Task 14624892
| Name | ParityModified-1647045522-14198-3-0_3 |
| Workunit | 11194145 |
| Created | 19 Apr 2022, 23:57:21 UTC |
| Sent | 19 Apr 2022, 23:57:55 UTC |
| Report deadline | 27 Apr 2022, 23:57:55 UTC |
| Received | 20 Apr 2022, 23:05:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5218 |
| Run time | 1 hours 36 min 39 sec |
| CPU time | 1 hours 30 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 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: 0.0312415 | val_loss: 0.0312406 | Time: 2784.63 ms [2022-04-21 00:41:50 main:574] : INFO : Epoch 1543 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 2807.38 ms [2022-04-21 00:41:53 main:574] : INFO : Epoch 1544 | loss: 0.0312415 | val_loss: 0.0312407 | Time: 2829.77 ms [2022-04-21 00:41:55 main:574] : INFO : Epoch 1545 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 2708.49 ms [2022-04-21 00:41:58 main:574] : INFO : Epoch 1546 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 2950.44 ms [2022-04-21 00:42:01 main:574] : INFO : Epoch 1547 | loss: 0.0312413 | val_loss: 0.03124 | Time: 2806.21 ms [2022-04-21 00:42:04 main:574] : INFO : Epoch 1548 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 2794.32 ms [2022-04-21 00:42:07 main:574] : INFO : Epoch 1549 | loss: 0.031242 | val_loss: 0.0312406 | Time: 2831.18 ms [2022-04-21 00:42:10 main:574] : INFO : Epoch 1550 | loss: 0.0312424 | val_loss: 0.0312416 | Time: 2700.86 ms [2022-04-21 00:42:12 main:574] : INFO : Epoch 1551 | loss: 0.0312419 | val_loss: 0.0312443 | Time: 2806.89 ms [2022-04-21 00:42:15 main:574] : INFO : Epoch 1552 | loss: 0.0312441 | val_loss: 0.0312406 | Time: 2787.29 ms [2022-04-21 00:42:18 main:574] : INFO : Epoch 1553 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 2775.63 ms [2022-04-21 00:42:21 main:574] : INFO : Epoch 1554 | loss: 0.0312415 | val_loss: 0.0312408 | Time: 2803.48 ms [2022-04-21 00:42:24 main:574] : INFO : Epoch 1555 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 2810.19 ms [2022-04-21 00:42:26 main:574] : INFO : Epoch 1556 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 2790.47 ms [2022-04-21 00:42:29 main:574] : INFO : Epoch 1557 | loss: 0.0312423 | val_loss: 0.0312415 | Time: 2782.24 ms [2022-04-21 00:42:32 main:574] : INFO : Epoch 1558 | loss: 0.0312424 | val_loss: 0.03124 | Time: 2804.63 ms [2022-04-21 00:42:35 main:574] : INFO : Epoch 1559 | loss: 0.0312422 | val_loss: 0.0312405 | Time: 2807.47 ms [2022-04-21 00:42:38 main:574] : INFO : Epoch 1560 | loss: 0.0312425 | val_loss: 0.0312406 | Time: 2802.98 ms [2022-04-21 00:42:40 main:574] : INFO : Epoch 1561 | loss: 0.031242 | val_loss: 0.0312402 | Time: 2800.57 ms [2022-04-21 00:42:43 main:574] : INFO : Epoch 1562 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 2769.8 ms [2022-04-21 00:42:46 main:574] : INFO : Epoch 1563 | loss: 0.0312439 | val_loss: 0.0312406 | Time: 2788 ms [2022-04-21 00:42:49 main:574] : INFO : Epoch 1564 | loss: 0.031242 | val_loss: 0.0312402 | Time: 2822.13 ms [2022-04-21 00:42:51 main:574] : INFO : Epoch 1565 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 2781.73 ms [2022-04-21 00:42:54 main:574] : INFO : Epoch 1566 | loss: 0.0312421 | val_loss: 0.03124 | Time: 2831.92 ms [2022-04-21 00:42:57 main:574] : INFO : Epoch 1567 | loss: 0.0312431 | val_loss: 0.031245 | Time: 2772.1 ms [2022-04-21 00:43:00 main:574] : INFO : Epoch 1568 | loss: 0.0312451 | val_loss: 0.031243 | Time: 2812.36 ms [2022-04-21 00:43:03 main:574] : INFO : Epoch 1569 | loss: 0.0312427 | val_loss: 0.0312403 | Time: 2818.64 ms [2022-04-21 00:43:06 main:574] : INFO : Epoch 1570 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 2869.48 ms [2022-04-21 00:43:08 main:574] : INFO : Epoch 1571 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 2761.8 ms [2022-04-21 00:43:11 main:574] : INFO : Epoch 1572 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 2790.89 ms [2022-04-21 00:43:14 main:574] : INFO : Epoch 1573 | loss: 0.0312418 | val_loss: 0.03124 | Time: 2795.43 ms [2022-04-21 00:43:17 main:574] : INFO : Epoch 1574 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 2785.36 ms [2022-04-21 00:43:20 main:574] : INFO : Epoch 1575 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 2781.7 ms [2022-04-21 00:43:22 main:574] : INFO : Epoch 1576 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 2811.72 ms [2022-04-21 00:43:25 main:574] : INFO : Epoch 1577 | loss: 0.0312413 | val_loss: 0.03124 | Time: 2774.96 ms [2022-04-21 00:43:28 main:574] : INFO : Epoch 1578 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 2802.72 ms [2022-04-21 00:43:31 main:574] : INFO : Epoch 1579 | loss: 0.0312418 | val_loss: 0.0312409 | Time: 2834.46 ms [2022-04-21 00:43:34 main:574] : INFO : Epoch 1580 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 2824.65 ms [2022-04-21 00:43:36 main:574] : INFO : Epoch 1581 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 2836.86 ms [2022-04-21 00:43:39 main:574] : INFO : Epoch 1582 | loss: 0.0312421 | val_loss: 0.031241 | Time: 2807.04 ms [2022-04-21 00:43:42 main:574] : INFO : Epoch 1583 | loss: 0.0312416 | val_loss: 0.0312408 | Time: 2761.3 ms [2022-04-21 00:43:45 main:574] : INFO : Epoch 1584 | loss: 0.0312424 | val_loss: 0.0312421 | Time: 2804.89 ms [2022-04-21 00:43:48 main:574] : INFO : Epoch 1585 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 2795.65 ms [2022-04-21 00:43:50 main:574] : INFO : Epoch 1586 | loss: 0.031242 | val_loss: 0.0312396 | Time: 2824.05 ms [2022-04-21 00:43:53 main:574] : INFO : Epoch 1587 | loss: 0.0312411 | val_loss: 0.0312407 | Time: 2814.08 ms [2022-04-21 00:43:56 main:574] : INFO : Epoch 1588 | loss: 0.0312422 | val_loss: 0.0312417 | Time: 2843.3 ms [2022-04-21 00:43:59 main:574] : INFO : Epoch 1589 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 2810.23 ms [2022-04-21 00:44:02 main:574] : INFO : Epoch 1590 | loss: 0.0312416 | val_loss: 0.0312408 | Time: 2788.59 ms [2022-04-21 00:44:05 main:574] : INFO : Epoch 1591 | loss: 0.031242 | val_loss: 0.0312415 | Time: 2849.22 ms [2022-04-21 00:44:07 main:574] : INFO : Epoch 1592 | loss: 0.0312418 | val_loss: 0.0312415 | Time: 2881.42 ms [2022-04-21 00:44:10 main:574] : INFO : Epoch 1593 | loss: 0.0312418 | val_loss: 0.0312398 | Time: 2811.87 ms [2022-04-21 00:44:13 main:574] : INFO : Epoch 1594 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 2796.78 ms [2022-04-21 00:44:16 main:574] : INFO : Epoch 1595 | loss: 0.0312418 | val_loss: 0.03124 | Time: 2754.23 ms [2022-04-21 00:44:19 main:574] : INFO : Epoch 1596 | loss: 0.0312414 | val_loss: 0.0312397 | Time: 2829.67 ms [2022-04-21 00:44:22 main:574] : INFO : Epoch 1597 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 2801.25 ms [2022-04-21 00:44:24 main:574] : INFO : Epoch 1598 | loss: 0.0312418 | val_loss: 0.0312396 | Time: 2786.56 ms [2022-04-21 00:44:27 main:574] : INFO : Epoch 1599 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 2816.98 ms [2022-04-21 00:44:30 main:574] : INFO : Epoch 1600 | loss: 0.0312421 | val_loss: 0.0312412 | Time: 2816.58 ms [2022-04-21 00:44:33 main:574] : INFO : Epoch 1601 | loss: 0.0312428 | val_loss: 0.0312409 | Time: 2763.15 ms [2022-04-21 00:44:36 main:574] : INFO : Epoch 1602 | loss: 0.0312425 | val_loss: 0.0312415 | Time: 2821.68 ms [2022-04-21 00:44:38 main:574] : INFO : Epoch 1603 | loss: 0.0312425 | val_loss: 0.0312409 | Time: 2815.57 ms [2022-04-21 00:44:41 main:574] : INFO : Epoch 1604 | loss: 0.0312415 | val_loss: 0.0312397 | Time: 2821.78 ms [2022-04-21 00:44:44 main:574] : INFO : Epoch 1605 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 2756.03 ms [2022-04-21 00:44:47 main:574] : INFO : Epoch 1606 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 2824.58 ms [2022-04-21 00:44:50 main:574] : INFO : Epoch 1607 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 2803.28 ms [2022-04-21 00:44:52 main:574] : INFO : Epoch 1608 | loss: 0.0312422 | val_loss: 0.031245 | Time: 2793.13 ms [2022-04-21 00:44:55 main:574] : INFO : Epoch 1609 | loss: 0.0312435 | val_loss: 0.0312422 | Time: 2792.99 ms [2022-04-21 00:44:58 main:574] : INFO : Epoch 1610 | loss: 0.0312417 | val_loss: 0.0312414 | Time: 2823.43 ms [2022-04-21 00:45:01 main:574] : INFO : Epoch 1611 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 2768.84 ms [2022-04-21 00:45:04 main:574] : INFO : Epoch 1612 | loss: 0.0312415 | val_loss: 0.0312404 | Time: 2826.55 ms [2022-04-21 00:45:06 main:574] : INFO : Epoch 1613 | loss: 0.0312413 | val_loss: 0.0312408 | Time: 2750.44 ms [2022-04-21 00:45:09 main:574] : INFO : Epoch 1614 | loss: 0.031242 | val_loss: 0.0312397 | Time: 2830.93 ms [2022-04-21 00:45:12 main:574] : INFO : Epoch 1615 | loss: 0.0312419 | val_loss: 0.0312397 | Time: 2817.77 ms [2022-04-21 00:45:15 main:574] : INFO : Epoch 1616 | loss: 0.0312416 | val_loss: 0.03124 | Time: 2840.27 ms [2022-04-21 00:45:18 main:574] : INFO : Epoch 1617 | loss: 0.0312412 | val_loss: 0.0312408 | Time: 2844.02 ms [2022-04-21 00:45:20 main:574] : INFO : Epoch 1618 | loss: 0.0312415 | val_loss: 0.0312399 | Time: 2802.11 ms [2022-04-21 00:45:23 main:574] : INFO : Epoch 1619 | loss: 0.031242 | val_loss: 0.0312412 | Time: 2807.04 ms [2022-04-21 00:45:26 main:574] : INFO : Epoch 1620 | loss: 0.0312416 | val_loss: 0.0312412 | Time: 2809.14 ms [2022-04-21 00:45:29 main:574] : INFO : Epoch 1621 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 2832.91 ms [2022-04-21 00:45:32 main:574] : INFO : Epoch 1622 | loss: 0.0312439 | val_loss: 0.0312419 | Time: 2744.55 ms [2022-04-21 00:45:34 main:574] : INFO : Epoch 1623 | loss: 0.0312416 | val_loss: 0.0312394 | Time: 2793.38 ms [2022-04-21 00:45:37 main:574] : INFO : Epoch 1624 | loss: 0.0312419 | val_loss: 0.0312404 | Time: 2807.87 ms [2022-04-21 00:45:40 main:574] : INFO : Epoch 1625 | loss: 0.0312413 | val_loss: 0.0312397 | Time: 2776.95 ms [2022-04-21 00:45:43 main:574] : INFO : Epoch 1626 | loss: 0.0312423 | val_loss: 0.0312421 | Time: 2830.63 ms [2022-04-21 00:45:46 main:574] : INFO : Epoch 1627 | loss: 0.0312421 | val_loss: 0.0312416 | Time: 2832.14 ms [2022-04-21 00:45:49 main:574] : INFO : Epoch 1628 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 2826.27 ms [2022-04-21 00:45:51 main:574] : INFO : Epoch 1629 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 2817.26 ms [2022-04-21 00:45:54 main:574] : INFO : Epoch 1630 | loss: 0.031244 | val_loss: 0.0312432 | Time: 2803.33 ms [2022-04-21 00:45:57 main:574] : INFO : Epoch 1631 | loss: 0.0312421 | val_loss: 0.0312402 | Time: 2834.12 ms [2022-04-21 00:46:00 main:574] : INFO : Epoch 1632 | loss: 0.031241 | val_loss: 0.0312394 | Time: 2840.07 ms [2022-04-21 00:46:03 main:574] : INFO : Epoch 1633 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 2743.44 ms [2022-04-21 00:46:05 main:574] : INFO : Epoch 1634 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 2800.26 ms [2022-04-21 00:46:08 main:574] : INFO : Epoch 1635 | loss: 0.0312428 | val_loss: 0.0312403 | Time: 2834.33 ms [2022-04-21 00:46:11 main:574] : INFO : Epoch 1636 | loss: 0.0312411 | val_loss: 0.03124 | Time: 2798.17 ms [2022-04-21 00:46:14 main:574] : INFO : Epoch 1637 | loss: 0.0312419 | val_loss: 0.0312405 | Time: 2786.22 ms [2022-04-21 00:46:17 main:574] : INFO : Epoch 1638 | loss: 0.0312411 | val_loss: 0.03124 | Time: 2810.17 ms [2022-04-21 00:46:19 main:574] : INFO : Epoch 1639 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 2800.11 ms [2022-04-21 00:46:22 main:574] : INFO : Epoch 1640 | loss: 0.0312415 | val_loss: 0.03124 | Time: 2860.5 ms [2022-04-21 00:46:25 main:574] : INFO : Epoch 1641 | loss: 0.0312414 | val_loss: 0.0312396 | Time: 2775.87 ms [2022-04-21 00:46:28 main:574] : INFO : Epoch 1642 | loss: 0.031241 | val_loss: 0.0312397 | Time: 2798.55 ms [2022-04-21 00:46:31 main:574] : INFO : Epoch 1643 | loss: 0.0312411 | val_loss: 0.03124 | Time: 2821.84 ms [2022-04-21 00:46:33 main:574] : INFO : Epoch 1644 | loss: 0.0312414 | val_loss: 0.03124 | Time: 2742.77 ms [2022-04-21 00:46:36 main:574] : INFO : Epoch 1645 | loss: 0.0312414 | val_loss: 0.0312401 | Time: 2798.33 ms [2022-04-21 00:46:39 main:574] : INFO : Epoch 1646 | loss: 0.0312415 | val_loss: 0.0312396 | Time: 2809.36 ms [2022-04-21 00:46:42 main:574] : INFO : Epoch 1647 | loss: 0.0312412 | val_loss: 0.0312397 | Time: 2802.5 ms [2022-04-21 00:46:45 main:574] : INFO : Epoch 1648 | loss: 0.0312419 | val_loss: 0.0312434 | Time: 2809.43 ms [2022-04-21 00:46:48 main:574] : INFO : Epoch 1649 | loss: 0.0312418 | val_loss: 0.0312394 | Time: 2807.52 ms [2022-04-21 00:46:50 main:574] : INFO : Epoch 1650 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 2827.89 ms [2022-04-21 00:46:53 main:574] : INFO : Epoch 1651 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 2803.28 ms [2022-04-21 00:46:56 main:574] : INFO : Epoch 1652 | loss: 0.0312422 | val_loss: 0.0312396 | Time: 2799.22 ms [2022-04-21 00:46:59 main:574] : INFO : Epoch 1653 | loss: 0.0312414 | val_loss: 0.031241 | Time: 2831.88 ms [2022-04-21 00:47:02 main:574] : INFO : Epoch 1654 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 2782.52 ms [2022-04-21 00:47:04 main:574] : INFO : Epoch 1655 | loss: 0.0312414 | val_loss: 0.0312397 | Time: 2762.17 ms [2022-04-21 00:47:07 main:574] : INFO : Epoch 1656 | loss: 0.0312414 | val_loss: 0.0312411 | Time: 2831.41 ms [2022-04-21 00:47:10 main:574] : INFO : Epoch 1657 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 2786.54 ms [2022-04-21 00:47:13 main:574] : INFO : Epoch 1658 | loss: 0.0312418 | val_loss: 0.0312399 | Time: 2812.8 ms [2022-04-21 00:47:16 main:574] : INFO : Epoch 1659 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 2780.44 ms [2022-04-21 00:47:18 main:574] : INFO : Epoch 1660 | loss: 0.0312409 | val_loss: 0.0312393 | Time: 2803.99 ms [2022-04-21 00:47:21 main:574] : INFO : Epoch 1661 | loss: 0.0312415 | val_loss: 0.0312399 | Time: 2781.81 ms [2022-04-21 00:47:24 main:574] : INFO : Epoch 1662 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 2878.5 ms [2022-04-21 00:47:27 main:574] : INFO : Epoch 1663 | loss: 0.0312414 | val_loss: 0.0312457 | Time: 2792.41 ms [2022-04-21 00:47:30 main:574] : INFO : Epoch 1664 | loss: 0.0312437 | val_loss: 0.0312398 | Time: 2821.71 ms [2022-04-21 00:47:32 main:574] : INFO : Epoch 1665 | loss: 0.0312413 | val_loss: 0.0312396 | Time: 2774.76 ms [2022-04-21 00:47:35 main:574] : INFO : Epoch 1666 | loss: 0.031241 | val_loss: 0.0312399 | Time: 2837.43 ms [2022-04-21 00:47:38 main:574] : INFO : Epoch 1667 | loss: 0.0312411 | val_loss: 0.0312395 | Time: 2787.42 ms [2022-04-21 00:47:41 main:574] : INFO : Epoch 1668 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 2831.72 ms [2022-04-21 00:47:44 main:574] : INFO : Epoch 1669 | loss: 0.0312429 | val_loss: 0.0312416 | Time: 2821.89 ms [2022-04-21 00:47:47 main:574] : INFO : Epoch 1670 | loss: 0.0312434 | val_loss: 0.0312417 | Time: 2799.94 ms [2022-04-21 00:47:49 main:574] : INFO : Epoch 1671 | loss: 0.0312441 | val_loss: 0.0312415 | Time: 2769.49 ms [2022-04-21 00:47:52 main:574] : INFO : Epoch 1672 | loss: 0.031242 | val_loss: 0.0312438 | Time: 2737.13 ms [2022-04-21 00:47:55 main:574] : INFO : Epoch 1673 | loss: 0.0312423 | val_loss: 0.0312398 | Time: 2788.77 ms [2022-04-21 00:47:58 main:574] : INFO : Epoch 1674 | loss: 0.0312427 | val_loss: 0.0312406 | Time: 2783.26 ms [2022-04-21 00:48:00 main:574] : INFO : Epoch 1675 | loss: 0.0312411 | val_loss: 0.0312393 | Time: 2797.23 ms [2022-04-21 00:48:03 main:574] : INFO : Epoch 1676 | loss: 0.0312414 | val_loss: 0.0312447 | Time: 2795.5 ms [2022-04-21 00:48:06 main:574] : INFO : Epoch 1677 | loss: 0.0312427 | val_loss: 0.0312405 | Time: 2748.07 ms [2022-04-21 00:48:09 main:574] : INFO : Epoch 1678 | loss: 0.0312411 | val_loss: 0.0312393 | Time: 2803.55 ms [2022-04-21 00:48:12 main:574] : INFO : Epoch 1679 | loss: 0.0312413 | val_loss: 0.0312393 | Time: 2862.97 ms [2022-04-21 00:48:14 main:574] : INFO : Epoch 1680 | loss: 0.0312408 | val_loss: 0.0312395 | Time: 2767.36 ms [2022-04-21 00:48:17 main:574] : INFO : Epoch 1681 | loss: 0.0312412 | val_loss: 0.0312395 | Time: 2803.28 ms [2022-04-21 00:48:20 main:574] : INFO : Epoch 1682 | loss: 0.0312412 | val_loss: 0.0312396 | Time: 2784.07 ms [2022-04-21 00:48:23 main:574] : INFO : Epoch 1683 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 2824.79 ms [2022-04-21 00:48:26 main:574] : INFO : Epoch 1684 | loss: 0.0312468 | val_loss: 0.0312403 | Time: 2808.92 ms [2022-04-21 00:48:28 main:574] : INFO : Epoch 1685 | loss: 0.0312419 | val_loss: 0.0312407 | Time: 2835.97 ms [2022-04-21 00:48:31 main:574] : INFO : Epoch 1686 | loss: 0.0312416 | val_loss: 0.0312398 | Time: 2758.21 ms [2022-04-21 00:48:34 main:574] : INFO : Epoch 1687 | loss: 0.0312411 | val_loss: 0.0312403 | Time: 2796.69 ms [2022-04-21 00:48:37 main:574] : INFO : Epoch 1688 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 2820.7 ms [2022-04-21 00:48:40 main:574] : INFO : Epoch 1689 | loss: 0.0312416 | val_loss: 0.0312391 | Time: 2806.62 ms [2022-04-21 00:48:42 main:574] : INFO : Epoch 1690 | loss: 0.0312409 | val_loss: 0.0312394 | Time: 2792.92 ms [2022-04-21 00:48:45 main:574] : INFO : Epoch 1691 | loss: 0.0312406 | val_loss: 0.0312393 | Time: 2811.68 ms [2022-04-21 00:48:48 main:574] : INFO : Epoch 1692 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 2834.74 ms [2022-04-21 00:48:51 main:574] : INFO : Epoch 1693 | loss: 0.0312431 | val_loss: 0.0312405 | Time: 2821.93 ms [2022-04-21 00:48:54 main:574] : INFO : Epoch 1694 | loss: 0.0312436 | val_loss: 0.0312394 | Time: 2797.54 ms [2022-04-21 00:48:57 main:574] : INFO : Epoch 1695 | loss: 0.0312426 | val_loss: 0.0312408 | Time: 2817.85 ms [2022-04-21 00:48:59 main:574] : INFO : Epoch 1696 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 2811.65 ms [2022-04-21 00:49:02 main:574] : INFO : Epoch 1697 | loss: 0.0312415 | val_loss: 0.0312418 | Time: 2817.35 ms [2022-04-21 00:49:05 main:574] : INFO : Epoch 1698 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 2797.13 ms [2022-04-21 00:49:08 main:574] : INFO : Epoch 1699 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 2784.93 ms [2022-04-21 00:49:11 main:574] : INFO : Epoch 1700 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 2790 ms [2022-04-21 00:49:13 main:574] : INFO : Epoch 1701 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 2776.5 ms [2022-04-21 00:49:16 main:574] : INFO : Epoch 1702 | loss: 0.0312406 | val_loss: 0.0312394 | Time: 2784.28 ms [2022-04-21 00:49:19 main:574] : INFO : Epoch 1703 | loss: 0.0312408 | val_loss: 0.0312396 | Time: 2799.8 ms [2022-04-21 00:49:22 main:574] : INFO : Epoch 1704 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 2786.36 ms [2022-04-21 00:49:25 main:574] : INFO : Epoch 1705 | loss: 0.0312418 | val_loss: 0.0312394 | Time: 2772.87 ms [2022-04-21 00:49:27 main:574] : INFO : Epoch 1706 | loss: 0.0312408 | val_loss: 0.0312395 | Time: 2796.44 ms [2022-04-21 00:49:30 main:574] : INFO : Epoch 1707 | loss: 0.031241 | val_loss: 0.0312403 | Time: 2843.48 ms [2022-04-21 00:49:33 main:574] : INFO : Epoch 1708 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 2858.52 ms [2022-04-21 00:49:36 main:574] : INFO : Epoch 1709 | loss: 0.0312426 | val_loss: 0.0312408 | Time: 2783.05 ms [2022-04-21 00:49:39 main:574] : INFO : Epoch 1710 | loss: 0.0312426 | val_loss: 0.0312407 | Time: 2799.73 ms [2022-04-21 00:49:41 main:574] : INFO : Epoch 1711 | loss: 0.0312411 | val_loss: 0.0312449 | Time: 2795.38 ms [2022-04-21 00:49:44 main:574] : INFO : Epoch 1712 | loss: 0.0312428 | val_loss: 0.0312412 | Time: 2821.9 ms [2022-04-21 00:49:47 main:574] : INFO : Epoch 1713 | loss: 0.0312419 | val_loss: 0.0312406 | Time: 2815.87 ms [2022-04-21 00:49:50 main:574] : INFO : Epoch 1714 | loss: 0.0312407 | val_loss: 0.0312428 | Time: 2779.99 ms [2022-04-21 00:49:53 main:574] : INFO : Epoch 1715 | loss: 0.0312409 | val_loss: 0.0312395 | Time: 2825.39 ms [2022-04-21 00:49:55 main:574] : INFO : Epoch 1716 | loss: 0.031241 | val_loss: 0.0312403 | Time: 2754.13 ms [2022-04-21 00:49:58 main:574] : INFO : Epoch 1717 | loss: 0.0312412 | val_loss: 0.0312396 | Time: 2783.41 ms [2022-04-21 00:50:01 main:574] : INFO : Epoch 1718 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 2863.43 ms [2022-04-21 00:50:04 main:574] : INFO : Epoch 1719 | loss: 0.031242 | val_loss: 0.0312447 | Time: 2778.17 ms [2022-04-21 00:50:07 main:574] : INFO : Epoch 1720 | loss: 0.0312445 | val_loss: 0.0312518 | Time: 2810.58 ms [2022-04-21 00:50:09 main:574] : INFO : Epoch 1721 | loss: 0.0312441 | val_loss: 0.0312402 | Time: 2780.91 ms [2022-04-21 00:50:12 main:574] : INFO : Epoch 1722 | loss: 0.0312439 | val_loss: 0.0312402 | Time: 2822.83 ms [2022-04-21 00:50:15 main:574] : INFO : Epoch 1723 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 2807.97 ms [2022-04-21 00:50:18 main:574] : INFO : Epoch 1724 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 2824.9 ms [2022-04-21 00:50:21 main:574] : INFO : Epoch 1725 | loss: 0.0312416 | val_loss: 0.0312416 | Time: 2797.83 ms [2022-04-21 00:50:24 main:574] : INFO : Epoch 1726 | loss: 0.0312407 | val_loss: 0.0312402 | Time: 2815.2 ms [2022-04-21 00:50:26 main:574] : INFO : Epoch 1727 | loss: 0.031241 | val_loss: 0.0312403 | Time: 2768.18 ms [2022-04-21 00:50:29 main:574] : INFO : Epoch 1728 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 2874.4 ms [2022-04-21 00:50:32 main:574] : INFO : Epoch 1729 | loss: 0.0312406 | val_loss: 0.0312396 | Time: 2779.2 ms [2022-04-21 00:50:35 main:574] : INFO : Epoch 1730 | loss: 0.031241 | val_loss: 0.0312397 | Time: 2813.26 ms [2022-04-21 00:50:38 main:574] : INFO : Epoch 1731 | loss: 0.0312408 | val_loss: 0.031241 | Time: 2822.25 ms [2022-04-21 00:50:40 main:574] : INFO : Epoch 1732 | loss: 0.0312416 | val_loss: 0.0312397 | Time: 2810.01 ms [2022-04-21 00:50:43 main:574] : INFO : Epoch 1733 | loss: 0.0312417 | val_loss: 0.0312396 | Time: 2790.14 ms [2022-04-21 00:50:46 main:574] : INFO : Epoch 1734 | loss: 0.0312406 | val_loss: 0.0312393 | Time: 2850.19 ms [2022-04-21 00:50:49 main:574] : INFO : Epoch 1735 | loss: 0.0312431 | val_loss: 0.0312411 | Time: 2816.54 ms [2022-04-21 00:50:52 main:574] : INFO : Epoch 1736 | loss: 0.0312429 | val_loss: 0.0312399 | Time: 2824.84 ms [2022-04-21 00:50:55 main:574] : INFO : Epoch 1737 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 2795.28 ms [2022-04-21 00:50:57 main:574] : INFO : Epoch 1738 | loss: 0.0312407 | val_loss: 0.0312392 | Time: 2803.18 ms [2022-04-21 00:51:00 main:574] : INFO : Epoch 1739 | loss: 0.0312409 | val_loss: 0.0312397 | Time: 2831.64 ms [2022-04-21 00:51:03 main:574] : INFO : Epoch 1740 | loss: 0.0312413 | val_loss: 0.0312413 | Time: 2795.26 ms [2022-04-21 00:51:06 main:574] : INFO : Epoch 1741 | loss: 0.031241 | val_loss: 0.0312394 | Time: 2773.33 ms [2022-04-21 00:51:09 main:574] : INFO : Epoch 1742 | loss: 0.0312405 | val_loss: 0.031242 | Time: 2821.95 ms [2022-04-21 00:51:11 main:574] : INFO : Epoch 1743 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 2810.55 ms [2022-04-21 00:51:14 main:574] : INFO : Epoch 1744 | loss: 0.0312409 | val_loss: 0.0312395 | Time: 2833.38 ms [2022-04-21 00:51:17 main:574] : INFO : Epoch 1745 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 2771.46 ms [2022-04-21 00:51:20 main:574] : INFO : Epoch 1746 | loss: 0.0312412 | val_loss: 0.0312385 | Time: 2810.88 ms [2022-04-21 00:51:23 main:574] : INFO : Epoch 1747 | loss: 0.0312401 | val_loss: 0.0312385 | Time: 2776.73 ms [2022-04-21 00:51:25 main:574] : INFO : Epoch 1748 | loss: 0.0312397 | val_loss: 0.0312396 | Time: 2800.42 ms [2022-04-21 00:51:28 main:574] : INFO : Epoch 1749 | loss: 0.0312399 | val_loss: 0.0312392 | Time: 2741.03 ms [2022-04-21 00:51:31 main:574] : INFO : Epoch 1750 | loss: 0.0312408 | val_loss: 0.0312396 | Time: 2840.9 ms [2022-04-21 00:51:34 main:574] : INFO : Epoch 1751 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 2779.07 ms [2022-04-21 00:51:37 main:574] : INFO : Epoch 1752 | loss: 0.0312407 | val_loss: 0.0312392 | Time: 2783.19 ms [2022-04-21 00:51:39 main:574] : INFO : Epoch 1753 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 2809.96 ms [2022-04-21 00:51:42 main:574] : INFO : Epoch 1754 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 2865.73 ms [2022-04-21 00:51:45 main:574] : INFO : Epoch 1755 | loss: 0.0312414 | val_loss: 0.0312391 | Time: 2828.22 ms [2022-04-21 00:51:48 main:574] : INFO : Epoch 1756 | loss: 0.0312406 | val_loss: 0.0312396 | Time: 2826.37 ms [2022-04-21 00:51:51 main:574] : INFO : Epoch 1757 | loss: 0.0312401 | val_loss: 0.0312388 | Time: 2802 ms [2022-04-21 00:51:53 main:574] : INFO : Epoch 1758 | loss: 0.03124 | val_loss: 0.0312386 | Time: 2792.53 ms [2022-04-21 00:51:56 main:574] : INFO : Epoch 1759 | loss: 0.031241 | val_loss: 0.0312394 | Time: 2792.79 ms [2022-04-21 00:51:59 main:574] : INFO : Epoch 1760 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 2832.89 ms [2022-04-21 00:52:02 main:574] : INFO : Epoch 1761 | loss: 0.0312436 | val_loss: 0.0312403 | Time: 2786.58 ms [2022-04-21 00:52:05 main:574] : INFO : Epoch 1762 | loss: 0.0312448 | val_loss: 0.0312391 | Time: 2849.94 ms [2022-04-21 00:52:08 main:574] : INFO : Epoch 1763 | loss: 0.0312427 | val_loss: 0.0312403 | Time: 2828.36 ms [2022-04-21 00:52:10 main:574] : INFO : Epoch 1764 | loss: 0.0312422 | val_loss: 0.0312399 | Time: 2816.13 ms [2022-04-21 00:52:13 main:574] : INFO : Epoch 1765 | loss: 0.0312406 | val_loss: 0.0312391 | Time: 2853.62 ms [2022-04-21 00:52:16 main:574] : INFO : Epoch 1766 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 2823.93 ms [2022-04-21 00:52:19 main:574] : INFO : Epoch 1767 | loss: 0.0312416 | val_loss: 0.0312389 | Time: 2834.31 ms [2022-04-21 00:52:22 main:574] : INFO : Epoch 1768 | loss: 0.031241 | val_loss: 0.0312389 | Time: 2775.44 ms [2022-04-21 00:52:25 main:574] : INFO : Epoch 1769 | loss: 0.0312405 | val_loss: 0.0312387 | Time: 2825.5 ms [2022-04-21 00:52:27 main:574] : INFO : Epoch 1770 | loss: 0.0312413 | val_loss: 0.0312392 | Time: 2789.27 ms [2022-04-21 00:52:30 main:574] : INFO : Epoch 1771 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 2753.42 ms [2022-04-21 00:52:33 main:574] : INFO : Epoch 1772 | loss: 0.0312432 | val_loss: 0.0312388 | Time: 2766.44 ms [2022-04-21 00:52:36 main:574] : INFO : Epoch 1773 | loss: 0.0312424 | val_loss: 0.0312423 | Time: 2808.92 ms [2022-04-21 00:52:38 main:574] : INFO : Epoch 1774 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 2834.26 ms [2022-04-21 00:52:41 main:574] : INFO : Epoch 1775 | loss: 0.0312416 | val_loss: 0.0312386 | Time: 2829.51 ms [2022-04-21 00:52:44 main:574] : INFO : Epoch 1776 | loss: 0.03124 | val_loss: 0.0312391 | Time: 2838.52 ms [2022-04-21 00:52:47 main:574] : INFO : Epoch 1777 | loss: 0.0312401 | val_loss: 0.0312388 | Time: 2831.74 ms [2022-04-21 00:52:50 main:574] : INFO : Epoch 1778 | loss: 0.0312415 | val_loss: 0.03124 | Time: 2797.19 ms [2022-04-21 00:52:53 main:574] : INFO : Epoch 1779 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 2830.31 ms [2022-04-21 00:52:55 main:574] : INFO : Epoch 1780 | loss: 0.0312403 | val_loss: 0.0312386 | Time: 2772.26 ms [2022-04-21 00:52:58 main:574] : INFO : Epoch 1781 | loss: 0.03124 | val_loss: 0.0312388 | Time: 2823.36 ms [2022-04-21 00:53:01 main:574] : INFO : Epoch 1782 | loss: 0.0312402 | val_loss: 0.0312396 | Time: 2786.25 ms [2022-04-21 00:53:04 main:574] : INFO : Epoch 1783 | loss: 0.0312404 | val_loss: 0.0312392 | Time: 2839.84 ms [2022-04-21 00:53:07 main:574] : INFO : Epoch 1784 | loss: 0.0312402 | val_loss: 0.0312396 | Time: 2805.86 ms [2022-04-21 00:53:10 main:574] : INFO : Epoch 1785 | loss: 0.031241 | val_loss: 0.0312406 | Time: 2837 ms [2022-04-21 00:53:12 main:574] : INFO : Epoch 1786 | loss: 0.0312434 | val_loss: 0.0312459 | Time: 2805.87 ms [2022-04-21 00:53:15 main:574] : INFO : Epoch 1787 | loss: 0.0312414 | val_loss: 0.0312393 | Time: 2838.64 ms [2022-04-21 00:53:18 main:574] : INFO : Epoch 1788 | loss: 0.0312398 | val_loss: 0.0312384 | Time: 2829.92 ms [2022-04-21 00:53:21 main:574] : INFO : Epoch 1789 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 2812.32 ms [2022-04-21 00:53:24 main:574] : INFO : Epoch 1790 | loss: 0.0312401 | val_loss: 0.0312379 | Time: 2827.81 ms [2022-04-21 00:53:26 main:574] : INFO : Epoch 1791 | loss: 0.0312399 | val_loss: 0.0312378 | Time: 2824.9 ms [2022-04-21 00:53:29 main:574] : INFO : Epoch 1792 | loss: 0.0312393 | val_loss: 0.0312401 | Time: 2823.99 ms [2022-04-21 00:53:32 main:574] : INFO : Epoch 1793 | loss: 0.0312408 | val_loss: 0.0312397 | Time: 2848.16 ms [2022-04-21 00:53:35 main:574] : INFO : Epoch 1794 | loss: 0.0312404 | val_loss: 0.03124 | Time: 2812.71 ms [2022-04-21 00:53:38 main:574] : INFO : Epoch 1795 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 2795.63 ms [2022-04-21 00:53:41 main:574] : INFO : Epoch 1796 | loss: 0.0312401 | val_loss: 0.031239 | Time: 2792.79 ms [2022-04-21 00:53:43 main:574] : INFO : Epoch 1797 | loss: 0.0312404 | val_loss: 0.0312386 | Time: 2753.32 ms [2022-04-21 00:53:46 main:574] : INFO : Epoch 1798 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 2840.85 ms [2022-04-21 00:53:49 main:574] : INFO : Epoch 1799 | loss: 0.0312398 | val_loss: 0.0312382 | Time: 2808.22 ms [2022-04-21 00:53:52 main:574] : INFO : Epoch 1800 | loss: 0.0312395 | val_loss: 0.0312377 | Time: 2804.23 ms [2022-04-21 00:53:55 main:574] : INFO : Epoch 1801 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 2768.97 ms [2022-04-21 00:53:57 main:574] : INFO : Epoch 1802 | loss: 0.0312393 | val_loss: 0.0312389 | Time: 2809.18 ms [2022-04-21 00:54:00 main:574] : INFO : Epoch 1803 | loss: 0.0312392 | val_loss: 0.0312375 | Time: 2772.61 ms [2022-04-21 00:54:03 main:574] : INFO : Epoch 1804 | loss: 0.0312397 | val_loss: 0.0312381 | Time: 2828.9 ms [2022-04-21 00:54:06 main:574] : INFO : Epoch 1805 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 2757.76 ms [2022-04-21 00:54:08 main:574] : INFO : Epoch 1806 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 2723.43 ms [2022-04-21 00:54:11 main:574] : INFO : Epoch 1807 | loss: 0.0312408 | val_loss: 0.03124 | Time: 2802.48 ms [2022-04-21 00:54:14 main:574] : INFO : Epoch 1808 | loss: 0.0312406 | val_loss: 0.0312384 | Time: 2811.32 ms [2022-04-21 00:54:17 main:574] : INFO : Epoch 1809 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 2742.26 ms [2022-04-21 00:54:20 main:574] : INFO : Epoch 1810 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 2765.53 ms [2022-04-21 00:54:22 main:574] : INFO : Epoch 1811 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 2806.03 ms [2022-04-21 00:54:25 main:574] : INFO : Epoch 1812 | loss: 0.0312393 | val_loss: 0.0312375 | Time: 2806.11 ms [2022-04-21 00:54:28 main:574] : INFO : Epoch 1813 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 2785.84 ms [2022-04-21 00:54:31 main:574] : INFO : Epoch 1814 | loss: 0.0312394 | val_loss: 0.0312461 | Time: 2812.3 ms [2022-04-21 00:54:34 main:574] : INFO : Epoch 1815 | loss: 0.0312405 | val_loss: 0.0312389 | Time: 2734 ms [2022-04-21 00:54:36 main:574] : INFO : Epoch 1816 | loss: 0.0312392 | val_loss: 0.0312377 | Time: 2808.82 ms [2022-04-21 00:54:39 main:574] : INFO : Epoch 1817 | loss: 0.0312398 | val_loss: 0.0312393 | Time: 2799.89 ms [2022-04-21 00:54:42 main:574] : INFO : Epoch 1818 | loss: 0.0312401 | val_loss: 0.0312376 | Time: 2820.2 ms [2022-04-21 00:54:45 main:574] : INFO : Epoch 1819 | loss: 0.0312398 | val_loss: 0.0312392 | Time: 2760.96 ms [2022-04-21 00:54:48 main:574] : INFO : Epoch 1820 | loss: 0.03124 | val_loss: 0.0312376 | Time: 2845.87 ms [2022-04-21 00:54:50 main:574] : INFO : Epoch 1821 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 2844.94 ms [2022-04-21 00:54:53 main:574] : INFO : Epoch 1822 | loss: 0.0312481 | val_loss: 0.0312399 | Time: 2871.34 ms [2022-04-21 00:54:56 main:574] : INFO : Epoch 1823 | loss: 0.0312406 | val_loss: 0.0312392 | Time: 2807.3 ms [2022-04-21 00:54:59 main:574] : INFO : Epoch 1824 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 2838.82 ms [2022-04-21 00:55:02 main:574] : INFO : Epoch 1825 | loss: 0.0312403 | val_loss: 0.0312388 | Time: 2808.55 ms [2022-04-21 00:55:05 main:574] : INFO : Epoch 1826 | loss: 0.0312389 | val_loss: 0.0312395 | Time: 2784.52 ms [2022-04-21 00:55:07 main:574] : INFO : Epoch 1827 | loss: 0.0312401 | val_loss: 0.0312371 | Time: 2818.14 ms [2022-04-21 00:55:10 main:574] : INFO : Epoch 1828 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 2755.76 ms [2022-04-21 00:55:13 main:574] : INFO : Epoch 1829 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 2804.89 ms [2022-04-21 00:55:16 main:574] : INFO : Epoch 1830 | loss: 0.0312399 | val_loss: 0.0312373 | Time: 2811.28 ms [2022-04-21 00:55:19 main:574] : INFO : Epoch 1831 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 2819.44 ms [2022-04-21 00:55:21 main:574] : INFO : Epoch 1832 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 2805.05 ms [2022-04-21 00:55:24 main:574] : INFO : Epoch 1833 | loss: 0.0312398 | val_loss: 0.0312496 | Time: 2800.57 ms [2022-04-21 00:55:27 main:574] : INFO : Epoch 1834 | loss: 0.031245 | val_loss: 0.0312398 | Time: 2799.77 ms [2022-04-21 00:55:30 main:574] : INFO : Epoch 1835 | loss: 0.0312406 | val_loss: 0.0312396 | Time: 2806.4 ms [2022-04-21 00:55:33 main:574] : INFO : Epoch 1836 | loss: 0.0312404 | val_loss: 0.0312375 | Time: 2808.1 ms [2022-04-21 00:55:35 main:574] : INFO : Epoch 1837 | loss: 0.031239 | val_loss: 0.0312379 | Time: 2808.5 ms [2022-04-21 00:55:38 main:574] : INFO : Epoch 1838 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 2819.36 ms [2022-04-21 00:55:41 main:574] : INFO : Epoch 1839 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 2851.04 ms [2022-04-21 00:55:44 main:574] : INFO : Epoch 1840 | loss: 0.0312388 | val_loss: 0.031237 | Time: 2822.52 ms [2022-04-21 00:55:47 main:574] : INFO : Epoch 1841 | loss: 0.0312385 | val_loss: 0.0312382 | Time: 2838.03 ms [2022-04-21 00:55:50 main:574] : INFO : Epoch 1842 | loss: 0.0312394 | val_loss: 0.0312374 | Time: 2794.36 ms [2022-04-21 00:55:52 main:574] : INFO : Epoch 1843 | loss: 0.0312389 | val_loss: 0.031239 | Time: 2812.83 ms [2022-04-21 00:55:55 main:574] : INFO : Epoch 1844 | loss: 0.031239 | val_loss: 0.031237 | Time: 2960.75 ms [2022-04-21 00:55:58 main:574] : INFO : Epoch 1845 | loss: 0.0312391 | val_loss: 0.0312383 | Time: 2831.82 ms [2022-04-21 00:56:01 main:574] : INFO : Epoch 1846 | loss: 0.0312395 | val_loss: 0.0312394 | Time: 2777.2 ms [2022-04-21 00:56:04 main:574] : INFO : Epoch 1847 | loss: 0.0312412 | val_loss: 0.0312372 | Time: 2840.09 ms [2022-04-21 00:56:07 main:574] : INFO : Epoch 1848 | loss: 0.0312418 | val_loss: 0.0312395 | Time: 2791.13 ms [2022-04-21 00:56:09 main:574] : INFO : Epoch 1849 | loss: 0.0312399 | val_loss: 0.0312381 | Time: 2795.35 ms [2022-04-21 00:56:12 main:574] : INFO : Epoch 1850 | loss: 0.0312396 | val_loss: 0.0312403 | Time: 2837.34 ms [2022-04-21 00:56:15 main:574] : INFO : Epoch 1851 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 2800.9 ms [2022-04-21 00:56:18 main:574] : INFO : Epoch 1852 | loss: 0.0312386 | val_loss: 0.0312376 | Time: 2799.45 ms [2022-04-21 00:56:21 main:574] : INFO : Epoch 1853 | loss: 0.0312384 | val_loss: 0.0312368 | Time: 2806.45 ms [2022-04-21 00:56:23 main:574] : INFO : Epoch 1854 | loss: 0.0312383 | val_loss: 0.0312371 | Time: 2713.58 ms [2022-04-21 00:56:26 main:574] : INFO : Epoch 1855 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 2861.06 ms [2022-04-21 00:56:29 main:574] : INFO : Epoch 1856 | loss: 0.0312381 | val_loss: 0.0312389 | Time: 2835.24 ms [2022-04-21 00:56:32 main:574] : INFO : Epoch 1857 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 2795.37 ms [2022-04-21 00:56:35 main:574] : INFO : Epoch 1858 | loss: 0.0312392 | val_loss: 0.031242 | Time: 2786.48 ms [2022-04-21 00:56:37 main:574] : INFO : Epoch 1859 | loss: 0.0312395 | val_loss: 0.0312378 | Time: 2777.67 ms [2022-04-21 00:56:40 main:574] : INFO : Epoch 1860 | loss: 0.0312381 | val_loss: 0.031238 | Time: 2762.87 ms [2022-04-21 00:56:43 main:574] : INFO : Epoch 1861 | loss: 0.0312384 | val_loss: 0.0312368 | Time: 2762.21 ms [2022-04-21 00:56:46 main:574] : INFO : Epoch 1862 | loss: 0.031238 | val_loss: 0.031237 | Time: 2786.64 ms [2022-04-21 00:56:49 main:574] : INFO : Epoch 1863 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 2838.24 ms [2022-04-21 00:56:51 main:574] : INFO : Epoch 1864 | loss: 0.031238 | val_loss: 0.0312372 | Time: 2814.33 ms [2022-04-21 00:56:54 main:574] : INFO : Epoch 1865 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 2774.41 ms [2022-04-21 00:56:57 main:574] : INFO : Epoch 1866 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 2768.16 ms [2022-04-21 00:57:00 main:574] : INFO : Epoch 1867 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 2801.03 ms [2022-04-21 00:57:03 main:574] : INFO : Epoch 1868 | loss: 0.031238 | val_loss: 0.0312368 | Time: 2827.78 ms [2022-04-21 00:57:05 main:574] : INFO : Epoch 1869 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 2801.33 ms [2022-04-21 00:57:08 main:574] : INFO : Epoch 1870 | loss: 0.031239 | val_loss: 0.031237 | Time: 2805.3 ms [2022-04-21 00:57:11 main:574] : INFO : Epoch 1871 | loss: 0.0312379 | val_loss: 0.0312366 | Time: 2841.65 ms [2022-04-21 00:57:14 main:574] : INFO : Epoch 1872 | loss: 0.0312383 | val_loss: 0.0312376 | Time: 2776.98 ms [2022-04-21 00:57:17 main:574] : INFO : Epoch 1873 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 2818.54 ms [2022-04-21 00:57:20 main:574] : INFO : Epoch 1874 | loss: 0.0312391 | val_loss: 0.0312377 | Time: 2853.55 ms [2022-04-21 00:57:22 main:574] : INFO : Epoch 1875 | loss: 0.0312378 | val_loss: 0.031238 | Time: 2844.77 ms [2022-04-21 00:57:25 main:574] : INFO : Epoch 1876 | loss: 0.0312378 | val_loss: 0.031237 | Time: 2727.8 ms [2022-04-21 00:57:28 main:574] : INFO : Epoch 1877 | loss: 0.0312373 | val_loss: 0.0312382 | Time: 2853.78 ms [2022-04-21 00:57:31 main:574] : INFO : Epoch 1878 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 2808.92 ms [2022-04-21 00:57:34 main:574] : INFO : Epoch 1879 | loss: 0.0312379 | val_loss: 0.0312366 | Time: 2825.33 ms [2022-04-21 00:57:36 main:574] : INFO : Epoch 1880 | loss: 0.031238 | val_loss: 0.0312397 | Time: 2787.91 ms [2022-04-21 00:57:39 main:574] : INFO : Epoch 1881 | loss: 0.031239 | val_loss: 0.0312382 | Time: 2782.47 ms [2022-04-21 00:57:42 main:574] : INFO : Epoch 1882 | loss: 0.031238 | val_loss: 0.0312366 | Time: 2777.83 ms [2022-04-21 00:57:45 main:574] : INFO : Epoch 1883 | loss: 0.031238 | val_loss: 0.0312375 | Time: 2853.66 ms [2022-04-21 00:57:48 main:574] : INFO : Epoch 1884 | loss: 0.0312379 | val_loss: 0.0312368 | Time: 2804.35 ms [2022-04-21 00:57:50 main:574] : INFO : Epoch 1885 | loss: 0.0312382 | val_loss: 0.0312366 | Time: 2799.01 ms [2022-04-21 00:57:53 main:574] : INFO : Epoch 1886 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 2842.24 ms [2022-04-21 00:57:56 main:574] : INFO : Epoch 1887 | loss: 0.03124 | val_loss: 0.0312367 | Time: 2842.96 ms [2022-04-21 00:57:59 main:574] : INFO : Epoch 1888 | loss: 0.0312375 | val_loss: 0.0312374 | Time: 2787.48 ms [2022-04-21 00:58:02 main:574] : INFO : Epoch 1889 | loss: 0.0312381 | val_loss: 0.0312377 | Time: 2837.95 ms [2022-04-21 00:58:05 main:574] : INFO : Epoch 1890 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 2877.96 ms [2022-04-21 00:58:07 main:574] : INFO : Epoch 1891 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 2836.92 ms [2022-04-21 00:58:10 main:574] : INFO : Epoch 1892 | loss: 0.0312378 | val_loss: 0.0312365 | Time: 2824.85 ms [2022-04-21 00:58:13 main:574] : INFO : Epoch 1893 | loss: 0.0312376 | val_loss: 0.0312366 | Time: 2802.21 ms [2022-04-21 00:58:16 main:574] : INFO : Epoch 1894 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 2799.92 ms [2022-04-21 00:58:19 main:574] : INFO : Epoch 1895 | loss: 0.0312389 | val_loss: 0.0312365 | Time: 2804.75 ms [2022-04-21 00:58:22 main:574] : INFO : Epoch 1896 | loss: 0.0312389 | val_loss: 0.0312398 | Time: 2827.77 ms [2022-04-21 00:58:24 main:574] : INFO : Epoch 1897 | loss: 0.0312395 | val_loss: 0.0312362 | Time: 2829.12 ms [2022-04-21 00:58:27 main:574] : INFO : Epoch 1898 | loss: 0.0312382 | val_loss: 0.0312382 | Time: 2779.28 ms [2022-04-21 00:58:30 main:574] : INFO : Epoch 1899 | loss: 0.031239 | val_loss: 0.0312384 | Time: 2842 ms [2022-04-21 00:58:33 main:574] : INFO : Epoch 1900 | loss: 0.0312376 | val_loss: 0.0312364 | Time: 2863.51 ms [2022-04-21 00:58:36 main:574] : INFO : Epoch 1901 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 2799.95 ms [2022-04-21 00:58:38 main:574] : INFO : Epoch 1902 | loss: 0.0312378 | val_loss: 0.0312362 | Time: 2779.94 ms [2022-04-21 00:58:41 main:574] : INFO : Epoch 1903 | loss: 0.0312375 | val_loss: 0.031236 | Time: 2801.91 ms [2022-04-21 00:58:44 main:574] : INFO : Epoch 1904 | loss: 0.0312369 | val_loss: 0.0312375 | Time: 2762.44 ms [2022-04-21 00:58:47 main:574] : INFO : Epoch 1905 | loss: 0.0312383 | val_loss: 0.0312373 | Time: 2778.57 ms [2022-04-21 00:58:50 main:574] : INFO : Epoch 1906 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 2827.38 ms [2022-04-21 00:58:52 main:574] : INFO : Epoch 1907 | loss: 0.031237 | val_loss: 0.0312372 | Time: 2783.73 ms [2022-04-21 00:58:55 main:574] : INFO : Epoch 1908 | loss: 0.0312375 | val_loss: 0.0312364 | Time: 2836.63 ms [2022-04-21 00:58:58 main:574] : INFO : Epoch 1909 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 2738.78 ms [2022-04-21 00:59:01 main:574] : INFO : Epoch 1910 | loss: 0.0312372 | val_loss: 0.0312366 | Time: 2811.19 ms [2022-04-21 00:59:04 main:574] : INFO : Epoch 1911 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 2819.6 ms [2022-04-21 00:59:06 main:574] : INFO : Epoch 1912 | loss: 0.0312372 | val_loss: 0.0312366 | Time: 2817.1 ms [2022-04-21 00:59:09 main:574] : INFO : Epoch 1913 | loss: 0.0312383 | val_loss: 0.0312367 | Time: 2819.41 ms [2022-04-21 00:59:12 main:574] : INFO : Epoch 1914 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 2793.94 ms [2022-04-21 00:59:15 main:574] : INFO : Epoch 1915 | loss: 0.0312371 | val_loss: 0.0312367 | Time: 2768.46 ms [2022-04-21 00:59:18 main:574] : INFO : Epoch 1916 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 2858.68 ms [2022-04-21 00:59:20 main:574] : INFO : Epoch 1917 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 2778.18 ms [2022-04-21 00:59:23 main:574] : INFO : Epoch 1918 | loss: 0.0312372 | val_loss: 0.0312366 | Time: 2755.14 ms [2022-04-21 00:59:26 main:574] : INFO : Epoch 1919 | loss: 0.031237 | val_loss: 0.0312361 | Time: 2810.94 ms [2022-04-21 00:59:29 main:574] : INFO : Epoch 1920 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 2810.85 ms [2022-04-21 00:59:32 main:574] : INFO : Epoch 1921 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 2794.53 ms [2022-04-21 00:59:35 main:574] : INFO : Epoch 1922 | loss: 0.0312369 | val_loss: 0.0312379 | Time: 2886.45 ms [2022-04-21 00:59:37 main:574] : INFO : Epoch 1923 | loss: 0.0312382 | val_loss: 0.0312377 | Time: 2936.14 ms [2022-04-21 00:59:40 main:574] : INFO : Epoch 1924 | loss: 0.031239 | val_loss: 0.0312407 | Time: 2859.02 ms [2022-04-21 00:59:43 main:574] : INFO : Epoch 1925 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 2832.75 ms [2022-04-21 00:59:46 main:574] : INFO : Epoch 1926 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 2815.53 ms [2022-04-21 00:59:49 main:574] : INFO : Epoch 1927 | loss: 0.031239 | val_loss: 0.031237 | Time: 2808.52 ms [2022-04-21 00:59:52 main:574] : INFO : Epoch 1928 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 2835.48 ms [2022-04-21 00:59:54 main:574] : INFO : Epoch 1929 | loss: 0.0312374 | val_loss: 0.0312361 | Time: 2783.51 ms [2022-04-21 00:59:57 main:574] : INFO : Epoch 1930 | loss: 0.0312366 | val_loss: 0.0312373 | Time: 2796.57 ms [2022-04-21 01:00:00 main:574] : INFO : Epoch 1931 | loss: 0.0312384 | val_loss: 0.0312382 | Time: 2747.97 ms [2022-04-21 01:00:03 main:574] : INFO : Epoch 1932 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 2771.61 ms [2022-04-21 01:00:06 main:574] : INFO : Epoch 1933 | loss: 0.031237 | val_loss: 0.0312361 | Time: 2826.79 ms [2022-04-21 01:00:08 main:574] : INFO : Epoch 1934 | loss: 0.0312365 | val_loss: 0.0312437 | Time: 2832.97 ms [2022-04-21 01:00:11 main:574] : INFO : Epoch 1935 | loss: 0.03124 | val_loss: 0.0312367 | Time: 2805.82 ms [2022-04-21 01:00:14 main:574] : INFO : Epoch 1936 | loss: 0.0312365 | val_loss: 0.0312388 | Time: 2836.91 ms [2022-04-21 01:00:17 main:574] : INFO : Epoch 1937 | loss: 0.0312374 | val_loss: 0.0312384 | Time: 2816.04 ms [2022-04-21 01:00:20 main:574] : INFO : Epoch 1938 | loss: 0.0312368 | val_loss: 0.0312365 | Time: 2766.65 ms [2022-04-21 01:00:22 main:574] : INFO : Epoch 1939 | loss: 0.0312364 | val_loss: 0.0312367 | Time: 2809.52 ms [2022-04-21 01:00:25 main:574] : INFO : Epoch 1940 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 2907.37 ms [2022-04-21 01:00:28 main:574] : INFO : Epoch 1941 | loss: 0.0312375 | val_loss: 0.0312361 | Time: 2789.47 ms [2022-04-21 01:00:31 main:574] : INFO : Epoch 1942 | loss: 0.031237 | val_loss: 0.0312367 | Time: 2819.93 ms [2022-04-21 01:00:34 main:574] : INFO : Epoch 1943 | loss: 0.0312371 | val_loss: 0.0312378 | Time: 2778.48 ms [2022-04-21 01:00:37 main:574] : INFO : Epoch 1944 | loss: 0.0312376 | val_loss: 0.0312367 | Time: 2765.62 ms [2022-04-21 01:00:39 main:574] : INFO : Epoch 1945 | loss: 0.031237 | val_loss: 0.0312358 | Time: 2798.73 ms [2022-04-21 01:00:42 main:574] : INFO : Epoch 1946 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 2784.2 ms [2022-04-21 01:00:45 main:574] : INFO : Epoch 1947 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 2798.49 ms [2022-04-21 01:00:48 main:574] : INFO : Epoch 1948 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 2844.22 ms [2022-04-21 01:00:51 main:574] : INFO : Epoch 1949 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 2800.73 ms [2022-04-21 01:00:53 main:574] : INFO : Epoch 1950 | loss: 0.0312372 | val_loss: 0.0312376 | Time: 2766.54 ms [2022-04-21 01:00:56 main:574] : INFO : Epoch 1951 | loss: 0.0312387 | val_loss: 0.0312362 | Time: 2765.79 ms [2022-04-21 01:00:59 main:574] : INFO : Epoch 1952 | loss: 0.0312365 | val_loss: 0.03124 | Time: 2802.22 ms [2022-04-21 01:01:02 main:574] : INFO : Epoch 1953 | loss: 0.0312378 | val_loss: 0.0312376 | Time: 2800.59 ms [2022-04-21 01:01:05 main:574] : INFO : Epoch 1954 | loss: 0.0312388 | val_loss: 0.031236 | Time: 2795.25 ms [2022-04-21 01:01:07 main:574] : INFO : Epoch 1955 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 2735.23 ms [2022-04-21 01:01:10 main:574] : INFO : Epoch 1956 | loss: 0.0312364 | val_loss: 0.0312387 | Time: 2809.11 ms [2022-04-21 01:01:13 main:574] : INFO : Epoch 1957 | loss: 0.0312364 | val_loss: 0.0312369 | Time: 2771.01 ms [2022-04-21 01:01:16 main:574] : INFO : Epoch 1958 | loss: 0.031236 | val_loss: 0.031236 | Time: 2845.07 ms [2022-04-21 01:01:19 main:574] : INFO : Epoch 1959 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 2827.52 ms [2022-04-21 01:01:21 main:574] : INFO : Epoch 1960 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 2842.02 ms [2022-04-21 01:01:24 main:574] : INFO : Epoch 1961 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 2834.03 ms [2022-04-21 01:01:27 main:574] : INFO : Epoch 1962 | loss: 0.0312376 | val_loss: 0.0312361 | Time: 2826.86 ms [2022-04-21 01:01:30 main:574] : INFO : Epoch 1963 | loss: 0.0312363 | val_loss: 0.0312397 | Time: 2783.63 ms [2022-04-21 01:01:33 main:574] : INFO : Epoch 1964 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 2835.99 ms [2022-04-21 01:01:35 main:574] : INFO : Epoch 1965 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 2782.39 ms [2022-04-21 01:01:38 main:574] : INFO : Epoch 1966 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 2783.28 ms [2022-04-21 01:01:41 main:574] : INFO : Epoch 1967 | loss: 0.0312363 | val_loss: 0.0312377 | Time: 2816.99 ms [2022-04-21 01:01:44 main:574] : INFO : Epoch 1968 | loss: 0.0312364 | val_loss: 0.031238 | Time: 2782.98 ms [2022-04-21 01:01:47 main:574] : INFO : Epoch 1969 | loss: 0.0312378 | val_loss: 0.0312407 | Time: 2842.67 ms [2022-04-21 01:01:50 main:574] : INFO : Epoch 1970 | loss: 0.0312387 | val_loss: 0.0312382 | Time: 2817.45 ms [2022-04-21 01:01:52 main:574] : INFO : Epoch 1971 | loss: 0.0312366 | val_loss: 0.0312362 | Time: 2786.97 ms [2022-04-21 01:01:55 main:574] : INFO : Epoch 1972 | loss: 0.0312371 | val_loss: 0.031236 | Time: 2803.4 ms [2022-04-21 01:01:58 main:574] : INFO : Epoch 1973 | loss: 0.0312372 | val_loss: 0.0312355 | Time: 2830.8 ms [2022-04-21 01:02:01 main:574] : INFO : Epoch 1974 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 2836.79 ms [2022-04-21 01:02:04 main:574] : INFO : Epoch 1975 | loss: 0.031236 | val_loss: 0.0312351 | Time: 2830.39 ms [2022-04-21 01:02:06 main:574] : INFO : Epoch 1976 | loss: 0.0312365 | val_loss: 0.0312379 | Time: 2827.85 ms [2022-04-21 01:02:09 main:574] : INFO : Epoch 1977 | loss: 0.0312369 | val_loss: 0.031235 | Time: 2790.56 ms [2022-04-21 01:02:12 main:574] : INFO : Epoch 1978 | loss: 0.0312369 | val_loss: 0.0312352 | Time: 2793.97 ms [2022-04-21 01:02:15 main:574] : INFO : Epoch 1979 | loss: 0.0312366 | val_loss: 0.0312369 | Time: 2785.86 ms [2022-04-21 01:02:18 main:574] : INFO : Epoch 1980 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 2762.57 ms [2022-04-21 01:02:20 main:574] : INFO : Epoch 1981 | loss: 0.0312367 | val_loss: 0.0312353 | Time: 2859.55 ms [2022-04-21 01:02:23 main:574] : INFO : Epoch 1982 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 2791.3 ms [2022-04-21 01:02:26 main:574] : INFO : Epoch 1983 | loss: 0.0312355 | val_loss: 0.0312356 | Time: 2846.47 ms [2022-04-21 01:02:29 main:574] : INFO : Epoch 1984 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 2776.33 ms [2022-04-21 01:02:32 main:574] : INFO : Epoch 1985 | loss: 0.0312355 | val_loss: 0.0312354 | Time: 2848.69 ms [2022-04-21 01:02:35 main:574] : INFO : Epoch 1986 | loss: 0.0312364 | val_loss: 0.0312352 | Time: 2834.98 ms [2022-04-21 01:02:37 main:574] : INFO : Epoch 1987 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 2831.03 ms [2022-04-21 01:02:40 main:574] : INFO : Epoch 1988 | loss: 0.0312355 | val_loss: 0.0312352 | Time: 2764.29 ms [2022-04-21 01:02:43 main:574] : INFO : Epoch 1989 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 2842.46 ms [2022-04-21 01:02:46 main:574] : INFO : Epoch 1990 | loss: 0.0312356 | val_loss: 0.0312352 | Time: 2776.99 ms [2022-04-21 01:02:49 main:574] : INFO : Epoch 1991 | loss: 0.0312359 | val_loss: 0.0312384 | Time: 2793.03 ms [2022-04-21 01:02:51 main:574] : INFO : Epoch 1992 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 2828.6 ms [2022-04-21 01:02:54 main:574] : INFO : Epoch 1993 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 2744.44 ms [2022-04-21 01:02:57 main:574] : INFO : Epoch 1994 | loss: 0.0312358 | val_loss: 0.0312404 | Time: 2812.64 ms [2022-04-21 01:03:00 main:574] : INFO : Epoch 1995 | loss: 0.0312369 | val_loss: 0.0312353 | Time: 2820.41 ms [2022-04-21 01:03:03 main:574] : INFO : Epoch 1996 | loss: 0.0312358 | val_loss: 0.0312351 | Time: 2788.84 ms [2022-04-21 01:03:05 main:574] : INFO : Epoch 1997 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 2756.79 ms [2022-04-21 01:03:08 main:574] : INFO : Epoch 1998 | loss: 0.0312355 | val_loss: 0.0312351 | Time: 2812.9 ms [2022-04-21 01:03:11 main:574] : INFO : Epoch 1999 | loss: 0.0312354 | val_loss: 0.0312362 | Time: 2732.16 ms [2022-04-21 01:03:14 main:574] : INFO : Epoch 2000 | loss: 0.0312368 | val_loss: 0.0312349 | Time: 2795.43 ms [2022-04-21 01:03:17 main:574] : INFO : Epoch 2001 | loss: 0.0312358 | val_loss: 0.0312349 | Time: 2802.48 ms [2022-04-21 01:03:19 main:574] : INFO : Epoch 2002 | loss: 0.0312369 | val_loss: 0.031235 | Time: 2819.07 ms [2022-04-21 01:03:22 main:574] : INFO : Epoch 2003 | loss: 0.0312363 | val_loss: 0.031238 | Time: 2784.99 ms [2022-04-21 01:03:25 main:574] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312447 | Time: 2838.64 ms [2022-04-21 01:03:28 main:574] : INFO : Epoch 2005 | loss: 0.0324588 | val_loss: 0.0322004 | Time: 2809.45 ms [2022-04-21 01:03:31 main:574] : INFO : Epoch 2006 | loss: 0.0537457 | val_loss: 0.0340298 | Time: 2864.64 ms [2022-04-21 01:03:34 main:574] : INFO : Epoch 2007 | loss: 0.0511224 | val_loss: 0.0369062 | Time: 2822.47 ms [2022-04-21 01:03:36 main:574] : INFO : Epoch 2008 | loss: 0.0334849 | val_loss: 0.0315029 | Time: 2777.88 ms [2022-04-21 01:03:39 main:574] : INFO : Epoch 2009 | loss: 0.0314775 | val_loss: 0.0314047 | Time: 2766.67 ms [2022-04-21 01:03:42 main:574] : INFO : Epoch 2010 | loss: 0.0313684 | val_loss: 0.0313435 | Time: 2782.2 ms [2022-04-21 01:03:45 main:574] : INFO : Epoch 2011 | loss: 0.0313186 | val_loss: 0.0313166 | Time: 2782.19 ms [2022-04-21 01:03:47 main:574] : INFO : Epoch 2012 | loss: 0.0312973 | val_loss: 0.0312964 | Time: 2793.8 ms [2022-04-21 01:03:50 main:574] : INFO : Epoch 2013 | loss: 0.0312841 | val_loss: 0.0312863 | Time: 2833.52 ms [2022-04-21 01:03:53 main:574] : INFO : Epoch 2014 | loss: 0.0312758 | val_loss: 0.0312794 | Time: 2839.41 ms [2022-04-21 01:03:56 main:574] : INFO : Epoch 2015 | loss: 0.0312702 | val_loss: 0.031272 | Time: 2773.45 ms [2022-04-21 01:03:59 main:574] : INFO : Epoch 2016 | loss: 0.0312658 | val_loss: 0.0312688 | Time: 2799.79 ms [2022-04-21 01:04:02 main:574] : INFO : Epoch 2017 | loss: 0.0312628 | val_loss: 0.0312654 | Time: 2823.42 ms [2022-04-21 01:04:04 main:574] : INFO : Epoch 2018 | loss: 0.0312599 | val_loss: 0.0312629 | Time: 2827.14 ms [2022-04-21 01:04:07 main:574] : INFO : Epoch 2019 | loss: 0.0312581 | val_loss: 0.0312608 | Time: 2838.1 ms [2022-04-21 01:04:10 main:574] : INFO : Epoch 2020 | loss: 0.0312563 | val_loss: 0.0312588 | Time: 2784.69 ms [2022-04-21 01:04:13 main:574] : INFO : Epoch 2021 | loss: 0.031255 | val_loss: 0.0312573 | Time: 2742.43 ms [2022-04-21 01:04:15 main:574] : INFO : Epoch 2022 | loss: 0.0312537 | val_loss: 0.0312562 | Time: 2789.01 ms [2022-04-21 01:04:18 main:574] : INFO : Epoch 2023 | loss: 0.0312527 | val_loss: 0.0312548 | Time: 2836.68 ms [2022-04-21 01:04:21 main:574] : INFO : Epoch 2024 | loss: 0.0312519 | val_loss: 0.031254 | Time: 2779.55 ms [2022-04-21 01:04:24 main:574] : INFO : Epoch 2025 | loss: 0.0312516 | val_loss: 0.0312529 | Time: 2753.87 ms [2022-04-21 01:04:27 main:574] : INFO : Epoch 2026 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 2823.69 ms [2022-04-21 01:04:30 main:574] : INFO : Epoch 2027 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2809.31 ms [2022-04-21 01:04:32 main:574] : INFO : Epoch 2028 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 2857.38 ms [2022-04-21 01:04:35 main:574] : INFO : Epoch 2029 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 2789.37 ms [2022-04-21 01:04:38 main:574] : INFO : Epoch 2030 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 2805.9 ms [2022-04-21 01:04:41 main:574] : INFO : Epoch 2031 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 2794.67 ms [2022-04-21 01:04:44 main:574] : INFO : Epoch 2032 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 2746.27 ms [2022-04-21 01:04:46 main:574] : INFO : Epoch 2033 | loss: 0.0312474 | val_loss: 0.0312494 | Time: 2788.22 ms [2022-04-21 01:04:49 main:574] : INFO : Epoch 2034 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 2772.2 ms [2022-04-21 01:04:52 main:574] : INFO : Epoch 2035 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2816.98 ms [2022-04-21 01:04:55 main:574] : INFO : Epoch 2036 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2804.25 ms [2022-04-21 01:04:58 main:574] : INFO : Epoch 2037 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 2803.79 ms [2022-04-21 01:05:00 main:574] : INFO : Epoch 2038 | loss: 0.0312452 | val_loss: 0.031246 | Time: 2823.3 ms [2022-04-21 01:05:03 main:574] : INFO : Epoch 2039 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 2816.08 ms [2022-04-21 01:05:06 main:574] : INFO : Epoch 2040 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 2790.02 ms [2022-04-21 01:05:09 main:574] : INFO : Epoch 2041 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 2822.18 ms [2022-04-21 01:05:12 main:574] : INFO : Epoch 2042 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 2769.64 ms [2022-04-21 01:05:14 main:574] : INFO : Epoch 2043 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 2772.36 ms [2022-04-21 01:05:17 main:574] : INFO : Epoch 2044 | loss: 0.0312436 | val_loss: 0.031245 | Time: 2759.71 ms [2022-04-21 01:05:20 main:574] : INFO : Epoch 2045 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 2737.37 ms [2022-04-21 01:05:23 main:574] : INFO : Epoch 2046 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 2796.11 ms [2022-04-21 01:05:25 main:574] : INFO : Epoch 2047 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2792.13 ms [2022-04-21 01:05:28 main:574] : INFO : Epoch 2048 | loss: 0.0312424 | val_loss: 0.0312443 | Time: 2805.34 ms [2022-04-21 01:05:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312443 [2022-04-21 01:05:28 main:603] : INFO : Saving end state to config to file [2022-04-21 01:05:28 main:608] : INFO : Success, exiting.. 01:05:28 (11104): 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)