Task 14549201
| Name | ParityModified-1647043296-13308-3-0_0 |
| Workunit | 11575204 |
| Created | 8 Apr 2022, 7:10:13 UTC |
| Sent | 10 Apr 2022, 19:24:45 UTC |
| Report deadline | 18 Apr 2022, 19:24:45 UTC |
| Received | 11 Apr 2022, 0:18:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21717 |
| Run time | 3 hours 13 min 24 sec |
| CPU time | 3 hours 4 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,277.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -11 00:25:51 main:574] : INFO : Epoch 1542 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 5776.15 ms [2022-04-11 00:25:57 main:574] : INFO : Epoch 1543 | loss: 0.0312417 | val_loss: 0.031237 | Time: 6464.18 ms [2022-04-11 00:26:03 main:574] : INFO : Epoch 1544 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 5681.06 ms [2022-04-11 00:26:09 main:574] : INFO : Epoch 1545 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 6351.42 ms [2022-04-11 00:26:15 main:574] : INFO : Epoch 1546 | loss: 0.0312381 | val_loss: 0.031241 | Time: 5985.78 ms [2022-04-11 00:26:22 main:574] : INFO : Epoch 1547 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 6312.73 ms [2022-04-11 00:26:28 main:574] : INFO : Epoch 1548 | loss: 0.031241 | val_loss: 0.0312389 | Time: 6235.65 ms [2022-04-11 00:26:34 main:574] : INFO : Epoch 1549 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 6136.16 ms [2022-04-11 00:26:40 main:574] : INFO : Epoch 1550 | loss: 0.0312385 | val_loss: 0.0312369 | Time: 5872.89 ms [2022-04-11 00:26:46 main:574] : INFO : Epoch 1551 | loss: 0.031238 | val_loss: 0.0312373 | Time: 5969.47 ms [2022-04-11 00:26:52 main:574] : INFO : Epoch 1552 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 5985.69 ms [2022-04-11 00:26:58 main:574] : INFO : Epoch 1553 | loss: 0.0312388 | val_loss: 0.03124 | Time: 6132.39 ms [2022-04-11 00:27:05 main:574] : INFO : Epoch 1554 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 6338.36 ms [2022-04-11 00:27:11 main:574] : INFO : Epoch 1555 | loss: 0.0312388 | val_loss: 0.031238 | Time: 5981.34 ms [2022-04-11 00:27:17 main:574] : INFO : Epoch 1556 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 6226.7 ms [2022-04-11 00:27:23 main:574] : INFO : Epoch 1557 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 5838.25 ms [2022-04-11 00:27:29 main:574] : INFO : Epoch 1558 | loss: 0.0312375 | val_loss: 0.031238 | Time: 6271.83 ms [2022-04-11 00:27:35 main:574] : INFO : Epoch 1559 | loss: 0.0312386 | val_loss: 0.0312364 | Time: 5822.16 ms [2022-04-11 00:27:41 main:574] : INFO : Epoch 1560 | loss: 0.0312378 | val_loss: 0.0312368 | Time: 6362.78 ms [2022-04-11 00:27:47 main:574] : INFO : Epoch 1561 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 5630.73 ms [2022-04-11 00:27:53 main:574] : INFO : Epoch 1562 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 6156.84 ms [2022-04-11 00:27:59 main:574] : INFO : Epoch 1563 | loss: 0.0312392 | val_loss: 0.0312393 | Time: 5691.46 ms [2022-04-11 00:28:15 main:574] : INFO : Epoch 1564 | loss: 0.031238 | val_loss: 0.0312394 | Time: 16513 ms [2022-04-11 00:28:21 main:574] : INFO : Epoch 1565 | loss: 0.0312381 | val_loss: 0.0312409 | Time: 5835.49 ms [2022-04-11 00:28:27 main:574] : INFO : Epoch 1566 | loss: 0.0312401 | val_loss: 0.0312379 | Time: 5882.75 ms [2022-04-11 00:28:33 main:574] : INFO : Epoch 1567 | loss: 0.0312393 | val_loss: 0.031241 | Time: 5633.93 ms [2022-04-11 00:28:39 main:574] : INFO : Epoch 1568 | loss: 0.031238 | val_loss: 0.0312362 | Time: 6109.2 ms [2022-04-11 00:28:45 main:574] : INFO : Epoch 1569 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 5818.3 ms [2022-04-11 00:28:52 main:574] : INFO : Epoch 1570 | loss: 0.0312397 | val_loss: 0.0312365 | Time: 7007.28 ms [2022-04-11 00:28:58 main:574] : INFO : Epoch 1571 | loss: 0.0312392 | val_loss: 0.0312421 | Time: 6335.91 ms [2022-04-11 00:29:04 main:574] : INFO : Epoch 1572 | loss: 0.0312405 | val_loss: 0.0312387 | Time: 6181.53 ms [2022-04-11 00:29:10 main:574] : INFO : Epoch 1573 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 5843.77 ms [2022-04-11 00:29:17 main:574] : INFO : Epoch 1574 | loss: 0.0312372 | val_loss: 0.0312363 | Time: 6857.69 ms [2022-04-11 00:29:24 main:574] : INFO : Epoch 1575 | loss: 0.0312374 | val_loss: 0.0312364 | Time: 6695.25 ms [2022-04-11 00:29:30 main:574] : INFO : Epoch 1576 | loss: 0.0312368 | val_loss: 0.0312383 | Time: 5878.92 ms [2022-04-11 00:29:36 main:574] : INFO : Epoch 1577 | loss: 0.0312382 | val_loss: 0.0312364 | Time: 6413.68 ms [2022-04-11 00:29:42 main:574] : INFO : Epoch 1578 | loss: 0.0312372 | val_loss: 0.0312359 | Time: 6109.91 ms [2022-04-11 00:29:48 main:574] : INFO : Epoch 1579 | loss: 0.031237 | val_loss: 0.0312366 | Time: 6241.62 ms [2022-04-11 00:29:54 main:574] : INFO : Epoch 1580 | loss: 0.0312398 | val_loss: 0.0312417 | Time: 5996.27 ms [2022-04-11 00:30:01 main:574] : INFO : Epoch 1581 | loss: 0.0312374 | val_loss: 0.0312361 | Time: 6297.72 ms [2022-04-11 00:30:08 main:574] : INFO : Epoch 1582 | loss: 0.0312372 | val_loss: 0.0312406 | Time: 6926.54 ms [2022-04-11 00:30:13 main:574] : INFO : Epoch 1583 | loss: 0.0312386 | val_loss: 0.0312364 | Time: 5389.41 ms [2022-04-11 00:30:20 main:574] : INFO : Epoch 1584 | loss: 0.0312369 | val_loss: 0.0312379 | Time: 7336.62 ms [2022-04-11 00:30:26 main:574] : INFO : Epoch 1585 | loss: 0.0312371 | val_loss: 0.0312362 | Time: 5750.16 ms [2022-04-11 00:30:32 main:574] : INFO : Epoch 1586 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 6156.82 ms [2022-04-11 00:30:38 main:574] : INFO : Epoch 1587 | loss: 0.0312376 | val_loss: 0.0312354 | Time: 5772.41 ms [2022-04-11 00:30:44 main:574] : INFO : Epoch 1588 | loss: 0.0312367 | val_loss: 0.031237 | Time: 6126.21 ms [2022-04-11 00:30:50 main:574] : INFO : Epoch 1589 | loss: 0.0312368 | val_loss: 0.031236 | Time: 5653 ms [2022-04-11 00:30:56 main:574] : INFO : Epoch 1590 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 6048.88 ms [2022-04-11 00:31:02 main:574] : INFO : Epoch 1591 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 5666.19 ms [2022-04-11 00:31:08 main:574] : INFO : Epoch 1592 | loss: 0.0312367 | val_loss: 0.0312384 | Time: 6408.65 ms [2022-04-11 00:31:14 main:574] : INFO : Epoch 1593 | loss: 0.0312397 | val_loss: 0.0312385 | Time: 5663.62 ms [2022-04-11 00:31:21 main:574] : INFO : Epoch 1594 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 7106.37 ms [2022-04-11 00:31:27 main:574] : INFO : Epoch 1595 | loss: 0.0312371 | val_loss: 0.0312352 | Time: 5910.13 ms [2022-04-11 00:31:33 main:574] : INFO : Epoch 1596 | loss: 0.0312365 | val_loss: 0.031235 | Time: 5903.38 ms [2022-04-11 00:31:39 main:574] : INFO : Epoch 1597 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 5606.44 ms [2022-04-11 00:31:45 main:574] : INFO : Epoch 1598 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 6314.08 ms [2022-04-11 00:31:51 main:574] : INFO : Epoch 1599 | loss: 0.0312364 | val_loss: 0.0312348 | Time: 6083.69 ms [2022-04-11 00:31:57 main:574] : INFO : Epoch 1600 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 5946.95 ms [2022-04-11 00:32:03 main:574] : INFO : Epoch 1601 | loss: 0.0312366 | val_loss: 0.0312347 | Time: 5814.42 ms [2022-04-11 00:32:09 main:574] : INFO : Epoch 1602 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 6154.55 ms [2022-04-11 00:32:15 main:574] : INFO : Epoch 1603 | loss: 0.0312384 | val_loss: 0.03124 | Time: 5603.13 ms [2022-04-11 00:32:22 main:574] : INFO : Epoch 1604 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 6980.96 ms [2022-04-11 00:32:27 main:574] : INFO : Epoch 1605 | loss: 0.0312369 | val_loss: 0.0312361 | Time: 5791.77 ms [2022-04-11 00:32:33 main:574] : INFO : Epoch 1606 | loss: 0.0312368 | val_loss: 0.031235 | Time: 5920.62 ms [2022-04-11 00:32:39 main:574] : INFO : Epoch 1607 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 5684.61 ms [2022-04-11 00:32:45 main:574] : INFO : Epoch 1608 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 6195.38 ms [2022-04-11 00:32:51 main:574] : INFO : Epoch 1609 | loss: 0.0312358 | val_loss: 0.0312352 | Time: 5677.18 ms [2022-04-11 00:32:57 main:574] : INFO : Epoch 1610 | loss: 0.0312383 | val_loss: 0.0312396 | Time: 6275.41 ms [2022-04-11 00:33:03 main:574] : INFO : Epoch 1611 | loss: 0.0312407 | val_loss: 0.0312463 | Time: 5732.25 ms [2022-04-11 00:33:09 main:574] : INFO : Epoch 1612 | loss: 0.0312382 | val_loss: 0.0312431 | Time: 6310.82 ms [2022-04-11 00:33:15 main:574] : INFO : Epoch 1613 | loss: 0.0312385 | val_loss: 0.0312344 | Time: 5740.04 ms [2022-04-11 00:33:22 main:574] : INFO : Epoch 1614 | loss: 0.0312358 | val_loss: 0.0312346 | Time: 6947.3 ms [2022-04-11 00:33:28 main:574] : INFO : Epoch 1615 | loss: 0.0312355 | val_loss: 0.031235 | Time: 6271.09 ms [2022-04-11 00:33:34 main:574] : INFO : Epoch 1616 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 5727.92 ms [2022-04-11 00:33:40 main:574] : INFO : Epoch 1617 | loss: 0.0312374 | val_loss: 0.031238 | Time: 6275.86 ms [2022-04-11 00:33:46 main:574] : INFO : Epoch 1618 | loss: 0.0312367 | val_loss: 0.0312348 | Time: 5862.29 ms [2022-04-11 00:33:53 main:574] : INFO : Epoch 1619 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 6492.97 ms [2022-04-11 00:33:59 main:574] : INFO : Epoch 1620 | loss: 0.0312364 | val_loss: 0.0312357 | Time: 5787.67 ms [2022-04-11 00:34:05 main:574] : INFO : Epoch 1621 | loss: 0.0312346 | val_loss: 0.0312347 | Time: 6393.22 ms [2022-04-11 00:34:11 main:574] : INFO : Epoch 1622 | loss: 0.0312354 | val_loss: 0.0312383 | Time: 5985.86 ms [2022-04-11 00:34:18 main:574] : INFO : Epoch 1623 | loss: 0.0312354 | val_loss: 0.0312377 | Time: 6820.37 ms [2022-04-11 00:34:25 main:574] : INFO : Epoch 1624 | loss: 0.0312363 | val_loss: 0.031234 | Time: 6817.27 ms [2022-04-11 00:34:30 main:574] : INFO : Epoch 1625 | loss: 0.0312345 | val_loss: 0.0312337 | Time: 5799.81 ms [2022-04-11 00:34:37 main:574] : INFO : Epoch 1626 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 6344.6 ms [2022-04-11 00:34:43 main:574] : INFO : Epoch 1627 | loss: 0.0312341 | val_loss: 0.0312341 | Time: 6237.95 ms [2022-04-11 00:34:49 main:574] : INFO : Epoch 1628 | loss: 0.0312347 | val_loss: 0.031237 | Time: 6172.06 ms [2022-04-11 00:34:55 main:574] : INFO : Epoch 1629 | loss: 0.0312338 | val_loss: 0.0312346 | Time: 5889.31 ms [2022-04-11 00:35:02 main:574] : INFO : Epoch 1630 | loss: 0.0312344 | val_loss: 0.0312334 | Time: 6454.39 ms [2022-04-11 00:35:07 main:574] : INFO : Epoch 1631 | loss: 0.0312334 | val_loss: 0.0312336 | Time: 5762.73 ms [2022-04-11 00:35:14 main:574] : INFO : Epoch 1632 | loss: 0.0312338 | val_loss: 0.0312346 | Time: 6746.8 ms [2022-04-11 00:35:21 main:574] : INFO : Epoch 1633 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 6618.14 ms [2022-04-11 00:35:26 main:574] : INFO : Epoch 1634 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 5695.6 ms [2022-04-11 00:35:33 main:574] : INFO : Epoch 1635 | loss: 0.0312345 | val_loss: 0.0312377 | Time: 6278.1 ms [2022-04-11 00:35:39 main:574] : INFO : Epoch 1636 | loss: 0.0312346 | val_loss: 0.0312395 | Time: 5739.92 ms [2022-04-11 00:35:45 main:574] : INFO : Epoch 1637 | loss: 0.031237 | val_loss: 0.0312391 | Time: 6515.26 ms [2022-04-11 00:35:51 main:574] : INFO : Epoch 1638 | loss: 0.0312356 | val_loss: 0.0312352 | Time: 5861.05 ms [2022-04-11 00:35:57 main:574] : INFO : Epoch 1639 | loss: 0.0312341 | val_loss: 0.0312331 | Time: 6332.24 ms [2022-04-11 00:36:03 main:574] : INFO : Epoch 1640 | loss: 0.0312326 | val_loss: 0.0312325 | Time: 5803.59 ms [2022-04-11 00:36:10 main:574] : INFO : Epoch 1641 | loss: 0.0312324 | val_loss: 0.031236 | Time: 6339.22 ms [2022-04-11 00:36:15 main:574] : INFO : Epoch 1642 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 5733.23 ms [2022-04-11 00:36:22 main:574] : INFO : Epoch 1643 | loss: 0.0312329 | val_loss: 0.0312349 | Time: 6465.87 ms [2022-04-11 00:36:28 main:574] : INFO : Epoch 1644 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 6191.71 ms [2022-04-11 00:36:34 main:574] : INFO : Epoch 1645 | loss: 0.0312351 | val_loss: 0.0312326 | Time: 6316.56 ms [2022-04-11 00:36:40 main:574] : INFO : Epoch 1646 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 5651.95 ms [2022-04-11 00:36:46 main:574] : INFO : Epoch 1647 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 6172.36 ms [2022-04-11 00:36:52 main:574] : INFO : Epoch 1648 | loss: 0.0312327 | val_loss: 0.0312388 | Time: 5819.76 ms [2022-04-11 00:36:58 main:574] : INFO : Epoch 1649 | loss: 0.0312345 | val_loss: 0.0312335 | Time: 6265.36 ms [2022-04-11 00:37:04 main:574] : INFO : Epoch 1650 | loss: 0.0312323 | val_loss: 0.0312319 | Time: 6087.02 ms [2022-04-11 00:37:11 main:574] : INFO : Epoch 1651 | loss: 0.0312325 | val_loss: 0.0312325 | Time: 6177.79 ms [2022-04-11 00:37:17 main:574] : INFO : Epoch 1652 | loss: 0.0312325 | val_loss: 0.0312321 | Time: 6197.16 ms [2022-04-11 00:37:23 main:574] : INFO : Epoch 1653 | loss: 0.0312318 | val_loss: 0.031232 | Time: 5912.43 ms [2022-04-11 00:37:30 main:574] : INFO : Epoch 1654 | loss: 0.031231 | val_loss: 0.0312321 | Time: 6896.41 ms [2022-04-11 00:37:35 main:574] : INFO : Epoch 1655 | loss: 0.031232 | val_loss: 0.0312314 | Time: 5613.9 ms [2022-04-11 00:37:42 main:574] : INFO : Epoch 1656 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 6252.81 ms [2022-04-11 00:37:47 main:574] : INFO : Epoch 1657 | loss: 0.0312317 | val_loss: 0.0312354 | Time: 5760 ms [2022-04-11 00:37:54 main:574] : INFO : Epoch 1658 | loss: 0.0312336 | val_loss: 0.0312316 | Time: 6384.33 ms [2022-04-11 00:37:59 main:574] : INFO : Epoch 1659 | loss: 0.0312315 | val_loss: 0.0312332 | Time: 5714.55 ms [2022-04-11 00:38:06 main:574] : INFO : Epoch 1660 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 6282.87 ms [2022-04-11 00:38:12 main:574] : INFO : Epoch 1661 | loss: 0.0312304 | val_loss: 0.0312309 | Time: 5713.26 ms [2022-04-11 00:38:18 main:574] : INFO : Epoch 1662 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 6326.57 ms [2022-04-11 00:38:24 main:574] : INFO : Epoch 1663 | loss: 0.0312303 | val_loss: 0.0312303 | Time: 5693.13 ms [2022-04-11 00:38:30 main:574] : INFO : Epoch 1664 | loss: 0.0312308 | val_loss: 0.0312334 | Time: 6011.62 ms [2022-04-11 00:38:35 main:574] : INFO : Epoch 1665 | loss: 0.0312324 | val_loss: 0.0312306 | Time: 5767.07 ms [2022-04-11 00:38:42 main:574] : INFO : Epoch 1666 | loss: 0.0312306 | val_loss: 0.0312305 | Time: 6260.58 ms [2022-04-11 00:38:47 main:574] : INFO : Epoch 1667 | loss: 0.0312306 | val_loss: 0.0312316 | Time: 5747.59 ms [2022-04-11 00:38:54 main:574] : INFO : Epoch 1668 | loss: 0.0312304 | val_loss: 0.0312308 | Time: 6269.31 ms [2022-04-11 00:38:59 main:574] : INFO : Epoch 1669 | loss: 0.03123 | val_loss: 0.0312321 | Time: 5748.23 ms [2022-04-11 00:39:06 main:574] : INFO : Epoch 1670 | loss: 0.0312333 | val_loss: 0.031234 | Time: 6230.44 ms [2022-04-11 00:39:12 main:574] : INFO : Epoch 1671 | loss: 0.0312317 | val_loss: 0.0312299 | Time: 6191.26 ms [2022-04-11 00:39:18 main:574] : INFO : Epoch 1672 | loss: 0.03123 | val_loss: 0.0312319 | Time: 6303.61 ms [2022-04-11 00:39:24 main:574] : INFO : Epoch 1673 | loss: 0.0312293 | val_loss: 0.0312299 | Time: 6175.88 ms [2022-04-11 00:39:31 main:574] : INFO : Epoch 1674 | loss: 0.0312299 | val_loss: 0.0312297 | Time: 6540.37 ms [2022-04-11 00:39:37 main:574] : INFO : Epoch 1675 | loss: 0.03123 | val_loss: 0.0312315 | Time: 5881.66 ms [2022-04-11 00:39:43 main:574] : INFO : Epoch 1676 | loss: 0.0312294 | val_loss: 0.0312295 | Time: 6217.76 ms [2022-04-11 00:39:50 main:574] : INFO : Epoch 1677 | loss: 0.0312291 | val_loss: 0.0312293 | Time: 6443.21 ms [2022-04-11 00:39:56 main:574] : INFO : Epoch 1678 | loss: 0.0312303 | val_loss: 0.0312317 | Time: 5967.75 ms [2022-04-11 00:40:02 main:574] : INFO : Epoch 1679 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 6566.3 ms [2022-04-11 00:40:08 main:574] : INFO : Epoch 1680 | loss: 0.0312294 | val_loss: 0.0312317 | Time: 5797.84 ms [2022-04-11 00:40:14 main:574] : INFO : Epoch 1681 | loss: 0.0312292 | val_loss: 0.031229 | Time: 6431.62 ms [2022-04-11 00:40:21 main:574] : INFO : Epoch 1682 | loss: 0.0312276 | val_loss: 0.0312307 | Time: 6148.04 ms [2022-04-11 00:40:27 main:574] : INFO : Epoch 1683 | loss: 0.0312288 | val_loss: 0.0312276 | Time: 6502.83 ms [2022-04-11 00:40:34 main:574] : INFO : Epoch 1684 | loss: 0.0312303 | val_loss: 0.0312327 | Time: 6536.48 ms [2022-04-11 00:40:40 main:574] : INFO : Epoch 1685 | loss: 0.0312336 | val_loss: 0.0312419 | Time: 6005.69 ms [2022-04-11 00:40:46 main:574] : INFO : Epoch 1686 | loss: 0.0312465 | val_loss: 0.031272 | Time: 6300.23 ms [2022-04-11 00:40:52 main:574] : INFO : Epoch 1687 | loss: 0.0312674 | val_loss: 0.0312609 | Time: 5947.65 ms [2022-04-11 00:40:59 main:574] : INFO : Epoch 1688 | loss: 0.0340213 | val_loss: 0.0828547 | Time: 6561.11 ms [2022-04-11 00:41:04 main:574] : INFO : Epoch 1689 | loss: 0.0495774 | val_loss: 0.0339978 | Time: 5803.69 ms [2022-04-11 00:41:11 main:574] : INFO : Epoch 1690 | loss: 0.0336306 | val_loss: 0.0319712 | Time: 6231.27 ms [2022-04-11 00:41:17 main:574] : INFO : Epoch 1691 | loss: 0.0316153 | val_loss: 0.0313421 | Time: 6157.34 ms [2022-04-11 00:41:24 main:574] : INFO : Epoch 1692 | loss: 0.0313236 | val_loss: 0.0312742 | Time: 7112.03 ms [2022-04-11 00:41:31 main:574] : INFO : Epoch 1693 | loss: 0.0312674 | val_loss: 0.0312613 | Time: 6808.9 ms [2022-04-11 00:41:36 main:574] : INFO : Epoch 1694 | loss: 0.031258 | val_loss: 0.0312557 | Time: 5561.22 ms [2022-04-11 00:41:42 main:574] : INFO : Epoch 1695 | loss: 0.0312553 | val_loss: 0.0312548 | Time: 6071.36 ms [2022-04-11 00:41:48 main:574] : INFO : Epoch 1696 | loss: 0.0312542 | val_loss: 0.0312546 | Time: 5979.17 ms [2022-04-11 00:41:55 main:574] : INFO : Epoch 1697 | loss: 0.0312537 | val_loss: 0.031253 | Time: 6443.59 ms [2022-04-11 00:42:01 main:574] : INFO : Epoch 1698 | loss: 0.031253 | val_loss: 0.0312531 | Time: 5687.74 ms [2022-04-11 00:42:07 main:574] : INFO : Epoch 1699 | loss: 0.0312528 | val_loss: 0.0312522 | Time: 6299.04 ms [2022-04-11 00:42:13 main:574] : INFO : Epoch 1700 | loss: 0.0312525 | val_loss: 0.0312521 | Time: 5665.38 ms [2022-04-11 00:42:19 main:574] : INFO : Epoch 1701 | loss: 0.0312521 | val_loss: 0.031253 | Time: 6371.46 ms [2022-04-11 00:42:27 main:574] : INFO : Epoch 1702 | loss: 0.0312524 | val_loss: 0.0312525 | Time: 7489.03 ms [2022-04-11 00:42:32 main:574] : INFO : Epoch 1703 | loss: 0.0312526 | val_loss: 0.0312517 | Time: 5708.19 ms [2022-04-11 00:42:39 main:574] : INFO : Epoch 1704 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 6371.44 ms [2022-04-11 00:42:45 main:574] : INFO : Epoch 1705 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 5816.13 ms [2022-04-11 00:42:51 main:574] : INFO : Epoch 1706 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 6199.4 ms [2022-04-11 00:42:57 main:574] : INFO : Epoch 1707 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 5882.86 ms [2022-04-11 00:43:03 main:574] : INFO : Epoch 1708 | loss: 0.0312514 | val_loss: 0.031252 | Time: 6395.7 ms [2022-04-11 00:43:09 main:574] : INFO : Epoch 1709 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 5840.89 ms [2022-04-11 00:43:26 main:574] : INFO : Epoch 1710 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 17044.3 ms [2022-04-11 00:43:33 main:574] : INFO : Epoch 1711 | loss: 0.0312514 | val_loss: 0.031251 | Time: 6571.68 ms [2022-04-11 00:43:39 main:574] : INFO : Epoch 1712 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 6642.44 ms [2022-04-11 00:43:46 main:574] : INFO : Epoch 1713 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 6297.83 ms [2022-04-11 00:43:52 main:574] : INFO : Epoch 1714 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 6178.01 ms [2022-04-11 00:43:58 main:574] : INFO : Epoch 1715 | loss: 0.031251 | val_loss: 0.0312506 | Time: 6256.15 ms [2022-04-11 00:44:04 main:574] : INFO : Epoch 1716 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5958.4 ms [2022-04-11 00:44:10 main:574] : INFO : Epoch 1717 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 6159.23 ms [2022-04-11 00:44:17 main:574] : INFO : Epoch 1718 | loss: 0.031251 | val_loss: 0.0312506 | Time: 6412.96 ms [2022-04-11 00:44:22 main:574] : INFO : Epoch 1719 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5797.27 ms [2022-04-11 00:44:29 main:574] : INFO : Epoch 1720 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 6180.57 ms [2022-04-11 00:44:34 main:574] : INFO : Epoch 1721 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 5806.81 ms [2022-04-11 00:44:41 main:574] : INFO : Epoch 1722 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 6234.71 ms [2022-04-11 00:44:47 main:574] : INFO : Epoch 1723 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 5868.35 ms [2022-04-11 00:44:53 main:574] : INFO : Epoch 1724 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 6458.35 ms [2022-04-11 00:44:59 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5850.72 ms [2022-04-11 00:45:05 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6321.31 ms [2022-04-11 00:45:11 main:574] : INFO : Epoch 1727 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5689.38 ms [2022-04-11 00:45:17 main:574] : INFO : Epoch 1728 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 6217.85 ms [2022-04-11 00:45:23 main:574] : INFO : Epoch 1729 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 5592.3 ms [2022-04-11 00:45:29 main:574] : INFO : Epoch 1730 | loss: 0.0312509 | val_loss: 0.031251 | Time: 6202.25 ms [2022-04-11 00:45:35 main:574] : INFO : Epoch 1731 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 5973.45 ms [2022-04-11 00:45:41 main:574] : INFO : Epoch 1732 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 6287.53 ms [2022-04-11 00:45:47 main:574] : INFO : Epoch 1733 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 5867.71 ms [2022-04-11 00:45:53 main:574] : INFO : Epoch 1734 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 6237.18 ms [2022-04-11 00:45:59 main:574] : INFO : Epoch 1735 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 5910.72 ms [2022-04-11 00:46:06 main:574] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 6436.38 ms [2022-04-11 00:46:12 main:574] : INFO : Epoch 1737 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5961.58 ms [2022-04-11 00:46:18 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 6218.96 ms [2022-04-11 00:46:24 main:574] : INFO : Epoch 1739 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 5912.89 ms [2022-04-11 00:46:32 main:574] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 7648.84 ms [2022-04-11 00:46:38 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 6089 ms [2022-04-11 00:46:44 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6065.03 ms [2022-04-11 00:46:50 main:574] : INFO : Epoch 1743 | loss: 0.0312503 | val_loss: 0.031251 | Time: 6411.59 ms [2022-04-11 00:46:56 main:574] : INFO : Epoch 1744 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5732.21 ms [2022-04-11 00:47:02 main:574] : INFO : Epoch 1745 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6382.48 ms [2022-04-11 00:47:08 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5913.74 ms [2022-04-11 00:47:15 main:574] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6476 ms [2022-04-11 00:47:21 main:574] : INFO : Epoch 1748 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 6222.17 ms [2022-04-11 00:47:28 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 6835.94 ms [2022-04-11 00:47:34 main:574] : INFO : Epoch 1750 | loss: 0.0312512 | val_loss: 0.031252 | Time: 6401.24 ms [2022-04-11 00:47:40 main:574] : INFO : Epoch 1751 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 5773.71 ms [2022-04-11 00:47:46 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 6191.65 ms [2022-04-11 00:47:52 main:574] : INFO : Epoch 1753 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5807.57 ms [2022-04-11 00:47:59 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 6383.44 ms [2022-04-11 00:48:05 main:574] : INFO : Epoch 1755 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6207.73 ms [2022-04-11 00:48:11 main:574] : INFO : Epoch 1756 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 6221 ms [2022-04-11 00:48:18 main:574] : INFO : Epoch 1757 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 6482.19 ms [2022-04-11 00:48:23 main:574] : INFO : Epoch 1758 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 5927.79 ms [2022-04-11 00:48:31 main:574] : INFO : Epoch 1759 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 7424.55 ms [2022-04-11 00:48:37 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 5826.04 ms [2022-04-11 00:48:43 main:574] : INFO : Epoch 1761 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 6375.02 ms [2022-04-11 00:48:49 main:574] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5819.15 ms [2022-04-11 00:48:55 main:574] : INFO : Epoch 1763 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 6213.7 ms [2022-04-11 00:49:01 main:574] : INFO : Epoch 1764 | loss: 0.0312505 | val_loss: 0.031251 | Time: 6071.4 ms [2022-04-11 00:49:08 main:574] : INFO : Epoch 1765 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 6093.25 ms [2022-04-11 00:49:14 main:574] : INFO : Epoch 1766 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 6432.62 ms [2022-04-11 00:49:20 main:574] : INFO : Epoch 1767 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 5744.05 ms [2022-04-11 00:49:26 main:574] : INFO : Epoch 1768 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 6486.93 ms [2022-04-11 00:49:33 main:574] : INFO : Epoch 1769 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 6586.44 ms [2022-04-11 00:49:39 main:574] : INFO : Epoch 1770 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 6320.83 ms [2022-04-11 00:49:45 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5829.14 ms [2022-04-11 00:49:52 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 6547.14 ms [2022-04-11 00:49:58 main:574] : INFO : Epoch 1773 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 6363.63 ms [2022-04-11 00:50:04 main:574] : INFO : Epoch 1774 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5895.05 ms [2022-04-11 00:50:10 main:574] : INFO : Epoch 1775 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 6111.9 ms [2022-04-11 00:50:16 main:574] : INFO : Epoch 1776 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5798.59 ms [2022-04-11 00:50:22 main:574] : INFO : Epoch 1777 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6089.59 ms [2022-04-11 00:50:28 main:574] : INFO : Epoch 1778 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 6078.8 ms [2022-04-11 00:50:35 main:574] : INFO : Epoch 1779 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 6745.21 ms [2022-04-11 00:50:40 main:574] : INFO : Epoch 1780 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5648.24 ms [2022-04-11 00:50:47 main:574] : INFO : Epoch 1781 | loss: 0.0312504 | val_loss: 0.03125 | Time: 6232.32 ms [2022-04-11 00:50:52 main:574] : INFO : Epoch 1782 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 5676.51 ms [2022-04-11 00:50:59 main:574] : INFO : Epoch 1783 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 6205.14 ms [2022-04-11 00:51:04 main:574] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5759.88 ms [2022-04-11 00:51:11 main:574] : INFO : Epoch 1785 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 6173.79 ms [2022-04-11 00:51:17 main:574] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5808.04 ms [2022-04-11 00:51:23 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6183.44 ms [2022-04-11 00:51:29 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.03125 | Time: 5785.42 ms [2022-04-11 00:51:35 main:574] : INFO : Epoch 1789 | loss: 0.0312502 | val_loss: 0.03125 | Time: 6769.22 ms [2022-04-11 00:51:41 main:574] : INFO : Epoch 1790 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 5832.99 ms [2022-04-11 00:51:48 main:574] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6386.79 ms [2022-04-11 00:51:53 main:574] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5711.99 ms [2022-04-11 00:52:00 main:574] : INFO : Epoch 1793 | loss: 0.0312509 | val_loss: 0.031252 | Time: 6176.9 ms [2022-04-11 00:52:05 main:574] : INFO : Epoch 1794 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 5516.48 ms [2022-04-11 00:52:11 main:574] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6380.24 ms [2022-04-11 00:52:17 main:574] : INFO : Epoch 1796 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5718.92 ms [2022-04-11 00:52:24 main:574] : INFO : Epoch 1797 | loss: 0.031252 | val_loss: 0.0312513 | Time: 6534.81 ms [2022-04-11 00:52:30 main:574] : INFO : Epoch 1798 | loss: 0.031251 | val_loss: 0.0312503 | Time: 6430.94 ms [2022-04-11 00:52:36 main:574] : INFO : Epoch 1799 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 6172.77 ms [2022-04-11 00:52:42 main:574] : INFO : Epoch 1800 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 5720.49 ms [2022-04-11 00:52:48 main:574] : INFO : Epoch 1801 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 6056.67 ms [2022-04-11 00:52:54 main:574] : INFO : Epoch 1802 | loss: 0.031251 | val_loss: 0.0312529 | Time: 5979.5 ms [2022-04-11 00:53:00 main:574] : INFO : Epoch 1803 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 5983.98 ms [2022-04-11 00:53:07 main:574] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.03125 | Time: 6913.99 ms [2022-04-11 00:53:13 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5758.53 ms [2022-04-11 00:53:19 main:574] : INFO : Epoch 1806 | loss: 0.0312512 | val_loss: 0.0312527 | Time: 6269.9 ms [2022-04-11 00:53:25 main:574] : INFO : Epoch 1807 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 5714.96 ms [2022-04-11 00:53:32 main:574] : INFO : Epoch 1808 | loss: 0.0312522 | val_loss: 0.03125 | Time: 6632.26 ms [2022-04-11 00:53:37 main:574] : INFO : Epoch 1809 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 5826.08 ms [2022-04-11 00:53:44 main:574] : INFO : Epoch 1810 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 6520.92 ms [2022-04-11 00:53:50 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5721.93 ms [2022-04-11 00:53:56 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 6233.25 ms [2022-04-11 00:54:02 main:574] : INFO : Epoch 1813 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 5645.51 ms [2022-04-11 00:54:08 main:574] : INFO : Epoch 1814 | loss: 0.0312528 | val_loss: 0.0312517 | Time: 6244.7 ms [2022-04-11 00:54:14 main:574] : INFO : Epoch 1815 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 5736.8 ms [2022-04-11 00:54:20 main:574] : INFO : Epoch 1816 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 6154.13 ms [2022-04-11 00:54:26 main:574] : INFO : Epoch 1817 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 5974.47 ms [2022-04-11 00:54:32 main:574] : INFO : Epoch 1818 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 6420.37 ms [2022-04-11 00:54:38 main:574] : INFO : Epoch 1819 | loss: 0.0312521 | val_loss: 0.0312528 | Time: 5596.05 ms [2022-04-11 00:54:44 main:574] : INFO : Epoch 1820 | loss: 0.031251 | val_loss: 0.0312499 | Time: 6136.65 ms [2022-04-11 00:54:51 main:574] : INFO : Epoch 1821 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 6418.29 ms [2022-04-11 00:54:57 main:574] : INFO : Epoch 1822 | loss: 0.0312509 | val_loss: 0.031252 | Time: 6851.45 ms [2022-04-11 00:55:03 main:574] : INFO : Epoch 1823 | loss: 0.0312516 | val_loss: 0.0312521 | Time: 5839.48 ms [2022-04-11 00:55:09 main:574] : INFO : Epoch 1824 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 5575.97 ms [2022-04-11 00:55:16 main:574] : INFO : Epoch 1825 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 7131.45 ms [2022-04-11 00:55:22 main:574] : INFO : Epoch 1826 | loss: 0.0312514 | val_loss: 0.03125 | Time: 6167.87 ms [2022-04-11 00:55:29 main:574] : INFO : Epoch 1827 | loss: 0.0312514 | val_loss: 0.0312528 | Time: 6365.96 ms [2022-04-11 00:55:34 main:574] : INFO : Epoch 1828 | loss: 0.0312509 | val_loss: 0.03125 | Time: 5693.44 ms [2022-04-11 00:55:40 main:574] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.03125 | Time: 6045.71 ms [2022-04-11 00:55:46 main:574] : INFO : Epoch 1830 | loss: 0.0312515 | val_loss: 0.0312538 | Time: 5593.54 ms [2022-04-11 00:55:52 main:574] : INFO : Epoch 1831 | loss: 0.0312521 | val_loss: 0.0312518 | Time: 6189.35 ms [2022-04-11 00:55:59 main:574] : INFO : Epoch 1832 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 6502.66 ms [2022-04-11 00:56:05 main:574] : INFO : Epoch 1833 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 6693.51 ms [2022-04-11 00:56:12 main:574] : INFO : Epoch 1834 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 6493.72 ms [2022-04-11 00:56:18 main:574] : INFO : Epoch 1835 | loss: 0.0312507 | val_loss: 0.031251 | Time: 5561.57 ms [2022-04-11 00:56:24 main:574] : INFO : Epoch 1836 | loss: 0.0312508 | val_loss: 0.031251 | Time: 6547.95 ms [2022-04-11 00:56:30 main:574] : INFO : Epoch 1837 | loss: 0.0312504 | val_loss: 0.031251 | Time: 5464.35 ms [2022-04-11 00:56:36 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 6173.24 ms [2022-04-11 00:56:42 main:574] : INFO : Epoch 1839 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 5967.09 ms [2022-04-11 00:56:48 main:574] : INFO : Epoch 1840 | loss: 0.0312524 | val_loss: 0.0312506 | Time: 6105.26 ms [2022-04-11 00:56:54 main:574] : INFO : Epoch 1841 | loss: 0.031252 | val_loss: 0.03125 | Time: 5687.69 ms [2022-04-11 00:57:00 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6026.64 ms [2022-04-11 00:57:05 main:574] : INFO : Epoch 1843 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5729.14 ms [2022-04-11 00:57:11 main:574] : INFO : Epoch 1844 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 5438.14 ms [2022-04-11 00:57:17 main:574] : INFO : Epoch 1845 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 6019.47 ms [2022-04-11 00:57:22 main:574] : INFO : Epoch 1846 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5516.37 ms [2022-04-11 00:57:28 main:574] : INFO : Epoch 1847 | loss: 0.0312526 | val_loss: 0.0312503 | Time: 6163 ms [2022-04-11 00:57:34 main:574] : INFO : Epoch 1848 | loss: 0.0312538 | val_loss: 0.0312539 | Time: 5799.85 ms [2022-04-11 00:57:40 main:574] : INFO : Epoch 1849 | loss: 0.0312529 | val_loss: 0.0312512 | Time: 5939.78 ms [2022-04-11 00:57:46 main:574] : INFO : Epoch 1850 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 5549.05 ms [2022-04-11 00:57:52 main:574] : INFO : Epoch 1851 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 5966.88 ms [2022-04-11 00:57:57 main:574] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 5554.78 ms [2022-04-11 00:58:03 main:574] : INFO : Epoch 1853 | loss: 0.031252 | val_loss: 0.0312508 | Time: 5553.52 ms [2022-04-11 00:58:09 main:574] : INFO : Epoch 1854 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 5894.84 ms [2022-04-11 00:58:14 main:574] : INFO : Epoch 1855 | loss: 0.0312526 | val_loss: 0.0312502 | Time: 5443.54 ms [2022-04-11 00:58:21 main:574] : INFO : Epoch 1856 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6308.13 ms [2022-04-11 00:58:37 main:574] : INFO : Epoch 1857 | loss: 0.0312512 | val_loss: 0.03125 | Time: 16070.2 ms [2022-04-11 00:58:42 main:574] : INFO : Epoch 1858 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 5737.9 ms [2022-04-11 00:58:48 main:574] : INFO : Epoch 1859 | loss: 0.0312517 | val_loss: 0.0312501 | Time: 5302.19 ms [2022-04-11 00:58:53 main:574] : INFO : Epoch 1860 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 5334.01 ms [2022-04-11 00:58:59 main:574] : INFO : Epoch 1861 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 5696.69 ms [2022-04-11 00:59:04 main:574] : INFO : Epoch 1862 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 5467.4 ms [2022-04-11 00:59:10 main:574] : INFO : Epoch 1863 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 6013.88 ms [2022-04-11 00:59:16 main:574] : INFO : Epoch 1864 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 5501 ms [2022-04-11 00:59:21 main:574] : INFO : Epoch 1865 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 5520.56 ms [2022-04-11 00:59:27 main:574] : INFO : Epoch 1866 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 5847.41 ms [2022-04-11 00:59:33 main:574] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5522.88 ms [2022-04-11 00:59:39 main:574] : INFO : Epoch 1868 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5942.82 ms [2022-04-11 00:59:44 main:574] : INFO : Epoch 1869 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5446.16 ms [2022-04-11 00:59:50 main:574] : INFO : Epoch 1870 | loss: 0.0312505 | val_loss: 0.03125 | Time: 5685.95 ms [2022-04-11 00:59:56 main:574] : INFO : Epoch 1871 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 5831.24 ms [2022-04-11 01:00:02 main:574] : INFO : Epoch 1872 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5910.07 ms [2022-04-11 01:00:08 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6509.23 ms [2022-04-11 01:00:14 main:574] : INFO : Epoch 1874 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 6023.25 ms [2022-04-11 01:00:20 main:574] : INFO : Epoch 1875 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 5783.58 ms [2022-04-11 01:00:26 main:574] : INFO : Epoch 1876 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 5777.9 ms [2022-04-11 01:00:32 main:574] : INFO : Epoch 1877 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 5890.95 ms [2022-04-11 01:00:37 main:574] : INFO : Epoch 1878 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 5556.45 ms [2022-04-11 01:00:44 main:574] : INFO : Epoch 1879 | loss: 0.031251 | val_loss: 0.0312519 | Time: 6116.62 ms [2022-04-11 01:00:49 main:574] : INFO : Epoch 1880 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 5416.9 ms [2022-04-11 01:00:55 main:574] : INFO : Epoch 1881 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 6216.3 ms [2022-04-11 01:01:01 main:574] : INFO : Epoch 1882 | loss: 0.0312519 | val_loss: 0.0312526 | Time: 5788.89 ms [2022-04-11 01:01:07 main:574] : INFO : Epoch 1883 | loss: 0.0312521 | val_loss: 0.0312528 | Time: 6390.78 ms [2022-04-11 01:01:13 main:574] : INFO : Epoch 1884 | loss: 0.0312518 | val_loss: 0.0312528 | Time: 5494.01 ms [2022-04-11 01:01:19 main:574] : INFO : Epoch 1885 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 6112.6 ms [2022-04-11 01:01:25 main:574] : INFO : Epoch 1886 | loss: 0.0312515 | val_loss: 0.0312529 | Time: 5470.29 ms [2022-04-11 01:01:30 main:574] : INFO : Epoch 1887 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5597.71 ms [2022-04-11 01:01:36 main:574] : INFO : Epoch 1888 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 5847.4 ms [2022-04-11 01:01:42 main:574] : INFO : Epoch 1889 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 5473.64 ms [2022-04-11 01:01:48 main:574] : INFO : Epoch 1890 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 5929.03 ms [2022-04-11 01:01:53 main:574] : INFO : Epoch 1891 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 5453.25 ms [2022-04-11 01:01:59 main:574] : INFO : Epoch 1892 | loss: 0.031251 | val_loss: 0.0312528 | Time: 5941.87 ms [2022-04-11 01:02:04 main:574] : INFO : Epoch 1893 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 5242.42 ms [2022-04-11 01:02:10 main:574] : INFO : Epoch 1894 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 5525.35 ms [2022-04-11 01:02:16 main:574] : INFO : Epoch 1895 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 6180.55 ms [2022-04-11 01:02:21 main:574] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5306.3 ms [2022-04-11 01:02:27 main:574] : INFO : Epoch 1897 | loss: 0.031253 | val_loss: 0.0312506 | Time: 5924.13 ms [2022-04-11 01:02:33 main:574] : INFO : Epoch 1898 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 5451.59 ms [2022-04-11 01:02:40 main:574] : INFO : Epoch 1899 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 7401.24 ms [2022-04-11 01:02:46 main:574] : INFO : Epoch 1900 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 5422.38 ms [2022-04-11 01:02:52 main:574] : INFO : Epoch 1901 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 6096.31 ms [2022-04-11 01:02:57 main:574] : INFO : Epoch 1902 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 5415.34 ms [2022-04-11 01:03:03 main:574] : INFO : Epoch 1903 | loss: 0.0312513 | val_loss: 0.0312561 | Time: 5547.57 ms [2022-04-11 01:03:09 main:574] : INFO : Epoch 1904 | loss: 0.0312519 | val_loss: 0.0312547 | Time: 5759.07 ms [2022-04-11 01:03:14 main:574] : INFO : Epoch 1905 | loss: 0.0312518 | val_loss: 0.0312501 | Time: 5489.34 ms [2022-04-11 01:03:20 main:574] : INFO : Epoch 1906 | loss: 0.0312545 | val_loss: 0.0312519 | Time: 5884.29 ms [2022-04-11 01:03:26 main:574] : INFO : Epoch 1907 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 5547.01 ms [2022-04-11 01:03:32 main:574] : INFO : Epoch 1908 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 5962.09 ms [2022-04-11 01:03:38 main:574] : INFO : Epoch 1909 | loss: 0.031252 | val_loss: 0.0312506 | Time: 6448.5 ms [2022-04-11 01:03:44 main:574] : INFO : Epoch 1910 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 6427.27 ms [2022-04-11 01:03:50 main:574] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 5360.75 ms [2022-04-11 01:03:56 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 5998.58 ms [2022-04-11 01:04:01 main:574] : INFO : Epoch 1913 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5370.14 ms [2022-04-11 01:04:07 main:574] : INFO : Epoch 1914 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 5901.76 ms [2022-04-11 01:04:13 main:574] : INFO : Epoch 1915 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 5810.74 ms [2022-04-11 01:04:18 main:574] : INFO : Epoch 1916 | loss: 0.0312525 | val_loss: 0.0312539 | Time: 5378.87 ms [2022-04-11 01:04:24 main:574] : INFO : Epoch 1917 | loss: 0.0312522 | val_loss: 0.031251 | Time: 6022.67 ms [2022-04-11 01:04:30 main:574] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5488.21 ms [2022-04-11 01:04:36 main:574] : INFO : Epoch 1919 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 5951.86 ms [2022-04-11 01:04:42 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 5620.11 ms [2022-04-11 01:04:48 main:574] : INFO : Epoch 1921 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 6145.82 ms [2022-04-11 01:04:54 main:574] : INFO : Epoch 1922 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 6507.19 ms [2022-04-11 01:05:01 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.031252 | Time: 6387.26 ms [2022-04-11 01:05:06 main:574] : INFO : Epoch 1924 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 5516.77 ms [2022-04-11 01:05:12 main:574] : INFO : Epoch 1925 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 6208.42 ms [2022-04-11 01:05:18 main:574] : INFO : Epoch 1926 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 5423.1 ms [2022-04-11 01:05:24 main:574] : INFO : Epoch 1927 | loss: 0.0312514 | val_loss: 0.0312556 | Time: 6149.81 ms [2022-04-11 01:05:30 main:574] : INFO : Epoch 1928 | loss: 0.0312522 | val_loss: 0.0312512 | Time: 5508.5 ms [2022-04-11 01:05:35 main:574] : INFO : Epoch 1929 | loss: 0.031252 | val_loss: 0.031253 | Time: 5654.74 ms [2022-04-11 01:05:41 main:574] : INFO : Epoch 1930 | loss: 0.0312525 | val_loss: 0.0312502 | Time: 5786.91 ms [2022-04-11 01:05:47 main:574] : INFO : Epoch 1931 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 5959.52 ms [2022-04-11 01:05:54 main:574] : INFO : Epoch 1932 | loss: 0.0312526 | val_loss: 0.0312534 | Time: 6734.61 ms [2022-04-11 01:06:00 main:574] : INFO : Epoch 1933 | loss: 0.0312519 | val_loss: 0.0312508 | Time: 6623.09 ms [2022-04-11 01:06:06 main:574] : INFO : Epoch 1934 | loss: 0.031251 | val_loss: 0.0312523 | Time: 5513.13 ms [2022-04-11 01:06:12 main:574] : INFO : Epoch 1935 | loss: 0.0312515 | val_loss: 0.031251 | Time: 5916.41 ms [2022-04-11 01:06:18 main:574] : INFO : Epoch 1936 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 5858.45 ms [2022-04-11 01:06:24 main:574] : INFO : Epoch 1937 | loss: 0.0312516 | val_loss: 0.0312539 | Time: 6130.44 ms [2022-04-11 01:06:30 main:574] : INFO : Epoch 1938 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 5754.41 ms [2022-04-11 01:06:36 main:574] : INFO : Epoch 1939 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5772.41 ms [2022-04-11 01:06:41 main:574] : INFO : Epoch 1940 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5899.86 ms [2022-04-11 01:06:47 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 5521.54 ms [2022-04-11 01:06:53 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312515 | Time: 6253.79 ms [2022-04-11 01:07:00 main:574] : INFO : Epoch 1943 | loss: 0.0312513 | val_loss: 0.031251 | Time: 7208.17 ms [2022-04-11 01:07:06 main:574] : INFO : Epoch 1944 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 5823.61 ms [2022-04-11 01:07:12 main:574] : INFO : Epoch 1945 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 6127.35 ms [2022-04-11 01:07:18 main:574] : INFO : Epoch 1946 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 5740.55 ms [2022-04-11 01:07:24 main:574] : INFO : Epoch 1947 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 5930.23 ms [2022-04-11 01:07:30 main:574] : INFO : Epoch 1948 | loss: 0.0312515 | val_loss: 0.0312498 | Time: 5605.47 ms [2022-04-11 01:07:35 main:574] : INFO : Epoch 1949 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 5531.04 ms [2022-04-11 01:07:41 main:574] : INFO : Epoch 1950 | loss: 0.0312508 | val_loss: 0.03125 | Time: 5852.83 ms [2022-04-11 01:07:47 main:574] : INFO : Epoch 1951 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 5573.31 ms [2022-04-11 01:07:53 main:574] : INFO : Epoch 1952 | loss: 0.0312512 | val_loss: 0.0312544 | Time: 5980.43 ms [2022-04-11 01:07:59 main:574] : INFO : Epoch 1953 | loss: 0.0312526 | val_loss: 0.0312524 | Time: 6415.81 ms [2022-04-11 01:08:08 main:574] : INFO : Epoch 1954 | loss: 0.031251 | val_loss: 0.0312499 | Time: 8514.19 ms [2022-04-11 01:08:14 main:574] : INFO : Epoch 1955 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5865 ms [2022-04-11 01:08:19 main:574] : INFO : Epoch 1956 | loss: 0.0312516 | val_loss: 0.03125 | Time: 5462.49 ms [2022-04-11 01:08:25 main:574] : INFO : Epoch 1957 | loss: 0.0312528 | val_loss: 0.0312539 | Time: 6039.82 ms [2022-04-11 01:08:31 main:574] : INFO : Epoch 1958 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 5678.53 ms [2022-04-11 01:08:37 main:574] : INFO : Epoch 1959 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 6296.37 ms [2022-04-11 01:08:43 main:574] : INFO : Epoch 1960 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 5383.29 ms [2022-04-11 01:08:49 main:574] : INFO : Epoch 1961 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 6004.16 ms [2022-04-11 01:08:54 main:574] : INFO : Epoch 1962 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 5479.35 ms [2022-04-11 01:09:02 main:574] : INFO : Epoch 1963 | loss: 0.031251 | val_loss: 0.0312501 | Time: 7378.47 ms [2022-04-11 01:09:09 main:574] : INFO : Epoch 1964 | loss: 0.0312515 | val_loss: 0.0312527 | Time: 7109.28 ms [2022-04-11 01:09:15 main:574] : INFO : Epoch 1965 | loss: 0.0312516 | val_loss: 0.03125 | Time: 6062.69 ms [2022-04-11 01:09:21 main:574] : INFO : Epoch 1966 | loss: 0.0312506 | val_loss: 0.0312562 | Time: 6466.34 ms [2022-04-11 01:09:27 main:574] : INFO : Epoch 1967 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 5903.65 ms [2022-04-11 01:09:33 main:574] : INFO : Epoch 1968 | loss: 0.0312524 | val_loss: 0.0312531 | Time: 6331.51 ms [2022-04-11 01:09:39 main:574] : INFO : Epoch 1969 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 5859.52 ms [2022-04-11 01:09:46 main:574] : INFO : Epoch 1970 | loss: 0.0312522 | val_loss: 0.0312531 | Time: 6454.61 ms [2022-04-11 01:09:52 main:574] : INFO : Epoch 1971 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 6094.24 ms [2022-04-11 01:09:59 main:574] : INFO : Epoch 1972 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 7059.9 ms [2022-04-11 01:10:06 main:574] : INFO : Epoch 1973 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6467.73 ms [2022-04-11 01:10:11 main:574] : INFO : Epoch 1974 | loss: 0.0312523 | val_loss: 0.0312526 | Time: 5925.79 ms [2022-04-11 01:10:18 main:574] : INFO : Epoch 1975 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 6091.42 ms [2022-04-11 01:10:23 main:574] : INFO : Epoch 1976 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 5491.38 ms [2022-04-11 01:10:29 main:574] : INFO : Epoch 1977 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 6060.49 ms [2022-04-11 01:10:35 main:574] : INFO : Epoch 1978 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5716.54 ms [2022-04-11 01:10:41 main:574] : INFO : Epoch 1979 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5762.17 ms [2022-04-11 01:10:46 main:574] : INFO : Epoch 1980 | loss: 0.031251 | val_loss: 0.0312498 | Time: 5746.07 ms [2022-04-11 01:10:52 main:574] : INFO : Epoch 1981 | loss: 0.0312527 | val_loss: 0.0312521 | Time: 5555.4 ms [2022-04-11 01:10:59 main:574] : INFO : Epoch 1982 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 6556.86 ms [2022-04-11 01:11:06 main:574] : INFO : Epoch 1983 | loss: 0.0312525 | val_loss: 0.0312519 | Time: 7367.02 ms [2022-04-11 01:11:12 main:574] : INFO : Epoch 1984 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5605.66 ms [2022-04-11 01:11:18 main:574] : INFO : Epoch 1985 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6089.59 ms [2022-04-11 01:11:23 main:574] : INFO : Epoch 1986 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 5618.75 ms [2022-04-11 01:11:29 main:574] : INFO : Epoch 1987 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5841.1 ms [2022-04-11 01:11:35 main:574] : INFO : Epoch 1988 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 5579.44 ms [2022-04-11 01:11:41 main:574] : INFO : Epoch 1989 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 5676.22 ms [2022-04-11 01:11:47 main:574] : INFO : Epoch 1990 | loss: 0.0312507 | val_loss: 0.03125 | Time: 5914.48 ms [2022-04-11 01:11:52 main:574] : INFO : Epoch 1991 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 5599.49 ms [2022-04-11 01:11:58 main:574] : INFO : Epoch 1992 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 5993.59 ms [2022-04-11 01:12:05 main:574] : INFO : Epoch 1993 | loss: 0.0312515 | val_loss: 0.03125 | Time: 6980.06 ms [2022-04-11 01:12:11 main:574] : INFO : Epoch 1994 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 5768.76 ms [2022-04-11 01:12:16 main:574] : INFO : Epoch 1995 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 5421.74 ms [2022-04-11 01:12:22 main:574] : INFO : Epoch 1996 | loss: 0.0312515 | val_loss: 0.0312499 | Time: 5985.49 ms [2022-04-11 01:12:28 main:574] : INFO : Epoch 1997 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5525.15 ms [2022-04-11 01:12:34 main:574] : INFO : Epoch 1998 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 5954.86 ms [2022-04-11 01:12:40 main:574] : INFO : Epoch 1999 | loss: 0.0312522 | val_loss: 0.0312508 | Time: 5610.05 ms [2022-04-11 01:12:46 main:574] : INFO : Epoch 2000 | loss: 0.0312503 | val_loss: 0.03125 | Time: 6135.44 ms [2022-04-11 01:12:51 main:574] : INFO : Epoch 2001 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5457.4 ms [2022-04-11 01:12:57 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5477.58 ms [2022-04-11 01:13:03 main:574] : INFO : Epoch 2003 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 6127.94 ms [2022-04-11 01:13:10 main:574] : INFO : Epoch 2004 | loss: 0.0312527 | val_loss: 0.0312531 | Time: 6934.36 ms [2022-04-11 01:13:15 main:574] : INFO : Epoch 2005 | loss: 0.0312516 | val_loss: 0.0312544 | Time: 5624.42 ms [2022-04-11 01:13:22 main:574] : INFO : Epoch 2006 | loss: 0.0312526 | val_loss: 0.0312533 | Time: 6139.58 ms [2022-04-11 01:13:27 main:574] : INFO : Epoch 2007 | loss: 0.0312525 | val_loss: 0.0312516 | Time: 5740.47 ms [2022-04-11 01:13:33 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5717.94 ms [2022-04-11 01:13:39 main:574] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 6041.97 ms [2022-04-11 01:13:56 main:574] : INFO : Epoch 2010 | loss: 0.0312503 | val_loss: 0.03125 | Time: 17070.9 ms [2022-04-11 01:14:02 main:574] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5348.3 ms [2022-04-11 01:14:07 main:574] : INFO : Epoch 2012 | loss: 0.0312518 | val_loss: 0.0312541 | Time: 5297.98 ms [2022-04-11 01:14:13 main:574] : INFO : Epoch 2013 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 5835.6 ms [2022-04-11 01:14:18 main:574] : INFO : Epoch 2014 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 5183.28 ms [2022-04-11 01:14:24 main:574] : INFO : Epoch 2015 | loss: 0.03125 | val_loss: 0.031251 | Time: 5768.49 ms [2022-04-11 01:14:30 main:574] : INFO : Epoch 2016 | loss: 0.0312514 | val_loss: 0.0312539 | Time: 5863.87 ms [2022-04-11 01:14:35 main:574] : INFO : Epoch 2017 | loss: 0.0312522 | val_loss: 0.0312505 | Time: 5453.09 ms [2022-04-11 01:14:41 main:574] : INFO : Epoch 2018 | loss: 0.0312516 | val_loss: 0.0312541 | Time: 6146.75 ms [2022-04-11 01:14:47 main:574] : INFO : Epoch 2019 | loss: 0.0312516 | val_loss: 0.031252 | Time: 5456.42 ms [2022-04-11 01:14:53 main:574] : INFO : Epoch 2020 | loss: 0.031251 | val_loss: 0.0312516 | Time: 6085.27 ms [2022-04-11 01:14:59 main:574] : INFO : Epoch 2021 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 6442.02 ms [2022-04-11 01:15:05 main:574] : INFO : Epoch 2022 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5963.4 ms [2022-04-11 01:15:11 main:574] : INFO : Epoch 2023 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 5476.98 ms [2022-04-11 01:15:17 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 6059.52 ms [2022-04-11 01:15:22 main:574] : INFO : Epoch 2025 | loss: 0.0312507 | val_loss: 0.031251 | Time: 5559.03 ms [2022-04-11 01:15:28 main:574] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6014.24 ms [2022-04-11 01:15:34 main:574] : INFO : Epoch 2027 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 5446.86 ms [2022-04-11 01:15:39 main:574] : INFO : Epoch 2028 | loss: 0.0312516 | val_loss: 0.03125 | Time: 5462.06 ms [2022-04-11 01:15:45 main:574] : INFO : Epoch 2029 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 5847.9 ms [2022-04-11 01:15:51 main:574] : INFO : Epoch 2030 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 5508.62 ms [2022-04-11 01:15:58 main:574] : INFO : Epoch 2031 | loss: 0.0312529 | val_loss: 0.0312509 | Time: 6689.49 ms [2022-04-11 01:16:03 main:574] : INFO : Epoch 2032 | loss: 0.0312524 | val_loss: 0.0312536 | Time: 5528.08 ms [2022-04-11 01:16:09 main:574] : INFO : Epoch 2033 | loss: 0.0312531 | val_loss: 0.0312508 | Time: 6083.41 ms [2022-04-11 01:16:15 main:574] : INFO : Epoch 2034 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5382.47 ms [2022-04-11 01:16:21 main:574] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 6137.63 ms [2022-04-11 01:16:26 main:574] : INFO : Epoch 2036 | loss: 0.0312506 | val_loss: 0.03125 | Time: 5476.09 ms [2022-04-11 01:16:32 main:574] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 5923.04 ms [2022-04-11 01:16:38 main:574] : INFO : Epoch 2038 | loss: 0.0312507 | val_loss: 0.031251 | Time: 5713.87 ms [2022-04-11 01:16:43 main:574] : INFO : Epoch 2039 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 5345.56 ms [2022-04-11 01:16:49 main:574] : INFO : Epoch 2040 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 5980.29 ms [2022-04-11 01:16:55 main:574] : INFO : Epoch 2041 | loss: 0.031251 | val_loss: 0.0312532 | Time: 5832.15 ms [2022-04-11 01:17:01 main:574] : INFO : Epoch 2042 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 6350.17 ms [2022-04-11 01:17:07 main:574] : INFO : Epoch 2043 | loss: 0.031252 | val_loss: 0.0312505 | Time: 5582.06 ms [2022-04-11 01:17:13 main:574] : INFO : Epoch 2044 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 5908.84 ms [2022-04-11 01:17:18 main:574] : INFO : Epoch 2045 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 4871.56 ms [2022-04-11 01:17:22 main:574] : INFO : Epoch 2046 | loss: 0.0312533 | val_loss: 0.0312505 | Time: 4596.12 ms [2022-04-11 01:17:27 main:574] : INFO : Epoch 2047 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 4538.42 ms [2022-04-11 01:17:32 main:574] : INFO : Epoch 2048 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4476.3 ms [2022-04-11 01:17:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312502 [2022-04-11 01:17:32 main:603] : INFO : Saving end state to config to file [2022-04-11 01:17:32 main:608] : INFO : Success, exiting.. 01:17:32 (2856): 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)