Task 14547345
| Name | ParityModified-1647046549-6120-3-0_3 |
| Workunit | 11302520 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:16:16 UTC |
| Report deadline | 16 Apr 2022, 6:16:16 UTC |
| Received | 8 Apr 2022, 16:28:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16285 |
| Run time | 1 hours 23 min 28 sec |
| CPU time | 1 hours 21 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,240.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.51 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312423 | val_loss: 0.031239 | Time: 2384.07 ms
[2022-04-08 11:07:01 main:574] : INFO : Epoch 1543 | loss: 0.0312431 | val_loss: 0.0312388 | Time: 2388.46 ms
[2022-04-08 11:07:04 main:574] : INFO : Epoch 1544 | loss: 0.0312423 | val_loss: 0.0312405 | Time: 2378.13 ms
[2022-04-08 11:07:06 main:574] : INFO : Epoch 1545 | loss: 0.0312436 | val_loss: 0.0312388 | Time: 2381.31 ms
[2022-04-08 11:07:09 main:574] : INFO : Epoch 1546 | loss: 0.0312421 | val_loss: 0.0312406 | Time: 2377.69 ms
[2022-04-08 11:07:11 main:574] : INFO : Epoch 1547 | loss: 0.0312435 | val_loss: 0.0312404 | Time: 2381.54 ms
[2022-04-08 11:07:13 main:574] : INFO : Epoch 1548 | loss: 0.031244 | val_loss: 0.0312408 | Time: 2389.67 ms
[2022-04-08 11:07:16 main:574] : INFO : Epoch 1549 | loss: 0.0312436 | val_loss: 0.0312399 | Time: 2379.81 ms
[2022-04-08 11:07:18 main:574] : INFO : Epoch 1550 | loss: 0.0312439 | val_loss: 0.0312404 | Time: 2381.2 ms
[2022-04-08 11:07:21 main:574] : INFO : Epoch 1551 | loss: 0.0312427 | val_loss: 0.0312408 | Time: 2380.58 ms
[2022-04-08 11:07:23 main:574] : INFO : Epoch 1552 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 2378.13 ms
[2022-04-08 11:07:25 main:574] : INFO : Epoch 1553 | loss: 0.0312451 | val_loss: 0.031241 | Time: 2376.85 ms
[2022-04-08 11:07:28 main:574] : INFO : Epoch 1554 | loss: 0.0312443 | val_loss: 0.0312426 | Time: 2384.31 ms
[2022-04-08 11:07:30 main:574] : INFO : Epoch 1555 | loss: 0.031242 | val_loss: 0.0312389 | Time: 2378.07 ms
[2022-04-08 11:07:32 main:574] : INFO : Epoch 1556 | loss: 0.0312421 | val_loss: 0.0312391 | Time: 2379.43 ms
[2022-04-08 11:07:35 main:574] : INFO : Epoch 1557 | loss: 0.0312428 | val_loss: 0.0312412 | Time: 2383.11 ms
[2022-04-08 11:07:37 main:574] : INFO : Epoch 1558 | loss: 0.0312424 | val_loss: 0.0312396 | Time: 2380.54 ms
[2022-04-08 11:07:40 main:574] : INFO : Epoch 1559 | loss: 0.0312423 | val_loss: 0.0312385 | Time: 2383.8 ms
[2022-04-08 11:07:42 main:574] : INFO : Epoch 1560 | loss: 0.0312423 | val_loss: 0.0312389 | Time: 2387.16 ms
[2022-04-08 11:07:44 main:574] : INFO : Epoch 1561 | loss: 0.0312423 | val_loss: 0.0312404 | Time: 2377.82 ms
[2022-04-08 11:07:47 main:574] : INFO : Epoch 1562 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 2387.44 ms
[2022-04-08 11:07:49 main:574] : INFO : Epoch 1563 | loss: 0.0312433 | val_loss: 0.0312395 | Time: 2377.95 ms
[2022-04-08 11:07:52 main:574] : INFO : Epoch 1564 | loss: 0.0312425 | val_loss: 0.0312384 | Time: 2381.42 ms
[2022-04-08 11:07:54 main:574] : INFO : Epoch 1565 | loss: 0.0312433 | val_loss: 0.0312442 | Time: 2380.05 ms
[2022-04-08 11:07:56 main:574] : INFO : Epoch 1566 | loss: 0.031243 | val_loss: 0.0312388 | Time: 2381.9 ms
[2022-04-08 11:07:59 main:574] : INFO : Epoch 1567 | loss: 0.0312427 | val_loss: 0.0312392 | Time: 2385.43 ms
[2022-04-08 11:08:01 main:574] : INFO : Epoch 1568 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 2377.4 ms
[2022-04-08 11:08:04 main:574] : INFO : Epoch 1569 | loss: 0.0312427 | val_loss: 0.031242 | Time: 2383.49 ms
[2022-04-08 11:08:06 main:574] : INFO : Epoch 1570 | loss: 0.0312441 | val_loss: 0.0312434 | Time: 2381.3 ms
[2022-04-08 11:08:08 main:574] : INFO : Epoch 1571 | loss: 0.0312444 | val_loss: 0.0312401 | Time: 2381.27 ms
[2022-04-08 11:08:11 main:574] : INFO : Epoch 1572 | loss: 0.0312425 | val_loss: 0.0312391 | Time: 2382.03 ms
[2022-04-08 11:08:13 main:574] : INFO : Epoch 1573 | loss: 0.0312433 | val_loss: 0.0312395 | Time: 2381.48 ms
[2022-04-08 11:08:15 main:574] : INFO : Epoch 1574 | loss: 0.0312428 | val_loss: 0.0312399 | Time: 2386.26 ms
[2022-04-08 11:08:18 main:574] : INFO : Epoch 1575 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 2383.83 ms
[2022-04-08 11:08:20 main:574] : INFO : Epoch 1576 | loss: 0.0312421 | val_loss: 0.0312389 | Time: 2380.24 ms
[2022-04-08 11:08:23 main:574] : INFO : Epoch 1577 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 2393.5 ms
[2022-04-08 11:08:25 main:574] : INFO : Epoch 1578 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 2380.81 ms
[2022-04-08 11:08:27 main:574] : INFO : Epoch 1579 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2380.44 ms
[2022-04-08 11:08:30 main:574] : INFO : Epoch 1580 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 2381.71 ms
[2022-04-08 11:08:32 main:574] : INFO : Epoch 1581 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 2381.71 ms
[2022-04-08 11:08:35 main:574] : INFO : Epoch 1582 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 2388.2 ms
[2022-04-08 11:08:37 main:574] : INFO : Epoch 1583 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 2378.11 ms
[2022-04-08 11:08:39 main:574] : INFO : Epoch 1584 | loss: 0.0312435 | val_loss: 0.0312395 | Time: 2385.07 ms
[2022-04-08 11:08:42 main:574] : INFO : Epoch 1585 | loss: 0.0312422 | val_loss: 0.031239 | Time: 2382.24 ms
[2022-04-08 11:08:44 main:574] : INFO : Epoch 1586 | loss: 0.0312419 | val_loss: 0.0312401 | Time: 2388.53 ms
[2022-04-08 11:08:47 main:574] : INFO : Epoch 1587 | loss: 0.0312421 | val_loss: 0.0312402 | Time: 2390.7 ms
[2022-04-08 11:08:49 main:574] : INFO : Epoch 1588 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 2374.69 ms
[2022-04-08 11:08:51 main:574] : INFO : Epoch 1589 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 2382.12 ms
[2022-04-08 11:08:54 main:574] : INFO : Epoch 1590 | loss: 0.0312427 | val_loss: 0.0312409 | Time: 2384.22 ms
[2022-04-08 11:08:56 main:574] : INFO : Epoch 1591 | loss: 0.0312421 | val_loss: 0.0312388 | Time: 2379.89 ms
[2022-04-08 11:08:58 main:574] : INFO : Epoch 1592 | loss: 0.0312426 | val_loss: 0.0312397 | Time: 2379.93 ms
[2022-04-08 11:09:01 main:574] : INFO : Epoch 1593 | loss: 0.0312425 | val_loss: 0.0312405 | Time: 2378.08 ms
[2022-04-08 11:09:03 main:574] : INFO : Epoch 1594 | loss: 0.0312424 | val_loss: 0.0312389 | Time: 2382.85 ms
[2022-04-08 11:09:06 main:574] : INFO : Epoch 1595 | loss: 0.0312456 | val_loss: 0.0312431 | Time: 2385.45 ms
[2022-04-08 11:09:08 main:574] : INFO : Epoch 1596 | loss: 0.0312454 | val_loss: 0.0312394 | Time: 2381.42 ms
[2022-04-08 11:09:11 main:574] : INFO : Epoch 1597 | loss: 0.0312456 | val_loss: 0.0312436 | Time: 2789.44 ms
[2022-04-08 11:09:13 main:574] : INFO : Epoch 1598 | loss: 0.0312455 | val_loss: 0.0312408 | Time: 2454.6 ms
[2022-04-08 11:09:16 main:574] : INFO : Epoch 1599 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 2377.77 ms
[2022-04-08 11:09:18 main:574] : INFO : Epoch 1600 | loss: 0.0312463 | val_loss: 0.0312423 | Time: 2378.43 ms
[2022-04-08 11:09:20 main:574] : INFO : Epoch 1601 | loss: 0.0312442 | val_loss: 0.0312402 | Time: 2379.5 ms
[2022-04-08 11:09:23 main:574] : INFO : Epoch 1602 | loss: 0.0312425 | val_loss: 0.0312407 | Time: 2380.02 ms
[2022-04-08 11:09:25 main:574] : INFO : Epoch 1603 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 2374.47 ms
[2022-04-08 11:09:28 main:574] : INFO : Epoch 1604 | loss: 0.0312422 | val_loss: 0.0312387 | Time: 2380.82 ms
[2022-04-08 11:09:30 main:574] : INFO : Epoch 1605 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 2384.96 ms
[2022-04-08 11:09:32 main:574] : INFO : Epoch 1606 | loss: 0.0312446 | val_loss: 0.0312407 | Time: 2374.78 ms
[2022-04-08 11:09:35 main:574] : INFO : Epoch 1607 | loss: 0.0312421 | val_loss: 0.0312391 | Time: 2385.65 ms
[2022-04-08 11:09:37 main:574] : INFO : Epoch 1608 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 2375.05 ms
[2022-04-08 11:09:40 main:574] : INFO : Epoch 1609 | loss: 0.031244 | val_loss: 0.0312407 | Time: 2379.23 ms
[2022-04-08 11:09:42 main:574] : INFO : Epoch 1610 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 2377.74 ms
[2022-04-08 11:09:44 main:574] : INFO : Epoch 1611 | loss: 0.0312437 | val_loss: 0.0312408 | Time: 2378.92 ms
[2022-04-08 11:09:47 main:574] : INFO : Epoch 1612 | loss: 0.0312437 | val_loss: 0.0312392 | Time: 2381.47 ms
[2022-04-08 11:09:49 main:574] : INFO : Epoch 1613 | loss: 0.0312426 | val_loss: 0.0312396 | Time: 2376.89 ms
[2022-04-08 11:09:51 main:574] : INFO : Epoch 1614 | loss: 0.0312425 | val_loss: 0.0312388 | Time: 2379.64 ms
[2022-04-08 11:09:54 main:574] : INFO : Epoch 1615 | loss: 0.0312425 | val_loss: 0.0312398 | Time: 2377.21 ms
[2022-04-08 11:09:56 main:574] : INFO : Epoch 1616 | loss: 0.031243 | val_loss: 0.0312397 | Time: 2380.98 ms
[2022-04-08 11:09:59 main:574] : INFO : Epoch 1617 | loss: 0.0312423 | val_loss: 0.03124 | Time: 2375.86 ms
[2022-04-08 11:10:01 main:574] : INFO : Epoch 1618 | loss: 0.031243 | val_loss: 0.0312392 | Time: 2378.82 ms
[2022-04-08 11:10:03 main:574] : INFO : Epoch 1619 | loss: 0.0312426 | val_loss: 0.0312389 | Time: 2379.43 ms
[2022-04-08 11:10:06 main:574] : INFO : Epoch 1620 | loss: 0.0312422 | val_loss: 0.0312391 | Time: 2377.66 ms
[2022-04-08 11:10:08 main:574] : INFO : Epoch 1621 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 2584.48 ms
[2022-04-08 11:10:11 main:574] : INFO : Epoch 1622 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 2387.47 ms
[2022-04-08 11:10:13 main:574] : INFO : Epoch 1623 | loss: 0.0312436 | val_loss: 0.0312393 | Time: 2383.43 ms
[2022-04-08 11:10:15 main:574] : INFO : Epoch 1624 | loss: 0.0312438 | val_loss: 0.0312395 | Time: 2380.69 ms
[2022-04-08 11:10:18 main:574] : INFO : Epoch 1625 | loss: 0.031242 | val_loss: 0.0312419 | Time: 2385.34 ms
[2022-04-08 11:10:20 main:574] : INFO : Epoch 1626 | loss: 0.0312442 | val_loss: 0.0312412 | Time: 2380.31 ms
[2022-04-08 11:10:23 main:574] : INFO : Epoch 1627 | loss: 0.0312437 | val_loss: 0.0312394 | Time: 2384.87 ms
[2022-04-08 11:10:25 main:574] : INFO : Epoch 1628 | loss: 0.0312427 | val_loss: 0.0312397 | Time: 2381.22 ms
[2022-04-08 11:10:27 main:574] : INFO : Epoch 1629 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2384.17 ms
[2022-04-08 11:10:30 main:574] : INFO : Epoch 1630 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 2389.31 ms
[2022-04-08 11:10:32 main:574] : INFO : Epoch 1631 | loss: 0.0312421 | val_loss: 0.0312386 | Time: 2384.58 ms
[2022-04-08 11:10:35 main:574] : INFO : Epoch 1632 | loss: 0.031242 | val_loss: 0.0312395 | Time: 2380.48 ms
[2022-04-08 11:10:37 main:574] : INFO : Epoch 1633 | loss: 0.0312422 | val_loss: 0.031239 | Time: 2379.46 ms
[2022-04-08 11:10:39 main:574] : INFO : Epoch 1634 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 2386.54 ms
[2022-04-08 11:10:42 main:574] : INFO : Epoch 1635 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 2385.06 ms
[2022-04-08 11:10:44 main:574] : INFO : Epoch 1636 | loss: 0.0312445 | val_loss: 0.0312402 | Time: 2386.91 ms
[2022-04-08 11:10:47 main:574] : INFO : Epoch 1637 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 2392.63 ms
[2022-04-08 11:10:49 main:574] : INFO : Epoch 1638 | loss: 0.0312441 | val_loss: 0.0312393 | Time: 2381.05 ms
[2022-04-08 11:10:51 main:574] : INFO : Epoch 1639 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 2381.83 ms
[2022-04-08 11:10:54 main:574] : INFO : Epoch 1640 | loss: 0.031242 | val_loss: 0.0312412 | Time: 2378.32 ms
[2022-04-08 11:10:56 main:574] : INFO : Epoch 1641 | loss: 0.0312424 | val_loss: 0.0312392 | Time: 2383.68 ms
[2022-04-08 11:10:59 main:574] : INFO : Epoch 1642 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 2387.74 ms
[2022-04-08 11:11:01 main:574] : INFO : Epoch 1643 | loss: 0.0312425 | val_loss: 0.0312387 | Time: 2388.38 ms
[2022-04-08 11:11:03 main:574] : INFO : Epoch 1644 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 2384.53 ms
[2022-04-08 11:11:06 main:574] : INFO : Epoch 1645 | loss: 0.0312438 | val_loss: 0.0312406 | Time: 2374.9 ms
[2022-04-08 11:11:08 main:574] : INFO : Epoch 1646 | loss: 0.0312438 | val_loss: 0.0312409 | Time: 2380.2 ms
[2022-04-08 11:11:10 main:574] : INFO : Epoch 1647 | loss: 0.0312437 | val_loss: 0.031244 | Time: 2387.94 ms
[2022-04-08 11:11:13 main:574] : INFO : Epoch 1648 | loss: 0.0312452 | val_loss: 0.0312422 | Time: 2386.39 ms
[2022-04-08 11:11:15 main:574] : INFO : Epoch 1649 | loss: 0.0312443 | val_loss: 0.0312397 | Time: 2384.46 ms
[2022-04-08 11:11:18 main:574] : INFO : Epoch 1650 | loss: 0.0312421 | val_loss: 0.0312426 | Time: 2387.33 ms
[2022-04-08 11:11:20 main:574] : INFO : Epoch 1651 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 2388.61 ms
[2022-04-08 11:11:22 main:574] : INFO : Epoch 1652 | loss: 0.0312437 | val_loss: 0.0312403 | Time: 2381.4 ms
[2022-04-08 11:11:25 main:574] : INFO : Epoch 1653 | loss: 0.0312434 | val_loss: 0.0312407 | Time: 2377.19 ms
[2022-04-08 11:11:27 main:574] : INFO : Epoch 1654 | loss: 0.0312423 | val_loss: 0.0312385 | Time: 2385.22 ms
[2022-04-08 11:11:30 main:574] : INFO : Epoch 1655 | loss: 0.0312423 | val_loss: 0.0312391 | Time: 2386.93 ms
[2022-04-08 11:11:32 main:574] : INFO : Epoch 1656 | loss: 0.0312424 | val_loss: 0.0312393 | Time: 2383.44 ms
[2022-04-08 11:11:34 main:574] : INFO : Epoch 1657 | loss: 0.0312444 | val_loss: 0.0312422 | Time: 2386.22 ms
[2022-04-08 11:11:37 main:574] : INFO : Epoch 1658 | loss: 0.031243 | val_loss: 0.0312403 | Time: 2383.35 ms
[2022-04-08 11:11:39 main:574] : INFO : Epoch 1659 | loss: 0.0312431 | val_loss: 0.0312417 | Time: 2384.32 ms
[2022-04-08 11:11:42 main:574] : INFO : Epoch 1660 | loss: 0.0312429 | val_loss: 0.0312398 | Time: 2379.48 ms
[2022-04-08 11:11:44 main:574] : INFO : Epoch 1661 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 2384.39 ms
[2022-04-08 11:11:46 main:574] : INFO : Epoch 1662 | loss: 0.0312438 | val_loss: 0.0312393 | Time: 2379.92 ms
[2022-04-08 11:11:49 main:574] : INFO : Epoch 1663 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 2386.72 ms
[2022-04-08 11:11:51 main:574] : INFO : Epoch 1664 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 2380.87 ms
[2022-04-08 11:11:53 main:574] : INFO : Epoch 1665 | loss: 0.0312426 | val_loss: 0.0312386 | Time: 2377.33 ms
[2022-04-08 11:11:56 main:574] : INFO : Epoch 1666 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 2380.95 ms
[2022-04-08 11:11:58 main:574] : INFO : Epoch 1667 | loss: 0.0312444 | val_loss: 0.0312402 | Time: 2389.93 ms
[2022-04-08 11:12:01 main:574] : INFO : Epoch 1668 | loss: 0.0312421 | val_loss: 0.0312412 | Time: 2384.12 ms
[2022-04-08 11:12:03 main:574] : INFO : Epoch 1669 | loss: 0.0312422 | val_loss: 0.0312386 | Time: 2384.21 ms
[2022-04-08 11:12:05 main:574] : INFO : Epoch 1670 | loss: 0.0312433 | val_loss: 0.0312411 | Time: 2380.25 ms
[2022-04-08 11:12:08 main:574] : INFO : Epoch 1671 | loss: 0.0312434 | val_loss: 0.0312401 | Time: 2381.67 ms
[2022-04-08 11:12:10 main:574] : INFO : Epoch 1672 | loss: 0.0312435 | val_loss: 0.0312391 | Time: 2383.87 ms
[2022-04-08 11:12:13 main:574] : INFO : Epoch 1673 | loss: 0.0312422 | val_loss: 0.0312388 | Time: 2386.72 ms
[2022-04-08 11:12:15 main:574] : INFO : Epoch 1674 | loss: 0.0312426 | val_loss: 0.0312399 | Time: 2383.72 ms
[2022-04-08 11:12:17 main:574] : INFO : Epoch 1675 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 2381.3 ms
[2022-04-08 11:12:20 main:574] : INFO : Epoch 1676 | loss: 0.0312433 | val_loss: 0.0312404 | Time: 2384.53 ms
[2022-04-08 11:12:22 main:574] : INFO : Epoch 1677 | loss: 0.0312419 | val_loss: 0.0312385 | Time: 2377.09 ms
[2022-04-08 11:12:25 main:574] : INFO : Epoch 1678 | loss: 0.031244 | val_loss: 0.0312414 | Time: 2383.41 ms
[2022-04-08 11:12:27 main:574] : INFO : Epoch 1679 | loss: 0.0312439 | val_loss: 0.0312409 | Time: 2386.02 ms
[2022-04-08 11:12:29 main:574] : INFO : Epoch 1680 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 2387.53 ms
[2022-04-08 11:12:32 main:574] : INFO : Epoch 1681 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 2850.81 ms
[2022-04-08 11:12:35 main:574] : INFO : Epoch 1682 | loss: 0.0312469 | val_loss: 0.0312398 | Time: 2395.71 ms
[2022-04-08 11:12:37 main:574] : INFO : Epoch 1683 | loss: 0.0312425 | val_loss: 0.0312402 | Time: 2388.11 ms
[2022-04-08 11:12:39 main:574] : INFO : Epoch 1684 | loss: 0.0312427 | val_loss: 0.0312395 | Time: 2380.35 ms
[2022-04-08 11:12:42 main:574] : INFO : Epoch 1685 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 2379.37 ms
[2022-04-08 11:12:44 main:574] : INFO : Epoch 1686 | loss: 0.0312439 | val_loss: 0.0312395 | Time: 2382.55 ms
[2022-04-08 11:12:47 main:574] : INFO : Epoch 1687 | loss: 0.031243 | val_loss: 0.0312434 | Time: 2374.71 ms
[2022-04-08 11:12:49 main:574] : INFO : Epoch 1688 | loss: 0.0312431 | val_loss: 0.0312396 | Time: 2377.44 ms
[2022-04-08 11:12:51 main:574] : INFO : Epoch 1689 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2378.8 ms
[2022-04-08 11:12:54 main:574] : INFO : Epoch 1690 | loss: 0.031242 | val_loss: 0.0312399 | Time: 2372.14 ms
[2022-04-08 11:12:56 main:574] : INFO : Epoch 1691 | loss: 0.0312424 | val_loss: 0.0312403 | Time: 2379.33 ms
[2022-04-08 11:12:58 main:574] : INFO : Epoch 1692 | loss: 0.0312427 | val_loss: 0.0312384 | Time: 2376.11 ms
[2022-04-08 11:13:01 main:574] : INFO : Epoch 1693 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 2382.88 ms
[2022-04-08 11:13:03 main:574] : INFO : Epoch 1694 | loss: 0.0312432 | val_loss: 0.0312398 | Time: 2380.74 ms
[2022-04-08 11:13:06 main:574] : INFO : Epoch 1695 | loss: 0.0312426 | val_loss: 0.0312392 | Time: 2378.95 ms
[2022-04-08 11:13:08 main:574] : INFO : Epoch 1696 | loss: 0.0312422 | val_loss: 0.0312391 | Time: 2379.71 ms
[2022-04-08 11:13:10 main:574] : INFO : Epoch 1697 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2374.02 ms
[2022-04-08 11:13:13 main:574] : INFO : Epoch 1698 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 2380.11 ms
[2022-04-08 11:13:15 main:574] : INFO : Epoch 1699 | loss: 0.0312444 | val_loss: 0.0312397 | Time: 2377.17 ms
[2022-04-08 11:13:18 main:574] : INFO : Epoch 1700 | loss: 0.0312456 | val_loss: 0.0312407 | Time: 2378.05 ms
[2022-04-08 11:13:20 main:574] : INFO : Epoch 1701 | loss: 0.0312427 | val_loss: 0.0312399 | Time: 2378.06 ms
[2022-04-08 11:13:22 main:574] : INFO : Epoch 1702 | loss: 0.0312423 | val_loss: 0.0312392 | Time: 2377.55 ms
[2022-04-08 11:13:25 main:574] : INFO : Epoch 1703 | loss: 0.0312425 | val_loss: 0.0312396 | Time: 2382.51 ms
[2022-04-08 11:13:27 main:574] : INFO : Epoch 1704 | loss: 0.0312427 | val_loss: 0.0312411 | Time: 2380.4 ms
[2022-04-08 11:13:30 main:574] : INFO : Epoch 1705 | loss: 0.031243 | val_loss: 0.0312415 | Time: 2573.24 ms
[2022-04-08 11:13:32 main:574] : INFO : Epoch 1706 | loss: 0.0312434 | val_loss: 0.0312393 | Time: 2396.7 ms
[2022-04-08 11:13:34 main:574] : INFO : Epoch 1707 | loss: 0.0312467 | val_loss: 0.0312533 | Time: 2382.88 ms
[2022-04-08 11:13:37 main:574] : INFO : Epoch 1708 | loss: 0.0312563 | val_loss: 0.0312588 | Time: 2385.78 ms
[2022-04-08 11:13:39 main:574] : INFO : Epoch 1709 | loss: 0.0325988 | val_loss: 0.032283 | Time: 2386.36 ms
[2022-04-08 11:13:42 main:574] : INFO : Epoch 1710 | loss: 0.0363386 | val_loss: 0.0345042 | Time: 2377.82 ms
[2022-04-08 11:13:44 main:574] : INFO : Epoch 1711 | loss: 0.0321916 | val_loss: 0.0313971 | Time: 2385.59 ms
[2022-04-08 11:13:46 main:574] : INFO : Epoch 1712 | loss: 0.0313805 | val_loss: 0.0313187 | Time: 2382.3 ms
[2022-04-08 11:13:49 main:574] : INFO : Epoch 1713 | loss: 0.031278 | val_loss: 0.0312619 | Time: 2386.91 ms
[2022-04-08 11:13:51 main:574] : INFO : Epoch 1714 | loss: 0.0312557 | val_loss: 0.0312506 | Time: 2378.84 ms
[2022-04-08 11:13:54 main:574] : INFO : Epoch 1715 | loss: 0.0312497 | val_loss: 0.0312471 | Time: 2388.21 ms
[2022-04-08 11:13:56 main:574] : INFO : Epoch 1716 | loss: 0.031247 | val_loss: 0.0312452 | Time: 2378.91 ms
[2022-04-08 11:13:58 main:574] : INFO : Epoch 1717 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 2381.93 ms
[2022-04-08 11:14:01 main:574] : INFO : Epoch 1718 | loss: 0.0312448 | val_loss: 0.0312425 | Time: 2383.49 ms
[2022-04-08 11:14:03 main:574] : INFO : Epoch 1719 | loss: 0.0312439 | val_loss: 0.0312416 | Time: 2393.08 ms
[2022-04-08 11:14:06 main:574] : INFO : Epoch 1720 | loss: 0.0312434 | val_loss: 0.0312409 | Time: 2383.38 ms
[2022-04-08 11:14:08 main:574] : INFO : Epoch 1721 | loss: 0.031243 | val_loss: 0.0312406 | Time: 2392.2 ms
[2022-04-08 11:14:10 main:574] : INFO : Epoch 1722 | loss: 0.0312426 | val_loss: 0.0312403 | Time: 2381.09 ms
[2022-04-08 11:14:13 main:574] : INFO : Epoch 1723 | loss: 0.0312424 | val_loss: 0.0312399 | Time: 2384.38 ms
[2022-04-08 11:14:15 main:574] : INFO : Epoch 1724 | loss: 0.0312427 | val_loss: 0.0312398 | Time: 2379.37 ms
[2022-04-08 11:14:17 main:574] : INFO : Epoch 1725 | loss: 0.0312422 | val_loss: 0.0312401 | Time: 2383.49 ms
[2022-04-08 11:14:20 main:574] : INFO : Epoch 1726 | loss: 0.0312426 | val_loss: 0.0312394 | Time: 2379.96 ms
[2022-04-08 11:14:22 main:574] : INFO : Epoch 1727 | loss: 0.0312424 | val_loss: 0.0312395 | Time: 2377.23 ms
[2022-04-08 11:14:25 main:574] : INFO : Epoch 1728 | loss: 0.0312427 | val_loss: 0.0312404 | Time: 2384 ms
[2022-04-08 11:14:27 main:574] : INFO : Epoch 1729 | loss: 0.0312422 | val_loss: 0.0312392 | Time: 2380.94 ms
[2022-04-08 11:14:29 main:574] : INFO : Epoch 1730 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 2382.92 ms
[2022-04-08 11:14:32 main:574] : INFO : Epoch 1731 | loss: 0.0312419 | val_loss: 0.0312396 | Time: 2391.08 ms
[2022-04-08 11:14:34 main:574] : INFO : Epoch 1732 | loss: 0.0312423 | val_loss: 0.0312391 | Time: 2382.83 ms
[2022-04-08 11:14:37 main:574] : INFO : Epoch 1733 | loss: 0.031242 | val_loss: 0.0312391 | Time: 2383.85 ms
[2022-04-08 11:14:39 main:574] : INFO : Epoch 1734 | loss: 0.0312421 | val_loss: 0.0312395 | Time: 2398.53 ms
[2022-04-08 11:14:41 main:574] : INFO : Epoch 1735 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 2379.17 ms
[2022-04-08 11:14:44 main:574] : INFO : Epoch 1736 | loss: 0.0312423 | val_loss: 0.031239 | Time: 2384.14 ms
[2022-04-08 11:14:46 main:574] : INFO : Epoch 1737 | loss: 0.0312421 | val_loss: 0.031239 | Time: 2384.22 ms
[2022-04-08 11:14:49 main:574] : INFO : Epoch 1738 | loss: 0.031242 | val_loss: 0.0312394 | Time: 2384.7 ms
[2022-04-08 11:14:51 main:574] : INFO : Epoch 1739 | loss: 0.031242 | val_loss: 0.031239 | Time: 2378.83 ms
[2022-04-08 11:14:53 main:574] : INFO : Epoch 1740 | loss: 0.0312419 | val_loss: 0.031239 | Time: 2386.12 ms
[2022-04-08 11:14:56 main:574] : INFO : Epoch 1741 | loss: 0.0312418 | val_loss: 0.0312392 | Time: 2383.16 ms
[2022-04-08 11:14:58 main:574] : INFO : Epoch 1742 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 2388.44 ms
[2022-04-08 11:15:00 main:574] : INFO : Epoch 1743 | loss: 0.0312439 | val_loss: 0.0312395 | Time: 2386.53 ms
[2022-04-08 11:15:03 main:574] : INFO : Epoch 1744 | loss: 0.0312426 | val_loss: 0.0312398 | Time: 2382.74 ms
[2022-04-08 11:15:05 main:574] : INFO : Epoch 1745 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2383.23 ms
[2022-04-08 11:15:08 main:574] : INFO : Epoch 1746 | loss: 0.0312421 | val_loss: 0.0312389 | Time: 2383.74 ms
[2022-04-08 11:15:10 main:574] : INFO : Epoch 1747 | loss: 0.0312419 | val_loss: 0.0312388 | Time: 2379.05 ms
[2022-04-08 11:15:12 main:574] : INFO : Epoch 1748 | loss: 0.0312417 | val_loss: 0.0312388 | Time: 2388.91 ms
[2022-04-08 11:15:15 main:574] : INFO : Epoch 1749 | loss: 0.0312418 | val_loss: 0.0312393 | Time: 2377.46 ms
[2022-04-08 11:15:17 main:574] : INFO : Epoch 1750 | loss: 0.0312417 | val_loss: 0.0312389 | Time: 2390.21 ms
[2022-04-08 11:15:20 main:574] : INFO : Epoch 1751 | loss: 0.031242 | val_loss: 0.031239 | Time: 2382.13 ms
[2022-04-08 11:15:22 main:574] : INFO : Epoch 1752 | loss: 0.031242 | val_loss: 0.0312389 | Time: 2381.32 ms
[2022-04-08 11:15:24 main:574] : INFO : Epoch 1753 | loss: 0.0312423 | val_loss: 0.0312395 | Time: 2384.02 ms
[2022-04-08 11:15:27 main:574] : INFO : Epoch 1754 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 2386.64 ms
[2022-04-08 11:15:29 main:574] : INFO : Epoch 1755 | loss: 0.0312416 | val_loss: 0.0312388 | Time: 2380.9 ms
[2022-04-08 11:15:32 main:574] : INFO : Epoch 1756 | loss: 0.0312422 | val_loss: 0.0312391 | Time: 2385.78 ms
[2022-04-08 11:15:34 main:574] : INFO : Epoch 1757 | loss: 0.0312425 | val_loss: 0.0312388 | Time: 2386.14 ms
[2022-04-08 11:15:36 main:574] : INFO : Epoch 1758 | loss: 0.0312419 | val_loss: 0.0312396 | Time: 2383.79 ms
[2022-04-08 11:15:39 main:574] : INFO : Epoch 1759 | loss: 0.031242 | val_loss: 0.0312389 | Time: 2379.42 ms
[2022-04-08 11:15:41 main:574] : INFO : Epoch 1760 | loss: 0.0312417 | val_loss: 0.0312389 | Time: 2386.32 ms
[2022-04-08 11:15:43 main:574] : INFO : Epoch 1761 | loss: 0.0312416 | val_loss: 0.0312391 | Time: 2382.76 ms
[2022-04-08 11:15:46 main:574] : INFO : Epoch 1762 | loss: 0.0312417 | val_loss: 0.0312388 | Time: 2391.3 ms
[2022-04-08 11:15:48 main:574] : INFO : Epoch 1763 | loss: 0.0312417 | val_loss: 0.0312415 | Time: 2381.88 ms
[2022-04-08 11:15:51 main:574] : INFO : Epoch 1764 | loss: 0.0312431 | val_loss: 0.0312398 | Time: 2379.21 ms
[2022-04-08 11:15:53 main:574] : INFO : Epoch 1765 | loss: 0.0312426 | val_loss: 0.0312389 | Time: 2387.23 ms
[2022-04-08 11:15:55 main:574] : INFO : Epoch 1766 | loss: 0.0312426 | val_loss: 0.0312391 | Time: 2378.7 ms
[2022-04-08 11:15:58 main:574] : INFO : Epoch 1767 | loss: 0.0312422 | val_loss: 0.0312388 | Time: 2381 ms
[2022-04-08 11:16:00 main:574] : INFO : Epoch 1768 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 2383.03 ms
[2022-04-08 11:16:03 main:574] : INFO : Epoch 1769 | loss: 0.0312419 | val_loss: 0.0312389 | Time: 2381.51 ms
[2022-04-08 11:16:05 main:574] : INFO : Epoch 1770 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 2383.78 ms
[2022-04-08 11:16:07 main:574] : INFO : Epoch 1771 | loss: 0.0312428 | val_loss: 0.0312397 | Time: 2379.42 ms
[2022-04-08 11:16:10 main:574] : INFO : Epoch 1772 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 2393.9 ms
[2022-04-08 11:16:12 main:574] : INFO : Epoch 1773 | loss: 0.0312416 | val_loss: 0.0312389 | Time: 2381 ms
[2022-04-08 11:16:15 main:574] : INFO : Epoch 1774 | loss: 0.0312423 | val_loss: 0.0312396 | Time: 2381.19 ms
[2022-04-08 11:16:17 main:574] : INFO : Epoch 1775 | loss: 0.0312419 | val_loss: 0.0312388 | Time: 2386.27 ms
[2022-04-08 11:16:19 main:574] : INFO : Epoch 1776 | loss: 0.0312418 | val_loss: 0.0312395 | Time: 2389.81 ms
[2022-04-08 11:16:22 main:574] : INFO : Epoch 1777 | loss: 0.0312423 | val_loss: 0.0312389 | Time: 2395.02 ms
[2022-04-08 11:16:24 main:574] : INFO : Epoch 1778 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2386.14 ms
[2022-04-08 11:16:27 main:574] : INFO : Epoch 1779 | loss: 0.0312419 | val_loss: 0.031239 | Time: 2387.42 ms
[2022-04-08 11:16:29 main:574] : INFO : Epoch 1780 | loss: 0.031242 | val_loss: 0.0312389 | Time: 2384.97 ms
[2022-04-08 11:16:31 main:574] : INFO : Epoch 1781 | loss: 0.0312419 | val_loss: 0.0312387 | Time: 2383.04 ms
[2022-04-08 11:16:34 main:574] : INFO : Epoch 1782 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 2386.73 ms
[2022-04-08 11:16:36 main:574] : INFO : Epoch 1783 | loss: 0.031242 | val_loss: 0.0312408 | Time: 2393.27 ms
[2022-04-08 11:16:38 main:574] : INFO : Epoch 1784 | loss: 0.0312423 | val_loss: 0.0312393 | Time: 2382.48 ms
[2022-04-08 11:16:41 main:574] : INFO : Epoch 1785 | loss: 0.0312435 | val_loss: 0.0312397 | Time: 2383.83 ms
[2022-04-08 11:16:43 main:574] : INFO : Epoch 1786 | loss: 0.0312423 | val_loss: 0.0312396 | Time: 2384.09 ms
[2022-04-08 11:16:46 main:574] : INFO : Epoch 1787 | loss: 0.0312421 | val_loss: 0.0312387 | Time: 2389.14 ms
[2022-04-08 11:16:48 main:574] : INFO : Epoch 1788 | loss: 0.0312421 | val_loss: 0.0312393 | Time: 2382.03 ms
[2022-04-08 11:16:50 main:574] : INFO : Epoch 1789 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 2384.24 ms
[2022-04-08 11:16:53 main:574] : INFO : Epoch 1790 | loss: 0.0312417 | val_loss: 0.0312391 | Time: 2386.37 ms
[2022-04-08 11:16:55 main:574] : INFO : Epoch 1791 | loss: 0.0312424 | val_loss: 0.0312404 | Time: 2383.18 ms
[2022-04-08 11:16:58 main:574] : INFO : Epoch 1792 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 2383.02 ms
[2022-04-08 11:17:00 main:574] : INFO : Epoch 1793 | loss: 0.031242 | val_loss: 0.0312389 | Time: 2379.17 ms
[2022-04-08 11:17:02 main:574] : INFO : Epoch 1794 | loss: 0.0312419 | val_loss: 0.0312391 | Time: 2380.63 ms
[2022-04-08 11:17:05 main:574] : INFO : Epoch 1795 | loss: 0.031242 | val_loss: 0.031239 | Time: 2386.23 ms
[2022-04-08 11:17:07 main:574] : INFO : Epoch 1796 | loss: 0.0312418 | val_loss: 0.0312387 | Time: 2380.73 ms
[2022-04-08 11:17:10 main:574] : INFO : Epoch 1797 | loss: 0.031242 | val_loss: 0.0312401 | Time: 2385.67 ms
[2022-04-08 11:17:12 main:574] : INFO : Epoch 1798 | loss: 0.0312423 | val_loss: 0.0312397 | Time: 2378.84 ms
[2022-04-08 11:17:14 main:574] : INFO : Epoch 1799 | loss: 0.0312432 | val_loss: 0.0312388 | Time: 2379.4 ms
[2022-04-08 11:17:17 main:574] : INFO : Epoch 1800 | loss: 0.0312421 | val_loss: 0.031239 | Time: 2384.87 ms
[2022-04-08 11:17:19 main:574] : INFO : Epoch 1801 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 2376.87 ms
[2022-04-08 11:17:21 main:574] : INFO : Epoch 1802 | loss: 0.0312423 | val_loss: 0.0312388 | Time: 2387.2 ms
[2022-04-08 11:17:24 main:574] : INFO : Epoch 1803 | loss: 0.0312418 | val_loss: 0.0312394 | Time: 2380.7 ms
[2022-04-08 11:17:26 main:574] : INFO : Epoch 1804 | loss: 0.0312418 | val_loss: 0.0312396 | Time: 2382.79 ms
[2022-04-08 11:17:29 main:574] : INFO : Epoch 1805 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 2386.53 ms
[2022-04-08 11:17:31 main:574] : INFO : Epoch 1806 | loss: 0.0312421 | val_loss: 0.0312392 | Time: 2381.06 ms
[2022-04-08 11:17:33 main:574] : INFO : Epoch 1807 | loss: 0.0312429 | val_loss: 0.0312403 | Time: 2381.26 ms
[2022-04-08 11:17:36 main:574] : INFO : Epoch 1808 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 2375.38 ms
[2022-04-08 11:17:38 main:574] : INFO : Epoch 1809 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 2384.64 ms
[2022-04-08 11:17:41 main:574] : INFO : Epoch 1810 | loss: 0.0312461 | val_loss: 0.0312397 | Time: 2379.28 ms
[2022-04-08 11:17:43 main:574] : INFO : Epoch 1811 | loss: 0.0312424 | val_loss: 0.0312402 | Time: 2380.88 ms
[2022-04-08 11:17:45 main:574] : INFO : Epoch 1812 | loss: 0.0312422 | val_loss: 0.0312389 | Time: 2385.71 ms
[2022-04-08 11:17:48 main:574] : INFO : Epoch 1813 | loss: 0.0312417 | val_loss: 0.0312392 | Time: 2378.74 ms
[2022-04-08 11:17:50 main:574] : INFO : Epoch 1814 | loss: 0.0312418 | val_loss: 0.0312388 | Time: 2384.91 ms
[2022-04-08 11:17:53 main:574] : INFO : Epoch 1815 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 2382.07 ms
[2022-04-08 11:17:55 main:574] : INFO : Epoch 1816 | loss: 0.0312422 | val_loss: 0.0312392 | Time: 2387.98 ms
[2022-04-08 11:17:57 main:574] : INFO : Epoch 1817 | loss: 0.0312433 | val_loss: 0.0312387 | Time: 2388.04 ms
[2022-04-08 11:18:00 main:574] : INFO : Epoch 1818 | loss: 0.0312423 | val_loss: 0.0312391 | Time: 2382.63 ms
[2022-04-08 11:18:02 main:574] : INFO : Epoch 1819 | loss: 0.0312428 | val_loss: 0.03124 | Time: 2388.82 ms
[2022-04-08 11:18:04 main:574] : INFO : Epoch 1820 | loss: 0.0312428 | val_loss: 0.0312397 | Time: 2385.54 ms
[2022-04-08 11:18:07 main:574] : INFO : Epoch 1821 | loss: 0.0312427 | val_loss: 0.0312405 | Time: 2381.39 ms
[2022-04-08 11:18:09 main:574] : INFO : Epoch 1822 | loss: 0.0312429 | val_loss: 0.03124 | Time: 2383.93 ms
[2022-04-08 11:18:12 main:574] : INFO : Epoch 1823 | loss: 0.0312436 | val_loss: 0.0312392 | Time: 2377.11 ms
[2022-04-08 11:18:14 main:574] : INFO : Epoch 1824 | loss: 0.0312452 | val_loss: 0.0312405 | Time: 2382.43 ms
[2022-04-08 11:18:16 main:574] : INFO : Epoch 1825 | loss: 0.0312425 | val_loss: 0.0312391 | Time: 2378.96 ms
[2022-04-08 11:18:19 main:574] : INFO : Epoch 1826 | loss: 0.031242 | val_loss: 0.0312391 | Time: 2383.82 ms
[2022-04-08 11:18:21 main:574] : INFO : Epoch 1827 | loss: 0.0312422 | val_loss: 0.0312396 | Time: 2384.77 ms
[2022-04-08 11:18:24 main:574] : INFO : Epoch 1828 | loss: 0.0312423 | val_loss: 0.0312388 | Time: 2376.5 ms
[2022-04-08 11:18:26 main:574] : INFO : Epoch 1829 | loss: 0.0312418 | val_loss: 0.0312393 | Time: 2384.62 ms
[2022-04-08 11:18:28 main:574] : INFO : Epoch 1830 | loss: 0.0312426 | val_loss: 0.031239 | Time: 2389.06 ms
[2022-04-08 11:18:31 main:574] : INFO : Epoch 1831 | loss: 0.0312433 | val_loss: 0.0312414 | Time: 2383.51 ms
[2022-04-08 11:18:33 main:574] : INFO : Epoch 1832 | loss: 0.0312433 | val_loss: 0.0312387 | Time: 2386.63 ms
[2022-04-08 11:18:36 main:574] : INFO : Epoch 1833 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2380.83 ms
[2022-04-08 11:18:38 main:574] : INFO : Epoch 1834 | loss: 0.031242 | val_loss: 0.0312388 | Time: 2391.34 ms
[2022-04-08 11:18:40 main:574] : INFO : Epoch 1835 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 2377.98 ms
[2022-04-08 11:18:43 main:574] : INFO : Epoch 1836 | loss: 0.0312424 | val_loss: 0.0312393 | Time: 2383.08 ms
[2022-04-08 11:18:45 main:574] : INFO : Epoch 1837 | loss: 0.031242 | val_loss: 0.0312388 | Time: 2383.12 ms
[2022-04-08 11:18:47 main:574] : INFO : Epoch 1838 | loss: 0.0312416 | val_loss: 0.0312391 | Time: 2380.17 ms
[2022-04-08 11:18:50 main:574] : INFO : Epoch 1839 | loss: 0.0312421 | val_loss: 0.0312391 | Time: 2385.55 ms
[2022-04-08 11:18:52 main:574] : INFO : Epoch 1840 | loss: 0.0312419 | val_loss: 0.0312396 | Time: 2378.38 ms
[2022-04-08 11:18:55 main:574] : INFO : Epoch 1841 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 2382.46 ms
[2022-04-08 11:18:57 main:574] : INFO : Epoch 1842 | loss: 0.0312419 | val_loss: 0.031239 | Time: 2386.01 ms
[2022-04-08 11:18:59 main:574] : INFO : Epoch 1843 | loss: 0.0312416 | val_loss: 0.0312389 | Time: 2379.77 ms
[2022-04-08 11:19:02 main:574] : INFO : Epoch 1844 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 2382.05 ms
[2022-04-08 11:19:04 main:574] : INFO : Epoch 1845 | loss: 0.0312444 | val_loss: 0.0312407 | Time: 2377.9 ms
[2022-04-08 11:19:07 main:574] : INFO : Epoch 1846 | loss: 0.0312431 | val_loss: 0.0312393 | Time: 2381.52 ms
[2022-04-08 11:19:09 main:574] : INFO : Epoch 1847 | loss: 0.0312421 | val_loss: 0.0312391 | Time: 2383.64 ms
[2022-04-08 11:19:11 main:574] : INFO : Epoch 1848 | loss: 0.0312421 | val_loss: 0.031239 | Time: 2381.37 ms
[2022-04-08 11:19:14 main:574] : INFO : Epoch 1849 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 2382.85 ms
[2022-04-08 11:19:16 main:574] : INFO : Epoch 1850 | loss: 0.0312431 | val_loss: 0.0312393 | Time: 2381.97 ms
[2022-04-08 11:19:19 main:574] : INFO : Epoch 1851 | loss: 0.0312426 | val_loss: 0.0312398 | Time: 2383.6 ms
[2022-04-08 11:19:21 main:574] : INFO : Epoch 1852 | loss: 0.0312435 | val_loss: 0.03124 | Time: 2381.06 ms
[2022-04-08 11:19:23 main:574] : INFO : Epoch 1853 | loss: 0.0312428 | val_loss: 0.0312398 | Time: 2381.47 ms
[2022-04-08 11:19:26 main:574] : INFO : Epoch 1854 | loss: 0.031242 | val_loss: 0.031239 | Time: 2380.65 ms
[2022-04-08 11:19:28 main:574] : INFO : Epoch 1855 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 2382.39 ms
[2022-04-08 11:19:30 main:574] : INFO : Epoch 1856 | loss: 0.0312428 | val_loss: 0.0312401 | Time: 2385.35 ms
[2022-04-08 11:19:33 main:574] : INFO : Epoch 1857 | loss: 0.0312428 | val_loss: 0.0312403 | Time: 2378.31 ms
[2022-04-08 11:19:35 main:574] : INFO : Epoch 1858 | loss: 0.0312422 | val_loss: 0.0312393 | Time: 2390.36 ms
[2022-04-08 11:19:38 main:574] : INFO : Epoch 1859 | loss: 0.031242 | val_loss: 0.0312397 | Time: 2392.6 ms
[2022-04-08 11:19:40 main:574] : INFO : Epoch 1860 | loss: 0.0312433 | val_loss: 0.0312401 | Time: 2378.49 ms
[2022-04-08 11:19:42 main:574] : INFO : Epoch 1861 | loss: 0.0312424 | val_loss: 0.0312389 | Time: 2386.9 ms
[2022-04-08 11:19:45 main:574] : INFO : Epoch 1862 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2382.5 ms
[2022-04-08 11:19:47 main:574] : INFO : Epoch 1863 | loss: 0.0312428 | val_loss: 0.0312398 | Time: 2389.49 ms
[2022-04-08 11:19:50 main:574] : INFO : Epoch 1864 | loss: 0.0312424 | val_loss: 0.0312392 | Time: 2382.66 ms
[2022-04-08 11:19:52 main:574] : INFO : Epoch 1865 | loss: 0.031242 | val_loss: 0.0312397 | Time: 2376.86 ms
[2022-04-08 11:19:54 main:574] : INFO : Epoch 1866 | loss: 0.031243 | val_loss: 0.0312396 | Time: 2387.65 ms
[2022-04-08 11:19:57 main:574] : INFO : Epoch 1867 | loss: 0.0312422 | val_loss: 0.0312391 | Time: 2381.15 ms
[2022-04-08 11:19:59 main:574] : INFO : Epoch 1868 | loss: 0.0312427 | val_loss: 0.0312394 | Time: 2385.59 ms
[2022-04-08 11:20:02 main:574] : INFO : Epoch 1869 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 2383.24 ms
[2022-04-08 11:20:04 main:574] : INFO : Epoch 1870 | loss: 0.0312422 | val_loss: 0.0312393 | Time: 2385.27 ms
[2022-04-08 11:20:06 main:574] : INFO : Epoch 1871 | loss: 0.031243 | val_loss: 0.0312415 | Time: 2382.07 ms
[2022-04-08 11:20:09 main:574] : INFO : Epoch 1872 | loss: 0.0312436 | val_loss: 0.0312412 | Time: 2375.89 ms
[2022-04-08 11:20:12 main:574] : INFO : Epoch 1873 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 2869.6 ms
[2022-04-08 11:20:14 main:574] : INFO : Epoch 1874 | loss: 0.0312423 | val_loss: 0.0312396 | Time: 2386.21 ms
[2022-04-08 11:20:16 main:574] : INFO : Epoch 1875 | loss: 0.0312418 | val_loss: 0.0312388 | Time: 2382.31 ms
[2022-04-08 11:20:19 main:574] : INFO : Epoch 1876 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 2379.47 ms
[2022-04-08 11:20:21 main:574] : INFO : Epoch 1877 | loss: 0.0312416 | val_loss: 0.0312404 | Time: 2382.33 ms
[2022-04-08 11:20:24 main:574] : INFO : Epoch 1878 | loss: 0.0312439 | val_loss: 0.0312419 | Time: 2380.67 ms
[2022-04-08 11:20:26 main:574] : INFO : Epoch 1879 | loss: 0.0312439 | val_loss: 0.0312404 | Time: 2381.52 ms
[2022-04-08 11:20:28 main:574] : INFO : Epoch 1880 | loss: 0.0312426 | val_loss: 0.0312402 | Time: 2379.04 ms
[2022-04-08 11:20:31 main:574] : INFO : Epoch 1881 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2380.03 ms
[2022-04-08 11:20:33 main:574] : INFO : Epoch 1882 | loss: 0.0312426 | val_loss: 0.0312416 | Time: 2376.9 ms
[2022-04-08 11:20:35 main:574] : INFO : Epoch 1883 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 2390.48 ms
[2022-04-08 11:20:38 main:574] : INFO : Epoch 1884 | loss: 0.0312432 | val_loss: 0.0312394 | Time: 2388.14 ms
[2022-04-08 11:20:40 main:574] : INFO : Epoch 1885 | loss: 0.0312424 | val_loss: 0.0312389 | Time: 2377.7 ms
[2022-04-08 11:20:43 main:574] : INFO : Epoch 1886 | loss: 0.031243 | val_loss: 0.0312399 | Time: 2387.47 ms
[2022-04-08 11:20:45 main:574] : INFO : Epoch 1887 | loss: 0.0312423 | val_loss: 0.0312391 | Time: 2379.15 ms
[2022-04-08 11:20:47 main:574] : INFO : Epoch 1888 | loss: 0.0312419 | val_loss: 0.0312389 | Time: 2384.1 ms
[2022-04-08 11:20:50 main:574] : INFO : Epoch 1889 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 2380.21 ms
[2022-04-08 11:20:52 main:574] : INFO : Epoch 1890 | loss: 0.0312429 | val_loss: 0.031239 | Time: 2378.15 ms
[2022-04-08 11:20:55 main:574] : INFO : Epoch 1891 | loss: 0.0312419 | val_loss: 0.0312389 | Time: 2379.91 ms
[2022-04-08 11:20:57 main:574] : INFO : Epoch 1892 | loss: 0.0312426 | val_loss: 0.031239 | Time: 2378.62 ms
[2022-04-08 11:20:59 main:574] : INFO : Epoch 1893 | loss: 0.0312416 | val_loss: 0.0312442 | Time: 2379.34 ms
[2022-04-08 11:21:02 main:574] : INFO : Epoch 1894 | loss: 0.0312421 | val_loss: 0.0312387 | Time: 2383.52 ms
[2022-04-08 11:21:04 main:574] : INFO : Epoch 1895 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 2376.97 ms
[2022-04-08 11:21:07 main:574] : INFO : Epoch 1896 | loss: 0.0312436 | val_loss: 0.0312415 | Time: 2564.54 ms
[2022-04-08 11:21:09 main:574] : INFO : Epoch 1897 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 2389.26 ms
[2022-04-08 11:21:11 main:574] : INFO : Epoch 1898 | loss: 0.0312451 | val_loss: 0.0312399 | Time: 2384.8 ms
[2022-04-08 11:21:14 main:574] : INFO : Epoch 1899 | loss: 0.0312426 | val_loss: 0.0312399 | Time: 2394.77 ms
[2022-04-08 11:21:16 main:574] : INFO : Epoch 1900 | loss: 0.031242 | val_loss: 0.0312388 | Time: 2384.46 ms
[2022-04-08 11:21:19 main:574] : INFO : Epoch 1901 | loss: 0.0312419 | val_loss: 0.0312389 | Time: 2383.49 ms
[2022-04-08 11:21:21 main:574] : INFO : Epoch 1902 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 2380.53 ms
[2022-04-08 11:21:23 main:574] : INFO : Epoch 1903 | loss: 0.0312434 | val_loss: 0.0312392 | Time: 2386.13 ms
[2022-04-08 11:21:26 main:574] : INFO : Epoch 1904 | loss: 0.0312432 | val_loss: 0.0312402 | Time: 2379.31 ms
[2022-04-08 11:21:28 main:574] : INFO : Epoch 1905 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 2383.97 ms
[2022-04-08 11:21:31 main:574] : INFO : Epoch 1906 | loss: 0.0312422 | val_loss: 0.0312394 | Time: 2381.4 ms
[2022-04-08 11:21:33 main:574] : INFO : Epoch 1907 | loss: 0.0312423 | val_loss: 0.0312395 | Time: 2380.8 ms
[2022-04-08 11:21:35 main:574] : INFO : Epoch 1908 | loss: 0.0312422 | val_loss: 0.0312402 | Time: 2387.29 ms
[2022-04-08 11:21:38 main:574] : INFO : Epoch 1909 | loss: 0.0312441 | val_loss: 0.0312405 | Time: 2395.2 ms
[2022-04-08 11:21:40 main:574] : INFO : Epoch 1910 | loss: 0.0312437 | val_loss: 0.0312405 | Time: 2381.42 ms
[2022-04-08 11:21:43 main:574] : INFO : Epoch 1911 | loss: 0.031245 | val_loss: 0.0312409 | Time: 2391.36 ms
[2022-04-08 11:21:45 main:574] : INFO : Epoch 1912 | loss: 0.0312448 | val_loss: 0.0312393 | Time: 2376.36 ms
[2022-04-08 11:21:47 main:574] : INFO : Epoch 1913 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 2386.63 ms
[2022-04-08 11:21:50 main:574] : INFO : Epoch 1914 | loss: 0.0312438 | val_loss: 0.0312398 | Time: 2387.85 ms
[2022-04-08 11:21:52 main:574] : INFO : Epoch 1915 | loss: 0.0312422 | val_loss: 0.0312391 | Time: 2389.16 ms
[2022-04-08 11:21:54 main:574] : INFO : Epoch 1916 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 2380.63 ms
[2022-04-08 11:21:57 main:574] : INFO : Epoch 1917 | loss: 0.0312425 | val_loss: 0.0312403 | Time: 2379.82 ms
[2022-04-08 11:21:59 main:574] : INFO : Epoch 1918 | loss: 0.0312428 | val_loss: 0.0312395 | Time: 2392.94 ms
[2022-04-08 11:22:02 main:574] : INFO : Epoch 1919 | loss: 0.0312426 | val_loss: 0.0312395 | Time: 2384.68 ms
[2022-04-08 11:22:04 main:574] : INFO : Epoch 1920 | loss: 0.0312428 | val_loss: 0.0312397 | Time: 2380.83 ms
[2022-04-08 11:22:06 main:574] : INFO : Epoch 1921 | loss: 0.0312432 | val_loss: 0.0312401 | Time: 2388.08 ms
[2022-04-08 11:22:09 main:574] : INFO : Epoch 1922 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 2385.12 ms
[2022-04-08 11:22:11 main:574] : INFO : Epoch 1923 | loss: 0.0312427 | val_loss: 0.0312396 | Time: 2389.39 ms
[2022-04-08 11:22:14 main:574] : INFO : Epoch 1924 | loss: 0.0312424 | val_loss: 0.0312391 | Time: 2384.33 ms
[2022-04-08 11:22:16 main:574] : INFO : Epoch 1925 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2383.17 ms
[2022-04-08 11:22:18 main:574] : INFO : Epoch 1926 | loss: 0.0312432 | val_loss: 0.0312394 | Time: 2384.24 ms
[2022-04-08 11:22:21 main:574] : INFO : Epoch 1927 | loss: 0.0312419 | val_loss: 0.031239 | Time: 2378.47 ms
[2022-04-08 11:22:23 main:574] : INFO : Epoch 1928 | loss: 0.0312422 | val_loss: 0.0312391 | Time: 2382.89 ms
[2022-04-08 11:22:26 main:574] : INFO : Epoch 1929 | loss: 0.0312422 | val_loss: 0.0312395 | Time: 2379.29 ms
[2022-04-08 11:22:28 main:574] : INFO : Epoch 1930 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 2384.11 ms
[2022-04-08 11:22:30 main:574] : INFO : Epoch 1931 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 2377.93 ms
[2022-04-08 11:22:33 main:574] : INFO : Epoch 1932 | loss: 0.031243 | val_loss: 0.0312396 | Time: 2383.74 ms
[2022-04-08 11:22:35 main:574] : INFO : Epoch 1933 | loss: 0.0312427 | val_loss: 0.0312394 | Time: 2382.17 ms
[2022-04-08 11:22:38 main:574] : INFO : Epoch 1934 | loss: 0.031243 | val_loss: 0.0312419 | Time: 2385.99 ms
[2022-04-08 11:22:40 main:574] : INFO : Epoch 1935 | loss: 0.0312443 | val_loss: 0.0312403 | Time: 2391.36 ms
[2022-04-08 11:22:42 main:574] : INFO : Epoch 1936 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2381.1 ms
[2022-04-08 11:22:45 main:574] : INFO : Epoch 1937 | loss: 0.031245 | val_loss: 0.0312397 | Time: 2385.81 ms
[2022-04-08 11:22:47 main:574] : INFO : Epoch 1938 | loss: 0.0312434 | val_loss: 0.0312395 | Time: 2393.37 ms
[2022-04-08 11:22:49 main:574] : INFO : Epoch 1939 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 2379.04 ms
[2022-04-08 11:22:52 main:574] : INFO : Epoch 1940 | loss: 0.0312429 | val_loss: 0.0312392 | Time: 2385.16 ms
[2022-04-08 11:22:54 main:574] : INFO : Epoch 1941 | loss: 0.0312421 | val_loss: 0.031239 | Time: 2383.1 ms
[2022-04-08 11:22:57 main:574] : INFO : Epoch 1942 | loss: 0.0312424 | val_loss: 0.0312415 | Time: 2383.43 ms
[2022-04-08 11:22:59 main:574] : INFO : Epoch 1943 | loss: 0.0312426 | val_loss: 0.0312389 | Time: 2379.78 ms
[2022-04-08 11:23:01 main:574] : INFO : Epoch 1944 | loss: 0.031242 | val_loss: 0.0312391 | Time: 2385.8 ms
[2022-04-08 11:23:04 main:574] : INFO : Epoch 1945 | loss: 0.0312421 | val_loss: 0.0312388 | Time: 2385 ms
[2022-04-08 11:23:06 main:574] : INFO : Epoch 1946 | loss: 0.0312421 | val_loss: 0.03124 | Time: 2382.1 ms
[2022-04-08 11:23:09 main:574] : INFO : Epoch 1947 | loss: 0.0312436 | val_loss: 0.0312398 | Time: 2383.56 ms
[2022-04-08 11:23:11 main:574] : INFO : Epoch 1948 | loss: 0.031242 | val_loss: 0.0312389 | Time: 2383.48 ms
[2022-04-08 11:23:13 main:574] : INFO : Epoch 1949 | loss: 0.0312424 | val_loss: 0.0312391 | Time: 2387.12 ms
[2022-04-08 11:23:16 main:574] : INFO : Epoch 1950 | loss: 0.0312427 | val_loss: 0.0312406 | Time: 2381.43 ms
[2022-04-08 11:23:18 main:574] : INFO : Epoch 1951 | loss: 0.0312433 | val_loss: 0.0312397 | Time: 2377.76 ms
[2022-04-08 11:23:21 main:574] : INFO : Epoch 1952 | loss: 0.031243 | val_loss: 0.031242 | Time: 2382.63 ms
[2022-04-08 11:23:23 main:574] : INFO : Epoch 1953 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2378.34 ms
[2022-04-08 11:23:25 main:574] : INFO : Epoch 1954 | loss: 0.0312426 | val_loss: 0.0312393 | Time: 2381.65 ms
[2022-04-08 11:23:28 main:574] : INFO : Epoch 1955 | loss: 0.0312432 | val_loss: 0.0312413 | Time: 2388.03 ms
[2022-04-08 11:23:30 main:574] : INFO : Epoch 1956 | loss: 0.0312429 | val_loss: 0.0312405 | Time: 2383.53 ms
[2022-04-08 11:23:32 main:574] : INFO : Epoch 1957 | loss: 0.0312425 | val_loss: 0.0312394 | Time: 2380.34 ms
[2022-04-08 11:23:35 main:574] : INFO : Epoch 1958 | loss: 0.0312422 | val_loss: 0.0312387 | Time: 2386.06 ms
[2022-04-08 11:23:37 main:574] : INFO : Epoch 1959 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 2381.05 ms
[2022-04-08 11:23:40 main:574] : INFO : Epoch 1960 | loss: 0.0312436 | val_loss: 0.0312405 | Time: 2381.93 ms
[2022-04-08 11:23:42 main:574] : INFO : Epoch 1961 | loss: 0.0312431 | val_loss: 0.0312393 | Time: 2376.97 ms
[2022-04-08 11:23:44 main:574] : INFO : Epoch 1962 | loss: 0.031243 | val_loss: 0.0312403 | Time: 2384.7 ms
[2022-04-08 11:23:47 main:574] : INFO : Epoch 1963 | loss: 0.031244 | val_loss: 0.0312415 | Time: 2384.21 ms
[2022-04-08 11:23:49 main:574] : INFO : Epoch 1964 | loss: 0.0312438 | val_loss: 0.0312412 | Time: 2379.95 ms
[2022-04-08 11:23:52 main:574] : INFO : Epoch 1965 | loss: 0.0312446 | val_loss: 0.0312416 | Time: 2381.99 ms
[2022-04-08 11:23:54 main:574] : INFO : Epoch 1966 | loss: 0.031244 | val_loss: 0.0312413 | Time: 2376.73 ms
[2022-04-08 11:23:56 main:574] : INFO : Epoch 1967 | loss: 0.0312422 | val_loss: 0.0312387 | Time: 2383.96 ms
[2022-04-08 11:23:59 main:574] : INFO : Epoch 1968 | loss: 0.0312424 | val_loss: 0.0312397 | Time: 2378.55 ms
[2022-04-08 11:24:01 main:574] : INFO : Epoch 1969 | loss: 0.0312421 | val_loss: 0.0312392 | Time: 2385.54 ms
[2022-04-08 11:24:04 main:574] : INFO : Epoch 1970 | loss: 0.0312421 | val_loss: 0.0312389 | Time: 2390.49 ms
[2022-04-08 11:24:06 main:574] : INFO : Epoch 1971 | loss: 0.0312423 | val_loss: 0.0312393 | Time: 2382.17 ms
[2022-04-08 11:24:08 main:574] : INFO : Epoch 1972 | loss: 0.0312423 | val_loss: 0.0312392 | Time: 2387.81 ms
[2022-04-08 11:24:11 main:574] : INFO : Epoch 1973 | loss: 0.0312422 | val_loss: 0.0312393 | Time: 2383.22 ms
[2022-04-08 11:24:13 main:574] : INFO : Epoch 1974 | loss: 0.0312424 | val_loss: 0.0312393 | Time: 2373.71 ms
[2022-04-08 11:24:15 main:574] : INFO : Epoch 1975 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 2383.57 ms
[2022-04-08 11:24:18 main:574] : INFO : Epoch 1976 | loss: 0.0312445 | val_loss: 0.0312421 | Time: 2377.71 ms
[2022-04-08 11:24:20 main:574] : INFO : Epoch 1977 | loss: 0.0312429 | val_loss: 0.0312393 | Time: 2379.95 ms
[2022-04-08 11:24:23 main:574] : INFO : Epoch 1978 | loss: 0.0312429 | val_loss: 0.03124 | Time: 2383.62 ms
[2022-04-08 11:24:25 main:574] : INFO : Epoch 1979 | loss: 0.0312437 | val_loss: 0.03124 | Time: 2384.59 ms
[2022-04-08 11:24:27 main:574] : INFO : Epoch 1980 | loss: 0.0312429 | val_loss: 0.0312403 | Time: 2388.58 ms
[2022-04-08 11:24:30 main:574] : INFO : Epoch 1981 | loss: 0.0312434 | val_loss: 0.0312391 | Time: 2378 ms
[2022-04-08 11:24:32 main:574] : INFO : Epoch 1982 | loss: 0.0312426 | val_loss: 0.031246 | Time: 2386.17 ms
[2022-04-08 11:24:35 main:574] : INFO : Epoch 1983 | loss: 0.0312433 | val_loss: 0.0312414 | Time: 2383.17 ms
[2022-04-08 11:24:37 main:574] : INFO : Epoch 1984 | loss: 0.0312447 | val_loss: 0.0312421 | Time: 2380.44 ms
[2022-04-08 11:24:39 main:574] : INFO : Epoch 1985 | loss: 0.0312437 | val_loss: 0.0312412 | Time: 2385.54 ms
[2022-04-08 11:24:42 main:574] : INFO : Epoch 1986 | loss: 0.0312434 | val_loss: 0.0312391 | Time: 2379.3 ms
[2022-04-08 11:24:44 main:574] : INFO : Epoch 1987 | loss: 0.0312426 | val_loss: 0.0312393 | Time: 2390.73 ms
[2022-04-08 11:24:47 main:574] : INFO : Epoch 1988 | loss: 0.0312424 | val_loss: 0.0312393 | Time: 2378.3 ms
[2022-04-08 11:24:49 main:574] : INFO : Epoch 1989 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 2380.97 ms
[2022-04-08 11:24:51 main:574] : INFO : Epoch 1990 | loss: 0.0312423 | val_loss: 0.0312393 | Time: 2384.22 ms
[2022-04-08 11:24:54 main:574] : INFO : Epoch 1991 | loss: 0.031242 | val_loss: 0.0312394 | Time: 2382.25 ms
[2022-04-08 11:24:56 main:574] : INFO : Epoch 1992 | loss: 0.0312427 | val_loss: 0.0312392 | Time: 2389.64 ms
[2022-04-08 11:24:58 main:574] : INFO : Epoch 1993 | loss: 0.0312424 | val_loss: 0.0312393 | Time: 2383.65 ms
[2022-04-08 11:25:01 main:574] : INFO : Epoch 1994 | loss: 0.031243 | val_loss: 0.0312401 | Time: 2391.89 ms
[2022-04-08 11:25:03 main:574] : INFO : Epoch 1995 | loss: 0.031243 | val_loss: 0.0312455 | Time: 2381.5 ms
[2022-04-08 11:25:06 main:574] : INFO : Epoch 1996 | loss: 0.0312429 | val_loss: 0.0312391 | Time: 2382.25 ms
[2022-04-08 11:25:08 main:574] : INFO : Epoch 1997 | loss: 0.0312422 | val_loss: 0.0312393 | Time: 2379.1 ms
[2022-04-08 11:25:10 main:574] : INFO : Epoch 1998 | loss: 0.0312427 | val_loss: 0.0312395 | Time: 2380.11 ms
[2022-04-08 11:25:13 main:574] : INFO : Epoch 1999 | loss: 0.0312432 | val_loss: 0.0312422 | Time: 2386.56 ms
[2022-04-08 11:25:15 main:574] : INFO : Epoch 2000 | loss: 0.0312426 | val_loss: 0.0312391 | Time: 2378.76 ms
[2022-04-08 11:25:18 main:574] : INFO : Epoch 2001 | loss: 0.0312421 | val_loss: 0.031239 | Time: 2382.66 ms
[2022-04-08 11:25:20 main:574] : INFO : Epoch 2002 | loss: 0.0312425 | val_loss: 0.0312406 | Time: 2383.06 ms
[2022-04-08 11:25:22 main:574] : INFO : Epoch 2003 | loss: 0.0312418 | val_loss: 0.0312387 | Time: 2378.39 ms
[2022-04-08 11:25:25 main:574] : INFO : Epoch 2004 | loss: 0.0312423 | val_loss: 0.031239 | Time: 2378.99 ms
[2022-04-08 11:25:27 main:574] : INFO : Epoch 2005 | loss: 0.0312417 | val_loss: 0.0312389 | Time: 2381.45 ms
[2022-04-08 11:25:30 main:574] : INFO : Epoch 2006 | loss: 0.0312422 | val_loss: 0.0312393 | Time: 2382.15 ms
[2022-04-08 11:25:32 main:574] : INFO : Epoch 2007 | loss: 0.0312422 | val_loss: 0.0312412 | Time: 2390.95 ms
[2022-04-08 11:25:34 main:574] : INFO : Epoch 2008 | loss: 0.0312437 | val_loss: 0.0312391 | Time: 2378.82 ms
[2022-04-08 11:25:37 main:574] : INFO : Epoch 2009 | loss: 0.0312429 | val_loss: 0.0312394 | Time: 2382.6 ms
[2022-04-08 11:25:39 main:574] : INFO : Epoch 2010 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 2384.2 ms
[2022-04-08 11:25:41 main:574] : INFO : Epoch 2011 | loss: 0.0312428 | val_loss: 0.031239 | Time: 2384.34 ms
[2022-04-08 11:25:44 main:574] : INFO : Epoch 2012 | loss: 0.0312433 | val_loss: 0.0312393 | Time: 2381.42 ms
[2022-04-08 11:25:46 main:574] : INFO : Epoch 2013 | loss: 0.031242 | val_loss: 0.0312385 | Time: 2377.2 ms
[2022-04-08 11:25:49 main:574] : INFO : Epoch 2014 | loss: 0.0312418 | val_loss: 0.0312395 | Time: 2386.49 ms
[2022-04-08 11:25:51 main:574] : INFO : Epoch 2015 | loss: 0.0312428 | val_loss: 0.0312393 | Time: 2373.59 ms
[2022-04-08 11:25:53 main:574] : INFO : Epoch 2016 | loss: 0.0312426 | val_loss: 0.0312389 | Time: 2385.16 ms
[2022-04-08 11:25:56 main:574] : INFO : Epoch 2017 | loss: 0.031242 | val_loss: 0.0312396 | Time: 2378.52 ms
[2022-04-08 11:25:58 main:574] : INFO : Epoch 2018 | loss: 0.0312421 | val_loss: 0.0312407 | Time: 2376.33 ms
[2022-04-08 11:26:01 main:574] : INFO : Epoch 2019 | loss: 0.0312427 | val_loss: 0.0312391 | Time: 2384.67 ms
[2022-04-08 11:26:03 main:574] : INFO : Epoch 2020 | loss: 0.0312427 | val_loss: 0.0312405 | Time: 2375.02 ms
[2022-04-08 11:26:05 main:574] : INFO : Epoch 2021 | loss: 0.0312441 | val_loss: 0.0312409 | Time: 2379.62 ms
[2022-04-08 11:26:08 main:574] : INFO : Epoch 2022 | loss: 0.0312438 | val_loss: 0.0312395 | Time: 2390.06 ms
[2022-04-08 11:26:10 main:574] : INFO : Epoch 2023 | loss: 0.0312431 | val_loss: 0.031239 | Time: 2377.22 ms
[2022-04-08 11:26:12 main:574] : INFO : Epoch 2024 | loss: 0.0312419 | val_loss: 0.0312401 | Time: 2382.14 ms
[2022-04-08 11:26:15 main:574] : INFO : Epoch 2025 | loss: 0.0312422 | val_loss: 0.031239 | Time: 2379.54 ms
[2022-04-08 11:26:17 main:574] : INFO : Epoch 2026 | loss: 0.0312419 | val_loss: 0.0312398 | Time: 2384.64 ms
[2022-04-08 11:26:20 main:574] : INFO : Epoch 2027 | loss: 0.0312426 | val_loss: 0.03124 | Time: 2386.42 ms
[2022-04-08 11:26:22 main:574] : INFO : Epoch 2028 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 2383.95 ms
[2022-04-08 11:26:24 main:574] : INFO : Epoch 2029 | loss: 0.0312452 | val_loss: 0.03124 | Time: 2381.73 ms
[2022-04-08 11:26:27 main:574] : INFO : Epoch 2030 | loss: 0.0312422 | val_loss: 0.0312389 | Time: 2375.45 ms
[2022-04-08 11:26:29 main:574] : INFO : Epoch 2031 | loss: 0.0312421 | val_loss: 0.0312411 | Time: 2384.62 ms
[2022-04-08 11:26:32 main:574] : INFO : Epoch 2032 | loss: 0.0312423 | val_loss: 0.0312388 | Time: 2372.75 ms
[2022-04-08 11:26:34 main:574] : INFO : Epoch 2033 | loss: 0.0312421 | val_loss: 0.0312394 | Time: 2383.15 ms
[2022-04-08 11:26:36 main:574] : INFO : Epoch 2034 | loss: 0.0312425 | val_loss: 0.0312397 | Time: 2378.89 ms
[2022-04-08 11:26:39 main:574] : INFO : Epoch 2035 | loss: 0.031243 | val_loss: 0.0312391 | Time: 2375.23 ms
[2022-04-08 11:26:41 main:574] : INFO : Epoch 2036 | loss: 0.0312436 | val_loss: 0.0312398 | Time: 2388.7 ms
[2022-04-08 11:26:44 main:574] : INFO : Epoch 2037 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2383.94 ms
[2022-04-08 11:26:46 main:574] : INFO : Epoch 2038 | loss: 0.0312426 | val_loss: 0.0312402 | Time: 2386.23 ms
[2022-04-08 11:26:48 main:574] : INFO : Epoch 2039 | loss: 0.0312434 | val_loss: 0.0312399 | Time: 2383.79 ms
[2022-04-08 11:26:51 main:574] : INFO : Epoch 2040 | loss: 0.031243 | val_loss: 0.0312402 | Time: 2376.8 ms
[2022-04-08 11:26:53 main:574] : INFO : Epoch 2041 | loss: 0.031243 | val_loss: 0.0312393 | Time: 2381.73 ms
[2022-04-08 11:26:55 main:574] : INFO : Epoch 2042 | loss: 0.0312419 | val_loss: 0.0312391 | Time: 2383.54 ms
[2022-04-08 11:26:58 main:574] : INFO : Epoch 2043 | loss: 0.0312418 | val_loss: 0.0312395 | Time: 2384.91 ms
[2022-04-08 11:27:00 main:574] : INFO : Epoch 2044 | loss: 0.0312431 | val_loss: 0.0312393 | Time: 2389.72 ms
[2022-04-08 11:27:03 main:574] : INFO : Epoch 2045 | loss: 0.0312424 | val_loss: 0.0312396 | Time: 2378.85 ms
[2022-04-08 11:27:05 main:574] : INFO : Epoch 2046 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2380.42 ms
[2022-04-08 11:27:07 main:574] : INFO : Epoch 2047 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 2382.62 ms
[2022-04-08 11:27:10 main:574] : INFO : Epoch 2048 | loss: 0.0312453 | val_loss: 0.031241 | Time: 2386.66 ms
[2022-04-08 11:27:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031241
[2022-04-08 11:27:10 main:603] : INFO : Saving end state to config to file
[2022-04-08 11:27:10 main:608] : INFO : Success, exiting..
11:27:10 (40908): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)