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 2213.94 ms [2021-11-28 18:43:05 main:574] : INFO : Epoch 1913 | loss: 0.0312292 | val_loss: 0.0312289 | Time: 2217.13 ms [2021-11-28 18:43:07 main:574] : INFO : Epoch 1914 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 2228.61 ms [2021-11-28 18:43:09 main:574] : INFO : Epoch 1915 | loss: 0.0312284 | val_loss: 0.0312274 | Time: 2210.99 ms [2021-11-28 18:43:11 main:574] : INFO : Epoch 1916 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 2241.69 ms [2021-11-28 18:43:14 main:574] : INFO : Epoch 1917 | loss: 0.0312279 | val_loss: 0.0312277 | Time: 2219.12 ms [2021-11-28 18:43:16 main:574] : INFO : Epoch 1918 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 2220.49 ms [2021-11-28 18:43:18 main:574] : INFO : Epoch 1919 | loss: 0.031228 | val_loss: 0.0312271 | Time: 2242.7 ms [2021-11-28 18:43:20 main:574] : INFO : Epoch 1920 | loss: 0.031228 | val_loss: 0.0312273 | Time: 2217.86 ms [2021-11-28 18:43:22 main:574] : INFO : Epoch 1921 | loss: 0.0312286 | val_loss: 0.0312289 | Time: 2211.29 ms [2021-11-28 18:43:25 main:574] : INFO : Epoch 1922 | loss: 0.0312282 | val_loss: 0.031228 | Time: 2222.86 ms [2021-11-28 18:43:27 main:574] : INFO : Epoch 1923 | loss: 0.031229 | val_loss: 0.031228 | Time: 2223.76 ms [2021-11-28 18:43:29 main:574] : INFO : Epoch 1924 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 2261.62 ms [2021-11-28 18:43:31 main:574] : INFO : Epoch 1925 | loss: 0.031228 | val_loss: 0.031227 | Time: 2226.57 ms [2021-11-28 18:43:34 main:574] : INFO : Epoch 1926 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 2215.76 ms [2021-11-28 18:43:36 main:574] : INFO : Epoch 1927 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 2218.6 ms [2021-11-28 18:43:38 main:574] : INFO : Epoch 1928 | loss: 0.0312293 | val_loss: 0.031229 | Time: 2242.95 ms [2021-11-28 18:43:40 main:574] : INFO : Epoch 1929 | loss: 0.0312294 | val_loss: 0.0312294 | Time: 2213.38 ms [2021-11-28 18:43:43 main:574] : INFO : Epoch 1930 | loss: 0.0312322 | val_loss: 0.0312281 | Time: 2229.91 ms [2021-11-28 18:43:45 main:574] : INFO : Epoch 1931 | loss: 0.0312285 | val_loss: 0.0312277 | Time: 2207.14 ms [2021-11-28 18:43:47 main:574] : INFO : Epoch 1932 | loss: 0.0312281 | val_loss: 0.0312279 | Time: 2214.68 ms [2021-11-28 18:43:49 main:574] : INFO : Epoch 1933 | loss: 0.0312292 | val_loss: 0.0312309 | Time: 2236.22 ms [2021-11-28 18:43:51 main:574] : INFO : Epoch 1934 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 2260.55 ms [2021-11-28 18:43:54 main:574] : INFO : Epoch 1935 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 2212.44 ms [2021-11-28 18:43:56 main:574] : INFO : Epoch 1936 | loss: 0.0312284 | val_loss: 0.0312278 | Time: 2223.2 ms [2021-11-28 18:43:58 main:574] : INFO : Epoch 1937 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 2221.22 ms [2021-11-28 18:44:00 main:574] : INFO : Epoch 1938 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 2210.18 ms [2021-11-28 18:44:03 main:574] : INFO : Epoch 1939 | loss: 0.0312289 | val_loss: 0.0312276 | Time: 2211.49 ms [2021-11-28 18:44:05 main:574] : INFO : Epoch 1940 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2221.73 ms [2021-11-28 18:44:07 main:574] : INFO : Epoch 1941 | loss: 0.0312285 | val_loss: 0.031227 | Time: 2207.03 ms [2021-11-28 18:44:09 main:574] : INFO : Epoch 1942 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 2224.52 ms [2021-11-28 18:44:11 main:574] : INFO : Epoch 1943 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 2233.98 ms [2021-11-28 18:44:14 main:574] : INFO : Epoch 1944 | loss: 0.0312286 | val_loss: 0.0312327 | Time: 2221.87 ms [2021-11-28 18:44:16 main:574] : INFO : Epoch 1945 | loss: 0.0312293 | val_loss: 0.0312287 | Time: 2217.23 ms [2021-11-28 18:44:18 main:574] : INFO : Epoch 1946 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 2204.42 ms [2021-11-28 18:44:20 main:574] : INFO : Epoch 1947 | loss: 0.0312308 | val_loss: 0.031228 | Time: 2224.32 ms [2021-11-28 18:44:23 main:574] : INFO : Epoch 1948 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 2226.97 ms [2021-11-28 18:44:25 main:574] : INFO : Epoch 1949 | loss: 0.031228 | val_loss: 0.0312294 | Time: 2246.8 ms [2021-11-28 18:44:27 main:574] : INFO : Epoch 1950 | loss: 0.0312294 | val_loss: 0.0312296 | Time: 2220.92 ms [2021-11-28 18:44:29 main:574] : INFO : Epoch 1951 | loss: 0.0312293 | val_loss: 0.0312269 | Time: 2230.79 ms [2021-11-28 18:44:32 main:574] : INFO : Epoch 1952 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 2201.87 ms [2021-11-28 18:44:34 main:574] : INFO : Epoch 1953 | loss: 0.0312291 | val_loss: 0.0312289 | Time: 2218.11 ms [2021-11-28 18:44:36 main:574] : INFO : Epoch 1954 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 2229.63 ms [2021-11-28 18:44:38 main:574] : INFO : Epoch 1955 | loss: 0.0312298 | val_loss: 0.0312275 | Time: 2212.98 ms [2021-11-28 18:44:40 main:574] : INFO : Epoch 1956 | loss: 0.0312292 | val_loss: 0.0312293 | Time: 2219.64 ms [2021-11-28 18:44:43 main:574] : INFO : Epoch 1957 | loss: 0.0312302 | val_loss: 0.03123 | Time: 2206.44 ms [2021-11-28 18:44:45 main:574] : INFO : Epoch 1958 | loss: 0.0312291 | val_loss: 0.0312272 | Time: 2198.5 ms [2021-11-28 18:44:47 main:574] : INFO : Epoch 1959 | loss: 0.0312297 | val_loss: 0.0312319 | Time: 2233.72 ms [2021-11-28 18:44:49 main:574] : INFO : Epoch 1960 | loss: 0.0312303 | val_loss: 0.0312288 | Time: 2222.7 ms [2021-11-28 18:44:51 main:574] : INFO : Epoch 1961 | loss: 0.0312298 | val_loss: 0.0312301 | Time: 2204.82 ms [2021-11-28 18:44:54 main:574] : INFO : Epoch 1962 | loss: 0.0312306 | val_loss: 0.0312321 | Time: 2232.71 ms [2021-11-28 18:44:56 main:574] : INFO : Epoch 1963 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 2221.19 ms [2021-11-28 18:44:58 main:574] : INFO : Epoch 1964 | loss: 0.0312291 | val_loss: 0.0312272 | Time: 2216.77 ms [2021-11-28 18:45:00 main:574] : INFO : Epoch 1965 | loss: 0.031229 | val_loss: 0.0312279 | Time: 2243.17 ms [2021-11-28 18:45:03 main:574] : INFO : Epoch 1966 | loss: 0.0312293 | val_loss: 0.0312281 | Time: 2198.15 ms [2021-11-28 18:45:05 main:574] : INFO : Epoch 1967 | loss: 0.0312294 | val_loss: 0.0312299 | Time: 2249.73 ms [2021-11-28 18:45:07 main:574] : INFO : Epoch 1968 | loss: 0.0312292 | val_loss: 0.0312271 | Time: 2218.38 ms [2021-11-28 18:45:09 main:574] : INFO : Epoch 1969 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 2235.23 ms [2021-11-28 18:45:12 main:574] : INFO : Epoch 1970 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 2207.93 ms [2021-11-28 18:45:14 main:574] : INFO : Epoch 1971 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 2216.45 ms [2021-11-28 18:45:16 main:574] : INFO : Epoch 1972 | loss: 0.0312295 | val_loss: 0.0312294 | Time: 2253.1 ms [2021-11-28 18:45:18 main:574] : INFO : Epoch 1973 | loss: 0.0312289 | val_loss: 0.0312277 | Time: 2196.21 ms [2021-11-28 18:45:20 main:574] : INFO : Epoch 1974 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 2226.21 ms [2021-11-28 18:45:23 main:574] : INFO : Epoch 1975 | loss: 0.0312293 | val_loss: 0.0312273 | Time: 2199.33 ms [2021-11-28 18:45:25 main:574] : INFO : Epoch 1976 | loss: 0.0312295 | val_loss: 0.0312279 | Time: 2232.63 ms [2021-11-28 18:45:27 main:574] : INFO : Epoch 1977 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 2187.47 ms [2021-11-28 18:45:29 main:574] : INFO : Epoch 1978 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 2231.63 ms [2021-11-28 18:45:32 main:574] : INFO : Epoch 1979 | loss: 0.0312298 | val_loss: 0.0312272 | Time: 2213.1 ms [2021-11-28 18:45:34 main:574] : INFO : Epoch 1980 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 2214.36 ms [2021-11-28 18:45:36 main:574] : INFO : Epoch 1981 | loss: 0.0312284 | val_loss: 0.0312274 | Time: 2231.4 ms [2021-11-28 18:45:38 main:574] : INFO : Epoch 1982 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 2200.6 ms [2021-11-28 18:45:40 main:574] : INFO : Epoch 1983 | loss: 0.0312286 | val_loss: 0.0312287 | Time: 2211.4 ms [2021-11-28 18:45:43 main:574] : INFO : Epoch 1984 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 2231.66 ms [2021-11-28 18:45:45 main:574] : INFO : Epoch 1985 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 2202.67 ms [2021-11-28 18:45:47 main:574] : INFO : Epoch 1986 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 2214.26 ms [2021-11-28 18:45:49 main:574] : INFO : Epoch 1987 | loss: 0.0312289 | val_loss: 0.0312292 | Time: 2232.1 ms [2021-11-28 18:45:52 main:574] : INFO : Epoch 1988 | loss: 0.03123 | val_loss: 0.031231 | Time: 2215.37 ms [2021-11-28 18:45:54 main:574] : INFO : Epoch 1989 | loss: 0.0312306 | val_loss: 0.03123 | Time: 2224.27 ms [2021-11-28 18:45:56 main:574] : INFO : Epoch 1990 | loss: 0.031229 | val_loss: 0.0312272 | Time: 2220.41 ms [2021-11-28 18:45:58 main:574] : INFO : Epoch 1991 | loss: 0.0312295 | val_loss: 0.031227 | Time: 2216.12 ms [2021-11-28 18:46:00 main:574] : INFO : Epoch 1992 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 2202.92 ms [2021-11-28 18:46:03 main:574] : INFO : Epoch 1993 | loss: 0.0312301 | val_loss: 0.0312304 | Time: 2224.97 ms [2021-11-28 18:46:05 main:574] : INFO : Epoch 1994 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 2218.18 ms [2021-11-28 18:46:07 main:574] : INFO : Epoch 1995 | loss: 0.0312289 | val_loss: 0.0312273 | Time: 2214.61 ms [2021-11-28 18:46:09 main:574] : INFO : Epoch 1996 | loss: 0.031229 | val_loss: 0.0312272 | Time: 2240.86 ms [2021-11-28 18:46:12 main:574] : INFO : Epoch 1997 | loss: 0.0312285 | val_loss: 0.0312268 | Time: 2225.99 ms [2021-11-28 18:46:14 main:574] : INFO : Epoch 1998 | loss: 0.0312289 | val_loss: 0.0312299 | Time: 2213.57 ms [2021-11-28 18:46:16 main:574] : INFO : Epoch 1999 | loss: 0.0312294 | val_loss: 0.0312276 | Time: 2202.6 ms [2021-11-28 18:46:18 main:574] : INFO : Epoch 2000 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 2216.5 ms [2021-11-28 18:46:20 main:574] : INFO : Epoch 2001 | loss: 0.0312283 | val_loss: 0.0312277 | Time: 2220.09 ms [2021-11-28 18:46:23 main:574] : INFO : Epoch 2002 | loss: 0.0312298 | val_loss: 0.0312314 | Time: 2222.44 ms [2021-11-28 18:46:25 main:574] : INFO : Epoch 2003 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 2204.74 ms [2021-11-28 18:46:27 main:574] : INFO : Epoch 2004 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 2188.5 ms [2021-11-28 18:46:29 main:574] : INFO : Epoch 2005 | loss: 0.031228 | val_loss: 0.0312278 | Time: 2245.99 ms [2021-11-28 18:46:31 main:574] : INFO : Epoch 2006 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 2208.46 ms [2021-11-28 18:46:34 main:574] : INFO : Epoch 2007 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 2218.03 ms [2021-11-28 18:46:36 main:574] : INFO : Epoch 2008 | loss: 0.0312288 | val_loss: 0.0312276 | Time: 2217.75 ms [2021-11-28 18:46:38 main:574] : INFO : Epoch 2009 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 2222.18 ms [2021-11-28 18:46:40 main:574] : INFO : Epoch 2010 | loss: 0.031229 | val_loss: 0.0312278 | Time: 2218.24 ms [2021-11-28 18:46:43 main:574] : INFO : Epoch 2011 | loss: 0.0312295 | val_loss: 0.0312315 | Time: 2213.81 ms [2021-11-28 18:46:45 main:574] : INFO : Epoch 2012 | loss: 0.0312299 | val_loss: 0.0312273 | Time: 2231.76 ms [2021-11-28 18:46:47 main:574] : INFO : Epoch 2013 | loss: 0.0312288 | val_loss: 0.0312279 | Time: 2203.27 ms [2021-11-28 18:46:49 main:574] : INFO : Epoch 2014 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 2241.7 ms [2021-11-28 18:46:51 main:574] : INFO : Epoch 2015 | loss: 0.0312289 | val_loss: 0.0312272 | Time: 2204.44 ms [2021-11-28 18:46:54 main:574] : INFO : Epoch 2016 | loss: 0.031229 | val_loss: 0.031228 | Time: 2249.1 ms [2021-11-28 18:46:56 main:574] : INFO : Epoch 2017 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 2210.9 ms [2021-11-28 18:46:58 main:574] : INFO : Epoch 2018 | loss: 0.0312288 | val_loss: 0.0312277 | Time: 2241.07 ms [2021-11-28 18:47:00 main:574] : INFO : Epoch 2019 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2222.38 ms [2021-11-28 18:47:03 main:574] : INFO : Epoch 2020 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 2210.6 ms [2021-11-28 18:47:05 main:574] : INFO : Epoch 2021 | loss: 0.0312291 | val_loss: 0.0312277 | Time: 2210.01 ms [2021-11-28 18:47:07 main:574] : INFO : Epoch 2022 | loss: 0.0312291 | val_loss: 0.0312293 | Time: 2246.26 ms [2021-11-28 18:47:09 main:574] : INFO : Epoch 2023 | loss: 0.0312326 | val_loss: 0.0312345 | Time: 2219.16 ms [2021-11-28 18:47:12 main:574] : INFO : Epoch 2024 | loss: 0.0312293 | val_loss: 0.0312279 | Time: 2228.26 ms [2021-11-28 18:47:14 main:574] : INFO : Epoch 2025 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 2227.08 ms [2021-11-28 18:47:16 main:574] : INFO : Epoch 2026 | loss: 0.0312289 | val_loss: 0.031227 | Time: 2222.98 ms [2021-11-28 18:47:18 main:574] : INFO : Epoch 2027 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 2243.3 ms [2021-11-28 18:47:20 main:574] : INFO : Epoch 2028 | loss: 0.031228 | val_loss: 0.0312271 | Time: 2212 ms [2021-11-28 18:47:23 main:574] : INFO : Epoch 2029 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 2211.31 ms [2021-11-28 18:47:25 main:574] : INFO : Epoch 2030 | loss: 0.0312281 | val_loss: 0.0312286 | Time: 2235.92 ms [2021-11-28 18:47:27 main:574] : INFO : Epoch 2031 | loss: 0.0312295 | val_loss: 0.031227 | Time: 2193.86 ms [2021-11-28 18:47:29 main:574] : INFO : Epoch 2032 | loss: 0.031228 | val_loss: 0.0312285 | Time: 2217.33 ms [2021-11-28 18:47:32 main:574] : INFO : Epoch 2033 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 2238.48 ms [2021-11-28 18:47:34 main:574] : INFO : Epoch 2034 | loss: 0.0312292 | val_loss: 0.0312281 | Time: 2229.18 ms [2021-11-28 18:47:36 main:574] : INFO : Epoch 2035 | loss: 0.0312284 | val_loss: 0.0312276 | Time: 2254.96 ms [2021-11-28 18:47:38 main:574] : INFO : Epoch 2036 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 2224.57 ms [2021-11-28 18:47:41 main:574] : INFO : Epoch 2037 | loss: 0.0312286 | val_loss: 0.031228 | Time: 2218.95 ms [2021-11-28 18:47:43 main:574] : INFO : Epoch 2038 | loss: 0.0312285 | val_loss: 0.031227 | Time: 2225.54 ms [2021-11-28 18:47:45 main:574] : INFO : Epoch 2039 | loss: 0.031229 | val_loss: 0.0312321 | Time: 2203.68 ms [2021-11-28 18:47:47 main:574] : INFO : Epoch 2040 | loss: 0.0312294 | val_loss: 0.0312274 | Time: 2238.8 ms [2021-11-28 18:47:49 main:574] : INFO : Epoch 2041 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 2234.93 ms [2021-11-28 18:47:52 main:574] : INFO : Epoch 2042 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 2186.14 ms [2021-11-28 18:47:54 main:574] : INFO : Epoch 2043 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 2226.85 ms [2021-11-28 18:47:56 main:574] : INFO : Epoch 2044 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 2187.05 ms [2021-11-28 18:47:58 main:574] : INFO : Epoch 2045 | loss: 0.0312282 | val_loss: 0.0312275 | Time: 2234.56 ms [2021-11-28 18:48:00 main:574] : INFO : Epoch 2046 | loss: 0.0312282 | val_loss: 0.0312274 | Time: 2203 ms [2021-11-28 18:48:03 main:574] : INFO : Epoch 2047 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 2230.48 ms [2021-11-28 18:48:05 main:574] : INFO : Epoch 2048 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 2215.07 ms [2021-11-28 18:48:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312269 [2021-11-28 18:48:05 main:603] : INFO : Saving end state to config to file [2021-11-28 18:48:05 main:608] : INFO : Success, exiting.. 18:48:05 (10812): 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)