Task 12963035
| Name | ParityModified-1647044805-4857-0_0 |
| Workunit | 10095084 |
| Created | 12 Mar 2022, 0:26:48 UTC |
| Sent | 15 Mar 2022, 14:04:59 UTC |
| Report deadline | 23 Mar 2022, 14:04:59 UTC |
| Received | 17 Mar 2022, 15:10:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 13 min 29 sec |
| CPU time | 3 hours 12 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0312298 | Time: 6167.26 ms [2022-03-17 06:23:20 main:574] : INFO : Epoch 1542 | loss: 0.0311 | val_loss: 0.0312373 | Time: 5427.88 ms [2022-03-17 06:23:25 main:574] : INFO : Epoch 1543 | loss: 0.0310998 | val_loss: 0.0312326 | Time: 5398.73 ms [2022-03-17 06:23:31 main:574] : INFO : Epoch 1544 | loss: 0.0310996 | val_loss: 0.0312345 | Time: 5437.3 ms [2022-03-17 06:23:36 main:574] : INFO : Epoch 1545 | loss: 0.0311004 | val_loss: 0.0312317 | Time: 5558.89 ms [2022-03-17 06:23:42 main:574] : INFO : Epoch 1546 | loss: 0.0310999 | val_loss: 0.0312341 | Time: 5422.92 ms [2022-03-17 06:23:47 main:574] : INFO : Epoch 1547 | loss: 0.0310995 | val_loss: 0.0312338 | Time: 5458.94 ms [2022-03-17 06:23:53 main:574] : INFO : Epoch 1548 | loss: 0.0311003 | val_loss: 0.0312309 | Time: 5430.19 ms [2022-03-17 06:23:58 main:574] : INFO : Epoch 1549 | loss: 0.0311002 | val_loss: 0.0312351 | Time: 5462.53 ms [2022-03-17 06:24:04 main:574] : INFO : Epoch 1550 | loss: 0.0311002 | val_loss: 0.0312287 | Time: 5442.63 ms [2022-03-17 06:24:09 main:574] : INFO : Epoch 1551 | loss: 0.0311 | val_loss: 0.0312333 | Time: 5509.57 ms [2022-03-17 06:24:15 main:574] : INFO : Epoch 1552 | loss: 0.0310999 | val_loss: 0.0312364 | Time: 5670.62 ms [2022-03-17 06:24:21 main:574] : INFO : Epoch 1553 | loss: 0.0310999 | val_loss: 0.0312326 | Time: 6119.51 ms [2022-03-17 06:24:27 main:574] : INFO : Epoch 1554 | loss: 0.0310997 | val_loss: 0.0312326 | Time: 5751.61 ms [2022-03-17 06:24:33 main:574] : INFO : Epoch 1555 | loss: 0.0310999 | val_loss: 0.0312326 | Time: 6055.31 ms [2022-03-17 06:24:39 main:574] : INFO : Epoch 1556 | loss: 0.0311014 | val_loss: 0.0312343 | Time: 5991.75 ms [2022-03-17 06:24:44 main:574] : INFO : Epoch 1557 | loss: 0.0311 | val_loss: 0.0312352 | Time: 5515.14 ms [2022-03-17 06:24:50 main:574] : INFO : Epoch 1558 | loss: 0.0311002 | val_loss: 0.0312325 | Time: 5506.68 ms [2022-03-17 06:24:55 main:574] : INFO : Epoch 1559 | loss: 0.0310996 | val_loss: 0.0312347 | Time: 5491.51 ms [2022-03-17 06:25:01 main:574] : INFO : Epoch 1560 | loss: 0.0310997 | val_loss: 0.0312338 | Time: 5458.52 ms [2022-03-17 06:25:06 main:574] : INFO : Epoch 1561 | loss: 0.0310997 | val_loss: 0.031232 | Time: 5482.15 ms [2022-03-17 06:25:12 main:574] : INFO : Epoch 1562 | loss: 0.0310998 | val_loss: 0.0312369 | Time: 5500.19 ms [2022-03-17 06:25:17 main:574] : INFO : Epoch 1563 | loss: 0.0310999 | val_loss: 0.0312326 | Time: 5432.3 ms [2022-03-17 06:25:23 main:574] : INFO : Epoch 1564 | loss: 0.0310999 | val_loss: 0.0312306 | Time: 5445.56 ms [2022-03-17 06:25:28 main:574] : INFO : Epoch 1565 | loss: 0.0311006 | val_loss: 0.0312327 | Time: 5514.46 ms [2022-03-17 06:25:34 main:574] : INFO : Epoch 1566 | loss: 0.0310998 | val_loss: 0.0312317 | Time: 5447.02 ms [2022-03-17 06:25:39 main:574] : INFO : Epoch 1567 | loss: 0.0311002 | val_loss: 0.031235 | Time: 5431.33 ms [2022-03-17 06:25:44 main:574] : INFO : Epoch 1568 | loss: 0.0310999 | val_loss: 0.0312326 | Time: 5433.92 ms [2022-03-17 06:25:50 main:574] : INFO : Epoch 1569 | loss: 0.0310997 | val_loss: 0.0312295 | Time: 5439.65 ms [2022-03-17 06:25:55 main:574] : INFO : Epoch 1570 | loss: 0.0310998 | val_loss: 0.0312356 | Time: 5477.28 ms [2022-03-17 06:26:01 main:574] : INFO : Epoch 1571 | loss: 0.0310996 | val_loss: 0.0312355 | Time: 5534.96 ms [2022-03-17 06:26:06 main:574] : INFO : Epoch 1572 | loss: 0.0310998 | val_loss: 0.0312299 | Time: 5452.42 ms [2022-03-17 06:26:12 main:574] : INFO : Epoch 1573 | loss: 0.0311003 | val_loss: 0.0312379 | Time: 5458.74 ms [2022-03-17 06:26:17 main:574] : INFO : Epoch 1574 | loss: 0.0311005 | val_loss: 0.0312328 | Time: 5444.98 ms [2022-03-17 06:26:23 main:574] : INFO : Epoch 1575 | loss: 0.0310997 | val_loss: 0.0312303 | Time: 6043.88 ms [2022-03-17 06:26:29 main:574] : INFO : Epoch 1576 | loss: 0.0310998 | val_loss: 0.0312341 | Time: 6067.56 ms [2022-03-17 06:26:35 main:574] : INFO : Epoch 1577 | loss: 0.0311001 | val_loss: 0.031239 | Time: 5550.24 ms [2022-03-17 06:26:40 main:574] : INFO : Epoch 1578 | loss: 0.0311 | val_loss: 0.0312304 | Time: 5447.39 ms [2022-03-17 06:26:46 main:574] : INFO : Epoch 1579 | loss: 0.0311006 | val_loss: 0.0312355 | Time: 5507.28 ms [2022-03-17 06:26:51 main:574] : INFO : Epoch 1580 | loss: 0.0311002 | val_loss: 0.0312322 | Time: 5431.92 ms [2022-03-17 06:26:57 main:574] : INFO : Epoch 1581 | loss: 0.0310997 | val_loss: 0.031233 | Time: 5480.43 ms [2022-03-17 06:27:02 main:574] : INFO : Epoch 1582 | loss: 0.0310997 | val_loss: 0.0312356 | Time: 5455.13 ms [2022-03-17 06:27:08 main:574] : INFO : Epoch 1583 | loss: 0.0311006 | val_loss: 0.0312397 | Time: 5455.02 ms [2022-03-17 06:27:13 main:574] : INFO : Epoch 1584 | loss: 0.0311 | val_loss: 0.0312332 | Time: 5491.11 ms [2022-03-17 06:27:19 main:574] : INFO : Epoch 1585 | loss: 0.0311 | val_loss: 0.0312308 | Time: 5429.69 ms [2022-03-17 06:27:24 main:574] : INFO : Epoch 1586 | loss: 0.0311002 | val_loss: 0.0312306 | Time: 5532.24 ms [2022-03-17 06:27:30 main:574] : INFO : Epoch 1587 | loss: 0.0310999 | val_loss: 0.0312365 | Time: 5709.07 ms [2022-03-17 06:27:36 main:574] : INFO : Epoch 1588 | loss: 0.0311004 | val_loss: 0.0312312 | Time: 5640.2 ms [2022-03-17 06:27:41 main:574] : INFO : Epoch 1589 | loss: 0.0310999 | val_loss: 0.0312369 | Time: 5460.78 ms [2022-03-17 06:27:47 main:574] : INFO : Epoch 1590 | loss: 0.0310996 | val_loss: 0.0312353 | Time: 5480.76 ms [2022-03-17 06:27:52 main:574] : INFO : Epoch 1591 | loss: 0.0310999 | val_loss: 0.0312355 | Time: 5448.41 ms [2022-03-17 06:27:58 main:574] : INFO : Epoch 1592 | loss: 0.0311 | val_loss: 0.0312339 | Time: 5515.42 ms [2022-03-17 06:28:03 main:574] : INFO : Epoch 1593 | loss: 0.0311003 | val_loss: 0.0312373 | Time: 5566.24 ms [2022-03-17 06:28:09 main:574] : INFO : Epoch 1594 | loss: 0.0310998 | val_loss: 0.0312358 | Time: 5981.61 ms [2022-03-17 06:28:15 main:574] : INFO : Epoch 1595 | loss: 0.0310999 | val_loss: 0.0312312 | Time: 5641.43 ms [2022-03-17 06:28:20 main:574] : INFO : Epoch 1596 | loss: 0.0310999 | val_loss: 0.0312333 | Time: 5505.51 ms [2022-03-17 06:28:26 main:574] : INFO : Epoch 1597 | loss: 0.0311006 | val_loss: 0.0312311 | Time: 6025.85 ms [2022-03-17 06:28:32 main:574] : INFO : Epoch 1598 | loss: 0.0311001 | val_loss: 0.0312363 | Time: 5793.28 ms [2022-03-17 06:28:38 main:574] : INFO : Epoch 1599 | loss: 0.0311007 | val_loss: 0.0312318 | Time: 5660.45 ms [2022-03-17 06:28:43 main:574] : INFO : Epoch 1600 | loss: 0.0311009 | val_loss: 0.0312305 | Time: 5511.3 ms [2022-03-17 06:28:49 main:574] : INFO : Epoch 1601 | loss: 0.0311 | val_loss: 0.0312294 | Time: 5415.31 ms [2022-03-17 06:28:54 main:574] : INFO : Epoch 1602 | loss: 0.0311 | val_loss: 0.0312362 | Time: 5363.53 ms [2022-03-17 06:29:00 main:574] : INFO : Epoch 1603 | loss: 0.0310999 | val_loss: 0.0312331 | Time: 5489.27 ms [2022-03-17 06:29:05 main:574] : INFO : Epoch 1604 | loss: 0.0311003 | val_loss: 0.0312339 | Time: 5488.51 ms [2022-03-17 06:29:11 main:574] : INFO : Epoch 1605 | loss: 0.0311001 | val_loss: 0.0312286 | Time: 5457.54 ms [2022-03-17 06:29:16 main:574] : INFO : Epoch 1606 | loss: 0.0311004 | val_loss: 0.0312333 | Time: 5429.69 ms [2022-03-17 06:29:21 main:574] : INFO : Epoch 1607 | loss: 0.0310997 | val_loss: 0.0312342 | Time: 5435.37 ms [2022-03-17 06:29:27 main:574] : INFO : Epoch 1608 | loss: 0.0310996 | val_loss: 0.0312333 | Time: 5483.05 ms [2022-03-17 06:29:33 main:574] : INFO : Epoch 1609 | loss: 0.0310998 | val_loss: 0.0312364 | Time: 5619.06 ms [2022-03-17 06:29:38 main:574] : INFO : Epoch 1610 | loss: 0.0311 | val_loss: 0.031233 | Time: 5490.1 ms [2022-03-17 06:29:44 main:574] : INFO : Epoch 1611 | loss: 0.0311 | val_loss: 0.0312325 | Time: 5474.09 ms [2022-03-17 06:29:49 main:574] : INFO : Epoch 1612 | loss: 0.0311016 | val_loss: 0.0312358 | Time: 5921.48 ms [2022-03-17 06:29:55 main:574] : INFO : Epoch 1613 | loss: 0.0311035 | val_loss: 0.0312318 | Time: 5699.31 ms [2022-03-17 06:30:01 main:574] : INFO : Epoch 1614 | loss: 0.0311034 | val_loss: 0.0312342 | Time: 5442.31 ms [2022-03-17 06:30:06 main:574] : INFO : Epoch 1615 | loss: 0.0311006 | val_loss: 0.0312344 | Time: 5493.13 ms [2022-03-17 06:30:12 main:574] : INFO : Epoch 1616 | loss: 0.0310997 | val_loss: 0.0312369 | Time: 5440.21 ms [2022-03-17 06:30:17 main:574] : INFO : Epoch 1617 | loss: 0.0310999 | val_loss: 0.0312314 | Time: 5487.88 ms [2022-03-17 06:30:23 main:574] : INFO : Epoch 1618 | loss: 0.0311003 | val_loss: 0.0312363 | Time: 5495.93 ms [2022-03-17 06:30:28 main:574] : INFO : Epoch 1619 | loss: 0.0311004 | val_loss: 0.0312388 | Time: 5422.51 ms [2022-03-17 06:30:33 main:574] : INFO : Epoch 1620 | loss: 0.0311009 | val_loss: 0.0312395 | Time: 5476.61 ms [2022-03-17 06:30:39 main:574] : INFO : Epoch 1621 | loss: 0.0311013 | val_loss: 0.0312397 | Time: 5397.61 ms [2022-03-17 06:30:44 main:574] : INFO : Epoch 1622 | loss: 0.0311004 | val_loss: 0.0312347 | Time: 5477.95 ms [2022-03-17 06:30:50 main:574] : INFO : Epoch 1623 | loss: 0.0310998 | val_loss: 0.0312347 | Time: 5680.83 ms [2022-03-17 06:30:56 main:574] : INFO : Epoch 1624 | loss: 0.0311 | val_loss: 0.0312319 | Time: 5920.94 ms [2022-03-17 06:31:02 main:574] : INFO : Epoch 1625 | loss: 0.0311 | val_loss: 0.0312316 | Time: 5630.83 ms [2022-03-17 06:31:08 main:574] : INFO : Epoch 1626 | loss: 0.0311007 | val_loss: 0.0312332 | Time: 5991.11 ms [2022-03-17 06:31:13 main:574] : INFO : Epoch 1627 | loss: 0.0311002 | val_loss: 0.0312328 | Time: 5481.97 ms [2022-03-17 06:31:19 main:574] : INFO : Epoch 1628 | loss: 0.0311 | val_loss: 0.0312334 | Time: 5518.91 ms [2022-03-17 06:31:24 main:574] : INFO : Epoch 1629 | loss: 0.0311006 | val_loss: 0.0312331 | Time: 5517.17 ms [2022-03-17 06:31:30 main:574] : INFO : Epoch 1630 | loss: 0.0310999 | val_loss: 0.031241 | Time: 5470.59 ms [2022-03-17 06:31:35 main:574] : INFO : Epoch 1631 | loss: 0.0311008 | val_loss: 0.0312347 | Time: 5479.77 ms [2022-03-17 06:31:41 main:574] : INFO : Epoch 1632 | loss: 0.0311 | val_loss: 0.0312327 | Time: 5480.82 ms [2022-03-17 06:31:46 main:574] : INFO : Epoch 1633 | loss: 0.0311025 | val_loss: 0.0312394 | Time: 5843.53 ms [2022-03-17 06:31:52 main:574] : INFO : Epoch 1634 | loss: 0.0311026 | val_loss: 0.0312313 | Time: 5704.02 ms [2022-03-17 06:31:58 main:574] : INFO : Epoch 1635 | loss: 0.0310998 | val_loss: 0.0312308 | Time: 6256.33 ms [2022-03-17 06:32:04 main:574] : INFO : Epoch 1636 | loss: 0.0311 | val_loss: 0.0312347 | Time: 5453.78 ms [2022-03-17 06:32:09 main:574] : INFO : Epoch 1637 | loss: 0.0311002 | val_loss: 0.0312311 | Time: 5423.88 ms [2022-03-17 06:32:15 main:574] : INFO : Epoch 1638 | loss: 0.0311008 | val_loss: 0.0312353 | Time: 5491.7 ms [2022-03-17 06:32:20 main:574] : INFO : Epoch 1639 | loss: 0.0311002 | val_loss: 0.0312352 | Time: 5417.73 ms [2022-03-17 06:32:26 main:574] : INFO : Epoch 1640 | loss: 0.0311004 | val_loss: 0.0312379 | Time: 5512.7 ms [2022-03-17 06:32:31 main:574] : INFO : Epoch 1641 | loss: 0.0310999 | val_loss: 0.0312365 | Time: 5393.42 ms [2022-03-17 06:32:37 main:574] : INFO : Epoch 1642 | loss: 0.0310998 | val_loss: 0.0312357 | Time: 5424.88 ms [2022-03-17 06:32:42 main:574] : INFO : Epoch 1643 | loss: 0.0311006 | val_loss: 0.0312373 | Time: 5448.18 ms [2022-03-17 06:32:48 main:574] : INFO : Epoch 1644 | loss: 0.0311007 | val_loss: 0.0312377 | Time: 5503.28 ms [2022-03-17 06:32:53 main:574] : INFO : Epoch 1645 | loss: 0.0311011 | val_loss: 0.0312371 | Time: 5469.21 ms [2022-03-17 06:32:59 main:574] : INFO : Epoch 1646 | loss: 0.0311 | val_loss: 0.0312419 | Time: 5770.76 ms [2022-03-17 06:33:04 main:574] : INFO : Epoch 1647 | loss: 0.031101 | val_loss: 0.0312323 | Time: 5595.23 ms [2022-03-17 06:33:10 main:574] : INFO : Epoch 1648 | loss: 0.0311001 | val_loss: 0.0312348 | Time: 6074.89 ms [2022-03-17 06:33:17 main:574] : INFO : Epoch 1649 | loss: 0.0310999 | val_loss: 0.0312384 | Time: 6266.7 ms [2022-03-17 06:33:22 main:574] : INFO : Epoch 1650 | loss: 0.0310999 | val_loss: 0.0312366 | Time: 5653.2 ms [2022-03-17 06:33:28 main:574] : INFO : Epoch 1651 | loss: 0.0311008 | val_loss: 0.0312378 | Time: 5473.13 ms [2022-03-17 06:33:33 main:574] : INFO : Epoch 1652 | loss: 0.0311 | val_loss: 0.0312298 | Time: 5441.92 ms [2022-03-17 06:33:40 main:574] : INFO : Epoch 1653 | loss: 0.0310999 | val_loss: 0.0312367 | Time: 6262.08 ms [2022-03-17 06:33:45 main:574] : INFO : Epoch 1654 | loss: 0.0311006 | val_loss: 0.0312378 | Time: 5690.87 ms [2022-03-17 06:33:51 main:574] : INFO : Epoch 1655 | loss: 0.0311018 | val_loss: 0.0312353 | Time: 5455.82 ms [2022-03-17 06:33:56 main:574] : INFO : Epoch 1656 | loss: 0.0311007 | val_loss: 0.0312345 | Time: 5512.06 ms [2022-03-17 06:34:02 main:574] : INFO : Epoch 1657 | loss: 0.0311008 | val_loss: 0.0312335 | Time: 5541.6 ms [2022-03-17 06:34:07 main:574] : INFO : Epoch 1658 | loss: 0.0311004 | val_loss: 0.0312322 | Time: 5453.62 ms [2022-03-17 06:34:13 main:574] : INFO : Epoch 1659 | loss: 0.0311009 | val_loss: 0.0312271 | Time: 5435.95 ms [2022-03-17 06:34:18 main:574] : INFO : Epoch 1660 | loss: 0.0311016 | val_loss: 0.0312368 | Time: 5457.27 ms [2022-03-17 06:34:24 main:574] : INFO : Epoch 1661 | loss: 0.0311008 | val_loss: 0.0312348 | Time: 5441.78 ms [2022-03-17 06:34:29 main:574] : INFO : Epoch 1662 | loss: 0.0311008 | val_loss: 0.0312352 | Time: 5451.62 ms [2022-03-17 06:34:35 main:574] : INFO : Epoch 1663 | loss: 0.0311015 | val_loss: 0.0312322 | Time: 5429.15 ms [2022-03-17 06:34:40 main:574] : INFO : Epoch 1664 | loss: 0.0311006 | val_loss: 0.0312313 | Time: 5447.97 ms [2022-03-17 06:34:45 main:574] : INFO : Epoch 1665 | loss: 0.0311007 | val_loss: 0.0312319 | Time: 5384.21 ms [2022-03-17 06:34:51 main:574] : INFO : Epoch 1666 | loss: 0.0311003 | val_loss: 0.0312357 | Time: 5514.77 ms [2022-03-17 06:34:56 main:574] : INFO : Epoch 1667 | loss: 0.0311009 | val_loss: 0.0312395 | Time: 5455.66 ms [2022-03-17 06:35:02 main:574] : INFO : Epoch 1668 | loss: 0.0311011 | val_loss: 0.0312363 | Time: 5382.09 ms [2022-03-17 06:35:07 main:574] : INFO : Epoch 1669 | loss: 0.0311009 | val_loss: 0.0312346 | Time: 5451.45 ms [2022-03-17 06:35:13 main:574] : INFO : Epoch 1670 | loss: 0.0311012 | val_loss: 0.0312334 | Time: 5444.38 ms [2022-03-17 06:35:18 main:574] : INFO : Epoch 1671 | loss: 0.0311013 | val_loss: 0.0312315 | Time: 5833.25 ms [2022-03-17 06:35:24 main:574] : INFO : Epoch 1672 | loss: 0.0311007 | val_loss: 0.0312312 | Time: 5912.04 ms [2022-03-17 06:35:30 main:574] : INFO : Epoch 1673 | loss: 0.0311009 | val_loss: 0.0312382 | Time: 5425.41 ms [2022-03-17 06:35:35 main:574] : INFO : Epoch 1674 | loss: 0.0311011 | val_loss: 0.0312349 | Time: 5422.48 ms [2022-03-17 06:35:41 main:574] : INFO : Epoch 1675 | loss: 0.0311004 | val_loss: 0.0312294 | Time: 5420.64 ms [2022-03-17 06:35:46 main:574] : INFO : Epoch 1676 | loss: 0.031101 | val_loss: 0.0312289 | Time: 5433.92 ms [2022-03-17 06:35:52 main:574] : INFO : Epoch 1677 | loss: 0.0311018 | val_loss: 0.0312338 | Time: 5446.21 ms [2022-03-17 06:35:58 main:574] : INFO : Epoch 1678 | loss: 0.031101 | val_loss: 0.0312319 | Time: 6044.61 ms [2022-03-17 06:36:04 main:574] : INFO : Epoch 1679 | loss: 0.0311012 | val_loss: 0.0312352 | Time: 6207.93 ms [2022-03-17 06:36:10 main:574] : INFO : Epoch 1680 | loss: 0.0311017 | val_loss: 0.031237 | Time: 5739.25 ms [2022-03-17 06:36:15 main:574] : INFO : Epoch 1681 | loss: 0.0311002 | val_loss: 0.031239 | Time: 5533.82 ms [2022-03-17 06:36:21 main:574] : INFO : Epoch 1682 | loss: 0.0311004 | val_loss: 0.0312356 | Time: 5454.97 ms [2022-03-17 06:36:26 main:574] : INFO : Epoch 1683 | loss: 0.0310997 | val_loss: 0.031235 | Time: 5404.79 ms [2022-03-17 06:36:31 main:574] : INFO : Epoch 1684 | loss: 0.0311 | val_loss: 0.0312335 | Time: 5422.11 ms [2022-03-17 06:36:37 main:574] : INFO : Epoch 1685 | loss: 0.0311001 | val_loss: 0.0312282 | Time: 5451.59 ms [2022-03-17 06:36:42 main:574] : INFO : Epoch 1686 | loss: 0.0310998 | val_loss: 0.0312359 | Time: 5484.66 ms [2022-03-17 06:36:48 main:574] : INFO : Epoch 1687 | loss: 0.0310998 | val_loss: 0.0312298 | Time: 5451.99 ms [2022-03-17 06:36:53 main:574] : INFO : Epoch 1688 | loss: 0.0311001 | val_loss: 0.0312307 | Time: 5446.45 ms [2022-03-17 06:36:59 main:574] : INFO : Epoch 1689 | loss: 0.0310998 | val_loss: 0.031235 | Time: 5585.93 ms [2022-03-17 06:37:04 main:574] : INFO : Epoch 1690 | loss: 0.0310997 | val_loss: 0.0312271 | Time: 5404.37 ms [2022-03-17 06:37:10 main:574] : INFO : Epoch 1691 | loss: 0.0311003 | val_loss: 0.0312293 | Time: 5422.46 ms [2022-03-17 06:37:15 main:574] : INFO : Epoch 1692 | loss: 0.0311003 | val_loss: 0.0312301 | Time: 5431.55 ms [2022-03-17 06:37:21 main:574] : INFO : Epoch 1693 | loss: 0.0311005 | val_loss: 0.0312298 | Time: 5455.38 ms [2022-03-17 06:37:26 main:574] : INFO : Epoch 1694 | loss: 0.0311011 | val_loss: 0.0312262 | Time: 5453.35 ms [2022-03-17 06:37:32 main:574] : INFO : Epoch 1695 | loss: 0.0310999 | val_loss: 0.0312275 | Time: 5416.32 ms [2022-03-17 06:37:37 main:574] : INFO : Epoch 1696 | loss: 0.0310997 | val_loss: 0.0312317 | Time: 5417.7 ms [2022-03-17 06:37:42 main:574] : INFO : Epoch 1697 | loss: 0.0310999 | val_loss: 0.0312333 | Time: 5434.55 ms [2022-03-17 06:37:48 main:574] : INFO : Epoch 1698 | loss: 0.0311004 | val_loss: 0.0312261 | Time: 5508.44 ms [2022-03-17 06:37:54 main:574] : INFO : Epoch 1699 | loss: 0.031101 | val_loss: 0.0312278 | Time: 5659.69 ms [2022-03-17 06:37:59 main:574] : INFO : Epoch 1700 | loss: 0.0311002 | val_loss: 0.031228 | Time: 5706.35 ms [2022-03-17 06:38:05 main:574] : INFO : Epoch 1701 | loss: 0.0311006 | val_loss: 0.0312319 | Time: 5944.28 ms [2022-03-17 06:38:11 main:574] : INFO : Epoch 1702 | loss: 0.0311002 | val_loss: 0.0312362 | Time: 5451.87 ms [2022-03-17 06:38:16 main:574] : INFO : Epoch 1703 | loss: 0.0310999 | val_loss: 0.0312308 | Time: 5436.26 ms [2022-03-17 06:38:22 main:574] : INFO : Epoch 1704 | loss: 0.0311012 | val_loss: 0.0312324 | Time: 5459.63 ms [2022-03-17 06:38:27 main:574] : INFO : Epoch 1705 | loss: 0.031101 | val_loss: 0.0312315 | Time: 5428.43 ms [2022-03-17 06:38:32 main:574] : INFO : Epoch 1706 | loss: 0.0311005 | val_loss: 0.0312283 | Time: 5454.54 ms [2022-03-17 06:38:38 main:574] : INFO : Epoch 1707 | loss: 0.0311009 | val_loss: 0.0312306 | Time: 5503.1 ms [2022-03-17 06:38:43 main:574] : INFO : Epoch 1708 | loss: 0.0311009 | val_loss: 0.0312349 | Time: 5385.35 ms [2022-03-17 06:38:49 main:574] : INFO : Epoch 1709 | loss: 0.0311033 | val_loss: 0.0312458 | Time: 5409.06 ms [2022-03-17 06:38:54 main:574] : INFO : Epoch 1710 | loss: 0.0311004 | val_loss: 0.0312298 | Time: 5450.74 ms [2022-03-17 06:39:00 main:574] : INFO : Epoch 1711 | loss: 0.0311002 | val_loss: 0.0312329 | Time: 5455.48 ms [2022-03-17 06:39:05 main:574] : INFO : Epoch 1712 | loss: 0.0311008 | val_loss: 0.0312346 | Time: 5432.63 ms [2022-03-17 06:39:11 main:574] : INFO : Epoch 1713 | loss: 0.0311001 | val_loss: 0.0312319 | Time: 5513.07 ms [2022-03-17 06:39:16 main:574] : INFO : Epoch 1714 | loss: 0.031103 | val_loss: 0.0312329 | Time: 5474.65 ms [2022-03-17 06:39:22 main:574] : INFO : Epoch 1715 | loss: 0.0311015 | val_loss: 0.0312347 | Time: 5466.62 ms [2022-03-17 06:39:27 main:574] : INFO : Epoch 1716 | loss: 0.0311 | val_loss: 0.0312321 | Time: 5451.52 ms [2022-03-17 06:39:33 main:574] : INFO : Epoch 1717 | loss: 0.0310998 | val_loss: 0.0312353 | Time: 5413.04 ms [2022-03-17 06:39:38 main:574] : INFO : Epoch 1718 | loss: 0.0311004 | val_loss: 0.0312323 | Time: 5899.16 ms [2022-03-17 06:39:45 main:574] : INFO : Epoch 1719 | loss: 0.0311014 | val_loss: 0.031242 | Time: 6295.78 ms [2022-03-17 06:39:50 main:574] : INFO : Epoch 1720 | loss: 0.0311001 | val_loss: 0.0312391 | Time: 5470.01 ms [2022-03-17 06:39:56 main:574] : INFO : Epoch 1721 | loss: 0.0311008 | val_loss: 0.0312343 | Time: 5386.33 ms [2022-03-17 06:40:01 main:574] : INFO : Epoch 1722 | loss: 0.0311005 | val_loss: 0.0312361 | Time: 5482.32 ms [2022-03-17 06:40:07 main:574] : INFO : Epoch 1723 | loss: 0.0311007 | val_loss: 0.031231 | Time: 5413.79 ms [2022-03-17 06:40:12 main:574] : INFO : Epoch 1724 | loss: 0.0311003 | val_loss: 0.0312297 | Time: 5397.94 ms [2022-03-17 06:40:17 main:574] : INFO : Epoch 1725 | loss: 0.0311003 | val_loss: 0.0312426 | Time: 5410.9 ms [2022-03-17 06:40:23 main:574] : INFO : Epoch 1726 | loss: 0.0311008 | val_loss: 0.0312336 | Time: 5496.8 ms [2022-03-17 06:40:28 main:574] : INFO : Epoch 1727 | loss: 0.0311002 | val_loss: 0.0312344 | Time: 5462.23 ms [2022-03-17 06:40:34 main:574] : INFO : Epoch 1728 | loss: 0.0311007 | val_loss: 0.0312375 | Time: 5473.28 ms [2022-03-17 06:40:39 main:574] : INFO : Epoch 1729 | loss: 0.0311016 | val_loss: 0.0312307 | Time: 5435.47 ms [2022-03-17 06:40:45 main:574] : INFO : Epoch 1730 | loss: 0.0311 | val_loss: 0.0312287 | Time: 5558.62 ms [2022-03-17 06:40:51 main:574] : INFO : Epoch 1731 | loss: 0.0310998 | val_loss: 0.0312357 | Time: 5869.94 ms [2022-03-17 06:40:56 main:574] : INFO : Epoch 1732 | loss: 0.0311002 | val_loss: 0.0312456 | Time: 5412.54 ms [2022-03-17 06:41:01 main:574] : INFO : Epoch 1733 | loss: 0.0311031 | val_loss: 0.0312269 | Time: 5390.91 ms [2022-03-17 06:41:07 main:574] : INFO : Epoch 1734 | loss: 0.0311019 | val_loss: 0.031238 | Time: 5465.62 ms [2022-03-17 06:41:12 main:574] : INFO : Epoch 1735 | loss: 0.0311011 | val_loss: 0.0312371 | Time: 5455.94 ms [2022-03-17 06:41:18 main:574] : INFO : Epoch 1736 | loss: 0.0311019 | val_loss: 0.0312302 | Time: 5419.54 ms [2022-03-17 06:41:23 main:574] : INFO : Epoch 1737 | loss: 0.031101 | val_loss: 0.0312338 | Time: 5537.19 ms [2022-03-17 06:41:29 main:574] : INFO : Epoch 1738 | loss: 0.031102 | val_loss: 0.0312309 | Time: 5935.6 ms [2022-03-17 06:41:35 main:574] : INFO : Epoch 1739 | loss: 0.0311017 | val_loss: 0.0312365 | Time: 5447.81 ms [2022-03-17 06:41:40 main:574] : INFO : Epoch 1740 | loss: 0.0310998 | val_loss: 0.0312222 | Time: 5428.5 ms [2022-03-17 06:41:46 main:574] : INFO : Epoch 1741 | loss: 0.0311002 | val_loss: 0.0312393 | Time: 5469.87 ms [2022-03-17 06:41:51 main:574] : INFO : Epoch 1742 | loss: 0.0311002 | val_loss: 0.0312326 | Time: 5726.22 ms [2022-03-17 06:41:57 main:574] : INFO : Epoch 1743 | loss: 0.0311001 | val_loss: 0.0312408 | Time: 5396.28 ms [2022-03-17 06:42:02 main:574] : INFO : Epoch 1744 | loss: 0.0311011 | val_loss: 0.0312343 | Time: 5477.75 ms [2022-03-17 06:42:08 main:574] : INFO : Epoch 1745 | loss: 0.0311001 | val_loss: 0.0312285 | Time: 5477.19 ms [2022-03-17 06:42:13 main:574] : INFO : Epoch 1746 | loss: 0.0311012 | val_loss: 0.0312436 | Time: 5466.24 ms [2022-03-17 06:42:19 main:574] : INFO : Epoch 1747 | loss: 0.0311003 | val_loss: 0.0312361 | Time: 5483.65 ms [2022-03-17 06:42:24 main:574] : INFO : Epoch 1748 | loss: 0.0311005 | val_loss: 0.0312307 | Time: 5477.87 ms [2022-03-17 06:42:30 main:574] : INFO : Epoch 1749 | loss: 0.0310998 | val_loss: 0.0312331 | Time: 5413.31 ms [2022-03-17 06:42:35 main:574] : INFO : Epoch 1750 | loss: 0.0311014 | val_loss: 0.0312329 | Time: 5543.82 ms [2022-03-17 06:42:41 main:574] : INFO : Epoch 1751 | loss: 0.0311017 | val_loss: 0.0312313 | Time: 5457.41 ms [2022-03-17 06:42:46 main:574] : INFO : Epoch 1752 | loss: 0.0311013 | val_loss: 0.0312424 | Time: 5400.76 ms [2022-03-17 06:42:52 main:574] : INFO : Epoch 1753 | loss: 0.0311006 | val_loss: 0.0312247 | Time: 5454.05 ms [2022-03-17 06:42:57 main:574] : INFO : Epoch 1754 | loss: 0.0311032 | val_loss: 0.0312398 | Time: 5415.89 ms [2022-03-17 06:43:02 main:574] : INFO : Epoch 1755 | loss: 0.0311012 | val_loss: 0.0312395 | Time: 5450.72 ms [2022-03-17 06:43:08 main:574] : INFO : Epoch 1756 | loss: 0.0311003 | val_loss: 0.0312225 | Time: 5517.94 ms [2022-03-17 06:43:14 main:574] : INFO : Epoch 1757 | loss: 0.0311013 | val_loss: 0.0312388 | Time: 5977.32 ms [2022-03-17 06:43:20 main:574] : INFO : Epoch 1758 | loss: 0.0311003 | val_loss: 0.0312382 | Time: 5695 ms [2022-03-17 06:43:25 main:574] : INFO : Epoch 1759 | loss: 0.031101 | val_loss: 0.0312297 | Time: 5409.26 ms [2022-03-17 06:43:30 main:574] : INFO : Epoch 1760 | loss: 0.0311007 | val_loss: 0.0312331 | Time: 5439.24 ms [2022-03-17 06:43:36 main:574] : INFO : Epoch 1761 | loss: 0.0310999 | val_loss: 0.0312376 | Time: 5403.04 ms [2022-03-17 06:43:42 main:574] : INFO : Epoch 1762 | loss: 0.0311006 | val_loss: 0.0312348 | Time: 5811.9 ms [2022-03-17 06:43:47 main:574] : INFO : Epoch 1763 | loss: 0.0310998 | val_loss: 0.0312315 | Time: 5627.6 ms [2022-03-17 06:43:53 main:574] : INFO : Epoch 1764 | loss: 0.0311001 | val_loss: 0.031233 | Time: 5490.51 ms [2022-03-17 06:43:58 main:574] : INFO : Epoch 1765 | loss: 0.0311003 | val_loss: 0.0312369 | Time: 5468.05 ms [2022-03-17 06:44:04 main:574] : INFO : Epoch 1766 | loss: 0.0311013 | val_loss: 0.0312255 | Time: 5488.62 ms [2022-03-17 06:44:09 main:574] : INFO : Epoch 1767 | loss: 0.0311003 | val_loss: 0.0312312 | Time: 5505.31 ms [2022-03-17 06:44:15 main:574] : INFO : Epoch 1768 | loss: 0.0311018 | val_loss: 0.0312443 | Time: 5463.06 ms [2022-03-17 06:44:20 main:574] : INFO : Epoch 1769 | loss: 0.0311016 | val_loss: 0.0312302 | Time: 5476.33 ms [2022-03-17 06:44:26 main:574] : INFO : Epoch 1770 | loss: 0.0311002 | val_loss: 0.031238 | Time: 5436.43 ms [2022-03-17 06:44:31 main:574] : INFO : Epoch 1771 | loss: 0.0311013 | val_loss: 0.0312214 | Time: 5437.16 ms [2022-03-17 06:44:37 main:574] : INFO : Epoch 1772 | loss: 0.0311018 | val_loss: 0.0312386 | Time: 5440.4 ms [2022-03-17 06:44:43 main:574] : INFO : Epoch 1773 | loss: 0.031101 | val_loss: 0.031233 | Time: 5910.02 ms [2022-03-17 06:44:48 main:574] : INFO : Epoch 1774 | loss: 0.0311005 | val_loss: 0.0312349 | Time: 5671.5 ms [2022-03-17 06:44:54 main:574] : INFO : Epoch 1775 | loss: 0.0311016 | val_loss: 0.0312395 | Time: 5490.49 ms [2022-03-17 06:45:00 main:574] : INFO : Epoch 1776 | loss: 0.0311009 | val_loss: 0.0312321 | Time: 5966.98 ms [2022-03-17 06:45:05 main:574] : INFO : Epoch 1777 | loss: 0.0311012 | val_loss: 0.0312298 | Time: 5446.41 ms [2022-03-17 06:45:11 main:574] : INFO : Epoch 1778 | loss: 0.0311006 | val_loss: 0.0312406 | Time: 5467.59 ms [2022-03-17 06:45:16 main:574] : INFO : Epoch 1779 | loss: 0.0311003 | val_loss: 0.0312295 | Time: 5465.97 ms [2022-03-17 06:45:22 main:574] : INFO : Epoch 1780 | loss: 0.031101 | val_loss: 0.0312248 | Time: 5448.93 ms [2022-03-17 06:45:27 main:574] : INFO : Epoch 1781 | loss: 0.0311002 | val_loss: 0.0312324 | Time: 5414.65 ms [2022-03-17 06:45:32 main:574] : INFO : Epoch 1782 | loss: 0.0311005 | val_loss: 0.0312295 | Time: 5446.3 ms [2022-03-17 06:45:38 main:574] : INFO : Epoch 1783 | loss: 0.0311002 | val_loss: 0.0312389 | Time: 5414.84 ms [2022-03-17 06:45:44 main:574] : INFO : Epoch 1784 | loss: 0.0311015 | val_loss: 0.0312333 | Time: 5887.11 ms [2022-03-17 06:45:49 main:574] : INFO : Epoch 1785 | loss: 0.0311024 | val_loss: 0.0312301 | Time: 5582.47 ms [2022-03-17 06:45:55 main:574] : INFO : Epoch 1786 | loss: 0.0311024 | val_loss: 0.0312378 | Time: 5471.06 ms [2022-03-17 06:46:00 main:574] : INFO : Epoch 1787 | loss: 0.0310998 | val_loss: 0.0312323 | Time: 5402.88 ms [2022-03-17 06:46:06 main:574] : INFO : Epoch 1788 | loss: 0.0311002 | val_loss: 0.0312469 | Time: 5365.53 ms [2022-03-17 06:46:11 main:574] : INFO : Epoch 1789 | loss: 0.0311004 | val_loss: 0.0312232 | Time: 5389.7 ms [2022-03-17 06:46:16 main:574] : INFO : Epoch 1790 | loss: 0.0311004 | val_loss: 0.0312379 | Time: 5515.24 ms [2022-03-17 06:46:22 main:574] : INFO : Epoch 1791 | loss: 0.0311003 | val_loss: 0.0312418 | Time: 5461.71 ms [2022-03-17 06:46:27 main:574] : INFO : Epoch 1792 | loss: 0.0311006 | val_loss: 0.031231 | Time: 5469.25 ms [2022-03-17 06:46:33 main:574] : INFO : Epoch 1793 | loss: 0.0311001 | val_loss: 0.0312279 | Time: 5397.48 ms [2022-03-17 06:46:38 main:574] : INFO : Epoch 1794 | loss: 0.0311014 | val_loss: 0.0312375 | Time: 5441.24 ms [2022-03-17 06:46:44 main:574] : INFO : Epoch 1795 | loss: 0.0311019 | val_loss: 0.0312295 | Time: 5414.71 ms [2022-03-17 06:46:50 main:574] : INFO : Epoch 1796 | loss: 0.0310998 | val_loss: 0.0312404 | Time: 6070.7 ms [2022-03-17 06:46:55 main:574] : INFO : Epoch 1797 | loss: 0.0310998 | val_loss: 0.0312336 | Time: 5552.69 ms [2022-03-17 06:47:01 main:574] : INFO : Epoch 1798 | loss: 0.0311002 | val_loss: 0.0312272 | Time: 5480.78 ms [2022-03-17 06:47:06 main:574] : INFO : Epoch 1799 | loss: 0.0311002 | val_loss: 0.0312354 | Time: 5426.79 ms [2022-03-17 06:47:12 main:574] : INFO : Epoch 1800 | loss: 0.0311 | val_loss: 0.0312274 | Time: 5506.88 ms [2022-03-17 06:47:17 main:574] : INFO : Epoch 1801 | loss: 0.0310999 | val_loss: 0.0312295 | Time: 5421.35 ms [2022-03-17 06:47:23 main:574] : INFO : Epoch 1802 | loss: 0.0311001 | val_loss: 0.0312366 | Time: 5394.7 ms [2022-03-17 06:47:28 main:574] : INFO : Epoch 1803 | loss: 0.0311006 | val_loss: 0.0312293 | Time: 5410.8 ms [2022-03-17 06:47:33 main:574] : INFO : Epoch 1804 | loss: 0.0311014 | val_loss: 0.0312405 | Time: 5417.15 ms [2022-03-17 06:47:39 main:574] : INFO : Epoch 1805 | loss: 0.0311007 | val_loss: 0.0312315 | Time: 5415.96 ms [2022-03-17 06:47:45 main:574] : INFO : Epoch 1806 | loss: 0.0311034 | val_loss: 0.0312438 | Time: 6305.33 ms [2022-03-17 06:47:51 main:574] : INFO : Epoch 1807 | loss: 0.0311028 | val_loss: 0.0312491 | Time: 5735.71 ms [2022-03-17 06:47:57 main:574] : INFO : Epoch 1808 | loss: 0.0311005 | val_loss: 0.031233 | Time: 6270.1 ms [2022-03-17 06:48:03 main:574] : INFO : Epoch 1809 | loss: 0.0310999 | val_loss: 0.0312347 | Time: 5514.91 ms [2022-03-17 06:48:08 main:574] : INFO : Epoch 1810 | loss: 0.0311005 | val_loss: 0.0312213 | Time: 5489.72 ms [2022-03-17 06:48:14 main:574] : INFO : Epoch 1811 | loss: 0.0311005 | val_loss: 0.0312407 | Time: 5409.49 ms [2022-03-17 06:48:19 main:574] : INFO : Epoch 1812 | loss: 0.0310999 | val_loss: 0.0312405 | Time: 5393.6 ms [2022-03-17 06:48:25 main:574] : INFO : Epoch 1813 | loss: 0.0311003 | val_loss: 0.0312291 | Time: 5888.75 ms [2022-03-17 06:48:31 main:574] : INFO : Epoch 1814 | loss: 0.0311011 | val_loss: 0.0312529 | Time: 5986.32 ms [2022-03-17 06:48:37 main:574] : INFO : Epoch 1815 | loss: 0.0311036 | val_loss: 0.0312332 | Time: 5758.32 ms [2022-03-17 06:48:43 main:574] : INFO : Epoch 1816 | loss: 0.0311018 | val_loss: 0.0312398 | Time: 5859.03 ms [2022-03-17 06:48:48 main:574] : INFO : Epoch 1817 | loss: 0.0311008 | val_loss: 0.031234 | Time: 5627.49 ms [2022-03-17 06:48:54 main:574] : INFO : Epoch 1818 | loss: 0.0311004 | val_loss: 0.0312316 | Time: 5458.82 ms [2022-03-17 06:48:59 main:574] : INFO : Epoch 1819 | loss: 0.0311005 | val_loss: 0.0312333 | Time: 5487.5 ms [2022-03-17 06:49:05 main:574] : INFO : Epoch 1820 | loss: 0.0311004 | val_loss: 0.0312333 | Time: 5445.38 ms [2022-03-17 06:49:10 main:574] : INFO : Epoch 1821 | loss: 0.0311006 | val_loss: 0.0312312 | Time: 5448.75 ms [2022-03-17 06:49:16 main:574] : INFO : Epoch 1822 | loss: 0.0311003 | val_loss: 0.0312247 | Time: 5500.07 ms [2022-03-17 06:49:21 main:574] : INFO : Epoch 1823 | loss: 0.0311005 | val_loss: 0.0312396 | Time: 5489.1 ms [2022-03-17 06:49:26 main:574] : INFO : Epoch 1824 | loss: 0.0311007 | val_loss: 0.0312334 | Time: 5387.88 ms [2022-03-17 06:49:32 main:574] : INFO : Epoch 1825 | loss: 0.0311014 | val_loss: 0.0312219 | Time: 5449.88 ms [2022-03-17 06:49:37 main:574] : INFO : Epoch 1826 | loss: 0.0311007 | val_loss: 0.0312458 | Time: 5460.15 ms [2022-03-17 06:49:43 main:574] : INFO : Epoch 1827 | loss: 0.0311015 | val_loss: 0.03124 | Time: 5369.01 ms [2022-03-17 06:49:48 main:574] : INFO : Epoch 1828 | loss: 0.0311049 | val_loss: 0.0312253 | Time: 5424.98 ms [2022-03-17 06:49:54 main:574] : INFO : Epoch 1829 | loss: 0.0311037 | val_loss: 0.0312339 | Time: 5508.11 ms [2022-03-17 06:49:59 main:574] : INFO : Epoch 1830 | loss: 0.0311019 | val_loss: 0.0312333 | Time: 5425.19 ms [2022-03-17 06:50:05 main:574] : INFO : Epoch 1831 | loss: 0.0311013 | val_loss: 0.0312337 | Time: 5470.71 ms [2022-03-17 06:50:10 main:574] : INFO : Epoch 1832 | loss: 0.0311011 | val_loss: 0.0312311 | Time: 5459.83 ms [2022-03-17 06:50:16 main:574] : INFO : Epoch 1833 | loss: 0.0311008 | val_loss: 0.0312461 | Time: 5512.84 ms [2022-03-17 06:50:22 main:574] : INFO : Epoch 1834 | loss: 0.0311008 | val_loss: 0.0312354 | Time: 5970.24 ms [2022-03-17 06:50:28 main:574] : INFO : Epoch 1835 | loss: 0.0311004 | val_loss: 0.0312367 | Time: 5978.72 ms [2022-03-17 06:50:33 main:574] : INFO : Epoch 1836 | loss: 0.0311011 | val_loss: 0.0312307 | Time: 5460.41 ms [2022-03-17 06:50:38 main:574] : INFO : Epoch 1837 | loss: 0.0311003 | val_loss: 0.0312354 | Time: 5446.07 ms [2022-03-17 06:50:44 main:574] : INFO : Epoch 1838 | loss: 0.0311005 | val_loss: 0.0312395 | Time: 5419.77 ms [2022-03-17 06:50:49 main:574] : INFO : Epoch 1839 | loss: 0.0311005 | val_loss: 0.0312393 | Time: 5423.18 ms [2022-03-17 06:50:55 main:574] : INFO : Epoch 1840 | loss: 0.0311003 | val_loss: 0.0312233 | Time: 5469.9 ms [2022-03-17 06:51:00 main:574] : INFO : Epoch 1841 | loss: 0.0311001 | val_loss: 0.0312381 | Time: 5440.46 ms [2022-03-17 06:51:06 main:574] : INFO : Epoch 1842 | loss: 0.0311004 | val_loss: 0.0312342 | Time: 5403.55 ms [2022-03-17 06:51:11 main:574] : INFO : Epoch 1843 | loss: 0.0311014 | val_loss: 0.0312282 | Time: 5439.37 ms [2022-03-17 06:51:17 main:574] : INFO : Epoch 1844 | loss: 0.0311013 | val_loss: 0.0312258 | Time: 5426.07 ms [2022-03-17 06:51:22 main:574] : INFO : Epoch 1845 | loss: 0.0311018 | val_loss: 0.0312238 | Time: 5664.66 ms [2022-03-17 06:51:28 main:574] : INFO : Epoch 1846 | loss: 0.0311002 | val_loss: 0.0312446 | Time: 5436.79 ms [2022-03-17 06:51:33 main:574] : INFO : Epoch 1847 | loss: 0.0311011 | val_loss: 0.0312324 | Time: 5446.02 ms [2022-03-17 06:51:39 main:574] : INFO : Epoch 1848 | loss: 0.0311002 | val_loss: 0.0312377 | Time: 5442.57 ms [2022-03-17 06:51:44 main:574] : INFO : Epoch 1849 | loss: 0.0311005 | val_loss: 0.0312424 | Time: 5403.81 ms [2022-03-17 06:51:49 main:574] : INFO : Epoch 1850 | loss: 0.0310998 | val_loss: 0.0312332 | Time: 5521.06 ms [2022-03-17 06:51:55 main:574] : INFO : Epoch 1851 | loss: 0.0310999 | val_loss: 0.03124 | Time: 5546.69 ms [2022-03-17 06:52:01 main:574] : INFO : Epoch 1852 | loss: 0.0311006 | val_loss: 0.0312361 | Time: 5493.1 ms [2022-03-17 06:52:06 main:574] : INFO : Epoch 1853 | loss: 0.0311006 | val_loss: 0.0312291 | Time: 5428.01 ms [2022-03-17 06:52:11 main:574] : INFO : Epoch 1854 | loss: 0.0311001 | val_loss: 0.0312419 | Time: 5469 ms [2022-03-17 06:52:17 main:574] : INFO : Epoch 1855 | loss: 0.0311004 | val_loss: 0.0312365 | Time: 5475.34 ms [2022-03-17 06:52:23 main:574] : INFO : Epoch 1856 | loss: 0.031101 | val_loss: 0.031223 | Time: 5794.47 ms [2022-03-17 06:52:29 main:574] : INFO : Epoch 1857 | loss: 0.0311019 | val_loss: 0.0312354 | Time: 5914.8 ms [2022-03-17 06:52:34 main:574] : INFO : Epoch 1858 | loss: 0.0311006 | val_loss: 0.0312444 | Time: 5416.37 ms [2022-03-17 06:52:40 main:574] : INFO : Epoch 1859 | loss: 0.0311006 | val_loss: 0.0312268 | Time: 5905.79 ms [2022-03-17 06:52:46 main:574] : INFO : Epoch 1860 | loss: 0.0311023 | val_loss: 0.0312384 | Time: 5872.45 ms [2022-03-17 06:52:52 main:574] : INFO : Epoch 1861 | loss: 0.0311009 | val_loss: 0.0312338 | Time: 5752 ms [2022-03-17 06:52:58 main:574] : INFO : Epoch 1862 | loss: 0.0311011 | val_loss: 0.0312338 | Time: 5914.22 ms [2022-03-17 06:53:03 main:574] : INFO : Epoch 1863 | loss: 0.0311007 | val_loss: 0.0312357 | Time: 5507.66 ms [2022-03-17 06:53:09 main:574] : INFO : Epoch 1864 | loss: 0.0311007 | val_loss: 0.0312461 | Time: 5498.51 ms [2022-03-17 06:53:14 main:574] : INFO : Epoch 1865 | loss: 0.0311032 | val_loss: 0.031233 | Time: 5451.42 ms [2022-03-17 06:53:20 main:574] : INFO : Epoch 1866 | loss: 0.0311038 | val_loss: 0.0312417 | Time: 5576.05 ms [2022-03-17 06:53:25 main:574] : INFO : Epoch 1867 | loss: 0.0311005 | val_loss: 0.031231 | Time: 5455.31 ms [2022-03-17 06:53:31 main:574] : INFO : Epoch 1868 | loss: 0.0311014 | val_loss: 0.0312441 | Time: 5476.84 ms [2022-03-17 06:53:36 main:574] : INFO : Epoch 1869 | loss: 0.0311017 | val_loss: 0.0312366 | Time: 5492.87 ms [2022-03-17 06:53:42 main:574] : INFO : Epoch 1870 | loss: 0.0311009 | val_loss: 0.0312353 | Time: 5491.06 ms [2022-03-17 06:53:47 main:574] : INFO : Epoch 1871 | loss: 0.0311006 | val_loss: 0.0312242 | Time: 5479.4 ms [2022-03-17 06:53:53 main:574] : INFO : Epoch 1872 | loss: 0.0311007 | val_loss: 0.0312387 | Time: 5507.44 ms [2022-03-17 06:53:58 main:574] : INFO : Epoch 1873 | loss: 0.0311004 | val_loss: 0.031231 | Time: 5523.39 ms [2022-03-17 06:54:04 main:574] : INFO : Epoch 1874 | loss: 0.0311 | val_loss: 0.0312353 | Time: 5589.91 ms [2022-03-17 06:54:09 main:574] : INFO : Epoch 1875 | loss: 0.0311008 | val_loss: 0.0312443 | Time: 5506.14 ms [2022-03-17 06:54:15 main:574] : INFO : Epoch 1876 | loss: 0.0311022 | val_loss: 0.0312322 | Time: 5485.54 ms [2022-03-17 06:54:20 main:574] : INFO : Epoch 1877 | loss: 0.0311009 | val_loss: 0.0312322 | Time: 5522.82 ms [2022-03-17 06:54:26 main:574] : INFO : Epoch 1878 | loss: 0.0311 | val_loss: 0.0312304 | Time: 5486.76 ms [2022-03-17 06:54:31 main:574] : INFO : Epoch 1879 | loss: 0.031103 | val_loss: 0.0312329 | Time: 5381.46 ms [2022-03-17 06:54:37 main:574] : INFO : Epoch 1880 | loss: 0.0311022 | val_loss: 0.0312361 | Time: 5510.53 ms [2022-03-17 06:54:42 main:574] : INFO : Epoch 1881 | loss: 0.0311005 | val_loss: 0.031247 | Time: 5408.26 ms [2022-03-17 06:54:47 main:574] : INFO : Epoch 1882 | loss: 0.0311006 | val_loss: 0.031234 | Time: 5466.97 ms [2022-03-17 06:54:53 main:574] : INFO : Epoch 1883 | loss: 0.0311009 | val_loss: 0.031226 | Time: 5476.56 ms [2022-03-17 06:54:58 main:574] : INFO : Epoch 1884 | loss: 0.0311009 | val_loss: 0.031238 | Time: 5389.01 ms [2022-03-17 06:55:04 main:574] : INFO : Epoch 1885 | loss: 0.0311007 | val_loss: 0.0312364 | Time: 5439.46 ms [2022-03-17 06:55:10 main:574] : INFO : Epoch 1886 | loss: 0.0310999 | val_loss: 0.0312402 | Time: 5791.58 ms [2022-03-17 06:55:15 main:574] : INFO : Epoch 1887 | loss: 0.0311005 | val_loss: 0.0312283 | Time: 5810.9 ms [2022-03-17 06:55:21 main:574] : INFO : Epoch 1888 | loss: 0.0311 | val_loss: 0.0312405 | Time: 5459.23 ms [2022-03-17 06:55:26 main:574] : INFO : Epoch 1889 | loss: 0.0311007 | val_loss: 0.0312336 | Time: 5529.52 ms [2022-03-17 06:55:32 main:574] : INFO : Epoch 1890 | loss: 0.0311003 | val_loss: 0.0312267 | Time: 5926.07 ms [2022-03-17 06:55:38 main:574] : INFO : Epoch 1891 | loss: 0.0311012 | val_loss: 0.0312341 | Time: 6043.03 ms [2022-03-17 06:55:44 main:574] : INFO : Epoch 1892 | loss: 0.0311014 | val_loss: 0.0312366 | Time: 5853.13 ms [2022-03-17 06:55:50 main:574] : INFO : Epoch 1893 | loss: 0.0311008 | val_loss: 0.0312364 | Time: 5457.38 ms [2022-03-17 06:55:55 main:574] : INFO : Epoch 1894 | loss: 0.0311013 | val_loss: 0.0312328 | Time: 5455.56 ms [2022-03-17 06:56:01 main:574] : INFO : Epoch 1895 | loss: 0.0311028 | val_loss: 0.0312313 | Time: 5548.68 ms [2022-03-17 06:56:06 main:574] : INFO : Epoch 1896 | loss: 0.0310998 | val_loss: 0.0312339 | Time: 5519.5 ms [2022-03-17 06:56:12 main:574] : INFO : Epoch 1897 | loss: 0.0310996 | val_loss: 0.0312377 | Time: 5885.22 ms [2022-03-17 06:56:18 main:574] : INFO : Epoch 1898 | loss: 0.0311004 | val_loss: 0.0312311 | Time: 5490.71 ms [2022-03-17 06:56:23 main:574] : INFO : Epoch 1899 | loss: 0.0311001 | val_loss: 0.0312395 | Time: 5705.49 ms [2022-03-17 06:56:29 main:574] : INFO : Epoch 1900 | loss: 0.0311007 | val_loss: 0.0312248 | Time: 5453.19 ms [2022-03-17 06:56:34 main:574] : INFO : Epoch 1901 | loss: 0.0311012 | val_loss: 0.0312354 | Time: 5580.1 ms [2022-03-17 06:56:40 main:574] : INFO : Epoch 1902 | loss: 0.0311014 | val_loss: 0.0312452 | Time: 5462.43 ms [2022-03-17 06:56:45 main:574] : INFO : Epoch 1903 | loss: 0.0311009 | val_loss: 0.0312284 | Time: 5484.65 ms [2022-03-17 06:56:51 main:574] : INFO : Epoch 1904 | loss: 0.0311005 | val_loss: 0.0312282 | Time: 5512.06 ms [2022-03-17 06:56:56 main:574] : INFO : Epoch 1905 | loss: 0.0311005 | val_loss: 0.0312388 | Time: 5408.31 ms [2022-03-17 06:57:02 main:574] : INFO : Epoch 1906 | loss: 0.0311024 | val_loss: 0.0312322 | Time: 5431.1 ms [2022-03-17 06:57:07 main:574] : INFO : Epoch 1907 | loss: 0.0311018 | val_loss: 0.031228 | Time: 5475.26 ms [2022-03-17 06:57:13 main:574] : INFO : Epoch 1908 | loss: 0.0311006 | val_loss: 0.0312348 | Time: 5459.96 ms [2022-03-17 06:57:19 main:574] : INFO : Epoch 1909 | loss: 0.031101 | val_loss: 0.031236 | Time: 5974.99 ms [2022-03-17 06:57:25 main:574] : INFO : Epoch 1910 | loss: 0.0311031 | val_loss: 0.0312462 | Time: 5990.34 ms [2022-03-17 06:57:30 main:574] : INFO : Epoch 1911 | loss: 0.0311011 | val_loss: 0.031233 | Time: 5462.68 ms [2022-03-17 06:57:36 main:574] : INFO : Epoch 1912 | loss: 0.0311009 | val_loss: 0.0312209 | Time: 5472.27 ms [2022-03-17 06:57:41 main:574] : INFO : Epoch 1913 | loss: 0.0311007 | val_loss: 0.0312376 | Time: 5466.16 ms [2022-03-17 06:57:47 main:574] : INFO : Epoch 1914 | loss: 0.0311 | val_loss: 0.0312328 | Time: 5460.45 ms [2022-03-17 06:57:52 main:574] : INFO : Epoch 1915 | loss: 0.0311002 | val_loss: 0.0312356 | Time: 5483.39 ms [2022-03-17 06:57:58 main:574] : INFO : Epoch 1916 | loss: 0.0311017 | val_loss: 0.0312303 | Time: 5482.53 ms [2022-03-17 06:58:03 main:574] : INFO : Epoch 1917 | loss: 0.0311015 | val_loss: 0.0312205 | Time: 5522.8 ms [2022-03-17 06:58:09 main:574] : INFO : Epoch 1918 | loss: 0.0311015 | val_loss: 0.031244 | Time: 5522.89 ms [2022-03-17 06:58:14 main:574] : INFO : Epoch 1919 | loss: 0.0311003 | val_loss: 0.0312301 | Time: 5559.72 ms [2022-03-17 06:58:20 main:574] : INFO : Epoch 1920 | loss: 0.0310998 | val_loss: 0.0312335 | Time: 6030.13 ms [2022-03-17 06:58:26 main:574] : INFO : Epoch 1921 | loss: 0.0311026 | val_loss: 0.0312482 | Time: 5484.2 ms [2022-03-17 06:58:31 main:574] : INFO : Epoch 1922 | loss: 0.0311001 | val_loss: 0.0312324 | Time: 5509.93 ms [2022-03-17 06:58:37 main:574] : INFO : Epoch 1923 | loss: 0.0311001 | val_loss: 0.0312343 | Time: 5451.23 ms [2022-03-17 06:58:42 main:574] : INFO : Epoch 1924 | loss: 0.0310998 | val_loss: 0.031236 | Time: 5410.14 ms [2022-03-17 06:58:48 main:574] : INFO : Epoch 1925 | loss: 0.0311004 | val_loss: 0.0312251 | Time: 5460.73 ms [2022-03-17 06:58:53 main:574] : INFO : Epoch 1926 | loss: 0.0311014 | val_loss: 0.0312366 | Time: 5462.43 ms [2022-03-17 06:58:58 main:574] : INFO : Epoch 1927 | loss: 0.0311 | val_loss: 0.0312434 | Time: 5486.09 ms [2022-03-17 06:59:05 main:574] : INFO : Epoch 1928 | loss: 0.0311006 | val_loss: 0.0312267 | Time: 6028.68 ms [2022-03-17 06:59:10 main:574] : INFO : Epoch 1929 | loss: 0.0311011 | val_loss: 0.031246 | Time: 5545.46 ms [2022-03-17 06:59:16 main:574] : INFO : Epoch 1930 | loss: 0.0311003 | val_loss: 0.0312322 | Time: 5456 ms [2022-03-17 06:59:21 main:574] : INFO : Epoch 1931 | loss: 0.0311002 | val_loss: 0.0312349 | Time: 5443.03 ms [2022-03-17 06:59:26 main:574] : INFO : Epoch 1932 | loss: 0.0311001 | val_loss: 0.0312402 | Time: 5374.91 ms [2022-03-17 06:59:32 main:574] : INFO : Epoch 1933 | loss: 0.0311011 | val_loss: 0.0312241 | Time: 5450.88 ms [2022-03-17 06:59:37 main:574] : INFO : Epoch 1934 | loss: 0.0311025 | val_loss: 0.0312474 | Time: 5447.85 ms [2022-03-17 06:59:43 main:574] : INFO : Epoch 1935 | loss: 0.0311021 | val_loss: 0.0312251 | Time: 5438.96 ms [2022-03-17 06:59:48 main:574] : INFO : Epoch 1936 | loss: 0.0311013 | val_loss: 0.0312343 | Time: 5518.27 ms [2022-03-17 06:59:54 main:574] : INFO : Epoch 1937 | loss: 0.0311007 | val_loss: 0.0312428 | Time: 5467.22 ms [2022-03-17 06:59:59 main:574] : INFO : Epoch 1938 | loss: 0.0311013 | val_loss: 0.0312205 | Time: 5494.41 ms [2022-03-17 07:00:05 main:574] : INFO : Epoch 1939 | loss: 0.0311013 | val_loss: 0.0312464 | Time: 5534.91 ms [2022-03-17 07:00:10 main:574] : INFO : Epoch 1940 | loss: 0.0311002 | val_loss: 0.0312302 | Time: 5433.22 ms [2022-03-17 07:00:16 main:574] : INFO : Epoch 1941 | loss: 0.0311011 | val_loss: 0.0312345 | Time: 5406.68 ms [2022-03-17 07:00:21 main:574] : INFO : Epoch 1942 | loss: 0.0311022 | val_loss: 0.0312306 | Time: 5436.85 ms [2022-03-17 07:00:26 main:574] : INFO : Epoch 1943 | loss: 0.0310998 | val_loss: 0.0312399 | Time: 5425.6 ms [2022-03-17 07:00:32 main:574] : INFO : Epoch 1944 | loss: 0.0311014 | val_loss: 0.0312284 | Time: 5402.32 ms [2022-03-17 07:00:37 main:574] : INFO : Epoch 1945 | loss: 0.0311005 | val_loss: 0.0312418 | Time: 5436.57 ms [2022-03-17 07:00:43 main:574] : INFO : Epoch 1946 | loss: 0.031101 | val_loss: 0.0312375 | Time: 5493.98 ms [2022-03-17 07:00:48 main:574] : INFO : Epoch 1947 | loss: 0.031101 | val_loss: 0.0312285 | Time: 5619.8 ms [2022-03-17 07:00:54 main:574] : INFO : Epoch 1948 | loss: 0.0311008 | val_loss: 0.0312421 | Time: 5870.83 ms [2022-03-17 07:01:00 main:574] : INFO : Epoch 1949 | loss: 0.031101 | val_loss: 0.0312285 | Time: 5450.88 ms [2022-03-17 07:01:05 main:574] : INFO : Epoch 1950 | loss: 0.031101 | val_loss: 0.0312359 | Time: 5412.68 ms [2022-03-17 07:01:11 main:574] : INFO : Epoch 1951 | loss: 0.0311009 | val_loss: 0.0312329 | Time: 5372.94 ms [2022-03-17 07:01:16 main:574] : INFO : Epoch 1952 | loss: 0.0311005 | val_loss: 0.0312366 | Time: 5490.76 ms [2022-03-17 07:01:22 main:574] : INFO : Epoch 1953 | loss: 0.031101 | val_loss: 0.031236 | Time: 5423.62 ms [2022-03-17 07:01:27 main:574] : INFO : Epoch 1954 | loss: 0.0311014 | val_loss: 0.0312331 | Time: 5421.61 ms [2022-03-17 07:01:32 main:574] : INFO : Epoch 1955 | loss: 0.0311045 | val_loss: 0.0312383 | Time: 5464.02 ms [2022-03-17 07:01:38 main:574] : INFO : Epoch 1956 | loss: 0.0311022 | val_loss: 0.0312264 | Time: 5390.15 ms [2022-03-17 07:01:43 main:574] : INFO : Epoch 1957 | loss: 0.0311002 | val_loss: 0.0312298 | Time: 5422.31 ms [2022-03-17 07:01:49 main:574] : INFO : Epoch 1958 | loss: 0.0310997 | val_loss: 0.0312308 | Time: 5510.39 ms [2022-03-17 07:01:54 main:574] : INFO : Epoch 1959 | loss: 0.0311004 | val_loss: 0.0312389 | Time: 5588.82 ms [2022-03-17 07:02:00 main:574] : INFO : Epoch 1960 | loss: 0.0311009 | val_loss: 0.0312224 | Time: 5450.27 ms [2022-03-17 07:02:05 main:574] : INFO : Epoch 1961 | loss: 0.0311029 | val_loss: 0.0312434 | Time: 5496.82 ms [2022-03-17 07:02:11 main:574] : INFO : Epoch 1962 | loss: 0.0311003 | val_loss: 0.0312261 | Time: 5462.9 ms [2022-03-17 07:02:16 main:574] : INFO : Epoch 1963 | loss: 0.0311003 | val_loss: 0.0312453 | Time: 5397.34 ms [2022-03-17 07:02:22 main:574] : INFO : Epoch 1964 | loss: 0.0310997 | val_loss: 0.0312372 | Time: 5412.45 ms [2022-03-17 07:02:27 main:574] : INFO : Epoch 1965 | loss: 0.0311002 | val_loss: 0.0312338 | Time: 5453.21 ms [2022-03-17 07:02:33 main:574] : INFO : Epoch 1966 | loss: 0.0311 | val_loss: 0.0312282 | Time: 5700.03 ms [2022-03-17 07:02:38 main:574] : INFO : Epoch 1967 | loss: 0.0311008 | val_loss: 0.0312288 | Time: 5575.28 ms [2022-03-17 07:02:44 main:574] : INFO : Epoch 1968 | loss: 0.0311004 | val_loss: 0.0312377 | Time: 5500.03 ms [2022-03-17 07:02:49 main:574] : INFO : Epoch 1969 | loss: 0.0310999 | val_loss: 0.0312417 | Time: 5421.41 ms [2022-03-17 07:02:55 main:574] : INFO : Epoch 1970 | loss: 0.0311002 | val_loss: 0.0312268 | Time: 5477.8 ms [2022-03-17 07:03:00 main:574] : INFO : Epoch 1971 | loss: 0.0311004 | val_loss: 0.031244 | Time: 5466.16 ms [2022-03-17 07:03:06 main:574] : INFO : Epoch 1972 | loss: 0.0311017 | val_loss: 0.0312335 | Time: 5345.81 ms [2022-03-17 07:03:11 main:574] : INFO : Epoch 1973 | loss: 0.0311016 | val_loss: 0.0312273 | Time: 5453.92 ms [2022-03-17 07:03:17 main:574] : INFO : Epoch 1974 | loss: 0.0311014 | val_loss: 0.0312392 | Time: 5488.02 ms [2022-03-17 07:03:22 main:574] : INFO : Epoch 1975 | loss: 0.0311015 | val_loss: 0.0312472 | Time: 5434.17 ms [2022-03-17 07:03:27 main:574] : INFO : Epoch 1976 | loss: 0.031101 | val_loss: 0.0312298 | Time: 5476.21 ms [2022-03-17 07:03:33 main:574] : INFO : Epoch 1977 | loss: 0.0311 | val_loss: 0.0312336 | Time: 5418.38 ms [2022-03-17 07:03:38 main:574] : INFO : Epoch 1978 | loss: 0.0311012 | val_loss: 0.0312363 | Time: 5401.54 ms [2022-03-17 07:03:44 main:574] : INFO : Epoch 1979 | loss: 0.0311026 | val_loss: 0.031243 | Time: 5419.63 ms [2022-03-17 07:03:49 main:574] : INFO : Epoch 1980 | loss: 0.0311006 | val_loss: 0.0312287 | Time: 5458.47 ms [2022-03-17 07:03:55 main:574] : INFO : Epoch 1981 | loss: 0.0311005 | val_loss: 0.0312314 | Time: 5496.99 ms [2022-03-17 07:04:00 main:574] : INFO : Epoch 1982 | loss: 0.0311001 | val_loss: 0.0312387 | Time: 5463.26 ms [2022-03-17 07:04:06 main:574] : INFO : Epoch 1983 | loss: 0.0311003 | val_loss: 0.0312343 | Time: 5463.23 ms [2022-03-17 07:04:11 main:574] : INFO : Epoch 1984 | loss: 0.0311005 | val_loss: 0.0312334 | Time: 5428.75 ms [2022-03-17 07:04:17 main:574] : INFO : Epoch 1985 | loss: 0.0311006 | val_loss: 0.0312283 | Time: 5776.1 ms [2022-03-17 07:04:23 main:574] : INFO : Epoch 1986 | loss: 0.0311021 | val_loss: 0.0312277 | Time: 5812.94 ms [2022-03-17 07:04:28 main:574] : INFO : Epoch 1987 | loss: 0.0311018 | val_loss: 0.0312484 | Time: 5435.37 ms [2022-03-17 07:04:34 main:574] : INFO : Epoch 1988 | loss: 0.0311017 | val_loss: 0.0312296 | Time: 5470.81 ms [2022-03-17 07:04:39 main:574] : INFO : Epoch 1989 | loss: 0.0311008 | val_loss: 0.0312373 | Time: 5434.51 ms [2022-03-17 07:04:44 main:574] : INFO : Epoch 1990 | loss: 0.0310999 | val_loss: 0.0312308 | Time: 5387.54 ms [2022-03-17 07:04:50 main:574] : INFO : Epoch 1991 | loss: 0.0311007 | val_loss: 0.0312512 | Time: 5460.3 ms [2022-03-17 07:04:55 main:574] : INFO : Epoch 1992 | loss: 0.031102 | val_loss: 0.0312361 | Time: 5493.99 ms [2022-03-17 07:05:01 main:574] : INFO : Epoch 1993 | loss: 0.0311003 | val_loss: 0.0312342 | Time: 5458.7 ms [2022-03-17 07:05:06 main:574] : INFO : Epoch 1994 | loss: 0.0311003 | val_loss: 0.0312341 | Time: 5612 ms [2022-03-17 07:05:12 main:574] : INFO : Epoch 1995 | loss: 0.0310999 | val_loss: 0.0312361 | Time: 5469.8 ms [2022-03-17 07:05:17 main:574] : INFO : Epoch 1996 | loss: 0.031101 | val_loss: 0.0312389 | Time: 5447.02 ms [2022-03-17 07:05:23 main:574] : INFO : Epoch 1997 | loss: 0.0310998 | val_loss: 0.0312364 | Time: 5708.12 ms [2022-03-17 07:05:29 main:574] : INFO : Epoch 1998 | loss: 0.0310999 | val_loss: 0.0312292 | Time: 5551.88 ms [2022-03-17 07:05:34 main:574] : INFO : Epoch 1999 | loss: 0.0310999 | val_loss: 0.0312275 | Time: 5503.5 ms [2022-03-17 07:05:40 main:574] : INFO : Epoch 2000 | loss: 0.0311004 | val_loss: 0.0312391 | Time: 5452.51 ms [2022-03-17 07:05:45 main:574] : INFO : Epoch 2001 | loss: 0.0311028 | val_loss: 0.0312411 | Time: 5421.95 ms [2022-03-17 07:05:51 main:574] : INFO : Epoch 2002 | loss: 0.031101 | val_loss: 0.031229 | Time: 5420.25 ms [2022-03-17 07:05:56 main:574] : INFO : Epoch 2003 | loss: 0.0311009 | val_loss: 0.0312368 | Time: 5442.61 ms [2022-03-17 07:06:02 main:574] : INFO : Epoch 2004 | loss: 0.0311001 | val_loss: 0.0312349 | Time: 5695.04 ms [2022-03-17 07:06:08 main:574] : INFO : Epoch 2005 | loss: 0.0311022 | val_loss: 0.0312275 | Time: 6383.98 ms [2022-03-17 07:06:14 main:574] : INFO : Epoch 2006 | loss: 0.0311 | val_loss: 0.0312328 | Time: 6120.53 ms [2022-03-17 07:06:20 main:574] : INFO : Epoch 2007 | loss: 0.0311002 | val_loss: 0.0312347 | Time: 5519.92 ms [2022-03-17 07:06:25 main:574] : INFO : Epoch 2008 | loss: 0.0311014 | val_loss: 0.0312283 | Time: 5427.18 ms [2022-03-17 07:06:31 main:574] : INFO : Epoch 2009 | loss: 0.031101 | val_loss: 0.0312424 | Time: 5402.19 ms [2022-03-17 07:06:36 main:574] : INFO : Epoch 2010 | loss: 0.0311 | val_loss: 0.0312364 | Time: 5438.35 ms [2022-03-17 07:06:41 main:574] : INFO : Epoch 2011 | loss: 0.0311005 | val_loss: 0.0312316 | Time: 5477.17 ms [2022-03-17 07:06:47 main:574] : INFO : Epoch 2012 | loss: 0.0311005 | val_loss: 0.0312364 | Time: 5446.04 ms [2022-03-17 07:06:52 main:574] : INFO : Epoch 2013 | loss: 0.0311026 | val_loss: 0.0312316 | Time: 5411.56 ms [2022-03-17 07:06:58 main:574] : INFO : Epoch 2014 | loss: 0.0311011 | val_loss: 0.031228 | Time: 5441.22 ms [2022-03-17 07:07:03 main:574] : INFO : Epoch 2015 | loss: 0.031101 | val_loss: 0.03124 | Time: 5412.19 ms [2022-03-17 07:07:09 main:574] : INFO : Epoch 2016 | loss: 0.031103 | val_loss: 0.0312355 | Time: 5375.37 ms [2022-03-17 07:07:14 main:574] : INFO : Epoch 2017 | loss: 0.0311001 | val_loss: 0.0312277 | Time: 5509.95 ms [2022-03-17 07:07:20 main:574] : INFO : Epoch 2018 | loss: 0.0311002 | val_loss: 0.0312272 | Time: 5739.47 ms [2022-03-17 07:07:26 main:574] : INFO : Epoch 2019 | loss: 0.0311003 | val_loss: 0.0312368 | Time: 5959.48 ms [2022-03-17 07:07:31 main:574] : INFO : Epoch 2020 | loss: 0.0310998 | val_loss: 0.031231 | Time: 5511.19 ms [2022-03-17 07:07:37 main:574] : INFO : Epoch 2021 | loss: 0.0311002 | val_loss: 0.0312426 | Time: 5524.48 ms [2022-03-17 07:07:42 main:574] : INFO : Epoch 2022 | loss: 0.0311023 | val_loss: 0.0312348 | Time: 5402.72 ms [2022-03-17 07:07:48 main:574] : INFO : Epoch 2023 | loss: 0.0311001 | val_loss: 0.0312352 | Time: 5718.04 ms [2022-03-17 07:07:54 main:574] : INFO : Epoch 2024 | loss: 0.0311 | val_loss: 0.0312312 | Time: 6132.22 ms [2022-03-17 07:08:00 main:574] : INFO : Epoch 2025 | loss: 0.0311003 | val_loss: 0.0312398 | Time: 5986.5 ms [2022-03-17 07:08:06 main:574] : INFO : Epoch 2026 | loss: 0.0310999 | val_loss: 0.0312322 | Time: 5430.15 ms [2022-03-17 07:08:11 main:574] : INFO : Epoch 2027 | loss: 0.0311023 | val_loss: 0.0312276 | Time: 5453.87 ms [2022-03-17 07:08:17 main:574] : INFO : Epoch 2028 | loss: 0.031101 | val_loss: 0.0312338 | Time: 5500.2 ms [2022-03-17 07:08:22 main:574] : INFO : Epoch 2029 | loss: 0.0311018 | val_loss: 0.0312422 | Time: 5401.81 ms [2022-03-17 07:08:27 main:574] : INFO : Epoch 2030 | loss: 0.031102 | val_loss: 0.0312251 | Time: 5429.19 ms [2022-03-17 07:08:33 main:574] : INFO : Epoch 2031 | loss: 0.031101 | val_loss: 0.0312337 | Time: 5435.1 ms [2022-03-17 07:08:38 main:574] : INFO : Epoch 2032 | loss: 0.0310999 | val_loss: 0.0312285 | Time: 5467.17 ms [2022-03-17 07:08:44 main:574] : INFO : Epoch 2033 | loss: 0.0311004 | val_loss: 0.0312403 | Time: 5398.26 ms [2022-03-17 07:08:49 main:574] : INFO : Epoch 2034 | loss: 0.0311 | val_loss: 0.0312287 | Time: 5479.45 ms [2022-03-17 07:08:55 main:574] : INFO : Epoch 2035 | loss: 0.0311005 | val_loss: 0.0312317 | Time: 5436.53 ms [2022-03-17 07:09:00 main:574] : INFO : Epoch 2036 | loss: 0.0311004 | val_loss: 0.0312361 | Time: 5475.74 ms [2022-03-17 07:09:06 main:574] : INFO : Epoch 2037 | loss: 0.0311002 | val_loss: 0.0312301 | Time: 5445.63 ms [2022-03-17 07:09:11 main:574] : INFO : Epoch 2038 | loss: 0.0311015 | val_loss: 0.031246 | Time: 5427.67 ms [2022-03-17 07:09:16 main:574] : INFO : Epoch 2039 | loss: 0.0311007 | val_loss: 0.031234 | Time: 5395.1 ms [2022-03-17 07:09:22 main:574] : INFO : Epoch 2040 | loss: 0.0311002 | val_loss: 0.0312313 | Time: 5452.67 ms [2022-03-17 07:09:27 main:574] : INFO : Epoch 2041 | loss: 0.0311005 | val_loss: 0.0312321 | Time: 5459.94 ms [2022-03-17 07:09:33 main:574] : INFO : Epoch 2042 | loss: 0.0311026 | val_loss: 0.0312315 | Time: 5520.19 ms [2022-03-17 07:09:38 main:574] : INFO : Epoch 2043 | loss: 0.0311018 | val_loss: 0.0312485 | Time: 5472.47 ms [2022-03-17 07:09:44 main:574] : INFO : Epoch 2044 | loss: 0.0311038 | val_loss: 0.0312411 | Time: 5470.47 ms [2022-03-17 07:09:49 main:574] : INFO : Epoch 2045 | loss: 0.0311022 | val_loss: 0.0312278 | Time: 5488.75 ms [2022-03-17 07:09:55 main:574] : INFO : Epoch 2046 | loss: 0.031101 | val_loss: 0.0312399 | Time: 5487.81 ms [2022-03-17 07:10:00 main:574] : INFO : Epoch 2047 | loss: 0.031101 | val_loss: 0.031233 | Time: 5472.12 ms [2022-03-17 07:10:06 main:574] : INFO : Epoch 2048 | loss: 0.0311012 | val_loss: 0.0312308 | Time: 5712.45 ms [2022-03-17 07:10:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312308 [2022-03-17 07:10:06 main:603] : INFO : Saving end state to config to file [2022-03-17 07:10:06 main:608] : INFO : Success, exiting.. 07:10:06 (22940): 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)